├── .codecov.yml ├── .flake8 ├── .github ├── renovate.json └── workflows │ └── tests.yml ├── .gitignore ├── .pre-commit-config.yaml ├── LICENSE.txt ├── README.md ├── justfile ├── package-lock.json ├── package.json ├── pyproject.toml ├── setup.cfg ├── tests ├── foo.py └── test_tuna.py ├── tox.ini └── tuna ├── __about__.py ├── __init__.py ├── __main__.py ├── _helpers.py ├── _import_profile.py ├── _runtime_profile.py ├── cli.py ├── magics.py ├── main.py ├── module_groups.py └── web ├── index.html └── static ├── .gitignore ├── favicon256.png ├── icicle.js └── tuna.css /.codecov.yml: -------------------------------------------------------------------------------- 1 | comment: no 2 | -------------------------------------------------------------------------------- /.flake8: -------------------------------------------------------------------------------- 1 | [flake8] 2 | ignore = E203, E266, E501, W503 3 | max-line-length = 80 4 | max-complexity = 18 5 | select = B,C,E,F,W,T4,B9 6 | -------------------------------------------------------------------------------- /.github/renovate.json: -------------------------------------------------------------------------------- 1 | { 2 | "schedule": ["before 3am on Monday"], 3 | "extends": ["config:base", "group:allNonMajor"] 4 | } 5 | -------------------------------------------------------------------------------- /.github/workflows/tests.yml: -------------------------------------------------------------------------------- 1 | name: tests 2 | 3 | on: 4 | push: 5 | branches: 6 | - main 7 | pull_request: 8 | branches: 9 | - main 10 | 11 | jobs: 12 | lint: 13 | runs-on: ubuntu-latest 14 | steps: 15 | - name: Check out repo 16 | uses: actions/checkout@v3 17 | - name: Run pre-commit 18 | uses: pre-commit/action@v3.0.0 19 | 20 | build: 21 | runs-on: ubuntu-latest 22 | needs: [lint] 23 | strategy: 24 | matrix: 25 | python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"] 26 | steps: 27 | - uses: actions/setup-python@v4 28 | with: 29 | python-version: ${{ matrix.python-version }} 30 | - uses: actions/checkout@v3 31 | - name: Test with tox 32 | run: | 33 | pip install tox 34 | tox 35 | - uses: codecov/codecov-action@v3 36 | if: ${{ matrix.python-version == '3.11' }} 37 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | *.swp 3 | *.prof 4 | MANIFEST 5 | README.rst 6 | dist/ 7 | build/ 8 | .coverage 9 | .cache/ 10 | *.egg-info/ 11 | .pytest_cache/ 12 | node_modules/ 13 | -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- 1 | repos: 2 | - repo: https://github.com/PyCQA/isort 3 | rev: 5.10.1 4 | hooks: 5 | - id: isort 6 | 7 | - repo: https://github.com/psf/black 8 | rev: 22.3.0 9 | hooks: 10 | - id: black 11 | language_version: python3 12 | 13 | - repo: https://github.com/PyCQA/flake8 14 | rev: 4.0.1 15 | hooks: 16 | - id: flake8 17 | -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. {http://fsf.org/} 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. 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EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT 593 | HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY 594 | OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, 595 | THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR 596 | PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM 597 | IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF 598 | ALL NECESSARY SERVICING, REPAIR OR CORRECTION. 599 | 600 | 16. Limitation of Liability. 601 | 602 | IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING 603 | WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS 604 | THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY 605 | GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE 606 | USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF 607 | DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD 608 | PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), 609 | EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF 610 | SUCH DAMAGES. 