.. _module-pw_bloat: -------- pw_bloat -------- The bloat module provides tools and helpers around using `Bloaty McBloatface `_ including generating size report cards for output binaries through Pigweed's GN build system. Bloat report cards allow tracking the memory usage of a system over time as code changes are made and provide a breakdown of which parts of the code have the largest size impact. ``pw bloat`` CLI command ======================== ``pw_bloat`` includes a plugin for the Pigweed command line capable of running size reports on ELF binaries. .. note:: The bloat CLI plugin is still experimental and only supports a small subset of ``pw_bloat``'s capabilities. Notably, it currently only runs on binaries which define memory region symbols; refer to the :ref:`memoryregions documentation ` for details. Basic usage ^^^^^^^^^^^ **Running a size report on a single executable** .. code-block:: sh $ pw bloat out/docs/obj/pw_result/size_report/bin/ladder_and_then.elf ▒█████▄ █▓ ▄███▒ ▒█ ▒█ ░▓████▒ ░▓████▒ ▒▓████▄ ▒█░ █░ ░█▒ ██▒ ▀█▒ ▒█░ █ ▒█ ▒█ ▀ ▒█ ▀ ▒█ ▀█▌ ▒█▄▄▄█░ ░█▒ █▓░ ▄▄░ ▒█░ █ ▒█ ▒███ ▒███ ░█ █▌ ▒█▀ ░█░ ▓█ █▓ ░█░ █ ▒█ ▒█ ▄ ▒█ ▄ ░█ ▄█▌ ▒█ ░█░ ░▓███▀ ▒█▓▀▓█░ ░▓████▒ ░▓████▒ ▒▓████▀ +----------------------+---------+ | memoryregions | sizes | +======================+=========+ |FLASH |1,048,064| |RAM | 196,608| |VECTOR_TABLE | 512| +======================+=========+ |Total |1,245,184| +----------------------+---------+ **Running a size report diff** .. code-block:: sh $ pw bloat out/docs/obj/pw_metric/size_report/bin/one_metric.elf \ --diff out/docs/obj/pw_metric/size_report/bin/base.elf \ -d symbols ▒█████▄ █▓ ▄███▒ ▒█ ▒█ ░▓████▒ ░▓████▒ ▒▓████▄ ▒█░ █░ ░█▒ ██▒ ▀█▒ ▒█░ █ ▒█ ▒█ ▀ ▒█ ▀ ▒█ ▀█▌ ▒█▄▄▄█░ ░█▒ █▓░ ▄▄░ ▒█░ █ ▒█ ▒███ ▒███ ░█ █▌ ▒█▀ ░█░ ▓█ █▓ ░█░ █ ▒█ ▒█ ▄ ▒█ ▄ ░█ ▄█▌ ▒█ ░█░ ░▓███▀ ▒█▓▀▓█░ ░▓████▒ ░▓████▒ ▒▓████▀ +-----------------------------------------------------------------------------------+ | | +-----------------------------------------------------------------------------------+ | diff| memoryregions | symbols | sizes| +=====+======================+===============================================+======+ | |FLASH | | -4| | | |[section .FLASH.unused_space] | -408| | | |main | +60| | | |__sf_fake_stdout | +4| | | |pw_boot_PreStaticMemoryInit | -2| | | |_isatty | -2| | NEW| |_GLOBAL__sub_I_group_foo | +84| | NEW| |pw::metric::Group::~Group() | +34| | NEW| |pw::intrusive_list_impl::List::insert_after() | +32| | NEW| |pw::metric::Metric::Increment() | +32| | NEW| |__cxa_atexit | +28| | NEW| |pw::metric::Metric::Metric() | +28| | NEW| |pw::metric::Metric::as_int() | +28| | NEW| |pw::intrusive_list_impl::List::Item::unlist() | +20| | NEW| |pw::metric::Group::Group() | +18| | NEW| |pw::intrusive_list_impl::List::Item::previous()| +14| | NEW| |pw::metric::TypedMetric<>::~TypedMetric() | +14| | NEW| |__aeabi_atexit | +12| +-----+----------------------+-----------------------------------------------+------+ | |RAM | | 0| | | |[section .stack] | -32| | NEW| |group_foo | +16| | NEW| |metric_x | +12| | NEW| |[section .static_init_ram] | +4| +=====+======================+===============================================+======+ |Total| | | -4| +-----+----------------------+-----------------------------------------------+------+ .. _bloat-howto: Defining size reports in GN =========================== Diff Size Reports ^^^^^^^^^^^^^^^^^ Size reports can be defined using the GN template ``pw_size_diff``. The template requires at least two executable targets on which to perform a size diff. The base for the size diff can be specified either globally through the top-level ``base`` argument, or individually per-binary within the ``binaries`` list. **Arguments** * ``base``: Optional default base target for all listed binaries. * ``source_filter``: Optional global regex to filter labels in the diff output. * ``data_sources``: Optional global list of datasources from bloaty config file * ``binaries``: List of binaries to size diff. Each binary specifies a target, a label for the diff, and optionally a base target, source filter, and data sources that override the global ones (if