From 2d4c40f17e831ace2ac8d996001b49c70bbcc4af Mon Sep 17 00:00:00 2001 From: Nils Wireklint Date: Fri, 29 Sep 2023 11:33:37 +0200 Subject: [PATCH] Plotting memusagestat in python --- ...10-07-plotting-memusagestat-data-points.md | 40 +++ .../plotting-memusagestat-with-python.md | 321 ++++++++++++++++++ static/img/memusagestat-bazel-improvement.png | Bin 0 -> 53288 bytes static/img/memusagestat-bazel.png | Bin 0 -> 6600 bytes .../img/memusagestat-python-reproduction.png | Bin 0 -> 44893 bytes .../img/memusagestat-python-single-scale.png | Bin 0 -> 35237 bytes 6 files changed, 361 insertions(+) create mode 100644 blog/2024-10-07-plotting-memusagestat-data-points.md create mode 100644 docs/practice/plotting-memusagestat-with-python.md create mode 100644 static/img/memusagestat-bazel-improvement.png create mode 100644 static/img/memusagestat-bazel.png create mode 100644 static/img/memusagestat-python-reproduction.png create mode 100644 static/img/memusagestat-python-single-scale.png diff --git a/blog/2024-10-07-plotting-memusagestat-data-points.md b/blog/2024-10-07-plotting-memusagestat-data-points.md new file mode 100644 index 0000000..8c471b7 --- /dev/null +++ b/blog/2024-10-07-plotting-memusagestat-data-points.md @@ -0,0 +1,40 @@ +--- +slug: plotting-memusagestat-data-points +title: Plotting Memusagestat Data Points in Python +authors: nils +tags: [linux, glibc, python] +--- + +`memusage` is a great tool to track all allocations for a program, +this comes to many Linux distributions with `glibc` itself. +So if you need a quick-and-easy allocation tracker `memusage` is the tool for you! +There is a plotter, `memusagestat`, +that can draw a simple image for you. +However, it shows its age and is inconvenient to work with. +So we have create a new plotter in Python +to help you track and visualize allocations. + +![Improvement](/img/memusagestat-bazel-improvement.png) + +This came up during our preparations for the Bazelcon talk [Dude, where is my RAM?]. +But the investigation and the graphs produced by `memusagestat` did not make the cut for the talk. +Nevertheless, it was interesting to tinker with these tools +and we hope it can be useful for you, to use the new plotter, +or better understand how to work with core Linux programs like this. + +[Dude, where is my RAM?]: /blog/memory-adventure/ + +You can read the full document here: [Plotting memusagestat's data]. +There are two take-home messages: + + 1. A case-study in building and modifying `glibc` tools for your computer: + here: [building glibc](/docs/practice/plotting-memusagestat-with-python#building-memusagestat-and-glibc). + This includes debugging mysterious crashes before the start instruction + in an ELF program. + + 2. Our code to plot allocations for your programs. + Read the [Python script](/docs/practice/plotting-memusagestat-with-python#Parse-the-binary-file-in-Python) + section, and checkout the code [from github]. + +[Plotting memusagestat's data]: /docs/practice/plotting-memusagestat-with-python/ +[from github]: https://github.com/meroton/plot-memusage diff --git a/docs/practice/plotting-memusagestat-with-python.md b/docs/practice/plotting-memusagestat-with-python.md new file mode 100644 index 0000000..2d8b8bb --- /dev/null +++ b/docs/practice/plotting-memusagestat-with-python.md @@ -0,0 +1,321 @@ +# Plot memusagestat's data in Python + +`memusage` is a great tool to track all allocations for a program, +this comes with `glibc` itself +in several Linux distributions. +If you need a quick-and-easy allocation tracker, +`memusage` is the tool for you! +There is a plotter, `memusagestat`, +that can draw a simple image for you. +However, it shows its age and is inconvenient to work with. +We have created a new plotter in Python +to help you track and visualize allocations. + +![Improvement](/img/memusagestat-bazel-improvement.png) + +This came up during our preparations for the Bazelcon talk [Dude, where is my RAM?]