611 | 612 | 17. Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | {one line to give the program's name and a brief idea of what it does.} 635 | Copyright (C) {year} {name of author} 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see {http://www.gnu.org/licenses/}. 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | {{project}} Copyright (C) {{year}} {{fullname}} 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | {http://www.gnu.org/licenses/}. 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | {http://www.gnu.org/philosophy/why-not-lgpl.html}. 675 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 |
Performance analysis for Python.
4 | 5 | 6 | [](https://pypi.org/project/tuna) 7 | [](https://pypi.org/pypi/tuna/) 8 | [](https://github.com/nschloe/tuna) 9 | [](https://pepy.tech/project/tuna) 10 | 11 | 12 | 13 | [](https://discord.gg/hnTJ5MRX2Y) 14 | 15 | [](https://github.com/nschloe/tuna/actions?query=workflow%3Atests) 16 | [](https://github.com/psf/black) 17 | [](https://github.com/prettier/prettier) 18 | 19 | tuna is a modern, lightweight Python profile viewer inspired by 20 | [SnakeViz](https://github.com/jiffyclub/snakeviz). It handles runtime and import 21 | profiles, has minimal dependencies, uses [d3](https://d3js.org/) and 22 | [bootstrap](https://getbootstrap.com/), and avoids 23 | [certain](https://github.com/jiffyclub/snakeviz/issues/111) 24 | [errors](https://github.com/jiffyclub/snakeviz/issues/112) present in SnakeViz (see 25 | below) and is faster, too. 26 | 27 | Create a runtime profile with 28 | 29 | ``` 30 | python -mcProfile -o program.prof yourfile.py 31 | ``` 32 | 33 | or an [import 34 | profile](https://docs.python.org/3/using/cmdline.html#envvar-PYTHONPROFILEIMPORTTIME) 35 | with 36 | 37 | ``` 38 | python -X importtime yourfile.py 2> import.log 39 | ``` 40 | 41 | and show it with 42 | 43 | ``` 44 | tuna program.prof 45 | ``` 46 | 47 |  48 | 49 | ### Why tuna doesn't show the whole call tree 50 | 51 | The whole timed call tree _cannot_ be retrieved from profile data. Python developers 52 | made the decision to only store _parent data_ in profiles because it can be computed 53 | with little overhead. To illustrate, consider the following program. 54 | 55 | ```python 56 | import time 57 | 58 | 59 | def a(t0, t1): 60 | c(t0) 61 | d(t1) 62 | 63 | 64 | def b(): 65 | a(1, 4) 66 | 67 | 68 | def c(t): 69 | time.sleep(t) 70 | 71 | 72 | def d(t): 73 | time.sleep(t) 74 | 75 | 76 | if __name__ == "__main__": 77 | a(4, 1) 78 | b() 79 | ``` 80 | 81 | The root process (`__main__`) calls `a()` which spends 4 seconds in `c()` and 1 second 82 | in `d()`. `__main__` also calls `b()` which calls `a()`, this time spending 1 second in 83 | `c()` and 4 seconds in `d()`. The profile, however, will only store that `c()` spent a 84 | total of 5 seconds when called from `a()`, and likewise `d()`. The information that the 85 | program spent more time in `c()` when called in `root -> a() -> c()` than when called in 86 | `root -> b() -> a() -> c()` is not present in the profile. 87 | 88 | tuna only displays the part of the timed call tree that can be deduced from the profile. 89 | SnakeViz, on the other hand, tries to construct the entire call tree, but ends up 90 | providing lots of _wrong_ timings. 91 | 92 | |  |  | 93 | | :------------------------------------------------------------: | :-------------------------------------------------------------: | 94 | | SnakeViz output. **Wrong.** | tuna output. Only shows what can be retrieved from the profile. | 95 | 96 | ### Installation 97 | 98 | tuna is [available from the Python Package Index](https://pypi.org/project/tuna/), so 99 | simply do 100 | 101 | ``` 102 | pip install tuna 103 | ``` 104 | 105 | to install. 