зеркало из https://github.com/mozilla/treeherder.git
Bug 1642554 - Implement model for engineer traction formula
This commit is contained in:
ionutgoldan
GitHub
Родитель
ca79f78542
Коммит
2fbe6d3260
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@ -30,6 +30,9 @@ coverage
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coverage.xml
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.coverage
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# pytest-testmon cached structure
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.testmondata
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# Ignore tox installation
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.tox
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|
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|
|
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|
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@ -10,6 +10,10 @@ PyPOM
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# for git commit hooks
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pre-commit
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# for test driven development
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pytest-testmon
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pytest-watch
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# Required by django-extension's runserver_plus command.
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flake8
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pytest-django
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|
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@ -18,5 +22,13 @@ black
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# To test async code
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pytest-asyncio
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# To test code that's making system time calls
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pytest-freezegun
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# To test code that's doing advanced communication
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# with web services via `requests` library
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betamax
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betamax-serializers
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# make pinning versions easier
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pip-tools
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|
|
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@ -20,6 +20,14 @@ attrs==19.3.0 \
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--hash=sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c \
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--hash=sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72 \
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# via black, pytest
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betamax-serializers==0.2.1 \
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--hash=sha256:1b23c46429c40a8873682854c88d805c787c72d252f3fa0c858e9c300682ceac \
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--hash=sha256:345c419b1b73171f2951c62ac3c701775ac4b76e13e86464ebf0ff2a978e4949 \
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# via -r requirements/dev.in
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betamax==0.8.1 \
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--hash=sha256:5bf004ceffccae881213fb722f34517166b84a34919b92ffc14d1dbd050b71c2 \
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--hash=sha256:aa5ad34cc8d018b35814fb0557d15c78ced9ac56fdc43ccacdb882aa7a5217c1 \
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# via -r requirements/dev.in, betamax-serializers
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black==19.10b0 \
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--hash=sha256:1b30e59be925fafc1ee4565e5e08abef6b03fe455102883820fe5ee2e4734e0b \
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--hash=sha256:c2edb73a08e9e0e6f65a0e6af18b059b8b1cdd5bef997d7a0b181df93dc81539 \
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@ -43,7 +51,7 @@ click==7.1.1 \
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colorama==0.4.3 \
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--hash=sha256:7d73d2a99753107a36ac6b455ee49046802e59d9d076ef8e47b61499fa29afff \
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--hash=sha256:e96da0d330793e2cb9485e9ddfd918d456036c7149416295932478192f4436a1 \
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# via pytest
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# via pytest, pytest-watch
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coverage==5.0.4 \
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--hash=sha256:03f630aba2b9b0d69871c2e8d23a69b7fe94a1e2f5f10df5049c0df99db639a0 \
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--hash=sha256:046a1a742e66d065d16fb564a26c2a15867f17695e7f3d358d7b1ad8a61bca30 \
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@ -76,7 +84,7 @@ coverage==5.0.4 \
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--hash=sha256:db1d4e38c9b15be1521722e946ee24f6db95b189d1447fa9ff18dd16ba89f732 \
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--hash=sha256:eda55e6e9ea258f5e4add23bcf33dc53b2c319e70806e180aecbff8d90ea24de \
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--hash=sha256:f372cdbb240e09ee855735b9d85e7f50730dcfb6296b74b95a3e5dea0615c4c1 \
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# via pytest-cov
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# via pytest-cov, pytest-testmon
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distlib==0.3.0 \
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--hash=sha256:2e166e231a26b36d6dfe35a48c4464346620f8645ed0ace01ee31822b288de21 \
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# via virtualenv
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@ -92,6 +100,9 @@ django==3.0.5 \
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--hash=sha256:642d8eceab321ca743ae71e0f985ff8fdca59f07aab3a9fb362c617d23e33a76 \
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--hash=sha256:d4666c2edefa38c5ede0ec1655424c56dc47ceb04b6d8d62a7eac09db89545c1 \
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# via django-debug-toolbar
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docopt==0.6.2 \
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--hash=sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491 \
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# via pytest-watch
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entrypoints==0.3 \
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--hash=sha256:589f874b313739ad35be6e0cd7efde2a4e9b6fea91edcc34e58ecbb8dbe56d19 \
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--hash=sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451 \
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@ -104,6 +115,10 @@ flake8==3.7.9 \
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--hash=sha256:45681a117ecc81e870cbf1262835ae4af5e7a8b08e40b944a8a6e6b895914cfb \
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--hash=sha256:49356e766643ad15072a789a20915d3c91dc89fd313ccd71802303fd67e4deca \
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# via -r requirements/dev.in
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freezegun==0.3.15 \
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--hash=sha256:82c757a05b7c7ca3e176bfebd7d6779fd9139c7cb4ef969c38a28d74deef89b2 \
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--hash=sha256:e2062f2c7f95cc276a834c22f1a17179467176b624cc6f936e8bc3be5535ad1b \
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# via pytest-freezegun
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identify==1.4.14 \
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--hash=sha256:2bb8760d97d8df4408f4e805883dad26a2d076f04be92a10a3e43f09c6060742 \
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--hash=sha256:faffea0fd8ec86bb146ac538ac350ed0c73908326426d387eded0bcc9d077522 \
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@ -139,6 +154,9 @@ pathspec==0.8.0 \
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--hash=sha256:7d91249d21749788d07a2d0f94147accd8f845507400749ea19c1ec9054a12b0 \
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--hash=sha256:da45173eb3a6f2a5a487efba21f050af2b41948be6ab52b6a1e3ff22bb8b7061 \
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# via black
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pathtools==0.1.2 \
