Repository: joerick/pyinstrument Branch: main Commit: 004aedebc3c7 Files: 178 Total size: 3.1 MB Directory structure: gitextract_wp7abzyz/ ├── .devcontainer/ │ ├── Dockerfile │ ├── devcontainer.json │ └── reinstall-cmake.sh ├── .editorconfig ├── .github/ │ ├── dependabot.yml │ └── workflows/ │ ├── test.yml │ └── wheels.yml ├── .gitignore ├── .pre-commit-config.yaml ├── .readthedocs.yaml ├── LICENSE ├── MAINTAINERS.md ├── MANIFEST.in ├── README.md ├── bin/ │ ├── build_js_bundle.py │ ├── bump_version.py │ ├── create_demo_data.py │ ├── create_sample_json.py │ └── serve_docs ├── docs/ │ ├── Makefile │ ├── _static/ │ │ └── preview/ │ │ ├── assets/ │ │ │ ├── django_template_render-CIkNzFIy.js │ │ │ ├── index-B-UkLYqV.js │ │ │ ├── index-paBu1EOJ.css │ │ │ ├── sympy_calculation-B9Pn_4RL.js │ │ │ └── wikipedia_article_word_count-CGt_pvsZ.js │ │ └── index.html │ ├── conf.py │ ├── extensions/ │ │ └── signature_change.py │ ├── guide.md │ ├── home.md │ ├── how-it-works.md │ ├── index.md │ └── reference.md ├── examples/ │ ├── aiohttp_web_hello.py │ ├── async_example_simple.py │ ├── async_experiment_1.py │ ├── async_experiment_3.py │ ├── busy_wait.py │ ├── c_sort.py │ ├── context_api.py │ ├── demo_scripts/ │ │ ├── django_example/ │ │ │ ├── .gitignore │ │ │ ├── README.md │ │ │ ├── django_example/ │ │ │ │ ├── __init__.py │ │ │ │ ├── settings.py │ │ │ │ ├── templates/ │ │ │ │ │ ├── template.html │ │ │ │ │ └── template_base.html │ │ │ │ ├── urls.py │ │ │ │ └── views.py │ │ │ └── manage.py │ │ ├── django_template_render.py │ │ ├── sympy_calculation.py │ │ └── wikipedia_article_word_count.py │ ├── falcon_hello.py │ ├── falcon_hello_file.py │ ├── flask_hello.py │ ├── litestar_hello.py │ ├── np_c_function.py │ └── tbhide_demo.py ├── html_renderer/ │ ├── .editorconfig │ ├── .gitignore │ ├── demo-data/ │ │ ├── django_template_render.json │ │ ├── sympy_calculation.json │ │ └── wikipedia_article_word_count.json │ ├── demo-src/ │ │ ├── DemoApp.svelte │ │ └── main.ts │ ├── index.html │ ├── package.json │ ├── src/ │ │ ├── App.svelte │ │ ├── app.css │ │ ├── components/ │ │ │ ├── CallStackView.svelte │ │ │ ├── CogIcon.svelte │ │ │ ├── Frame.svelte │ │ │ ├── Header.svelte │ │ │ ├── Logo.svelte │ │ │ ├── TimelineCanvasView.ts │ │ │ ├── TimelineCanvasViewTooltip.svelte │ │ │ ├── TimelineView.svelte │ │ │ ├── ViewOptions.svelte │ │ │ ├── ViewOptionsCallStack.svelte │ │ │ └── ViewOptionsTimeline.svelte │ │ ├── lib/ │ │ │ ├── CanvasView.ts │ │ │ ├── DevicePixelRatioObserver.ts │ │ │ ├── appState.ts │ │ │ ├── color.ts │ │ │ ├── dataTypes.ts │ │ │ ├── model/ │ │ │ │ ├── Frame.ts │ │ │ │ ├── FrameGroup.ts │ │ │ │ ├── Session.ts │ │ │ │ ├── frameOps.test.ts │ │ │ │ ├── frameOps.ts │ │ │ │ ├── modelUtil.ts │ │ │ │ └── processors.ts │ │ │ ├── settings.ts │ │ │ └── utils.ts │ │ ├── main.ts │ │ ├── types.d.ts │ │ └── vite-env.d.ts │ ├── svelte.config.js │ ├── tsconfig.json │ ├── tsconfig.node.json │ └── vite.config.ts ├── metrics/ │ ├── count_samples.py │ ├── frame_info.py │ ├── interrupt.py │ ├── multi_overhead.py │ ├── overflow.py │ └── overhead.py ├── noxfile.py ├── pyinstrument/ │ ├── __init__.py │ ├── __main__.py │ ├── context_manager.py │ ├── frame.py │ ├── frame_info.py │ ├── frame_ops.py │ ├── low_level/ │ │ ├── pyi_floatclock.c │ │ ├── pyi_floatclock.h │ │ ├── pyi_shared.h │ │ ├── pyi_timing_thread.c │ │ ├── pyi_timing_thread.h │ │ ├── pyi_timing_thread_python.py │ │ ├── stat_profile.c │ │ ├── stat_profile.pyi │ │ ├── stat_profile_python.py │ │ └── types.py │ ├── magic/ │ │ ├── __init__.py │ │ ├── _utils.py │ │ └── magic.py │ ├── middleware.py │ ├── processors.py │ ├── profiler.py │ ├── py.typed │ ├── renderers/ │ │ ├── __init__.py │ │ ├── base.py │ │ ├── console.py │ │ ├── html.py │ │ ├── html_resources/ │ │ │ ├── app.css │ │ │ └── app.js │ │ ├── jsonrenderer.py │ │ ├── pstatsrenderer.py │ │ ├── session.py │ │ └── speedscope.py │ ├── session.py │ ├── stack_sampler.py │ ├── typing.py │ ├── util.py │ └── vendor/ │ ├── __init__.py │ ├── appdirs.py │ ├── decorator.py │ └── keypath.py ├── pyproject.toml ├── requirements-dev.txt ├── setup.cfg ├── setup.py └── test/ ├── __init__.py ├── conftest.py ├── fake_time_util.py ├── low_level/ │ ├── __init__.py │ ├── test_context.py │ ├── test_custom_timer.py │ ├── test_floatclock.py │ ├── test_frame_info.py │ ├── test_setstatprofile.py │ ├── test_threaded.py │ ├── test_timing_thread.py │ └── util.py ├── test_cmdline.py ├── test_cmdline_main.py ├── test_context_manager.py ├── test_ipython_magic.py ├── test_overflow.py ├── test_processors.py ├── test_profiler.py ├── test_profiler_async.py ├── test_pstats_renderer.py ├── test_renderers.py ├── test_stack_sampler.py ├── test_threading.py └── util.py ================================================ FILE CONTENTS ================================================ ================================================ FILE: .devcontainer/Dockerfile ================================================ # See here for image contents: https://github.com/microsoft/vscode-dev-containers/tree/v0.238.0/containers/cpp/.devcontainer/base.Dockerfile # [Choice] Debian / Ubuntu version (use Debian 11, Ubuntu 18.04/22.04 on local arm64/Apple Silicon): debian-11, debian-10, ubuntu-22.04, ubuntu-20.04, ubuntu-18.04 ARG VARIANT="bullseye" FROM mcr.microsoft.com/vscode/devcontainers/cpp:0-${VARIANT} # [Optional] Install CMake version different from what base image has already installed. # CMake reinstall choices: none, 3.21.5, 3.22.2, or versions from https://cmake.org/download/ ARG REINSTALL_CMAKE_VERSION_FROM_SOURCE="none" # Optionally install the cmake for vcpkg COPY ./reinstall-cmake.sh /tmp/ RUN if [ "${REINSTALL_CMAKE_VERSION_FROM_SOURCE}" != "none" ]; then \ chmod +x /tmp/reinstall-cmake.sh && /tmp/reinstall-cmake.sh ${REINSTALL_CMAKE_VERSION_FROM_SOURCE}; \ fi \ && rm -f /tmp/reinstall-cmake.sh # [Optional] Uncomment this section to install additional vcpkg ports. # RUN su vscode -c "${VCPKG_ROOT}/vcpkg install " # [Optional] Uncomment this section to install additional packages. # RUN apt-get update && export DEBIAN_FRONTEND=noninteractive \ # && apt-get -y install --no-install-recommends ================================================ FILE: .devcontainer/devcontainer.json ================================================ // For format details, see https://aka.ms/devcontainer.json. For config options, see the README at: // https://github.com/microsoft/vscode-dev-containers/tree/v0.238.0/containers/cpp { "name": "C++", "build": { "dockerfile": "Dockerfile", // Update 'VARIANT' to pick an Debian / Ubuntu OS version: debian-11, debian-10, ubuntu-22.04, ubuntu-20.04, ubuntu-18.04 // Use Debian 11, Ubuntu 18.04 or Ubuntu 22.04 on local arm64/Apple Silicon "args": { "VARIANT": "ubuntu-22.04" } }, "runArgs": ["--cap-add=SYS_PTRACE", "--security-opt", "seccomp=unconfined"], // Configure tool-specific properties. "customizations": { // Configure properties specific to VS Code. "vscode": { // Add the IDs of extensions you want installed when the container is created. "extensions": [ "benjamin-simmonds.pythoncpp-debug", "eamodio.gitlens", "ms-python.python", "ms-python.vscode-pylance", "ms-vscode.cmake-tools", "ms-vscode.cpptools", "samuelcolvin.jinjahtml", "xr0master.webstorm-intellij-darcula-theme" ] } }, // Use 'forwardPorts' to make a list of ports inside the container available locally. // "forwardPorts": [], // Use 'postCreateCommand' to run commands after the container is created. // "postCreateCommand": "gcc -v", // Comment out to connect as root instead. More info: https://aka.ms/vscode-remote/containers/non-root. "remoteUser": "vscode", "features": { "git": "latest", "github-cli": "latest", "sshd": "latest", "node": "16", "python": "3.10" } } ================================================ FILE: .devcontainer/reinstall-cmake.sh ================================================ #!/usr/bin/env bash #------------------------------------------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See https://go.microsoft.com/fwlink/?linkid=2090316 for license information. #------------------------------------------------------------------------------------------------------------- # set -e CMAKE_VERSION=${1:-"none"} if [ "${CMAKE_VERSION}" = "none" ]; then echo "No CMake version specified, skipping CMake reinstallation" exit 0 fi # Cleanup temporary directory and associated files when exiting the script. cleanup() { EXIT_CODE=$? set +e if [[ -n "${TMP_DIR}" ]]; then echo "Executing cleanup of tmp files" rm -Rf "${TMP_DIR}" fi exit $EXIT_CODE } trap cleanup EXIT echo "Installing CMake..." apt-get -y purge --auto-remove cmake mkdir -p /opt/cmake architecture=$(dpkg --print-architecture) case "${architecture}" in arm64) ARCH=aarch64 ;; amd64) ARCH=x86_64 ;; *) echo "Unsupported architecture ${architecture}." exit 1 ;; esac CMAKE_BINARY_NAME="cmake-${CMAKE_VERSION}-linux-${ARCH}.sh" CMAKE_CHECKSUM_NAME="cmake-${CMAKE_VERSION}-SHA-256.txt" TMP_DIR=$(mktemp -d -t cmake-XXXXXXXXXX) echo "${TMP_DIR}" cd "${TMP_DIR}" curl -sSL "https://github.com/Kitware/CMake/releases/download/v${CMAKE_VERSION}/${CMAKE_BINARY_NAME}" -O curl -sSL "https://github.com/Kitware/CMake/releases/download/v${CMAKE_VERSION}/${CMAKE_CHECKSUM_NAME}" -O sha256sum -c --ignore-missing "${CMAKE_CHECKSUM_NAME}" sh "${TMP_DIR}/${CMAKE_BINARY_NAME}" --prefix=/opt/cmake --skip-license ln -s /opt/cmake/bin/cmake /usr/local/bin/cmake ================================================ FILE: .editorconfig ================================================ # EditorConfig is awesome: https://EditorConfig.org # top-most EditorConfig file root = true [*] indent_style = space indent_size = 4 end_of_line = lf charset = utf-8 trim_trailing_whitespace = true insert_final_newline = true [html_renderer/**] indent_size = 2 ================================================ FILE: .github/dependabot.yml ================================================ version: 2 updates: - package-ecosystem: "github-actions" directory: "/" schedule: interval: "weekly" ignore: # Optional: Official actions have moving tags like v1; # if you use those, you don't need updates. - dependency-name: "actions/*" ================================================ FILE: .github/workflows/test.yml ================================================ on: push: branches: [ main ] pull_request: branches: [ main ] jobs: pre-commit: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 with: # Checkout pull request HEAD commit instead of merge commit ref: ${{ github.event.pull_request.head.sha }} fetch-depth: 0 - uses: actions/setup-python@v5 - name: Install Python deps run: | pip install -r requirements-dev.txt - uses: pre-commit/action@v3.0.1 with: token: ${{ secrets.GITHUB_TOKEN }} test: runs-on: ${{ matrix.os }} strategy: matrix: os: [ubuntu-latest, windows-latest, macos-latest] python-version: ["3.8", "3.9", "3.10", "3.11", "3.12", "3.13"] # also add an aarch64 test, just one python version include: - os: ubuntu-24.04-arm python-version: "3.13" fail-fast: false steps: - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python-version }} uses: actions/setup-python@v5 with: python-version: ${{ matrix.python-version }} - name: Install dependencies run: | python -m pip install --upgrade pip setuptools wheel pip install -e '.[test]' - name: Test with pytest run: | pytest && pytest --only-ipython-magic ================================================ FILE: .github/workflows/wheels.yml ================================================ name: Build wheels on: push: branches: [ main ] tags: - v* pull_request: branches: [ main ] # only run on pull requests that change a C file or build system paths: - '**.c' - setup.py - setup.cfg - pyproject.toml - .github/workflows/wheels.yml jobs: build_wheels: name: Build wheels on ${{ matrix.archs }} for ${{ matrix.os }} runs-on: ${{ matrix.os }} strategy: matrix: os: [ubuntu-latest, windows-latest, macos-latest, ubuntu-24.04-arm] steps: - uses: actions/checkout@v4 - name: Set up QEMU if: ${{ matrix.archs == 'aarch64' }} uses: docker/setup-qemu-action@v3 - uses: actions/setup-python@v5 name: Install Python with: python-version: '3.8' - name: Build wheels uses: joerick/cibuildwheel@v3.3.1 env: CIBW_SKIP: pp* CIBW_ARCHS_MACOS: auto universal2 - uses: actions/upload-artifact@v4 with: name: cibw-wheels-${{ matrix.os }}-${{ strategy.job-index }} path: ./wheelhouse/*.whl build_sdist: name: Build source distribution runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - uses: actions/setup-python@v5 name: Install Python with: python-version: '3.8' - name: Check manifest run: pipx run check-manifest - name: Build sdist run: python setup.py sdist - uses: actions/upload-artifact@v4 with: name: cibw-sdist path: dist/*.tar.gz upload_pypi: needs: [build_wheels, build_sdist] runs-on: ubuntu-latest # upload to PyPI on every tag starting with 'v' if: github.event_name == 'push' && startsWith(github.event.ref, 'refs/tags/v') environment: name: pypi url: https://pypi.org/p/pyinstrument permissions: id-token: write attestations: write steps: - uses: actions/download-artifact@v4 with: # unpacks all CIBW artifacts into dist/ pattern: cibw-* path: dist merge-multiple: true - uses: pypa/gh-action-pypi-publish@release/v1 ================================================ FILE: .gitignore ================================================ # virtualenv env/ env2/ env3*/ .Python /env # python *.pyc __pycache__/ # C extensions *.so *.pyd # distribution dist/ *.egg-info/ build .eggs # testing .cache .pytest_cache # editor *.code-workspace .history .vscode .idea # docs docs/_build ================================================ FILE: .pre-commit-config.yaml ================================================ repos: - repo: https://github.com/pre-commit/pre-commit-hooks rev: v4.6.0 hooks: - id: trailing-whitespace - id: end-of-file-fixer - id: check-yaml - id: check-added-large-files - repo: https://github.com/pycqa/isort rev: 5.13.2 hooks: - id: isort name: isort (python) - repo: https://github.com/psf/black rev: 24.4.2 hooks: - id: black language_version: python3 - repo: https://github.com/codespell-project/codespell rev: v2.3.0 hooks: - id: codespell exclude: "\\.(json)$|docs/_static/preview" args: - --ignore-words-list=vas - repo: https://github.com/RobertCraigie/pyright-python rev: v1.1.403 hooks: - id: pyright additional_dependencies: - pytest - ipython == 8.12.3 - django - flask - trio - flaky - numpy - nox - requests - greenlet - types-click - types-requests - falcon - litestar - aiohttp - repo: local hooks: - id: build name: build js bundle entry: bin/build_js_bundle.py --force files: html_renderer/.* language: node pass_filenames: false - repo: https://github.com/asottile/pyupgrade rev: v3.17.0 hooks: - id: pyupgrade args: [--py37-plus] stages: [manual] exclude: ^pyinstrument/vendor/ exclude: ^pyinstrument/renderers/html_resources/app.js$|^pyinstrument/vendor ================================================ FILE: .readthedocs.yaml ================================================ version: 2 build: os: ubuntu-22.04 tools: python: "3.11" sphinx: configuration: docs/conf.py python: install: - requirements: requirements-dev.txt ================================================ FILE: LICENSE ================================================ Copyright (c) 2014-2020, Joe Rickerby and contributors All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. ================================================ FILE: MAINTAINERS.md ================================================ # Releasing ``` bin/bump_version.py git push && git push --tags ``` Deployment to PyPI is performed in GitHub Actions. ================================================ FILE: MANIFEST.in ================================================ prune ** graft pyinstrument graft test graft bin graft html_renderer prune html_renderer/node_modules prune html_renderer/dist include LICENSE README.md pyproject.toml setup.py setup.cfg noxfile.py requirements-dev.txt global-exclude __pycache__ *.py[cod] .* dist ================================================ FILE: README.md ================================================ pyinstrument ============ [![PyPI version](https://badge.fury.io/py/pyinstrument.svg)](https://badge.fury.io/py/pyinstrument) [![.github/workflows/test.yml](https://github.com/joerick/pyinstrument/actions/workflows/test.yml/badge.svg)](https://github.com/joerick/pyinstrument/actions/workflows/test.yml) [![Build wheels](https://github.com/joerick/pyinstrument/actions/workflows/wheels.yml/badge.svg)](https://github.com/joerick/pyinstrument/actions/workflows/wheels.yml) [Documentation](https://pyinstrument.readthedocs.io/) [![Screenshot](https://github.com/joerick/pyinstrument/raw/main/docs/img/screenshot.jpg)](https://github.com/joerick/pyinstrument/raw/main/docs/img/screenshot.jpg) Pyinstrument is a Python profiler. A profiler is a tool to help you optimize your code - make it faster. To get the biggest speed increase you should [focus on the slowest part of your program](https://en.wikipedia.org/wiki/Amdahl%27s_law). Pyinstrument helps you find it! > ☕️ Not sure where to start? Check out this [video tutorial from calmcode.io](https://calmcode.io/pyinstrument/introduction.html)! Installation ------------ pip install pyinstrument Pyinstrument supports Python 3.8+. > To run Pyinstrument from a git checkout, there's a build step. Take a look at [Contributing](#contributing) for more info. Documentation ------------- To learn how to use pyinstrument, or to check the reference, head to the [documentation](https://pyinstrument.readthedocs.io/). Known issues ------------ - Profiling code inside a Docker container can cause some strange results, because the gettimeofday syscall that pyinstrument uses is slow in that environment. See [#83](https://github.com/joerick/pyinstrument/issues/83) - When using `pyinstrument script.py` where `script.py` contains a class serialized with `pickle`, you might encounter errors because the serialisation machinery doesn't know where `__main__` is. [See this issue for workarounds](https://github.com/joerick/pyinstrument/issues/109#issuecomment-722276263) Changelog --------- ### v5.1.2 _4 January 2026_ - Adds the ability to customize description using CLI option `--target-description` (#408) - You can set the interval for the Django middleware using the PYINSTRUMENT_INTERVAL option (#416) - HTMLRenderer can now run preprocessors on the input, to manipulate the call tree before writing to HTML (#403) - Fix a bug where mismatched start/stops can produce "call stack without an active session" errors (#406) - Limit sample count for the HTML renderer to ensure the browser can load the sample (#407) ### v5.1.1 _12 August 2025_ - Fix some memory leaks in the low-level C extension (#394) ### v5.1.0 _10 August 2025_ - Precision of printed durations now adapts to the interval of the profile. This allows you to see more detail when the interval, and hides unnecessary detail when the interval is large. (#390) - Adds an option to the Django middleware to customise the filename of saved profile runs using a callback (#393) - Adds an aiohttp.web example to the documentation (#389) ### v5.0.3 _2 July 2025_ - Fix a bug where the HTML renderer would crash when the profile is empty (#377) ### v5.0.2 _24 May 2025_ - Fix a bug that caused jupyter notebooks to continue to run after a profiled cell was interrupted with Ctrl-C (#373) - Fix a type annotation issue when using mypy and import pyinstrument (#373) ### v5.0.1 _23 January 2025_ - Adds a Django option to customise the filename of saved profile runs (#339) - Improve the FastAPI integration docs (#355) - Include more options in the IPython magic (#350) ### v5.0.0 _11 October 2024_ Loads of improvements to the HTML renderer! - Timeline mode - see and zoom into an interactive linear timeline! ![timeline mode](docs/img/timeline.png) - HTML mode now has interactive options, rather than needing to set the upfront. - Streamlined the design of the HTML page header. - HTML Call stack view supports arrow key navigation. - The way ‘library’ code is detected has been changed. Previously, if the string ‘/lib/’ occurred in the file path, that was considered library code (and collapsed by default). Now, pyinstrument captures the paths of the Python install and any active virtualenv/conda env at profile time. Files that are stored there are considered library. That should give fewer false positives. - Calls to profiler.start() can now pass a target_description parameter, which is displayed in the profile readout. Check my [blog post](https://joerick.me/posts/2024/10/3/pyinstrument-5/) for more info on the new features. ### v4.7.3 _6 September 2024_ - Fix a bug introduced in 4.7.0 which would cause the profiler to crash when profiling code with unusual locals, notably some pytest extensions (#332) - Fix a bug that causes pyinstrument to fail to import packages like `glom` on Python 3.12 or later, which mutate the locals() dict. (#336) - Fix a bug that caused a `UnicodeDecodeError` on some platforms (#330) - Fix a DivideByZero error that occurs in some situations - The IPython integration takes greater step to ensure a clean profile output, by ensuring internal frames are trimmed before printing. (#321) ### v4.7.2 _5 August 2024_ - Add CPython 3.13 wheels - Fix a bug that caused the HTML output to fail to render in some browser contexts (#328) ### v4.7.1 _2 August 2024_ - Fix issue with PyPI upload ### v4.7.0 _1 August 2024_ - Adds a new, convenient API for [profiling chunks of Python code](https://pyinstrument.readthedocs.io/en/stable/guide.html#profile-a-specific-chunk-of-code)! You can now profile simply using a `with` block, or a function/method decorator. This will profile the code and print a short readout into the terminal. (#327) - Adds new, lower overhead timing options. Pyinstrument calls timers on every Python function call, which is fine on systems with fast timing available, but it adds significant overhead on systems that require a syscall for each, such as some Docker environments. Pyinstrument will now detect slow timers present a warning with two choices. You can enable a 'timing thread', which offloads the timing workload from the profiled thread, or, if you're happy with lower resolution, you can opt to use a 'coarse' timer, which is provided on some Linux systems. (#273) - Alt-click rows in the HTML output to collapse/expand the whole tree (#325) - Adds a `flat` argument to the console output, to present a flat list of functions (#294) - Adds a Litestar example config and docs (#284) - Preliminary Python 3.13 support (#322) ### v4.6.2 _26 January 2024_ - Fixes a bug with the pstats renderer, where additional frames could be seen in the output. (#287) - Adds `show_all` option to [Profiler.output_html](https://pyinstrument.readthedocs.io/en/stable/reference.html#pyinstrument.Profiler.output_html) ### v4.6.1 _8 November 2023_ - Fixes a bug with unwanted variable expansion in the IPython magics `%pyinstrument` (#278) ### v4.6.0 _12 October 2023_ - Adds a feature `-c`, which allows profiling code directly from the command line, like `python -c`. (#271) - Adds a convenience method [`Profiler.write_html`](https://pyinstrument.readthedocs.io/en/stable/reference.html#pyinstrument.Profiler.write_html), for writing HTML output to a file directly. (#266) ### v4.5.3 _7 September 2023_ - Fix a problem in the packaging process that prevented upload to PyPI ### v4.5.2 _1 September 2023_ - Show the program name in the header of the HTML output (#260) - Improve program name capture through resilience to other programs modifying sys.argv (#258) - Add support for Python 3.12 (#246) ### v4.5.1 _22 July 2023_ - Fix a bug that caused `[X frames hidden]` in the output when frames were deleted due to `__tracebackhide__` (#255) - Fix a bug causing built-in code to display the filepath `None` in the console output (#254) - Some docs improvements (#251) ### v4.5.0 _5 June 2023_ - Adds a flat mode to the console renderer, which can be enabled by passing `-p flat` on the command line. This mode shows the heaviest frame as measured by self-time, which can be useful in some codebases. (#240) - Adds the ability to save `pstats` files. This is the file format used by cprofile in the stdlib. It's less detailed than pyinstrument profiles, but it's compatible with more tools. (#236) - Fixes a detail of the `--show-all` option - pyinstrument will no longer remove Python-internal frames when this option is supplied. (#239) - Internally to the HTML renderer, it now uses Svelte to render the frontend, meaning profile HTML files bundle less javascript and so are smaller. (#222) ### v4.4.0 _5 November 2022_ - Adds the class name to methods in the console & HTML outputs (#203) - Fix a bug that caused pyinstrument machinery to appear at the start of a profile (#215) - Frames that set a `__traceback_hide__` local variable will now be removed from the output (#217) - Jupyter/IPython magic now supports async/await, if you run with a `--async_mode=enabled` flag. (#212) - Fix a crash when more than one root frame is captured in a thread - this can happen with gevent. - A big refactor to the backend, allowing more than just static information to be captured. This currently is just powering the class name feature, but more is to come! ### v4.3.0 _21 August 2022_ - Adds buttons in the HTML output to switch between absolute and proportional (percentage) time. - Adds a command line flag `--interval` (seconds, default 0.001) to change the interval that pyinstrument samples a program. This is useful for long-running programs, where increasing the interval reduces the memory overhead. - Includes wheels for CPython 3.11. ### v4.2.0 - Adds a command-line option `-p` `--render-option` that allows arbitrary setting of render options. This lets you set options like `filter_threshold` from the command line, by doing something like `pyinstrument -p processor_options.filter_threshold=0`. Here's the help output for the option: ``` -p RENDER_OPTION, --render-option=RENDER_OPTION options to pass to the renderer, in the format 'flag_name' or 'option_name=option_value'. For example, to set the option 'time', pass '-p time=percent_of_total'. To pass multiple options, use the -p option multiple times. You can set processor options using dot-syntax, like '-p processor_options.filter_threshold=0'. option_value is parsed as a JSON value or a string. ``` - Adds the ability to view times in the console output as percentages, rather than absolute times. Use the ConsoleRenderer option `time='percent_of_total'`, or on the command line, use `-p`, like `pyinstrument -p time=percent_of_total`. - Adds command line options for loading and saving pyinstrument sessions. You can save the raw data for a pyinstrument session with `-r session`, like `pyinstrument -r session -o session.pyisession myscript.py`. Loading is via `--load`, e.g. `pyinstrument --load session.pyisession`. - Command line output format is inferred from the `-o` output file extension. So if you do `pyinstrument -o profile.html myscript.py`, you don't need to supply `-r html`, pyinstrument will automatically use the HTML renderer. Or if you do `pyinstrument -o profile.pyisession myscript.py`, it will save a raw session object. - Adds [usage examples for FastAPI and pytest](https://pyinstrument.readthedocs.io/en/stable/guide.html#profile-a-web-request-in-fastapi) to the documentation. - Fixes a bug causing NotImplementedError when using `async_mode=strict`. - Adds support for Python 3.11 ### v4.1.1 - Fixed an issue causing PYINSTRUMENT_PROFILE_DIR_RENDERER to output the wrong file extension when used with the speedscope renderer. ### v4.1.0 - You can now use pyinstrument natively in an IPython notebook! Just use `%load_ext pyinstrument` at the top of your notebook, and then `%%pyinstrument` in the cell you want to profile. - Added support for the [speedscope](https://www.speedscope.app/) format. This provides a way to view interactive flamecharts using pyinstrument. To use, profile with `pyinstrument -r speedscope`, and upload to the speedscope web app. - You can now configure renderers for the Django middleware file output, using the `PYINSTRUMENT_PROFILE_DIR_RENDERER` option. - Added wheels for Linux aarch64 (64-bit ARM). ### v4.0.4 - Fix a packaging issue where a package called 'test' was installed alongside pyinstrument - Use more modern C APIs to resolve deprecation warnings on Python 3.10. - Minor docs fixes ### v4.0.3 - CPython 3.10 support - Improve error messages when trying to use Profiler from multiple threads - Fix crash when rendering sessions that contain a module in a FrameGroup ### v4.0.2 - Fix some packaging issues ### v4.0.0 - Async support! Pyinstrument now detects when an async task hits an await, and tracks time spent outside of the async context under this await. So, for example, here's a simple script with an async task that does a sleep: ```python import asyncio from pyinstrument import Profiler async def main(): p = Profiler(async_mode='disabled') with p: print('Hello ...') await asyncio.sleep(1) print('... World!') p.print() asyncio.run(main()) ``` Before Pyinstrument 4.0.0, we'd see only time spent in the run loop, like this: ``` _ ._ __/__ _ _ _ _ _/_ Recorded: 18:33:03 Samples: 2 /_//_/// /_\ / //_// / //_'/ // Duration: 1.006 CPU time: 0.001 / _/ v3.4.2 Program: examples/async_example_simple.py 1.006 _run_once asyncio/base_events.py:1784 └─ 1.005 select selectors.py:553 [3 frames hidden] selectors, 1.005 kqueue.control :0 ``` Now, with pyinstrument 4.0.0, we get: _ ._ __/__ _ _ _ _ _/_ Recorded: 18:30:43 Samples: 2 /_//_/// /_\ / //_// / //_'/ // Duration: 1.007 CPU time: 0.001 / _/ v4.0.0 Program: examples/async_example_simple.py 1.006 main async_example_simple.py:4 └─ 1.005 sleep asyncio/tasks.py:641 [2 frames hidden] asyncio 1.005 [await] For more information, check out the [async profiling documentation] and the [Profiler.async_mode] property. - Pyinstrument has a [documentation site], including full Python API docs! [async profiling documentation]: https://pyinstrument.readthedocs.io/en/stable/how-it-works.html#async-profiling [Profiler.async_mode]: https://pyinstrument.readthedocs.io/en/stable/reference.html#pyinstrument.Profiler.async_mode [documentation site]: https://pyinstrument.readthedocs.io ### v3.4.2 - Fix a bug that caused `--show`, `--show-regex`, `--show-all` to be ignored on the command line. ### v3.4.1 - Under-the-hood modernisation ### v3.4.0 - Added `timeline` option (boolean) to Profiler methods `output_html()` and `open_in_browser()`. ### v3.3.0 - Fixed issue with `pyinstrument -m module`, where pyinstrument wouldn't find modules in the current directory. - Dropped support for Python 2.7 and 3.5. Old versions will remain available on PyPI, and pip should choose the correct one automatically. ### v3.2.0 - Added the ability to track time in C functions. Minor note - Pyinstrument will record time spent C functions as 'leaf' functions, due to a limitation in how Python records frames. `Python -> C -> Python` is recorded as `Python -> Python`, but `Python -> Python -> C` will be attributed correctly. (#103) ### v3.1.2 - Fix `<__array_function__ internals>` frames appearing as app code in reports ### v3.1.1 - Added support for timeline mode on HTML and JSON renderers - Released as a tarball as well as a universal wheel ### v3.1.0 - Added PYINSTRUMENT_SHOW_CALLBACK option on the Django middleware to add a condition to showing the profile (could be used to run pyinstrument on a live server!) - Fixed bug in the Django middleware where file would not be written because of a unicode error ### v3.0.3 - Fixed bug with the Django middleware on Windows where profiling would fail because we were trying to put an illegal character '?' in the profile path. (#66) ### v3.0.2 - Add `--show` and `--show-regex` options, to mark certain files to be displayed. This helps to profile inside specific modules, while hiding others. For example, `pyinstrument --show '*/sympy/*' script.py`. ### v3.0.1 - Fix #60: pass all arguments after -m module_name to the called module - Fix crash during HTML/JSON output when no frames were captured. ### v3.0.0 - Pyinstrument will now hide traces through libraries that you're using by default. So instead of showing you loads of frames going through the internals of something external e.g. urllib, it lets you focus on your code. | Before | After | | --- | --- | ![image](https://user-images.githubusercontent.com/1244307/50928250-1e50db00-1452-11e9-9164-6050a3c950ed.png) | ![image](https://user-images.githubusercontent.com/1244307/50928326-4c361f80-1452-11e9-91e8-cea735584806.png) | To go back to the old behaviour, use `--show-all` on the command line. - 'Entry' frames of hidden groups are shown, so you know which call is the problem - Really slow frames in the groups are shown too, e.g. the 'read' call on the socket - Application code is highlighted in the console - Additional metrics are shown at the top of the trace - timestamp, number of samples, duration, CPU time - Hidden code is controlled by the `--hide` or `--hide-regex` options - matching on the path of the code files. ``` --hide=EXPR glob-style pattern matching the file paths whose frames to hide. Defaults to '*/lib/*'. --hide-regex=REGEX regex matching the file paths whose frames to hide. Useful if --hide doesn't give enough control. ``` - Outputting a timeline is supported from the command line. ``` -t, --timeline render as a timeline - preserve ordering and don't condense repeated calls ``` - Because there are a few rendering options now, you can load a previous profiling session using `--load-prev` - pyinstrument keeps the last 10 sessions. - Hidden groups can also call back into application code, that looks like this: ![image](https://user-images.githubusercontent.com/1244307/50928591-fca42380-1452-11e9-8320-3c851cf5210e.png) - (internal) When recording timelines, frame trees are completely linear now, allowing for the creation of super-accurate frame charts. - (internal) The HTML renderer has been rewritten as a Vue.js app. All the console improvements apply to the HTML output too, plus it's interactive. - (internal) A lot of unit and integration tests added! Yikes! See #49 for the gory details. I hope you like it. ### v2.3.0 - Big refactor! - `Recorders` have been removed. The frame recording is now internal to the `Profiler` object. This means the 'frame' objects are more general-purpose, which paves the way for... - Processors! These are functions that mutate the tree to sculpt the output. They are used by the renderers to filter the output to the correct form. Now, instead of a time-aggregating recorder, the profiler just uses timeline-style recording (this is lower-overhead anyway) and the aggregation is done as a processing step. - The upshot of this is that it's now way easier to alter the tree to filter stuff out, and do more advanced things like combining frames that we don't care about. More features to come that use this in v3.0! - Importlib frames are removed - you won't see them at all. Their children are retained, so imports are just transparent. - Django profile file name is now limited to a hundred of characters (#50) - Fix bug with --html option (#53) - Add `--version` command line option ### v2.2.1 - Fix crash when using on the command line. ### v2.2.0 - Added support for JSON output. Use `pyinstrument --renderer=json scriptfile.py`. [PR](https://github.com/joerick/pyinstrument/pull/46) - [@iddan](https://github.com/iddan) has put together an [interactive viewer](https://python-flame-chart.netlify.com/) using the JSON output! ![image](https://user-images.githubusercontent.com/1244307/44622790-3ca9a600-a8b8-11e8-8dc2-f33ce433c03d.png) - When running `pyinstrument --html` and you don't pipe the output to a file, pyinstrument will write the console output to a temp file and open that in a browser. ### v2.1.0 - Added support for running modules with pyinstrument via the command line. The new syntax is the `-m` flag e.g. `pyinstrument -m module_name`! [PR](https://github.com/joerick/pyinstrument/pull/45#pullrequestreview-143383557) ### v2.0.4 - Fix crashes due to multi-threaded use of pyinstrument. The fix is in the C extension, over at https://github.com/joerick/pyinstrument_cext/pull/3 ### v2.0.3 - Pyinstrument can now be used in a `with` block. For example: profiler = pyinstrument.Profiler() with profiler: # do some work here... print(profiler.output_text()) - Middleware fix for older versions of Django ### v2.0.2 - Fix for max recursion error when used to profile programs with a lot of frames on the stack. ### v2.0.1 - Ensure license is included in the sdist. ### v2.0.0 - **Pyinstrument uses a new profiling mode**. Rather than using signals, pyintrument uses a new statistical profiler built on PyEval_SetProfile. This means no more main thread restriction, no more IO errors when using Pyinstrument, and no need for a separate more 'setprofile' mode! - **Renderers**. Users can customize Pyinstrument to use alternative renderers with the `renderer` argument on `Profiler.output()`, or using the `--renderer` argument on the command line. - **Recorders**. To support other use cases of Pyinstrument (e.g. flame charts), pyinstrument now has a 'timeline' recorder mode. This mode records captured frames in a linear way, so the program execution can be viewed on a timeline. ### v0.13 - `pyinstrument` command. You can now profile python scripts from the shell by running `$ pyinstrument script.py`. This is now equivalent to `python -m pyinstrument`. Thanks @asmeurer! ### v0.12 - Application code is highlighted in HTML traces to make it easier to spot - Added `PYINSTRUMENT_PROFILE_DIR` option to the Django interface, which will log profiles of all requests to a file the specified folder. Useful for profiling API calls. - Added `PYINSTRUMENT_USE_SIGNAL` option to the Django interface, for use when signal mode presents problems. Contributing ------------ To setup a dev environment: virtualenv --python=python3 env . env/bin/activate pip install --upgrade pip pip install -r requirements-dev.txt pre-commit install --install-hooks To get some sample output: pyinstrument examples/demo_scripts/wikipedia_article_word_count.py To run the tests: pytest To run linting checks locally: pre-commit run --all-files Some of the pre-commit checks, like `isort` or `black`, will auto-fix the problems they find. So if the above command returns an error, try running it again, it might succeed the second time :) Running all the checks can be slow, so you can also run checks individually, e.g., to format source code that fails `isort` or `black` checks: pre-commit run --all-files isort pre-commit run --all-files black To diagnose why `pyright` checks are failing: pre-commit run --all-files pyright ### The HTML renderer Vue.js app The HTML renderer works by embedding a JSON representation of the sample with a Javascript 'bundle' inside an HTML file that can be viewed in any web browser. To edit the html renderer style, do: cd html_renderer npm ci npm run serve When launched without a top-level `window.profileSession` object, it will fetch a sample profile so you can work with it. To compile the JS app and bundle it back into the pyinstrument python tool: bin/build_js_bundle.py [--force] ================================================ FILE: bin/build_js_bundle.py ================================================ #!/usr/bin/env python3 import argparse import os import shutil import subprocess import sys HTML_RENDERER_DIR = "html_renderer" JS_BUNDLE = "pyinstrument/renderers/html_resources/app.js" CSS_BUNDLE = "pyinstrument/renderers/html_resources/app.css" DOCS_PREVIEW_DIR = "docs/_static/preview" if __name__ == "__main__": # chdir to root of repo os.chdir(os.path.dirname(__file__)) os.chdir("..") parser = argparse.ArgumentParser() parser.add_argument("--force", action="store_true", help="force a rebuild of the bundle") args = parser.parse_args() js_source_mtime = 0 for dirpath, dirnames, filenames in os.walk(HTML_RENDERER_DIR): if "node_modules" in dirnames: dirnames.remove("node_modules") for filename in filenames: file = os.path.join(dirpath, filename) js_source_mtime = max(js_source_mtime, os.path.getmtime(file)) js_bundle_is_up_to_date = ( os.path.exists(JS_BUNDLE) and os.path.getmtime(JS_BUNDLE) >= js_source_mtime ) if js_bundle_is_up_to_date and not args.force: print("Bundle up-to-date") sys.exit(0) if subprocess.call("npm --version", shell=True) != 0: raise RuntimeError("npm is required to build the HTML renderer.") subprocess.check_call("npm ci", cwd=HTML_RENDERER_DIR, shell=True) subprocess.check_call("npm run build", cwd=HTML_RENDERER_DIR, shell=True) shutil.copyfile(HTML_RENDERER_DIR + "/dist/pyinstrument-html.iife.js", JS_BUNDLE) shutil.copyfile(HTML_RENDERER_DIR + "/dist/style.css", CSS_BUNDLE) subprocess.check_call("npm run build -- --mode preview", cwd=HTML_RENDERER_DIR, shell=True) shutil.rmtree(DOCS_PREVIEW_DIR, ignore_errors=True) shutil.copytree(HTML_RENDERER_DIR + "/dist", DOCS_PREVIEW_DIR) ================================================ FILE: bin/bump_version.py ================================================ #!/usr/bin/env python3 from __future__ import annotations import glob import os import subprocess import sys import urllib.parse from pathlib import Path import click from packaging.version import InvalidVersion, Version import pyinstrument config = [ # file path, version find/replace format ("setup.py", 'version="{}"'), ("pyinstrument/__init__.py", '__version__ = "{}"'), ("docs/conf.py", 'release = "{}"'), ] RED = "\u001b[31m" GREEN = "\u001b[32m" OFF = "\u001b[0m" @click.command() def bump_version() -> None: current_version = pyinstrument.__version__ try: commit_date_str = subprocess.run( [ "git", "show", "--no-patch", "--pretty=format:%ci", f"v{current_version}^{{commit}}", ], check=True, capture_output=True, encoding="utf8", ).stdout cd_date, cd_time, cd_tz = commit_date_str.split(" ") url_opts = urllib.parse.urlencode({"q": f"is:pr merged:>{cd_date}T{cd_time}{cd_tz}"}) url = f"https://github.com/joerick/pyinstrument/pulls?{url_opts}" print(f"PRs merged since last release:\n {url}") print() except subprocess.CalledProcessError as e: print(e) print("Failed to get previous version tag information.") git_changes_result = subprocess.run(["git diff-index --quiet HEAD --"], shell=True) repo_has_uncommitted_changes = git_changes_result.returncode != 0 if repo_has_uncommitted_changes: print("error: Uncommitted changes detected.") sys.exit(1) # fmt: off print( 'Current version:', current_version) # noqa new_version = input(' New version: ').strip() # fmt: on try: Version(new_version) except InvalidVersion: print("error: This version doesn't conform to PEP440") print(" https://www.python.org/dev/peps/pep-0440/") sys.exit(1) actions = [] for path_pattern, version_pattern in config: paths = [Path(p) for p in glob.glob(path_pattern)] if not paths: print(f"error: Pattern {path_pattern} didn't match any files") sys.exit(1) find_pattern = version_pattern.format(current_version) replace_pattern = version_pattern.format(new_version) found_at_least_one_file_needing_update = False for path in paths: contents = path.read_text(encoding="utf8") if find_pattern in contents: found_at_least_one_file_needing_update = True actions.append( ( path, find_pattern, replace_pattern, ) ) if not found_at_least_one_file_needing_update: print(f'''error: Didn't find any occurrences of "{find_pattern}" in "{path_pattern}"''') sys.exit(1) print() print("Here's the plan:") print() for action in actions: path, find, replace = action print(f"{path} {RED}{find}{OFF} → {GREEN}{replace}{OFF}") print(f"Then commit, and tag as v{new_version}") answer = input("Proceed? [y/N] ").strip() if answer != "y": print("Aborted") sys.exit(1) for path, find, replace in actions: contents = path.read_text(encoding="utf8") contents = contents.replace(find, replace) path.write_text(contents, encoding="utf8") print("Files updated. If you want to update the changelog as part of this") print("commit, do that now.") print() while input('Type "done" to continue: ').strip().lower() != "done": pass subprocess.run( [ "git", "commit", "--all", f"--message=Bump version: v{new_version}", ], check=True, ) subprocess.run( [ "git", "tag", "--annotate", f"--message=v{new_version}", f"v{new_version}", ], check=True, ) print("Done.") if __name__ == "__main__": os.chdir(Path(__file__).parent.parent.resolve()) bump_version() ================================================ FILE: bin/create_demo_data.py ================================================ #!/usr/bin/env python3 import os import subprocess import sys from glob import glob from pathlib import Path ROOT_DIR = Path(__file__).parent.parent def main(): os.chdir(ROOT_DIR) for script in glob(str("examples/demo_scripts/*.py")): subprocess.run([sys.executable, "bin/create_sample_json.py", script], check=True) if __name__ == "__main__": main() ================================================ FILE: bin/create_sample_json.py ================================================ #!/usr/bin/env python3 import argparse import subprocess import sys from pathlib import Path ROOT_DIR = Path(__file__).parent.parent OUTPUT_DIR = ROOT_DIR / "html_renderer" / "demo-data" def main(): parser = argparse.ArgumentParser() parser.add_argument("SCRIPT", help="The script to run to produce the sample", type=Path) args = parser.parse_args() script_file: Path = args.SCRIPT output_file = (OUTPUT_DIR / script_file.with_suffix("").name).with_suffix(".json") result = subprocess.run( [ "pyinstrument", "-o", str(output_file), "-r", "pyinstrument.renderers.html.JSONForHTMLRenderer", script_file, ] ) if result.returncode != 0: return result.returncode print(f"Sample JSON written to {output_file}") if __name__ == "__main__": sys.exit(main()) ================================================ FILE: bin/serve_docs ================================================ #!/bin/sh cd "$(dirname "$0")" cd .. exec make -C docs livehtml ================================================ FILE: docs/Makefile ================================================ # Minimal makefile for Sphinx documentation # # You can set these variables from the command line, and also # from the environment for the first two. SPHINXOPTS ?= SPHINXBUILD ?= sphinx-build SOURCEDIR = . 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this._colors[t]=l,l}libraryIndexForFrame(t){this._libraryOrder||this._assignLibraryOrder();const n=t.library||"";let s=this._libraryOrder.indexOf(n);return s===-1&&(s=this._libraryOrder.length,this._libraryOrder.push(n)),s}colorForFrame(t){const n=this.libraryIndexForFrame(t);return this.colorForLibraryIndex(n)}get frameMaxT(){return this._frameMaxT===void 0&&(this._frameMaxT=this.frames.reduce((t,n)=>Math.max(t,n.frame.startTime+n.frame.time),0)),this._frameMaxT}get maxYOffset(){return Math.max(0,(this.maxDepth+1)*ai+at*2+ci-this.height)}get minZoom(){return(this.width-2*Pe)/this.frameMaxT}get maxZoom(){return 10/15e-8}fitContents(){this.startT=0,this.zoom=this.minZoom,this.isZoomedIn=!1}clampViewport(){this.zoomthis.maxZoom&&(this.zoom=this.maxZoom),this.startT<0&&(this.startT=0);const t=this.frameMaxT-(this.width-2*Pe)/this.zoom;this.startT>t&&(this.startT=t),this.yOffset<0&&(this.yOffset=0),this.yOffset>this.maxYOffset&&(this.yOffset=this.maxYOffset)}frameDims(t){const n=t.depth*ai+at+ci-this.yOffset,s=es;let r=this.xForT(t.frame.startTime),o=this.xForT(t.frame.startTime+t.frame.time)-r;return o<1&&(o=1),o>1&&(o-=xe(o,{from:[1,3],to:[0,1],clamp:!0})),{x:r,y:n,w:o,h:s}}xForT(t){return(t-this.startT)*this.zoom+Pe}tForX(t){return(t-Pe)/this.zoom+this.startT}frameName(t){let n;return t.className?n=`${t.className}.