specified). .. code:: import("$dir_pw_bloat/bloat.gni") executable("empty_base") { sources = [ "empty_main.cc" ] } executable("hello_world_printf") { sources = [ "hello_printf.cc" ] } executable("hello_world_iostream") { sources = [ "hello_iostream.cc" ] } pw_size_diff("my_size_report") { base = ":empty_base" data_sources = "symbols,segments" binaries = [ { target = ":hello_world_printf" label = "Hello world using printf" }, { target = ":hello_world_iostream" label = "Hello world using iostream" data_sources = "symbols" }, ] } A sample ``pw_size_diff`` ReST size report table can be found within module docs. For example, see the :ref:`pw_checksum-size-report` section of the ``pw_checksum`` module for more detail. Single Binary Size Reports ^^^^^^^^^^^^^^^^^^^^^^^^^^^ Size reports can also be defined using ``pw_size_report``, which provides a size report for a single binary. The template requires a target binary. **Arguments** * ``target``: Binary target to run size report on. * ``data_sources``: Optional list of data sources to organize outputs. * ``source_filter``: Optional regex to filter labels in the output. .. code:: import("$dir_pw_bloat/bloat.gni") executable("hello_world_iostream") { sources = [ "hello_iostream.cc" ] } pw_size_report("hello_world_iostream_size_report") { target = ":hello_iostream" data_sources = "segments,symbols" source_filter = "pw::hello" } Sample Single Binary ASCII Table Generated .. code-block:: ┌─────────────┬──────────────────────────────────────────────────┬──────┐ │segment_names│ symbols │ sizes│ ├═════════════┼══════════════════════════════════════════════════┼══════┤ │FLASH │ │12,072│ │ │pw::kvs::KeyValueStore::InitializeMetadata() │ 684│ │ │pw::kvs::KeyValueStore::Init() │ 456│ │ │pw::kvs::internal::EntryCache::Find() │ 444│ │ │pw::kvs::FakeFlashMemory::Write() │ 240│ │ │pw::kvs::internal::Entry::VerifyChecksumInFlash() │ 228│ │ │pw::kvs::KeyValueStore::GarbageCollectSector() │ 220│ │ │pw::kvs::KeyValueStore::RemoveDeletedKeyEntries() │ 220│ │ │pw::kvs::KeyValueStore::AppendEntry() │ 204│ │ │pw::kvs::KeyValueStore::Get() │ 194│ │ │pw::kvs::internal::Entry::Read() │ 188│ │ │pw::kvs::ChecksumAlgorithm::Finish() │ 26│ │ │pw::kvs::internal::Entry::ReadKey() │ 26│ │ │pw::kvs::internal::Sectors::BaseAddress() │ 24│ │ │pw::kvs::ChecksumAlgorithm::Update() │ 20│ │ │pw::kvs::FlashTestPartition() │ 8│ │ │pw::kvs::FakeFlashMemory::Disable() │ 6│ │ │pw::kvs::FakeFlashMemory::Enable() │ 6│ │ │pw::kvs::FlashMemory::SelfTest() │ 6│ │ │pw::kvs::FlashPartition::Init() │ 6│ │ │pw::kvs::FlashPartition::sector_size_bytes() │ 6│ │ │pw::kvs::FakeFlashMemory::IsEnabled() │ 4│ ├─────────────┼──────────────────────────────────────────────────┼──────┤ │RAM │ │ 1,424│ │ │test_kvs │ 992│ │ │pw::kvs::(anonymous namespace)::test_flash │ 384│ │ │pw::kvs::(anonymous namespace)::test_partition │ 24│ │ │pw::kvs::FakeFlashMemory::no_errors_ │ 12│ │ │borrowable_kvs │ 8│ │ │kvs_entry_count │ 4│ ├═════════════┼══════════════════════════════════════════════════┼══════┤ │Total │ │13,496│ └─────────────┴──────────────────────────────────────────────────┴──────┘ Size reports are typically included in ReST documentation, as described in `Documentation integration`_. Size reports may also be printed in the build output if desired. To enable this in the GN build (``pigweed/pw_bloat/bloat.gni``), set the ``pw_bloat_SHOW_SIZE_REPORTS`` build arg to ``true``. Collecting size report data ^^^^^^^^^^^^^^^^^^^^^^^^^^^ Each ``pw_size_report`` target outputs a JSON file containing the sizes of all top-level labels in the binary. (By default, this represents "segments", i.e. ELF program headers.) If a build produces multiple images, it may be useful to collect all of their sizes into a single file to provide a snapshot of sizes at some point in time --- for example, to display per-commit size deltas through CI. The ``pw_size_report_aggregation`` template is provided to collect multiple size reports' data into a single JSON file. **Arguments** * ``deps``: List of ``pw_size_report`` targets whose data to collect. * ``output``: Path to the output JSON