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--hash=sha256:7c35c5421a39bb82e58018febd90e3b6e5db34c5443aaaf742b3f33d4655f1c0 \
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# via watchdog
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pip-tools==4.5.1 \
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--hash=sha256:693f30e451875796b1b25203247f0b4cf48a4c4a5ab7341f4f33ffd498cdcc98 \
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--hash=sha256:be9c796aa88b2eec5cabf1323ba1cb60a08212b84bfb75b8b4037a8ef8cb8cb6 \
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@ -187,6 +205,10 @@ pytest-django==3.9.0 \
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--hash=sha256:64f99d565dd9497af412fcab2989fe40982c1282d4118ff422b407f3f7275ca5 \
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--hash=sha256:664e5f42242e5e182519388f01b9f25d824a9feb7cd17d8f863c8d776f38baf9 \
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# via -r requirements/dev.in
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pytest-freezegun==0.4.1 \
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--hash=sha256:060cdf192848e50a4a681a5e73f8b544c4ee5ebc1fab3cb7223a0097bac2f83f \
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--hash=sha256:1c77b2917883b8abf817fc39a1fd3f40ac43711eb923512abe7b6557e55eaaf1 \
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# via -r requirements/dev.in
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pytest-html==2.1.1 \
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--hash=sha256:6a4ac391e105e391208e3eb9bd294a60dd336447fd8e1acddff3a6de7f4e57c5 \
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--hash=sha256:9e4817e8be8ddde62e8653c8934d0f296b605da3d2277a052f762c56a8b32df2 \
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@ -199,14 +221,25 @@ pytest-selenium==1.17.0 \
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--hash=sha256:caf049839d12297e01f0521a968e44ae854f4eca1afd80b28f6a2510df02c883 \
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--hash=sha256:e8034ebabc3b55fad57bfb97e7b0b2137532dbc65f33706e1ce1ed8e547caa1a \
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# via -r requirements/dev.in
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pytest-testmon==1.0.2 \
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--hash=sha256:e79852203894bbd5a6adb7e0541316c0a3a84322e9766f746ed6b8b62f9897d9 \
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--hash=sha256:fdb016d953036051d1ef0e36569b7168cefa4914014789a65a4ffefc87f85ac5 \
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# via -r requirements/dev.in
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pytest-variables==1.9.0 \
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--hash=sha256:ccf4afcd70de1f5f18b4463758a19f24647a9def1805f675e80db851c9e00ac0 \
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--hash=sha256:f79851e4c92a94c93d3f1d02377b5ac97cc8800392e87d108d2cbfda774ecc2a \
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# via pytest-selenium
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pytest-watch==4.2.0 \
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--hash=sha256:06136f03d5b361718b8d0d234042f7b2f203910d8568f63df2f866b547b3d4b9 \
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# via -r requirements/dev.in
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pytest==5.4.1 \
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--hash=sha256:0e5b30f5cb04e887b91b1ee519fa3d89049595f428c1db76e73bd7f17b09b172 \
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--hash=sha256:84dde37075b8805f3d1f392cc47e38a0e59518fb46a431cfdaf7cf1ce805f970 \
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# via pytest-asyncio, pytest-base-url, pytest-cov, pytest-django, pytest-html, pytest-metadata, pytest-selenium, pytest-variables
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# via pytest-asyncio, pytest-base-url, pytest-cov, pytest-django, pytest-freezegun, pytest-html, pytest-metadata, pytest-selenium, pytest-testmon, pytest-variables, pytest-watch
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python-dateutil==2.8.1 \
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--hash=sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c \
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--hash=sha256:75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a \
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# via freezegun
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pytz==2019.3 \
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--hash=sha256:1c557d7d0e871de1f5ccd5833f60fb2550652da6be2693c1e02300743d21500d \
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--hash=sha256:b02c06db6cf09c12dd25137e563b31700d3b80fcc4ad23abb7a315f2789819be \
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@ -250,7 +283,7 @@ regex==2020.4.4 \
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requests==2.23.0 \
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--hash=sha256:43999036bfa82904b6af1d99e4882b560e5e2c68e5c4b0aa03b655f3d7d73fee \
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--hash=sha256:b3f43d496c6daba4493e7c431722aeb7dbc6288f52a6e04e7b6023b0247817e6 \
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# via pytest-base-url, pytest-selenium, responses
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# via betamax, pytest-base-url, pytest-selenium, responses
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responses==0.10.12 \
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--hash=sha256:0474ce3c897fbcc1aef286117c93499882d5c440f06a805947e4b1cb5ab3d474 \
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--hash=sha256:f83613479a021e233e82d52ffb3e2e0e2836d24b0cc88a0fa31978789f78d0e5 \
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@ -262,7 +295,7 @@ selenium==3.141.0 \
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six==1.14.0 \
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--hash=sha256:236bdbdce46e6e6a3d61a337c0f8b763ca1e8717c03b369e87a7ec7ce1319c0a \
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--hash=sha256:8f3cd2e254d8f793e7f3d6d9df77b92252b52637291d0f0da013c76ea2724b6c \
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# via django-extensions, packaging, pip-tools, responses, virtualenv
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# via django-extensions, freezegun, packaging, pip-tools, python-dateutil, responses, virtualenv
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sqlparse==0.3.1 \
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--hash=sha256:022fb9c87b524d1f7862b3037e541f68597a730a8843245c349fc93e1643dc4e \
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--hash=sha256:e162203737712307dfe78860cc56c8da8a852ab2ee33750e33aeadf38d12c548 \
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@ -302,6 +335,9 @@ virtualenv==20.0.17 \
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--hash=sha256:00cfe8605fb97f5a59d52baab78e6070e72c12ca64f51151695407cc0eb8a431 \
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--hash=sha256:c8364ec469084046c779c9a11ae6340094e8a0bf1d844330fc55c1cefe67c172 \
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# via pre-commit
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watchdog==0.10.2 \
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--hash=sha256:c560efb643faed5ef28784b2245cf8874f939569717a4a12826a173ac644456b \
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# via pytest-watch
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wcwidth==0.1.9 \
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--hash=sha256:cafe2186b3c009a04067022ce1dcd79cb38d8d65ee4f4791b8888d6599d1bbe1 \
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--hash=sha256:ee73862862a156bf77ff92b09034fc4825dd3af9cf81bc5b360668d425f3c5f1 \
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@ -56,13 +56,27 @@ Django can perform a number of checks to ensure you are configured correctly
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./manage.py check
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## Run the tests
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## Running tests
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Be sure docker-compose is up, you are in the `treeherder` main directory, your virtual environment is activated, and your environment variables are set:
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source .venv/bin/activate
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Followed by either one of the two commands below.