106 | 107 | ### Testing 108 | 109 | To run the tuna unit tests, check out this repository and type 110 | 111 | ``` 112 | pytest 113 | ``` 114 | 115 | ### IPython magics 116 | 117 | tuna includes a `tuna` line / cell magic which can be used as a drop-in replacement for 118 | the `prun` magic. Simply run `%load_ext tuna` to load the magic and then call it like 119 | `%tuna sleep(3)` or 120 | 121 | ```python 122 | %%tuna 123 | sleep(3) 124 | ``` 125 | 126 | `prun` is still used to do the actual profiling and then the results are displayed in 127 | the notebook. 128 | 129 | ### Development 130 | 131 | After forking and cloning the repository, make sure to run `make dep` to install 132 | additional dependencies (bootstrap and d3) which aren't stored in the repo. 133 | 134 | ### License 135 | 136 | This software is published under the [GPLv3 license](https://www.gnu.org/licenses/gpl-3.0.en.html). 137 | -------------------------------------------------------------------------------- /justfile: -------------------------------------------------------------------------------- 1 | version := `python3 -c "from configparser import ConfigParser; p = ConfigParser(); p.read('setup.cfg'); print(p['metadata']['version'])"` 2 | name := `python3 -c "from configparser import ConfigParser; p = ConfigParser(); p.read('setup.cfg'); print(p['metadata']['name'])"` 3 | 4 | 5 | default: 6 | @echo "\"just publish\"?" 7 | 8 | tag: 9 | @if [ "$(git rev-parse --abbrev-ref HEAD)" != "main" ]; then exit 1; fi 10 | curl -H "Authorization: token `cat ~/.github-access-token`" -d '{"tag_name": "v{{version}}"}' https://api.github.com/repos/nschloe/{{name}}/releases 11 | 12 | upload: clean 13 | @if [ "$(git rev-parse --abbrev-ref HEAD)" != "main" ]; then exit 1; fi 14 | # https://stackoverflow.com/a/58756491/353337 15 | python3 -m build --sdist --wheel . 16 | twine upload dist/* 17 | 18 | publish: tag upload 19 | 20 | clean: 21 | @find . | grep -E "(__pycache__|\.pyc|\.pyo$)" | xargs rm -rf 22 | @rm -rf *.egg-info/ src/*.egg-info/ build/ dist/ .tox/ node_modules/ 23 | 24 | dep: 25 | npm install 26 | cp node_modules/bootstrap/dist/css/bootstrap.min.css tuna/web/static/ 27 | cp node_modules/d3/dist/d3.min.js tuna/web/static/ 28 | 29 | update: 30 | npm update 31 | npm update --save-dev 32 | npm outdated 33 | 34 | lint: 35 | flake8 . 36 | black --check . 37 | # blacken-docs README.md 38 | npm run prettier 39 | 40 | format: 41 | isort . 42 | black . 43 | prettier --write README.md .github tuna/web/static/icicle.js tuna/web/static/tuna.css tuna/web/index.html 44 | -------------------------------------------------------------------------------- /package-lock.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "tuna", 3 | "lockfileVersion": 2, 4 | "requires": true, 5 | "packages": { 6 | "": { 7 | "name": "tuna", 8 | "dependencies": { 9 | "bootstrap": "5.2.3", 10 | "d3": "7.8.2" 11 | }, 12 | "devDependencies": { 13 | "prettier": "2.8.3" 14 | } 15 | }, 16 | "node_modules/@popperjs/core": { 17 | "version": "2.11.6", 18 | "resolved": "https://registry.npmjs.org/@popperjs/core/-/core-2.11.6.tgz", 19 | "integrity": "sha512-50/17A98tWUfQ176raKiOGXuYpLyyVMkxxG6oylzL3BPOlA6ADGdK7EYunSa4I064xerltq9TGXs8HmOk5E+vw==", 20 | "peer": true, 21 | "funding": { 22 | "type": "opencollective", 23 | "url": "https://opencollective.com/popperjs" 24 | } 25 | }, 26 | "node_modules/bootstrap": { 27 | "version": "5.2.3", 28 | "resolved": "https://registry.npmjs.org/bootstrap/-/bootstrap-5.2.3.tgz", 29 | "integrity": "sha512-cEKPM+fwb3cT8NzQZYEu4HilJ3anCrWqh3CHAok1p9jXqMPsPTBhU25fBckEJHJ/p+tTxTFTsFQGM+gaHpi3QQ==", 30 | "funding": [ 31 | { 32 | "type": "github", 33 | "url": "https://github.com/sponsors/twbs" 34 | }, 35 | { 36 | "type": "opencollective", 37 | "url": "https://opencollective.com/bootstrap" 38 | } 39 | ], 40 | "peerDependencies": { 41 | "@popperjs/core": "^2.11.6" 42 | } 43 | }, 44 | "node_modules/commander": { 45 | "version": "7.2.0", 46 | "resolved": "https://registry.npmjs.org/commander/-/commander-7.2.0.tgz", 