${t.frame.function}`:t.frame.function==""?n=t.filePathShort??t.frame.filePath??"":n=t.frame.function,n}frameSelfTime(t){let n=t.frame.time;const s=t.frame.children.filter(r=>!r.isSynthetic);for(const r of s)n-=r.time;return n}hitTest(t){for(const n of this.frames){const{x:s,y:r,w:l,h:o}=this.frameDims(n);if(t.x>=s&&t.x<=s+l&&t.y>=r&&t.y<=r+o)return n}return null}onWheel(t){const n=t.ctrlKey||t.metaKey,s=n?.01:.0023,r=this.tForX(t.offsetX);this.zoom*=1-t.deltaY*s,this.clampViewport(),this.startT=r-(t.offsetX-Pe)/this.zoom,n||(this.startT+=t.deltaX/this.zoom),this.clampViewport(),this.setNeedsRedraw(),t.preventDefault()}onMouseMove(t){const 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================================================ FILE: docs/conf.py ================================================ # Configuration file for the Sphinx documentation builder. # # This file only contains a selection of the most common options. For a full # list see the documentation: # https://www.sphinx-doc.org/en/master/usage/configuration.html # -- Path setup -------------------------------------------------------------- # If extensions (or modules to document with autodoc) are in another directory, # add these directories to sys.path here. If the directory is relative to the # documentation root, use os.path.abspath to make it absolute, like shown here. import os import sys sys.path.insert(0, os.path.abspath("./extensions")) # -- Project information ----------------------------------------------------- project = "pyinstrument" copyright = "2021, Joe Rickerby" author = "Joe Rickerby" # The full version, including alpha/beta/rc tags release = "5.1.2" # -- General configuration --------------------------------------------------- # Add any Sphinx extension module names here, as strings. They can be # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom # ones. extensions = [ "myst_parser", "sphinx.ext.autodoc", "sphinxcontrib.programoutput", "signature_change", ] # Add any paths that contain templates here, relative to this directory. templates_path = ["_templates"] # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. # This pattern also affects html_static_path and html_extra_path. exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"] # -- Options for HTML output ------------------------------------------------- # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. # html_theme = "furo" # Add any paths that contain custom static files (such as style sheets) here, # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ["_static"] # -- Autodoc setup autoclass_content = "both" autodoc_member_order = "bysource" autodoc_typehints = "description" autodoc_typehints_description_target = "documented" # napoleon_google_docstring = True # napoleon_use_rtype = False ================================================ FILE: docs/extensions/signature_change.py ================================================ def process_sig(app, what, name, obj, options, signature, return_annotation): if "HTMLRenderer" in name: signature = "()" return (signature, return_annotation) def setup(app): app.connect("autodoc-process-signature", process_sig) ================================================ FILE: docs/guide.md ================================================ User guide ========== ## Installation ```{include} ../README.md --- relative-docs: docs/ relative-images: start-after: '' end-before: '' --- ``` ## Profile a Python script Call Pyinstrument directly from the command line. Instead of writing `python script.py`, type `pyinstrument script.py`. Your script will run as normal, and at the end (or when you press `^C`), Pyinstrument will output a colored summary showing where most of the time was spent. Here are the options you can use: ```{program-output} python -m pyinstrument --help ``` **Protip:** `-r html` will give you a interactive profile report as HTML - you can really explore this way! ## Profile a Python CLI command For profiling an installed Python script via the ["console_script" entry point](https://packaging.python.org/en/latest/specifications/entry-points/#use-for-scripts), call Pyinstrument directly from the command line with the `--from-path` flag. Instead of writing `cli-script`, type `pyinstrument --from-path cli-script`. Your script will run as normal, and at the end (or when you press `^C`), Pyinstrument will output a colored summary showing where most of the time was spent. ## Profile a specific chunk of code Pyinstrument also has a Python API. You can use a with-block, like this: ```python import pyinstrument with pyinstrument.profile(): # code you want to profile ``` Or you can decorate a function/method, like this: ```python import pyinstrument @pyinstrument.profile() def my_function(): # code you want to profile ``` There's also a lower-level API called Profiler, that's more flexible: ```python from pyinstrument import Profiler profiler = Profiler() profiler.start() # code you want to profile profiler.stop() profiler.print() ``` If you get "No samples were recorded." because your code executed in under 1ms, hooray! If you **still** want to instrument the code, set an interval value smaller than the default 0.001 (1 millisecond) like this: ```python pyinstrument.profile(interval=0.0001) # or, profiler = Profiler(interval=0.0001) ... ``` Experiment with the interval value to see different depths, but keep in mind that smaller intervals could affect the performance overhead of profiling. **Protip:** To explore the profile in a web browser, use {meth}`profiler.open_in_browser() `. To save this HTML for later, use {meth}`profiler.output_html() `. ## Profile code in Jupyter/IPython Via [IPython magics](https://ipython.readthedocs.io/en/stable/interactive/magics.html), you can profile a line or a cell in IPython or Jupyter. Example: ```python %load_ext pyinstrument ``` ``` %%pyinstrument import time def a(): b() c() def b(): d() def c(): d() def d(): e() def e(): time.sleep(1) a() ``` To customize options, see `%%pyinstrument??`. ## Profile a web request in Django To profile Django web requests, add `pyinstrument.middleware.ProfilerMiddleware` to `MIDDLEWARE` in your `settings.py`. **Profile specific request** Once installed, add `?profile` to the end of a request URL to activate the profiler. Your request will run as normal, but instead of getting the response, you'll get pyinstrument's analysis of the request in a web page. **Save all requests to a directory** If you're writing an API, it's not easy to change the URL when you want to profile something. In this case, add `PYINSTRUMENT_PROFILE_DIR = 'profiles'` to your `settings.py`. Pyinstrument will profile every request and save the HTML output to the folder `profiles` in your working directory. **Custom file name by string** You can further customize the filename by adding `PYINSTRUMENT_FILENAME` to `settings.py`, default value is `"{total_time:.3f}s {path} {timestamp:.0f}.{ext}"`. **Custom file name by callback function** For more control you can provide a callback function by adding `PYINSTRUMENT_FILENAME_CALLBACK` to `settings.py`, that returns a filename as a string. ```python def get_pyinstrument_filename(request, session, renderer): path = request.get_full_path().replace("/", "_")[:100] ext = renderer.output_file_extension filename = f"{request.method}_{session.duration}{path}.{ext}" return filename PYINSTRUMENT_FILENAME_CALLBACK = get_pyinstrument_filename ``` (This callback takes precedence over `PYINSTRUMENT_FILENAME`). **Control shown profiling page** If you want to show the profiling page depending on the request you can define `PYINSTRUMENT_SHOW_CALLBACK` as dotted path to a function used for determining whether the page should show or not. You can provide your own function callback(request) which returns True or False in your settings.py. ```python def custom_show_pyinstrument(request): return request.user.is_superuser PYINSTRUMENT_SHOW_CALLBACK = "%s.custom_show_pyinstrument" % __name__ ``` You can configure the profile output type using setting's variable `PYINSTRUMENT_PROFILE_DIR_RENDERER`. Default value is `pyinstrument.renderers.HTMLRenderer`. The supported renderers are `pyinstrument.renderers.JSONRenderer`, `pyinstrument.renderers.HTMLRenderer`, `pyinstrument.renderers.SpeedscopeRenderer`. **Set a custom interval** You can configure the sampling interval using setting's variable `PYINSTRUMENT_INTERVAL`. Default value is 0.001. ## Profile a web request in Flask A simple setup to profile a Flask application is the following: ```python from flask import Flask, g, make_response, request from pyinstrument import Profiler app = Flask(__name__) @app.before_request def before_request(): if "profile" in request.args: g.profiler = Profiler() g.profiler.start() @app.after_request def after_request(response): if not hasattr(g, "profiler"): return response g.profiler.stop() output_html = g.profiler.output_html() return make_response(output_html) ``` This will check for the `?profile` query param on each request and if found, it starts profiling. After each request where the profiler was running it creates the html output and returns that instead of the actual response. ## Profile a web request in FastAPI To profile call stacks in FastAPI, you can write a middleware extension for pyinstrument. ```{caution} Only `async` path operation functions are profiled with this approach. Routes that are defined without `async def` are executed in a separate execution thread, and therefore not profiled by this approach. See [issue #257](https://github.com/joerick/pyinstrument/issues/257) and [FastAPI Concurrency and async / await](https://fastapi.tiangolo.com/async/) for more information. ``` Create an async function and decorate with `app.middleware('http')` where app is the name of your FastAPI application instance. Make sure you configure a setting to only make this available when required. ```python from fastapi import Request from fastapi.responses import HTMLResponse from pyinstrument import Profiler PROFILING = True # Set this from a settings model if PROFILING: @app.middleware("http") async def profile_request(request: Request, call_next): profiling = request.query_params.get("profile", False) if profiling: profiler = Profiler() profiler.start() await call_next(request) profiler.stop() return HTMLResponse(profiler.output_html()) else: return await call_next(request) ``` To invoke, make any request to your application with the GET parameter `profile=1` and it will print the HTML result from pyinstrument. ## Profile a web request in Falcon For profile call stacks in Falcon, you can write a middleware extension using pyinstrument. Create a middleware class and start the profiler at `process_request` and stop it at `process_response`. The middleware can be added to the app. Make sure you configure a setting to only make this available when required. ```python from pyinstrument import Profiler import falcon class ProfilerMiddleware: def __init__(self, interval=0.01): self.profiler = Profiler(interval=interval) def process_request(self, req, resp): self.profiler.start() def process_response(self, req, resp, resource, req_succeeded): self.profiler.stop() self.profiler.open_in_browser() PROFILING = True # Set this from a settings model app = falcon.App() if PROFILING: app.add_middleware(ProfilerMiddleware()) ``` To invoke, make any request to your application and it launch a new window printing the HTML result from pyinstrument. ## Profile a web request in Litestar Minimal application setup allowing request profiling. The middleware overrides the response to return a profiling report in HTML format. ```python from __future__ import annotations from asyncio import sleep from litestar import Litestar, get from litestar.middleware import MiddlewareProtocol from litestar.types import ASGIApp, Message, Receive, Scope, Send from pyinstrument import Profiler class ProfilingMiddleware(MiddlewareProtocol): def __init__(self, app: ASGIApp) -> None: super().__init__(app) # type: ignore self.app = app async def __call__(self, scope: Scope, receive: Receive, send: Send) -> None: profiler = Profiler(interval=0.001, async_mode="enabled") profiler.start() profile_html: str | None = None async def send_wrapper(message: Message) -> None: if message["type"] == "http.response.start": profiler.stop() nonlocal profile_html profile_html = profiler.output_html() message["headers"] = [ (b"content-type", b"text/html; charset=utf-8"), (b"content-length", str(len(profile_html)).encode()), ] elif message["type"] == "http.response.body": assert profile_html is not None message["body"] = profile_html.encode() await send(message) await self.app(scope, receive, send_wrapper) @get("/") async def index() -> str: await sleep(1) return "Hello, world!" app = Litestar( route_handlers=[index], middleware=[ProfilingMiddleware], ) ``` To invoke, make any request to your application and it will return the HTML result from pyinstrument instead of your application's response. ## Profile a web request in aiohttp.web You can use a simple middleware to profile aiohttp web server requests with Pyinstrument: ```python from aiohttp import web from pyinstrument import Profiler @web.middleware async def profiler_middleware(request, handler): with Profiler() as p: await handler(request) return web.Response(text=p.output_html(), content_type="text/html") app = web.Application(middlewares=(profiler_middleware,)) ``` Pyinstrument's HTML output will be returned as response, showing the profiling result of each request. Make use of aiohttp.web development CLI feature to isolate configurations and make sure profiling is only enabled when needed: ```python ... def dev_app(argv): app = web.Application(middlewares=(profiler_middleware,)) app.add_routes(routes) return app # for development if __name__ == '__main__': app = web.Application() app.add_routes(routes) web.run_app(...) # for deployment ``` ```bash python3 -m aiohttp.web app:dev_app # develop with profiling and debug enabled python3 ./app.py # run app without profiling ``` ## Profile Pytest tests Pyinstrument can be invoked via the command-line to run pytest, giving you a consolidated report for the test suite. ``` pyinstrument -m pytest [pytest-args...] ``` Or, to instrument specific tests, create and auto-use fixture in `conftest.py` in your test folder: ```python from pathlib import Path import pytest from pyinstrument import Profiler TESTS_ROOT = Path.cwd() @pytest.fixture(autouse=True) def auto_profile(request): PROFILE_ROOT = (TESTS_ROOT / ".profiles") # Turn profiling on profiler = Profiler() profiler.start() yield # Run test profiler.stop() PROFILE_ROOT.mkdir(exist_ok=True) results_file = PROFILE_ROOT / f"{request.node.name}.html" profiler.write_html(results_file) ``` This will generate a HTML file for each test node in your test suite inside the `.profiles` directory. ## Profile something else? I'd love to have more ways to profile using Pyinstrument - e.g. other web frameworks. PRs are encouraged! ================================================ FILE: docs/home.md ================================================ --- html_meta: title: Home hide-toc: --- # pyinstrument ```{include} ../README.md --- relative-docs: docs/ relative-images: start-after: '' end-before: '' --- ``` ================================================ FILE: docs/how-it-works.md ================================================ How it works ============ Pyinstrument interrupts the program every 1ms[^interval] and records the entire stack at that point. It does this using a C extension and `PyEval_SetProfile`, but only taking readings every 1ms. Check out [this blog post](http://joerick.me/posts/2017/12/15/pyinstrument-20/) for more info. [^interval]: Or, your configured ``interval``. You might be surprised at how few samples make up a report, but don't worry, it won't decrease accuracy. The default interval of 1ms is a lower bound for recording a stackframe, but if there is a long time spent in a single function call, it will be recorded at the end of that call. So effectively those samples were 'bunched up' and recorded at the end. ## Statistical profiling (not tracing) Pyinstrument is a statistical profiler - it doesn't track every function call that your program makes. Instead, it's recording the call stack every 1ms. That gives some advantages over other profilers. Firstly, statistical profilers are much lower-overhead than tracing profilers. | | Django template render × 4000 | Overhead | -------------|:---------------------------------------------------|---------: | Base | `████████████████ ` 0.33s | | | | | pyinstrument | `████████████████████ ` 0.43s | 30% | cProfile | `█████████████████████████████ ` 0.61s | 84% | profile | `██████████████████████████████████...██` 6.79s | 2057% But low overhead is also important because it can distort the results. When using a tracing profiler, code that makes a lot of Python function calls invokes the profiler a lot, making it slower. This distorts the results, and might lead you to optimise the wrong part of your program! ## Full-stack recording The standard Python profilers [`profile`][1] and [`cProfile`][2] show you a big list of functions, ordered by the time spent in each function. This is great, but it can be difficult to interpret _why_ those functions are getting called. It's more helpful to know why those functions are called, and which parts of user code were involved. [1]: http://docs.python.org/2/library/profile.html#module-profile [2]: http://docs.python.org/2/library/profile.html#module-cProfile For example, let's say I want to figure out why a web request in Django is slow. If I use cProfile, I might get this: 151940 function calls (147672 primitive calls) in 1.696 seconds Ordered by: cumulative time ncalls tottime percall cumtime percall filename:lineno(function) 1 0.000 0.000 1.696 1.696 profile:0( at 0x1053d6a30, file "./manage.py", line 2>) 1 0.001 0.001 1.693 1.693 manage.py:2() 1 0.000 0.000 1.586 1.586 __init__.py:394(execute_from_command_line) 1 0.000 0.000 1.586 1.586 __init__.py:350(execute) 1 0.000 0.000 1.142 1.142 __init__.py:254(fetch_command) 43 0.013 0.000 1.124 0.026 __init__.py:1() 388 0.008 0.000 1.062 0.003 re.py:226(_compile) 158 0.005 0.000 1.048 0.007 sre_compile.py:496(compile) 1 0.001 0.001 1.042 1.042 __init__.py:78(get_commands) 153 0.001 0.000 1.036 0.007 re.py:188(compile) 106/102 0.001 0.000 1.030 0.010 __init__.py:52(__getattr__) 1 0.000 0.000 1.029 1.029 __init__.py:31(_setup) 1 0.000 0.000 1.021 1.021 __init__.py:57(_configure_logging) 2 0.002 0.001 1.011 0.505 log.py:1() It's often hard to understand how your own code relates to these traces. Pyinstrument records the entire stack, so tracking expensive calls is much easier. It also hides library frames by default, letting you focus on your app/module is affecting performance. ``` _ ._ __/__ _ _ _ _ _/_ Recorded: 14:53:35 Samples: 131 /_//_/// /_\ / //_// / //_'/ // Duration: 3.131 CPU time: 0.195 / _/ v3.0.0b3 Program: examples/django_example/manage.py runserver --nothreading --noreload 3.131 manage.py:2 └─ 3.118 execute_from_command_line django/core/management/__init__.py:378 [473 frames hidden] django, socketserver, selectors, wsgi... 2.836 select selectors.py:365 0.126 _get_response django/core/handlers/base.py:96 └─ 0.126 hello_world django_example/views.py:4 ``` ## 'Wall-clock' time (not CPU time) Pyinstrument records duration using 'wall-clock' time. When you're writing a program that downloads data, reads files, and talks to databases, all that time is *included* in the tracked time by pyinstrument. That's really important when debugging performance problems, since Python is often used as a 'glue' language between other services. The problem might not be in your program, but you should still be able to find why it's slow. ## Async profiling pyinstrument can profile async programs that use `async` and `await`. This async support works by tracking the 'context' of execution, as provided by the built-in [contextvars] module. [contextvars]: https://docs.python.org/3/library/contextvars.html When you start a Profiler with the {py:attr}`async_mode ` `enabled` or `strict` (not `disabled`), that Profiler is attached to the current async context. When profiling, pyinstrument keeps an eye on the context. When execution exits the context, it captures the `await` stack that caused the context to exit. Any time spent outside the context is attributed to the that halted execution of the `await`. Async contexts are inherited, so tasks started when a profiler is active are also profiled.
![Async context inheritance](img/async-context.svg) pyinstrument supports async mode with Asyncio and Trio, other `async`/`await` frameworks should work as long as they use [contextvars]. [Greenlet] doesn't use `async` and `await`, and alters the Python stack during execution, so is not fully supported. However, because greenlet also supports [contextvars], we can limit profiling to one green thread, using `strict` mode. In `strict` mode, whenever your green thread is halted the time will be tracked in an `` frame. Alternatively, if you want to see what's happening when your green thread is halted, you can use `async_mode='disabled'` - just be aware that readouts might be misleading if multiple tasks are running concurrently. [greenlet]: https://pypi.org/project/greenlet/ ================================================ FILE: docs/index.md ================================================ pyinstrument ============ ```{toctree} --- maxdepth: 2 caption: "Contents" --- Home guide.md how-it-works.md reference.md GitHub ``` Indices and tables ------------------ * {ref}`genindex` * {ref}`search` ================================================ FILE: docs/reference.md ================================================ # API Reference ## Command line interface ``pyinstrument`` works just like ``python``, on the command line, so you can call your scripts like ``pyinstrument script.py`` or ``pyinstrument -m my_module``. When your script ends, or when you kill it with `ctrl-c`, pyinstrument will print a profile report to the console. ```{program-output} pyinstrument --help ``` ## Python API The Python API is also available, for calling pyinstrument directly from Python and writing integrations with with other tools. ### The `profile` function For example: ```python with pyinstrument.profile(): time.sleep(1) ``` This will print something like: ``` pyinstrument ........................................ . . Block at testfile.py:2 . . 1.000 testfile.py:1 . └─ 1.000 sleep . ..................................................... ``` You can also use it as a function/method decorator, like this: ```python @pyinstrument.profile() def my_function(): time.sleep(1) ``` ```{eval-rst} .. function:: pyinstrument.profile(*, interval=0.001, async_mode="disabled", \ use_timing_thread=None, renderer=None, \ target_description=None) Creates a context-manager or function decorator object, which profiles the given code and prints the output to stdout. The *interval*, *async_mode* and *use_timing_thread* parameters are passed through to the underlying :class:`pyinstrument.Profiler` object. You can pass a renderer to customise the output. By default, it uses a :class:`ConsoleRenderer ` with `short_mode` set. ``` ### The Profiler object ```{eval-rst} .. autoclass:: pyinstrument.Profiler :members: :special-members: __enter__ ``` ### Sessions ```{eval-rst} .. autoclass:: pyinstrument.session.Session :members: ``` ### Renderers Renderers transform a tree of {class}`Frame` objects into some form of output. Rendering has two steps: 1. First, the renderer will 'preprocess' the Frame tree, applying each processor in the ``processor`` property, in turn. 2. The resulting tree is rendered into the desired format. Therefore, rendering can be customised by changing the ``processors`` property. For example, you can disable time-aggregation (making the profile into a timeline) by removing {func}`aggregate_repeated_calls`. ```{eval-rst} .. autoclass:: pyinstrument.renderers.FrameRenderer :members: .. autoclass:: pyinstrument.renderers.ConsoleRenderer .. autoclass:: pyinstrument.renderers.HTMLRenderer :members: preprocessors, preprocessor_options .. autoclass:: pyinstrument.renderers.JSONRenderer .. autoclass:: pyinstrument.renderers.SpeedscopeRenderer ``` ### Processors ```{eval-rst} .. automodule:: pyinstrument.processors :members: ``` ### Internals notes Frames are recorded by the Profiler in a time-linear fashion. While profiling, the profiler builds a list of frame stacks, with the frames having in format: function_name filename function_line_number When profiling is complete, this list is turned into a tree structure of Frame objects. This tree contains all the information as gathered by the profiler, suitable for a flame render. #### Frame objects, the call tree, and processors The frames are assembled to a call tree by the profiler session. The time-linearity is retained at this stage. Before rendering, the call tree is then fed through a sequence of 'processors' to transform the tree for output. The most interesting is `aggregate_repeated_calls`, which combines different instances of function calls into the same frame. This is intuitive as a summary of where time was spent during execution. The rest of the processors focus on removing or hiding irrelevant Frames from the output. #### Self time frames vs. frame.self_time Self time nodes exist to record time spent in a node, but not in its children. But normal frame objects can have self_time too. Why? frame.self_time is used to store the self_time of any nodes that were removed during processing. ================================================ FILE: examples/aiohttp_web_hello.py ================================================ from asyncio import sleep from typing import Awaitable, Callable from pyinstrument import Profiler try: from aiohttp import web except ImportError: print("This example requires aiohttp.") print("Install using `pip install aiohttp`.") exit(1) @web.middleware async def profiler_middleware( request: web.Request, handler: Callable[[web.Request], Awaitable[web.StreamResponse]], ) -> web.StreamResponse: with Profiler() as p: await handler(request) return web.Response(text=p.output_html(), content_type="text/html") routes = web.RouteTableDef() @routes.get("/") async def get_handler(request: web.Request) -> web.Response: y = 1 for x in range(1, 10000): y *= x await sleep(0.1) return web.Response(text="Hello, world!") def dev_init(argv): """Run: python3 -m aiohttp.web -H localhost aiohttp_hello:dev_init""" app = web.Application(middlewares=(profiler_middleware,)) app.add_routes(routes) return app ================================================ FILE: examples/async_example_simple.py ================================================ import asyncio from pyinstrument import Profiler async def main(): p = Profiler() with p: print("Hello ...") await asyncio.sleep(1) print("... World!") p.print() asyncio.run(main()) ================================================ FILE: examples/async_experiment_1.py ================================================ import asyncio import time import pyinstrument def do_nothing(): pass def busy_wait(duration): end_time = time.time() + duration while time.time() < end_time: do_nothing() async def say(what, when, profile=False): if profile: p = pyinstrument.Profiler() p.start() else: p = None busy_wait(0.1) sleep_start = time.time() await asyncio.sleep(when) print(f"slept for {time.time() - sleep_start:.3f} seconds") busy_wait(0.1) print(what) if p: p.stop() p.print(show_all=True) loop = asyncio.get_event_loop() loop.create_task(say("first hello", 2, profile=True)) loop.create_task(say("second hello", 1, profile=True)) loop.create_task(say("third hello", 3, profile=True)) loop.run_forever() loop.close() ================================================ FILE: examples/async_experiment_3.py ================================================ import asyncio import time import trio import pyinstrument def do_nothing(): pass def busy_wait(duration): end_time = time.time() + duration while time.time() < end_time: do_nothing() async def say(what, when, profile=False): if profile: p = pyinstrument.Profiler() p.start() else: p = None busy_wait(0.1) sleep_start = time.time() await trio.sleep(when) print(f"slept for {time.time() - sleep_start:.3f} seconds") busy_wait(0.1) print(what) if p: p.stop() p.print(show_all=True) async def task(): async with trio.open_nursery() as nursery: nursery.start_soon(say, "first hello", 2, True) nursery.start_soon(say, "second hello", 1, True) nursery.start_soon(say, "third hello", 3, True) trio.run(task) ================================================ FILE: examples/busy_wait.py ================================================ import time def function_1(): pass def function_2(): pass def main(): start_time = time.time() while time.time() < start_time + 0.25: function_1() function_2() if __name__ == "__main__": main() ================================================ FILE: examples/c_sort.py ================================================ """ list.sort is interesting in that it calls a C function, that calls back to a Python function. In an ideal world, we'd be able to record the time inside the Python function _inside_ list.sort, but it's not possible currently, due to the way that Python records frame objects. Perhaps one day we could add some functionality to pyinstrument_cext to keep a parallel stack containing both C and Python frames. But for now, this is fine. """ import sys import time import numpy as np arr = np.random.randint(0, 10, 10) # def print_profiler(frame, event, arg): # if event.startswith('c_'): # print(event, arg, getattr(arg, '__qualname__', arg.__name__), arg.__module__) # else: # print(event, frame.f_code.co_name) # sys.setprofile(print_profiler) def slow_key(el): time.sleep(0.01) return 0 for i in range(10): list(arr).sort(key=slow_key) # sys.setprofile(None) ================================================ FILE: examples/context_api.py ================================================ import os import pprint import sys import time pprint.pprint(sys.path) import pyinstrument @pyinstrument.profile() def main(): py_file_count = 0 py_file_size = 0 print("Start.") print("scanning home dir...") with pyinstrument.profile(): for dir_path, dirnames, filenames in os.walk(os.path.expanduser("~/Music")): for filename in filenames: file_path = os.path.join(dir_path, filename) _, ext = os.path.splitext(file_path) if ext == ".py": py_file_count += 1 try: py_file_size += os.stat(file_path).st_size except: pass print("There are {} python files on your system.".format(py_file_count)) print("Total size: {} kB".format(py_file_size / 1024)) class A: @pyinstrument.profile() def foo(self): time.sleep(0.1) if __name__ == "__main__": a = A() a.foo() main() ================================================ FILE: examples/demo_scripts/django_example/.gitignore ================================================ db.sqlite3 ================================================ FILE: examples/demo_scripts/django_example/README.md ================================================ This is a simple simple test rig to develop pyinstrument's Django middleware ================================================ FILE: examples/demo_scripts/django_example/django_example/__init__.py ================================================ ================================================ FILE: examples/demo_scripts/django_example/django_example/settings.py ================================================ import os BASE_DIR = os.path.dirname(os.path.dirname(__file__)) DATABASES = { "default": { "ENGINE": "django.db.backends.sqlite3", "NAME": os.path.join(BASE_DIR, "db.sqlite3"), } } DEBUG = True TEMPLATE_DEBUG = True SECRET_KEY = "qg7_r+b@)(--as*(4ls$j$$(9i(pl_@y$g0j0r+!=@&$he(+o%" ROOT_URLCONF = "django_example.urls" INSTALLED_APPS = ( "django_example", "django.contrib.admin", "django.contrib.contenttypes", "django.contrib.auth", "django.contrib.sessions", "django.contrib.messages", ) MIDDLEWARE = ( "django.contrib.sessions.middleware.SessionMiddleware", "django.middleware.common.CommonMiddleware", "django.middleware.csrf.CsrfViewMiddleware", "django.contrib.auth.middleware.AuthenticationMiddleware", "django.contrib.messages.middleware.MessageMiddleware", "django.middleware.clickjacking.XFrameOptionsMiddleware", "pyinstrument.middleware.ProfilerMiddleware", ) TEMPLATES = [ { "BACKEND": "django.template.backends.django.DjangoTemplates", "APP_DIRS": True, "OPTIONS": { "context_processors": [ "django.template.context_processors.debug", "django.template.context_processors.request", "django.contrib.auth.context_processors.auth", "django.contrib.messages.context_processors.messages", "django.template.context_processors.i18n", "django.template.context_processors.media", "django.template.context_processors.csrf", "django.template.context_processors.tz", "django.template.context_processors.static", ], }, }, ] def custom_show_pyinstrument(request): return request.user.is_superuser PYINSTRUMENT_SHOW_CALLBACK = "%s.custom_show_pyinstrument" % __name__ PYINSTRUMENT_INTERVAL = 0.001 ================================================ FILE: examples/demo_scripts/django_example/django_example/templates/template.html ================================================ {% extends "template_base.html" %} {% block content %} {% spaceless %} something {% endspaceless %} {% endblock content %} ================================================ FILE: examples/demo_scripts/django_example/django_example/templates/template_base.html ================================================ {% block content %} {% endblock %} ================================================ FILE: examples/demo_scripts/django_example/django_example/urls.py ================================================ from django.contrib import admin from django.urls import include, path from . import views urlpatterns = [ path("admin/", admin.site.urls), path(r"^$", views.hello_world), ] ================================================ FILE: examples/demo_scripts/django_example/django_example/views.py ================================================ import time from django.http import HttpResponse def hello_world(request): # do some useless work to delay this call a bit y = 1 for x in range(1, 10000): y *= x time.sleep(0.1) return HttpResponse("Hello, world!") # type: ignore ================================================ FILE: examples/demo_scripts/django_example/manage.py ================================================ #!/usr/bin/env python import os import sys if __name__ == "__main__": os.environ.setdefault("DJANGO_SETTINGS_MODULE", "django_example.settings") from django.core.management import execute_from_command_line execute_from_command_line(sys.argv) ================================================ FILE: examples/demo_scripts/django_template_render.py ================================================ import os from optparse import OptionParser try: import django except ImportError: print("This example requires Django.") print("Install using `pip install Django`.") exit(1) import django.conf import django.template.loader def main(): parser = OptionParser() parser.add_option( "-i", "--iterations", dest="iterations", action="store", type="int", help="number of template render calls to make", default=200, ) options, _ = parser.parse_args() os.chdir(os.path.dirname(__file__)) django.conf.settings.configure( INSTALLED_APPS=(), TEMPLATES=[ { "BACKEND": "django.template.backends.django.DjangoTemplates", "DIRS": ["./django_example/django_example/templates"], } ], ) django.setup() render_templates(options.iterations) def render_templates(iterations: int): for _ in range(0, iterations): django.template.loader.render_to_string("template.html") if __name__ == "__main__": main() ================================================ FILE: examples/demo_scripts/sympy_calculation.py ================================================ # All right, here is a reproducer (sympy 1.12, pyinstrument 4.5.3, Python 3.11.5). # With python sympy_instrument.py, prints This took 0:00:00.636278 # With pyinstrument sympy_instrument.py, prints This took 0:00:12.355938 from datetime import datetime from sympy import FF, Poly, Rational, symbols, sympify # type: ignore def do_thing(): # Some elliptic curve crypto stuff that is not important field = 0xFFFFFFFF00000001000000000000000000000000FFFFFFFFFFFFFFFFFFFFFFFF params = { "a": 0xFFFFFFFF00000001000000000000000000000000FFFFFFFFFFFFFFFFFFFFFFFC, "b": 0x5AC635D8AA3A93E7B3EBBD55769886BC651D06B0CC53B0F63BCE3C3E27D2604B, } k = FF(field) expr = sympify(f"3*b - b3", evaluate=False) for curve_param, value in params.items(): expr = expr.subs(curve_param, k(value)) param = str(expr.free_symbols.pop()) def resolve(expression, k): if not expression.args: return expression args = [] for arg in expression.args: if isinstance(arg, Rational): a = arg.p b = arg.q res = k(a) / k(b) else: res = resolve(arg, k) args.append(res) return expression.func(*args) expr = resolve(expr, k) poly = Poly(expr, symbols(param), domain=k) roots = poly.ground_roots() for root in roots: params[param] = int(root) break if __name__ == "__main__": start = datetime.now() for _ in range(1000): do_thing() end = datetime.now() print("This took", end - start) ================================================ FILE: examples/demo_scripts/wikipedia_article_word_count.py ================================================ import json try: from urllib.request import Request, urlopen except ImportError: from urllib2 import Request, urlopen # type: ignore import collections import operator import sys WIKIPEDIA_ARTICLE_API_URL = "https://en.wikipedia.org/w/api.php?action=query&titles=Spoon&prop=revisions&rvprop=content&format=json" def download(): headers = {"User-Agent": "pyinstrument demo script"} req = Request(WIKIPEDIA_ARTICLE_API_URL, headers=headers) return urlopen(req).read() def parse(json_data): return json.loads(json_data) def most_common_words(page): word_occurences = collections.defaultdict(int) for revision in page["revisions"]: article = revision["*"] for word in article.split(): if len(word) < 2: continue word_occurences[word] += 1 word_list = sorted(word_occurences.items(), key=operator.itemgetter(1), reverse=True) return word_list[0:5] def main(): data = parse(download()) page = list(data["query"]["pages"].values())[0] sys.stderr.write("This most common words were %s\n" % most_common_words(page)) if __name__ == "__main__": main() ================================================ FILE: examples/falcon_hello.py ================================================ import time from pyinstrument import Profiler try: import falcon PROFILING = True # Use environment variable for setting it except ImportError: print("This example requires falcon.") print("Install using `pip install falcon`.") exit(1) class ProfilerMiddleware: def __init__(self, interval=0.01): self.profiler = Profiler(interval=interval) def process_request(self, req, resp): self.profiler.start() def process_response(self, req, resp, resource, req_succeeded): self.profiler.stop() self.profiler.open_in_browser() # Autoloads the file in default browser class HelloResource: def on_get(self, req, resp): time.sleep(1) resp.media = "hello" app = falcon.App() if PROFILING: app.add_middleware(ProfilerMiddleware()) app.add_route("/", HelloResource()) ================================================ FILE: examples/falcon_hello_file.py ================================================ import time from datetime import datetime from pyinstrument import Profiler try: import falcon PROFILING = True # Use environment variable for setting it except ImportError: print("This example requires falcon.") print("Install using `pip install falcon`.") exit(1) class ProfilerMiddleware: filename = "pyinstrument-profile" def __init__(self, interval=0.01): self.profiler = Profiler(interval=interval) def process_request(self, req, resp): self.profiler.start() def process_response(self, req, resp, resource, req_succeeded): self.profiler.stop() filename = f"{self.filename}-{datetime.now().strftime('%m%d%Y-%H%M%S')}.html" with open(filename, "w") as file: file.write(self.profiler.output_html()) class HelloResource: def on_get(self, req, resp): time.sleep(1) resp.media = "hello" app = falcon.App() if PROFILING: app.add_middleware(ProfilerMiddleware()) app.add_route("/", HelloResource()) ================================================ FILE: examples/flask_hello.py ================================================ import time from pyinstrument import Profiler try: from flask import Flask, g, make_response, request except ImportError: print("This example requires Flask.") print("Install using `pip install flask`.") exit(1) app = Flask(__name__) @app.before_request def before_request(): if "profile" in request.args: g.profiler = Profiler() g.profiler.start() @app.after_request def after_request(response): if not hasattr(g, "profiler"): return response g.profiler.stop() output_html = g.profiler.output_html() return make_response(output_html) @app.route("/") def hello_world(): return "Hello, World!" @app.route("/sleep") def sleep(): time.sleep(0.1) return "Good morning!" @app.route("/dosomething") def do_something(): import requests requests.get("http://google.com") return "Google says hello!" ================================================ FILE: examples/litestar_hello.py ================================================ from __future__ import annotations from asyncio import sleep from litestar import Litestar, get from litestar.middleware import MiddlewareProtocol from litestar.types import ASGIApp, Message, Receive, Scope, Send from pyinstrument import Profiler class ProfilingMiddleware(MiddlewareProtocol): def __init__(self, app: ASGIApp) -> None: super().__init__(app) # type: ignore self.app = app async def __call__(self, scope: Scope, receive: Receive, send: Send) -> None: profiler = Profiler(interval=0.001, async_mode="enabled") profiler.start() profile_html: str | None = None async def send_wrapper(message: Message) -> None: if message["type"] == "http.response.start": profiler.stop() nonlocal profile_html profile_html = profiler.output_html() message["headers"] = [ (b"content-type", b"text/html; charset=utf-8"), (b"content-length", str(len(profile_html)).encode()), ] elif message["type"] == "http.response.body": assert profile_html is not None message["body"] = profile_html.encode() await send(message) await self.app(scope, receive, send_wrapper) @get("/") async def index() -> str: await sleep(1) return "Hello, world!" app = Litestar( route_handlers=[index], middleware=[ProfilingMiddleware], ) ================================================ FILE: examples/np_c_function.py ================================================ import sys import numpy as np arr = np.random.randint(0, 10000, 10000) # def print_profiler(frame, event, arg): # print(event, arg, getattr(arg, '__qualname__', arg.__name__), arg.__module__, dir(arg)) # sys.setprofile(print_profiler) for i in range(10000): arr.cumsum() # sys.setprofile(None) ================================================ FILE: examples/tbhide_demo.py ================================================ import time def D(): time.sleep(0.7) def C(): __tracebackhide__ = True time.sleep(0.1) D() def B(): __tracebackhide__ = True time.sleep(0.1) C() def A(): time.sleep(0.1) B() A() ================================================ FILE: html_renderer/.editorconfig ================================================ # EditorConfig is awesome: https://EditorConfig.org [*] indent_style = space indent_size = 4 end_of_line = lf charset = utf-8 trim_trailing_whitespace = true insert_final_newline = true [*.svelte] indent_size = 2 [*.html] indent_size = 2 ================================================ FILE: html_renderer/.gitignore ================================================ # Logs logs *.log npm-debug.log* yarn-debug.log* yarn-error.log* pnpm-debug.log* lerna-debug.log* node_modules dist dist-ssr *.local /stats.html # Editor directories and files .vscode/* !.vscode/extensions.json .idea .DS_Store *.suo *.ntvs* *.njsproj *.sln *.sw? ================================================ FILE: html_renderer/demo-data/django_template_render.json ================================================ 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Choose a demo profile:
{#if loading}
Loading...
{:else if error}
Error loading file: {error.message}
{/if}
================================================ FILE: html_renderer/demo-src/main.ts ================================================ import DemoApp from "./DemoApp.svelte"; new DemoApp({ target: document.body, }); ================================================ FILE: html_renderer/index.html ================================================ Pyinstrument Demo
================================================ FILE: html_renderer/package.json ================================================ { "name": "svelte-test", "private": true, "version": "0.0.0", "type": "module", "scripts": { "dev": "vite", "build": "vite build", "preview": "vite preview", "check": "svelte-check --tsconfig ./tsconfig.json", "test": "vitest" }, "devDependencies": { "@sveltejs/vite-plugin-svelte": "^3.1.1", "@tsconfig/svelte": "^5.0.4", "rollup-plugin-visualizer": "^5.12.0", "sass": "^1.77.8", "svelte": "^4.2.18", "svelte-check": "^3.8.5", "svelte-preprocess": "^6.0.2", "tslib": "^2.6.3", "typescript": "^5.5.4", "vite": "^5.3.5", "vitest": "^2.0.5" }, "dependencies": { "svelte-persisted-store": "^0.11.0" } } ================================================ FILE: html_renderer/src/App.svelte ================================================
{#if !session.rootFrame}
No samples recorded.
{:else if $viewOptions.viewMode === 'call-stack'} {:else if $viewOptions.viewMode === 'timeline'} {:else}
Unknown view mode: {$viewOptions.viewMode}
{/if}
================================================ FILE: html_renderer/src/app.css ================================================ html, body { background-color: #303538; color: white; padding: 0; margin: 0; } .margins { padding: 0 30px; } label { user-select: none; * { user-select: initial; } } ================================================ FILE: html_renderer/src/components/CallStackView.svelte ================================================
{#if !rootFrame}
All frames were filtered out.