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### All tests
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pytest tests
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### Start TDD-enhanced test runner in the background
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Whenever code changes are detected within the project, command below will run only the associated tests.
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Test runs will be triggered for either application or tests code changes.
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This workflow ensures a considerably faster feedback loop for those wanting to do test driven development.
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ptw --runner "pytest --testmon" --clear
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## Pre commit checks
|
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|
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If you made some changes, and want to submit a pull request; run the `./runtests.sh` script (found in the main directory). It will run some linters to check your submission.
|
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@ -0,0 +1,308 @@
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import pytest
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from datetime import datetime, timedelta
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from requests import Session
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from betamax import Betamax
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from betamax_serializers import pretty_json
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from typing import List
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from treeherder.config.settings import BZ_DATETIME_FORMAT
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from treeherder.perf.sheriffing_criteria import (
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EngineerTractionFormula,
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NonBlockableSession,
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ENGINEER_TRACTION_SPECIFICATION,
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)
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from treeherder.perf.exceptions import NoFiledBugs
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CASSETTE_LIBRARY_DIR = 'tests/sample_data/betamax_cassettes/perf_sheriffing_criteria'
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VCR_RECORDING_DATE = 'June 2nd, 2020'
|
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|
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|
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pytestmark = [pytest.mark.freeze_time(VCR_RECORDING_DATE, tick=True)]
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|
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|
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# Engineer traction formula - specification
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# -----------------------------------------
|
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# All bugs except NEW -- vs total filed bugs
|
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# Considers only
|
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# bugs filed by perf sheriffs
|
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# bugs that date back to last quantifying period
|
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# bugs’ state by the end of the 2nd week
|
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# bugs that are at least 2 weeks old
|
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|
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|
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@pytest.fixture
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def nonblock_session() -> Session:
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return NonBlockableSession(referer=ENGINEER_TRACTION_SPECIFICATION)
|
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|
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|
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@pytest.fixture
|
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def unrecommended_session() -> Session:
|
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return Session()
|
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|
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|
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@pytest.fixture
|
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def betamax_recorder(nonblock_session):
|
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Betamax.register_serializer(pretty_json.PrettyJSONSerializer)
|
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return Betamax(nonblock_session, cassette_library_dir=CASSETTE_LIBRARY_DIR)
|
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|
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|
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@pytest.fixture
|
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def quantified_bugs(betamax_recorder) -> list:
|
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params = {
|
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'longdesc': 'raptor speedometer',
|
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'longdesc_type': 'allwords',
|
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'longdesc_initial': 1,
|
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'keywords': 'perf,perf-alert',
|
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'keywords_type': 'anywords',
|
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'creation_time': '2019-12-17',
|
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'query_format': 'advanced',
|
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}
|
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|
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with betamax_recorder.use_cassette('quantified-bugs', serialize_with='prettyjson'):
|
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bug_resp = betamax_recorder.session.get(
|
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'https://bugzilla.mozilla.org/rest/bug',
|
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headers={'Accept': 'application/json'},
|
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params=params,
|
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timeout=60,
|
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)
|
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return bug_resp.json()['bugs']
|
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|
||||
|
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@pytest.fixture
|
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def cooled_down_bugs(nonblock_session, quantified_bugs) -> List[dict]:
|
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bugs = []
|
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for bug in quantified_bugs:
|
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created_at = datetime.strptime(bug['creation_time'], BZ_DATETIME_FORMAT)
|
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if created_at <= datetime.now() - timedelta(weeks=2):
|
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bugs.append(bug)
|
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return bugs
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|
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|
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def test_formula_initializes_with_non_blockable_sessions(nonblock_session):
|
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try:
|
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_ = EngineerTractionFormula(nonblock_session)
|
||||
except ValueError:
|
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pytest.fail()
|
||||
|
||||
try:
|
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_ = EngineerTractionFormula()
|
||||
except ValueError:
|
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pytest.fail()
|
||||
|
||||
|
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def test_formula_cannot_be_initialized_with_a_regular_session(unrecommended_session):
|
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with pytest.raises(ValueError):
|
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_ = EngineerTractionFormula(unrecommended_session)
|
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|
||||
|
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def test_formula_demands_at_least_framework_and_suite(betamax_recorder):
|
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engineer_traction = EngineerTractionFormula(betamax_recorder.session)
|
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|
||||
with pytest.raises(TypeError):
|
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engineer_traction('some_framework')
|
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|
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with pytest.raises(TypeError):
|
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engineer_traction()
|
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|
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with betamax_recorder.use_cassette('awsy-JS', serialize_with='prettyjson'):
|
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try:
|
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engineer_traction('awsy', 'JS')
|
||||
except TypeError:
|
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pytest.fail()
|
||||
|
||||
|
||||
def test_formula_exposes_oldest_timestamp(nonblock_session):
|
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engineer_traction = EngineerTractionFormula(nonblock_session)
|
||||
no_older_than = datetime.now() - timedelta(weeks=24, seconds=5)
|
||||
|
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assert engineer_traction.oldest_timestamp >= no_older_than
|
||||
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
'cooled_down_bug',
|
||||
[
|
||||
{"creation_time": "2020-05-18T15:20:55Z"}, # older than 2 weeks
|
||||
{"creation_time": "2020-05-04T15:20:55Z"}, # older than 1 month
|
||||
{"creation_time": "2019-12-16T08:10:37Z"}, # older than 6 months
|
||||
],
|
||||
)
|
||||