47 | "integrity": "sha512-QrWXB+ZQSVPmIWIhtEO9H+gwHaMGYiF5ChvoJ+K9ZGHG/sVsa6yiesAD1GC/x46sET00Xlwo1u49RVVVzvcSkw==", 48 | "engines": { 49 | "node": ">= 10" 50 | } 51 | }, 52 | "node_modules/d3": { 53 | "version": 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tuna/web/static/tuna.css" 12 | } 13 | } 14 | -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- 1 | [build-system] 2 | requires = ["setuptools>=42", "wheel"] 3 | build-backend = "setuptools.build_meta" 4 | -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- 1 | [metadata] 2 | name = tuna 3 | version = 0.5.11 4 | author = Nico Schlömer 5 | author_email = nico.schloemer@gmail.com 6 | description = Visualize Python performance profiles 7 | url = https://github.com/nschloe/tuna 8 | project_urls = 9 | Code=https://github.com/nschloe/tuna 10 | Issues=https://github.com/nschloe/tuna/issues 11 | long_description = file: README.md 12 | long_description_content_type = text/markdown 13 | license = GPL-3.0-or-later 14 | classifiers = 15 | Development Status :: 5 - Production/Stable 16 | Intended Audience :: Developers 17 | License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+) 18 | Operating System :: OS Independent 19 | Programming Language :: Python 20 | Programming Language :: Python :: 3 21 | Programming Language :: Python :: 3.7 22 | Programming Language :: Python :: 3.8 23 | Programming Language :: Python :: 3.9 24 | Programming Language :: Python :: 3.10 25 | Programming Language :: Python :: 3.11 26 | Topic :: Software Development :: User Interfaces 27 | Topic :: Utilities 28 | keywords = 29 | performance 30 | profile 31 | visualization 32 | 33 | [options] 34 | packages = find: 35 | install_requires = 36 | importlib_metadata;python_version<"3.8" 37 | python_requires = >=3.6 38 | 39 | [options.entry_points] 40 | console_scripts = 41 | tuna = tuna.cli:main 42 | 43 | [options.package_data] 44 | * = 45 | web/*.html 46 | web/static/*.js 47 | web/static/*.css 48 | web/static/favicon256.png 49 | -------------------------------------------------------------------------------- /tests/foo.py: -------------------------------------------------------------------------------- 1 | import time 2 | 3 | 4 | def a(t0, t1): 5 | c(t0) 6 | d(t1) 7 | return 8 | 9 | 10 | def b(): 11 | return a(1, 4) 12 | 13 | 14 | def c(t): 15 | time.sleep(t) 16 | return 17 | 18 | 19 | def d(t): 20 | time.sleep(t) 21 | return 22 | 23 | 24 | if __name__ == "__main__": 25 | a(4, 1) 26 | b() 27 | -------------------------------------------------------------------------------- /tests/test_tuna.py: -------------------------------------------------------------------------------- 1 | import subprocess 2 | import time 3 | from pathlib import Path 4 | 5 | import tuna # noqa 6 | 7 | 8 | def test_tuna(): 9 | this_dir = Path(__file__).resolve().parent 10 | filename = this_dir / "foo.prof" 11 | cmd = ["tuna", filename, "--no-browser"] 12 | 13 | p = subprocess.Popen(cmd, stdout=subprocess.PIPE) 14 | # give server time to start up 15 | time.sleep(3) 16 | p.terminate() 17 | 18 | 19 | def test_importprofile(tmp_path): 20 | content = """ 21 | import time: 3 | 22 | c 22 | import time: 2 | 15 | b 23 | import time: 1 | 12 | a 24 | """ 25 | 26 | ref = { 27 | "text": ["main"], 28 | "color": 0, 29 | "children": [ 30 | { 31 | "text": ["a"], 32 | "value": 1e-06, 33 | "color": 0, 34 | "children": [ 35 | { 36 | "text": ["b"], 37 | "value": 2e-06, 38 | "color": 0, 39 | "children": [{"text": ["c"], "value": 3e-06, "color": 0}], 40 | } 41 | ], 42 | } 43 | ], 44 | } 45 | 46 | filepath = tmp_path / "test.log" 47 | with open(filepath, "w", encoding="utf-8") as f: 48 | f.write(content) 49 | 50 | out = tuna.read_import_profile(filepath) 51 | 52 | assert out == ref, ref 53 | 54 | 55 | def test_importprofile_multiprocessing(tmp_path): 56 | # when using multiprocessing, you can have seemingly excessive indentation, 57 | # see