{:else}
{/if}
================================================ FILE: html_renderer/src/components/CogIcon.svelte ================================================ ================================================ FILE: html_renderer/src/components/Frame.svelte ================================================
{#if isVisible}
0 ? "visible" : "hidden"} >
{formattedTime}
{name}
{codePosition}
{/if} {#if frame.group && frame.group.rootFrame == frame && !collapsed}
{frame.group.frames.length-1} frames hidden ({groupLibrarySummary})
{/if} {#if !collapsed && frame.children.length > 0}
{#each frame.children as child (child.uuid)} {/each}
{/if}
================================================ FILE: html_renderer/src/components/Header.svelte ================================================
{@html htmlForStringWithWBRAtSlashes(session.target_description)}
Recorded: {startTime}

Samples: {session.sampleCount}
CPU utilization: {(cpuUtilisation * 100).toFixed(0)}%
View:
{#if viewOptionsVisible} viewOptionsVisible = false}/> {/if}
================================================ FILE: html_renderer/src/components/Logo.svelte ================================================ ================================================ FILE: html_renderer/src/components/TimelineCanvasView.ts ================================================ import CanvasView from "../lib/CanvasView"; import type Frame from "../lib/model/Frame"; import { SELF_TIME_FRAME_IDENTIFIER } from "../lib/model/Frame"; import { hash, map, parseColor, sampleGradient } from "../lib/utils"; import TimelineCanvasViewTooltip, { estimateWidth, type TooltipFrameInfo } from "./TimelineCanvasViewTooltip.svelte"; import type { ComponentProps } from 'svelte'; const BACKGROUND_COLOR = '#212325' const FRAME_PITCH = 18 const FRAME_HEIGHT = 17 const X_MARGIN = 28 const Y_MARGIN = 17 const Y_FRAME_INSET = 29 // vertical space between y margin and first frame, where the axis markers are drawn const GRADIENT_STR = ['#3475BA','#318DBC','#47A298','#8AAE5D','#C1A731','#C07210','#B84210','#B53134','#9A3586','#4958B5','#3475BA'] const GRADIENT = GRADIENT_STR.map(parseColor) export interface TimelineFrame { frame: Frame depth: number // also cache some computed properties that are used in rendering isApplicationCode: boolean library: string | null className: string filePathShort: string | null } export default class TimelineCanvasView extends CanvasView { zoom: number = 1 // pixels per second startT: number = 0 // seconds yOffset: number = 0 // pixels frames: TimelineFrame[] = [] isZoomedIn: boolean = false tooltipContainer: HTMLElement tooltipComponent: TimelineCanvasViewTooltip | null = null constructor(container: HTMLElement) { super(container) this.onWheel = this.onWheel.bind(this) this.onMouseMove = this.onMouseMove.bind(this) this.onMouseLeave = this.onMouseLeave.bind(this) this.onMouseDown = this.onMouseDown.bind(this) this.windowMouseUp = this.windowMouseUp.bind(this) this.onTouchstart = this.onTouchstart.bind(this) this.onTouchmove = this.onTouchmove.bind(this) this.onTouchend = this.onTouchend.bind(this) this.onTouchcancel = this.onTouchend.bind(this) this.canvas.addEventListener('wheel', this.onWheel) this.canvas.addEventListener('mousemove', this.onMouseMove) this.canvas.addEventListener('mouseleave', this.onMouseLeave) this.canvas.addEventListener('mousedown', this.onMouseDown) this.canvas.addEventListener('touchstart', this.onTouchstart) this.canvas.addEventListener('touchmove', this.onTouchmove) this.canvas.addEventListener('touchend', this.onTouchend) this.canvas.addEventListener('touchcancel', this.onTouchcancel) this.tooltipContainer = document.createElement('div') this.tooltipContainer.style.position = 'absolute' this.tooltipContainer.style.pointerEvents = 'none' this.container.appendChild(this.tooltipContainer) } destroy(): void { this.canvas.removeEventListener('wheel', this.onWheel) this.canvas.removeEventListener('mousemove', this.onMouseMove) this.canvas.removeEventListener('mouseleave', this.onMouseLeave) this.canvas.removeEventListener('mousedown', this.onMouseDown) this.canvas.removeEventListener('touchstart', this.onTouchstart) this.canvas.removeEventListener('touchmove', this.onTouchmove) this.canvas.removeEventListener('touchend', this.onTouchend) this.canvas.removeEventListener('touchcancel', this.onTouchcancel) this.tooltipContainer.remove() super.destroy() } _rootFrame: Frame | null = null maxDepth = 0 setRootFrame(rootFrame: Frame) { this._rootFrame = rootFrame this.frames = [] this._frameMaxT = undefined this.maxDepth = 0 this._collectFrames(rootFrame, 0) this.fitContents() this.setNeedsRedraw() } _collectFrames(frame: Frame, depth: number) { this.frames.push({ frame, depth, isApplicationCode: frame.isApplicationCode, library: frame.library, className: frame.className, filePathShort: frame.filePathShort, }) this.maxDepth = Math.max(this.maxDepth, depth) for (const child of frame.children) { if (child.identifier !== SELF_TIME_FRAME_IDENTIFIER) { // we don't render self time frames this._collectFrames(child, depth + 1) } } } tooltipLocation: { x: number; y: number } | null = null updateTooltip(ctx: CanvasRenderingContext2D, timelineFrame: TimelineFrame | null) { // update the content if (timelineFrame) { const frameInfo: TooltipFrameInfo = { name: this.frameName(timelineFrame), time: timelineFrame.frame.time, selfTime: this.frameSelfTime(timelineFrame), totalTime: this._rootFrame?.time ?? 1e-12, precision: this._rootFrame?.context.precision ?? 3, location: `${timelineFrame.filePathShort}:${timelineFrame.frame.lineNo}`, locationColor: this.colorForFrame(timelineFrame), } if (!this.tooltipComponent) { this.tooltipComponent = new TimelineCanvasViewTooltip({ target: this.tooltipContainer, props: {f: frameInfo}, }) } else { this.tooltipComponent.$set({f: frameInfo}) } // update the position if (this.tooltipLocation) { const position = {x: this.tooltipLocation.x + 12, y: this.tooltipLocation.y + 12} // rather than reading the width from the DOM, we estimate it // using canvas APIs. this tends to result in faster and more // predictable results. Also the DOM is very inefficient at // getting the size of something - it often has to relayout // the entire page. const tooltipWidth = estimateWidth(ctx, frameInfo) const maxX = this.width - 10 - tooltipWidth if (position.x > maxX) { position.x = maxX } // note, this is a guess, but clipping off bottom will be rare, as will be wrapping tooltips const tooltipHeight = 60 const maxY = this.height - 10 - tooltipHeight if (position.y > maxY) { position.y = maxY } this.tooltipContainer.style.left = `${position.x}px` this.tooltipContainer.style.top = `${position.y}px` } } if (!timelineFrame) { if (this.tooltipComponent) { this.tooltipComponent.$destroy() this.tooltipComponent = null } } } // /$$$$$$$ /$$ // | $$__ $$ |__/ // | $$ \ $$ /$$$$$$ /$$$$$$ /$$ /$$ /$$ /$$ /$$$$$$$ /$$$$$$ // | $$ | $$ /$$__ $$ |____ $$| $$ | $$ | $$| $$| $$__ $$ /$$__ $$ // | $$ | $$| $$ \__/ /$$$$$$$| $$ | $$ | $$| $$| $$ \ $$| $$ \ $$ // | $$ | $$| $$ /$$__ $$| $$ | $$ | $$| $$| $$ | $$| $$ | $$ // | $$$$$$$/| $$ | $$$$$$$| $$$$$/$$$$/| $$| $$ | $$| $$$$$$$ // |_______/ |__/ \_______/ \_____/\___/ |__/|__/ |__/ \____ $$ // /$$ \ $$ // | $$$$$$/ // \______/ lastDrawWidth: number = 0 lastDrawHeight: number = 0 redraw(ctx: CanvasRenderingContext2D, extra: { width: number; height: number; }): void { const { width, height } = extra if (width !== this.lastDrawWidth || height !== this.lastDrawHeight) { if (!this.isZoomedIn) { this.fitContents() } else { this.clampViewport() } } this.lastDrawWidth = width this.lastDrawHeight = height ctx.fillStyle = BACKGROUND_COLOR ctx.fillRect(0, 0, width, height) // draw scale this.drawAxes(ctx) // draw frames for (const frame of this.frames) { this.drawFrame(ctx, frame) } ctx.globalAlpha = 1 const canDrag = this.maxYOffset > 0 || this.isZoomedIn const mouseDown = !!this.mouseDownLocation this.canvas.style.cursor = (mouseDown && canDrag) ? 'grabbing' : 'initial' // debug ctx.fillStyle = 'red' ctx.font = `23px "Source Sans Pro", sans-serif` // ctx.fillText(`startT: ${this.startT}`, 10, 10) // ctx.fillText(`zoom: ${this.zoom}`, 10, 50) // ctx.fillText(`width/zoom: ${this.width / this.zoom}`, 10, 50) let hoverFrame: TimelineFrame | null = null if (!mouseDown && this.tooltipLocation) { hoverFrame = this.hitTest(this.tooltipLocation) } this.updateTooltip(ctx, hoverFrame) } drawAxes(ctx: CanvasRenderingContext2D) { // const viewportDuration = this.width / this.zoom // clamp the width here to min 800 px, so that we don't draw too many // axes on small screens const viewportDuration = Math.max(800, this.width) / this.zoom if (viewportDuration == 0) { // avoid log of 0 return } const axisScale = Math.log10(viewportDuration) let highestAxis = Math.ceil(axisScale) + 2 if (highestAxis < 0) { // ensures that we always draw whole number axes, stops numbers // like '0' from changing precision to '0.0' as we zoom in highestAxis = 0 } const smallestAxis = Math.ceil(axisScale) - 3 const alphaForAxis = (a: number) => map(a, {from: [axisScale, axisScale-3], to: [0.71, 0], clamp: true}) for (let a = smallestAxis; a < highestAxis; a++) { let alpha = alphaForAxis(a) alpha = Math.max(0, Math.min(1, alpha)) alpha = Math.pow(alpha, 2) this.drawAxis(ctx, Math.pow(10, a), alpha) } // highest axis - set the flag to never skip as there are no higher increments this.drawAxis(ctx, Math.pow(10, highestAxis), alphaForAxis(highestAxis), true) } drawAxis(ctx: CanvasRenderingContext2D, increment: number, alpha: number, dontSkip: boolean = false) { ctx.fillStyle = 'white' const startT = Math.floor(this.startT / increment) * increment const endT = this.startT + this.width / this.zoom const numDecimals = Math.max(0, Math.ceil(-Math.log10(increment))) for (let t = startT; t < endT; t += increment) { const x = this.xForT(t) const drawnByAHigherIncrement = Math.round(t / increment) % 10 === 0 if (drawnByAHigherIncrement && !dontSkip) { continue } ctx.globalAlpha = alpha const y = Y_MARGIN - this.yOffset ctx.fillRect(x, y, 1, this.height - y) const textAlpha = map(alpha, {from: [0.12, 0.25], to: [0, 0.5], clamp: true}) if (textAlpha > 0.01) { ctx.globalAlpha = textAlpha ctx.font = `13px "Source Sans Pro", sans-serif` let text = t.toFixed(numDecimals) if (text == '0') { text = '0s' } let topY = y + 10 ctx.fillText(text, x + 3, topY) let bottomY = this.height + Y_MARGIN + 10 - this.yOffset if (bottomY < this.height - 3) { bottomY = this.height - 3 } ctx.fillText(text, x + 3, bottomY) } ctx.globalAlpha = 1 } } drawFrame(ctx: CanvasRenderingContext2D, timelineFrame: TimelineFrame) { const { x, y, w, h } = this.frameDims(timelineFrame) const endX = x + w if (endX < 0 || x > this.width) { // offscreen return } ctx.fillStyle = this.colorForFrame(timelineFrame) ctx.globalAlpha = timelineFrame.isApplicationCode ? 1 : 0.5 if (w < 2) { // fast path ctx.fillRect(x, y, w, h) return } let name = this.frameName(timelineFrame) // the minimum width per character is 3.3px (that's an 'l') // no point in drawing more characters than that, it'll be clipped const maxChars = Math.floor(w / 3.3) if (name.length > maxChars) { name = name.substring(0, maxChars) } if (name.length == 0) { // fast path ctx.fillRect(x, y, w, h) return } ctx.save() ctx.beginPath() ctx.rect(x, y, w, h) ctx.fill() ctx.clip() ctx.font = `13px "Source Sans Pro", sans-serif` ctx.fillStyle = 'white' let textX = x if (textX < 0) { textX = 0 } ctx.fillText(name, textX + 2, y + 13) ctx.restore() } // the library order controls which color is assigned. More common // libraries get colors further apart from each other _libraryOrder: string[] | null = null _assignLibraryOrder() { const librariesTotalTime: Record = {} for (const timelineFrame of this.frames) { const frame = timelineFrame.frame const library = frame.library ?? '' librariesTotalTime[library] = (librariesTotalTime[library] || 0) + timelineFrame.frame.time } const libraries = Object.keys(librariesTotalTime) libraries.sort((a, b) => librariesTotalTime[b] - librariesTotalTime[a]) this._libraryOrder = libraries } _colors: string[] = [] colorForLibraryIndex(libraryIndex: number) { if (this._colors[libraryIndex] !== undefined) { return this._colors[libraryIndex] } // assign colors using color gradient and library order, gradually // bisecting a color wheel - this gives the top libraries the most // distinct colors const denominator = Math.pow(2,Math.ceil(Math.log2(libraryIndex+1))) const numerator = 2*libraryIndex - denominator + 1 const gradientLocation = numerator/denominator const result = sampleGradient(GRADIENT, gradientLocation) this._colors[libraryIndex] = result return result } libraryIndexForFrame(timelineFrame: TimelineFrame) { if (!this._libraryOrder) { this._assignLibraryOrder() } const library = timelineFrame.library || '' let result = this._libraryOrder!.indexOf(library) if (result === -1) { // we haven't seen this one before, add it to the list to give it an index result = this._libraryOrder!.length this._libraryOrder!.push(library) } return result } colorForFrame(timelineFrame: TimelineFrame) { const libraryIndex = this.libraryIndexForFrame(timelineFrame) const color = this.colorForLibraryIndex(libraryIndex) return color } // /$$ /$$ // | $$ | $$ // | $$ /$$$$$$ /$$ /$$ /$$$$$$ /$$ /$$ /$$$$$$ // | $$ |____ $$| $$ | $$ /$$__ $$| $$ | $$|_ $$_/ // | $$ /$$$$$$$| $$ | $$| $$ \ $$| $$ | $$ | $$ // | $$ /$$__ $$| $$ | $$| $$ | $$| $$ | $$ | $$ /$$ // | $$$$$$$$| $$$$$$$| $$$$$$$| $$$$$$/| $$$$$$/ | $$$$/ // |________/ \_______/ \____ $$ \______/ \______/ \___/ // /$$ | $$ // | $$$$$$/ // \______/ _frameMaxT: number|undefined get frameMaxT() { if (this._frameMaxT === undefined) { this._frameMaxT = this.frames.reduce((max, frame) => Math.max(max, frame.frame.startTime + frame.frame.time), 0) } return this._frameMaxT } get maxYOffset() { return Math.max(0, (this.maxDepth+1) * FRAME_PITCH + Y_MARGIN*2 + Y_FRAME_INSET - this.height) } get minZoom() { return (this.width - 2*X_MARGIN) / this.frameMaxT } get maxZoom() { // 150 ns is the python function calling overhead. // 150 ns per 10 pixels seems the smallest that makes sense to me return 10 / 150e-9 } fitContents() { this.startT = 0 this.zoom = this.minZoom this.isZoomedIn = false } clampViewport() { if (this.zoom < this.minZoom) { this.zoom = this.minZoom this.isZoomedIn = false } else { this.isZoomedIn = true } if (this.zoom > this.maxZoom) { this.zoom = this.maxZoom } if (this.startT < 0) { this.startT = 0 } const maxStartT = this.frameMaxT - (this.width - 2*X_MARGIN) / this.zoom if (this.startT > maxStartT) { this.startT = maxStartT } if (this.yOffset < 0) { this.yOffset = 0 } if (this.yOffset > this.maxYOffset) { this.yOffset = this.maxYOffset } } frameDims(timelineFrame: TimelineFrame): { x: number; y: number; w: number; h: number } { const y = timelineFrame.depth * FRAME_PITCH + Y_MARGIN + Y_FRAME_INSET - this.yOffset const h = FRAME_HEIGHT let x = this.xForT(timelineFrame.frame.startTime) const endX = this.xForT(timelineFrame.frame.startTime + timelineFrame.frame.time) let w = endX - x if (w < 1) { w = 1 } if (w > 1) { // add a little gap between frames w -= map(w, {from: [1,3], to: [0, 1], clamp: true}) } return { x, y, w, h } } xForT(t: number): number { return (t - this.startT) * this.zoom + X_MARGIN } tForX(x: number): number { return (x - X_MARGIN) / this.zoom + this.startT } frameName(timelineFrame: TimelineFrame): string { let name: string if (timelineFrame.className) { name = `${timelineFrame.className}.${timelineFrame.frame.function}` } else if (timelineFrame.frame.function == ''){ name = timelineFrame.filePathShort ?? timelineFrame.frame.filePath ?? '' } else { name = timelineFrame.frame.function } return name } frameSelfTime(timelineFrame: TimelineFrame): number { let selfTime = timelineFrame.frame.time; const renderedChildren = timelineFrame.frame.children.filter(child => !child.isSynthetic); for (const child of renderedChildren) { selfTime -= child.time; } return selfTime; } hitTest(loc: {x: number, y: number}): TimelineFrame | null { for (const frame of this.frames) { const { x: frameX, y: frameY, w, h } = this.frameDims(frame) if (loc.x >= frameX && loc.x <= frameX + w && loc.y >= frameY && loc.y <= frameY + h) { return frame } } return null } // /$$ /$$ // | $$$ /$$$ // | $$$$ /$$$$ /$$$$$$ /$$ /$$ /$$$$$$$ /$$$$$$ // | $$ $$/$$ $$ /$$__ $$| $$ | $$ /$$_____/ /$$__ $$ // | $$ $$$| $$| $$ \ $$| $$ | $$| $$$$$$ | $$$$$$$$ // | $$\ $ | $$| $$ | $$| $$ | $$ \____ $$| $$_____/ // | $$ \/ | $$| $$$$$$/| $$$$$$/ /$$$$$$$/| $$$$$$$ // |__/ |__/ \______/ \______/ |_______/ \_______/ // // // onWheel(event: WheelEvent) { const isPinchGestureOrCmdWheel = event.ctrlKey || event.metaKey // zooming const zoomSpeed = isPinchGestureOrCmdWheel ? 0.01 : 0.0023 const mouseT = this.tForX(event.offsetX) this.zoom *= 1 - event.deltaY * zoomSpeed // an extra clamp to clamp this.zoom before the startT is adjusted this.clampViewport() this.startT = mouseT - (event.offsetX - X_MARGIN) / this.zoom // scroll to pan if (!isPinchGestureOrCmdWheel) { this.startT += event.deltaX / this.zoom } this.clampViewport() this.setNeedsRedraw() event.preventDefault() } mouseLocation: { x: number; y: number } | null = null mouseDownLocation: { x: number; y: number } | null = null onMouseMove(event: MouseEvent): void { const mouseLocation = { x: event.offsetX, y: event.offsetY } const prevMouseLocation = this.mouseLocation this.mouseLocation = mouseLocation if (prevMouseLocation && this.mouseDownLocation) { const dLocation = {x: mouseLocation.x - prevMouseLocation.x, y: mouseLocation.y - prevMouseLocation.y} this.startT -= dLocation.x / this.zoom this.yOffset -= dLocation.y this.clampViewport() } this.tooltipLocation = mouseLocation this.setNeedsRedraw() } onMouseLeave(event: MouseEvent): void { this.mouseLocation = null this.tooltipLocation = null this.setNeedsRedraw() } onMouseDown(event: MouseEvent): void { if (!(event.button === 0 || event.button === 1)) { return } this.mouseDownLocation = { x: event.offsetX, y: event.offsetY } window.addEventListener('mouseup', this.windowMouseUp) this.setNeedsRedraw() } windowMouseUp(event: MouseEvent): void { window.removeEventListener('mouseup', this.windowMouseUp) this.mouseDownLocation = null this.setNeedsRedraw() } // /$$$$$$$$ /$$ // |__ $$__/ | $$ // | $$ /$$$$$$ /$$ /$$ /$$$$$$$| $$$$$$$ // | $$ /$$__ $$| $$ | $$ /$$_____/| $$__ $$ // | $$ | $$ \ $$| $$ | $$| $$ | $$ \ $$ // | $$ | $$ | $$| $$ | $$| $$ | $$ | $$ // | $$ | $$$$$$/| $$$$$$/| $$$$$$$| $$ | $$ // |__/ \______/ \______/ \_______/|__/ |__/ touches: { [key: number]: { x: number; y: number, downT: number, startDate: number, downX: number, downY: number } } = {} onTouchstart(event: TouchEvent) { event.preventDefault() event.stopPropagation() for (const touch of Array.from(event.changedTouches)) { this.touches[touch.identifier] = { x: touch.clientX, y: touch.clientY, downT: this.tForX(touch.clientX), startDate: Date.now(), downX: touch.clientX, downY: touch.clientY, } } } onTouchmove(event: TouchEvent) { event.preventDefault() event.stopPropagation() let yMotionSum = 0 for (const touch of Array.from(event.changedTouches)) { const prevTouch = this.touches[touch.identifier] if (!prevTouch) { continue } yMotionSum += touch.clientY - prevTouch.y this.touches[touch.identifier] = { ...prevTouch, x: touch.clientX, y: touch.clientY } } const yMotion = yMotionSum / Object.keys(this.touches).length this.yOffset -= yMotion this.adjustXAxisForTouches() this.setNeedsRedraw() } onTouchend(event: TouchEvent) { event.preventDefault() event.stopPropagation() for (const touch of Array.from(event.changedTouches)) { delete this.touches[touch.identifier] } this.setNeedsRedraw() } onTouchcancel(event: TouchEvent) { event.preventDefault() event.stopPropagation() for (const touch of Array.from(event.changedTouches)) { delete this.touches[touch.identifier] } this.setNeedsRedraw() } adjustXAxisForTouches() { const touchIds = Object.keys(this.touches).map(Number) if (touchIds.length == 0) { return } if (touchIds.length == 1) { const touch = this.touches[touchIds[0]] this.startT = touch.downT - (touch.x - X_MARGIN) / this.zoom } if (touchIds.length >= 2) { const touch1 = this.touches[touchIds[0]] const touch2 = this.touches[touchIds[1]] const newZoom = (touch2.x - touch1.x) / (touch2.downT - touch1.downT) const newStartT = touch1.downT - (touch1.x - X_MARGIN) / newZoom this.startT = newStartT this.zoom = newZoom } this.clampViewport() } } ================================================ FILE: html_renderer/src/components/TimelineCanvasViewTooltip.svelte ================================================
{f.name}
{#if timeMode == 'both'}
time
{@html formatTime(f.time)}
{#if (f.selfTime / f.time) > 1e-3 }
self
{@html formatTime (f.selfTime)}
{/if}
{:else}
{timeMode == 'self' ? 'self' : 'time'}
{@html formatTime(f.time)}
{/if}
loc
{@html locationHTML}
================================================ FILE: html_renderer/src/components/TimelineView.svelte ================================================
================================================ FILE: html_renderer/src/components/ViewOptions.svelte ================================================
{title}
{#if $viewOptions.viewMode === "call-stack"} {:else if $viewOptions.viewMode === "timeline"} {/if}
================================================ FILE: html_renderer/src/components/ViewOptionsCallStack.svelte ================================================
Collapse frames
Code run from the Python stdlib, a virtualenv, or a conda env will be collapsed.
Regex on the source file path.
If neither match, the library code rule is used.
Remove frames
% of the total time
Time format
================================================ FILE: html_renderer/src/components/ViewOptionsTimeline.svelte ================================================
Remove frames
================================================ FILE: html_renderer/src/lib/CanvasView.ts ================================================ import DevicePixelRatioObserver from "./DevicePixelRatioObserver" export default abstract class CanvasView { canvas: HTMLCanvasElement _size_observer: ResizeObserver _devicePixelRatioObserver: DevicePixelRatioObserver constructor(readonly container: HTMLElement) { if (getComputedStyle(container).position != "absolute") { container.style.position = 'relative' } this.canvas = document.createElement('canvas') this.canvas.style.position = 'absolute' this.canvas.style.left = '0' this.canvas.style.top = '0' this.canvas.style.width = '100%' this.canvas.style.height = '100%' this.container.appendChild(this.canvas) this.setCanvasSize = this.setCanvasSize.bind(this); this._size_observer = new ResizeObserver(this.setCanvasSize) this._size_observer.observe(container); this._devicePixelRatioObserver = new DevicePixelRatioObserver(this.setCanvasSize) // set the canvas size on the next redraw - avoids problems with window // size changing during the first paint because of the scroll bar window.requestAnimationFrame(() => { this.setCanvasSize(); }); } destroy() { this._size_observer.disconnect() this._devicePixelRatioObserver.destroy() this.canvas.remove(); if (this.drawAnimationRequest !== null) { window.cancelAnimationFrame(this.drawAnimationRequest); this.drawAnimationRequest = null } } drawAnimationRequest: any = null setNeedsRedraw() { if (this.drawAnimationRequest !== null) { return } this.drawAnimationRequest = window.requestAnimationFrame(() => { this.drawAnimationRequest = null; this.canvasViewRedraw() }) } redrawIfNeeded() { if (this.drawAnimationRequest !== null) { window.cancelAnimationFrame(this.drawAnimationRequest); this.drawAnimationRequest = null; this.canvasViewRedraw() } } canvasViewRedraw() { const ctx = this.canvas.getContext('2d') if (!ctx) return ctx.resetTransform() ctx.scale(window.devicePixelRatio, window.devicePixelRatio) this.redraw(ctx, { width: this.canvas.width / window.devicePixelRatio, height: this.canvas.height / window.devicePixelRatio }); } abstract redraw(ctx: CanvasRenderingContext2D, extra: { width: number, height: number }): void get width() { return this.canvas.width / window.devicePixelRatio } get height() { return this.canvas.height / window.devicePixelRatio } setCanvasSize() { const ratio = window.devicePixelRatio this.canvas.height = this.container.clientHeight * ratio; this.canvas.width = this.container.clientWidth * ratio; this.canvasViewRedraw() } } ================================================ FILE: html_renderer/src/lib/DevicePixelRatioObserver.ts ================================================ export default class DevicePixelRatioObserver { mediaQueryList: MediaQueryList | null = null constructor(readonly onDevicePixelRatioChanged: () => void) { this._onChange = this._onChange.bind(this) this.createMediaQueryList() } createMediaQueryList() { this.removeMediaQueryList() let mqString = `(resolution: ${window.devicePixelRatio}dppx)`; this.mediaQueryList = matchMedia(mqString); this.mediaQueryList.addEventListener('change', this._onChange) } removeMediaQueryList() { this.mediaQueryList?.removeEventListener('change', this._onChange) this.mediaQueryList = null } _onChange(event: MediaQueryListEvent) { this.onDevicePixelRatioChanged() this.createMediaQueryList() } destroy() { this.removeMediaQueryList() } } ================================================ FILE: html_renderer/src/lib/appState.ts ================================================ import { writable } from 'svelte/store' export const visibleGroups = writable<{[id: string]: boolean}>({}) export const collapsedFrames = writable<{[id: string]: boolean}>({}) ================================================ FILE: html_renderer/src/lib/color.ts ================================================ export function colorForFrameProportionOfTotal(proportion: number): string { if (proportion > 0.6) { return '#FF4159' } else if (proportion > 0.3) { return '#F5A623' } else if (proportion > 0.15) { return '#D8CB2A' } else if (proportion > 0.05) { return '#7ED321' } else { return '#58984f' } } ================================================ FILE: html_renderer/src/lib/dataTypes.ts ================================================ export interface SessionData { session: { start_time: number; duration: number; min_interval: number; max_interval: number; sample_count: number; start_call_stack: string[], target_description: string; cpu_time: number; sys_path: string; sys_prefixes: string[]; }; frame_tree: FrameData|null; } export interface FrameData { identifier: string; time: number; attributes: {[name: string]: number}; children: FrameData[]; } ================================================ FILE: html_renderer/src/lib/model/Frame.ts ================================================ import type FrameGroup from './FrameGroup'; import { randomId } from '../utils'; // import type { FrameData } from '../dataTypes'; export interface FrameData { identifier: string, time?: number // duration in seconds startTime?: number attributes?: {[name: string]: number}, children?: readonly FrameData[], } const IDENTIFIER_SEP = "\x00" const ATTRIBUTES_SEP = "\x01" export const AWAIT_FRAME_IDENTIFIER = "[await]" export const SELF_TIME_FRAME_IDENTIFIER = "[self]" export const OUT_OF_CONTEXT_FRAME_IDENTIFIER = "[out-of-context]" export const DUMMY_ROOT_FRAME_IDENTIFIER = "[root]" export const SYNTHETIC_FRAME_IDENTIFIERS = [ AWAIT_FRAME_IDENTIFIER, SELF_TIME_FRAME_IDENTIFIER, OUT_OF_CONTEXT_FRAME_IDENTIFIER, DUMMY_ROOT_FRAME_IDENTIFIER, ] export const SYNTHETIC_LEAF_IDENTIFIERS = [ AWAIT_FRAME_IDENTIFIER, SELF_TIME_FRAME_IDENTIFIER, OUT_OF_CONTEXT_FRAME_IDENTIFIER, ] const ATTRIBUTE_MARKER_CLASS_NAME = "c" const ATTRIBUTE_MARKER_LINE_NUMBER = "l" const ATTRIBUTE_MARKER_TRACEBACKHIDE = "h" export default class Frame { uuid: string = randomId() identifier: string _identifierParts: string[] startTime: number time: number = 0 absorbedTime: number = 0 group: FrameGroup|null = null attributes: {[name: string]: number} _children: Frame[] = [] parent: Frame | null = null context: FrameContext constructor( data: FrameData, context: FrameContext, ) { this.identifier = data.identifier this._identifierParts = this.identifier.split(IDENTIFIER_SEP) this.startTime = data.startTime ?? 0 this.time = data.time ?? 0 this.attributes = data.attributes ?? {} this.context = context let childStartTime = this.startTime const children = data.children?.map(f => { if (f.startTime === undefined) { f = {...f, startTime: childStartTime} childStartTime += f.time ?? 0 } childStartTime = f.startTime! + (f.time ?? 0) return new Frame(f, context) }); if (children) { this.addChildren(children) } } cloneDeep(): Frame { return new Frame(this, this.context) } get children(): readonly Frame[] { return this._children } addChild(frame: Frame, options: {after?: Frame} = {}) { frame.removeFromParent() frame.parent = this if (options.after) { const index = this._children.indexOf(options.after) if (index == -1) { throw new Error("After frame not found") } this._children.splice(index+1, 0, frame) } else { this._children.push(frame) } } addChildren(frames: readonly Frame[], options: {after?: Frame} = {}) { frames = frames.slice() if (options.after) { const reversed = frames.slice() reversed.reverse() frames.forEach(f => this.addChild(f, options)) } else { frames.forEach(f => this.addChild(f, options)) } } removeFromParent() { if (this.parent) { const idx = this.parent._children.indexOf(this) this.parent._children.splice(idx, 1) this.parent = null } } getAttributes(marker: string): {data: string, time: number}[] { const keys = Object.keys(this.attributes).filter(k => k.startsWith(marker)) return keys.map(k => ( {data: k.slice(1), time: this.attributes[k]} )) } getAttributeValue(marker: string) { const attributes = this.getAttributes(marker) if (!attributes) return null if (attributes.length == 0) return null let maxIdx = 0 for (let i = 0; i < attributes.length; i++) { if (attributes[i].time > attributes[maxIdx].time) { maxIdx = i } } return attributes[maxIdx].data } get hasTracebackHide(): boolean { return this.getAttributeValue(ATTRIBUTE_MARKER_TRACEBACKHIDE) == '1' } get function(): string { return this._identifierParts[0] } get filePath(): string | null { return this._identifierParts[1] ?? null } get lineNo(): number | null { const lineNo = this._identifierParts[2] return lineNo ? parseInt(lineNo) : null } get isSynthetic(): boolean { return SYNTHETIC_FRAME_IDENTIFIERS.includes(this.identifier) } get filePathShort(): string | null { if (this.isSynthetic && this.parent) { return this.parent.filePathShort } if (!this.filePath) return null return this.context.shortenPath(this.filePath) } get isApplicationCode(): boolean { if (this.isSynthetic) { return false; } const filePath = this.filePath; if (!filePath) { return false; } const prefixes = this.context.sysPrefixes if (prefixes.some(path => filePath.startsWith(path))) { // this code lives in the Python installation dir or a virtualenv return false; } if (filePath.startsWith("<")) { if (filePath.startsWith("" || filePath == "") { // eval/exec is app code if started by a parent frame that is app code if (this.parent) { return this.parent.isApplicationCode } else { // if this is the root frame, it must have been started // with -c, so it's app code return true } } else { // Otherwise, this is likely some form of library-internal code generation return false; } } return true; } get proportionOfParent(): number { if (!this.parent) { return 1; } return this.time / this.parent.time; } get className(): string { return this.getAttributeValue(ATTRIBUTE_MARKER_CLASS_NAME) ?? "" } get library(): string|null { const filePathShort = this.filePathShort; if (!filePathShort) { return null; } // return the first part of the path that isn't slashes or dots return /^[\\/.]*[^\\/.]*/.exec(filePathShort)![0] ?? '' } } interface FrameContext { shortenPath(path: string): string sysPrefixes: string[] precision: number } ================================================ FILE: html_renderer/src/lib/model/FrameGroup.ts ================================================ import { randomId } from '../utils'; import type Frame from './Frame'; export default class FrameGroup { id: string; rootFrame: Frame; _frames: Frame[] = [] constructor(rootFrame: Frame) { this.id = randomId() this.rootFrame = rootFrame; } addFrame(frame: Frame) { if (frame.group) { frame.group.removeFrame(frame); } this._frames.push(frame); frame.group = this; } removeFrame(frame: Frame) { if (frame.group !== this) { throw new Error("Frame not in group."); } const index = this._frames.indexOf(frame); if (index === -1) { throw new Error("Frame not found in group."); } this._frames.splice(index, 1); frame.group = null; } get frames(): readonly Frame[] { return this._frames; } get exitFrames() { // exit frames are frames inside this group that have children outside the group. const exitFrames = [] for (const frame of this.frames) { let isExit = false; for (const child of frame.children) { if (child.group != this) { isExit = true; break; } } if (isExit) { exitFrames.push(frame); } } return exitFrames; } get libraries() { const libraries: string[] = []; for (const frame of this.frames) { const library = frame.library if (!library) { continue } if (!libraries.includes(library)) { libraries.push(library); } } return libraries; } } ================================================ FILE: html_renderer/src/lib/model/Session.ts ================================================ import type { SessionData } from "../dataTypes"; import Frame from "./Frame"; export default class Session { startTime: number; duration: number; minInterval: number; maxInterval: number; precision: number; sampleCount: number; target_description: string; cpuTime: number; rootFrame: Frame|null; sysPath: string; sysPrefixes: string[]; constructor(data: SessionData) { this.startTime = data.session.start_time; this.duration = data.session.duration; this.minInterval = data.session.min_interval; this.maxInterval = data.session.max_interval; this.sampleCount = data.session.sample_count; this.target_description = data.session.target_description; this.cpuTime = data.session.cpu_time; this.sysPath = data.session.sys_path; this.sysPrefixes = data.session.sys_prefixes this.precision = Math.ceil(-Math.log10(Math.min(Math.max(1e-9, this.maxInterval), 1))) this.rootFrame = data.frame_tree ? new Frame(data.frame_tree, this) : null } _shortenPathCache: {[path: string]: string} = {} shortenPath(path: string): string { if (this._shortenPathCache[path]) { return this._shortenPathCache[path] } let result = path const pathParts = pathSplit(path) if (pathParts.length > 1) { for (const sysPathEntry of this.sysPath) { const candidate = getRelPath(path, sysPathEntry) if (pathSplit(candidate).length < pathSplit(result).length) { result = candidate } } } this._shortenPathCache[path] = result return result } } function pathSplit(path: string): string[] { return path.split(/[/\\]/) } function getPathDrive(path: string): string | null { const parts = pathSplit(path) if (parts.length > 0 && parts[0].endsWith(":")) { return parts[0] } else { return null } } function getRelPath(path: string, start: string): string { // returns the relative path from start to path // e.g. getRelPath("/a/b/c", "/a") -> "b/c" // e.g. getRelPath("/a/b/c", "/a/d/e") -> "../../b/c" if (getPathDrive(path) != getPathDrive(start)) { // different drives, can't make a relative path return path } const parts = pathSplit(path) const startParts = pathSplit(start) let i = 0 while (i < parts.length && i < startParts.length && parts[i] == startParts[i]) { i++ } const relParts = startParts.slice(i).map(_ => "..") return relParts.concat(parts.slice(i)).join("/") } ================================================ FILE: html_renderer/src/lib/model/frameOps.test.ts ================================================ import { deleteFrameFromTree } from "./frameOps"; import { describe, it, expect } from "vitest"; import Frame, { SELF_TIME_FRAME_IDENTIFIER } from "./Frame"; const context = {shortenPath: (a:string) => a}; describe("deleteFrameFromTree", () => { it("should replace the frame with its children", () => { const parent = new Frame({ identifier: "parent" }, context); const frame = new Frame({ identifier: "frame" }, context); const child1 = new Frame({ identifier: "child1" }, context); const child2 = new Frame({ identifier: "child2" }, context); frame.addChild(child1); frame.addChild(child2); parent.addChild(frame); deleteFrameFromTree(frame, { replaceWith: "children" }); expect(parent.children).toContain(child1); expect(parent.children).toContain(child2); expect(parent.children).not.toContain(frame); }); it("should add a self-time frame as a replacement", () => { const parent = new Frame({ identifier: "parent" }, context); const frame = new Frame({ identifier: "frame" }, context); parent.addChild(frame); deleteFrameFromTree(frame, { replaceWith: "self_time" }); expect(parent.children).toHaveLength(1); expect(parent.children[0].identifier).toBe(SELF_TIME_FRAME_IDENTIFIER); }); it("should absorb the frame's time into the parent", () => { const parent = new Frame({ identifier: "parent" }, context); const frame = new Frame({ identifier: "frame", time: 10 }, context); parent.addChild(frame); deleteFrameFromTree(frame, { replaceWith: "nothing" }); expect(parent.absorbedTime).toBe(10); }); it("should throw an error if trying to delete the root frame", () => { const frame = new Frame({ identifier: "frame" }, context); expect(() => { deleteFrameFromTree(frame, { replaceWith: "children" }); }).toThrowError("Cannot delete the root frame"); }); }); ================================================ FILE: html_renderer/src/lib/model/frameOps.ts ================================================ import { UnreachableCaseError } from "../utils"; import Frame from "./Frame"; import { SELF_TIME_FRAME_IDENTIFIER } from "./Frame"; export function deleteFrameFromTree(frame: Frame, options: {replaceWith: 'children'|'self_time'|'nothing'}) { const {replaceWith} = options const parent = frame.parent if (!parent) { throw new Error('Cannot delete the root frame') } if (replaceWith == 'children') { parent.addChildren(frame.children, {after: frame}) } else if (replaceWith == 'self_time') { parent.addChild( new Frame({ identifier: SELF_TIME_FRAME_IDENTIFIER, time: frame.time, }, parent.context), {after: frame} ) } else if (replaceWith == 'nothing') { parent.absorbedTime += frame.time } else { throw new UnreachableCaseError(replaceWith) } frame.removeFromParent() removeFrameFromGroups(frame, true) } /** * Combines two frames into one. The frames must have the same parent. * * @param frame The frame to remove. * @param into The frame to combine into. */ export function combineFrames(frame: Frame, into: Frame): void { if (frame.parent !== into.parent) { throw new Error("Both frames must have the same parent."); } into.absorbedTime += frame.absorbedTime; into.time += frame.time; Object.entries(frame.attributes).forEach(([attribute, time]) => { if (into.attributes[attribute] !== undefined) { into.attributes[attribute] += time; } else { into.attributes[attribute] = time; } }); into.addChildren(frame.children); frame.removeFromParent(); removeFrameFromGroups(frame, false); } /** * Removes a frame from any groups that it is a member of. Should be used when * removing a frame from a tree, so groups don't keep references to removed frames. * * @param frame The frame to be removed from groups. * @param recursive Whether to also remove all child frames from their groups. */ export function removeFrameFromGroups(frame: Frame, recursive: boolean): void { if (recursive && frame.children) { frame.children.forEach(child => { removeFrameFromGroups(child, true); }); } if (frame.group) { const group = frame.group; group.removeFrame(frame); if (group.frames.length === 1) { // A group with only one frame is meaningless; remove it entirely. group.removeFrame(group.frames[0]); } } } ================================================ FILE: html_renderer/src/lib/model/modelUtil.ts ================================================ import type Frame from "./Frame" import type { Processor, ProcessorFunction, ProcessorOptions } from "./processors" export function applyProcessors(rootFrame: Frame | null, processors: ProcessorFunction[], options: ProcessorOptions) { let frame: Frame | null = rootFrame for (const processor of processors) { frame = processor(frame, options) if (!frame) { return null } } return frame } ================================================ FILE: html_renderer/src/lib/model/processors.ts ================================================ import { maxBy } from "../utils"; import type Frame from "./Frame"; import { SELF_TIME_FRAME_IDENTIFIER } from "./Frame"; import FrameGroup from "./FrameGroup"; import { combineFrames, deleteFrameFromTree } from './frameOps' export interface ProcessorOptions { filterThreshold?: number // used by remove_irrelevant_nodes hideRegex?: string // used by group_library_frames_processor showRegex?: string // used by group_library_frames_processor } export type ProcessorFunction = (frame: Frame | null, options: ProcessorOptions) => Frame | null export interface Processor { name: string description: string function: ProcessorFunction optionsSpec: { key: string, name: string, value: { type: 'string', default: string } | { type: 'number', default: number min?: number max?: number sliderMin?: number sliderMax?: number sliderLogarithmic?: boolean } | { type: 'boolean', default: boolean } }[], category: 'normal' | 'advanced' } export const allProcessors: Processor[] = [] /** * Removes `` = {}; for (const child of frame.children.slice()) { if (childrenByIdentifier[child.identifier]) { const aggregateFrame = childrenByIdentifier[child.identifier]; combineFrames(child, aggregateFrame); } else { childrenByIdentifier[child.identifier] = child; } } frame.children.forEach(child => aggregate_repeated_calls(child, options)); frame._children.sort((a, b) => b.time - a.time); return frame; } allProcessors.push({ name: "aggregate_repeated_calls", description: "Converts a timeline into a time-aggregate summary. Adds together calls along the same call stack, so that repeated calls appear as the same frame. Removes time-linearity - frames are sorted according to total time spent.", function: aggregate_repeated_calls, optionsSpec: [], category: 'normal', }) /** * Groups frames that should be hidden into FrameGroup objects, * according to `remove_regex` and `show_regex` in the options dictionary. */ export function group_library_frames_processor(frame: Frame | null, options: ProcessorOptions): Frame | null { if (!frame) { return null; } const hideRegex = options.hideRegex; const showRegex = options.showRegex; function shouldHide(frame: Frame): boolean { const filePath = frame.filePath || ""; const show = showRegex && new RegExp(showRegex).test(filePath); const hide = hideRegex && new RegExp(hideRegex).test(filePath); if (show) { return false; } if (hide) { return true; } return !frame.isApplicationCode } function addFramesToGroup(frame: Frame, group: FrameGroup): void { group.addFrame(frame); frame.children.forEach(child => { if (shouldHide(child)) { addFramesToGroup(child, group); } }); } frame.children.forEach(child => { if (!child.group && shouldHide(child) && child.children.some(shouldHide)) { const group = new FrameGroup(child); addFramesToGroup(child, group); } group_library_frames_processor(child, options); }); return frame; } allProcessors.push({ name: "Group library frames", description: "Groups frames that should be hidden.", function: group_library_frames_processor, optionsSpec: [ { key: "hideRegex", name: "Hide regex", value: { type: "string", default: "" } }, { key: "showRegex", name: "Show regex", value: { type: "string", default: "" } } ], category: 'normal', }) /** * Combines consecutive 'self time' frames. */ export function merge_consecutive_self_time(frame: Frame | null, options: ProcessorOptions, recursive: boolean = true): Frame | null { if (!frame) { return null; } let previousSelfTimeFrame: Frame | null = null; for (const child of frame.children) { if (child.identifier === SELF_TIME_FRAME_IDENTIFIER) { if (previousSelfTimeFrame) { previousSelfTimeFrame.time += child.time; child.removeFromParent(); } else { previousSelfTimeFrame = child; } } else { previousSelfTimeFrame = null; } } if (recursive) { frame.children.forEach(child => merge_consecutive_self_time(child, options, true)); } return frame; } allProcessors.push({ name: "Merge consecutive self time", description: "Combines consecutive 'self time' frames.", function: merge_consecutive_self_time, optionsSpec: [], category: 'advanced', }) /** * Removes unnecessary self-time nodes. */ export function remove_unnecessary_self_time_nodes(frame: Frame | null, options: ProcessorOptions): Frame | null { if (!frame) { return null; } if (frame.children.length === 1 && frame.children[0].identifier === SELF_TIME_FRAME_IDENTIFIER) { deleteFrameFromTree(frame.children[0], { replaceWith: "nothing" }); } frame.children.forEach(child => remove_unnecessary_self_time_nodes(child, options)); return frame; } allProcessors.push({ name: "Remove unnecessary self time nodes", description: "Removes unnecessary self-time nodes.", function: remove_unnecessary_self_time_nodes, optionsSpec: [], category: 'advanced', }) /** * Removes nodes that represent less than a certain percentage of the output. */ export function remove_irrelevant_nodes(frame: Frame | null, options: ProcessorOptions, totalTime: number | null = null): Frame | null { if (!frame) { return null; } if (totalTime === null) { totalTime = frame.time; if (totalTime <= 0) { totalTime = 1e-44; // Prevent divide by zero } } const filterThreshold = options.filterThreshold ?? 0.01; for (const child of frame.children.slice()) { const proportionOfTotal = child.time / totalTime; if (proportionOfTotal < filterThreshold) { deleteFrameFromTree(child, { replaceWith: "nothing" }); } } frame.children.forEach(child => remove_irrelevant_nodes(child, options, totalTime)); return frame; } allProcessors.push({ name: "Remove irrelevant nodes", description: "Removes nodes that represent less than a certain percentage of the output.", function: remove_irrelevant_nodes, optionsSpec: [ { key: "filterThreshold", name: "Filter threshold", value: { type: "number", default: 0.01, min: 0, max: 1, sliderMin: 0.0001, sliderMax: 1 } } ], category: 'normal', }) /** * Removes the initial frames specific to the command line use of pyinstrument. */ export function remove_first_pyinstrument_frames_processor(frame: Frame | null, options: ProcessorOptions): Frame | null { if (!frame) { return null; } const longestFrame = (frames: readonly Frame[]) => maxBy(frames, f => f.time) const isInitialPyinstrumentFrame = (f: Frame) => f.filePath?.includes("pyinstrument/__main__.py") && f.children.length > 0; const isExecFrame = (f: Frame) => f.proportionOfParent > 0.8 && f.filePath?.includes("") && f.children.length > 0; const isRunpyFrame = (f: Frame) => f.proportionOfParent > 0.8 && (new RegExp(".*runpy.py").test(f.filePath ?? '') || f.filePath?.includes("")) && f.children.length > 0; let result = frame; if (!isInitialPyinstrumentFrame(result)) return frame; result = longestFrame(result.children)! if (!isExecFrame(result)) return frame; result = longestFrame(result.children)! if (!isRunpyFrame(result)) return frame; while (isRunpyFrame(result)) { result = longestFrame(result.children)! } result.removeFromParent(); return result; } export function remove_useless_groups_processor(frame: Frame | null, options: ProcessorOptions): Frame | null { if (!frame) { return null; } frame.children.forEach(child => remove_useless_groups_processor(child, options)); // a group with only two frames is meaningless, you still print the root // frame, so you're just collapsing the single child frame with a group, // which is better printed as just a single frame if (frame.group && frame.group.frames.length < 3) { frame.group.removeFrame(frame); } return frame; } allProcessors.push({ name: "Remove first pyinstrument frames", description: "Removes the initial frames specific to the command line use of pyinstrument.", function: remove_first_pyinstrument_frames_processor, optionsSpec: [], category: 'advanced', }) ================================================ FILE: html_renderer/src/lib/settings.ts ================================================ import { persisted } from "svelte-persisted-store" export interface ViewOptionsCallStack { collapseMode: 'non-application'|'disabled'|'custom' collapseCustomHide: string collapseCustomShow: string removeImportlib: boolean removeTracebackHide: boolean removePyinstrument: boolean removeIrrelevant: boolean removeIrrelevantThreshold: number timeFormat: 'absolute'|'proportion' } export function CallStackViewOptionsDefaults(): ViewOptionsCallStack { return { collapseMode: 'non-application', collapseCustomHide: '', collapseCustomShow: '', removeImportlib: true, removeTracebackHide: true, removePyinstrument: true, removeIrrelevant: true, removeIrrelevantThreshold: 0.001, timeFormat: 'absolute', } } export const viewOptionsCallStack = persisted( 'pyinstrument:viewOptionsCallStack', CallStackViewOptionsDefaults(), { syncTabs: true, beforeRead(val) { // fill in any missing values with defaults return { ...CallStackViewOptionsDefaults(), ...val } } } ) export const viewOptions = persisted( 'pyinstrument:viewOptions', {viewMode: 'call-stack' as 'call-stack'|'timeline'}, {syncTabs: false} ) export interface ViewOptionsTimeline { removeImportlib: boolean, removeTracebackHide: boolean, removePyinstrument: boolean, removeIrrelevant: boolean, removeIrrelevantThreshold: number, } export const viewOptionsTimeline = persisted( 'pyinstrument:viewOptionsTimeline', { removeImportlib: true, removeTracebackHide: true, removePyinstrument: true, removeIrrelevant: true, removeIrrelevantThreshold: 0.0001, }, {syncTabs: true} ) ================================================ FILE: html_renderer/src/lib/utils.ts ================================================ export class UnreachableCaseError extends Error { constructor(value: never) { super(`Unreachable case: ${value}`) } } export function sampleGradient(gradient: number[][], location: number) { const index = location * (gradient.length - 1) const lowerIndex = Math.floor(index) const upperIndex = Math.ceil(index) const lowerColor = gradient[lowerIndex] const upperColor = gradient[upperIndex] const ratio = index - lowerIndex return mapRGBColor(ratio, { to: [lowerColor, upperColor] }) } export function clamp(value: number, min: number, max: number): number { if (value === Infinity) { console.warn('clamp: value is Infinity, returning `max`', value); return max; } if (value === -Infinity) { console.warn('clamp: value is -Infinity, returning `min`', value); return min; } if (!Number.isFinite(value)) { console.warn('clamp: value isn\'t finite, returning `min`', value); return min } if (value < min) return min; if (value > max) return max; return value; } export function map(x: number, options: { from?: [number, number], to?: [number, number], clamp?: boolean }): number { const { from = [0, 1], to = [0, 1] } = options; const shouldClamp = options.clamp || false; let result = (x - from[0]) / (from[1] - from[0]) * (to[1] - to[0]) + to[0] if (shouldClamp) { result = clamp(result, Math.min(to[0], to[1]), Math.max(to[0], to[1])); } return result; } export function mapRGBColor(x: number, options: { from?: [number, number], to: [number[], number[]], clamp?: boolean }): string { return `rgb( ${map(x, { from: options.from, to: [options.to[0][0], options.to[1][0]], clamp: options.clamp })}, ${map(x, { from: options.from, to: [options.to[0][1], options.to[1][1]], clamp: options.clamp })}, ${map(x, { from: options.from, to: [options.to[0][2], options.to[1][2]], clamp: options.clamp })} )` } export function mapColor(x: number, options: { from?: [number, number], to: [string, string], clamp?: boolean }): string { return mapRGBColor(x, { from: options.from, to: [parseColor(options.to[0]), parseColor(options.to[1])], clamp: options.clamp }) } /** * @returns A color string in the format "rgb(r, g, b)", where r, g, and b * are integers in the range [0, 255]. */ export function parseColor(input: string) { if (input.substr(0, 1) == "#") { var collen = (input.length - 1) / 3; var fact = [17, 1, 0.062272][collen - 1]; return [ Math.round(parseInt(input.substr(1, collen), 16) * fact), Math.round(parseInt(input.substr(1 + collen, collen), 16) * fact), Math.round(parseInt(input.substr(1 + 2 * collen, collen), 16) * fact) ]; } else return input.split("(")[1].split(")")[0].split(",").map(x => +x); } /** * returns a hash of the string, as an integer with 2^53 possible values. */ export function cyrb53(str: string, seed: number = 0) { let h1 = 0xdeadbeef ^ seed, h2 = 0x41c6ce57 ^ seed; for(let i = 0, ch; i < str.length; i++) { ch = str.charCodeAt(i); h1 = Math.imul(h1 ^ ch, 2654435761); h2 = Math.imul(h2 ^ ch, 1597334677); } h1 = Math.imul(h1 ^ (h1 >>> 16), 2246822507); h1 ^= Math.imul(h2 ^ (h2 >>> 13), 3266489909); h2 = Math.imul(h2 ^ (h2 >>> 16), 2246822507); h2 ^= Math.imul(h1 ^ (h1 >>> 13), 3266489909); return 4294967296 * (2097151 & h2) + (h1 >>> 0); }; export function hash(str: string) { return cyrb53(str, 21) / 2**53; } interface OnClickOutsideOptions { ignore?: (HTMLElement | string)[]; capture?: boolean; } type OnClickOutsideHandler = (evt: MouseEvent) => void; /** * Listen for clicks outside of an element. * * Translated from * https://github.com/vueuse/vueuse/blob/798077d678a2a8cd50cc3c3b85a722befb6087d4/packages/core/onClickOutside/index.ts * License: MIT * https://github.com/vueuse/vueuse/blob/798077d678a2a8cd50cc3c3b85a722befb6087d4/LICENSE * * @param target - The target element to watch for outside clicks. * @param handler - The function to call when a click outside the target is detected. * @param options - Optional configurations. * @returns A cleanup function that removes the event listeners. */ export function onClickOutside( target: HTMLElement, handler: OnClickOutsideHandler, options: OnClickOutsideOptions = {} ) { const { ignore = [], capture = true } = options; const windowObj = window; if (!windowObj) return () => {}; let shouldListen = true; let isProcessingClick = false; const shouldIgnore = (event: MouseEvent) => { return ignore.some((target) => { if (typeof target === "string") { return Array.from(document.querySelectorAll(target)).some( (el) => el === event.target || event.composedPath().includes(el) ); } else { return target && (event.target === target || event.composedPath().includes(target)); } }); }; const listener = (event: MouseEvent) => { if (!target || target === event.target || event.composedPath().includes(target)) return; if (event.detail === 0) shouldListen = !shouldIgnore(event); if (!shouldListen) { shouldListen = true; return; } handler(event); }; const clickListener = (event: MouseEvent) => { if (!isProcessingClick) { isProcessingClick = true; setTimeout(() => { isProcessingClick = false; }, 0); listener(event); } }; const pointerDownListener = (event: PointerEvent) => { shouldListen = !shouldIgnore(event) && !!