def test_formula_correctly_detects_cooled_down_bugs(cooled_down_bug, nonblock_session):
|
||||
engineer_traction = EngineerTractionFormula(nonblock_session)
|
||||
|
||||
assert engineer_traction.has_cooled_down(cooled_down_bug)
|
||||
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
'not_cooled_down_bug',
|
||||
[
|
||||
{'creation_time': '2020-05-31T00:00:00Z'}, # 2 days old
|
||||
{'creation_time': '2020-05-26T00:00:00Z'}, # 1 week old
|
||||
{'creation_time': '2020-05-19T23:00:00Z'}, # ~2 weeks old, except for 1 hour
|
||||
],
|
||||
)
|
||||
def test_formula_detects_bugs_that_didnt_cool_down_yet(not_cooled_down_bug, nonblock_session):
|
||||
engineer_traction = EngineerTractionFormula(nonblock_session)
|
||||
|
||||
assert not engineer_traction.has_cooled_down(not_cooled_down_bug)
|
||||
|
||||
|
||||
@pytest.mark.parametrize('bad_structured_bug', [{}, {'creation_time': 'jiberish-date'}])
|
||||
def test_formula_throws_adequate_error_for_bug(bad_structured_bug, nonblock_session):
|
||||
engineer_traction = EngineerTractionFormula(nonblock_session)
|
||||
|
||||
with pytest.raises(ValueError):
|
||||
engineer_traction.has_cooled_down(bad_structured_bug)
|
||||
|
||||
|
||||
def test_accessing_breakdown_without_prior_calculus_errors_out(nonblock_session):
|
||||
engineer_traction = EngineerTractionFormula(nonblock_session)
|
||||
|
||||
with pytest.raises(RuntimeError):
|
||||
_ = engineer_traction.breakdown()
|
||||
|
||||
|
||||
# Leveraging HTTP VCR
|
||||
|
||||
|
||||
def test_breakdown_updates_between_calculations(betamax_recorder):
|
||||
engineer_traction = EngineerTractionFormula(betamax_recorder.session)
|
||||
|
||||
test_moniker_A = ('build_metrics', 'build times')
|
||||
test_moniker_B = ('talos', 'tp5n', 'nonmain_startup_fileio')
|
||||
|
||||
cassette_preffix_A = '-'.join(filter(None, test_moniker_A))
|
||||
cassette_preffix_B = '-'.join(filter(None, test_moniker_B))
|
||||
|
||||
with betamax_recorder.use_cassette(f'{cassette_preffix_A}', serialize_with='prettyjson'):
|
||||
engineer_traction(*test_moniker_A) # let it perform calculus & cache breakdown
|
||||
breakdown_A = engineer_traction.breakdown()
|
||||
|
||||
with betamax_recorder.use_cassette(f'{cassette_preffix_B}', serialize_with='prettyjson'):
|
||||
engineer_traction(*test_moniker_B) # let it perform calculus & cache breakdown
|
||||
breakdown_B = engineer_traction.breakdown()
|
||||
|
||||
assert breakdown_A != breakdown_B
|
||||
|
||||
|
||||
def test_breakdown_resets_to_null_when_calculus_errors_out(betamax_recorder):
|
||||
engineer_traction = EngineerTractionFormula(betamax_recorder.session)
|
||||
|
||||
test_moniker_A = ('build_metrics', 'build times')
|
||||
test_moniker_B = ('nonexistent_framework', 'nonexistent_suite')
|
||||
|
||||
cassette_preffix_A = '-'.join(filter(None, test_moniker_A))
|
||||
cassette_preffix_B = '-'.join(filter(None, test_moniker_B))
|
||||
|
||||
# run happy path calculus
|
||||
with betamax_recorder.use_cassette(f'{cassette_preffix_A}', serialize_with='prettyjson'):
|
||||
engineer_traction(*test_moniker_A) # let it perform calculus & cache breakdown
|
||||
_ = engineer_traction.breakdown()
|
||||
|
||||
# now run alternated path calculus
|
||||
with betamax_recorder.use_cassette(f'{cassette_preffix_B}', serialize_with='prettyjson'):
|
||||
with pytest.raises(NoFiledBugs):
|
||||
engineer_traction(*test_moniker_B) # intentionally blows up while doing calculus
|
||||
|
||||
# cached breakdown got invalidated & can no longer be obtained
|
||||
with pytest.raises(RuntimeError):
|
||||
_ = engineer_traction.breakdown()
|
||||
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
'framework, suite, test',
|
||||
[
|
||||
('build_metrics', 'build times', None),
|
||||
('build_metrics', 'installer size', None),
|
||||
('awsy', 'JS', None),
|
||||
('talos', 'tp5n', 'nonmain_startup_fileio'),
|
||||
],
|
||||
)
|
||||
def test_formula_fetches_bugs_from_quantifying_period(framework, suite, test, betamax_recorder):
|
||||
engineer_traction = EngineerTractionFormula(betamax_recorder.session)
|
||||
cassette = '-'.join(filter(None, [framework, suite, test]))
|
||||
|
||||
with betamax_recorder.use_cassette(f'{cassette}', serialize_with='prettyjson'):
|
||||
engineer_traction(framework, suite, test) # let it perform calculus & cache breakdown
|
||||
|
||||
all_filed_bugs, except_new_bugs = engineer_traction.breakdown()
|
||||
|
||||
assert len(all_filed_bugs) > 0
|
||||
for bug in all_filed_bugs:
|
||||
creation_time = datetime.strptime(bug['creation_time'], BZ_DATETIME_FORMAT)
|
||||
assert creation_time >= engineer_traction.oldest_timestamp
|
||||
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
'framework, suite, test',
|
||||
[
|
||||
('build_metrics', 'build times', None),
|
||||
('build_metrics', 'installer size', None),
|
||||
('awsy', 'JS', None),
|
||||
('talos', 'tp5n', 'nonmain_startup_fileio'),
|
||||
],
|
||||
)
|
||||
def test_formula_filters_out_bugs_that_didnt_cool_down_yet(
|
||||
framework, suite, test, betamax_recorder
|
||||
):
|
||||
engineer_traction = EngineerTractionFormula(betamax_recorder.session)
|
||||
cassette = '-'.join(filter(None, [framework, suite, test]))
