How to Set Up a Python Project For Automation and Collaboration
How to Set Up a Python Project For Automation and Collaboration [ engineering production python productivity 🔥 ] · 20 min read As your Python project gets larger in scope, it can become difficult to manage. How can we automate checks (e.g., unit testing, type-checking, linting)? How can we minimise collaboration overhead (e.g., code reviews, consistency)? How can we maximise developer experience
Advanced Python Testing
# Advanced Python Testing 26 min read... This article is mostly for me to process my thoughts but also to pave a path for anyone that wants to follow a similar journey on some more advanced python testing topics. I recently had the opportunity to garbage collect a bunch of common libraries at my company into a new python library and git repository. Marking all the critical path libraries and copyi
pytestã®ã™ãã«ä½¿ãˆã‚‹ã‚«ãƒãƒ¬ãƒƒã‚¸è¨ˆæ¸¬ - Qiita
ã‚«ãƒãƒ¬ãƒƒã‚¸ã‚’計測ã™ã‚‹ã«ã¯ pytestã®ãƒ†ã‚¹ãƒˆã‚³ãƒ¼ãƒ‰ã‚’作ã£ãŸã‚‰ã€ã‚«ãƒãƒ¬ãƒƒã‚¸ã‚’確èªã—ã¾ã—ょã†ã€‚ pytestã®pluginã§ã‚«ãƒãƒ¬ãƒƒã‚¸è¨ˆæ¸¬ã®ä¾¿åˆ©ãªãƒ©ã‚¤ãƒ–ラリãŒã‚ã‚Šã¾ã™ã€‚ åå‰ã¯ã€ã€Œpytest-covã€ã§ã™ã€‚ pytest-covã®æœ€æ–°æƒ…å ±ã¯ã“ã¡ã‚‰å‚照。 https://pypi.org/project/pytest-cov/ 上記サイトã«ã‚ªãƒ—ションã®æŒ‡å®šä¾‹ãŒã„ã‚ã„ã‚書ã„ã¦ã‚ã‚Šã¾ã™ã€‚ 知ã£ã¦ãŠãã¨ä¾¿åˆ©ãªã‚ªãƒ—ションをé¸ã‚“ã§ã€ã‚„ã‚ŠãŸã„ã“ã¨åˆ¥ã«ã‚³ãƒžãƒ³ãƒ‰ã¨å®Ÿè¡Œä¾‹ã‚’記載ã—ã¾ã™ã€‚ pytest-covã®ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«å‰ã«ã€pytestã®ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«ã‹ã‚‰å‹•ã‹ã—æ–¹ã¾ã§ã¯ã“ã¡ã‚‰ã§ã™ã€‚ https://qiita.com/kg1/items/4e2cae18e9bd39f014d4 pytest-covインストール pipコマンドã§ç°¡å˜ã«å°Žå…¥ã§ãã¾ã™ã€‚ フォルダ構æˆã€ãƒ—ãƒã‚°ãƒ©ãƒ 例ã¨ã—ã¦ä»¥ä¸‹ã®ãƒ•ã‚©ãƒ«ãƒ€æ§‹æˆã€ãƒ—ãƒã‚°