(target && !event.composedPath().includes(target)); }; windowObj.addEventListener("click", clickListener, { passive: true, capture }); windowObj.addEventListener("pointerdown", pointerDownListener, { passive: true }); const stop = () => { windowObj.removeEventListener("click", clickListener, { capture }); windowObj.removeEventListener("pointerdown", pointerDownListener); }; return stop; } export function escapeForHtml(str: string) { const div = document.createElement('div'); div.appendChild(document.createTextNode(str)); return div.innerHTML; } export function htmlForStringWithWBRAtSlashes(str: string) { let result = escapeForHtml(str); return result.replace(/(\/|\\)/g, s => `${s}`); } export function maxBy(list: readonly T[], keyFunc: (a:T) => number): T|null { if (list.length == 0) return null let maxResult = list[0] let maxResultScore = keyFunc(maxResult) for (const el of list) { const elScore = keyFunc(el) if (elScore > maxResultScore) { maxResult = el maxResultScore = elScore } } return maxResult } /** * Provides 56 bits of randomness as a neat 11-character string. */ export function randomId() { return Math.random().toString(36).substring(2); } ================================================ FILE: html_renderer/src/main.ts ================================================ import './app.css' import App from './App.svelte' import type { SessionData } from './lib/dataTypes' import Session from './lib/model/Session' export default { render(element: HTMLElement, data: SessionData) { const session = new Session(data) return new App({ target: element, props: { session }, }) } } ================================================ FILE: html_renderer/src/types.d.ts ================================================ declare module 'uuid' { export function v4(): string; } ================================================ FILE: html_renderer/src/vite-env.d.ts ================================================ /// /// ================================================ FILE: html_renderer/svelte.config.js ================================================ import { vitePreprocess } from '@sveltejs/vite-plugin-svelte' export default { // Consult https://svelte.dev/docs#compile-time-svelte-preprocess // for more information about preprocessors preprocess: vitePreprocess(), } ================================================ FILE: html_renderer/tsconfig.json ================================================ { "extends": "@tsconfig/svelte/tsconfig.json", "compilerOptions": { "target": "ESNext", "useDefineForClassFields": true, "module": "ESNext", "resolveJsonModule": true, "strict": true, /** * Typecheck JS in `.svelte` and `.js` files by default. * Disable checkJs if you'd like to use dynamic types in JS. * Note that setting allowJs false does not prevent the use * of JS in `.svelte` files. */ "allowJs": true, "checkJs": true, "isolatedModules": true, "moduleDetection": "force" }, "include": [ "src/**/*.d.ts", "src/**/*.ts", "src/**/*.js", "src/**/*.svelte", "demo-src/**/*.d.ts", "demo-src/**/*.ts", "demo-src/**/*.js", "demo-src/**/*.svelte" ], "references": [{ "path": "./tsconfig.node.json" }] } ================================================ FILE: html_renderer/tsconfig.node.json ================================================ { "compilerOptions": { "composite": true, "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.node.tsbuildinfo", "skipLibCheck": true, "module": "ESNext", "moduleResolution": "bundler", "strict": true }, "include": ["vite.config.ts"] } ================================================ FILE: html_renderer/vite.config.ts ================================================ import { defineConfig } from 'vite' import { svelte } from '@sveltejs/vite-plugin-svelte' // https://vitejs.dev/config/ export default defineConfig(env => { if (env.mode === 'preview') { return { plugins: [svelte()], base: './' } } else { return { plugins: [svelte()], build: { assetsInlineLimit: 1e100, cssCodeSplit: false, lib: { entry: 'src/main.ts', name: 'pyinstrumentHTMLRenderer', fileName: 'pyinstrument-html', formats: ['iife'], } } } } }) ================================================ FILE: metrics/count_samples.py ================================================ import time import pyinstrument def do_nothing(): pass def busy_wait(duration: float): start = time.time() while time.time() - start < duration: do_nothing() def count_samples(duration: float, interval: float, use_timing_thread: bool): profiler = pyinstrument.Profiler(interval=interval, use_timing_thread=use_timing_thread) profiler.start() busy_wait(duration) session = profiler.stop() reference = duration / interval sample_count = len(session.frame_records) print(f"Interval: {interval}, use_timing_thread: {use_timing_thread}") print( f"Expected samples: {reference}, actual samples: {sample_count}, {sample_count / reference:.2f}x" ) count_samples(0.1, 0.001, False) count_samples(0.1, 0.001, True) count_samples(0.1, 0.0001, False) count_samples(0.1, 0.0001, True) ================================================ FILE: metrics/frame_info.py ================================================ from __future__ import annotations import inspect from timeit import Timer from types import FrameType from typing import Final from pyinstrument.low_level.stat_profile import get_frame_info frame: Final[FrameType | None] = inspect.currentframe() assert frame def test_func(): get_frame_info(frame) t = Timer(stmt=test_func) test_func_timings = t.repeat(number=400000) print("min time", min(test_func_timings)) print("max time", max(test_func_timings)) print("average time", sum(test_func_timings) / len(test_func_timings)) ================================================ FILE: metrics/interrupt.py ================================================ from platform import platform from pyinstrument import Profiler p = Profiler() p.start() def func(): fd = open("/dev/urandom", "rb") _ = fd.read(1024 * 1024) func() # this failed on ubuntu 12.04 platform() p.stop() print(p.output_text()) p.write_html("ioerror_out.html") ================================================ FILE: metrics/multi_overhead.py ================================================ import cProfile import profile import re import sys import time from timeit import Timer import django.conf import django.template.loader import pyinstrument django.conf.settings.configure( INSTALLED_APPS=(), TEMPLATES=[ { "BACKEND": "django.template.backends.django.DjangoTemplates", "DIRS": [ "./examples/django_example/django_example/templates", ], } ], ) django.setup() def test_func_re(): re.compile( r"[a-z0-9!#$%&'*+/=?^_`{|}~-]+(?:\.[a-z0-9!#$%&'*+/=?^_`{|}~-]+)*@(?:[a-z0-9](?:[a-z0-9-]*[a-z0-9])?\.)+[a-z0-9](?:[a-z0-9-]*[a-z0-9])?" ) def test_func_template(): django.template.loader.render_to_string("template.html") # heat caches test_func_template() def time_base(function, repeats): timer = Timer(stmt=function) return timer.repeat(number=repeats) def time_profile(function, repeats): timer = Timer(stmt=function) p = profile.Profile() return p.runcall(lambda: timer.repeat(number=repeats)) def time_cProfile(function, repeats): timer = Timer(stmt=function) p = cProfile.Profile() return p.runcall(lambda: timer.repeat(number=repeats)) def time_pyinstrument(function, repeats): timer = Timer(stmt=function) p = pyinstrument.Profiler() p.start() result = timer.repeat(number=repeats) p.stop() return result profilers = ( ("Base", time_base), # ('profile', time_profile), ("cProfile", time_cProfile), ("pyinstrument", time_pyinstrument), ) tests = ( ("re.compile", test_func_re, 120000), ("django template render", test_func_template, 400), ) def timings_for_test(test_func, repeats): results = [] for profiler_tuple in profilers: time = profiler_tuple[1](test_func, repeats) results += (profiler_tuple[0], min(time)) return results # print header for column in [""] + [test[0] for test in tests]: sys.stdout.write(f"{column:>24}") sys.stdout.write("\n") for profiler_tuple in profilers: sys.stdout.write(f"{profiler_tuple[0]:>24}") sys.stdout.flush() for test_tuple in tests: time = min(profiler_tuple[1](test_tuple[1], test_tuple[2])) * 10 sys.stdout.write(f"{time:>24.2f}") sys.stdout.flush() sys.stdout.write("\n") ================================================ FILE: metrics/overflow.py ================================================ from pyinstrument import Profiler p = Profiler() p.start() def func(num): if num == 0: return b = 0 for x in range(1, 100000): b += x return func(num - 1) func(900) p.stop() print(p.output_text()) p.write_html("overflow_out.html") ================================================ FILE: metrics/overhead.py ================================================ import cProfile import profile from timeit import Timer import django.conf import django.template.loader import pyinstrument django.conf.settings.configure( INSTALLED_APPS=(), TEMPLATES=[ { "BACKEND": "django.template.backends.django.DjangoTemplates", "DIRS": [ "./examples/demo_scripts/django_example/django_example/templates", ], } ], ) django.setup() def test_func_template(): django.template.loader.render_to_string("template.html") t = Timer(stmt=test_func_template) test_func = lambda: t.repeat(number=4000) # base base_timings = test_func() # # profile # p = profile.Profile() # profile_timings = p.runcall(lambda: test_func()) # cProfile cp = cProfile.Profile() cProfile_timings = cp.runcall(test_func) # pyinstrument profiler = pyinstrument.Profiler() profiler.start() pyinstrument_timings = test_func() profiler.stop() # pyinstrument timeline # profiler = pyinstrument.Profiler(timeline=True) # profiler.start() # pyinstrument_timeline_timings = test_func() # profiler.stop() profiler.write_html("out.html") print(profiler.output_text(unicode=True, color=True)) graph_data = ( ("Base timings", min(base_timings)), # ('profile', min(profile_timings)), ("cProfile", min(cProfile_timings)), ("pyinstrument", min(pyinstrument_timings)), # ('pyinstrument timeline', min(pyinstrument_timeline_timings)), ) GRAPH_WIDTH = 60 print("Profiler overhead") print("–" * (GRAPH_WIDTH + 17)) max_time = max([t[1] for t in graph_data]) for name, time in graph_data: chars = int((time / max_time) * GRAPH_WIDTH) spaces = GRAPH_WIDTH - chars print(f'{name:15} {"█" * chars}{" " * spaces} {time:.3f}s') print() ================================================ FILE: noxfile.py ================================================ import os import nox nox.needs_version = ">=2024.4.15" nox.options.default_venv_backend = "uv|virtualenv" @nox.session(python=["3.8", "3.9", "3.10", "3.11", "3.12", "3.13"]) def test(session): session.env["UV_PRERELEASE"] = "allow" session.install("-e", ".[test]", "setuptools") session.run("python", "setup.py", "build_ext", "--inplace") session.run("pytest") @nox.session() def docs(session): session.env["UV_PRERELEASE"] = "allow" session.install("-e", ".[docs]") session.run("make", "-C", "docs", "clean", "html") @nox.session(default=False) def livedocs(session): session.env["UV_PRERELEASE"] = "allow" session.install("-e", ".[docs]") session.run("make", "-C", "docs", "clean", "livehtml") @nox.session(default=False, python=False) def htmldev(session): with session.chdir("html_renderer"): session.run("npm", "install") session.run("npm", "run", "dev") @nox.session(default=False, python=False) def watchbuild(session): # this doesn't use nox's environment isolation, because we want to build # the python version of the activated venv # we pass --force because the build_ext command doesn't rebuild if the # headers change session.run("python", "setup.py", "build_ext", "--inplace", "--force") session.run( "pipx", "run", "--spec", "watchdog", "watchmedo", "shell-command", "--patterns=*.h;*.c;setup.py;setup.cfg", "--recursive", "--command=python setup.py build_ext --inplace --force", "pyinstrument", ) @nox.session(python=False, default=False) def watch(session): session.run( "npx", "concurrently", "--kill-others", "--names", "bext,html,docs", "--prefix-colors", "bgBlue,bgGreen,bgMagenta", "nox -s watchbuild", "nox -s htmldev", "nox -s livedocs", ) ================================================ FILE: pyinstrument/__init__.py ================================================ import warnings from pyinstrument.context_manager import profile from pyinstrument.profiler import Profiler __all__ = ["__version__", "Profiler", "load_ipython_extension", "profile"] __version__ = "5.1.2" # enable deprecation warnings warnings.filterwarnings("once", ".*", DeprecationWarning, r"pyinstrument\..*") def load_ipython_extension(ipython): """ This function is called by IPython to load the pyinstrument IPython extension, which is done with the magic command `%load_ext pyinstrument`. """ from pyinstrument.magic import PyinstrumentMagic ipython.register_magics(PyinstrumentMagic) ================================================ FILE: pyinstrument/__main__.py ================================================ from __future__ import annotations import fnmatch import glob import json import optparse import os import runpy import shutil import sys import time from typing import Any, List, TextIO, cast import pyinstrument from pyinstrument import Profiler, renderers from pyinstrument.session import Session from pyinstrument.util import ( file_is_a_tty, file_supports_color, file_supports_unicode, object_with_import_path, ) from pyinstrument.vendor import appdirs, keypath # pyright: strict # pyright: reportUnknownMemberType=false def main(): usage = "usage: pyinstrument [options] scriptfile [arg] ..." version_string = "pyinstrument {v}, on Python {pyv[0]}.{pyv[1]}.{pyv[2]}".format( v=pyinstrument.__version__, pyv=sys.version_info, ) parser: Any = optparse.OptionParser(usage=usage, version=version_string) parser.allow_interspersed_args = False def store_and_consume_remaining( option: optparse.Option, opt: str, value: str, parser: optparse.OptionParser ): """ A callback for optparse that stores the value and consumes all remaining arguments, storing them in the same variable as a tuple. """ # assert a few things we know to be true about the parser assert option.dest assert parser.rargs is not None assert parser.largs is not None # everything after this argument should be consumed remaining_arguments = parser.rargs + parser.largs parser.rargs[:] = [] parser.largs[:] = [] setattr(parser.values, option.dest, ValueWithRemainingArgs(value, remaining_arguments)) parser.add_option( "--load", dest="load", action="store", metavar="FILENAME", help="instead of running a script, load a profile session from a pyisession file", ) parser.add_option( "", "--load-prev", dest="load_prev", action="store", metavar="IDENTIFIER", help="instead of running a script, load a previous profile session as specified by an identifier", ) parser.add_option( "-m", "", dest="module", action="callback", callback=store_and_consume_remaining, type="string", help="run library module as a script, like 'python -m module'", ) parser.add_option( "-c", "", dest="program", action="callback", callback=store_and_consume_remaining, type="string", help="program passed in as string, like 'python -c \"...\"'", ) parser.add_option( "", "--from-path", dest="from_path", action="store_true", help="(POSIX only) instead of the working directory, look for scriptfile in the PATH environment variable", ) parser.add_option( "-o", "--outfile", dest="outfile", action="store", help="save to ", default=None ) parser.add_option( "-r", "--renderer", dest="renderer", action="store", type="string", help=( "how the report should be rendered. One of: 'text', 'html', 'json', 'speedscope', " "'pyisession', 'pstats', or python import path to a renderer class. Defaults to " "the appropriate format for the extension if OUTFILE is given, otherwise, defaults " "to 'text'." ), default=None, ) parser.add_option( "-p", "--render-option", dest="render_options", action="append", metavar="RENDER_OPTION", type="string", help=( "options to pass to the renderer, in the format 'flag_name' or 'option_name=option_value'. " "For example, to set the option 'time', pass '-p time=percent_of_total'. To pass multiple " "options, use the -p option multiple times. You can set processor options using dot-syntax, " "like '-p processor_options.filter_threshold=0'. option_value is parsed as a JSON value or " "a string." ), ) parser.add_option( "", "--html", dest="output_html", action="store_true", help=optparse.SUPPRESS_HELP, default=False, ) # deprecated shortcut for --renderer=html parser.add_option( "-t", "--timeline", dest="timeline", action="store_true", default=False, help="render as a timeline - preserve ordering and don't condense repeated calls", ) parser.add_option( "", "--target-description", dest="target_description", action="store", type="string", default="Program: {args}", help=( "description text to display in the report. The placeholder '{args}' may be used " "to include the CLI arguments passed to the target script, including " "the script name. Default: 'Program: {args}'" ), ) parser.add_option( "", "--hide", dest="hide_fnmatch", action="store", metavar="EXPR", help=( "glob-style pattern matching the file paths whose frames to hide. Defaults to " "hiding non-application code" ), ) parser.add_option( "", "--hide-regex", dest="hide_regex", action="store", metavar="REGEX", help=( "regex matching the file paths whose frames to hide. Useful if --hide doesn't give " "enough control." ), ) parser.add_option( "", "--show", dest="show_fnmatch", action="store", metavar="EXPR", help=( "glob-style pattern matching the file paths whose frames to " "show, regardless of --hide or --hide-regex. For example, use " "--show '*//*' to show frames within a library that " "would otherwise be hidden." ), ) parser.add_option( "", "--show-regex", dest="show_regex", action="store", metavar="REGEX", help=( "regex matching the file paths whose frames to always show. " "Useful if --show doesn't give enough control." ), ) parser.add_option( "", "--show-all", dest="show_all", action="store_true", help="show everything", default=False, ) parser.add_option( "", "--unicode", dest="unicode", action="store_true", help="(text renderer only) force unicode text output", ) parser.add_option( "", "--no-unicode", dest="unicode", action="store_false", help="(text renderer only) force ascii text output", ) parser.add_option( "", "--color", dest="color", action="store_true", help="(text renderer only) force ansi color text output", ) parser.add_option( "", "--no-color", dest="color", action="store_false", help="(text renderer only) force no color text output", ) parser.add_option( "-i", "--interval", action="store", type=float, help=( "Minimum time, in seconds, between each stack sample. Smaller values " "allow resolving shorter duration function calls but incur a " "greater runtime and memory consumption overhead. For longer running " "scripts, setting a larger interval reduces the memory consumption " "required to store the stack samples." ), default=0.001, ) parser.add_option( "", "--use-timing-thread", dest="use_timing_thread", action="store_true", help=( "Use a separate thread to time the interval between stack samples. " "This can reduce the overhead of sampling on some systems." ), ) # parse the options if not sys.argv[1:]: parser.print_help() sys.exit(2) options, args = parser.parse_args() # type: ignore # make command line options type-checked options = cast(CommandLineOptions, options) # work around a type checking bug... args = cast(List[str], args) # type: ignore session_options_used = [ options.load is not None, options.load_prev is not None, options.module is not None, options.program is not None, len(args) > 0, ] if session_options_used.count(True) == 0: parser.print_help() sys.exit(2) if session_options_used.count(True) > 1: parser.error("You can only specify one of --load, --load-prev, -m, or script arguments") if options.module is not None and options.from_path: parser.error("The options -m and --from-path are mutually exclusive.") if options.from_path and sys.platform == "win32": parser.error("--from-path is not supported on Windows") renderer_class = get_renderer_class(options) # open the output file if options.outfile: f = open( options.outfile, "w", encoding="utf-8", errors="surrogateescape", newline="" if renderer_class.output_is_binary else None, ) should_close_f_after_writing = True else: f = sys.stdout should_close_f_after_writing = False inner_exception = None # create the renderer try: renderer = create_renderer(renderer_class, options, output_file=f) except OptionsParseError as e: parser.error(e.args[0]) exit(1) if renderer.output_is_binary and not options.outfile and file_is_a_tty(f): parser.error( "Can't write binary output to a terminal. Redirect to a file or use --outfile." ) exit(1) # get the session - execute code or load from disk if options.load_prev: session = load_report_from_temp_storage(options.load_prev) elif options.load: session = Session.load(options.load) else: # we are running some code if options.module is not None: if not (sys.path[0] and os.path.samefile(sys.path[0], ".")): # when called with '-m', search the cwd for that module sys.path[0] = os.path.abspath(".") argv = [options.module.value] + options.module.remaining_args code = "run_module(modname, run_name='__main__', alter_sys=True)" globs = {"run_module": runpy.run_module, "modname": options.module.value} elif options.program is not None: argv = ["-c", *options.program.remaining_args] code = options.program.value globs = {"__name__": "__main__"} # set the first path entry to '' to match behaviour of python -c sys.path[0] = "" else: argv = args if options.from_path: progname = shutil.which(args[0]) if progname is None: sys.exit(f"Error: program {args[0]} not found in PATH!") else: progname = args[0] if not os.path.exists(progname): sys.exit(f"Error: program {args[0]} not found!") # Make sure we overwrite the first entry of sys.path ('.') with directory of the program. sys.path[0] = os.path.dirname(progname) code = "run_path(progname, run_name='__main__')" globs = {"run_path": runpy.run_path, "progname": progname} old_argv = sys.argv.copy() # there is no point using async mode for command line invocation, # because it will always be capturing the whole program, we never want # any execution to be , and it avoids duplicate # profiler errors. profiler = Profiler( interval=options.interval, async_mode="disabled", use_timing_thread=options.use_timing_thread, ) try: target_description = options.target_description.format(args=" ".join(argv)) except KeyError as e: parser.error(f"Unknown placeholder {e.args[0]!r} in --target-description") # explicitly add exit() so that pyright doesn't complain, even # though parser.error already exits with error code 2 exit(2) except IndexError as e: parser.error(f"Empty placeholder in --target-description") exit(2) profiler.start(target_description=target_description) try: sys.argv[:] = argv exec(code, globs, None) except (SystemExit, KeyboardInterrupt) as e: inner_exception = e finally: sys.argv[:] = old_argv session = profiler.stop() if isinstance(renderer, renderers.HTMLRenderer) and not options.outfile and file_is_a_tty(f): # don't write HTML to a TTY, open in browser instead output_filename = renderer.open_in_browser(session) print("stdout is a terminal, so saved profile output to %s" % output_filename) else: f.write(renderer.render(session)) if should_close_f_after_writing: f.close() if isinstance(renderer, renderers.ConsoleRenderer) and not options.outfile: _, report_identifier = save_report_to_temp_storage(session) print("To view this report with different options, run:") print(" pyinstrument --load-prev %s [options]" % report_identifier) print("") if inner_exception: # If the script raised an exception, re-raise it now to resume # the normal Python exception handling (printing the traceback, etc.) raise inner_exception class OptionsParseError(Exception): pass def compute_render_options( options: CommandLineOptions, renderer_class: type[renderers.Renderer], unicode_support: bool, color_support: bool, ) -> dict[str, Any]: """ Given a list of `CommandLineOptions`, compute the rendering options for the given renderer. Raises an `OptionsParseError` if there is an error parsing the options. unicode_support: indicate whether the expected output supports unicode color_support: indicate whether the expected output supports color Both of these will be used to determine the default of outputting unicode or color, but can be overridden with `options.color` and `option.unicode`. """ # parse show/hide options if options.hide_fnmatch is not None and options.hide_regex is not None: raise OptionsParseError("You can‘t specify both --hide and --hide-regex") hide_regex: str | None show_regex: str | None if options.hide_fnmatch is not None: hide_regex = fnmatch.translate(options.hide_fnmatch) else: hide_regex = options.hide_regex show_options_used = [ options.show_fnmatch is not None, options.show_regex is not None, options.show_all, ] if show_options_used.count(True) > 1: raise OptionsParseError("You can only specify one of --show, --show-regex and --show-all") if options.show_fnmatch is not None: show_regex = fnmatch.translate(options.show_fnmatch) elif options.show_all: show_regex = r".*" else: show_regex = options.show_regex render_options: dict[str, Any] = {} if issubclass(renderer_class, renderers.FrameRenderer): render_options["processor_options"] = { "hide_regex": hide_regex, "show_regex": show_regex, } if issubclass(renderer_class, renderers.ConsoleRenderer): unicode_override = options.unicode is not None color_override = options.color is not None unicode: Any = options.unicode if unicode_override else unicode_support color: Any = options.color if color_override else color_support render_options.update({"unicode": unicode, "color": color}) if options.timeline: render_options["timeline"] = True if options.show_all: render_options["show_all"] = True # apply user options if options.render_options is not None: for renderer_option in options.render_options: key, sep, value = renderer_option.partition("=") if sep == "": # we're setting a flag, like `-p unicode` keypath.set_value_at_keypath(render_options, key, True) else: # it's a key=value structure try: # try parsing as a JSON value parsed_value = json.loads(value) except json.JSONDecodeError: # otherwise treat it as a string parsed_value = value keypath.set_value_at_keypath(render_options, key, parsed_value) return render_options def create_renderer( renderer_class: type[renderers.Renderer], options: CommandLineOptions, output_file: TextIO ) -> renderers.Renderer: render_options = compute_render_options( options, renderer_class=renderer_class, unicode_support=file_supports_unicode(output_file), color_support=file_supports_color(output_file), ) try: return renderer_class(**render_options) except (TypeError, renderers.Renderer.MisconfigurationError) as err: # TypeError is probably a bad renderer option, so we produce a nicer error message raise OptionsParseError( f"Failed to create {renderer_class.__name__}. Check your renderer options.\n {err}\n" ) def get_renderer_class(options: CommandLineOptions) -> type[renderers.Renderer]: renderer = options.renderer if options.output_html: renderer = "html" if renderer is None and options.outfile: renderer = guess_renderer_from_outfile(options.outfile) if renderer is None: renderer = "text" if renderer == "text": return renderers.ConsoleRenderer elif renderer == "html": return renderers.HTMLRenderer elif renderer == "json": return renderers.JSONRenderer elif renderer == "speedscope": return renderers.SpeedscopeRenderer elif renderer == "pyisession" or renderer == "session": # session is the old name return renderers.SessionRenderer elif renderer == "pstats": return renderers.PstatsRenderer else: try: return object_with_import_path(renderer) except (ValueError, ModuleNotFoundError, AttributeError) as err: # ValueError means we failed to import this object raise OptionsParseError( f"Failed to find renderer with name {renderer!r}.\n" "Options are text, html, json, speedscope, pstats or a Python\n" "import path to a Renderer class.\n" "\n" f"Underlying error: {err}\n" ) def guess_renderer_from_outfile(outfile: str) -> str | None: # ignore case of outfile outfile = outfile.lower() _, ext = os.path.splitext(outfile) if ext == ".txt": return "text" elif ext in [".html", ".htm"]: return "html" elif outfile.endswith(".speedscope.json"): return "speedscope" elif ext == ".json": return "json" elif ext == ".pyisession": return "session" elif ext == ".pstats": return "pstats" else: return None def report_dir() -> str: data_dir = appdirs.user_data_dir("pyinstrument", "com.github.joerick") # type: ignore report_dir = os.path.join(data_dir, "reports") if not os.path.exists(report_dir): os.makedirs(report_dir) return report_dir def load_report_from_temp_storage(identifier: str) -> Session: """ Returns the session referred to by identifier """ path = os.path.join(report_dir(), identifier + ".pyisession") try: return Session.load(path) except FileNotFoundError: sys.exit(f"pyinstrument: Couldn't find a profile with identifier {identifier}") def save_report_to_temp_storage(session: Session): """ Saves the session to a temp file, and returns that path. Also prunes the number of reports to 10 so there aren't loads building up. """ # prune this folder to contain the last 10 sessions previous_reports = glob.glob(os.path.join(report_dir(), "*.pyisession")) previous_reports.sort(reverse=True) while len(previous_reports) > 10: report_file = previous_reports.pop() os.remove(report_file) identifier = time.strftime("%Y-%m-%dT%H-%M-%S", time.localtime(session.start_time)) path = os.path.join(report_dir(), identifier + ".pyisession") session.save(path) return path, identifier class CommandLineOptions: """ A type that codifies the `options` variable. """ module: ValueWithRemainingArgs | None program: ValueWithRemainingArgs | None load: str | None load_prev: str | None from_path: str | None hide_fnmatch: str | None show_fnmatch: str | None hide_regex: str | None show_regex: str | None show_all: bool output_html: bool outfile: str | None render_options: list[str] | None target_description: str unicode: bool | None color: bool | None renderer: str | None timeline: bool interval: float use_timing_thread: bool | None class ValueWithRemainingArgs: def __init__(self, value: str, remaining_args: list[str]): self.value = value self.remaining_args = remaining_args if __name__ == "__main__": main() ================================================ FILE: pyinstrument/context_manager.py ================================================ from __future__ import annotations import functools import inspect import sys import typing from pyinstrument.profiler import AsyncMode, Profiler from pyinstrument.renderers.base import Renderer from pyinstrument.renderers.console import ConsoleRenderer from pyinstrument.typing import Unpack from pyinstrument.util import file_supports_color, file_supports_unicode CallableVar = typing.TypeVar("CallableVar", bound=typing.Callable) class ProfileContextOptions(typing.TypedDict, total=False): interval: float async_mode: AsyncMode use_timing_thread: bool | None renderer: Renderer | None target_description: str | None class ProfileContext: options: ProfileContextOptions def __init__( self, **kwargs: Unpack[ProfileContextOptions], ): profiler_options = { "interval": kwargs.get("interval", 0.001), # note- different async mode from the default, because it's easy # to run multiple profilers at once using the decorator/context # manager "async_mode": kwargs.get("async_mode", "disabled"), "use_timing_thread": kwargs.get("use_timing_thread", None), } self.profiler = Profiler(**profiler_options) self.options = kwargs @typing.overload def __call__(self, func: CallableVar, /) -> CallableVar: ... @typing.overload def __call__(self, /, **kwargs: Unpack[ProfileContextOptions]) -> "ProfileContext": ... def __call__( self, func: typing.Callable | None = None, /, **kwargs: Unpack[ProfileContextOptions] ): if func is not None: @functools.wraps(func) def wrapper(*args, **kwargs): target_description = self.options.get("target_description") if target_description is None: target_description = f"Function {func.__qualname__} at {func.__code__.co_filename}:{func.__code__.co_firstlineno}" with self(target_description=target_description): return func(*args, **kwargs) return typing.cast(typing.Callable, wrapper) else: return ProfileContext(**{**self.options, **kwargs}) def __enter__(self): if self.profiler.is_running: raise RuntimeError( "This profiler is already running - did you forget the brackets on pyinstrument.profile() ?" ) caller_frame = inspect.currentframe().f_back # type: ignore assert caller_frame is not None target_description = self.options.get("target_description") if target_description is None: target_description = "Block at {}:{}".format( caller_frame.f_code.co_filename, caller_frame.f_lineno ) self.profiler.start( caller_frame=caller_frame, target_description=target_description, ) def __exit__(self, exc_type, exc_value, traceback): session = self.profiler.stop() renderer = self.options.get("renderer") f = sys.stderr if renderer is None: renderer = ConsoleRenderer( color=file_supports_color(f), unicode=file_supports_unicode(f), short_mode=True, ) f.write(renderer.render(session)) class _Profile: @typing.overload def __call__(self, func: CallableVar, /) -> CallableVar: ... @typing.overload def __call__(self, /, **kwargs: Unpack[ProfileContextOptions]) -> "ProfileContext": ... def __call__( self, func: typing.Callable | None = None, /, **kwargs: Unpack[ProfileContextOptions] ): if func is not None: return ProfileContext(**kwargs)(func) else: return ProfileContext(**kwargs) profile = _Profile() ================================================ FILE: pyinstrument/frame.py ================================================ from __future__ import annotations import json import math import typing import uuid from typing import Callable, Sequence from pyinstrument.frame_info import ( ATTRIBUTE_MARKER_CLASS_NAME, ATTRIBUTE_MARKER_TRACEBACKHIDE, frame_info_get_identifier, parse_frame_info, ) # pyright: strict # the 'synthetic' frames these identifiers represent don't reflect real Python # frames AWAIT_FRAME_IDENTIFIER = "[await]" SELF_TIME_FRAME_IDENTIFIER = "[self]" OUT_OF_CONTEXT_FRAME_IDENTIFIER = "[out-of-context]" DUMMY_ROOT_FRAME_IDENTIFIER = "[root]" SYNTHETIC_FRAME_IDENTIFIERS = frozenset( [ AWAIT_FRAME_IDENTIFIER, SELF_TIME_FRAME_IDENTIFIER, OUT_OF_CONTEXT_FRAME_IDENTIFIER, DUMMY_ROOT_FRAME_IDENTIFIER, ] ) # these identifiers can have no children - correspondingly, they can have time # that is not the sum of their children's time SYNTHETIC_LEAF_IDENTIFIERS = frozenset( [ AWAIT_FRAME_IDENTIFIER, SELF_TIME_FRAME_IDENTIFIER, OUT_OF_CONTEXT_FRAME_IDENTIFIER, ] ) class FrameContext(typing.Protocol): def shorten_path(self, path: str) -> str: ... @property def sys_prefixes(self) -> Sequence[str]: ... class Frame: """ Object that represents a stack frame in the parsed tree """ parent: Frame | None group: FrameGroup | None time: float # the session this frame belongs to _context: FrameContext | None # tracks the time from frames that were deleted during processing absorbed_time: float attributes: dict[str, float] def __init__( self, identifier_or_frame_info: str = "", children: Sequence[Frame] | None = None, time: float = 0, context: FrameContext | None = None, ): identifier = frame_info_get_identifier(identifier_or_frame_info) self.identifier = identifier self.parent = None self.time = 0.0 self.group = None self.absorbed_time = 0.0 self._context = context self._identifier_parts = identifier.split("\x00") self.attributes = {} self._children = [] self.record_time_from_frame_info(frame_info=identifier_or_frame_info, time=time) if children: for child in children: self.add_child(child) def record_time_from_frame_info(self, frame_info: str, time: float): self.time += time _, attributes_list = parse_frame_info(frame_info) for attribute in attributes_list: try: self.attributes[attribute] += time except KeyError: self.attributes[attribute] = time def remove_from_parent(self): """ Removes this frame from its parent, and nulls the parent link """ if self.parent: self.parent._children.remove(self) self.parent = None @property def context(self): if not self._context: raise RuntimeError("Frame has no context") return self._context def set_context(self, context: FrameContext | None): self._context = context for child in self._children: child.set_context(context) @staticmethod def new_subclass_with_frame_info(frame_info: str) -> Frame: # TODO remove me return Frame(identifier_or_frame_info=frame_info) @property def proportion_of_parent(self) -> float: if self.parent: try: return self.time / self.parent.time except ZeroDivisionError: return float("nan") else: return 1.0 @property def total_self_time(self) -> float: """ The total amount of self time in this frame (including self time recorded by SelfTimeFrame children, and await time from AwaitTimeFrame children) """ # self time is time in this frame, minus time in children self_time = self.time real_children = [c for c in self.children if not c.is_synthetic] for child in real_children: self_time -= child.time return self_time @property def function(self) -> str: return self._identifier_parts[0] @property def file_path(self) -> str | None: if len(self._identifier_parts) > 1: return self._identifier_parts[1] @property def line_no(self) -> int | None: if len(self._identifier_parts) > 2: return int(self._identifier_parts[2]) @property def file_path_short(self) -> str | None: """Return the path resolved against the closest entry in sys.path""" if self.is_synthetic and self.parent: return self.parent.file_path_short if not self.file_path: return None return self.context.shorten_path(self.file_path) @property def is_application_code(self) -> bool: if self.is_synthetic: return False file_path = self.file_path if not file_path: return False if any(file_path.startswith(p) for p in self.context.sys_prefixes): # lives in python install dir or virtualenv return False if file_path.startswith("<"): if file_path.startswith("" or file_path == "": # eval/exec is app code if started by a parent frame that is # app code if self.parent: return self.parent.is_application_code else: # if this is the root frame, it must have been started # with -c, so it's app code return True else: # otherwise, this is probably some library-internal code gen return False return True def code_position_short(self) -> str | None: file_path_short = self.file_path_short if file_path_short and self.line_no: return "%s:%i" % (file_path_short, self.line_no) return file_path_short _children: list[Frame] attributes: dict[str, float] def add_child(self, frame: Frame, after: Frame | None = None): """ Adds a child frame, updating the parent link. Optionally, insert the frame in a specific position by passing the frame to insert this one after. """ if self.identifier in SYNTHETIC_LEAF_IDENTIFIERS: raise ValueError("Cannot add children to a leaf-only frame") frame.remove_from_parent() frame.parent = self frame.set_context(self._context) if after is None: self._children.append(frame) else: index = self._children.index(after) + 1 self._children.insert(index, frame) def add_children(self, frames: Sequence[Frame], after: Frame | None = None): """ Convenience method to add multiple frames at once. """ if after is not None: # if there's an 'after' parameter, add the frames in reverse so the order is # preserved. for frame in reversed(frames): self.add_child(frame, after=after) else: for frame in frames: self.add_child(frame) @property def is_synthetic(self) -> bool: return self.identifier in SYNTHETIC_FRAME_IDENTIFIERS @property def is_synthetic_leaf(self) -> bool: return self.identifier in SYNTHETIC_LEAF_IDENTIFIERS @property def children(self) -> Sequence[Frame]: # Return an immutable copy (this property should only be mutated using methods) # Also, returning a copy avoid problems when mutating while iterating, which happens a lot # in processors! return tuple(self._children) def await_time(self) -> float: # i'd rather this was a property, but properties use twice as many stack frames await_time = 0 if self.identifier == AWAIT_FRAME_IDENTIFIER: await_time += self.time for child in self.children: await_time += child.await_time() return await_time def get_attribute_value(self, attribute_marker: str) -> str | None: """ Returns the value of the attribute. If multiple values are present, the most commonly observed one is returned. """ # Attributes are recorded as a dict, with the key representing an # observation, and the value representing the duration that it was # observed. the first character of the observation is the 'marker' - # the type of the attribute, the rest is data. matching_attributes = [ a_tuple for a_tuple in self.attributes.items() if a_tuple[0].startswith(attribute_marker) ] if len(matching_attributes) == 0: return None top_attribute, _ = max(matching_attributes, key=lambda a: a[1]) # strip off the marker, return the data return top_attribute[1:] @property def class_name(self) -> str | None: return self.get_attribute_value(ATTRIBUTE_MARKER_CLASS_NAME) @property def has_tracebackhide(self) -> bool: """ Returns whether this frame has a `__tracebackhide__` variable. """ return self.get_attribute_value(ATTRIBUTE_MARKER_TRACEBACKHIDE) == "1" def self_check(self, recursive: bool = True) -> None: """ Checks that the frame is valid. """ if self.identifier in SYNTHETIC_LEAF_IDENTIFIERS: assert len(self._children) == 0 # leaf frames have time that isn't attributable to their # children, so we don't check that. return calculated_time = sum(child.time for child in self.children) + self.absorbed_time assert math.isclose( calculated_time, self.time ), f"Frame time mismatch, should be {calculated_time}, was {self.time}, {self.children}" if recursive: for child in self.children: child.self_check(recursive=True) def __repr__(self): return "Frame(identifier=%s, time=%f, len(children)=%d), group=%r" % ( self.identifier, self.time, len(self.children), self.group, ) def to_json_str(self): # method that converts this object into a JSON string. Uses an inline # technique because the json module uses 2x stack frames, so we'd get # a RecursionError on deep stacks. encode_str = typing.cast(Callable[[str], str], json.encoder.encode_basestring) # type: ignore property_decls: list[str] = [] property_decls.append('"identifier": %s' % encode_str(self.identifier)) property_decls.append('"time": %f' % self.time) property_decls.append('"attributes": %s' % json.dumps(self.attributes)) child_jsons: list[str] = [] for child in self.children: child_jsons.append(child.to_json_str()) property_decls.append('"children": [%s]' % ",".join(child_jsons)) return "{%s}" % ",".join(property_decls) class FrameGroup: _frames: list[Frame] _exit_frames: list[Frame] | None def __init__(self, root: Frame): self.root = root self.id = str(uuid.uuid4()) self._frames = [] self._exit_frames = None self.add_frame(root) @property def frames(self) -> Sequence[Frame]: return tuple(self._frames) def add_frame(self, frame: Frame): if frame.group: frame.group.remove_frame(frame) self._frames.append(frame) frame.group = self def remove_frame(self, frame: Frame): assert frame.group is self self._frames.remove(frame) frame.group = None @property def exit_frames(self): """ Returns a list of frames whose children include a frame outside of the group """ if self._exit_frames is None: exit_frames: list[Frame] = [] for frame in self.frames: if any(c.group != self for c in frame.children): exit_frames.append(frame) self._exit_frames = exit_frames return self._exit_frames def __repr__(self): return "FrameGroup(len(frames)=%d)" % len(self.frames) ================================================ FILE: pyinstrument/frame_info.py ================================================ from typing import List, Tuple # pyright: strict IDENTIFIER_SEP = "\x00" ATTRIBUTES_SEP = "\x01" ATTRIBUTE_MARKER_CLASS_NAME = "c" ATTRIBUTE_MARKER_LINE_NUMBER = "l" ATTRIBUTE_MARKER_TRACEBACKHIDE = "h" def parse_frame_info(frame_info: str) -> Tuple[str, List[str]]: """ Parses a frame_info string, returns a tuple of (identifier, attributes), where `identifier` is a unique identifier for this code (e.g. a function or method), and `attributes` is a list of invocation-specific attributes that were captured at profile-time. """ identifier, _, attributes_str = frame_info.partition(ATTRIBUTES_SEP) if not attributes_str: return identifier, [] return identifier, attributes_str.split(ATTRIBUTES_SEP) def frame_info_get_identifier(frame_info: str) -> str: """ Equivalent to `parse_frame_info(frame_info)[0]`, but faster. """ index = frame_info.find(ATTRIBUTES_SEP) if index == -1: # no attributes return frame_info return frame_info[0:index] ================================================ FILE: pyinstrument/frame_ops.py ================================================ from __future__ import annotations from typing import List, Sequence, Tuple from pyinstrument.frame import ( DUMMY_ROOT_FRAME_IDENTIFIER, SELF_TIME_FRAME_IDENTIFIER, Frame, FrameContext, ) from pyinstrument.frame_info import frame_info_get_identifier from pyinstrument.typing import LiteralStr, assert_never # pyright: strict FrameRecordType = Tuple[List[str], float] class IdentifierDoesntMatchException(ValueError): pass def build_frame_tree( frame_records: Sequence[FrameRecordType], context: FrameContext ) -> Frame | None: if len(frame_records) == 0: return None root_frame = Frame(identifier_or_frame_info=DUMMY_ROOT_FRAME_IDENTIFIER, context=context) # put the root frame at the bottom of the stack frame_stack: list[Frame] = [root_frame] for frame_info_stack, time in frame_records: stack_depth = 0 root_frame.record_time_from_frame_info(DUMMY_ROOT_FRAME_IDENTIFIER, time) for stack_depth, frame_info in enumerate(frame_info_stack, start=1): frame_identifier = frame_info_get_identifier(frame_info) try: frame = frame_stack[stack_depth] if frame.identifier != frame_identifier: # trim any frames after and including this one, and make a new frame del frame_stack[stack_depth:] raise IdentifierDoesntMatchException() except (IndexError, IdentifierDoesntMatchException): # create a new frame parent = frame_stack[stack_depth - 1] frame = Frame(identifier_or_frame_info=frame_info) parent.add_child(frame) assert len(frame_stack) == stack_depth frame_stack.append(frame) frame.record_time_from_frame_info(frame_info=frame_info, time=time) # trim any extra frames del frame_stack[stack_depth + 1 :] final_frame = frame_stack[-1] if not final_frame.is_synthetic_leaf: # record the self-time final_frame.add_child( Frame(identifier_or_frame_info=SELF_TIME_FRAME_IDENTIFIER, time=time) ) if len(root_frame.children) == 1: root_frame = root_frame.children[0] root_frame.remove_from_parent() return root_frame def delete_frame_from_tree( frame: Frame, replace_with: LiteralStr["children", "self_time", "nothing"] ): """ Delete a frame from the tree. :param frame: the frame to delete :param replace_with: what to replace the frame with - `children` replaces the frame with its children, `self_time` replaces the frame with a self-time frame, and `nothing` deletes the frame, absorbing the time into the parent. """ parent = frame.parent if parent is None: raise ValueError("Cannot delete the root frame") if replace_with == "children": parent.add_children(frame.children, after=frame) elif replace_with == "self_time": parent.add_child( Frame(identifier_or_frame_info=SELF_TIME_FRAME_IDENTIFIER, time=frame.time), after=frame, ) elif replace_with == "nothing": parent.absorbed_time += frame.time else: assert_never(replace_with) parent.absorbed_time += frame.absorbed_time frame.remove_from_parent() # in this call, recursive is true, even when replace_with is 'children'. # When replace_with is 'self_time' or 'nothing', that's what we want. But # when it's 'children', by now, the children have been removed and added # to the parent, so recursive is irrelevant. remove_frame_from_groups(frame, recursive=True) def combine_frames(frame: Frame, into: Frame): """ Combine two frames into one. The frames must have the same parent. :param frame: the frame to remove :param into: the frame to combine into """ assert frame.parent is into.parent into.absorbed_time += frame.absorbed_time into.time += frame.time for attribute, time in frame.attributes.items(): try: into.attributes[attribute] += time except KeyError: into.attributes[attribute] = time into.add_children(frame.children) frame.remove_from_parent() remove_frame_from_groups(frame, recursive=False) def remove_frame_from_groups(frame: Frame, recursive: bool): """ Removes frame from any groups that it is a member of. Should be used when removing a frame from a tree, so groups don't keep references to removed frames. """ if recursive and frame.children: for child in frame.children: remove_frame_from_groups(child, recursive=True) if frame.group: group = frame.group group.remove_frame(frame) if len(group.frames) == 1: # a group with only one frame is meaningless, we'll remove it # entirely. group.remove_frame(group.frames[0]) ================================================ FILE: pyinstrument/low_level/pyi_floatclock.c ================================================ #include "pyi_floatclock.h" #include #include // gettimeofday, clock() #include // DBL_MAX /* The windows implementations mostly stolen from timemodule.c */ #if defined(MS_WINDOWS) && !defined(__BORLANDC__) #include double pyi_monotonic_coarse_resolution(void) { return DBL_MAX; } /* use QueryPerformanceCounter on Windows */ double pyi_floatclock(PYIFloatClockType timer) { if (timer == PYI_FLOATCLOCK_MONOTONIC_COARSE) { warn_once("CLOCK_MONOTONIC_COARSE not available on this system."); } static LARGE_INTEGER ctrStart; static double divisor = 0.0; LARGE_INTEGER now; double diff; if (divisor == 0.0) { LARGE_INTEGER freq; QueryPerformanceCounter(&ctrStart); if (!QueryPerformanceFrequency(&freq) || freq.QuadPart == 0) { /* Unlikely to happen - this works on all intel machines at least! Revert to clock() */ return ((double)clock()) / CLOCKS_PER_SEC; } divisor = (double)freq.QuadPart; } QueryPerformanceCounter(&now); diff = (double)(now.QuadPart - ctrStart.QuadPart); return diff / divisor; } #else /* !MS_WINDOWS */ #include #include // clock_gettime static double SEC_PER_NSEC = 1e-9; static double SEC_PER_USEC = 1e-6; double pyi_monotonic_coarse_resolution(void) { #ifdef CLOCK_MONOTONIC_COARSE static double resolution = -1; if (resolution == -1) { struct timespec res; int success = clock_getres(CLOCK_MONOTONIC_COARSE, &res); if (success == 0) { resolution = res.tv_sec + res.tv_nsec * SEC_PER_NSEC; } else { // clock_getres failed, so let's set the resolution to something // so this timer is never used. resolution = DBL_MAX; } } return resolution; #else return DBL_MAX; #endif } double pyi_floatclock(PYIFloatClockType timer) { // gets the current time in seconds, as quickly as possible. #ifdef _POSIX_TIMERS struct timespec t; int res; if (timer == PYI_FLOATCLOCK_MONOTONIC_COARSE) { # ifdef CLOCK_MONOTONIC_COARSE res = clock_gettime(CLOCK_MONOTONIC_COARSE, &t); if (res == 0) return t.tv_sec + t.tv_nsec * SEC_PER_NSEC; # else warn_once("CLOCK_MONOTONIC_COARSE not available on this system."); # endif } # ifdef CLOCK_MONOTONIC res = clock_gettime(CLOCK_MONOTONIC, &t); if (res == 0) return t.tv_sec + t.tv_nsec * SEC_PER_NSEC; # endif res = clock_gettime(CLOCK_REALTIME, &t); if (res == 0) return t.tv_sec + t.tv_nsec * SEC_PER_NSEC; #endif struct timeval tv; gettimeofday(&tv, (struct timezone *)NULL); return (double)tv.tv_sec + tv.tv_usec * SEC_PER_USEC; } #endif /* MS_WINDOWS */ ================================================ FILE: pyinstrument/low_level/pyi_floatclock.h ================================================ #ifndef PYI_FLOATCLOCK_H #define PYI_FLOATCLOCK_H #include #include "pyi_shared.h" typedef enum { PYI_FLOATCLOCK_DEFAULT = 0, PYI_FLOATCLOCK_MONOTONIC_COARSE = 1, } PYIFloatClockType; Py_EXPORTED_SYMBOL double pyi_monotonic_coarse_resolution(void); Py_EXPORTED_SYMBOL double pyi_floatclock(PYIFloatClockType timer); #endif ================================================ FILE: pyinstrument/low_level/pyi_shared.h ================================================ #ifndef PYI_SHARED_H #define PYI_SHARED_H #include #include #ifndef __has_attribute # define __has_attribute(x) 0 // Compatibility with non-clang compilers. #endif // Define Py_EXPORTED_SYMBOL to be the appropriate symbol for exporting, it's not set in Python 3.8. #ifndef Py_EXPORTED_SYMBOL # if defined(_WIN32) || defined(__CYGWIN__) # define Py_EXPORTED_SYMBOL __declspec(dllexport) # elif (defined(__GNUC__) && (__GNUC__ >= 4)) ||\ (defined(__clang__) && __has_attribute(visibility)) # define Py_EXPORTED_SYMBOL __attribute__ ((visibility ("default"))) # else # define Py_EXPORTED_SYMBOL # endif #endif #define warn_once(msg) \ do { \ static int warned = 0; \ if (!warned) { \ fprintf(stderr, "pyinstrument: %s\n", msg); \ warned = 1; \ } \ } while (0) #endif /* PYI_SHARED_H */ ================================================ FILE: pyinstrument/low_level/pyi_timing_thread.c ================================================ #include "pyi_timing_thread.h" #include #include #include #include "pyi_floatclock.h" static volatile double current_time = 0.0; static PyThread_type_lock subscriber_lock = NULL; static PyThread_type_lock update_lock = NULL; static int thread_should_exit = 0; static int thread_alive = 0; // Structure to hold subscriptions typedef struct Subscription { double interval; int id; } Subscription; #define MAX_SUBSCRIBERS 1000 static Subscription subscribers[MAX_SUBSCRIBERS]; static int subscriber_count = 0; static double get_interval(double max_interval) { double min_interval = max_interval; for (int i = 0; i < subscriber_count; i++) { if (subscribers[i].interval < min_interval) { min_interval = subscribers[i].interval; } } return min_interval; } static void timing_thread(void* args) { while (!thread_should_exit) { double interval = get_interval(1.0); // sleep for the interval, or until we're woken up by a change PyLockStatus status = PyThread_acquire_lock_timed( update_lock, (PY_TIMEOUT_T)(interval * 1e6), 0 ); if (status == PY_LOCK_ACQUIRED) { // rather than finishing the wait, another thread signaled a // change by releasing the lock. The lock was just for the sake of // the wakeup, so let's release it again. PyThread_release_lock(update_lock); } current_time = pyi_floatclock(PYI_FLOATCLOCK_DEFAULT); } } int pyi_timing_thread_subscribe(double desiredInterval) { if (subscriber_lock == NULL) { subscriber_lock = PyThread_allocate_lock(); } if (update_lock == NULL) { update_lock = PyThread_allocate_lock(); } PyThread_acquire_lock(subscriber_lock, WAIT_LOCK); if (!thread_alive) { PyThread_acquire_lock(update_lock, WAIT_LOCK); // Initially hold the lock thread_should_exit = 0; PyThread_start_new_thread(timing_thread, NULL); thread_alive = 1; // initialise the current_time in case it's read immediately current_time = pyi_floatclock(PYI_FLOATCLOCK_DEFAULT); } int new_id = 0; // find an unused ID for (; new_id < MAX_SUBSCRIBERS; new_id++) { int already_exists = 0; for (int i = 0; i < subscriber_count; i++) { if (subscribers[i].id == new_id) { already_exists = 1; break; } } if (!already_exists) { break; } } if (new_id == MAX_SUBSCRIBERS) { // Too many subscribers PyThread_release_lock(subscriber_lock); return PYI_TIMING_THREAD_TOO_MANY_SUBSCRIBERS; } int index = subscriber_count; subscribers[index].id = new_id; subscribers[index].interval = desiredInterval; subscriber_count++; // signal a possible change in the interval PyThread_release_lock(update_lock); PyThread_acquire_lock(update_lock, WAIT_LOCK); PyThread_release_lock(subscriber_lock); return new_id; } int pyi_timing_thread_unsubscribe(int id) { PyThread_acquire_lock(subscriber_lock, WAIT_LOCK); int removals = 0; for (int i = 0; i < subscriber_count; i++) { if (subscribers[i].id == id) { // Removal: overwrite this one with with the last element and decrement count. subscribers[i] = subscribers[subscriber_count-1]; subscriber_count--; removals++; break; } } // if the last subscriber was removed, stop the thread if (subscriber_count == 0) { thread_should_exit = 1; PyThread_release_lock(update_lock); thread_alive = 0; } PyThread_release_lock(subscriber_lock); if (removals == 0) { return PYI_TIMING_THREAD_NOT_SUBSCRIBED; } else { return 0; } } double pyi_timing_thread_get_time(void) { return current_time; } double pyi_timing_thread_get_interval(void) { if (thread_alive) { return get_interval(DBL_MAX); } else { return -1.0; } } ================================================ FILE: pyinstrument/low_level/pyi_timing_thread.h ================================================ #ifndef PYI_TIMINGTHREAD_H #define PYI_TIMINGTHREAD_H #include #include "pyi_shared.h" /** * Adds a subscription to the timing thread, requesting that it updates the * time every `desired_interval` seconds. Returns an ID that can be used to * unsubscribe later, or a negative value indicating error. */ Py_EXPORTED_SYMBOL int pyi_timing_thread_subscribe(double desired_interval); /** * Returns the current time, as updated by the timing thread. */ Py_EXPORTED_SYMBOL double pyi_timing_thread_get_time(void); /** * Returns the current interval, or -1 if the thread is not running. */ Py_EXPORTED_SYMBOL double pyi_timing_thread_get_interval(void); /** * Unsubscribes from the timing thread. Returns 0 on success, or a negative * value indicating error. */ Py_EXPORTED_SYMBOL int pyi_timing_thread_unsubscribe(int id); #define PYI_TIMING_THREAD_UNKNOWN_ERROR -1 #define PYI_TIMING_THREAD_TOO_MANY_SUBSCRIBERS -2 #define PYI_TIMING_THREAD_NOT_SUBSCRIBED -3 #endif /* PYI_TIMINGTHREAD_H */ ================================================ FILE: pyinstrument/low_level/pyi_timing_thread_python.py ================================================ import threading import time current_time = 0.0 subscriber_lock = threading.Lock() update_lock = threading.Lock() thread_should_exit = False thread_alive = False class Subscription: def __init__(self, interval: float, id: int): self.interval = interval self.id = id subscribers = [] def get_interval(max_interval: float): if subscribers: return min(sub.interval for sub in subscribers) return max_interval def timing_thread(): global current_time, thread_should_exit while not thread_should_exit: interval = get_interval(1.0) acquired = update_lock.acquire(timeout=interval) if acquired: update_lock.release() current_time = time.perf_counter() def pyi_timing_thread_subscribe(desired_interval: float): global thread_alive, thread_should_exit, current_time with subscriber_lock: if not thread_alive: update_lock.acquire() thread_should_exit = False threading.Thread(target=timing_thread).start() thread_alive = True current_time = time.perf_counter() ids = [sub.id for sub in subscribers] new_id = 0 while new_id in ids: new_id += 1 subscribers.append(Subscription(desired_interval, new_id)) update_lock.release() update_lock.acquire() return new_id def pyi_timing_thread_unsubscribe(id: int): with subscriber_lock: subscriber_to_remove = next((sub for sub in subscribers if sub.id == id), None) if subscriber_to_remove: subscribers.remove(subscriber_to_remove) if not subscribers: global thread_should_exit, thread_alive thread_should_exit = True update_lock.release() thread_alive = False return 0 else: raise Exception("PYI_TIMING_THREAD_NOT_SUBSCRIBED") def pyi_timing_thread_get_time() -> float: return current_time def pyi_timing_thread_get_interval() -> float: return get_interval(float("inf")) if thread_alive else -1.0 ================================================ FILE: pyinstrument/low_level/stat_profile.c ================================================ #include #include #include #include "pyi_floatclock.h" #include "pyi_timing_thread.h" #include //////////////////////////// // Version/Platform shims // //////////////////////////// /* Python 2 shim */ #if PY_MAJOR_VERSION < 3 #define PyUnicode_InternFromString PyString_InternFromString #endif #if PY_VERSION_HEX >= 0x030b0000 // Python 3.11.0 #define PyFrame_GETBACK(f) PyFrame_GetBack(f) #else static PyFrameObject * _PyFrame_GetBack(PyFrameObject *frame) { Py_XINCREF(frame->f_back); return frame->f_back; } #define PyFrame_GETBACK(f) _PyFrame_GetBack(f) #endif /////////////////// // ProfilerState // /////////////////// typedef struct profiler_state { PyObject_HEAD PyObject *target; double interval; double last_invocation; PyObject *context_var; PyObject *last_context_var_value; PyObject *await_stack_list; PyObject *timer_func; int timer_thread_subscription_id; PYIFloatClockType floatclock_type; } ProfilerState; static void ProfilerState_SetTarget(ProfilerState *self, PyObject *target) { PyObject *tmp = self->target; Py_XINCREF(target); self->target = target; Py_XDECREF(tmp); } /** * Updates last_context_var_value. * * Returns true on success, sets an exception and returns false on failure. * */ static int ProfilerState_UpdateContextVar(ProfilerState *self) { PyObject *old = self->last_context_var_value; PyObject *new = NULL; int status = PyContextVar_Get(self->context_var, NULL, &new); if (status == -1) { PyErr_SetString(PyExc_Exception, "failed to get value of the context var"); return 0; } if (old == new) { // The object is the same, so we don't need the new reference. Py_DECREF(new); return 1; } self->last_context_var_value = new; Py_XDECREF(old); return 1; } /** * Returns the current time for this profiler. On error, returns -1.0. */ static double ProfilerState_GetTime(ProfilerState *self) { if (self->timer_func != NULL) { // when a self->timer_func is set, call that. #if PY_VERSION_HEX >= 0x03090000 PyObject *result = PyObject_CallNoArgs(self->timer_func); #else PyObject *result = PyObject_CallObject(self->timer_func, NULL); #endif if (result == NULL) { return -1.0; } if (!PyFloat_Check(result)) { PyErr_SetString(PyExc_RuntimeError, "custom time function must return a float"); return -1.0; } double resultDouble = PyFloat_AsDouble(result); Py_DECREF(result); return resultDouble; } else if (self->timer_thread_subscription_id >= 0) { // when a self->timer_thread_subscription_id is set, use the timing thread. return pyi_timing_thread_get_time(); } else { // otherwise as normal, call the synchronous C timer function. return pyi_floatclock(self->floatclock_type); } } static void ProfilerState_Dealloc(ProfilerState *self) { ProfilerState_SetTarget(self, NULL); Py_XDECREF(self->context_var); Py_XDECREF(self->last_context_var_value); Py_XDECREF(self->await_stack_list); Py_XDECREF(self->timer_func); if (self->timer_thread_subscription_id >= 0) { pyi_timing_thread_unsubscribe(self->timer_thread_subscription_id); } Py_TYPE(self)->tp_free(self); } static PyTypeObject ProfilerState_Type = { PyVarObject_HEAD_INIT(NULL, 0) "pyinstrument.stat_profile.ProfilerState", /* tp_name */ sizeof(ProfilerState), /* tp_basicsize */ 0, /* tp_itemsize */ (destructor)ProfilerState_Dealloc, /* tp_dealloc */ 0, /* tp_print */ 0, /* tp_getattr */ 0, /* tp_setattr */ 0, /* tp_reserved */ 0, /* tp_repr */ 0, /* tp_as_number */ 0, /* tp_as_sequence */ 0, /* tp_as_mapping */ 0, /* tp_hash */ 0, /* tp_call */ 0, /* tp_str */ 0, /* tp_getattro */ 0, /* tp_setattro */ 0, /* tp_as_buffer */ Py_TPFLAGS_DEFAULT | Py_TPFLAGS_BASETYPE, /* tp_flags */ 0, /* tp_doc */ 0, /* tp_traverse */ 0, /* tp_clear */ 0, /* tp_richcompare */ 0, /* tp_weaklistoffset */ 0, /* tp_iter */ 0, /* tp_iternext */ 0, /* tp_methods */ 0, /* tp_members */ 0, /* tp_getset */ 0, /* tp_base */ 0, /* tp_dict */ 0, /* tp_descr_get */ 0, /* tp_descr_set */ 0, /* tp_dictoffset */ 0, /* tp_init */ PyType_GenericAlloc, /* tp_alloc */ PyType_GenericNew, /* tp_new */ PyObject_Del, /* tp_free */ }; static ProfilerState *ProfilerState_New(void) { ProfilerState *op = PyObject_New(ProfilerState, &ProfilerState_Type); op->target = NULL; op->interval = 0.0; op->last_invocation = 0.0; op->context_var = NULL; op->last_context_var_value = NULL; op->await_stack_list = PyList_New(0); op->timer_func = NULL; op->timer_thread_subscription_id = -1; op->floatclock_type = PYI_FLOATCLOCK_DEFAULT; return op; } //////////////////////// // Internal functions // //////////////////////// static PyObject *whatstrings[8] = {NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL}; static PyObject *SELF_STRING = NULL; static PyObject *CLS_STRING = NULL; static PyObject *TRACEBACKHIDE_STRING = NULL; #define TIMER_TYPE_WALLTIME 0 #define TIMER_TYPE_WALLTIME_THREAD 1 #define TIMER_TYPE_TIMER_FUNC 2 #define TIMER_TYPE_WALLTIME_COARSE 3 #define WHAT_CALL 0 #define WHAT_EXCEPTION 1 #define WHAT_LINE 2 #define WHAT_RETURN 3 #define WHAT_C_CALL 4 #define WHAT_C_EXCEPTION 5 #define WHAT_C_RETURN 6 #define WHAT_CONTEXT_CHANGED 7 static int stat_profile_init(void) { static char *whatnames[8] = {"call", "exception", "line", "return", "c_call", "c_exception", "c_return", "context_changed"}; PyObject *name; int i; for (i = 0; i < 8; ++i) { if (whatstrings[i] == NULL) { name = PyUnicode_InternFromString(whatnames[i]); if (name == NULL) return -1; whatstrings[i] = name; } } SELF_STRING = PyUnicode_InternFromString("self"); if (SELF_STRING == NULL) return -1; CLS_STRING = PyUnicode_InternFromString("cls"); if (CLS_STRING == NULL) return -1; TRACEBACKHIDE_STRING = PyUnicode_InternFromString("__tracebackhide__"); if (TRACEBACKHIDE_STRING == NULL) return -1; return 0; } static PyObject * call_target(ProfilerState *pState, PyFrameObject *frame, int what, PyObject *arg) { // note: we no longer call PyFrame_FastToLocals and PyFrame_LocalsToFast // here, as it's only needed for python-level modification of locals, // which a profiler doesn't need to do. #if PY_VERSION_HEX >= 0x03090000 // vectorcall implementation could be faster, is available in Python 3.9 PyObject *callargs[4] = { NULL, (PyObject *) frame, whatstrings[what], arg == NULL ? Py_None : arg }; PyObject *result = PyObject_Vectorcall(pState->target, callargs + 1, 3 | PY_VECTORCALL_ARGUMENTS_OFFSET, NULL); #else PyObject *result = PyObject_CallFunctionObjArgs(pState->target, (PyObject *) frame, whatstrings[what], arg == NULL ? Py_None : arg, NULL); #endif if (result == NULL) { PyTraceBack_Here(frame); } return result; } /** * Returns a new reference to a PyCodeObject for the given frame. */ static PyCodeObject * code_from_frame(PyFrameObject* frame) { #if PY_VERSION_HEX >= 0x03090000 return PyFrame_GetCode(frame); #else PyCodeObject *result = frame->f_code; Py_XINCREF(result); return result; #endif } /** * Returns a new reference to a PyTupleObject containing the names of the * local variables. */ static PyObject * local_names_from_code(PyCodeObject *code) { #if PY_VERSION_HEX >= 0x030b0000 return PyCode_GetVarnames(code); #else PyObject *result = code->co_varnames; Py_XINCREF(result); return result; #endif } #if PY_VERSION_HEX >= 0x030b0000 // Python 3.11.0 /** * Returns a C-string containing the name of the class in the frame. The * memory belongs to the type object, so it should not be freed. */ static const char * _get_class_name_of_frame(PyFrameObject *frame, PyCodeObject *code) { PyObject *localsNames = PyCode_GetVarnames(code); if (localsNames == NULL) { return NULL; } PyObject *firstArgName = PyTuple_GET_ITEM(localsNames, 0); if (firstArgName == NULL) { Py_DECREF(localsNames); return NULL; } int has_self = PyUnicode_Compare(firstArgName, SELF_STRING) == 0; int has_cls = PyUnicode_Compare(firstArgName, CLS_STRING) == 0; Py_DECREF(localsNames); if (!has_self && !has_cls) { // PyFrame_GetLocals is expensive and changes the frame, so we don't // want to call it unless we have to. return NULL; } const char *result = NULL; PyObject *locals = PyFrame_GetLocals(frame); if (!PyMapping_Check(locals)) { Py_DECREF(locals); return NULL; } // we still have to check the locals has the key, because it could have // been "del'd" if (has_self && PyMapping_HasKey(locals, SELF_STRING)) { PyObject *self = PyObject_GetItem(locals, SELF_STRING); if (!self) { PyErr_Clear(); Py_DECREF(locals); return NULL; } result = _PyType_Name(self->ob_type); Py_DECREF(self); } else if (has_cls && PyMapping_HasKey(locals, CLS_STRING)) { PyObject *cls = PyObject_GetItem(locals, CLS_STRING); if (!cls) { PyErr_Clear(); Py_DECREF(locals); return NULL; } if (PyType_Check(cls)) { PyTypeObject *type = (PyTypeObject *)cls; result = _PyType_Name(type); } Py_DECREF(cls); } Py_DECREF(locals); return result; } #else static PyObject * _get_first_arg_from_cell_variables(PyFrameObject *frame, PyCodeObject *code) { if (!code->co_cell2arg) { // we don't have args in cell variables return NULL; } Py_ssize_t ncells = PyTuple_GET_SIZE(code->co_cellvars); for (int i = 0; i < ncells; i++) { if (code->co_cell2arg[i] == CO_CELL_NOT_AN_ARG) { // this cell is not an argument continue; } // get the cell value // the cells are after the local variables PyObject *cell = frame->f_localsplus[code->co_nlocals + i]; // return the value inside the cell if (!PyCell_Check(cell)) { continue; } return PyCell_GET(cell); } // cell variable not found return NULL; } static const char * _get_class_name_of_frame(PyFrameObject *frame, PyCodeObject *code) { // This code looks only at the first 'fast' frame local. // // A generalisable way to get a local variable would be to look at every // local for one with the name 'self' or 'cls'. And such a general method // should also prefer f_locals, if it exists. // // But, function args are always be the first locals, self/cls is always // be the first arg, and f_localsplus is always set, even if f_locals // exists. So we only look at the first f_localsplus entry. if (code->co_argcount < 1) { return NULL; } if (!PyTuple_Check(code->co_varnames)) { // co_varnames must be a tuple return NULL; } if (code->co_nlocals < 1 || PyTuple_Size(code->co_varnames) < 1) { return NULL; } PyObject *first_var_name = PyTuple_GetItem(code->co_varnames, 0); int first_var_is_self = (PyUnicode_Compare(first_var_name, SELF_STRING) == 0); int first_var_is_cls = (PyUnicode_Compare(first_var_name, CLS_STRING) == 0); if (!(first_var_is_self || first_var_is_cls)) { return NULL; } PyObject *first_var = frame->f_localsplus[0]; if (first_var == NULL) { // Sometimes arguments are in cells, if they're accessible from other // scopes, for example an inner function that captures self. In that // case, the local var is NULL, and it's stored as a cell instead. first_var = _get_first_arg_from_cell_variables(frame, code); } if (first_var == NULL) { // not sure why this would happen, but as a failsafe. return NULL; } if (first_var_is_self) { PyTypeObject *type = first_var->ob_type; return _PyType_Name(type); } else if (first_var_is_cls) { if (!PyType_Check(first_var)) { return NULL; } PyTypeObject *type = (PyTypeObject *)first_var; return _PyType_Name(type); } else { Py_FatalError("unreachable code"); } return NULL; } #endif /** * returns `1` if any variable named `"__trackbackhide__"` is defined in frame * locals, returns `0` otherwise */ static const int _get_tracebackhide(PyFrameObject *frame, PyCodeObject *code) { PyObject *locals_names = local_names_from_code(code); if (locals_names == NULL) { return 0; } if (!PySequence_Check(locals_names)) { // locals_names must be a sequence Py_DECREF(locals_names); return 0; } int tracebackhide = PySequence_Contains(locals_names, TRACEBACKHIDE_STRING); Py_DECREF(locals_names); if (tracebackhide < 0) { // in this case the PySequence_Contains function encountered an error Py_FatalError("could not determine names of frame local variables"); } else { return tracebackhide; } } /** * Returns a new reference to pyinstrument's frame info string for the given frame. */ static PyObject * _get_frame_info(PyFrameObject *frame) { PyCodeObject *code = code_from_frame(frame); PyObject *class_name_attribute; const char *class_name = _get_class_name_of_frame(frame, code); if (class_name == NULL) { class_name_attribute = PyUnicode_New(0, 127); // empty string } else { class_name_attribute = PyUnicode_FromFormat( "%c%c%s", 1, // 0x01 char denotes 'attribute' 'c', // 'c' char denotes 'class name' class_name ); } PyObject *line_number_attribute; int line_number = PyFrame_GetLineNumber(frame); if (line_number < 1) { line_number_attribute = PyUnicode_New(0, 127); } else { line_number_attribute = PyUnicode_FromFormat( "%c%c%d", 1, 'l', // 'l' char denotes 'line number' line_number ); } PyObject *frame_hidden_attribute; int tracebackhide = _get_tracebackhide(frame, code); if (tracebackhide <= 0) { frame_hidden_attribute = PyUnicode_New(0, 127); } else { frame_hidden_attribute = PyUnicode_FromFormat( "%c%c%c", 1, 'h', // 'h' char denotes 'frame hidden' '1' // '1' char denotes 'true' ); } PyObject *result = PyUnicode_FromFormat( "%U%c%U%c%i%U%U%U", code->co_name, 0, // NULL char code->co_filename, 0, // NULL char code->co_firstlineno, class_name_attribute, line_number_attribute, frame_hidden_attribute ); Py_DECREF(code); Py_DECREF(class_name_attribute); Py_DECREF(line_number_attribute); Py_DECREF(frame_hidden_attribute); return result; } static int _parse_timer_type(PyObject *timer_type, int defaultValue) { if (timer_type == NULL || timer_type == Py_None) { return defaultValue; } if (!PyUnicode_Check(timer_type)) { PyErr_SetString(PyExc_TypeError, "timer_type must be a string"); return -1; } if (PyUnicode_CompareWithASCIIString(timer_type, "walltime") == 0) { return TIMER_TYPE_WALLTIME; } else if (PyUnicode_CompareWithASCIIString(timer_type, "walltime_thread") == 0) { return TIMER_TYPE_WALLTIME_THREAD; } else if (PyUnicode_CompareWithASCIIString(timer_type, "timer_func") == 0) { return TIMER_TYPE_TIMER_FUNC; } else if (PyUnicode_CompareWithASCIIString(timer_type, "walltime_coarse") == 0) { return TIMER_TYPE_WALLTIME_COARSE; } else { PyErr_SetString(PyExc_TypeError, "timer_type must be 'walltime', 'walltime_thread', 'walltime_coarse', or 'timer_func'"); return -1; } } ////////////////////// // Public functions // ////////////////////// /** * The profile function. Passed to PyEval_SetProfile, and called with * function frames as the program executes by Python */ static int profile(PyObject *op, PyFrameObject *frame, int what, PyObject *arg) { ProfilerState *pState = (ProfilerState *)op; PyObject *result; double now = ProfilerState_GetTime(pState); if (now == -1.0) { PyEval_SetProfile(NULL, NULL); return -1; } // check for context var change, send context_changed event if seen if (pState->context_var) { PyObject *old_context_var_value = pState->last_context_var_value; Py_XINCREF(old_context_var_value); if (!ProfilerState_UpdateContextVar(pState)) { PyEval_SetProfile(NULL, NULL); return -1; } if (old_context_var_value != pState->last_context_var_value) { PyFrameObject *context_change_frame; // borrowed reference PyFrameObject *parent_frame = PyFrame_GETBACK(frame); // strong reference, maybe null if (what == WHAT_CALL && parent_frame) { context_change_frame = parent_frame; } else { context_change_frame = frame; } PyObject *context_change_arg = PyTuple_Pack( 3, pState->last_context_var_value, old_context_var_value, pState->await_stack_list ); result = call_target(pState, context_change_frame, WHAT_CONTEXT_CHANGED, context_change_arg); Py_DECREF(context_change_arg); Py_XDECREF(parent_frame); if (result == NULL) { PyEval_SetProfile(NULL, NULL); return -1; } Py_DECREF(result); } Py_XDECREF(old_context_var_value); } // if we're returning from a coroutine, add that to the await stack PyCodeObject* code = code_from_frame(frame); if ((what == WHAT_RETURN) && (code->co_flags & 0x80)) { PyObject *frame_identifier = _get_frame_info(frame); int status = PyList_Append(pState->await_stack_list, frame_identifier); Py_DECREF(frame_identifier); Py_DECREF(code); if (status == -1) { PyEval_SetProfile(NULL, NULL); return -1; } } else { Py_DECREF(code); // clear the list int status = PyList_SetSlice( pState->await_stack_list, 0, PyList_GET_SIZE(pState->await_stack_list), NULL ); if (status == -1) { PyEval_SetProfile(NULL, NULL); return -1; } } // stat profile if (now < pState->last_invocation + pState->interval) { return 0; } pState->last_invocation = now; result = call_target(pState, frame, what, arg); if (result == NULL) { PyEval_SetProfile(NULL, NULL); return -1; } Py_DECREF(result); return 0; } /** * The 'setprofile' function. This is the public API that can be called * from Python code. */ static PyObject * setstatprofile(PyObject *m, PyObject *args, PyObject *kwds) { static char *kwlist[] = {"target", "interval", "context_var", "timer_type", "timer_func", NULL}; ProfilerState *pState = NULL; double interval = 0.0; PyObject *target = NULL; PyObject *context_var = NULL; PyObject *timer_type = NULL; PyObject *timer_func = NULL; if (! PyArg_ParseTupleAndKeywords(args, kwds, "O|dO!UO", kwlist, &target, &interval, &PyContextVar_Type, &context_var, &timer_type, &timer_func)) return NULL; if (target == Py_None) { target = NULL; } if (target) { if (!PyCallable_Check(target)) { PyErr_SetString(PyExc_TypeError, "target must be callable"); return NULL; } pState = ProfilerState_New(); if (pState == NULL) { // Check if allocation failed return NULL; } ProfilerState_SetTarget(pState, target); // default interval is 1 ms pState->interval = (interval > 0) ? interval : 0.001; int timer_type_int = _parse_timer_type(timer_type, TIMER_TYPE_WALLTIME); if (timer_type_int == -1) { goto error; } if (timer_func == Py_None) { timer_func = NULL; } if (timer_type_int == TIMER_TYPE_TIMER_FUNC && timer_func == NULL) { PyErr_SetString(PyExc_TypeError, "timer_func must be set if timer_type is 'timer_func'"); goto error; } if (timer_func && timer_type_int != TIMER_TYPE_TIMER_FUNC) { PyErr_SetString(PyExc_TypeError, "timer_type must be 'timer_func' if timer_func is set"); goto error; } if (timer_func) { Py_INCREF(timer_func); pState->timer_func = timer_func; } else if (timer_type_int == TIMER_TYPE_WALLTIME_THREAD) { pState->timer_thread_subscription_id = pyi_timing_thread_subscribe(pState->interval); if (pState->timer_thread_subscription_id < 0) { PyErr_Format(PyExc_RuntimeError, "failed to subscribe to timing thread: error %d", pState->timer_thread_subscription_id); goto error; } } else if (timer_type_int == TIMER_TYPE_WALLTIME_COARSE) { pState->floatclock_type = PYI_FLOATCLOCK_MONOTONIC_COARSE; } else { pState->floatclock_type = PYI_FLOATCLOCK_DEFAULT; } // initialise the last invocation to avoid immediate callback pState->last_invocation = ProfilerState_GetTime(pState); if (context_var) { Py_INCREF(context_var); pState->context_var = context_var; if (!ProfilerState_UpdateContextVar(pState)) { goto error; } } PyEval_SetProfile(profile, (PyObject *)pState); Py_DECREF(pState); // We've given a reference to SetProfile, so we release ours. } else { PyEval_SetProfile(NULL, NULL); } Py_RETURN_NONE; error: Py_XDECREF(pState); return NULL; } static PyObject * get_frame_info(PyObject *m, PyObject *const *args, Py_ssize_t nargs) { if (nargs != 1) { PyErr_SetString(PyExc_TypeError, "get_frame_info takes exactly 1 argument"); return NULL; } if (!PyFrame_Check(args[0])) { PyErr_SetString(PyExc_TypeError, "get_frame_info should be called with a Frame object"); return NULL; } PyFrameObject *frame = (PyFrameObject *)args[0]; return _get_frame_info(frame); } static inline double measure_timing_overhead_for_timer(PYIFloatClockType timer) { int n = 1000; int num_iterations = 0; pyi_floatclock(timer); // warmup double start = pyi_floatclock(timer); double end = start; double duration = 0; for (int i = 0; i < n; i++) { end = pyi_floatclock(timer); duration = end - start; num_iterations += 1; if (duration > 0.0001) { // dont run this for more than 100us break; } } return duration / num_iterations; } static PyObject * measure_timing_overhead(PyObject *m, PyObject * Py_UNUSED(args)) { double monotonic_coarse_resolution = pyi_monotonic_coarse_resolution(); int is_course_timer_available = monotonic_coarse_resolution != DBL_MAX; PyObject *result = PyDict_New(); PyObject *value = PyFloat_FromDouble(measure_timing_overhead_for_timer(PYI_FLOATCLOCK_DEFAULT)); PyDict_SetItemString(result, "walltime", value); Py_DECREF(value); if (is_course_timer_available) { value = PyFloat_FromDouble(measure_timing_overhead_for_timer(PYI_FLOATCLOCK_MONOTONIC_COARSE)); PyDict_SetItemString(result, "walltime_coarse", value); Py_DECREF(value); } return result; } static PyObject * walltime_coarse_resolution(PyObject *m, PyObject * Py_UNUSED(args)) { double resolution = pyi_monotonic_coarse_resolution(); if (resolution == DBL_MAX) { Py_RETURN_NONE; } return PyFloat_FromDouble(resolution); } /////////////////////////// // Module initialization // /////////////////////////// static PyMethodDef module_methods[] = { {"setstatprofile", (PyCFunction)setstatprofile, METH_VARARGS | METH_KEYWORDS, "Sets the statistical profiler callback. The function in the same manner as setprofile, but " "instead of being called every on every call and return, the function is called every " " seconds with the current stack."}, {"get_frame_info", (PyCFunction)get_frame_info, METH_FASTCALL, "Returns the frame identifier string for the given Frame object."}, {"measure_timing_overhead", (PyCFunction)measure_timing_overhead, METH_NOARGS, "Returns a dict showing how much overhead the timing options have."}, {"walltime_coarse_resolution", (PyCFunction)walltime_coarse_resolution, METH_NOARGS, "Returns the resolution of the monotonic coarse clock. Returns None if the clock is not available."}, {NULL} /* Sentinel */ }; PyMODINIT_FUNC PyInit_stat_profile(void) { PyType_Ready(&ProfilerState_Type); static struct PyModuleDef moduledef = { PyModuleDef_HEAD_INIT, "stat_profile", "Module that implements the backend to a statistical profiler", -1, module_methods }; if (stat_profile_init() == -1) return NULL; return PyModule_Create(&moduledef); } ================================================ FILE: pyinstrument/low_level/stat_profile.pyi ================================================ import contextvars import types from typing import Any, Callable, Dict from pyinstrument.low_level.types import TimerType def setstatprofile( target: Callable[[types.FrameType, str, Any], Any] | None, interval: float = 0.001, context_var: contextvars.ContextVar[object | None] | None = None, timer_type: TimerType | None = None, timer_func: Callable[[], float] | None = None, ) -> None: ... def get_frame_info(frame: types.FrameType) -> str: ... def measure_timing_overhead() -> Dict[TimerType, float]: ... def walltime_coarse_resolution() -> float | None: ... ================================================ FILE: pyinstrument/low_level/stat_profile_python.py ================================================ from __future__ import annotations import contextvars import sys import timeit import types from typing import Any, Callable, List, Optional, Type from pyinstrument.low_level.pyi_timing_thread_python import ( pyi_timing_thread_get_time, pyi_timing_thread_subscribe, pyi_timing_thread_unsubscribe, ) from pyinstrument.low_level.types import TimerType class PythonStatProfiler: await_stack: list[str] timing_thread_subscription: int | None = None def __init__( self, target: Callable[[types.FrameType, str, Any], Any], interval: float, context_var: contextvars.ContextVar[object | None] | None, timer_type: TimerType, timer_func: Callable[[], float] | None, ): self.target = target self.interval = interval if context_var: # raise typeerror to match the C version if not isinstance(context_var, contextvars.ContextVar): raise TypeError("not a context var") self.context_var = context_var self.timer_type = timer_type if timer_type == "walltime": self.get_time = timeit.default_timer elif timer_type == "walltime_thread": self.get_time = pyi_timing_thread_get_time self.timing_thread_subscription = pyi_timing_thread_subscribe(interval) elif timer_type == "timer_func": if timer_func is None: raise TypeError("timer_func must be provided for timer_func timer_type") self.get_time = timer_func else: raise ValueError(f"invalid timer_type '{timer_type}'") self.last_invocation = self.get_time() self.last_context_var_value = context_var.get() if context_var else None self.await_stack = [] def __del__(self): if self.timing_thread_subscription is not None: pyi_timing_thread_unsubscribe(self.timing_thread_subscription) def profile(self, frame: types.FrameType, event: str, arg: Any): now = self.get_time() if self.context_var: context_var_value = self.context_var.get() last_context_var_value = self.last_context_var_value if context_var_value is not last_context_var_value: context_change_frame = frame.f_back if event == "call" else frame assert context_change_frame is not None self.target( context_change_frame, "context_changed", (context_var_value, last_context_var_value, self.await_stack), ) self.last_context_var_value = context_var_value # 0x80 == CO_COROUTINE (i.e. defined with 'async def') if event == "return" and frame.f_code.co_flags & 0x80: self.await_stack.append(get_frame_info(frame)) else: self.await_stack.clear() if now < self.last_invocation + self.interval: return self.last_invocation = now return self.target(frame, event, arg) """ A reimplementation of setstatprofile in Python, for prototyping/reference purposes. Not used in normal execution. """ def setstatprofile( target: Callable[[types.FrameType, str, Any], Any] | None, interval: float = 0.001, context_var: contextvars.ContextVar[object | None] | None = None, timer_type: TimerType = "walltime", timer_func: Callable[[], float] | None = None, ) -> None: if target: profiler = PythonStatProfiler( target=target, interval=interval, context_var=context_var, timer_type=timer_type, timer_func=timer_func, ) sys.setprofile(profiler.profile) else: sys.setprofile(None) def get_frame_info(frame: types.FrameType) -> str: frame_info = "%s\x00%s\x00%i" % ( frame.f_code.co_name, frame.f_code.co_filename, frame.f_code.co_firstlineno, ) class_name = None # try to find self argument for methods self = frame.f_locals.get("self", None) if self and hasattr(self, "__class__") and hasattr(self.__class__, "__qualname__"): class_name = self.__class__.__qualname__ else: # also try to find cls argument for class methods cls = frame.f_locals.get("cls", None) if cls and hasattr(cls, "__qualname__"): class_name = cls.__qualname__ frame_hidden = "__tracebackhide__" in frame.f_locals if class_name: frame_info += "\x01c%s" % class_name if frame.f_lineno is not None: frame_info += "\x01l%i" % frame.f_lineno if frame_hidden: frame_info += "\x01h%i" % frame_hidden return frame_info ================================================ FILE: pyinstrument/low_level/types.py ================================================ from pyinstrument.typing import LiteralStr TimerType = LiteralStr["walltime", "walltime_thread", "timer_func", "walltime_coarse"] ================================================ FILE: pyinstrument/magic/__init__.py ================================================ from .magic import PyinstrumentMagic ================================================ FILE: pyinstrument/magic/_utils.py ================================================ from __future__ import annotations # This file is largely based on https://gist.github.com/Carreau/0f051f57734222da925cd364e59cc17e which is in the public domain # This (or something similar) may eventually be moved into IPython import ast from ast import Assign, Expr, Load, Name, NodeTransformer, Store, parse from textwrap import dedent class PrePostAstTransformer(NodeTransformer): """ Allow to safely wrap user code with pre/post execution hooks that run just before and just after usercode, __inside__ the execution loop, But still returns the value of the last Expression. This might not behave as expected if the user change the InteractiveShell.ast_node_interactivity option. This is currently not hygienic and care must be taken to use uncommon names in the pre/post block. Assuming the user have ``` code_block: [with many expressions] last_expression ``` It will transform it into ``` try: pre_block code_block: [with many expressions] return_value = last_expression finally: post_block return_value ``` Thus making sure that post is always executed even if pre or user code fails. """ def __init__(self, pre: str | ast.Module, post: str | ast.Module): """ pre and post are either strings, or ast.Modules object that need to be run just before or after the user code. While strings are possible, we suggest using ast.Modules object and mangling the corresponding variable names to be invalid python identifiers to avoid name conflicts. """ if isinstance(pre, str): pre = parse(pre) if isinstance(post, str): post = parse(post) self.pre = pre.body self.post = post.body self.active = True def reset(self): self.core = parse( dedent( """ try: pass finally: pass """ ) ) self.try_ = self.core.body[0].body = [] # type: ignore self.fin = self.core.body[0].finalbody = [] # type: ignore def visit_Module(self, node: ast.Module): if not self.active: return node self.reset() last = node.body[-1] ret = None if isinstance(last, Expr): node.body.pop() node.body.append(Assign([Name("ast-tmp", ctx=Store())], value=last.value)) ret = Expr(value=Name("ast-tmp", ctx=Load())) # self.core.body.insert(0, Assign([Name('_p', ctx=Store())], value=ast.Constant(None) )) if ret: self.core.body.insert( 0, Assign([Name("ast-tmp", ctx=Store())], value=ast.Constant(None)) ) for p in self.pre + node.body: self.try_.append(p) for p in self.post: self.fin.append(p) if ret is not None: self.core.body.append(ret) ast.fix_missing_locations(self.core) return self.core ================================================ FILE: pyinstrument/magic/magic.py ================================================ from __future__ import annotations import asyncio import html import threading import urllib.parse from ast import parse from textwrap import dedent import IPython from IPython import get_ipython # type: ignore from IPython.core.magic import Magics, line_cell_magic, magics_class, no_var_expand from IPython.core.magic_arguments import argument, magic_arguments, parse_argstring from IPython.display import IFrame, display from pyinstrument import Profiler, renderers from pyinstrument.__main__ import compute_render_options from pyinstrument.frame import Frame from pyinstrument.frame_ops import delete_frame_from_tree from pyinstrument.processors import ProcessorOptions from pyinstrument.renderers.console import ConsoleRenderer from pyinstrument.renderers.html import HTMLRenderer _active_profiler = None _ASYNCIO_HTML_WARNING = """ To enable asyncio mode, use 
%%pyinstrument --async_mode=enabled

Note that due to IPython limitations this will run in a separate thread! """.strip() _ASYNCIO_TEXT_WARNING = ( _ASYNCIO_HTML_WARNING.replace("
", "`").replace("
", "`").replace("
", "\n") ) def _get_active_profiler(): """ Allows the code inserted into the cell to access the pyinstrument Profiler instance, to start/stop it. """ return _active_profiler class InterruptSilently(Exception): """Exception used to interrupt execution without showing traceback""" @magics_class class PyinstrumentMagic(Magics): def __init__(self, shell): super().__init__(shell) self._transformer = None def recreate_transformer(self, target_description: str): if IPython.version_info < (8, 15): # type: ignore from ._utils import PrePostAstTransformer # This will leak _get_active_profiler into the users space until we can magle it pre = parse( dedent( f""" from pyinstrument.magic.magic import _get_active_profiler _get_active_profiler().start(target_description={target_description!r}) """ ) ) post = parse("\n_get_active_profiler().stop()") self._transformer = PrePostAstTransformer(pre, post) else: from IPython.core.magics.ast_mod import ReplaceCodeTransformer # type: ignore self._transformer = ReplaceCodeTransformer.from_string( dedent( f""" from pyinstrument.magic.magic import _get_active_profiler as ___get_prof ___get_prof().start(target_description={target_description!r}) try: __code__ finally: ___get_prof().stop() __ret__ """ ) ) @magic_arguments() @argument( "-p", "--render-option", dest="render_options", action="append", metavar="RENDER_OPTION", type=str, help=( "options to pass to the renderer, in the format 'flag_name' or 'option_name=option_value'. " "For example, to set the option 'time', pass '-p time=percent_of_total'. To pass multiple " "options, use the -p option multiple times. You can set processor options using dot-syntax, " "like '-p processor_options.filter_threshold=0'. option_value is parsed as a JSON value or " "a string." ), ) @argument( "--show-regex", dest="show_regex", action="store", metavar="REGEX", help=( "regex matching the file paths whose frames to always show. " "Useful if --show doesn't give enough control." ), ) @argument( "--show", dest="show_fnmatch", action="store", metavar="EXPR", help=( "glob-style pattern matching the file paths whose frames to " "show, regardless of --hide or --hide-regex. For example, use " "--show '*//*' to show frames within a library that " "would otherwise be hidden." ), ) @argument( "--interval", type=float, default=0.001, help="The minimum time, in seconds, between each stack sample. See: https://pyinstrument.readthedocs.io/en/stable/reference.html#pyinstrument.Profiler.interval", ) @argument( "--show-all", action="store_true", help="SHow all frames, including root frames with no time, and Internal IPython frames.", ) @argument( "--async_mode", default="disabled", help="Configures how this Profiler tracks time in a program that uses async/await. See: https://pyinstrument.readthedocs.io/en/stable/reference.html#pyinstrument.Profiler.async_mode", ) @argument( "--height", "-h", default=400, help="Output height", ) @argument( "--timeline", type=bool, default=False, help="Show output timeline view", ) @argument( "code", type=str, nargs="*", help="When used as a line magic, the code to profile", ) @argument( "--hide", dest="hide_fnmatch", action="store", metavar="EXPR", help=( "glob-style pattern matching the file paths whose frames to hide. Defaults to " "hiding non-application code" ), ) @argument( "--hide-regex", dest="hide_regex", action="store", metavar="REGEX", help=( "regex matching the file paths whose frames to hide. Useful if --hide doesn't give " "enough control." ), ) @no_var_expand @line_cell_magic def pyinstrument(self, line, cell=None): """ Run a cell with the pyinstrument statistical profiler. Converts the line/cell's AST to something like: try: profiler.start() run_code finally: profiler.stop() profiler.output_html() """ global _active_profiler args = parse_argstring(self.pyinstrument, line) # 2024, always override this for now in IPython, # we can make an option later if necessary args.unicode = True args.color = True ip = get_ipython() if not ip: raise RuntimeError("couldn't get ipython shell instance") if cell: target_description = f"Cell [{ip.execution_count}]" else: target_description = f"Line in cell [{ip.execution_count}]" code = cell or line if not code: return # Turn off the last run (e.g. a user interrupted) if _active_profiler and _active_profiler.is_running: _active_profiler.stop() if self._transformer in ip.ast_transformers: ip.ast_transformers.remove(self._transformer) _active_profiler = Profiler(interval=args.interval, async_mode=args.async_mode) self.recreate_transformer(target_description=target_description) ip.ast_transformers.append(self._transformer) if args.async_mode == "disabled": cell_result = ip.run_cell(code) else: cell_result = self.run_cell_async(ip, code) mangled_keys = [k for k in ip.user_ns.keys() if "-" in k] for k in mangled_keys: del ip.user_ns[k] ip.ast_transformers.remove(self._transformer) if ( args.async_mode == "disabled" and cell_result.error_in_exec and isinstance(cell_result.error_in_exec, RuntimeError) and "event loop is already running" in str(cell_result.error_in_exec) ): # if the cell is async, the Magic doesn't work, raising the above # exception instead. We display a warning and return. display( { "text/plain": _ASYNCIO_TEXT_WARNING, "text/html": _ASYNCIO_HTML_WARNING, }, raw=True, ) return # If a KeyboardInterrupt occurred during the magic execution, # raise an exception to prevent further executions. if isinstance(cell_result.error_in_exec, KeyboardInterrupt): # The traceback is already shown during the cell execution above, so we # don't re-raise the exception directly. old_custom_tb = ip.CustomTB old_custom_exceptions = ip.custom_exceptions def _silent_exception_handler(self, etype, value, tb, tb_offset=None): # restore the original handlers ip.CustomTB = old_custom_tb ip.custom_exceptions = old_custom_exceptions # swallow the InterruptSilently entirely # install our silent handler ip.set_custom_exc((InterruptSilently,), _silent_exception_handler) raise InterruptSilently() html_config = compute_render_options( args, renderer_class=HTMLRenderer, unicode_support=True, color_support=True ) text_config = compute_render_options( args, renderer_class=HTMLRenderer, unicode_support=True, color_support=True ) html_renderer = renderers.HTMLRenderer(show_all=args.show_all, timeline=args.timeline) html_renderer.preprocessors.append(strip_ipython_frames_processor) html_str = _active_profiler.output(html_renderer) as_iframe = IFrame( src="data:text/html, Loading…", width="100%", height=args.height, extras=['style="resize: vertical"', f'srcdoc="{html.escape(html_str)}"'], ) text_renderer = renderers.ConsoleRenderer(**text_config) text_renderer.processors.append(strip_ipython_frames_processor) as_text = _active_profiler.output(text_renderer) # repr_html may be a bit fragile, but it's been stable for a while display({"text/html": as_iframe._repr_html_(), "text/plain": as_text}, raw=True) # type: ignore assert not _active_profiler.is_running _active_profiler = None def run_cell_async(self, ip, code): # This is a bit of a hack, but it's the only way to get the cell to run # asynchronously. We need to run the cell in a separate thread, and then # wait for it to finish. # # Please keep an eye on this issue to see if there's a better way: # https://github.com/ipython/ipython/issues/11314 old_loop = asyncio.get_event_loop() loop = asyncio.new_event_loop() try: threading.Thread(target=loop.run_forever).start() asyncio.set_event_loop(loop) coro = ip.run_cell_async(code) future = asyncio.run_coroutine_threadsafe(coro, loop) return future.result() finally: loop.call_soon_threadsafe(loop.stop) asyncio.set_event_loop(old_loop) IPYTHON_INTERNAL_FILES = ( "IPython/core/interactiveshell.py", "IPython/terminal/interactiveshell.py", "IPython/core/async_helpers.py", "IPython/terminal/ipapp.py", "traitlets/config/application.py", "ipython/IPython/__init__.py", "ipykernel/zmqshell", "pyinstrument/magic/magic.py", ) def strip_ipython_frames_processor(frame: Frame | None, options: ProcessorOptions) -> Frame | None: """ A processor function that removes internal IPython nodes. """ if frame is None: return None for child in frame.children: strip_ipython_frames_processor(child, options=options) if child.file_path is not None and any( f in child.file_path for f in IPYTHON_INTERNAL_FILES ): delete_frame_from_tree(child, replace_with="children") break return frame ================================================ FILE: pyinstrument/middleware.py ================================================ import io import os import sys import time from django.conf import settings from django.http import HttpResponse from django.utils.module_loading import import_string from pyinstrument import Profiler from pyinstrument.renderers import Renderer from pyinstrument.renderers.html import HTMLRenderer try: from django.utils.deprecation import MiddlewareMixin except ImportError: MiddlewareMixin = object def get_renderer(path) -> Renderer: """Return the renderer instance.""" if path: try: renderer = import_string(path)() except ImportError as exc: print("Unable to import the class: %s" % path) raise exc if not isinstance(renderer, Renderer): raise ValueError(f"Renderer should subclass: {Renderer}") return renderer else: return HTMLRenderer() class ProfilerMiddleware(MiddlewareMixin): # type: ignore def process_request(self, request): profile_dir = getattr(settings, "PYINSTRUMENT_PROFILE_DIR", None) func_or_path = getattr(settings, "PYINSTRUMENT_SHOW_CALLBACK", None) if isinstance(func_or_path, str): show_pyinstrument = import_string(func_or_path) elif callable(func_or_path): show_pyinstrument = func_or_path else: show_pyinstrument = lambda request: True if ( show_pyinstrument(request) and getattr(settings, "PYINSTRUMENT_URL_ARGUMENT", "profile") in request.GET ) or profile_dir: interval: float = getattr(settings, "PYINSTRUMENT_INTERVAL", 0.001) profiler = Profiler(interval=interval) profiler.start() request.profiler = profiler def process_response(self, request, response): if hasattr(request, "profiler"): profile_session = request.profiler.stop() default_filename_template = "{total_time:.3f}s {path} {timestamp:.0f}.