|
||||
|
||||
with betamax_recorder.use_cassette(f'{cassette}', serialize_with='prettyjson'):
|
||||
engineer_traction(framework, suite, test) # let it perform calculus & cache breakdown
|
||||
|
||||
# left with cooled down bugs only
|
||||
all_filed_bugs, _ = engineer_traction.breakdown()
|
||||
for bug in all_filed_bugs:
|
||||
assert engineer_traction.has_cooled_down(bug)
|
||||
|
||||
|
||||
def test_formula_counts_tracted_bugs(cooled_down_bugs, betamax_recorder):
|
||||
engineer_traction = EngineerTractionFormula(betamax_recorder.session)
|
||||
|
||||
with betamax_recorder.use_cassette('cooled-down-bug-history', serialize_with='prettyjson'):
|
||||
tracted_bugs = engineer_traction._filter_tracted_bugs(cooled_down_bugs)
|
||||
assert len(tracted_bugs) == 2
|
||||
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
'framework, suite',
|
||||
[
|
||||
# Sheriffed tests
|
||||
('build_metrics', 'build times'), # 92%
|
||||
('build_metrics', 'installer size'), # 78%
|
||||
('awsy', 'JS'), # 55%
|
||||
],
|
||||
)
|
||||
def test_final_formula_confirms_sheriffed_tests(framework, suite, betamax_recorder):
|
||||
engineer_traction = EngineerTractionFormula(betamax_recorder.session)
|
||||
|
||||
with betamax_recorder.use_cassette(f'{framework}-{suite}', serialize_with='prettyjson'):
|
||||
assert engineer_traction(framework, suite) >= 0.35
|
||||
|
||||
|
||||
@pytest.mark.parametrize(
|
||||
'framework, suite',
|
||||
[
|
||||
# Non-sheriffed tests
|
||||
('raptor', 'raptor-speedometer-firefox'), # 33%
|
||||
('raptor', 'raptor-webaudio-firefox'), # 0%
|
||||
],
|
||||
)
|
||||
def test_final_formula_confirms_non_sheriffed_tests(framework, suite, betamax_recorder):
|
||||
engineer_traction = EngineerTractionFormula(betamax_recorder.session)
|
||||
|
||||
with betamax_recorder.use_cassette(f'{framework}-{suite}', serialize_with='prettyjson'):
|
||||
assert engineer_traction(framework, suite) < 0.35
|
||||
|
||||
|
||||
def test_formula_errors_up_when_no_bugs_were_filed(betamax_recorder):
|
||||
engineer_traction = EngineerTractionFormula(betamax_recorder.session)
|
||||
nonexistent_framework = 'nonexistent_framework'
|
||||
nonexistent_suite = 'nonexistent_suite'
|
||||
|
||||
with betamax_recorder.use_cassette(
|
||||
f'{nonexistent_framework}-{nonexistent_suite}', serialize_with='prettyjson'
|
||||
):
|
||||
with pytest.raises(NoFiledBugs):
|
||||
engineer_traction(nonexistent_framework, nonexistent_suite)
|
||||
Различия файлов скрыты, потому что одна или несколько строк слишком длинны
Различия файлов скрыты, потому что одна или несколько строк слишком длинны
Различия файлов скрыты, потому что одна или несколько строк слишком длинны
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"uri": "https://bugzilla.mozilla.org/rest/bug/1611190/history"
|
||||
},
|
||||
"response": {
|
||||
"body": {
|
||||
"encoding": "UTF-8",
|
||||
"string": "{\"bugs\":[{\"history\":[{\"who\":\"marian.raiciof@softvision.ro\",\"changes\":[{\"added\":\"1610300\",\"field_name\":\"regressed_by\",\"removed\":\"\"},{\"removed\":\"Performance\",\"field_name\":\"component\",\"added\":\"Telemetry\"},{\"removed\":\"Version 3\",\"field_name\":\"version\",\"added\":\"unspecified\"},{\"removed\":\"Testing\",\"field_name\":\"product\",\"added\":\"Toolkit\"},{\"removed\":\"\",\"added\":\"jrediger@mozilla.com\",\"field_name\":\"cc\"},{\"added\":\"1607747\",\"field_name\":\"blocks\",\"removed\":\"\"},{\"added\":\"mozilla74\",\"field_name\":\"target_milestone\",\"removed\":\"---\"},{\"added\":\"needinfo?(jrediger@mozilla.com)\",\"field_name\":\"flagtypes.name\",\"removed\":\"\"},{\"added\":\"unaffected\",\"field_name\":\"cf_status_firefox_esr68\",\"removed\":\"---\"},{\"removed\":\"---\",\"field_name\":\"cf_status_firefox72\",\"added\":\"unaffected\"},{\"removed\":\"---\",\"field_name\":\"cf_status_firefox73\",\"added\":\"unaffected\"},{\"field_name\":\"cf_status_firefox74\",\"added\":\"affected\",\"removed\":\"---\"}],\"when\":\"2020-01-23T16:37:10Z\"},{\"when\":\"2020-01-23T16:59:22Z\",\"changes\":[{\"added\":\"\",\"field_name\":\"flagtypes.name\",\"removed\":\"needinfo?(jrediger@mozilla.com)\"}],\"who\":\"jrediger@mozilla.com\"},{\"who\":\"chutten@mozilla.com\",\"changes\":[{\"added\":\"needinfo?(marian.raiciof@softvision.ro)\",\"field_name\":\"flagtypes.name\",\"removed\":\"\"},{\"removed\":\"\",\"added\":\"chutten@mozilla.com\",\"field_name\":\"cc\"}],\"when\":\"2020-02-04T21:56:54Z\"},{\"changes\":[{\"added\":\"WONTFIX\",\"field_name\":\"resolution\",\"removed\":\"\"},{\"added\":\"RESOLVED\",\"field_name\":\"status\",\"removed\":\"NEW\"},{\"removed\":\"needinfo?(marian.raiciof@softvision.ro)\",\"field_name\":\"flagtypes.name\",\"added\":\"\"},{\"removed\":\"\",\"added\":\"2020-02-05T11:55:44Z\",\"field_name\":\"cf_last_resolved\"}],\"who\":\"marian.raiciof@softvision.ro\",\"when\":\"2020-02-05T11:55:44Z\"},{\"when\":\"2020-02-28T18:55:52Z\",\"changes\":[{\"added\":\"wontfix\",\"field_name\":\"cf_status_firefox74\",\"removed\":\"affected\"}],\"who\":\"ryanvm@gmail.com\"}],\"alias\":null,\"id\":1611190}]}"
|
||||
},
|
||||
"headers": {
|
||||
"Access-Control-Allow-Origin": ["*"],
|