file. .. code:: import("$dir_pw_bloat/bloat.gni") pw_size_report_aggregation("image_sizes") { deps = [ ":app_image_size_report", ":bootloader_image_size_report", ] output = "$root_gen_dir/artifacts/image_sizes.json" } Documentation integration ========================= Bloat reports are easy to add to documentation files. All ``pw_size_diff`` and ``pw_size_report`` targets output a file containing a tabular report card. This file can be imported directly into a ReST documentation file using the ``include`` directive. For example, the ``simple_bloat_loop`` and ``simple_bloat_function`` size reports under ``//pw_bloat/examples`` are imported into this file as follows: .. code:: rst Simple bloat loop example ^^^^^^^^^^^^^^^^^^^^^^^^^ .. include:: examples/simple_bloat_loop Simple bloat function example ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. include:: examples/simple_bloat_function Resulting in this output: Simple bloat loop example ^^^^^^^^^^^^^^^^^^^^^^^^^ .. include:: examples/simple_bloat_loop Simple bloat function example ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. include:: examples/simple_bloat_function Additional Bloaty data sources ============================== `Bloaty McBloatface `_ by itself cannot help answer some questions which embedded developers frequently face such as understanding how much space is left. To address this, Pigweed provides Python tooling (``pw_bloat.bloaty_config``) to generate bloaty configuration files based on the final ELF files through small tweaks in the linker scripts to expose extra information. See the sections below on how to enable the additional data sections through modifications in your linker script(s). As an example to generate the helper configuration which enables additional data sources for ``example.elf`` if you've updated your linker script(s) accordingly, simply run ``python -m pw_bloaty.bloaty_config example.elf > example.bloaty``. The ``example.bloaty`` can then be used with bloaty using the ``-c`` flag, for example ``bloaty -c example.bloaty example.elf --domain vm -d memoryregions,utilization`` which may return something like: .. code-block:: 84.2% 1023Ki FLASH 94.2% 963Ki Free space 5.8% 59.6Ki Used space 15.8% 192Ki RAM 100.0% 192Ki Used space 0.0% 512 VECTOR_TABLE 96.9% 496 Free space 3.1% 16 Used space 0.0% 0 Not resident in memory NAN% 0 Used space ``utilization`` data source ^^^^^^^^^^^^^^^^^^^^^^^^^^^ The most common question many embedded developers face when using ``bloaty`` is how much space you are using and how much space is left. To correctly answer this, section sizes must be used in order to correctly account for section alignment requirements. The generated ``utilization`` data source will work with any ELF file, where ``Used Space`` is reported for the sum of virtual memory size of all sections. In order for ``Free Space`` to be reported, your linker scripts must include properly aligned sections which span the unused remaining space for the relevant memory region with the ``unused_space`` string anywhere in their name. This typically means creating a trailing section which is pinned to span to the end of the memory region. For example imagine this partial example GNU LD linker script: .. code-block:: MEMORY { FLASH(rx) : \ ORIGIN = PW_BOOT_FLASH_BEGIN, \ LENGTH = PW_BOOT_FLASH_SIZE RAM(rwx) : \ ORIGIN = PW_BOOT_RAM_BEGIN, \ LENGTH = PW_BOOT_RAM_SIZE } SECTIONS { /* Main executable code. */ .code : ALIGN(4) { /* Application code. */ *(.text) *(.text*) KEEP(*(.init)) KEEP(*(.fini)) . = ALIGN(4); /* Constants.*/ *(.rodata) *(.rodata*) } >FLASH /* Explicitly initialized global and static data. (.data)*/ .static_init_ram : ALIGN(4) { *(.data) *(.data*) . = ALIGN(4); } >RAM AT> FLASH /* Zero initialized global/static data. (.bss) */ .zero_init_ram (NOLOAD) : ALIGN(4) { *(.bss) *(.bss*) *(COMMON) . = ALIGN(4); } >RAM } Could be modified as follows enable ``Free Space`` reporting: .. code-block:: MEMORY { FLASH(rx) : ORIGIN = PW_BOOT_FLASH_BEGIN, LENGTH = PW_BOOT_FLASH_SIZE RAM(rwx) : ORIGIN = PW_BOOT_RAM_BEGIN, LENGTH = PW_BOOT_RAM_SIZE /* Each memory region above has an associated .