{ext}" configured_renderer = getattr(settings, "PYINSTRUMENT_PROFILE_DIR_RENDERER", None) renderer = get_renderer(configured_renderer) output = renderer.render(profile_session) profile_dir = getattr(settings, "PYINSTRUMENT_PROFILE_DIR", None) filename_cb = getattr(settings, "PYINSTRUMENT_FILENAME_CALLBACK", None) filename_template = getattr( settings, "PYINSTRUMENT_FILENAME", default_filename_template ) # Limit the length of the file name (255 characters is the max limit on major current OS, but it is rather # high and the other parts (see line 36) are to be taken into account; so a hundred will be fine here). path = request.get_full_path().replace("/", "_")[:100] # Swap ? for _qs_ on Windows, as it does not support ? in filenames. if sys.platform in ["win32", "cygwin"]: path = path.replace("?", "_qs_") if profile_dir: if filename_cb and callable(filename_cb): filename = filename_cb(request, profile_session, renderer) if not isinstance(filename, str): raise ValueError("Filename callback return value should be a string") else: filename = filename_template.format( total_time=profile_session.duration, path=path, timestamp=time.time(), ext=renderer.output_file_extension, ) file_path = os.path.join(profile_dir, filename) if not os.path.exists(profile_dir): os.mkdir(profile_dir) with open(file_path, "w", encoding="utf-8") as f: f.write(output) if getattr(settings, "PYINSTRUMENT_URL_ARGUMENT", "profile") in request.GET: if isinstance(renderer, HTMLRenderer): return HttpResponse(output) # type: ignore else: renderer = HTMLRenderer() output = renderer.render(profile_session) return HttpResponse(output) # type: ignore else: return response else: return response ================================================ FILE: pyinstrument/processors.py ================================================ """ Processors are functions that take a Frame object, and mutate the tree to perform some task. They can mutate the tree in-place, but also can change the root frame, they should always be called like:: frame = processor(frame, options=...) """ from __future__ import annotations import re from typing import Any, Callable, Dict, Union from pyinstrument.frame import SELF_TIME_FRAME_IDENTIFIER, Frame, FrameGroup from pyinstrument.frame_ops import combine_frames, delete_frame_from_tree # pyright: strict ProcessorType = Callable[..., Union[Frame, None]] ProcessorOptions = Dict[str, Any] def remove_importlib(frame: Frame | None, options: ProcessorOptions) -> Frame | None: """ Removes `` Frame | None: """ Removes frames that have set a local `__tracebackhide__` (e.g. `__tracebackhide__ = True`), to hide them from the output. """ if frame is None: return None for child in frame.children: remove_tracebackhide(child, options=options) if child.has_tracebackhide: # remove this node, moving the self_time and children up to the parent delete_frame_from_tree(child, replace_with="children") return frame def aggregate_repeated_calls(frame: Frame | None, options: ProcessorOptions) -> Frame | None: """ Converts a timeline into a time-aggregate summary. Adds together calls along the same call stack, so that repeated calls appear as the same frame. Removes time-linearity - frames are sorted according to total time spent. Useful for outputs that display a summary of execution (e.g. text and html outputs) """ if frame is None: return None children_by_identifier: dict[str, Frame] = {} # iterate over a copy of the children since it's going to mutate while we're iterating for child in frame.children: if child.identifier in children_by_identifier: aggregate_frame = children_by_identifier[child.identifier] # combine child into aggregate frame, removing it from the tree combine_frames(child, into=aggregate_frame) else: # never seen this identifier before. It becomes the aggregate frame. children_by_identifier[child.identifier] = child # recurse into the children for child in frame.children: aggregate_repeated_calls(child, options=options) # sort the children by time # we use the internal _children list, because we need to mutate it frame._children.sort(key=lambda c: c.time, reverse=True) # type: ignore # noqa return frame def group_library_frames_processor(frame: Frame | None, options: ProcessorOptions) -> Frame | None: """ Groups frames that should be hidden into :class:`FrameGroup` objects, according to ``hide_regex`` and ``show_regex`` in the options dict, as applied to the file path of the source code of the frame. If both match, 'show' has precedence. Options: ``hide_regex`` regular expression, which if matches the file path, hides the frame in a frame group. ``show_regex`` regular expression, which if matches the file path, ensures the frame is not hidden Single frames are not grouped, there must be at least two frames in a group. """ if frame is None: return None hide_regex: str | None = options.get("hide_regex") show_regex: str | None = options.get("show_regex") def should_be_hidden(frame: Frame): frame_file_path = frame.file_path or "" should_show = (show_regex is not None) and re.match(show_regex, frame_file_path) should_hide = (hide_regex is not None) and re.match(hide_regex, frame_file_path) # check for explicit user show/hide rules. 'show' has precedence. if should_show: return False if should_hide: return True return not frame.is_application_code def add_frames_to_group(frame: Frame, group: FrameGroup): group.add_frame(frame) for child in frame.children: if should_be_hidden(child): add_frames_to_group(child, group) for child in frame.children: if not child.group and ( should_be_hidden(child) and any(should_be_hidden(cc) for cc in child.children) ): group = FrameGroup(child) add_frames_to_group(child, group) group_library_frames_processor(child, options=options) return frame def merge_consecutive_self_time( frame: Frame | None, options: ProcessorOptions, recursive: bool = True ) -> Frame | None: """ Combines consecutive 'self time' frames. """ if frame is None: return None previous_self_time_frame = None for child in frame.children: if child.identifier == SELF_TIME_FRAME_IDENTIFIER: if previous_self_time_frame: # merge previous_self_time_frame.time += child.time child.remove_from_parent() else: # keep a reference, maybe it'll be added to on the next loop previous_self_time_frame = child else: previous_self_time_frame = None if recursive: for child in frame.children: merge_consecutive_self_time(child, options=options, recursive=True) return frame def remove_unnecessary_self_time_nodes( frame: Frame | None, options: ProcessorOptions ) -> Frame | None: """ When a frame has only one child, and that is a self-time frame, remove that node and move the time to parent, since it's unnecessary - it clutters the output and offers no additional information. """ if frame is None: return None if len(frame.children) == 1 and frame.children[0].identifier == SELF_TIME_FRAME_IDENTIFIER: delete_frame_from_tree(frame.children[0], replace_with="nothing") for child in frame.children: remove_unnecessary_self_time_nodes(child, options=options) return frame def remove_irrelevant_nodes( frame: Frame | None, options: ProcessorOptions, total_time: float | None = None ) -> Frame | None: """ Remove nodes that represent less than e.g. 1% of the output. Options: ``filter_threshold`` sets the minimum duration of a frame to be included in the output. Default: 0.01. """ if frame is None: return None if total_time is None: total_time = frame.time # prevent divide by zero if total_time <= 0: total_time = 1e-44 filter_threshold = options.get("filter_threshold", 0.01) for child in frame.children: proportion_of_total = child.time / total_time if proportion_of_total < filter_threshold: delete_frame_from_tree(child, replace_with="nothing") for child in frame.children: remove_irrelevant_nodes(child, options=options, total_time=total_time) return frame # pylint: disable=W0613 def remove_first_pyinstrument_frames_processor( frame: Frame | None, options: ProcessorOptions ) -> Frame | None: """ The first few frames when using the command line are the __main__ of pyinstrument, the eval, and the 'runpy' module. I want to remove that from the output. """ if frame is None: return None # the initial pyinstrument frame def is_initial_pyinstrument_frame(frame: Frame): return ( frame.file_path is not None and re.match(r".*pyinstrument[/\\]__main__.py", frame.file_path) and len(frame.children) > 0 ) def is_exec_frame(frame: Frame): return ( frame.proportion_of_parent > 0.8 and frame.file_path is not None and "" in frame.file_path and len(frame.children) > 0 ) def is_runpy_frame(frame: Frame): return ( frame.proportion_of_parent > 0.8 and frame.file_path is not None and (re.match(r".*runpy.py", frame.file_path) or "" in frame.file_path) and len(frame.children) > 0 ) result = frame if not is_initial_pyinstrument_frame(result): return frame result = result.children[0] if not is_exec_frame(result): return frame result = result.children[0] # at this point we know we've matched the first few frames of a command # line invocation. We'll trim some runpy frames and return. while is_runpy_frame(result): result = result.children[0] # remove this frame from the parent to make it the new root frame result.remove_from_parent() return result ================================================ FILE: pyinstrument/profiler.py ================================================ from __future__ import annotations import inspect import os import sys import time import types from pathlib import Path from time import process_time from typing import IO, Any from pyinstrument import renderers from pyinstrument.frame import AWAIT_FRAME_IDENTIFIER, OUT_OF_CONTEXT_FRAME_IDENTIFIER from pyinstrument.renderers.console import FlatTimeMode from pyinstrument.session import Session from pyinstrument.stack_sampler import AsyncState, StackSampler, build_call_stack, get_stack_sampler from pyinstrument.typing import LiteralStr, TypeAlias from pyinstrument.util import file_supports_color, file_supports_unicode # pyright: strict class ActiveProfilerSession: frame_records: list[tuple[list[str], float]] def __init__( self, start_time: float, start_process_time: float, start_call_stack: list[str], target_description: str, interval: float, ) -> None: self.start_time = start_time self.start_process_time = start_process_time self.start_call_stack = start_call_stack self.frame_records = [] self.target_description = target_description self.interval = interval AsyncMode: TypeAlias = LiteralStr["enabled", "disabled", "strict"] class Profiler: """ The profiler - this is the main way to use pyinstrument. """ _last_session: Session | None _active_session: ActiveProfilerSession | None _interval: float _async_mode: AsyncMode use_timing_thread: bool | None def __init__( self, interval: float = 0.001, async_mode: AsyncMode = "enabled", use_timing_thread: bool | None = None, ): """ Note the profiling will not start until :func:`start` is called. :param interval: See :attr:`interval`. :param async_mode: See :attr:`async_mode`. :param use_timing_thread: If True, the profiler will use a separate thread to keep track of time. This is useful if you're on a system where getting the time has significant overhead. """ self._interval = interval self._last_session = None self._active_session = None self._async_mode = async_mode self.use_timing_thread = use_timing_thread @property def interval(self) -> float: """ The minimum time, in seconds, between each stack sample. This translates into the resolution of the sampling. """ return self._interval @property def async_mode(self) -> AsyncMode: """ Configures how this Profiler tracks time in a program that uses async/await. ``enabled`` When this profiler sees an ``await``, time is logged in the function that awaited, rather than observing other coroutines or the event loop. ``disabled`` This profiler doesn't attempt to track ``await``. In a program that uses async/await, this will interleave other coroutines and event loop machinery in the profile. Use this option if async support is causing issues in your use case, or if you want to run multiple profilers at once. ``strict`` Instructs the profiler to only profile the current `async context `_. Frames that are observed in an other context are ignored, tracked instead as ````. """ return self._async_mode @property def last_session(self) -> Session | None: """ The previous session recorded by the Profiler. """ return self._last_session def start( self, caller_frame: types.FrameType | None = None, target_description: str | None = None ): """ Instructs the profiler to start - to begin observing the program's execution and recording frames. The normal way to invoke ``start()`` is with a new instance, but you can restart a Profiler that was previously running, too. The sessions are combined. :param caller_frame: Set this to override the default behaviour of treating the caller of ``start()`` as the 'start_call_stack' - the instigator of the profile. Most renderers will trim the 'root' from the call stack up to this frame, to present a simpler output. You might want to set this to ``inspect.currentframe().f_back`` if you are writing a library that wraps pyinstrument. """ if caller_frame is None: caller_frame = inspect.currentframe().f_back # type: ignore if target_description is None: if caller_frame is None: target_description = "Profile at unknown location" else: target_description = "Profile at {}:{}".format( caller_frame.f_code.co_filename, caller_frame.f_lineno ) if self.is_running: raise ValueError("Profiler is already running.") try: self._active_session = ActiveProfilerSession( start_time=time.time(), start_process_time=process_time(), start_call_stack=build_call_stack(caller_frame, "initial", None), target_description=target_description, interval=self.interval, ) use_async_context = self.async_mode != "disabled" get_stack_sampler().subscribe( self._sampler_saw_call_stack, desired_interval=self.interval, use_async_context=use_async_context, use_timing_thread=self.use_timing_thread, ) except: self._active_session = None raise def stop(self) -> Session: """ Stops the profiler observing, and sets :attr:`last_session` to the captured session. :return: The captured session. """ if not self._active_session: raise RuntimeError("This profiler is not currently running.") try: get_stack_sampler().unsubscribe(self._sampler_saw_call_stack) except StackSampler.SubscriberNotFound: raise RuntimeError( "Failed to stop profiling. Make sure that you start/stop profiling on the same thread." ) cpu_time = process_time() - self._active_session.start_process_time active_session = self._active_session self._active_session = None session = Session( frame_records=active_session.frame_records, start_time=active_session.start_time, duration=time.time() - active_session.start_time, min_interval=active_session.interval, max_interval=active_session.interval, sample_count=len(active_session.frame_records), target_description=active_session.target_description, start_call_stack=active_session.start_call_stack, cpu_time=cpu_time, sys_path=sys.path, sys_prefixes=Session.current_sys_prefixes(), ) if self.last_session is not None: # include the previous session's data too session = Session.combine(self.last_session, session) self._last_session = session return session @property def is_running(self): """ Returns `True` if this profiler is running - i.e. observing the program execution. """ return self._active_session is not None def reset(self): """ Resets the Profiler, clearing the `last_session`. """ if self.is_running: self.stop() self._last_session = None def __enter__(self): """ Context manager support. Profilers can be used in `with` blocks! See this example: .. code-block:: python with Profiler() as p: # your code here... do_some_work() # profiling has ended. let's print the output. p.print() """ self.start(caller_frame=inspect.currentframe().f_back) # type: ignore return self def __exit__(self, *args: Any): self.stop() # pylint: disable=W0613 def _sampler_saw_call_stack( self, call_stack: list[str], time_since_last_sample: float, async_state: AsyncState | None, ): if not self._active_session: raise RuntimeError( "Received a call stack without an active session. Please file an issue on pyinstrument Github describing how you made this happen!" ) if ( async_state and async_state.state == "out_of_context_awaited" and self._async_mode in ["enabled", "strict"] ): awaiting_coroutine_stack = async_state.info self._active_session.frame_records.append( ( awaiting_coroutine_stack + [AWAIT_FRAME_IDENTIFIER], time_since_last_sample, ) ) elif ( async_state and async_state.state == "out_of_context_unknown" and self._async_mode == "strict" ): context_exit_frame = async_state.info self._active_session.frame_records.append( ( context_exit_frame + [OUT_OF_CONTEXT_FRAME_IDENTIFIER], time_since_last_sample, ) ) else: # regular sync code self._active_session.frame_records.append((call_stack, time_since_last_sample)) def print( self, file: IO[str] = sys.stdout, *, unicode: bool | None = None, color: bool | None = None, show_all: bool = False, timeline: bool = False, time: LiteralStr["seconds", "percent_of_total"] = "seconds", flat: bool = False, flat_time: FlatTimeMode = "self", short_mode: bool = False, processor_options: dict[str, Any] | None = None, ): """print(file=sys.stdout, *, unicode=None, color=None, show_all=False, timeline=False, time='seconds', flat=False, flat_time='self', short_mode=False, processor_options=None) Print the captured profile to the console, as rendered by :class:`renderers.ConsoleRenderer` :param file: the IO stream to write to. Could be a file descriptor or sys.stdout, sys.stderr. Defaults to sys.stdout. See :class:`renderers.ConsoleRenderer` for the other parameters. """ if unicode is None: unicode = file_supports_unicode(file) if color is None: color = file_supports_color(file) print( self.output_text( unicode=unicode, color=color, show_all=show_all, timeline=timeline, time=time, flat=flat, flat_time=flat_time, short_mode=short_mode, processor_options=processor_options, ), file=file, ) def output_text( self, unicode: bool = False, color: bool = False, show_all: bool = False, timeline: bool = False, time: LiteralStr["seconds", "percent_of_total"] = "seconds", flat: bool = False, flat_time: FlatTimeMode = "self", short_mode: bool = False, processor_options: dict[str, Any] | None = None, ) -> str: """ Return the profile output as text, as rendered by :class:`ConsoleRenderer` See :class:`renderers.ConsoleRenderer` for parameter description. """ return self.output( renderer=renderers.ConsoleRenderer( unicode=unicode, color=color, show_all=show_all, timeline=timeline, time=time, flat=flat, flat_time=flat_time, short_mode=short_mode, processor_options=processor_options, ) ) def output_html( self, resample_interval: float | None = None, ) -> str: """ Return the profile output as HTML, as rendered by :class:`HTMLRenderer` See :class:`renderers.HTMLRenderer` for parameter description. """ return self.output(renderer=renderers.HTMLRenderer(resample_interval=resample_interval)) def write_html( self, path: str | os.PathLike[str], timeline: bool = False, show_all: bool = False, resample_interval: float | None = None, ): """ Writes the profile output as HTML to a file, as rendered by :class:`HTMLRenderer` """ file = Path(path) file.write_text( self.output( renderer=renderers.HTMLRenderer( timeline=timeline, show_all=show_all, resample_interval=resample_interval ) ), encoding="utf-8", ) def open_in_browser(self, timeline: bool = False, resample_interval: float | None = None): """ Opens the last profile session in your web browser. """ session = self._get_last_session_or_fail() return renderers.HTMLRenderer( timeline=timeline, resample_interval=resample_interval ).open_in_browser(session) def output(self, renderer: renderers.Renderer) -> str: """ Returns the last profile session, as rendered by ``renderer``. :param renderer: The renderer to use. """ session = self._get_last_session_or_fail() return renderer.render(session) def _get_last_session_or_fail(self) -> Session: if self.is_running: raise Exception("can't render profile output because this profiler is still running") if self.last_session is None: raise Exception( "can't render profile output because this profiler has not completed a profile session yet" ) return self.last_session ================================================ FILE: pyinstrument/py.typed ================================================ ================================================ FILE: pyinstrument/renderers/__init__.py ================================================ from pyinstrument.renderers.base import FrameRenderer, Renderer from pyinstrument.renderers.console import ConsoleRenderer from pyinstrument.renderers.html import HTMLRenderer from pyinstrument.renderers.jsonrenderer import JSONRenderer from pyinstrument.renderers.pstatsrenderer import PstatsRenderer from pyinstrument.renderers.session import SessionRenderer from pyinstrument.renderers.speedscope import SpeedscopeRenderer __all__ = [ "ConsoleRenderer", "FrameRenderer", "HTMLRenderer", "JSONRenderer", "PstatsRenderer", "Renderer", "SessionRenderer", "SpeedscopeRenderer", ] ================================================ FILE: pyinstrument/renderers/base.py ================================================ from __future__ import annotations import contextlib from typing import Any, List from pyinstrument import processors from pyinstrument.frame import Frame from pyinstrument.session import Session # pyright: strict ProcessorList = List[processors.ProcessorType] class Renderer: """ Abstract base class for renderers. """ output_file_extension: str = "txt" """ Renderer output file extension without dot prefix. The default value is `txt` """ output_is_binary: bool = False """ Whether the output of this renderer is binary data. The default value is `False`. """ def __init__(self): pass def render(self, session: Session) -> str: """ Return a string that contains the rendered form of `frame`. """ raise NotImplementedError() class MisconfigurationError(Exception): pass class FrameRenderer(Renderer): """ An abstract base class for renderers that process Frame objects using processor functions. Provides a common interface to manipulate the processors before rendering. """ processors: ProcessorList """ Processors installed on this renderer. This property is defined on the base class to provide a common way for users to add and manipulate them before calling :func:`render`. """ processor_options: dict[str, Any] """ Dictionary containing processor options, passed to each processor. """ show_all: bool timeline: bool def __init__( self, show_all: bool = False, timeline: bool = False, processor_options: dict[str, Any] | None = None, ): """ :param show_all: Don't hide or filter frames - show everything that pyinstrument captures. :param timeline: Instead of aggregating time, leave the samples in chronological order. :param processor_options: A dictionary of processor options. """ # processors is defined on the base class to provide a common way for users to # add to and manipulate them before calling render() self.processors = self.default_processors() self.processor_options = processor_options or {} self.show_all = show_all self.timeline = timeline if show_all: for p in ( processors.group_library_frames_processor, processors.remove_importlib, processors.remove_irrelevant_nodes, processors.remove_tracebackhide, # note: we're not removing these processors # processors.remove_unnecessary_self_time_nodes, # (still hide the inner pyinstrument synthetic frames) # processors.remove_first_pyinstrument_frames_processor, # (still hide the outer pyinstrument calling frames) ): with contextlib.suppress(ValueError): # don't care if the processor isn't in the list self.processors.remove(p) if timeline: with contextlib.suppress(ValueError): self.processors.remove(processors.aggregate_repeated_calls) def default_processors(self) -> ProcessorList: """ Return a list of processors that this renderer uses by default. """ raise NotImplementedError() def preprocess(self, root_frame: Frame | None) -> Frame | None: frame = root_frame for processor in self.processors: frame = processor(frame, options=self.processor_options) return frame def render(self, session: Session) -> str: """ Return a string that contains the rendered form of `frame`. """ raise NotImplementedError() ================================================ FILE: pyinstrument/renderers/console.py ================================================ from __future__ import annotations import math import re import textwrap import time from typing import Any, Dict, List, Tuple import pyinstrument from pyinstrument import processors from pyinstrument.frame import Frame, FrameGroup from pyinstrument.renderers.base import FrameRenderer, ProcessorList, Renderer from pyinstrument.session import Session from pyinstrument.typing import LiteralStr from pyinstrument.util import truncate # pyright: strict FlatTimeMode = LiteralStr["self", "total"] class ConsoleRenderer(FrameRenderer): """ Produces text-based output, suitable for text files or ANSI-compatible consoles. """ def __init__( self, show_all: bool = False, timeline: bool = False, processor_options: dict[str, Any] | None = None, unicode: bool = False, color: bool = False, flat: bool = False, time: LiteralStr["seconds", "percent_of_total"] = "seconds", flat_time: FlatTimeMode = "self", short_mode: bool = False, ) -> None: """ :param unicode: Use unicode, like box-drawing characters in the output. :param color: Enable color support, using ANSI color sequences. :param flat: Display a flat profile instead of a call graph. :param time: How to display the duration of each frame - ``'seconds'`` or ``'percent_of_total'`` :param flat_time: Show ``'self'`` time or ``'total'`` time (including children) in flat profile. :param short_mode: Display a short version of the output. :param show_all: See :class:`FrameRenderer`. :param timeline: See :class:`FrameRenderer`. :param processor_options: See :class:`FrameRenderer`. """ super().__init__(show_all=show_all, timeline=timeline, processor_options=processor_options) self.unicode = unicode self.color = color self.flat = flat self.time = time self.flat_time = flat_time self.short_mode = short_mode if self.flat and self.timeline: raise Renderer.MisconfigurationError("Cannot use timeline and flat options together.") self.colors = self.colors_enabled if color else self.colors_disabled def render(self, session: Session) -> str: result = self.render_preamble(session) frame = self.preprocess(session.root_frame()) indent = ". " if self.short_mode else "" precision = math.ceil(-math.log10(min(max(1e-9, session.max_interval), 1))) if frame is None: result += f"{indent}No samples were recorded.\n" else: self.root_frame = frame if self.flat: result += self.render_frame_flat(self.root_frame, precision=precision) else: result += self.render_frame( self.root_frame, precision=precision, indent=indent, child_indent=indent ) result += f"{indent}\n" if self.short_mode: result += "." * 53 + "\n\n" return result # pylint: disable=W1401 def render_preamble(self, session: Session) -> str: if self.short_mode: return textwrap.dedent( f""" pyinstrument ........................................ . . {session.target_description} . """ ) lines = [ r"", r" _ ._ __/__ _ _ _ _ _/_ ", r" /_//_/// /_\ / //_// / //_'/ // ", r"/ _/ {:>20}".format("v" + pyinstrument.__version__), ] lines[1] += " Recorded: {:<9}".format( time.strftime("%X", time.localtime(session.start_time)) ) lines[2] += f" Duration: {session.duration:<9.3f}" lines[1] += f" Samples: {session.sample_count}" lines[2] += f" CPU time: {session.cpu_time:.3f}" lines.append("") lines.append(session.target_description) lines.append("") lines.append("") return "\n".join(lines) def should_render_frame(self, frame: Frame) -> bool: if frame.group and not self.should_ignore_group(frame.group): return self.should_render_frame_in_group(frame) return True def should_render_frame_in_group(self, frame: Frame) -> bool: # Only render the root frame, or frames that are significant assert frame.group return ( frame.group.root == frame or frame.total_self_time > 0.2 * self.root_frame.time or frame in frame.group.exit_frames ) def should_ignore_group(self, group: FrameGroup) -> bool: """ If a group is ignored, its frames are all printed - they're not hidden. """ hidden_frames = [f for f in group.frames if not self.should_render_frame_in_group(f)] # don't bother printing groups with one/zero hidden frames return len(hidden_frames) < 2 def group_description(self, group: FrameGroup) -> str: hidden_frames = [f for f in group.frames if not self.should_render_frame(f)] libraries = self.libraries_for_frames(hidden_frames) return "[{count} frames hidden] {c.faint}{libraries}{c.end}\n".format( count=len(hidden_frames), libraries=truncate(", ".join(libraries), 40), c=self.colors, ) def libraries_for_frames(self, frames: list[Frame]) -> list[str]: libraries: list[str] = [] for frame in frames: if frame.file_path_short: library = re.split(r"[\\/\.]", frame.file_path_short, maxsplit=1)[0] if library and library not in libraries: libraries.append(library) return libraries def render_frame( self, frame: Frame, precision: int, indent: str = "", child_indent: str = "" ) -> str: if self.should_render_frame(frame): result = f"{indent}{self.frame_description(frame, precision=precision)}\n" if self.unicode: indents = {"├": "├─ ", "│": "│ ", "└": "└─ ", " ": " "} else: indents = {"├": "|- ", "│": "| ", "└": "`- ", " ": " "} if ( frame.group and frame.group.root == frame and not self.should_ignore_group(frame.group) ): result += f"{child_indent} {self.group_description(frame.group)}" for key in indents: indents[key] = " " else: result = "" indents = {"├": "", "│": "", "└": "", " ": ""} if frame.children: children_to_be_rendered_indices = [ i for i, f in enumerate(frame.children) if self.should_render_frame(f) ] last_rendered_child_index = ( children_to_be_rendered_indices[-1] if children_to_be_rendered_indices else -1 ) for i, child in enumerate(frame.children): if i < last_rendered_child_index: c_indent = child_indent + indents["├"] cc_indent = child_indent + indents["│"] else: c_indent = child_indent + indents["└"] cc_indent = child_indent + indents[" "] result += self.render_frame( child, precision=precision, indent=c_indent, child_indent=cc_indent ) return result def render_frame_flat(self, frame: Frame, precision: int) -> str: def walk(frame: Frame): frame_id_to_time[frame.identifier] = ( frame_id_to_time.get(frame.identifier, 0) + frame.total_self_time if self.flat_time == "self" else frame.time ) frame_id_to_frame[frame.identifier] = frame for child in frame.children: walk(child) frame_id_to_time: Dict[str, float] = {} frame_id_to_frame: Dict[str, Frame] = {} walk(frame) id_time_pairs: List[Tuple[str, float]] = sorted( frame_id_to_time.items(), key=(lambda item: item[1]), reverse=True ) if not self.show_all: # remove nodes that represent less than 0.1% of the total time id_time_pairs = [ pair for pair in id_time_pairs if pair[1] / self.root_frame.time > 0.001 ] result = "" for frame_id, self_time in id_time_pairs: result += self.frame_description( frame_id_to_frame[frame_id], precision=precision, override_time=self_time ) result += "\n" return result def frame_description( self, frame: Frame, *, precision: int = 3, override_time: float | None = None ) -> str: time = override_time if override_time is not None else frame.time time_color = self._ansi_color_for_time(time) if self.time == "percent_of_total": time_str = f"{self.frame_proportion_of_total_time(time) * 100:.1f}%" else: time_str = f"{time:.{precision}f}" value_str = f"{time_color}{time_str}{self.colors.end}" class_name = frame.class_name if class_name: function_name = f"{class_name}.{frame.function}" else: function_name = frame.function function_color = self._ansi_color_for_name(frame) function_str = f"{function_color}{function_name}{self.colors.end}" code_position_short = frame.code_position_short() if code_position_short: code_position_str = f"{self.colors.faint}{code_position_short}{self.colors.end}" else: code_position_str = "" return f"{value_str} {function_str} {code_position_str}" def frame_proportion_of_total_time(self, time: float) -> float: if self.root_frame.time == 0: return 1 return time / self.root_frame.time def _ansi_color_for_time(self, time: float) -> str: proportion_of_total = self.frame_proportion_of_total_time(time) if proportion_of_total > 0.6: return self.colors.red elif proportion_of_total > 0.2: return self.colors.yellow elif proportion_of_total > 0.05: return self.colors.green else: return self.colors.bright_green + self.colors.faint def _ansi_color_for_name(self, frame: Frame) -> str: if frame.is_application_code: return self.colors.bg_dark_blue_255 + self.colors.white_255 else: return "" def default_processors(self) -> ProcessorList: return [ processors.remove_importlib, processors.remove_tracebackhide, processors.merge_consecutive_self_time, processors.aggregate_repeated_calls, processors.remove_irrelevant_nodes, processors.remove_unnecessary_self_time_nodes, processors.remove_first_pyinstrument_frames_processor, processors.group_library_frames_processor, ] class colors_enabled: red = "\033[31m" green = "\033[32m" yellow = "\033[33m" blue = "\033[34m" cyan = "\033[36m" bright_green = "\033[92m" white = "\033[37m\033[97m" bg_dark_blue_255 = "\033[48;5;24m" white_255 = "\033[38;5;15m" bold = "\033[1m" faint = "\033[2m" end = "\033[0m" class colors_disabled: red = "" green = "" yellow = "" blue = "" cyan = "" bright_green = "" white = "" bg_dark_blue_255 = "" white_255 = "" bold = "" faint = "" end = "" ================================================ FILE: pyinstrument/renderers/html.py ================================================ from __future__ import annotations import codecs import json import sys import tempfile import urllib.parse import warnings import webbrowser from pathlib import Path from typing import Any from pyinstrument.renderers.base import FrameRenderer, ProcessorList, Renderer from pyinstrument.session import Session # pyright: strict class HTMLRenderer(Renderer): """ Renders a rich, interactive web page, as a string of HTML. """ output_file_extension = "html" preprocessors: ProcessorList """ Preprocessors installed on this renderer. This property is similar to :attr:`FrameRenderer.processors`, but all pyinstrument's processing is done in the webapp, so these are only used to modify the JSON data sent to the webapp. For example, you might want to use preprocessors to remove unneeded frames from the data to reduce the size of the HTML file. """ preprocessor_options: dict[str, Any] """ Options to pass to the preprocessors, like :attr:`FrameRenderer.processor_options`. """ def __init__( self, *, resample_interval: float | None = None, show_all: bool = False, timeline: bool = False, ): """ :param resample_interval: Controls how the renderer deals with very large sessions. The typically struggles with sessions of more than 100,000 samples. If the session has more samples than this number, it will be automatically resampled to a coarser interval. You can control this interval with this parameter. If None (the default), the interval will be chosen automatically. Setting this to 0 disables resampling. """ super().__init__() if show_all: warnings.warn( f"the show_all option is deprecated on the HTML renderer, and has no effect. Use the view options in the webpage instead.", DeprecationWarning, stacklevel=3, ) if timeline: warnings.warn( f"timeline is deprecated on the HTML renderer, and has no effect. Use the timeline view in the webpage instead.", DeprecationWarning, stacklevel=3, ) self.resample_interval = resample_interval # These settings are passed down to JSONForHTMLRenderer, and can be # used to modify its output. E.g. they can be used to lower the size # of the output file, by excluding function calls which take a small # fraction of total time. self.preprocessors = [] self.preprocessor_options = {} def render(self, session: Session): if len(session.frame_records) > 100_000: original_session = session resample_interval = self.resample_interval if resample_interval is None: # auto mode: choose an interval that gives us 0.01% resolution resample_interval = session.duration / 10000 if resample_interval > 0: session = original_session.resample(interval=resample_interval) while len(session.frame_records) > 100_000: resample_interval *= 2 session = original_session.resample(interval=resample_interval) print( f"pyinstrument: session has {len(original_session.frame_records)} samples, which is too many for the HTML renderer to handle. Resampled to {len(session.frame_records)} samples with interval {resample_interval:.6f} seconds. Set the renderer option resample_interval to control this behaviour.", file=sys.stderr, ) json_renderer = JSONForHTMLRenderer() json_renderer.processors = self.preprocessors json_renderer.processor_options = self.preprocessor_options session_json = json_renderer.render(session) resources_dir = Path(__file__).parent / "html_resources" js_file = resources_dir / "app.js" css_file = resources_dir / "app.css" if not js_file.exists() or not css_file.exists(): raise RuntimeError( "Could not find app.js / app.css. Perhaps you need to run bin/build_js_bundle.py?" ) js = js_file.read_text(encoding="utf-8") css = css_file.read_text(encoding="utf-8") page = f"""
""" return page def open_in_browser(self, session: Session, output_filename: str | None = None): """ Open the rendered HTML in a webbrowser. If output_filename=None (the default), a tempfile is used. The filename of the HTML file is returned. """ if output_filename is None: output_file = tempfile.NamedTemporaryFile(suffix=".html", delete=False) output_filename = output_file.name with codecs.getwriter("utf-8")(output_file) as f: f.write(self.render(session)) else: with codecs.open(output_filename, "w", "utf-8") as f: f.write(self.render(session)) url = urllib.parse.urlunparse(("file", "", output_filename, "", "", "")) webbrowser.open(url) return output_filename class JSONForHTMLRenderer(FrameRenderer): """ The HTML takes a special form of JSON-encoded session, which includes an unprocessed frame tree rather than a list of frame records. This reduces the amount of parsing code that must be included in the Typescript renderer. 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No samples recorded.
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""" output_file_extension = "json" def __init__(self, **kwargs: Any): super().__init__(**kwargs) def render_frame(self, frame: Frame | None): if frame is None: return "null" # we don't use the json module because it uses 2x stack frames, so # crashes on deep but valid call stacks property_decls: list[str] = [] property_decls.append('"function": %s' % encode_str(frame.function)) property_decls.append('"file_path_short": %s' % encode_str(frame.file_path_short or "")) property_decls.append('"file_path": %s' % encode_str(frame.file_path or "")) property_decls.append('"line_no": %d' % (frame.line_no or 0)) property_decls.append('"time": %f' % frame.time) property_decls.append('"await_time": %f' % frame.await_time()) property_decls.append( '"is_application_code": %s' % encode_bool(frame.is_application_code or False) ) # can't use list comprehension here because it uses two stack frames each time. children_jsons: list[str] = [] for child in frame.children: children_jsons.append(self.render_frame(child)) property_decls.append('"children": [%s]' % ",".join(children_jsons)) if frame.group: property_decls.append('"group_id": %s' % encode_str(frame.group.id)) if frame.class_name: property_decls.append('"class_name": %s' % encode_str(frame.class_name)) return "{%s}" % ",".join(property_decls) def render(self, session: Session): frame = self.preprocess(session.root_frame()) property_decls: list[str] = [] property_decls.append('"start_time": %f' % session.start_time) property_decls.append('"duration": %f' % session.duration) property_decls.append('"sample_count": %d' % session.sample_count) property_decls.append('"target_description": %s' % encode_str(session.target_description)) property_decls.append('"cpu_time": %f' % session.cpu_time) property_decls.append('"root_frame": %s' % self.render_frame(frame)) return "{%s}\n" % ",".join(property_decls) def default_processors(self) -> ProcessorList: return [ processors.remove_importlib, processors.remove_tracebackhide, processors.merge_consecutive_self_time, processors.aggregate_repeated_calls, processors.remove_irrelevant_nodes, processors.remove_unnecessary_self_time_nodes, processors.remove_first_pyinstrument_frames_processor, processors.group_library_frames_processor, ] ================================================ FILE: pyinstrument/renderers/pstatsrenderer.py ================================================ from __future__ import annotations import marshal from typing import Any, Dict, Tuple from pyinstrument import processors from pyinstrument.frame import Frame from pyinstrument.renderers.base import FrameRenderer, ProcessorList from pyinstrument.session import Session # pyright: strict FrameKey = Tuple[str, int, str] CallerValue = Tuple[float, int, float, float] FrameValue = Tuple[float, int, float, float, Dict[FrameKey, CallerValue]] StatsDict = Dict[FrameKey, FrameValue] class PstatsRenderer(FrameRenderer): """ Outputs a marshaled dict, containing processed frames in pstat format, suitable for processing by gprof2dot and snakeviz. """ output_file_extension = "pstats" output_is_binary = True def __init__(self, **kwargs: Any): super().__init__(**kwargs) def frame_key(self, frame: Frame) -> FrameKey: return (frame.file_path or "", frame.line_no or 0, frame.function) def render_frame(self, frame: Frame | None, stats: StatsDict) -> None: if frame is None: return key = self.frame_key(frame) if key not in stats: # create a new entry # being a statistical profiler, we don't know the exact call time or # number of calls, they're stubbed out call_time = -1 number_calls = -1 total_time = 0 cumulative_time = 0 callers: dict[FrameKey, CallerValue] = {} else: call_time, number_calls, total_time, cumulative_time, callers = stats[key] # update the total time and cumulative time total_time += frame.total_self_time cumulative_time += frame.time if frame.parent: parent_key = self.frame_key(frame.parent) if parent_key not in callers: p_call_time = -1 p_number_calls = -1 p_total_time = 0 p_cumulative_time = 0 else: p_call_time, p_number_calls, p_total_time, p_cumulative_time = callers[parent_key] p_total_time += frame.total_self_time p_cumulative_time += frame.time callers[parent_key] = p_call_time, p_number_calls, p_total_time, p_cumulative_time stats[key] = (call_time, number_calls, total_time, cumulative_time, callers) for child in frame.children: if not child.is_synthetic: self.render_frame(child, stats) def render(self, session: Session): frame = self.preprocess(session.root_frame()) stats: StatsDict = {} self.render_frame(frame, stats) # marshal.dumps returns bytes, so we need to decode it to a string # using surrogateescape return marshal.dumps(stats).decode(encoding="utf-8", errors="surrogateescape") def default_processors(self) -> ProcessorList: return [ processors.remove_importlib, processors.remove_tracebackhide, processors.merge_consecutive_self_time, processors.aggregate_repeated_calls, processors.remove_irrelevant_nodes, processors.remove_unnecessary_self_time_nodes, processors.remove_first_pyinstrument_frames_processor, ] ================================================ FILE: pyinstrument/renderers/session.py ================================================ import json from pyinstrument.renderers.base import Renderer from pyinstrument.session import Session class SessionRenderer(Renderer): output_file_extension: str = "pyisession" def __init__(self, tree_format: bool = False): super().__init__() self.tree_format = tree_format def render(self, session: Session) -> str: return json.dumps(session.to_json()) ================================================ FILE: pyinstrument/renderers/speedscope.py ================================================ from __future__ import annotations import json import time from dataclasses import dataclass from enum import Enum from typing import Any, Dict, Union from pyinstrument import processors from pyinstrument.frame import Frame from pyinstrument.renderers.base import FrameRenderer, ProcessorList from pyinstrument.session import Session # pyright: strict @dataclass(frozen=True, eq=True) class SpeedscopeFrame: """ Data class to store data needed for speedscope's concept of a frame, hereafter referred to as a "speedscope frame", as opposed to a "pyinstrument frame". This type must be hashable in order to use it as a dictionary key; a dictionary will be used to track unique speedscope frames. """ name: str | None file: str | None line: int | None class SpeedscopeEventType(Enum): """Enum representing the only two types of speedscope frame events""" OPEN = "O" CLOSE = "C" @dataclass class SpeedscopeEvent: """ Data class to store speedscope's concept of an "event", which corresponds to opening or closing stack frames as functions or methods are entered or exited. """ type: SpeedscopeEventType at: float frame: int @dataclass class SpeedscopeProfile: """ Data class to store speedscope's concept of a "profile". """ name: str events: list[SpeedscopeEvent] end_value: float start_value: float = 0.0 type: str = "evented" unit: str = "seconds" @dataclass class SpeedscopeFile: """ Data class encoding fields in speedscope's JSON file schema """ name: str profiles: list[SpeedscopeProfile] shared: dict[str, list[SpeedscopeFrame]] schema: str = "https://www.speedscope.app/file-format-schema.json" active_profile_index: None = None exporter: str = "pyinstrument" SpeedscopeFrameDictType = Dict[str, Union[str, int, None]] SpeedscopeEventDictType = Dict[str, Union[SpeedscopeEventType, float, int]] class SpeedscopeEncoder(json.JSONEncoder): """ Encoder class used by json.dumps to serialize the various speedscope data classes. """ def default(self, o: Any) -> Any: if isinstance(o, SpeedscopeFile): return { "$schema": o.schema, "name": o.name, "activeProfileIndex": o.active_profile_index, "exporter": o.exporter, "profiles": o.profiles, "shared": o.shared, } if isinstance(o, SpeedscopeProfile): return { "type": o.type, "name": o.name, "unit": o.unit, "startValue": o.start_value, "endValue": o.end_value, "events": o.events, } if isinstance(o, (SpeedscopeFrame, SpeedscopeEvent)): d: SpeedscopeFrameDictType | SpeedscopeEventDictType = o.__dict__ return d if isinstance(o, SpeedscopeEventType): return o.value return json.JSONEncoder.default(self, o) class SpeedscopeRenderer(FrameRenderer): """ Outputs a tree of JSON conforming to the speedscope schema documented at wiki: https://github.com/jlfwong/speedscope/wiki/Importing-from-custom-sources schema: https://www.speedscope.app/file-format-schema.json spec: https://github.com/jlfwong/speedscope/blob/main/src/lib/file-format-spec.ts example: https://github.com/jlfwong/speedscope/blob/main/sample/profiles/speedscope/0.0.1/simple.speedscope.json """ output_file_extension = "speedscope.json" def __init__(self, **kwargs: Any): super().