||||
"Access-control-allow-headers": [
|
||||
"accept, content-type, origin, user-agent, x-requested-with, x-bugzilla-login, x-bugzilla-password, x-bugzilla-token, x-phabricator-token, x-bugzilla-api-key"
|
||||
],
|
||||
"Connection": ["keep-alive"],
|
||||
"Content-Length": ["1876"],
|
||||
"Content-Security-Policy-Report-Only": [
|
||||
"default-src 'self'; worker-src 'none'; connect-src 'self' https://product-details.mozilla.org https://www.google-analytics.com https://treeherder.mozilla.org/api/failurecount/ https://crash-stats.mozilla.org/api/SuperSearch/; font-src 'self' https://fonts.gstatic.com; img-src 'self' data: blob: https://secure.gravatar.com; object-src 'none'; script-src 'self' 'nonce-soiMunJGl5DmkJgprRqRHvikJuxmHmXSV8g8fvKZXBmOJt1Q' 'unsafe-inline' https://www.google-analytics.com; style-src 'self' 'unsafe-inline'; frame-src https://crash-stop-addon.herokuapp.com; frame-ancestors 'self'; form-action 'self' https://www.google.com/search https://github.com/login/oauth/authorize https://github.com/login"
|
||||
],
|
||||
"Content-Type": ["application/json; charset=UTF-8"],
|
||||
"Date": ["Thu, 04 Jun 2020 09:25:34 GMT"],
|
||||
"ETag": ["cQX7b6zlUtLMeY8oaUN4Nw"],
|
||||
"Referrer-policy": ["same-origin"],
|
||||
"Set-Cookie": [
|
||||
"github_secret=w0Uv1hjmIh4THsgWc0u7VDfqWm7CcpUpLqiCWGTF03FiB0RMJvT6kCIBi7aogdszaHFNO2vNMUFzXaVAoijSyOv6kOJP8rrmvSfGhQ9Vkw1lphEMH7DkJn7N7L8EIyaRwl9FeFuRrMVraHfvqaroMQ9bHMnCVewbedOxwxZPxRMi2YvRgCXiCndZAFiWjXFV3qMf3hSbCcRnwYnweDfKEjERNsR40srZ6QvD5YiRkgMNvLWeWr84GaIGDrWlqBDX; path=/; secure; HttpOnly; SameSite=Lax"
|
||||
],
|
||||
"Status": ["200"],
|
||||
"Strict-Transport-Security": ["max-age=31536000; includeSubDomains"],
|
||||
"Vary": ["Accept-Encoding"],
|
||||
"X-content-type-options": ["nosniff"],
|
||||
"X-frame-options": ["SAMEORIGIN"],
|
||||
"X-xss-protection": ["1; mode=block"]
|
||||
},
|
||||
"status": {
|
||||
"code": 200,
|
||||
"message": "OK"
|
||||
},
|
||||
"url": "https://bugzilla.mozilla.org/rest/bug/1611190/history"
|
||||
}
|
||||
}
|
||||
],
|
||||
"recorded_with": "betamax/0.8.1"
|
||||
}
|
||||
|
|
@ -416,6 +416,7 @@ WHITENOISE_KEEP_ONLY_HASHED_FILES = True
|
|||
BZ_API_URL = "https://bugzilla.mozilla.org"
|
||||
BUGFILER_API_URL = env("BUGZILLA_API_URL", default=BZ_API_URL)
|
||||
BUGFILER_API_KEY = env("BUG_FILER_API_KEY", default=None)
|
||||
BZ_DATETIME_FORMAT = '%Y-%m-%dT%H:%M:%SZ'
|
||||
|
||||
# For intermittents commenter
|
||||
COMMENTER_API_KEY = env("BUG_COMMENTER_API_KEY", default=None)
|
||||
|
|
@ -433,6 +434,9 @@ PERFHERDER_REGRESSION_THRESHOLD = 2
|
|||
PERFHERDER_ALERTS_MIN_BACK_WINDOW = 12
|
||||
PERFHERDER_ALERTS_MAX_BACK_WINDOW = 24
|
||||
PERFHERDER_ALERTS_FORE_WINDOW = 12
|
||||
# Assess if tests should be (non)sheriffed
|
||||
QUANTIFYING_PERIOD = timedelta(weeks=24) # how far back to look over Bugzilla data
|
||||
BUG_COOLDOWN_TIME = timedelta(weeks=2) # time after bug is ready for assessment
|
||||
|
||||
# Only generate alerts for data newer than this time in seconds in perfherder
|
||||
PERFHERDER_ALERTS_MAX_AGE = timedelta(weeks=2)
|
||||
|
|
|
|||
|
|
@ -12,3 +12,11 @@ class MissingRecords(Exception):
|
|||
|
||||
class CannotBackfill(Exception):
|
||||
pass
|
||||
|
||||
|
||||
class NoFiledBugs(Exception):
|
||||
pass
|
||||
|
||||
|
||||
class BugzillaEndpointError(RuntimeError):
|
||||
pass
|
||||
|
|
|
|||
|
|
@ -0,0 +1,181 @@
|
|||
from copy import deepcopy
|
||||
from typing import List, Tuple
|
||||
|
||||
import requests
|
||||
from django.conf import settings
|
||||
from requests import Session
|
||||
|
||||
from datetime import datetime, timedelta
|
||||
|
||||
from treeherder.config.settings import BZ_DATETIME_FORMAT
|
||||
from treeherder.perf.exceptions import NoFiledBugs, BugzillaEndpointError
|
||||
|
||||
PERF_SHERIFFING_CRITERIA = (
|
||||
'https://docs.google.com/document/d/11WPIPFeq-i1IAVOQhBR-SzIMOPSqBVjLepgOWCrz_S4'
|
||||
)
|
||||
ENGINEER_TRACTION_SPECIFICATION = f'{PERF_SHERIFFING_CRITERIA}#heading=h.8th4thm4twvx'
|
||||
|
||||
|
||||
class NonBlockableSession(Session):
|
||||
def __init__(self, referer=None):
|
||||
super().__init__()
|
||||
referer = referer or PERF_SHERIFFING_CRITERIA
|
||||
|
||||
# Use a custom HTTP adapter, so we can set a non-zero max_retries value.
|
||||
self.mount("https://", requests.adapters.HTTPAdapter(max_retries=3))
|
||||
|
||||
# Add `Referer` & `User-Agent` header, so Bugzilla OPS
|
||||
# will be more likely to contact us before blocking our
|
||||
# IP when making many queries with this
|
||||
self.headers = {
|
||||
'Referer': f'{referer}',
|
||||
'User-Agent': 'treeherder/{}'.format(settings.SITE_HOSTNAME),
|
||||
'Accept': 'application/json',
|
||||
}
|
||||
|
||||
|
||||
class EngineerTractionFormula:
|
||||
def __init__(
|
||||
self,
|
||||
session: NonBlockableSession = None,
|
||||
quantifying_period: timedelta = None,
|
||||
bug_cooldown: timedelta = None,
|
||||
):
|
||||
self._session = session or NonBlockableSession(referer=f'{ENGINEER_TRACTION_SPECIFICATION}')
|
||||
self._quant_period = quantifying_period or settings.QUANTIFYING_PERIOD
|
||||
self._bug_cooldown = bug_cooldown or settings.BUG_COOLDOWN_TIME