*.unused_space section that * overlays the unused space at the end of the memory segment. These * segments are used by pw_bloat.bloaty_config to create the utilization * data source for bloaty size reports. * * These sections MUST be located immediately after the last section that is * placed in the respective memory region or lld will issue a warning like: * * warning: ignoring memory region assignment for non-allocatable section * '.VECTOR_TABLE.unused_space' * * If this warning occurs, it's also likely that LLD will have created quite * large padded regions in the ELF file due to bad cursor operations. This * can cause ELF files to balloon from hundreds of kilobytes to hundreds of * megabytes. * * Attempting to add sections to the memory region AFTER the unused_space * section will cause the region to overflow. */ } SECTIONS { /* Main executable code. */ .code : ALIGN(4) { /* Application code. */ *(.text) *(.text*) KEEP(*(.init)) KEEP(*(.fini)) . = ALIGN(4); /* Constants.*/ *(.rodata) *(.rodata*) } >FLASH /* Explicitly initialized global and static data. (.data)*/ .static_init_ram : ALIGN(4) { *(.data) *(.data*) . = ALIGN(4); } >RAM AT> FLASH /* Defines a section representing the unused space in the FLASH segment. * This MUST be the last section assigned to the FLASH region. */ PW_BLOAT_UNUSED_SPACE(FLASH) /* Zero initialized global/static data. (.bss). */ .zero_init_ram (NOLOAD) : ALIGN(4) { *(.bss) *(.bss*) *(COMMON) . = ALIGN(4); } >RAM /* Defines a section representing the unused space in the RAM segment. This * MUST be the last section assigned to the RAM region. */ PW_BLOAT_UNUSED_SPACE(RAM) } The preprocessor macro ``PW_BLOAT_UNUSED_SPACE`` is defined in ``pw_bloat/bloat_macros.ld``. To use these macros include this file in your ``pw_linker_script`` as follows: .. code-block:: pw_linker_script("my_linker_script") { includes = [ "$dir_pw_bloat/bloat_macros.ld" ] linker_script = "my_project_linker_script.ld" } Note that linker scripts are not natively supported by GN and can't be provided through ``deps``, the ``bloat_macros.ld`` must be passed in the ``includes`` list. .. _module-pw_bloat-memoryregions: ``memoryregions`` data source ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Understanding how symbols, sections, and other data sources can be attributed back to the memory regions defined in your linker script is another common problem area. Unfortunately the ELF format does not include the original memory regions, meaning ``bloaty`` can not do this today by itself. In addition, it's relatively common that there are multiple memory regions which alias to the same memory but through different buses which could make attribution difficult. Instead of taking the less portable and brittle approach to parse ``*.map`` files, ``pw_bloat.bloaty_config`` consumes symbols which are defined in the linker script with a special format to extract this information from the ELF file: ``pw_bloat_config_memory_region_NAME_{start,end}{_N,}``. These symbols are defined by the preprocessor macros ``PW_BLOAT_MEMORY_REGION`` and ``PW_BLOAT_MEMORY_REGION_MAP`` with the right address and size for the regions. To use these macros include the ``pw_bloat/bloat_macros.ld`` in your ``pw_linker_script`` as follows: .. code-block:: pw_linker_script("my_linker_script") { includes = [ "$dir_pw_bloat/bloat_macros.ld" ] linker_script = "my_project_linker_script.ld" } These symbols are then used to determine how to map segments to these memory regions. Note that segments must be used in order to account for inter-section padding which are not attributed against any sections. As an example, if you have a single view in the single memory region named ``FLASH``, then you should include the following macro in your linker script to generate the symbols needed for the that region: .. code-block:: PW_BLOAT_MEMORY_REGION(FLASH) As another example, if you have two aliased memory regions (``DCTM`` and ``ITCM``) into the same effective memory named you'd like to call ``RAM``, then you should produce the following four symbols in your linker script: .. code-block:: PW_BLOAT_MEMORY_REGION_MAP(RAM, ITCM) PW_BLOAT_MEMORY_REGION_MAP(RAM, DTCM)