. +But the investigation and the graphs produced by `memusagestat` did not make the cut for the talk. +Nevertheless, it was interesting to tinker with these tools +and we hope it can be useful for you, to use the new plotter, +or better understand how to work with core Linux programs like this. + +[Dude, where is my RAM?]: /blog/memory-adventure/ + +## memusage & memusagestat + +`memusage` is a good profiling tool bundled with `glibc` on Linux, +it tracks allocations for a program. +Its sibling `memusagestat` can plot the allocations, +which is interesting when looking at out-of-memory problems +and garbage-collection/memory thrashing. +This is good for an initial investigation, +however there are few options for how to present the data +and the graph itself does not look very nice. + +We want to generate new, +nicer looking, figures +for the same data. + +In this example we use `memusage` to profile a `bazel` invocation that runs out of memory + +``` +$ memusage --data path/to/bazel.mem \ + bazel build ... \ + //... +``` + +and render a plot + +``` +$ memusagestat bazel.mem -T -t +``` + +![original memusagestat plot](/img/memusagestat-bazel.png) + +We should be able to make a nicer plot with a better plotting library. +Note, the x-axis is the number of allocations. +When plotted against time the graph instead looks like a noisy square wave, +which is interesting in its own right. +As we realized in the talk, +Bazel performs a lot of allocations to analyze and build the tree, +then it struggles close to the limit of memory for a long while before crashing. + +## Building memusagestat and glibc + +### memusage writes a binary datafile + +Glancing at [the code] it is quite straight forward +and we should be able to parse it just fine. + +[the code]: https://sourceware.org/git/?p=glibc.git;a=blob;f=malloc/memusagestat.c;h=837b613c2bb759fd98572fd7984c0682bf9d43be;hb=HEAD + +``` +struct entry +{ + uint64_t heap; + uint64_t stack; + uint32_t time_low; + uint32_t time_high; +}; + +... + +static void +update_data (struct header *result, size_t len, size_t old_len) + /* Write out buffer if it is full. */ + if (idx + 1 == buffer_size) + write (fd, buffer, buffer_size * sizeof (struct entry)); + else if (idx + 1 == 2 * buffer_size) + write (fd, &buffer[buffer_size], buffer_size * sizeof (struct entry)); + } +``` + +### Compile memusagestat + +For good measure we can patch the parsing code in `memusagestat` +to create an _oracle implementation_, +which prints reference data for our parser. +This affords us to quickly verify that our parser interprets the data +just like the `memusagestat`. + +We need the `glibc` source code and can be build `memusagestat` with its `make` build system. +The first step is to use the same version as the host OS. + +``` +$ ldd --version | head -1 +ldd (Ubuntu GLIBC 2.35-0ubuntu3.3) 2.35 +``` + +``` +$ git clone https://sourceware.org/git/glibc.git +$ cd glibc +$ git checkout release/2.35/master +``` + +Then create a build directory and configure the build. +We use an explicit `prefix`, to safe guard against a `make install` +which could replace the host files. +A warning is raised if prefix is not configured to warn that it could replace core libraries, +and potentially corrupt the operating system. + +``` +glibc $ mkdir -p build/{prefix,x86_64} +glibc $ cd build/x86_64 +x86_64 $ ../../configure --prefix $PWD/../prefix --disable-werror +glibc $ cd - +glibc $ export objdir=$PWD/build/x86_64 +``` + +`configure` will warn against missing dependencies +and we also need `libgd` to build `memusagestat` for its graphical components, +which is an optional dependency, so no warning is raised. +We must also use `patchelf` later. + +``` +$ sudo apt install gawk libgd-dev patchelf +``` + +This can be adjusted to fit any package manager, +and any additional dependencies `configure` fails to find. +With a successful `configure` we can compile it all. +Note, just compiling the `malloc` directory fails for some other target that we do not need. +So we compile everything, and ignore some unrelated errors. + +``` +$ make +``` + +### Run memusagestat + +``` +$ cd build/x86_64 +$ malloc/memusagestat path/to/bazel.mem +fish: Job 1, 'malloc/memusagestat ~/gits/llvm…' terminated by signal SIGSEGV (Address boundary error) +``` + +This is an interesting crash, +and `gdb` does not help us either. + +``` +$ malloc/memusagestat path/to/bazel.mem +(gdb) start +Temporary breakpoint 2 at 0x2440: file memusagestat.c, line 120. +Starting program: /home/nils/bin/gits/glibc/build/x86_64/malloc/memusagestat --help +During startup program terminated with signal SIGSEGV, Segmentation fault. +``` + +The program crashes before calling `main` +and even before we reach `_start`, [the code before main]. + +``` +(gdb) starti +Starting program: /home/nils/bin/gits/glibc/build/x86_64/malloc/memusagestat --help +During startup program terminated with signal SIGSEGV, Segmentation