|
||||
self._bugzilla_url = settings.BZ_API_URL
|
||||
|
||||
if not isinstance(self._session, NonBlockableSession):
|
||||
raise ValueError(
|
||||
'Engineer traction formula should only query using an non blockable HTTP session'
|
||||
) # otherwise Bugzilla OPS will block us by IP
|
||||
|
||||
# for breakdown
|
||||
self.__all_filed_bugs = None
|
||||
self.__except_new_bugs = None
|
||||
|
||||
@property
|
||||
def quantifying_period(self):
|
||||
return self._quant_period
|
||||
|
||||
@property
|
||||
def oldest_timestamp(self):
|
||||
return datetime.now() - self._quant_period
|
||||
|
||||
def __call__(self, framework: str, suite: str, test: str = None) -> float:
|
||||
self._reset_breakdown()
|
||||
if None in (framework, suite):
|
||||
raise TypeError
|
||||
|
||||
all_filed_bugs = self._fetch_cooled_down_bugs(framework, suite, test)
|
||||
except_new_bugs = self._filter_tracted_bugs(all_filed_bugs)
|
||||
|
||||
if len(all_filed_bugs) == 0:
|
||||
raise NoFiledBugs()
|
||||
|
||||
result = len(except_new_bugs) / len(all_filed_bugs)
|
||||
|
||||
# cache the breakdown
|
||||
self.__all_filed_bugs = all_filed_bugs
|
||||
self.__except_new_bugs = except_new_bugs
|
||||
|
||||
return result
|
||||
|
||||
def breakdown(self) -> Tuple[list, list]:
|
||||
breakdown_items = (self.__all_filed_bugs, self.__except_new_bugs)
|
||||
if not all(breakdown_items):
|
||||
raise RuntimeError('Cannot breakdown results without running calculus first')
|
||||
|
||||
return tuple(deepcopy(item) for item in breakdown_items)
|
||||
|
||||
def has_cooled_down(self, bug: dict) -> bool:
|
||||
try:
|
||||
creation_time = self._get_datetime(bug['creation_time'])
|
||||
except (KeyError, ValueError) as ex:
|
||||
raise ValueError('Bug has unexpected JSON body') from ex
|
||||
else:
|
||||
return creation_time <= datetime.now() - self._bug_cooldown
|
||||
|
||||
def _fetch_cooled_down_bugs(self, framework, suite, test):
|
||||
quantified_bugs = self._fetch_quantified_bugs(framework, suite, test)
|
||||
cooled_bugs = self._filter_cooled_down_bugs(quantified_bugs)
|
||||
return cooled_bugs
|
||||
|
||||
def _filter_tracted_bugs(self, cooled_bugs: List[dict]) -> List[dict]:
|
||||
tracted_bugs = []
|
||||
for bug in cooled_bugs:
|
||||
bug_history = self._fetch_history(bug['id'])
|
||||
up_to_date = (
|
||||
datetime.strptime(bug['creation_time'], BZ_DATETIME_FORMAT) + self._bug_cooldown
|
||||
)
|
||||
if self._notice_any_status_change_in(bug_history, up_to_date):
|
||||
tracted_bugs.append(bug)
|
||||
|
||||
return tracted_bugs
|
||||
|
||||
def _fetch_quantified_bugs(self, framework: str, suite: str, test: str = None) -> List[dict]:
|
||||
test_moniker = ' '.join(filter(None, (suite, test)))
|
||||
test_id_fragments = filter(None, [framework, test_moniker])
|
||||
creation_time = datetime.strftime(self.oldest_timestamp, BZ_DATETIME_FORMAT)
|
||||
|
||||
params = {
|
||||
'longdesc': ','.join(test_id_fragments),
|
||||
'longdesc_type': 'allwordssubstr',
|
||||
'longdesc_initial': 1,
|
||||
'keywords': 'perf,perf-alert',
|
||||
'keywords_type': 'anywords',
|
||||
'creation_time': creation_time,
|
||||
'query_format': 'advanced',
|
||||
'include_fields': 'id,type,resolution,last_change_time,is_open,creation_time,summary,whiteboard,status,keywords',
|
||||
}
|
||||
|
||||
try:
|
||||
bugs_resp = self._session.get(
|
||||
f'{self._bugzilla_url}/rest/bug',
|
||||
headers={'Accept': 'application/json'},
|
||||
params=params,
|
||||
timeout=90, # query is demanding; give it a bit more patience
|
||||
)
|
||||
except Exception as ex:
|
||||
raise BugzillaEndpointError from ex
|
||||
else:
|
||||
return bugs_resp.json()['bugs']
|
||||
|
||||
def _filter_cooled_down_bugs(self, bugs: list) -> List[dict]:
|
||||
return [bug for bug in bugs if self.has_cooled_down(bug)]
|
||||
|
||||
def _fetch_history(self, bug_id: int) -> list:
|
||||
try:
|
||||
history_resp = self._session.get(
|
||||
f'{self._bugzilla_url}/rest/bug/{bug_id}/history',
|
||||
headers={'Accept': 'application/json'},
|
||||
timeout=60,
|
||||
)
|
||||
except Exception as ex:
|
||||
raise BugzillaEndpointError from ex
|
||||
else:
|
||||
body = history_resp.json()
|
||||
return body['bugs'][0]['history']
|
||||
|
||||
def _notice_any_status_change_in(self, bug_history: List[dict], up_to: datetime) -> bool:
|
||||
def during_interval(change: dict) -> bool:
|
||||
when = datetime.strptime(change['when'], BZ_DATETIME_FORMAT)
|
||||
return when <= up_to
|
||||
|
||||
# filter changes that occurred during bug cool down
|
||||
relevant_changes = [change for change in bug_history if during_interval(change)]
|
||||
|
||||
# return on any changes WRT 'status' or 'resolution'
|
||||
for compound_change in relevant_changes:
|
||||
for change in compound_change['changes']:
|
||||
if change['field_name'] in {'status', 'resolution'}:
|
||||
return True
|
||||
return False
|
||||
|
||||
def _reset_breakdown(self):
|
||||
self.__all_filed_bugs = None
|
||||
self.__except_new_bugs = None
|
||||
|
||||
def _get_datetime(self, datetime_: str) -> datetime:
|
||||
return datetime.strptime(datetime_, BZ_DATETIME_FORMAT)
|
||||
Загрузка…
Ссылка в новой задаче