__init__(**kwargs) # Member holding a running total of wall clock time needed to # compute the times at which events occur self._event_time: float = 0.0 # Map of speedscope frames to speedscope frame indices, needed # to construct evented speedscope profiles; exploits LIFO # property of popinfo method in Python 3.7+ dictionaries. This # dictionary is used to build up the "shared" JSON array in # speedscope's schema. self._frame_to_index: dict[SpeedscopeFrame, int] = {} def render_frame(self, frame: Frame | None) -> list[SpeedscopeEvent]: """ Builds up a list of speedscope events that are used to populate the "events" array in speedscope-formatted JSON. This method has two notable side effects: * it populates the self._frame_to_index dictionary that matches speedscope frames with their positions in the "shared" array of speedscope output; this dictionary will be used to write this "shared" array in the render method * it accumulates a running total of time elapsed by accumulating the self_time spent in each pyinstrument frame; this running total is used by speedscope events to construct a flame chart. """ # if frame is None, recursion bottoms out; no event frames # need to be added if frame is None: return [] # Otherwise, form a speedscope frame and add it to the frame # to index map if the frame is not already a key in that map. sframe = SpeedscopeFrame(frame.function, frame.file_path, frame.line_no) if sframe not in self._frame_to_index: self._frame_to_index[sframe] = len(self._frame_to_index) # Get the frame index and add a speedscope event corresponding # to opening a stack frame. sframe_index = self._frame_to_index[sframe] open_event = SpeedscopeEvent(SpeedscopeEventType.OPEN, self._event_time, sframe_index) events_array: list[SpeedscopeEvent] = [open_event] # Add stack frame open and close events for all child frames # of this frame. for child in frame.children: events_array.extend(self.render_frame(child)) # Update event time for closing this stack frame. # # If number of frames approaches 1e16 * desired accuracy # level, consider using Neumaier-Kahan summation; improves # worst-case relative accuracy of sum from O(num_summands * # eps) to (2 * eps + O(num_summands * eps * eps)), where eps # is IEEE-754 double precision unit roundoff, approximately # 1e-16. Average case relative accuracy expressions replace # num_summands with sqrt(num_summands). However, Kahan # summation quadruples operation count of sum, and Neumaier # variant also adds a branch & swap for each summand. Pairwise # summation isn't an option here because a running total is # needed. self._event_time += frame.absorbed_time if frame.is_synthetic_leaf: # only time contained within leaf nodes is real time i.e. not the sum of children self._event_time += frame.time # Add event closing this stack frame. close_event = SpeedscopeEvent(SpeedscopeEventType.CLOSE, self._event_time, sframe_index) events_array.append(close_event) return events_array def render(self, session: Session): frame = self.preprocess(session.root_frame()) id_: str = time.strftime("%Y-%m-%dT%H-%M-%S", time.localtime(session.start_time)) name: str = f"CPU profile for '{session.target_description}' at {id_}" sprofile_list: list[SpeedscopeProfile] = [ SpeedscopeProfile(name, self.render_frame(frame), session.duration) ] # Exploits Python 3.7+ dictionary property of iterating over # keys in insertion order to build the list of speedscope # frames. sframe_list: list[SpeedscopeFrame] = [sframe for sframe in iter(self._frame_to_index)] shared_dict = {"frames": sframe_list} speedscope_file = SpeedscopeFile(name, sprofile_list, shared_dict) return "%s\n" % json.dumps(speedscope_file, cls=SpeedscopeEncoder) def default_processors(self) -> ProcessorList: """ Default Processors for speedscope renderer; note that processors.aggregate_repeated_calls is removed because speedscope is a timeline-based format. """ return [ processors.remove_importlib, processors.remove_tracebackhide, processors.merge_consecutive_self_time, processors.remove_irrelevant_nodes, processors.remove_unnecessary_self_time_nodes, processors.remove_first_pyinstrument_frames_processor, ] ================================================ FILE: pyinstrument/session.py ================================================ from __future__ import annotations import json import os import sys from collections import deque from typing import Any, Sequence from pyinstrument.frame import Frame from pyinstrument.frame_info import frame_info_get_identifier from pyinstrument.frame_ops import FrameRecordType, build_frame_tree from pyinstrument.typing import PathOrStr # pyright: strict ASSERTION_MESSAGE = ( "Please raise an issue at https://github.com/joerick/pyinstrument/issues and " "let me know how you caused this error!" ) class Session: def __init__( self, frame_records: list[FrameRecordType], start_time: float, duration: float, min_interval: float, max_interval: float, sample_count: int, start_call_stack: list[str], target_description: str, cpu_time: float, sys_path: list[str], sys_prefixes: list[str], ): """Session() Represents a profile session, contains the data collected during a profile session. :meta private: """ self.frame_records = frame_records self.start_time = start_time self.duration = duration self.min_interval = min_interval self.max_interval = max_interval self.sample_count = sample_count self.start_call_stack = start_call_stack self.target_description = target_description self.cpu_time = cpu_time self.sys_path = sys_path self.sys_prefixes = sys_prefixes self._short_file_path_cache = {} @staticmethod def load(filename: PathOrStr) -> Session: """ Load a previously saved session from disk. :param filename: The path to load from. :rtype: Session """ with open(filename) as f: return Session.from_json(json.load(f)) def save(self, filename: PathOrStr) -> None: """ Saves a Session object to disk, in a JSON format. :param filename: The path to save to. Using the ``.pyisession`` extension is recommended. """ with open(filename, "w") as f: json.dump(self.to_json(), f) def to_json(self, include_frame_records: bool = True): result: dict[str, Any] = { "start_time": self.start_time, "duration": self.duration, "min_interval": self.min_interval, "max_interval": self.max_interval, "sample_count": self.sample_count, "start_call_stack": self.start_call_stack, "target_description": self.target_description, "cpu_time": self.cpu_time, "sys_path": self.sys_path, "sys_prefixes": self.sys_prefixes, } if include_frame_records: result["frame_records"] = self.frame_records return result @staticmethod def from_json(json_dict: dict[str, Any]): return Session( frame_records=json_dict["frame_records"], start_time=json_dict["start_time"], min_interval=json_dict.get("min_interval", 0.001), max_interval=json_dict.get("max_interval", 0.001), duration=json_dict["duration"], sample_count=json_dict["sample_count"], start_call_stack=json_dict["start_call_stack"], target_description=json_dict["target_description"], cpu_time=json_dict["cpu_time"] or 0, sys_path=json_dict.get("sys_path", sys.path), sys_prefixes=json_dict.get("sys_prefixes", Session.current_sys_prefixes()), ) @staticmethod def combine(session1: Session, session2: Session) -> Session: """ Combines two :class:`Session` objects. Sessions that are joined in this way probably shouldn't be interpreted as timelines, because the samples are simply concatenated. But aggregate views (the default) of this data will work. :rtype: Session """ if session1.start_time > session2.start_time: # swap them around so that session1 is the first one session1, session2 = session2, session1 return Session( frame_records=session1.frame_records + session2.frame_records, start_time=session1.start_time, min_interval=min(session1.min_interval, session2.min_interval), max_interval=max(session1.max_interval, session2.max_interval), duration=session1.duration + session2.duration, sample_count=session1.sample_count + session2.sample_count, start_call_stack=session1.start_call_stack, target_description=session1.target_description, cpu_time=session1.cpu_time + session2.cpu_time, sys_path=( session1.sys_path + [p for p in session2.sys_path if p not in session1.sys_path] ), sys_prefixes=list(set([*session1.sys_prefixes, *session2.sys_prefixes])), ) @staticmethod def current_sys_prefixes() -> list[str]: return [sys.prefix, sys.base_prefix, sys.exec_prefix, sys.base_exec_prefix] def root_frame(self, trim_stem: bool = True) -> Frame | None: """ Parses the internal frame records and returns a tree of :class:`Frame` objects. This object can be rendered using a :class:`Renderer` object. :rtype: A :class:`Frame` object, or None if the session is empty. """ root_frame = build_frame_tree(self.frame_records, context=self) if root_frame is None: return None if trim_stem: root_frame = self._trim_stem(root_frame) return root_frame def _trim_stem(self, frame: Frame): # trim the start of the tree before any branches. # we also don't want to trim beyond the call to profiler.start() start_stack = deque(frame_info_get_identifier(info) for info in self.start_call_stack) if start_stack.popleft() != frame.identifier: # the frame doesn't match where the profiler was started. Don't trim. return frame while frame.total_self_time == 0 and len(frame.children) == 1: # check child matches the start_call_stack, otherwise stop descending if len(start_stack) == 0 or frame.children[0].identifier != start_stack.popleft(): break frame = frame.children[0] frame.remove_from_parent() return frame _short_file_path_cache: dict[str, str] def shorten_path(self, path: str) -> str: """ Shorten a path to a more readable form, relative to sys_path. Used by Frame.short_file_path. """ if path in self._short_file_path_cache: return self._short_file_path_cache[path] result = path # if os.sep doesn't appear, probably not a file path at all, more # likely or similar if len(path.split(os.sep)) > 1: for sys_path_entry in self.sys_path: # On Windows, if path and sys_path_entry are on # different drives, relpath will result in exception, # because it cannot compute a relpath in this case. # The root cause is that on Windows, there is no root # dir like '/' on Linux. try: candidate = os.path.relpath(path, sys_path_entry) except ValueError: continue if not result or (len(candidate.split(os.sep)) < len(result.split(os.sep))): result = candidate self._short_file_path_cache[path] = result return result @staticmethod def _resample_frame_records( frame_records: Sequence[FrameRecordType], interval: float ) -> list[FrameRecordType]: """ Resample frame records to a given interval. Discards samples as needed. """ result: list[FrameRecordType] = [] accumulated_time = 0.0 for frame_info_stack, time in frame_records: accumulated_time += time if accumulated_time >= interval: result.append((frame_info_stack, accumulated_time)) accumulated_time = accumulated_time % interval return result def resample(self, interval: float) -> Session: """ Returns a new Session object with frame records resampled to the given interval. :param interval: The desired sampling interval in seconds. :rtype: Session """ new_frame_records = self._resample_frame_records(self.frame_records, interval) return Session( frame_records=new_frame_records, start_time=self.start_time, duration=self.duration, min_interval=interval, max_interval=interval, sample_count=len(new_frame_records), start_call_stack=self.start_call_stack, target_description=self.target_description, cpu_time=self.cpu_time, sys_path=self.sys_path, sys_prefixes=self.sys_prefixes, ) ================================================ FILE: pyinstrument/stack_sampler.py ================================================ from __future__ import annotations import os import sys import textwrap import threading import timeit import types from contextvars import ContextVar from typing import Any, Callable, List, NamedTuple, Optional from pyinstrument.low_level.stat_profile import ( get_frame_info, measure_timing_overhead, setstatprofile, walltime_coarse_resolution, ) from pyinstrument.low_level.types import TimerType from pyinstrument.typing import LiteralStr from pyinstrument.util import format_float_with_sig_figs, strtobool, unwrap # pyright: strict thread_locals = threading.local() StackSamplerSubscriberTarget = Callable[[List[str], float, Optional["AsyncState"]], None] IGNORE_OVERHEAD_WARNING = strtobool(os.environ.get("PYINSTRUMENT_IGNORE_OVERHEAD_WARNING", "0")) class StackSamplerSubscriber: def __init__( self, *, target: StackSamplerSubscriberTarget, desired_interval: float, bound_to_async_context: bool, async_state: AsyncState | None, use_timing_thread: bool | None = None, ) -> None: self.target = target self.desired_interval = desired_interval self.use_timing_thread = use_timing_thread self.bound_to_async_context = bound_to_async_context self.async_state = async_state active_profiler_context_var: ContextVar[object | None] = ContextVar( "active_profiler_context_var", default=None ) class StackSampler: """Manages setstatprofile for Profilers on a single thread""" subscribers: list[StackSamplerSubscriber] current_sampling_interval: float | None last_profile_time: float timer_func: Callable[[], float] | None has_warned_about_timing_overhead: bool def __init__(self) -> None: self.subscribers = [] self.current_sampling_interval = None self.last_profile_time = 0.0 self.timer_func = None self.has_warned_about_timing_overhead = False def subscribe( self, target: StackSamplerSubscriberTarget, *, desired_interval: float, use_timing_thread: bool | None = None, use_async_context: bool, ): if use_async_context: if active_profiler_context_var.get() is not None: raise RuntimeError( "There is already a profiler running. You cannot run multiple profilers in the same thread or async context, unless you disable async support." ) active_profiler_context_var.set(target) existing_subscriber = next((s for s in self.subscribers if s.target == target), None) if existing_subscriber is not None: raise ValueError("This target is already subscribed to the stack sampler.") self.subscribers.append( StackSamplerSubscriber( target=target, desired_interval=desired_interval, use_timing_thread=use_timing_thread, bound_to_async_context=use_async_context, async_state=AsyncState("in_context") if use_async_context else None, ) ) self._update() def unsubscribe(self, target: StackSamplerSubscriberTarget): try: subscriber = next(s for s in self.subscribers if s.target == target) # type: ignore except StopIteration: raise StackSampler.SubscriberNotFound() if subscriber.bound_to_async_context: # (don't need to use context_var.reset() because we verified it was # None before we started) active_profiler_context_var.set(None) self.subscribers.remove(subscriber) self._update() def _update(self): if len(self.subscribers) == 0: self._stop_sampling() return min_subscribers_interval = min(s.desired_interval for s in self.subscribers) timing_thread_preferences = set( s.use_timing_thread for s in self.subscribers if s.use_timing_thread is not None ) if len(timing_thread_preferences) > 1: raise ValueError( f"Profiler requested different timing thread preferences from a profiler that is already running." ) use_timing_thread = next(iter(timing_thread_preferences), False) if self.current_sampling_interval != min_subscribers_interval: self._start_sampling( interval=min_subscribers_interval, use_timing_thread=use_timing_thread ) def _start_sampling(self, interval: float, use_timing_thread: bool): if use_timing_thread and self.timer_func is not None: raise ValueError( f"Profiler requested to use the timing thread but this stack sampler is already using a custom timer function." ) timer_type: TimerType if self.timer_func: timer_type = "timer_func" elif use_timing_thread: timer_type = "walltime_thread" else: coarse_resolution = walltime_coarse_resolution() if coarse_resolution is not None and coarse_resolution <= interval: timer_type = "walltime_coarse" else: timer_type = "walltime" self._check_timing_overhead(interval=interval, timer_type=timer_type) self.current_sampling_interval = interval if self.last_profile_time == 0.0: self.last_profile_time = self._timer() setstatprofile( target=self._sample, interval=interval, context_var=active_profiler_context_var, timer_type=timer_type, timer_func=self.timer_func, ) def _stop_sampling(self): setstatprofile(None) self.current_sampling_interval = None self.last_profile_time = 0.0 def _sample(self, frame: types.FrameType, event: str, arg: Any): if event == "context_changed": new, old, coroutine_stack = arg for subscriber in self.subscribers: if subscriber.target == old: assert subscriber.bound_to_async_context full_stack = build_call_stack(frame, event, arg) if coroutine_stack: full_stack.extend(reversed(coroutine_stack)) subscriber.async_state = AsyncState( "out_of_context_awaited", info=full_stack ) else: subscriber.async_state = AsyncState( "out_of_context_unknown", info=full_stack ) elif subscriber.target == new: assert subscriber.bound_to_async_context subscriber.async_state = AsyncState("in_context") else: now = self._timer() time_since_last_sample = now - self.last_profile_time call_stack = build_call_stack(frame, event, arg) for subscriber in self.subscribers: subscriber.target(call_stack, time_since_last_sample, subscriber.async_state) self.last_profile_time = now def _timer(self): if self.timer_func: return self.timer_func() else: return timeit.default_timer() def _check_timing_overhead(self, interval: float, timer_type: TimerType): if self.has_warned_about_timing_overhead: return if IGNORE_OVERHEAD_WARNING: return overheads = timing_overhead() overhead = overheads.get(timer_type) if overhead is None: return if timer_type == "walltime": if overhead > 300e-9: self.has_warned_about_timing_overhead = True message_parts: list[str] = [] message_parts.append( f""" pyinstrument: the timer on your system has an overhead of {overhead * 1e9:.0f} nanoseconds, which is considered high. You might experience longer runtimes than usual, and programs with lots of pure-python code might be distorted. """ ) message_parts.append( f""" You might want to try the timing thread option, which can be enabled using --use-timing-thread at the command line, or by setting the use_timing_thread parameter in the Profiler constructor. """ ) if "walltime_coarse" in overheads and overheads["walltime_coarse"] < 300e-9: coarse_resolution = walltime_coarse_resolution() assert coarse_resolution is not None message_parts.append( f""" Your system does offer a 'coarse' timer, with a lower overhead ({overheads["walltime_coarse"] * 1e9:.2g} nanoseconds). You can enable it by setting pyinstrument's interval to a value higher than {format_float_with_sig_figs(coarse_resolution, trim_zeroes=True)} seconds. If you're happy with the lower precision, this is the best option. """ ) message_parts.append( f""" If you want to suppress this warning, you can set the environment variable PYINSTRUMENT_IGNORE_OVERHEAD_WARNING to '1'. """ ) message = "\n\n".join( textwrap.fill(unwrap(part), width=80) for part in message_parts ) print(message, file=sys.stderr) class SubscriberNotFound(Exception): pass def get_stack_sampler() -> StackSampler: """ Gets the stack sampler for the current thread, creating it if necessary """ try: return thread_locals.stack_sampler except AttributeError: # Attribute 'stack_sampler' doesn't exist in thread_locals, create it stack_sampler = StackSampler() thread_locals.stack_sampler = stack_sampler return stack_sampler def build_call_stack(frame: types.FrameType | None, event: str, arg: Any) -> list[str]: call_stack: list[str] = [] if event == "call": # if we're entering a function, the time should be attributed to # the caller frame = frame.f_back if frame else None elif event == "c_return" or event == "c_exception": # if we're exiting a C function, we should add a frame before # any Python frames that attributes the time to that C function c_frame_identifier = "%s\x00%s\x00%i" % ( getattr(arg, "__qualname__", arg.__name__), "", 0, ) call_stack.append(c_frame_identifier) while frame is not None: call_stack.append(get_frame_info(frame)) frame = frame.f_back thread = threading.current_thread() thread_identifier = "%s\x00%s\x00%i" % (thread.name, "", thread.ident) call_stack.append(thread_identifier) # we iterated from the leaf to the root, we actually want the call stack # starting at the root, so reverse this array call_stack.reverse() return call_stack class AsyncState(NamedTuple): state: LiteralStr["in_context", "out_of_context_awaited", "out_of_context_unknown"] """ Definitions: ``in_context``: indicates that the sample comes from the subscriber's context. ``out_of_context_awaited``: the sample comes from outside the subscriber's context, but we tracked the await that happened before the context exited. :attr:`info` contains the call stack of the await. ``out_of_context_unknown``: the sample comes from outside the subscriber's context, but the change of context didn't look like an await. :attr:`info` contains the call stack when the context changed. """ info: Any = None _timing_overhead: dict[TimerType, float] | None = None def timing_overhead() -> dict[TimerType, float]: global _timing_overhead if _timing_overhead is None: _timing_overhead = measure_timing_overhead() return _timing_overhead ================================================ FILE: pyinstrument/typing.py ================================================ import os from typing import TYPE_CHECKING, Any, Union if TYPE_CHECKING: from typing_extensions import Literal as LiteralStr from typing_extensions import TypeAlias, Unpack, assert_never else: # a type, that when subscripted, returns `str`. class _LiteralStr: def __getitem__(self, values): return str LiteralStr = _LiteralStr() def assert_never(value: Any): raise ValueError(value) Unpack = Any TypeAlias = Any PathOrStr = Union[str, "os.PathLike[str]"] __all__ = ["PathOrStr", "LiteralStr", "assert_never", "Unpack", "TypeAlias"] ================================================ FILE: pyinstrument/util.py ================================================ import codecs import importlib import math import os import re import sys import warnings from typing import IO, Any, AnyStr, Callable from pyinstrument.vendor.decorator import decorator def object_with_import_path(import_path: str) -> Any: if "." not in import_path: raise ValueError("Can't import '%s', it is not a valid import path" % import_path) module_path, object_name = import_path.rsplit(".", 1) module = importlib.import_module(module_path) return getattr(module, object_name) def truncate(string: str, max_length: int) -> str: if len(string) > max_length: return string[0 : max_length - 3] + "..." return string @decorator def deprecated(func: Callable[..., Any], *args: Any, **kwargs: Any) -> Any: """Marks a function as deprecated.""" warnings.warn( f"{func} is deprecated and should no longer be used.", DeprecationWarning, stacklevel=3, ) return func(*args, **kwargs) def deprecated_option(option_name: str, message: str = "") -> Any: """Marks an option as deprecated.""" def caller(func, *args, **kwargs): if option_name in kwargs: warnings.warn( f"{option_name} is deprecated. {message}", DeprecationWarning, stacklevel=3, ) return func(*args, **kwargs) return decorator(caller) def file_supports_color(file_obj: IO[AnyStr]) -> bool: """ Returns True if the running system's terminal supports color. Borrowed from Django https://github.com/django/django/blob/master/django/core/management/color.py """ plat = sys.platform supported_platform = plat != "Pocket PC" and (plat != "win32" or "ANSICON" in os.environ) is_a_tty = file_is_a_tty(file_obj) return supported_platform and is_a_tty def file_supports_unicode(file_obj: IO[AnyStr]) -> bool: encoding = getattr(file_obj, "encoding", None) if not encoding: return False codec_info = codecs.lookup(encoding) return "utf" in codec_info.name def file_is_a_tty(file_obj: IO[AnyStr]) -> bool: return hasattr(file_obj, "isatty") and file_obj.isatty() def unwrap(string: str) -> str: string = string.replace("\n", " ") string = re.sub(r"\s+", " ", string) return string.strip() def format_float_with_sig_figs(value: float, sig_figs: int = 3, trim_zeroes=False) -> str: """ Format a float to a string with a specific number of significant figures. Doesn't use scientific notation. """ if value == 0: return "0" precision = math.ceil(-math.log10(abs(value))) + sig_figs - 1 if precision < 0: precision = 0 result = "{:.{precision}f}".format(value, precision=precision) if trim_zeroes and "." in result: result = result.rstrip("0").rstrip(".") return result def strtobool(val: str) -> bool: return val.lower() in {"y", "yes", "t", "true", "on", "1"} ================================================ FILE: pyinstrument/vendor/__init__.py ================================================ ================================================ FILE: pyinstrument/vendor/appdirs.py ================================================ # -*- coding: utf-8 -*- # Copyright (c) 2005-2010 ActiveState Software Inc. # Copyright (c) 2013 Eddy Petrișor # Permission is hereby granted, free of charge, to any person obtaining a # copy of this software and associated documentation files (the # "Software"), to deal in the Software without restriction, including # without limitation the rights to use, copy, modify, merge, publish, # distribute, sublicense, and/or sell copies of the Software, and to # permit persons to whom the Software is furnished to do so, subject to # the following conditions: # The above copyright notice and this permission notice shall be included # in all copies or substantial portions of the Software. # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS # OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF # MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. # IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY # CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, # TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE # SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. """Utilities for determining application-specific dirs. See for details and usage. """ # Dev Notes: # - MSDN on where to store app data files: # http://support.microsoft.com/default.aspx?scid=kb;en-us;310294#XSLTH3194121123120121120120 # - Mac OS X: http://developer.apple.com/documentation/MacOSX/Conceptual/BPFileSystem/index.html # - XDG spec for Un*x: https://standards.freedesktop.org/basedir-spec/basedir-spec-latest.html __version__ = "1.4.4" __version_info__ = tuple(int(segment) for segment in __version__.split(".")) import sys import os PY3 = sys.version_info[0] == 3 if PY3: unicode = str if sys.platform.startswith('java'): import platform os_name = platform.java_ver()[3][0] if os_name.startswith('Windows'): # "Windows XP", "Windows 7", etc. system = 'win32' elif os_name.startswith('Mac'): # "Mac OS X", etc. system = 'darwin' else: # "Linux", "SunOS", "FreeBSD", etc. # Setting this to "linux2" is not ideal, but only Windows or Mac # are actually checked for and the rest of the module expects # *sys.platform* style strings. system = 'linux2' else: system = sys.platform def user_data_dir(appname=None, appauthor=None, version=None, roaming=False) -> str: r"""Return full path to the user-specific data dir for this application. "appname" is the name of application. If None, just the system directory is returned. "appauthor" (only used on Windows) is the name of the appauthor or distributing body for this application. Typically it is the owning company name. This falls back to appname. You may pass False to disable it. "version" is an optional version path element to append to the path. You might want to use this if you want multiple versions of your app to be able to run independently. If used, this would typically be ".". Only applied when appname is present. "roaming" (boolean, default False) can be set True to use the Windows roaming appdata directory. That means that for users on a Windows network setup for roaming profiles, this user data will be sync'd on login. See for a discussion of issues. Typical user data directories are: Mac OS X: ~/Library/Application Support/ Unix: ~/.local/share/ # or in $XDG_DATA_HOME, if defined Win XP (not roaming): C:\Documents and Settings\\Application Data\\ Win XP (roaming): C:\Documents and Settings\\Local Settings\Application Data\\ Win 7 (not roaming): C:\Users\\AppData\Local\\ Win 7 (roaming): C:\Users\\AppData\Roaming\\ For Unix, we follow the XDG spec and support $XDG_DATA_HOME. That means, by default "~/.local/share/". """ if system == "win32": if appauthor is None: appauthor = appname const = roaming and "CSIDL_APPDATA" or "CSIDL_LOCAL_APPDATA" path = os.path.normpath(_get_win_folder(const)) if appname: if appauthor is not False: path = os.path.join(path, appauthor, appname) else: path = os.path.join(path, appname) elif system == 'darwin': path = os.path.expanduser('~/Library/Application Support/') if appname: path = os.path.join(path, appname) else: path = os.getenv('XDG_DATA_HOME', os.path.expanduser("~/.local/share")) if appname: path = os.path.join(path, appname) if appname and version: path = os.path.join(path, version) return path def site_data_dir(appname=None, appauthor=None, version=None, multipath=False): r"""Return full path to the user-shared data dir for this application. "appname" is the name of application. If None, just the system directory is returned. "appauthor" (only used on Windows) is the name of the appauthor or distributing body for this application. Typically it is the owning company name. This falls back to appname. You may pass False to disable it. "version" is an optional version path element to append to the path. You might want to use this if you want multiple versions of your app to be able to run independently. If used, this would typically be ".". Only applied when appname is present. "multipath" is an optional parameter only applicable to *nix which indicates that the entire list of data dirs should be returned. By default, the first item from XDG_DATA_DIRS is returned, or '/usr/local/share/', if XDG_DATA_DIRS is not set Typical site data directories are: Mac OS X: /Library/Application Support/ Unix: /usr/local/share/ or /usr/share/ Win XP: C:\Documents and Settings\All Users\Application Data\\ Vista: (Fail! "C:\ProgramData" is a hidden *system* directory on Vista.) Win 7: C:\ProgramData\\ # Hidden, but writeable on Win 7. For Unix, this is using the $XDG_DATA_DIRS[0] default. WARNING: Do not use this on Windows. See the Vista-Fail note above for why. """ if system == "win32": if appauthor is None: appauthor = appname path = os.path.normpath(_get_win_folder("CSIDL_COMMON_APPDATA")) if appname: if appauthor is not False: path = os.path.join(path, appauthor, appname) else: path = os.path.join(path, appname) elif system == 'darwin': path = os.path.expanduser('/Library/Application Support') if appname: path = os.path.join(path, appname) else: # XDG default for $XDG_DATA_DIRS # only first, if multipath is False path = os.getenv('XDG_DATA_DIRS', os.pathsep.join(['/usr/local/share', '/usr/share'])) pathlist = [os.path.expanduser(x.rstrip(os.sep)) for x in path.split(os.pathsep)] if appname: if version: appname = os.path.join(appname, version) pathlist = [os.sep.join([x, appname]) for x in pathlist] if multipath: path = os.pathsep.join(pathlist) else: path = pathlist[0] return path if appname and version: path = os.path.join(path, version) return path def user_config_dir(appname=None, appauthor=None, version=None, roaming=False): r"""Return full path to the user-specific config dir for this application. "appname" is the name of application. If None, just the system directory is returned. "appauthor" (only used on Windows) is the name of the appauthor or distributing body for this application. Typically it is the owning company name. This falls back to appname. You may pass False to disable it. "version" is an optional version path element to append to the path. You might want to use this if you want multiple versions of your app to be able to run independently. If used, this would typically be ".". Only applied when appname is present. "roaming" (boolean, default False) can be set True to use the Windows roaming appdata directory. That means that for users on a Windows network setup for roaming profiles, this user data will be sync'd on login. See for a discussion of issues. Typical user config directories are: Mac OS X: ~/Library/Preferences/ Unix: ~/.config/ # or in $XDG_CONFIG_HOME, if defined Win *: same as user_data_dir For Unix, we follow the XDG spec and support $XDG_CONFIG_HOME. That means, by default "~/.config/". """ if system == "win32": path = user_data_dir(appname, appauthor, None, roaming) elif system == 'darwin': path = os.path.expanduser('~/Library/Preferences/') if appname: path = os.path.join(path, appname) else: path = os.getenv('XDG_CONFIG_HOME', os.path.expanduser("~/.config")) if appname: path = os.path.join(path, appname) if appname and version: path = os.path.join(path, version) return path def site_config_dir(appname=None, appauthor=None, version=None, multipath=False): r"""Return full path to the user-shared data dir for this application. "appname" is the name of application. If None, just the system directory is returned. "appauthor" (only used on Windows) is the name of the appauthor or distributing body for this application. Typically it is the owning company name. This falls back to appname. You may pass False to disable it. "version" is an optional version path element to append to the path. You might want to use this if you want multiple versions of your app to be able to run independently. If used, this would typically be ".". Only applied when appname is present. "multipath" is an optional parameter only applicable to *nix which indicates that the entire list of config dirs should be returned. By default, the first item from XDG_CONFIG_DIRS is returned, or '/etc/xdg/', if XDG_CONFIG_DIRS is not set Typical site config directories are: Mac OS X: same as site_data_dir Unix: /etc/xdg/ or $XDG_CONFIG_DIRS[i]/ for each value in $XDG_CONFIG_DIRS Win *: same as site_data_dir Vista: (Fail! "C:\ProgramData" is a hidden *system* directory on Vista.) For Unix, this is using the $XDG_CONFIG_DIRS[0] default, if multipath=False WARNING: Do not use this on Windows. See the Vista-Fail note above for why. """ if system == 'win32': path = site_data_dir(appname, appauthor) if appname and version: path = os.path.join(path, version) elif system == 'darwin': path = os.path.expanduser('/Library/Preferences') if appname: path = os.path.join(path, appname) else: # XDG default for $XDG_CONFIG_DIRS # only first, if multipath is False path = os.getenv('XDG_CONFIG_DIRS', '/etc/xdg') pathlist = [os.path.expanduser(x.rstrip(os.sep)) for x in path.split(os.pathsep)] if appname: if version: appname = os.path.join(appname, version) pathlist = [os.sep.join([x, appname]) for x in pathlist] if multipath: path = os.pathsep.join(pathlist) else: path = pathlist[0] return path def user_cache_dir(appname=None, appauthor=None, version=None, opinion=True): r"""Return full path to the user-specific cache dir for this application. "appname" is the name of application. If None, just the system directory is returned. "appauthor" (only used on Windows) is the name of the appauthor or distributing body for this application. Typically it is the owning company name. This falls back to appname. You may pass False to disable it. "version" is an optional version path element to append to the path. You might want to use this if you want multiple versions of your app to be able to run independently. If used, this would typically be ".". Only applied when appname is present. "opinion" (boolean) can be False to disable the appending of "Cache" to the base app data dir for Windows. See discussion below. Typical user cache directories are: Mac OS X: ~/Library/Caches/ Unix: ~/.cache/ (XDG default) Win XP: C:\Documents and Settings\\Local Settings\Application Data\\\Cache Vista: C:\Users\\AppData\Local\\\Cache On Windows the only suggestion in the MSDN docs is that local settings go in the `CSIDL_LOCAL_APPDATA` directory. This is identical to the non-roaming app data dir (the default returned by `user_data_dir` above). Apps typically put cache data somewhere *under* the given dir here. Some examples: ...\Mozilla\Firefox\Profiles\\Cache ...\Acme\SuperApp\Cache\1.0 OPINION: This function appends "Cache" to the `CSIDL_LOCAL_APPDATA` value. This can be disabled with the `opinion=False` option. """ if system == "win32": if appauthor is None: appauthor = appname path = os.path.normpath(_get_win_folder("CSIDL_LOCAL_APPDATA")) if appname: if appauthor is not False: path = os.path.join(path, appauthor, appname) else: path = os.path.join(path, appname) if opinion: path = os.path.join(path, "Cache") elif system == 'darwin': path = os.path.expanduser('~/Library/Caches') if appname: path = os.path.join(path, appname) else: path = os.getenv('XDG_CACHE_HOME', os.path.expanduser('~/.cache')) if appname: path = os.path.join(path, appname) if appname and version: path = os.path.join(path, version) return path def user_state_dir(appname=None, appauthor=None, version=None, roaming=False): r"""Return full path to the user-specific state dir for this application. "appname" is the name of application. If None, just the system directory is returned. "appauthor" (only used on Windows) is the name of the appauthor or distributing body for this application. Typically it is the owning company name. This falls back to appname. You may pass False to disable it. "version" is an optional version path element to append to the path. You might want to use this if you want multiple versions of your app to be able to run independently. If used, this would typically be ".". Only applied when appname is present. "roaming" (boolean, default False) can be set True to use the Windows roaming appdata directory. That means that for users on a Windows network setup for roaming profiles, this user data will be sync'd on login. See for a discussion of issues. Typical user state directories are: Mac OS X: same as user_data_dir Unix: ~/.local/state/ # or in $XDG_STATE_HOME, if defined Win *: same as user_data_dir For Unix, we follow this Debian proposal to extend the XDG spec and support $XDG_STATE_HOME. That means, by default "~/.local/state/". """ if system in ["win32", "darwin"]: path = user_data_dir(appname, appauthor, None, roaming) else: path = os.getenv('XDG_STATE_HOME', os.path.expanduser("~/.local/state")) if appname: path = os.path.join(path, appname) if appname and version: path = os.path.join(path, version) return path def user_log_dir(appname=None, appauthor=None, version=None, opinion=True): r"""Return full path to the user-specific log dir for this application. "appname" is the name of application. If None, just the system directory is returned. "appauthor" (only used on Windows) is the name of the appauthor or distributing body for this application. Typically it is the owning company name. This falls back to appname. You may pass False to disable it. "version" is an optional version path element to append to the path. You might want to use this if you want multiple versions of your app to be able to run independently. If used, this would typically be ".". Only applied when appname is present. "opinion" (boolean) can be False to disable the appending of "Logs" to the base app data dir for Windows, and "log" to the base cache dir for Unix. See discussion below. Typical user log directories are: Mac OS X: ~/Library/Logs/ Unix: ~/.cache//log # or under $XDG_CACHE_HOME if defined Win XP: C:\Documents and Settings\\Local Settings\Application Data\\\Logs Vista: C:\Users\\AppData\Local\\\Logs On Windows the only suggestion in the MSDN docs is that local settings go in the `CSIDL_LOCAL_APPDATA` directory. (Note: I'm interested in examples of what some windows apps use for a logs dir.) OPINION: This function appends "Logs" to the `CSIDL_LOCAL_APPDATA` value for Windows and appends "log" to the user cache dir for Unix. This can be disabled with the `opinion=False` option. """ if system == "darwin": path = os.path.join( os.path.expanduser('~/Library/Logs'), appname) elif system == "win32": path = user_data_dir(appname, appauthor, version) version = False if opinion: path = os.path.join(path, "Logs") else: path = user_cache_dir(appname, appauthor, version) version = False if opinion: path = os.path.join(path, "log") if appname and version: path = os.path.join(path, version) return path class AppDirs(object): """Convenience wrapper for getting application dirs.""" def __init__(self, appname=None, appauthor=None, version=None, roaming=False, multipath=False): self.appname = appname self.appauthor = appauthor self.version = version self.roaming = roaming self.multipath = multipath @property def user_data_dir(self): return user_data_dir(self.appname, self.appauthor, version=self.version, roaming=self.roaming) @property def site_data_dir(self): return site_data_dir(self.appname, self.appauthor, version=self.version, multipath=self.multipath) @property def user_config_dir(self): return user_config_dir(self.appname, self.appauthor, version=self.version, roaming=self.roaming) @property def site_config_dir(self): return site_config_dir(self.appname, self.appauthor, version=self.version, multipath=self.multipath) @property def user_cache_dir(self): return user_cache_dir(self.appname, self.appauthor, version=self.version) @property def user_state_dir(self): return user_state_dir(self.appname, self.appauthor, version=self.version) @property def user_log_dir(self): return user_log_dir(self.appname, self.appauthor, version=self.version) #---- internal support stuff def _get_win_folder_from_registry(csidl_name): """This is a fallback technique at best. I'm not sure if using the registry for this guarantees us the correct answer for all CSIDL_* names. """ if PY3: import winreg as _winreg else: import _winreg shell_folder_name = { "CSIDL_APPDATA": "AppData", "CSIDL_COMMON_APPDATA": "Common AppData", "CSIDL_LOCAL_APPDATA": "Local AppData", }[csidl_name] key = _winreg.OpenKey( _winreg.HKEY_CURRENT_USER, r"Software\Microsoft\Windows\CurrentVersion\Explorer\Shell Folders" ) dir, type = _winreg.QueryValueEx(key, shell_folder_name) return dir def _get_win_folder_with_ctypes(csidl_name): import ctypes csidl_const = { "CSIDL_APPDATA": 26, "CSIDL_COMMON_APPDATA": 35, "CSIDL_LOCAL_APPDATA": 28, }[csidl_name] buf = ctypes.create_unicode_buffer(1024) ctypes.windll.shell32.SHGetFolderPathW(None, csidl_const, None, 0, buf) # Downgrade to short path name if have highbit chars. See # . has_high_char = False for c in buf: if ord(c) > 255: has_high_char = True break if has_high_char: buf2 = ctypes.create_unicode_buffer(1024) if ctypes.windll.kernel32.GetShortPathNameW(buf.value, buf2, 1024): buf = buf2 return buf.value def _get_win_folder_with_jna(csidl_name): import array from com.sun import jna from com.sun.jna.platform import win32 buf_size = win32.WinDef.MAX_PATH * 2 buf = array.zeros('c', buf_size) shell = win32.Shell32.INSTANCE shell.SHGetFolderPath(None, getattr(win32.ShlObj, csidl_name), None, win32.ShlObj.SHGFP_TYPE_CURRENT, buf) dir = jna.Native.toString(buf.tostring()).rstrip("\0") # Downgrade to short path name if have highbit chars. See # . has_high_char = False for c in dir: if ord(c) > 255: has_high_char = True break if has_high_char: buf = array.zeros('c', buf_size) kernel = win32.Kernel32.INSTANCE if kernel.GetShortPathName(dir, buf, buf_size): dir = jna.Native.toString(buf.tostring()).rstrip("\0") return dir if system == "win32": try: from ctypes import windll except ImportError: try: import com.sun.jna except ImportError: _get_win_folder = _get_win_folder_from_registry else: _get_win_folder = _get_win_folder_with_jna else: _get_win_folder = _get_win_folder_with_ctypes #---- self test code if __name__ == "__main__": appname = "MyApp" appauthor = "MyCompany" props = ("user_data_dir", "user_config_dir", "user_cache_dir", "user_state_dir", "user_log_dir", "site_data_dir", "site_config_dir") print("-- app dirs %s --" % __version__) print("-- app dirs (with optional 'version')") dirs = AppDirs(appname, appauthor, version="1.0") for prop in props: print("%s: %s" % (prop, getattr(dirs, prop))) print("\n-- app dirs (without optional 'version')") dirs = AppDirs(appname, appauthor) for prop in props: print("%s: %s" % (prop, getattr(dirs, prop))) print("\n-- app dirs (without optional 'appauthor')") dirs = AppDirs(appname) for prop in props: print("%s: %s" % (prop, getattr(dirs, prop))) print("\n-- app dirs (with disabled 'appauthor')") dirs = AppDirs(appname, appauthor=False) for prop in props: print("%s: %s" % (prop, getattr(dirs, prop))) ================================================ FILE: pyinstrument/vendor/decorator.py ================================================ # ######################### LICENSE ############################ # # Copyright (c) 2005-2018, Michele Simionato # All rights reserved. # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are # met: # Redistributions of source code must retain the above copyright # notice, this list of conditions and the following disclaimer. # Redistributions in bytecode form must reproduce the above copyright # notice, this list of conditions and the following disclaimer in # the documentation and/or other materials provided with the # distribution. # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS # "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT # LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR # A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT # HOLDERS OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, # INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, # BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS # OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND # ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR # TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE # USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH # DAMAGE. """ Decorator module, see http://pypi.python.org/pypi/decorator for the documentation. """ from __future__ import print_function import re import sys import inspect import operator import itertools import collections __version__ = '4.3.1' if sys.version >= '3': from inspect import getfullargspec def get_init(cls): return cls.__init__ else: FullArgSpec = collections.namedtuple( 'FullArgSpec', 'args varargs varkw defaults ' 'kwonlyargs kwonlydefaults annotations') def getfullargspec(f): "A quick and dirty replacement for getfullargspec for Python 2.X" return FullArgSpec._make(inspect.getargspec(f) + ([], None, {})) def get_init(cls): return cls.__init__.__func__ try: iscoroutinefunction = inspect.iscoroutinefunction except AttributeError: # let's assume there are no coroutine functions in old Python def iscoroutinefunction(f): return False DEF = re.compile(r'\s*def\s*([_\w][_\w\d]*)\s*\(') # basic functionality class FunctionMaker(object): """ An object with the ability to create functions with a given signature. It has attributes name, doc, module, signature, defaults, dict and methods update and make. """ # Atomic get-and-increment provided by the GIL _compile_count = itertools.count() # make pylint happy args = varargs = varkw = defaults = kwonlyargs = kwonlydefaults = () def __init__(self, func=None, name=None, signature=None, defaults=None, doc=None, module=None, funcdict=None): self.shortsignature = signature if func: # func can be a class or a callable, but not an instance method self.name = func.__name__ if self.name == '': # small hack for lambda functions self.name = '_lambda_' self.doc = func.__doc__ self.module = func.__module__ if inspect.isfunction(func): argspec = getfullargspec(func) self.annotations = getattr(func, '__annotations__', {}) for a in ('args', 'varargs', 'varkw', 'defaults', 'kwonlyargs', 'kwonlydefaults'): setattr(self, a, getattr(argspec, a)) for i, arg in enumerate(self.args): setattr(self, 'arg%d' % i, arg) allargs = list(self.args) allshortargs = list(self.args) if self.varargs: allargs.append('*' + self.varargs) allshortargs.append('*' + self.varargs) elif self.kwonlyargs: allargs.append('*') # single star syntax for a in self.kwonlyargs: allargs.append('%s=None' % a) allshortargs.append('%s=%s' % (a, a)) if self.varkw: allargs.append('**' + self.varkw) allshortargs.append('**' + self.varkw) self.signature = ', '.join(allargs) self.shortsignature = ', '.join(allshortargs) self.dict = func.__dict__.copy() # func=None happens when decorating a caller if name: self.name = name if signature is not None: self.signature = signature if defaults: self.defaults = defaults if doc: self.doc = doc if module: self.module = module if funcdict: self.dict = funcdict # check existence required attributes assert hasattr(self, 'name') if not hasattr(self, 'signature'): raise TypeError('You are decorating a non function: %s' % func) def update(self, func, **kw): "Update the signature of func with the data in self" func.__name__ = self.name func.__doc__ = getattr(self, 'doc', None) func.__dict__ = getattr(self, 'dict', {}) func.__defaults__ = self.defaults func.__kwdefaults__ = self.kwonlydefaults or None func.__annotations__ = getattr(self, 'annotations', None) try: frame = sys._getframe(3) except AttributeError: # for IronPython and similar implementations callermodule = '?' else: callermodule = frame.f_globals.get('__name__', '?') func.__module__ = getattr(self, 'module', callermodule) func.__dict__.update(kw) def make(self, src_templ, evaldict=None, addsource=False, **attrs): "Make a new function from a given template and update the signature" src = src_templ % vars(self) # expand name and signature evaldict = evaldict or {} mo = DEF.search(src) if mo is None: raise SyntaxError('not a valid function template\n%s' % src) name = mo.group(1) # extract the function name names = set([name] + [arg.strip(' *') for arg in self.shortsignature.split(',')]) for n in names: if n in ('_func_', '_call_'): raise NameError('%s is overridden in\n%s' % (n, src)) if not src.endswith('\n'): # add a newline for old Pythons src += '\n' # Ensure each generated function has a unique filename for profilers # (such as cProfile) that depend on the tuple of (, # , ) being unique. filename = '<%s:decorator-gen-%d>' % ( __file__, next(self._compile_count)) try: code = compile(src, filename, 'single') exec(code, evaldict) except Exception: print('Error in generated code:', file=sys.stderr) print(src, file=sys.stderr) raise func = evaldict[name] if addsource: attrs['__source__'] = src self.update(func, **attrs) return func @classmethod def create(cls, obj, body, evaldict, defaults=None, doc=None, module=None, addsource=True, **attrs): """ Create a function from the strings name, signature and body. evaldict is the evaluation dictionary. If addsource is true an attribute __source__ is added to the result. The attributes attrs are added, if any. """ if isinstance(obj, str): # "name(signature)" name, rest = obj.strip().split('(', 1) signature = rest[:-1] # strip a right parens func = None else: # a function name = None signature = None func = obj self = cls(func, name, signature, defaults, doc, module) ibody = '\n'.join(' ' + line for line in body.splitlines()) caller = evaldict.get('_call_') # when called from `decorate` if caller and iscoroutinefunction(caller): body = ('async def %(name)s(%(signature)s):\n' + ibody).replace( 'return', 'return await') else: body = 'def %(name)s(%(signature)s):\n' + ibody return self.make(body, evaldict, addsource, **attrs) def decorate(func, caller, extras=()): """ decorate(func, caller) decorates a function using a caller. """ evaldict = dict(_call_=caller, _func_=func) es = '' for i, extra in enumerate(extras): ex = '_e%d_' % i evaldict[ex] = extra es += ex + ', ' fun = FunctionMaker.create( func, "return _call_(_func_, %s%%(shortsignature)s)" % es, evaldict, __wrapped__=func) if hasattr(func, '__qualname__'): fun.__qualname__ = func.__qualname__ return fun def decorator(caller, _func=None): """decorator(caller) converts a caller function into a decorator""" if _func is not None: # return a decorated function # this is obsolete behavior; you should use decorate instead return decorate(_func, caller) # else return a decorator function defaultargs, defaults = '', () if inspect.isclass(caller): name = caller.__name__.lower() doc = 'decorator(%s) converts functions/generators into ' \ 'factories of %s objects' % (caller.__name__, caller.__name__) elif inspect.isfunction(caller): if caller.__name__ == '': name = '_lambda_' else: name = caller.__name__ doc = caller.__doc__ nargs = caller.__code__.co_argcount ndefs = len(caller.__defaults__ or ()) defaultargs = ', '.join(caller.__code__.co_varnames[nargs-ndefs:nargs]) if defaultargs: defaultargs += ',' defaults = caller.__defaults__ else: # assume caller is an object with a __call__ method name = caller.__class__.__name__.lower() doc = caller.__call__.__doc__ evaldict = dict(_call=caller, _decorate_=decorate) dec = FunctionMaker.create( '%s(%s func)' % (name, defaultargs), 'if func is None: return lambda func: _decorate_(func, _call, (%s))\n' 'return _decorate_(func, _call, (%s))' % (defaultargs, defaultargs), evaldict, doc=doc, module=caller.__module__, __wrapped__=caller) if defaults: dec.__defaults__ = defaults + (None,) return dec # ####################### contextmanager ####################### # try: # Python >= 3.2 from contextlib import _GeneratorContextManager except ImportError: # Python >= 2.5 from contextlib import GeneratorContextManager as _GeneratorContextManager class ContextManager(_GeneratorContextManager): def __call__(self, func): """Context manager decorator""" return FunctionMaker.create( func, "with _self_: return _func_(%(shortsignature)s)", dict(_self_=self, _func_=func), __wrapped__=func) init = getfullargspec(_GeneratorContextManager.__init__) n_args = len(init.args) if n_args == 2 and not init.varargs: # (self, genobj) Python 2.7 def __init__(self, g, *a, **k): return _GeneratorContextManager.__init__(self, g(*a, **k)) ContextManager.__init__ = __init__ elif n_args == 2 and init.varargs: # (self, gen, *a, **k) Python 3.4 pass elif n_args == 4: # (self, gen, args, kwds) Python 3.5 def __init__(self, g, *a, **k): return _GeneratorContextManager.__init__(self, g, a, k) ContextManager.__init__ = __init__ _contextmanager = decorator(ContextManager) def contextmanager(func): # Enable Pylint config: contextmanager-decorators=decorator.contextmanager return _contextmanager(func) # ############################ dispatch_on ############################ # def append(a, vancestors): """ Append ``a`` to the list of the virtual ancestors, unless it is already included. """ add = True for j, va in enumerate(vancestors): if issubclass(va, a): add = False break if issubclass(a, va): vancestors[j] = a add = False if add: vancestors.append(a) # inspired from simplegeneric by P.J. Eby and functools.singledispatch def dispatch_on(*dispatch_args): """ Factory of decorators turning a function into a generic function dispatching on the given arguments. """ assert dispatch_args, 'No dispatch args passed' dispatch_str = '(%s,)' % ', '.join(dispatch_args) def check(arguments, wrong=operator.ne, msg=''): """Make sure one passes the expected number of arguments""" if wrong(len(arguments), len(dispatch_args)): raise TypeError('Expected %d arguments, got %d%s' % (len(dispatch_args), len(arguments), msg)) def gen_func_dec(func): """Decorator turning a function into a generic function""" # first check the dispatch arguments argset = set(getfullargspec(func).args) if not set(dispatch_args) <= argset: raise NameError('Unknown dispatch arguments %s' % dispatch_str) typemap = {} def vancestors(*types): """ Get a list of sets of virtual ancestors for the given types """ check(types) ras = [[] for _ in range(len(dispatch_args))] for types_ in typemap: for t, type_, ra in zip(types, types_, ras): if issubclass(t, type_) and type_ not in t.mro(): append(type_, ra) return [set(ra) for ra in ras] def ancestors(*types): """ Get a list of virtual MROs, one for each type """ check(types) lists = [] for t, vas in zip(types, vancestors(*types)): n_vas = len(vas) if n_vas > 1: raise RuntimeError( 'Ambiguous dispatch for %s: %s' % (t, vas)) elif n_vas == 1: va, = vas mro = type('t', (t, va), {}).mro()[1:] else: mro = t.mro() lists.append(mro[:-1]) # discard t and object return lists def register(*types): """ Decorator to register an implementation for the given types """ check(types) def dec(f): check(getfullargspec(f).args, operator.lt, ' in ' + f.__name__) typemap[types] = f return f return dec def dispatch_info(*types): """ An utility to introspect the dispatch algorithm """ check(types) lst = [] for anc in itertools.product(*ancestors(*types)): lst.append(tuple(a.__name__ for a in anc)) return lst def _dispatch(dispatch_args, *args, **kw): types = tuple(type(arg) for arg in dispatch_args) try: # fast path f = typemap[types] except KeyError: pass else: return f(*args, **kw) combinations = itertools.product(*ancestors(*types)) next(combinations) # the first one has been already tried for types_ in combinations: f = typemap.get(types_) if f is not None: return f(*args, **kw) # else call the default implementation return func(*args, **kw) return FunctionMaker.create( func, 'return _f_(%s, %%(shortsignature)s)' % dispatch_str, dict(_f_=_dispatch), register=register, default=func, typemap=typemap, vancestors=vancestors, ancestors=ancestors, dispatch_info=dispatch_info, __wrapped__=func) gen_func_dec.