fault. +``` + +So the problem lies in the `execve` path: + +``` +$ strace malloc/memusagestat --help +execve("malloc/memusagestat", ["malloc/memusagestat", "--help"], 0x7fffc627fc38 /* 43 vars */) = -1 ENOENT (No such file or directory) +strace: exec: No such file or directory +``` + +Some file is missing. +This is a little confusing but technically correct, +Similar errors are often printed by the shell +if the program itself is missing ("malloc/memusagestat: command not found"), +or if the program is asked to read a file ("./x: No such file or directory"). + +``` +$ file ./malloc/memusagestat +./malloc/memusagestat: ELF 64-bit LSB pie executable, x86-64, version 1 (SYSV), dynamically linked, +interpreter /.../build/x86_64/../prefix/lib/ld-linux-x86-64.so.2, +BuildID[sha1]=74f9d6bd198b4d8fa5d92ba0629dca2f4994f2cf, +for GNU/Linux 3.2.0, with debug_info, not stripped +``` + +This is more uncommon, +our program is an interpreted file that requires the `ld` interpreter to start. +This is the same execution pathway +as shell, python or other interpreted scripts that start with a shebang ("#!/usr/bin/env python3"). +The program wants `ld` from our `glibc` build directory, +because compiled with a safety prefix it does not use the system `ld`. +We can restore that: + +``` +$ patchelf --set-interpreter /usr/lib64/ld-linux-x86-64.so.2 malloc/memusagestat +``` + +This does it! We can now run and instrument `memusagestat`. + + +[the code before main]: https://embeddedartistry.com/blog/2019/04/08/a-general-overview-of-what-happens-before-main/ + +### Patch memusagestat + +``` +diff --git a/malloc/memusagestat.c b/malloc/memusagestat.c +index a1ee5cfacd..fa318622ea 100644 +--- a/malloc/memusagestat.c ++++ b/malloc/memusagestat.c +@@ -32,6 +32,7 @@ + #include + #include + #include ++#include + + #include + #include +@@ -223,6 +224,15 @@ main (int argc, char *argv[]) + write (fd, headent, 2 * sizeof (struct entry)); + } + ++ printf(" : %zu\n", headent[0].heap); ++ printf("maxsize_total : %zu\n", headent[0].stack); ++ printf("maxsize time_low : %d\n", headent[0].time_low); ++ printf("maxsize time_high: %d\n", headent[0].time_high); ++ printf("maxsize_heap : %zu\n", headent[1].heap); ++ printf("maxsize_stack : %zu\n", headent[1].stack); ++ printf(" time_low : %d\n", headent[1].time_low); ++ printf(" time_high: %d\n", headent[1].time_high); ++ + if (also_total) + { + /* We use one scale and since we also draw the total amount of +@@ -376,6 +386,16 @@ main (int argc, char *argv[]) + + now = ((uint64_t) entry.time_high) << 32 | entry.time_low; + ++ printf( ++ "%" PRIu64 ": (%" PRIu64 ", %" PRIu64 ", %" PRIu32 ", %" PRIu32 " (%" PRIu64 "))\n", ++ cnt - 1, ++ entry.heap, ++ entry.stack, ++ entry.time_low, ++ entry.time_high, ++ now ++ ); ++ + if ((((previously - start_time) * 100) / total_time) % 10 < 5) + gdImageFilledRectangle (im_out, + 40 + ((cnt - 1) * (xsize - 80)) / total, +``` + +This shows each entry in the binary file, +heap, stack, lower 32 bits of the time and the higher, +as well as the joined time within parentheses. +The heap and stack are sent as unsigned 64 bit values, but the time is split in two. + +``` +build/x86_64 $ malloc/memusagestat ~/gits/llvm-project/utils/bazel/bazel.mem | head + : 0 +maxsize_total : 820500 +maxsize time_low : 195332156 +maxsize time_high: 2385035 +maxsize_heap : 813433 +maxsize_stack : 12752 + time_low : 823673266 + time_high: 2385328 +0: (72704, 224, 195398422, 2385035 (10243647520213782)) +1: (72768, 0, 195490698, 2385035 (10243647520306058)) +... +``` + +## Parse the binary file in Python + +A problem well-stated is half solved. +We now have everything we need: +a good understanding of the problem, +and an oracle implementation to verify our parser directly. +We can implement a parser with the [struct] package: + +``` +FORMAT = "QQII" # u64, u64, u32, u32 +SIZE = struct.calcsize(FORMAT) + +data = open(sys.argv[1], 'rb').read() +slice = data[ n*SIZE : n*SIZE + SIZE ] +parts = struct.unpack(FORMAT, slice) +heap, stack, low, high = parts +time = entry.time_high << 32 | entry.time_low +``` + +Our `memusagestat` parser and plotter is [available on github] +and can draw prettier images: + +![memusage stat in python](/img/memusagestat-python-reproduction.png) + +We have currently implemented the most important subset of the API, +to be a drop-in replacement, +but there are some missing 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