__name__ = 'dispatch_on' + dispatch_str return gen_func_dec ================================================ FILE: pyinstrument/vendor/keypath.py ================================================ # keypath vendored from https://github.com/fictorial/keypath # keypath is released under the BSD license: # Copyright 2016, Fictorial LLC # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions # are met: # * Redistributions of source code must retain the above # copyright notice, this list of conditions and the following # disclaimer. # * Redistributions in binary form must reproduce the above # copyright notice, this list of conditions and the following # disclaimer in the documentation and/or other materials # provided with the distribution. # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDER “AS IS” AND ANY # EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR # PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER BE # LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, # OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, # PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR # PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY # THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR # TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF # THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF # SUCH DAMAGE. # # Includes modifications by joerick, which fall under the same license. from typing import Any def value_at_keypath(obj: Any, keypath: str) -> Any: """ Returns value at given key path which follows dotted-path notation. >>> x = dict(a=1, b=2, c=dict(d=3, e=4, f=[2,dict(x='foo', y='bar'),5])) >>> assert value_at_keypath(x, 'a') == 1 >>> assert value_at_keypath(x, 'b') == 2 >>> assert value_at_keypath(x, 'c.d') == 3 >>> assert value_at_keypath(x, 'c.e') == 4 >>> assert value_at_keypath(x, 'c.f.0') == 2 >>> assert value_at_keypath(x, 'c.f.-1') == 5 >>> assert value_at_keypath(x, 'c.f.1.y') == 'bar' """ for part in keypath.split('.'): if isinstance(obj, dict): obj = obj.get(part, {}) elif type(obj) in [tuple, list]: obj = obj[int(part)] else: obj = getattr(obj, part, {}) return obj def set_value_at_keypath(obj: Any, keypath: str, val: Any): """ Sets value at given key path which follows dotted-path notation. Each part of the keypath must already exist in the target value along the path. >>> x = dict(a=1, b=2, c=dict(d=3, e=4, f=[2,dict(x='foo', y='bar'),5])) >>> assert set_value_at_keypath(x, 'a', 2) >>> assert value_at_keypath(x, 'a') == 2 >>> assert set_value_at_keypath(x, 'c.f.-1', 6) >>> assert value_at_keypath(x, 'c.f.-1') == 6 """ parts = keypath.split('.') for part in parts[:-1]: if isinstance(obj, dict): obj = obj[part] elif type(obj) in [tuple, list]: obj = obj[int(part)] else: obj = getattr(obj, part) last_part = parts[-1] if isinstance(obj, dict): obj[last_part] = val elif type(obj) in [tuple, list]: obj[int(last_part)] = val else: setattr(obj, last_part, val) return True ================================================ FILE: pyproject.toml ================================================ [build-system] requires = ["setuptools", "wheel"] build-backend = "setuptools.build_meta" [tool.black] line-length = 100 [tool.pyright] include = ["pyinstrument", "test"] ignore = ["pyinstrument/vendor"] pythonVersion = "3.8" [tool.isort] profile = "black" multi_line_output = 3 line_length = 100 ================================================ FILE: requirements-dev.txt ================================================ -e .[test,bin,docs,examples,types] ================================================ FILE: setup.cfg ================================================ [aliases] test = pytest [tool:pytest] testpaths = test ================================================ FILE: setup.py ================================================ import os from pathlib import Path from setuptools import Extension, find_namespace_packages, setup PROJECT_ROOT = Path(__file__).parent long_description = (PROJECT_ROOT / "README.md").read_text(encoding="utf8") setup( name="pyinstrument", packages=find_namespace_packages(include=["pyinstrument*"]), version="5.1.2", ext_modules=[ Extension( "pyinstrument.low_level.stat_profile", sources=[ "pyinstrument/low_level/stat_profile.c", "pyinstrument/low_level/pyi_floatclock.c", "pyinstrument/low_level/pyi_timing_thread.c", ], ) ], description="Call stack profiler for Python. Shows you why your code is slow!", long_description=long_description, long_description_content_type="text/markdown", author="Joe Rickerby", author_email="joerick@mac.com", url="https://github.com/joerick/pyinstrument", keywords=["profiling", "profile", "profiler", "cpu", "time", "sampling"], install_requires=[], extras_require={ "test": [ "pytest", "flaky", "trio", "cffi >= 1.17.0", "greenlet>=3", # pinned to an older version due to an incompatibility with flaky "pytest-asyncio==0.23.8", "ipython", ], "bin": [ "click", "nox", ], "docs": [ "sphinx==7.4.7", "myst-parser==3.0.1", "furo==2024.7.18", "sphinxcontrib-programoutput==0.17", "sphinx-autobuild==2024.4.16", ], "examples": [ "numpy", "django", "litestar", ], "types": [ "typing_extensions", ], }, include_package_data=True, python_requires=">=3.8", entry_points={"console_scripts": ["pyinstrument = pyinstrument.__main__:main"]}, zip_safe=False, classifiers=[ "Environment :: Console", "Environment :: Web Environment", "Intended Audience :: Developers", "License :: OSI Approved :: BSD License", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: POSIX", "Topic :: Software Development :: Debuggers", "Topic :: Software Development :: Testing", ], ) ================================================ FILE: test/__init__.py ================================================ ================================================ FILE: test/conftest.py ================================================ import sys import pytest from pyinstrument import stack_sampler def pytest_addoption(parser) -> None: # IPython tests seem to pollute the test environment, so they're run in a # separate process. parser.addoption( "--only-ipython-magic", action="store_true", default=False, help="run only ipython magic tests", ) def pytest_configure(config): config.addinivalue_line( "markers", "ipythonmagic: test requires --only-ipython-magic flag to run" ) def pytest_collection_modifyitems(config, items) -> None: flag_was_passed = config.getoption("--only-ipython-magic") skip_not_ipython = pytest.mark.skip(reason="not an ipython test") skip_ipython = pytest.mark.skip(reason="requires --only-ipython-magic option to run") for item in items: if "ipythonmagic" in item.keywords: if not flag_was_passed: item.add_marker(skip_ipython) else: if flag_was_passed: item.add_marker(skip_not_ipython) @pytest.fixture(autouse=True) def check_sampler_state(): assert sys.getprofile() is None assert len(stack_sampler.get_stack_sampler().subscribers) == 0 try: yield assert sys.getprofile() is None assert len(stack_sampler.get_stack_sampler().subscribers) == 0 finally: sys.setprofile(None) stack_sampler.thread_locals.__dict__.clear() ================================================ FILE: test/fake_time_util.py ================================================ import asyncio import contextlib import functools import random from typing import TYPE_CHECKING from unittest import mock from pyinstrument import stack_sampler if TYPE_CHECKING: from trio.testing import MockClock class FakeClock: def __init__(self) -> None: self.time = random.random() * 1e6 def get_time(self): return self.time def sleep(self, duration): self.time += duration @contextlib.contextmanager def fake_time(fake_clock=None): fake_clock = fake_clock or FakeClock() stack_sampler.get_stack_sampler().timer_func = fake_clock.get_time try: with mock.patch("time.sleep", new=fake_clock.sleep): yield fake_clock finally: stack_sampler.get_stack_sampler().timer_func = None class FakeClockAsyncio: # this implementation mostly lifted from # https://aiotools.readthedocs.io/en/latest/_modules/aiotools/timer.html#VirtualClock # License: https://github.com/achimnol/aiotools/blob/800f7f1bce086b0c83658bad8377e6cb1908e22f/LICENSE # Copyright (c) 2017 Joongi Kim def __init__(self) -> None: self.time = random.random() * 1e6 def get_time(self): return self.time def sleep(self, duration): self.time += duration def _virtual_select(self, orig_select, timeout): self.time += timeout return orig_select(0) # override the timeout to zero @contextlib.contextmanager def fake_time_asyncio(loop=None): loop = loop or asyncio.get_running_loop() fake_clock = FakeClockAsyncio() # fmt: off with mock.patch.object( loop._selector, # type: ignore "select", new=functools.partial(fake_clock._virtual_select, loop._selector.select), # type: ignore ), mock.patch.object( loop, "time", new=fake_clock.get_time ), fake_time(fake_clock): yield fake_clock # fmt: on class FakeClockTrio: def __init__(self, clock: "MockClock") -> None: self.trio_clock = clock def get_time(self): return self.trio_clock.current_time() def sleep(self, duration): self.trio_clock.jump(duration) @contextlib.contextmanager def fake_time_trio(): from trio.testing import MockClock trio_clock = MockClock(autojump_threshold=0) fake_clock = FakeClockTrio(trio_clock) with fake_time(fake_clock): yield fake_clock ================================================ FILE: test/low_level/__init__.py ================================================ ================================================ FILE: test/low_level/test_context.py ================================================ from __future__ import annotations import contextvars import time from typing import Any import pytest from ..util import busy_wait from .util import parametrize_setstatprofile @parametrize_setstatprofile def test_context_type(setstatprofile): with pytest.raises(TypeError): setstatprofile(lambda f, e, a: 0, 1e6, "not a context var") setstatprofile(None) profiler_context_var: contextvars.ContextVar[object | None] = contextvars.ContextVar( "profiler_context_var", default=None ) @parametrize_setstatprofile def test_context_tracking(setstatprofile): profile_calls = [] def profile_callback(frame, event, arg): nonlocal profile_calls profile_calls.append((frame, event, arg)) profiler_1 = object() profiler_2 = object() context_1 = contextvars.copy_context() context_2 = contextvars.copy_context() context_1.run(profiler_context_var.set, profiler_1) context_2.run(profiler_context_var.set, profiler_2) setstatprofile( profile_callback, 1e10, # set large interval so we only get context_change events profiler_context_var, ) context_1.run(busy_wait, 0.001) context_2.run(busy_wait, 0.001) setstatprofile(None) assert all(c[1] == "context_changed" for c in profile_calls) assert len(profile_calls) == 4 new, old, _ = profile_calls[0][2] assert old is None assert new is profiler_1 new, old, _ = profile_calls[1][2] assert old is profiler_1 assert new is None new, old, _ = profile_calls[2][2] assert old is None assert new is profiler_2 new, old, _ = profile_calls[3][2] assert old is profiler_2 assert new is None ================================================ FILE: test/low_level/test_custom_timer.py ================================================ from typing import Any from .util import parametrize_setstatprofile class CallCounter: def __init__(self) -> None: self.count = 0 def __call__(self, *args: Any, **kwds: Any) -> Any: self.count += 1 @parametrize_setstatprofile def test_increment(setstatprofile): time = 0.0 def fake_time(): return time def fake_sleep(duration): nonlocal time time += duration counter = CallCounter() setstatprofile(counter, timer_func=fake_time, timer_type="timer_func") for _ in range(100): fake_sleep(1.0) setstatprofile(None) assert counter.count == 100 ================================================ FILE: test/low_level/test_floatclock.py ================================================ import ctypes import time import pytest import pyinstrument.low_level.stat_profile as native_module lib = ctypes.CDLL(native_module.__file__) pyi_floatclock = lib.pyi_floatclock pyi_floatclock.argtypes = [ctypes.c_int] pyi_floatclock.restype = ctypes.c_double def test_floatclock(): time_a = pyi_floatclock(0) time.sleep(0.001) time_b = pyi_floatclock(0) assert time_b > time_a def test_is_in_seconds(): floatclock_time_a = pyi_floatclock(0) time_a = time.time() time.sleep(0.1) floatclock_time_b = pyi_floatclock(0) time_b = time.time() floatclock_duration = floatclock_time_b - floatclock_time_a duration = time_b - time_a assert floatclock_duration == pytest.approx(duration, rel=0.1) ================================================ FILE: test/low_level/test_frame_info.py ================================================ import inspect import pytest from pyinstrument.low_level import stat_profile as stat_profile_c from pyinstrument.low_level import stat_profile_python class AClass: def get_frame_info_for_a_method(self, getter_function, del_local): if del_local: del self frame = inspect.currentframe() assert frame return getter_function(frame) def get_frame_info_with_cell_variable(self, getter_function, del_local): def an_inner_function(): # reference self to make it a cell variable if self: pass if del_local: del self frame = inspect.currentframe() assert frame return getter_function(frame) @classmethod def get_frame_info_for_a_class_method(cls, getter_function, del_local): if del_local: del cls frame = inspect.currentframe() assert frame return getter_function(frame) @classmethod def get_frame_info_for_a_class_method_where_cls_is_reassigned(cls, getter_function, del_local): cls = 1 if del_local: del cls frame = inspect.currentframe() assert frame return getter_function(frame) def test_frame_info(): frame = inspect.currentframe() assert frame assert stat_profile_c.get_frame_info(frame) == stat_profile_python.get_frame_info(frame) def test_frame_info_hide_true(): __tracebackhide__ = True frame = inspect.currentframe() assert frame assert stat_profile_c.get_frame_info(frame) == stat_profile_python.get_frame_info(frame) def test_frame_info_hide_false(): """to avoid calling FastToLocals on the c side, __tracebackhide__ = True and __tracebackhide__ = False are treated the same. All that matters is that the var is defined """ __tracebackhide__ = False frame = inspect.currentframe() assert frame assert stat_profile_c.get_frame_info(frame) == stat_profile_python.get_frame_info(frame) instance = AClass() @pytest.mark.parametrize( "test_function", [ instance.get_frame_info_for_a_method, AClass.get_frame_info_for_a_class_method, instance.get_frame_info_with_cell_variable, AClass.get_frame_info_for_a_class_method_where_cls_is_reassigned, ], ) @pytest.mark.parametrize("del_local", [True, False]) def test_frame_info_with_classes(test_function, del_local): c_frame_info = test_function(stat_profile_c.get_frame_info, del_local=del_local) py_frame_info = test_function(stat_profile_python.get_frame_info, del_local=del_local) assert c_frame_info == py_frame_info ================================================ FILE: test/low_level/test_setstatprofile.py ================================================ import sys import time from typing import Any import pytest from ..util import busy_wait, flaky_in_ci from .util import parametrize_setstatprofile class CallCounter: def __init__(self) -> None: self.count = 0 def __call__(self, *args: Any, **kwds: Any) -> Any: self.count += 1 @flaky_in_ci @parametrize_setstatprofile def test_100ms(setstatprofile): counter = CallCounter() setstatprofile(counter, 0.1) busy_wait(1.0) setstatprofile(None) assert 8 < counter.count < 12 @flaky_in_ci @parametrize_setstatprofile def test_10ms(setstatprofile): counter = CallCounter() setstatprofile(counter, 0.01) busy_wait(1.0) setstatprofile(None) assert 70 <= counter.count <= 130 @parametrize_setstatprofile def test_internal_object_compatibility(setstatprofile): setstatprofile(CallCounter(), 1e6) profile_state = sys.getprofile() print(repr(profile_state)) print(str(profile_state)) print(profile_state) print(type(profile_state)) print(type(profile_state).__name__) # type: ignore setstatprofile(None) ================================================ FILE: test/low_level/test_threaded.py ================================================ from __future__ import annotations import threading import time from typing import Any, List from unittest import TestCase import pytest from pyinstrument.low_level.stat_profile import setstatprofile from ..util import busy_wait, do_nothing class CallCounter: def __init__(self, thread) -> None: self.thread = thread self.count = 0 def __call__(self, *args: Any, **kwds: Any) -> Any: assert self.thread is threading.current_thread() self.count += 1 def test_threaded(): # assert that each thread gets its own callbacks, and check that it # doesn't crash! counters: list[CallCounter | None] = [None for _ in range(10)] stop = False def profile_a_busy_wait(i): thread = threads[i] counter = CallCounter(thread) counters[i] = counter setstatprofile(counter, 0.001) while not stop: do_nothing() setstatprofile(None) threads = [threading.Thread(target=profile_a_busy_wait, args=(i,)) for i in range(10)] for thread in threads: thread.start() while not stop: stop = all(c is not None and c.count > 10 for c in counters) for thread in threads: thread.join() ================================================ FILE: test/low_level/test_timing_thread.py ================================================ import ctypes import os import sys import time import pyinstrument.low_level.stat_profile as native_module from ..util import busy_wait, flaky_in_ci lib = ctypes.CDLL(native_module.__file__) pyi_timing_thread_subscribe = lib.pyi_timing_thread_subscribe pyi_timing_thread_subscribe.argtypes = [ctypes.c_double] pyi_timing_thread_subscribe.restype = ctypes.c_int pyi_timing_thread_get_time = lib.pyi_timing_thread_get_time pyi_timing_thread_get_time.argtypes = [] pyi_timing_thread_get_time.restype = ctypes.c_double pyi_timing_thread_get_interval = lib.pyi_timing_thread_get_interval pyi_timing_thread_get_interval.argtypes = [] pyi_timing_thread_get_interval.restype = ctypes.c_double pyi_timing_thread_unsubscribe = lib.pyi_timing_thread_unsubscribe pyi_timing_thread_unsubscribe.argtypes = [ctypes.c_int] pyi_timing_thread_unsubscribe.restype = ctypes.c_int PYI_TIMING_THREAD_UNKNOWN_ERROR = -1 PYI_TIMING_THREAD_TOO_MANY_SUBSCRIBERS = -2 if sys.platform == "win32": # on windows, the thread scheduling 'quanta', the time that a thread can run # before potentially being pre-empted, is 20-30ms. This means that the # worst-case, we have to wait 30ms before the timing thread gets a chance to # run. This isn't really a huge problem in practice, because thread-based # timing isn't much use on windows, since the synchronous timing functions are # so fast. WAIT_TIME = 0.03 elif os.environ.get("QEMU_EMULATED"): # the scheduler seems slower under emulation WAIT_TIME = 0.2 else: WAIT_TIME = 0.015 @flaky_in_ci def test(): # check the thread isn't running to begin with assert pyi_timing_thread_get_interval() == -1 time_before = pyi_timing_thread_get_time() time.sleep(WAIT_TIME) assert pyi_timing_thread_get_time() == time_before # subscribe subscription_id = pyi_timing_thread_subscribe(0.001) try: assert subscription_id >= 0 assert pyi_timing_thread_get_interval() == 0.001 # check it's updating busy_wait(WAIT_TIME) time_a = pyi_timing_thread_get_time() assert time_a > time_before busy_wait(WAIT_TIME) time_b = pyi_timing_thread_get_time() assert time_b > time_a # unsubscribe assert pyi_timing_thread_unsubscribe(subscription_id) == 0 assert pyi_timing_thread_get_interval() == -1 # check it's stopped updating time.sleep(WAIT_TIME) time_c = pyi_timing_thread_get_time() time.sleep(WAIT_TIME) time_d = pyi_timing_thread_get_time() assert time_c == time_d finally: # ensure the subscriber is removed even if the test fails pyi_timing_thread_unsubscribe(subscription_id) def test_max_subscribers(): subscription_ids = [] try: for i in range(1000): subscription_id = pyi_timing_thread_subscribe(0.001) assert subscription_id >= 0 subscription_ids.append(subscription_id) # the next one should fail assert pyi_timing_thread_subscribe(0.001) == PYI_TIMING_THREAD_TOO_MANY_SUBSCRIBERS # unsubscribe them in FIFO order for subscription_id in subscription_ids: assert pyi_timing_thread_get_interval() == 0.001 assert pyi_timing_thread_unsubscribe(subscription_id) == 0 # check there are no subscribers left assert pyi_timing_thread_get_interval() == -1 finally: # ensure all subscription ids are removed even if the test fails while subscription_ids: subscription_id = subscription_ids.pop() pyi_timing_thread_unsubscribe(subscription_id) ================================================ FILE: test/low_level/util.py ================================================ import functools import pytest from pyinstrument.low_level.stat_profile import setstatprofile as setstatprofile_c from pyinstrument.low_level.stat_profile_python import setstatprofile as setstatprofile_python """ Parametrizes the test with both the C and Python setstatprofile, just to check that the Python one is up-to-date with the C version. """ parametrize_setstatprofile = pytest.mark.parametrize( "setstatprofile", [setstatprofile_c, setstatprofile_python], ) ================================================ FILE: test/test_cmdline.py ================================================ import os import re import subprocess import sys import textwrap from pathlib import Path import pytest from .util import BUSY_WAIT_SCRIPT EXECUTION_DETAILS_SCRIPT = f""" #!{sys.executable} import sys, os print('__name__', __name__, file=sys.stderr) print('sys.argv', sys.argv, file=sys.stderr) print('sys.executable', os.path.realpath(sys.executable), file=sys.stderr) print('os.getcwd()', os.getcwd(), file=sys.stderr) """.strip() @pytest.mark.parametrize( "pyinstrument_invocation", (["pyinstrument"], [sys.executable, "-m", "pyinstrument"]), ) class TestCommandLine: @pytest.fixture(autouse=True) def _suppress_warnings(self, monkeypatch: pytest.MonkeyPatch): monkeypatch.setenv("PYINSTRUMENT_IGNORE_OVERHEAD_WARNING", "1") def test_command_line(self, pyinstrument_invocation, tmp_path: Path): busy_wait_py = tmp_path / "busy_wait.py" busy_wait_py.write_text(BUSY_WAIT_SCRIPT) # need to wrap Paths with str() due to CPython bug 33617 (fixed in Python 3.8) output = subprocess.check_output([*pyinstrument_invocation, str(busy_wait_py)]) assert "busy_wait" in str(output) assert "do_nothing" in str(output) def test_module_running(self, pyinstrument_invocation, tmp_path: Path): (tmp_path / "busy_wait_module").mkdir() (tmp_path / "busy_wait_module" / "__init__.py").touch() (tmp_path / "busy_wait_module" / "__main__.py").write_text(BUSY_WAIT_SCRIPT) output = subprocess.check_output( [*pyinstrument_invocation, "-m", "busy_wait_module"], cwd=tmp_path ) assert "busy_wait" in str(output) assert "do_nothing" in str(output) def test_single_file_module_running(self, pyinstrument_invocation, tmp_path: Path): busy_wait_py = tmp_path / "busy_wait.py" busy_wait_py.write_text(BUSY_WAIT_SCRIPT) output = subprocess.check_output( [*pyinstrument_invocation, "-m", "busy_wait"], cwd=tmp_path ) assert "busy_wait" in str(output) assert "do_nothing" in str(output) def test_running_yourself_as_module(self, pyinstrument_invocation): subprocess.check_call( [*pyinstrument_invocation, "-m", "pyinstrument", "--help"], ) def test_path(self, pyinstrument_invocation, tmp_path: Path, monkeypatch): if sys.platform == "win32": pytest.skip("--from-path is not supported on Windows") program_path = tmp_path / "pyi_test_program" program_path.write_text(BUSY_WAIT_SCRIPT) program_path.chmod(0x755) monkeypatch.setenv("PATH", str(tmp_path), prepend=os.pathsep) subprocess.check_call( [*pyinstrument_invocation, "--from-path", "--", "pyi_test_program"], ) def test_program_passed_as_string(self, pyinstrument_invocation, tmp_path: Path): # check the program actually runs output_file = tmp_path / "output.txt" output = subprocess.check_output( [ *pyinstrument_invocation, "-c", textwrap.dedent( f""" import sys from pathlib import Path output_file = Path(sys.argv[1]) output_file.write_text("Hello World") print("Finished.") """ ), str(output_file), ], ) assert "Finished." in str(output) assert output_file.read_text() == "Hello World" # check the output output = subprocess.check_output([*pyinstrument_invocation, "-c", BUSY_WAIT_SCRIPT]) print(output.decode("utf-8")) assert "busy_wait" in str(output) assert "do_nothing" in str(output) def test_script_execution_details(self, pyinstrument_invocation, tmp_path: Path): program_path = tmp_path / "program.py" program_path.write_text(EXECUTION_DETAILS_SCRIPT) process_pyi = subprocess.run( [*pyinstrument_invocation, str(program_path), "arg1", "arg2"], stderr=subprocess.PIPE, check=True, text=True, ) process_native = subprocess.run( [sys.executable, str(program_path), "arg1", "arg2"], stderr=subprocess.PIPE, check=True, text=True, ) print("process_pyi.stderr", process_pyi.stderr) print("process_native.stderr", process_native.stderr) assert process_pyi.stderr == process_native.stderr def test_module_execution_details(self, pyinstrument_invocation, tmp_path: Path): (tmp_path / "test_module").mkdir() (tmp_path / "test_module" / "__init__.py").touch() (tmp_path / "test_module" / "__main__.py").write_text(EXECUTION_DETAILS_SCRIPT) process_pyi = subprocess.run( [*pyinstrument_invocation, "-m", "test_module", "arg1", "arg2"], stderr=subprocess.PIPE, check=True, cwd=tmp_path, text=True, ) process_native = subprocess.run( [sys.executable, "-m", "test_module", "arg1", "arg2"], stderr=subprocess.PIPE, check=True, cwd=tmp_path, text=True, ) print("process_pyi.stderr", process_pyi.stderr) print("process_native.stderr", process_native.stderr) assert process_native.stderr assert process_pyi.stderr == process_native.stderr def test_path_execution_details(self, pyinstrument_invocation, tmp_path: Path, monkeypatch): if sys.platform == "win32": pytest.skip("--from-path is not supported on Windows") program_path = tmp_path / "pyi_test_program" program_path.write_text(EXECUTION_DETAILS_SCRIPT) program_path.chmod(0x755) monkeypatch.setenv("PATH", str(tmp_path), prepend=os.pathsep) process_pyi = subprocess.run( [ *pyinstrument_invocation, "--from-path", "--", "pyi_test_program", "arg1", "arg2", ], stderr=subprocess.PIPE, check=True, text=True, ) process_native = subprocess.run( ["pyi_test_program", "arg1", "arg2"], stderr=subprocess.PIPE, check=True, text=True, ) print("process_pyi.stderr", process_pyi.stderr) print("process_native.stderr", process_native.stderr) assert process_pyi.stderr == process_native.stderr def test_program_passed_as_string_execution_details( self, pyinstrument_invocation, tmp_path: Path ): process_pyi = subprocess.run( [*pyinstrument_invocation, "-c", EXECUTION_DETAILS_SCRIPT], stderr=subprocess.PIPE, check=True, text=True, ) process_native = subprocess.run( [sys.executable, "-c", EXECUTION_DETAILS_SCRIPT], stderr=subprocess.PIPE, check=True, text=True, ) print("process_pyi.stderr", process_pyi.stderr) print("process_native.stderr", process_native.stderr) assert process_native.stderr assert process_pyi.stderr == process_native.stderr def test_session_save_and_load(self, pyinstrument_invocation, tmp_path: Path): busy_wait_py = tmp_path / "busy_wait.py" busy_wait_py.write_text(BUSY_WAIT_SCRIPT) session_file = tmp_path / "session.pyisession" subprocess.check_call( [ *pyinstrument_invocation, "--renderer=session", f"--outfile={session_file}", str(busy_wait_py), ] ) # check it's a valid Session file from pyinstrument.session import Session Session.load(session_file) # run pyinstrument again to render the output output = subprocess.check_output([*pyinstrument_invocation, f"--load={session_file}"]) assert "busy_wait" in str(output) assert "do_nothing" in str(output) def test_interval(self, pyinstrument_invocation, tmp_path: Path): busy_wait_py = tmp_path / "busy_wait.py" busy_wait_py.write_text(BUSY_WAIT_SCRIPT) output = subprocess.check_output( [ *pyinstrument_invocation, "--interval", "0.002", str(busy_wait_py), ] ) assert "busy_wait" in str(output) assert "do_nothing" in str(output) def test_invocation_machinery_is_trimmed(self, pyinstrument_invocation, tmp_path: Path): busy_wait_py = tmp_path / "busy_wait.py" busy_wait_py.write_text(BUSY_WAIT_SCRIPT) output = subprocess.check_output( [ *pyinstrument_invocation, "--show-all", str(busy_wait_py), ], universal_newlines=True, ) print("Output:") print(output) first_profiling_line = re.search(r"^\d+(\.\d+)?\s+([^\s]+)\s+(.*)", output, re.MULTILINE) assert first_profiling_line function_name = first_profiling_line.group(2) location = first_profiling_line.group(3) assert function_name == "" assert "busy_wait.py" in location def test_target_description(self, pyinstrument_invocation, tmp_path: Path): busy_wait_py = tmp_path / "busy_wait.py" busy_wait_py.write_text(BUSY_WAIT_SCRIPT) output = subprocess.check_output( [ *pyinstrument_invocation, "--target-description", "'foobar'", str(busy_wait_py), ] ) assert "foobar" in str(output) def test_target_description_format(self, pyinstrument_invocation, tmp_path: Path): busy_wait_py = tmp_path / "busy_wait.py" busy_wait_py.write_text(BUSY_WAIT_SCRIPT) output = subprocess.check_output( [ *pyinstrument_invocation, "--target-description", "'foobar {args}'", str(busy_wait_py), ] ) assert f"foobar {busy_wait_py}" in str(output) def test_target_description_format_errors(self, pyinstrument_invocation, tmp_path: Path): busy_wait_py = tmp_path / "busy_wait.py" busy_wait_py.write_text(BUSY_WAIT_SCRIPT) result = subprocess.run( [ *pyinstrument_invocation, "--target-description", "''{foo}'", str(busy_wait_py), ], text=True, stderr=subprocess.PIPE, ) assert f"Unknown placeholder 'foo'" in str(result.stderr) assert result.returncode == 2 result = subprocess.run( [ *pyinstrument_invocation, "--target-description", "''{}'", str(busy_wait_py), ], text=True, stderr=subprocess.PIPE, ) assert f"Empty placeholder" in str(result.stderr) assert result.returncode == 2 def test_binary_output(self, pyinstrument_invocation, tmp_path: Path): busy_wait_py = tmp_path / "busy_wait.py" busy_wait_py.write_text(BUSY_WAIT_SCRIPT) output_file = tmp_path / "output.pstats" subprocess.check_call( [ *pyinstrument_invocation, "--renderer=pstats", f"--outfile={output_file}", str(busy_wait_py), ], universal_newlines=True, ) assert output_file.exists() # check it can be loaded import pstats stats = pstats.Stats(str(output_file)) assert stats def test_program_exit_code(self, pyinstrument_invocation, tmp_path: Path): exit_1_py = tmp_path / "exit_1.py" exit_1_py.write_text("""import sys; sys.exit(1)""") retcode = subprocess.call( [ *pyinstrument_invocation, str(exit_1_py), ], ) assert retcode == 1 ================================================ FILE: test/test_cmdline_main.py ================================================ from pathlib import Path import pytest from pyinstrument.__main__ import main from pyinstrument.renderers.base import FrameRenderer from .util import BUSY_WAIT_SCRIPT fake_renderer_instance = None class FakeRenderer(FrameRenderer): def __init__(self, time=None, **kwargs): self.time = time super().__init__(**kwargs) global fake_renderer_instance fake_renderer_instance = self print("instance") def default_processors(self): """ Return a list of processors that this renderer uses by default. """ return [] def render(self, session) -> str: return "" def test_renderer_option(monkeypatch: pytest.MonkeyPatch, tmp_path: Path): (tmp_path / "test_program.py").write_text(BUSY_WAIT_SCRIPT) monkeypatch.setattr( "sys.argv", [ "pyinstrument", "-r", "test.test_cmdline_main.FakeRenderer", "-p", "time=percent_of_total", "test_program.py", ], ) monkeypatch.chdir(tmp_path) global fake_renderer_instance fake_renderer_instance = None main() assert fake_renderer_instance is not None assert fake_renderer_instance.time == "percent_of_total" def test_json_renderer_option(monkeypatch: pytest.MonkeyPatch, tmp_path: Path): (tmp_path / "test_program.py").write_text(BUSY_WAIT_SCRIPT) monkeypatch.setattr( "sys.argv", [ "pyinstrument", "-r", "test.test_cmdline_main.FakeRenderer", "-p", 'processor_options={"some_option": 44}', "test_program.py", ], ) monkeypatch.chdir(tmp_path) global fake_renderer_instance fake_renderer_instance = None main() assert fake_renderer_instance is not None assert fake_renderer_instance.processor_options["some_option"] == 44 def test_dotted_renderer_option(monkeypatch: pytest.MonkeyPatch, tmp_path: Path): (tmp_path / "test_program.py").write_text(BUSY_WAIT_SCRIPT) monkeypatch.setattr( "sys.argv", [ "pyinstrument", "-r", "test.test_cmdline_main.FakeRenderer", "-p", "processor_options.other_option=13", "test_program.py", ], ) monkeypatch.chdir(tmp_path) global fake_renderer_instance fake_renderer_instance = None main() assert fake_renderer_instance is not None assert fake_renderer_instance.processor_options["other_option"] == 13 ================================================ FILE: test/test_context_manager.py ================================================ from test.fake_time_util import fake_time import pytest import pyinstrument from pyinstrument.context_manager import ProfileContext def test_profile_context_decorator(capfd): with fake_time() as clock: @pyinstrument.profile def my_function(): clock.sleep(1.0) my_function() out, err = capfd.readouterr() print(err) assert "Function test_profile_context_decorator" in err assert "1.000 my_function" in err def test_profile_context_manager(capfd): with fake_time() as clock: with pyinstrument.profile(): def my_function(): clock.sleep(1.0) my_function() out, err = capfd.readouterr() print(err) assert "Block at" in err assert "1.000 my_function" in err ================================================ FILE: test/test_ipython_magic.py ================================================ import signal import textwrap from test.fake_time_util import fake_time from threading import Thread from time import sleep import pytest # note: IPython should be imported within each test. Importing it in our tests # seems to cause problems with subsequent tests. cell_code = """ import time def function_a(): function_b() function_c() def function_b(): function_d() def function_c(): function_d() def function_d(): function_e() def function_e(): time.sleep(0.1) function_a() """ # Tests # @pytest.mark.ipythonmagic def test_magics(ip): from IPython.utils.capture import capture_output as capture_ipython_output with fake_time(): with capture_ipython_output() as captured: ip.run_cell_magic("pyinstrument", line="", cell=cell_code) assert len(captured.outputs) == 1 output = captured.outputs[0] assert "text/html" in output.data assert "text/plain" in output.data assert "function_a" in output.data["text/html"] assert " 0 root_frame = session.root_frame() assert root_frame assert root_frame.time == pytest.approx(0.2, rel=0.1) assert root_frame.await_time() == pytest.approx(0.2, rel=0.1) sleep_frame = next(f for f in walk_frames(root_frame) if f.function == "sleep") assert sleep_frame.time == pytest.approx(0.2, rel=0.1) assert sleep_frame.time == pytest.approx(0.2, rel=0.1) def test_sleep_trio(): import trio async def run(): profiler = Profiler() profiler.start() await trio.sleep(0.2) session = profiler.stop() assert len(session.frame_records) > 0 root_frame = session.root_frame() assert root_frame assert root_frame.time == pytest.approx(0.2) assert root_frame.await_time() == pytest.approx(0.2) sleep_frame = next(f for f in walk_frames(root_frame) if f.function == "sleep") assert sleep_frame.time == pytest.approx(0.2) assert sleep_frame.time == pytest.approx(0.2) with fake_time_trio() as fake_clock: trio.run(run, clock=fake_clock.trio_clock) @flaky_in_ci @pytest.mark.parametrize("engine", ["asyncio", "trio"]) def test_profiler_task_isolation(engine): profiler_session: Optional[Session] = None async def async_wait(sync_time, async_time, profile=False, engine="asyncio"): # an async function that has both sync work and async work profiler = None if profile: profiler = Profiler() profiler.start() time.sleep(sync_time / 2) if engine == "asyncio": await asyncio.sleep(async_time) else: import trio await trio.sleep(async_time) time.sleep(sync_time / 2) if profiler: profiler.stop() profiler.print(show_all=True) return profiler.last_session if engine == "asyncio": loop = asyncio.new_event_loop() with fake_time_asyncio(loop): profile_task = loop.create_task(async_wait(sync_time=0.1, async_time=0.5, profile=True)) loop.create_task(async_wait(sync_time=0.1, async_time=0.3)) loop.create_task(async_wait(sync_time=0.1, async_time=0.3)) loop.run_until_complete(profile_task) loop.close() profiler_session = profile_task.result() elif engine == "trio": import trio async def async_wait_and_capture(**kwargs): nonlocal profiler_session profiler_session = await async_wait(**kwargs) async def multi_task(): async with trio.open_nursery() as nursery: nursery.start_soon( partial( async_wait_and_capture, sync_time=0.1, async_time=0.5, engine="trio", profile=True, ) ) nursery.start_soon( partial(async_wait, sync_time=0.1, async_time=0.3, engine="trio") ) # pyright: ignore nursery.start_soon( partial(async_wait, sync_time=0.1, async_time=0.3, engine="trio") ) # pyright: ignore with fake_time_trio() as fake_clock: trio.run(multi_task, clock=fake_clock.trio_clock) else: assert_never(engine) assert profiler_session root_frame = profiler_session.root_frame() assert root_frame is not None fake_work_frame = next(f for f in walk_frames(root_frame) if f.function == "async_wait") assert fake_work_frame.time == pytest.approx(0.1 + 0.5, rel=0.1) root_frame = processors.aggregate_repeated_calls(root_frame, {}) assert root_frame await_frames = [f for f in walk_frames(root_frame) if f.identifier == AWAIT_FRAME_IDENTIFIER] assert sum(f.await_time() for f in await_frames) == pytest.approx(0.5, rel=0.1) assert sum(f.time for f in await_frames) == pytest.approx(0.5, rel=0.1) PYTHON_IS_PRERELEASE = sys.version_info.releaselevel != "final" @pytest.mark.skipif( PYTHON_IS_PRERELEASE, reason="greenlet is often slow to gain support for new interpreters" ) def test_greenlet(): import greenlet profiler = Profiler() with fake_time(): profiler.start() def y(duration): time.sleep(duration) y(0.1) greenlet.greenlet(y).switch(0.1) session = profiler.stop() profiler.print() root_frame = session.root_frame() assert root_frame assert root_frame.time == pytest.approx(0.2, rel=0.1) sleep_frames = [f for f in walk_frames(root_frame) if f.function == "sleep"] assert len(sleep_frames) == 2 assert sleep_frames[0].time == pytest.approx(0.1, rel=0.1) assert sleep_frames[1].time == pytest.approx(0.1, rel=0.1) @pytest.mark.skipif( PYTHON_IS_PRERELEASE, reason="greenlet is often slow to gain support for new interpreters" ) def test_strict_with_greenlet(): import greenlet profiler = Profiler(async_mode="strict") with fake_time(): profiler.start() def y(duration): time.sleep(duration) y(0.1) greenlet.greenlet(y).switch(0.1) session = profiler.stop() profiler.print() root_frame = session.root_frame() assert root_frame assert root_frame.time == pytest.approx(0.2, rel=0.1) sleep_frames = [f for f in walk_frames(root_frame) if f.function == "sleep"] assert len(sleep_frames) == 1 assert sleep_frames[0].time == pytest.approx(0.1, rel=0.1) greenlet_frames = [ f for f in walk_frames(root_frame) if f.identifier == OUT_OF_CONTEXT_FRAME_IDENTIFIER ] assert len(greenlet_frames) == 1 assert greenlet_frames[0].time == pytest.approx(0.1, rel=0.1) ================================================ FILE: test/test_pstats_renderer.py ================================================ import os import time from pathlib import Path from pstats import Stats from test.fake_time_util import FakeClock, fake_time from typing import Any import pytest from pyinstrument import Profiler from pyinstrument.renderers import PstatsRenderer def a(): b() c() def b(): d() def c(): d() def d(): e() def e(): time.sleep(1) @pytest.fixture(scope="module") def profiler_session(): with fake_time(): profiler = Profiler() profiler.start() a() profiler.stop() return profiler.last_session def test_pstats_renderer(profiler_session, tmp_path): fname = tmp_path / "test.pstats" pstats_data = PstatsRenderer().render(profiler_session) with open(fname, "wb") as fid: fid.write(pstats_data.encode(encoding="utf-8", errors="surrogateescape")) stats: Any = Stats(str(fname)) # Sanity check assert stats.total_tt > 0 # The graph is # a() -> b() -> d() -> e() -> time.sleep() # \-> c() / # so make sure d has callers of b, c, and that the times make sense # in stats, # keys are tuples (file_path, line, func) # values are tuples (calltime, numcalls, selftime, cumtime, callers) # in callers, # keys are the same as in stats # values are the same as stats but without callers # check the time of d d_key = [k for k in stats.stats.keys() if k[2] == "d"][0] d_val = stats.stats[d_key] d_cumtime = d_val[3] assert d_cumtime == pytest.approx(2) # check d's callers times are split b_key = [k for k in stats.stats.keys() if k[2] == "b"][0] c_key = [k for k in stats.stats.keys() if k[2] == "c"][0] d_callers = d_val[4] b_cumtime = d_callers[b_key][3] c_cumtime = d_callers[c_key][3] assert b_cumtime == pytest.approx(1) assert c_cumtime == pytest.approx(1) # check the time of e e_key = [k for k in stats.stats.keys() if k[2] == "e"][0] e_val = stats.stats[e_key] e_cumtime = e_val[3] assert e_cumtime == pytest.approx(2) def test_round_trip_encoding_of_binary_data(tmp_path: Path): # as used by the pstats renderer data_blob = os.urandom(1024) file = tmp_path / "file.dat" data_blob_string = data_blob.decode(encoding="utf-8", errors="surrogateescape") # newline='' is required to prevent the default newline translation with open(file, mode="w", encoding="utf-8", errors="surrogateescape", newline="") as f: f.write(data_blob_string) assert data_blob == data_blob_string.encode(encoding="utf-8", errors="surrogateescape") assert data_blob == file.read_bytes() def sleep_and_busy_wait(clock: FakeClock): time.sleep(1.0) # this looks like a busy wait to the profiler clock.time += 1.0 def test_sum_of_tottime(tmp_path): # Check that the sum of the tottime of all the functions is equal to the # total time of the profile with fake_time() as clock: profiler = Profiler() profiler.start() sleep_and_busy_wait(clock) profiler.stop() profiler_session = profiler.last_session assert profiler_session pstats_data = PstatsRenderer().render(profiler_session) fname = tmp_path / "test.pstats" with open(fname, "wb") as fid: fid.write(pstats_data.encode(encoding="utf-8", errors="surrogateescape")) stats: Any = Stats(str(fname)) assert stats.total_tt == pytest.approx(2) ================================================ FILE: test/test_renderers.py ================================================ # some tests for the renderer classes from __future__ import annotations import sys import time from unittest.mock import patch import pytest from pyinstrument import renderers from pyinstrument.profiler import Profiler from pyinstrument.session import Session from .fake_time_util import fake_time # utils frame_renderer_classes: list[type[renderers.FrameRenderer]] = [ renderers.ConsoleRenderer, renderers.JSONRenderer, renderers.PstatsRenderer, renderers.SpeedscopeRenderer, ] parametrize_frame_renderer_class = pytest.mark.parametrize( "frame_renderer_class", frame_renderer_classes, ids=lambda c: c.__name__ ) # fixtures def a(): b() c() def b(): d() def c(): d() def d(): e() def e(): time.sleep(1) @pytest.fixture(scope="module") def profiler_session(): with fake_time(): profiler = Profiler() profiler.start() a() profiler.stop() return profiler.last_session # tests @parametrize_frame_renderer_class def test_empty_profile(frame_renderer_class: type[renderers.FrameRenderer]): with Profiler() as profiler: pass profiler.output(renderer=frame_renderer_class()) @parametrize_frame_renderer_class def test_timeline_doesnt_crash( profiler_session, frame_renderer_class: type[renderers.FrameRenderer] ): renderer = frame_renderer_class(timeline=True) renderer.render(profiler_session) @parametrize_frame_renderer_class def test_show_all_doesnt_crash( profiler_session, frame_renderer_class: type[renderers.FrameRenderer] ): renderer = frame_renderer_class(show_all=True) renderer.render(profiler_session) @pytest.mark.parametrize("flat_time", ["self", "total"]) def test_console_renderer_flat_doesnt_crash(profiler_session, flat_time): renderer = renderers.ConsoleRenderer(flat=True, flat_time=flat_time) renderer.render(profiler_session) def test_html_renderer_resampling(capsys): # create a session with more than 100,000 samples frame_records = [] # first 100,000 frames have almost no time in them frame_records += [("\x00somemodule/__init__.py\x0012", 1e-9)] * 100_000 # last frame has some time in it frame_records += [("a\x00b\x001", 1)] session = Session( duration=1.0001, start_time=0, frame_records=frame_records, sample_count=len(frame_records), min_interval=1e-9, max_interval=1e-9, start_call_stack=["\x00somemodule/__init__.py\x0012"], target_description="test", cpu_time=1.0001, sys_path=sys.path, sys_prefixes=[], ) renderer = renderers.HTMLRenderer() with patch("pyinstrument.session.Session._resample_frame_records") as mock_resample: renderer.render(session) captured = capsys.readouterr() assert "Resampled to" in captured.err assert mock_resample.called ================================================ FILE: test/test_stack_sampler.py ================================================ import contextvars import sys import time import pytest from pyinstrument import stack_sampler from .util import do_nothing, flaky_in_ci, tidy_up_profiler_state_on_fail class SampleCounter: count = 0 def sample(self, stack, time, async_state): self.count += 1 def test_create(): sampler = stack_sampler.get_stack_sampler() assert sampler is not None assert sampler is stack_sampler.get_stack_sampler() @flaky_in_ci @tidy_up_profiler_state_on_fail def test_get_samples(): sampler = stack_sampler.get_stack_sampler() counter = SampleCounter() assert sys.getprofile() is None sampler.subscribe(counter.sample, desired_interval=0.001, use_async_context=True) assert sys.getprofile() is not None assert len(sampler.subscribers) == 1 start = time.time() while time.time() < start + 1 and counter.count == 0: do_nothing() assert counter.count > 0 assert sys.getprofile() is not None sampler.unsubscribe(counter.sample) assert sys.getprofile() is None assert len(sampler.subscribers) == 0 @flaky_in_ci @tidy_up_profiler_state_on_fail def test_multiple_samplers(): sampler = stack_sampler.get_stack_sampler() counter_1 = SampleCounter() counter_2 = SampleCounter() sampler.subscribe(counter_1.sample, desired_interval=0.001, use_async_context=False) sampler.subscribe(counter_2.sample, desired_interval=0.001, use_async_context=False) assert len(sampler.subscribers) == 2 start = time.time() while time.time() < start + 1 and counter_1.count == 0 and counter_2.count == 0: do_nothing() assert counter_1.count > 0 assert counter_2.count > 0 assert sys.getprofile() is not None sampler.unsubscribe(counter_1.sample) sampler.unsubscribe(counter_2.sample) assert sys.getprofile() is None assert len(sampler.subscribers) == 0 def test_multiple_samplers_async_error(): sampler = stack_sampler.get_stack_sampler() counter_1 = SampleCounter() counter_2 = SampleCounter() sampler.subscribe(counter_1.sample, desired_interval=0.001, use_async_context=True) with pytest.raises(RuntimeError): sampler.subscribe(counter_2.sample, desired_interval=0.001, use_async_context=True) sampler.unsubscribe(counter_1.sample) @flaky_in_ci @tidy_up_profiler_state_on_fail def test_multiple_contexts(): sampler = stack_sampler.get_stack_sampler() counter_1 = SampleCounter() counter_2 = SampleCounter() context_1 = contextvars.copy_context() context_2 = contextvars.copy_context() assert sys.getprofile() is None assert len(sampler.subscribers) == 0 context_1.run( sampler.subscribe, target=counter_1.sample, desired_interval=0.001, use_async_context=True ) context_2.run( sampler.subscribe, target=counter_2.sample, desired_interval=0.001, use_async_context=True ) assert sys.getprofile() is not None assert len(sampler.subscribers) == 2 start = time.time() while time.time() < start + 1 and counter_1.count == 0 and counter_2.count == 0: do_nothing() assert counter_1.count > 0 assert counter_2.count > 0 assert sys.getprofile() is not None context_1.run(sampler.unsubscribe, counter_1.sample) context_2.run(sampler.unsubscribe, counter_2.sample) assert sys.getprofile() is None assert len(sampler.subscribers) == 0 def test_same_callback_twice_error(): sampler = stack_sampler.get_stack_sampler() counter = SampleCounter() sampler.subscribe(counter.sample, desired_interval=0.001, use_async_context=False) with pytest.raises(ValueError): sampler.subscribe(counter.sample, desired_interval=0.001, use_async_context=False) sampler.unsubscribe(counter.sample) ================================================ FILE: test/test_threading.py ================================================ import threading import time from test.fake_time_util import fake_time import pytest from pyinstrument import Profiler from .util import do_nothing def test_profiler_access_from_multiple_threads(): profiler = Profiler() profiler.start() thread_exception = None def helper(): while profiler._active_session and len(profiler._active_session.frame_records) < 10: time.sleep(0.0001) try: profiler.stop() except Exception as e: nonlocal thread_exception thread_exception = e t1 = threading.Thread(target=helper) t1.start() while t1.is_alive(): do_nothing() t1.join() with pytest.raises(Exception) as excinfo: profiler.output_html() assert "this profiler is still running" in excinfo.value.args[0] assert thread_exception is not None assert ( "Failed to stop profiling. Make sure that you start/stop profiling on the same thread." in thread_exception.args[0] ) # the above stop failed. actually stop the profiler profiler.stop() ================================================ FILE: test/util.py ================================================ import asyncio import os import sys import time from typing import Callable, Generator, Generic, Iterable, Iterator, NoReturn, Optional, TypeVar from flaky import flaky from pyinstrument import stack_sampler from pyinstrument.frame import SYNTHETIC_LEAF_IDENTIFIERS, Frame from pyinstrument.profiler import Profiler from pyinstrument.session import Session if "CI" in os.environ: # a decorator that allows some test flakiness in CI environments, presumably # due to contention. Useful for tests that rely on real time measurements. flaky_in_ci = flaky(max_runs=5, min_passes=1) else: flaky_in_ci = lambda a: a def assert_never(x: NoReturn) -> NoReturn: raise AssertionError(f"Invalid value: {x!r}") def do_nothing(): pass def busy_wait(duration): end_time = time.time() + duration while time.time() < end_time: do_nothing() def walk_frames(frame: Frame) -> Generator[Frame, None, None]: yield frame for f in frame.children: yield from walk_frames(f) T = TypeVar("T") def first(iterator: Iterator[T]) -> Optional[T]: try: return next(iterator) except StopIteration: return None def calculate_frame_tree_times(frame: Frame): # assuming that the leaf nodes of a frame tree have correct, time values, # calculate the times of all nodes in the frame tree child_time_sum = 0.0 for child in frame.children: if child.identifier not in SYNTHETIC_LEAF_IDENTIFIERS: calculate_frame_tree_times(child) child_time_sum += child.time frame.time = child_time_sum + frame.absorbed_time BUSY_WAIT_SCRIPT = """ import time, sys def do_nothing(): pass def busy_wait(duration): end_time = time.time() + duration while time.time() < end_time: do_nothing() def main(): print('sys.argv: ', sys.argv) busy_wait(0.1) if __name__ == '__main__': main() """ def dummy_session() -> Session: return Session( frame_records=[], start_time=0, min_interval=0.1, max_interval=0.1, duration=0, sample_count=0, start_call_stack=[], target_description="dummy", cpu_time=0, sys_path=sys.path, sys_prefixes=Session.current_sys_prefixes(), ) def tidy_up_profiler_state_on_fail(func: Callable) -> Callable[[], None]: """ Useful inside a test that's flaky in CI, where the check_sampler_state fixture only gets to run at the end of all flaky attempts. """ # consider adding to the flasky_in_ci decorator if it's useful elsewhere def wrapped(): try: func() except BaseException: sys.setprofile(None) stack_sampler.thread_locals.__dict__.clear() raise return wrapped