Testing in Django (Part 1) – Best Practices and Examples – Real Python
Testing is vital. Without properly testing your code, you will never know if the code works as it should, now or in the future when the codebase changes. Countless hours can be lost fixing problems caused by changes to the codebase. What’s worse, you may not even know that there are problems at all until your end users complain about it, which is obviously not how you want to find out about code b
pytestã«ã‚ˆã‚‹ãƒ†ã‚¹ãƒˆã‚’CircleCIã§å®Ÿè¡Œã™ã‚‹ - Qiita
ã¯ã˜ã‚㫠今回ã¯ã€CiecleCIを使ã£ãŸPythonã®ãƒ†ã‚¹ãƒˆã«ã¤ã„ã¦è§£èª¬ã—ã¾ã™ã€‚ ã“ã®å†…容ã«æ±ºã‚ãŸç†ç”±ã¯ã€2ã¤ã‚ã‚Šã¾ã™ã€‚ 1ã¤ç›®ã®ç†ç”±ã¯ã€CircleCIã¯1ヶ月1,000時間分ã¾ã§ç„¡æ–™ã§åˆ©ç”¨ã§ãã‚‹ã®ã§ã€ã“ã®äº‹å®Ÿã‚’ã„ã‚ã‚“ãªäººã«çŸ¥ã£ã¦æ¬²ã—ã‹ã£ãŸã‹ã‚‰ã§ã™ã€‚å°šã€ç„¡æ–™ãªã®ã¯1並列ã§Linuxã®è‡ªå‹•ãƒ†ã‚¹ãƒˆã‚’クラウド上ã§å®Ÿè¡Œã™ã‚‹å ´åˆã«é™ã‚Šã¾ã™ã€‚リãƒã‚¸ãƒˆãƒªã®GitHubã¯æ³•äººã§ã‚‚privateãªãƒªãƒã‚¸ãƒˆãƒªã§ã‚‚ç„¡æ–™ã§ã™ãŒã€ãƒ†ã‚¹ãƒˆã‚’並列ã§è¡Œã£ãŸã‚Šã€MacOSã§ãƒ†ã‚¹ãƒˆã™ã‚‹å ´åˆã¯æœ‰æ–™ã¨ãªã‚Šã¾ã™ã€‚ CircleCIã¯ã€ãƒªãƒ¢ãƒ¼ãƒˆä¸Šã®GitHubã¸ãƒ—ãƒã‚°ãƒ©ãƒ ã‚’æ›´æ–°ã™ã‚‹ã¨ã€ã™ãã«CIを実施ã—ã¾ã™ã€‚後ã§èª¬æ˜Žã—ã¾ã™ãŒã€ã“ã®æ‰‹é †ã«ã¯ã€CircleCIã®ã‚¢ã‚«ã‚¦ãƒ³ãƒˆã‚’登録ã—ã¦ã€GitHub上ã®ãƒªãƒã‚¸ãƒˆãƒªã‚’é¸ã‚“ã§ã€ç°¡å˜ãªè¨å®šãƒ•ã‚¡ã‚¤ãƒ«ã‚’準備ã™ã‚‹ã ã‘ã§ã™ã€‚ãã‚Œã ã‘ã§è‡ªåˆ†ã®PCã®ãƒªã‚½ãƒ¼ã‚¹ã‚’使ã‚ãšã€ãƒ†ã‚¹ãƒˆã‚’実施ã™ã‚‹ã“ã¨ãŒã§ãã¾ã™ã€‚ ç§ã¯
[Django] Coverage.py を使ã£ã¦ã‚«ãƒãƒ¬ãƒƒã‚¸ã‚’計測ã™ã‚‹ | CodeLab
Python 㧠Django を使ã†æ™‚ã®ãƒ†ã‚¹ãƒˆã‚³ãƒ¼ãƒ‰ã®æ›¸ã方をã¾ã¨ã‚ã¾ã—ãŸã€‚目的ãƒãƒ¼ã‚«ãƒ«ç’°å¢ƒã§ãƒ†ã‚¹ãƒˆã‚³ãƒ¼ãƒ‰ã«ã‚ˆã‚‹ãƒ†ã‚¹ãƒˆã‚’実行ã—ãŸã„ã‚«ãƒãƒ¬ãƒƒã‚¸ãŒç¢ºèªã—ãŸã„ã„ãšã‚Œã¯ãƒ†ã‚¹ãƒˆé§†å‹•é–‹ç™ºã«ç§»è¡Œã—ãŸã„環境Python 3.5.1Django 1.10.5caverage 4.3.4django-nose 1.4.4å‰ææ¡ä»¶Python , Django ã®ç’°å¢ƒã¯ã™ã§ã«æ§‹ç¯‰æ¸ˆã¿ãƒã‚°ã‚¤ãƒ³ç”»é¢ã‚„ãƒã‚°ã‚¤ãƒ³å¾Œã®ç”»é¢ã®å®Ÿè£…ã¯å®Œäº†ã—ã¦ã„ã‚‹æ‰‹é †coverage 㨠django-nose ã®ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«pip を使ã£ã¦coverage 㨠django-nose をインストールã—ã¾ã™ã€‚$ pip install coverage$ pip install django-nosesettings.py è¨å®šè¿½åŠ ... django-noseã¨django-caverageを利用ã—ã¦ã„ãŸæ™‚ã®å•é¡Œç‚¹Django 1.10
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Djangoメモ(26) : coverage.pyã§ã‚«ãƒãƒ¬ãƒƒã‚¸ï¼ˆç¶²ç¾…率）を計測 - ã‚‚ãŸæ—¥è¨˜
coverage.pyã®ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ« coverage.pyã®å®Ÿè¡Œæ–¹æ³• coverage.pyã®è¨å®š coverage.pyã®ãƒ—ラグイン ã¾ã¨ã‚ A Complete Beginner's Guide to Djangoã®ãƒãƒ¥ãƒ¼ãƒˆãƒªã‚¢ãƒ«ã‚’å‚考ã«ä½œæˆã—ã¦ã„る掲示æ¿ã‚¢ãƒ—リã®ãƒ†ã‚¹ãƒˆã‚³ãƒ¼ãƒ‰ã®ã‚«ãƒãƒ¬ãƒƒã‚¸ã‚’計測ã—ã¦ã¿ã‚‹ã€‚ coverage.pyã®ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ« ãƒãƒ¥ãƒ¼ãƒˆãƒªã‚¢ãƒ«ã§ã¯æ§˜ã€…ãªãƒ†ã‚¹ãƒˆã‚³ãƒ¼ãƒ‰ã‚’書ã„ã¦ã„ã‚‹ãŒã‚«ãƒãƒ¬ãƒƒã‚¸ï¼ˆç¶²ç¾…率）ãŒã©ã®ç¨‹åº¦ãªã®ã‹è¨ˆæ¸¬ã—ã¦ã¿ã‚‹ã€‚ ドã‚ュメントã«ã¯coverage.pyã®èª¬æ˜ŽãŒã‚ã‚‹ã®ã§coverage.pyを試ã—ã¦ã¿ã‚‹ã€‚ coverage.pyã¯pipコマンドã§ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«å¯èƒ½ã€‚ $ pip install coverage 今回ã¯Pipenvã§ç’°å¢ƒã‚’構築ã—ã¦ã„ã‚‹ã®ã§ä¸‹è¨˜ã‚³ãƒžãƒ³ãƒ‰ã§ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«ã€‚ $ pipenv install coverage インストールã§ãã¦ã„ã‚‹ã‹ç¢º
pytestã§djangoã®coverageを測る - matobaã®å‚™å¿˜éŒ²
pytestã§coverageを測りãŸã„。ãã†ã™ã‚Œã°ã€è‰²ã€…スピードアップã™ã‚‹äºˆæ„ŸãŒã‚る。 ã¨ã‚Šã‚ãˆãšã€ã‚„ã£ã¦ã¿ãŸè©±ã€‚ venv環境を作る pytestã§ãƒ†ã‚¹ãƒˆã§ãるよã†ã«ã™ã‚‹ pytest-covを使ㆠカãƒãƒ¬ãƒƒã‚¸ä¸‹ã’ã¦ã¿ã‚‹ djangoã§pytestã§ã‚«ãƒãƒ¬ãƒƒã‚¸ã‚’図る djangoã®æº–å‚™ pytestã§djangoをテスト pytest + django + coverage 終ã‚ã‚Š venv環境を作る $ python3.6 -m venv coverage $ . coverage/bin/activate (coverage) $ python -V Python 3.6.5 pytestã§ãƒ†ã‚¹ãƒˆã§ãるよã†ã«ã™ã‚‹ ã¨ã‚Šã‚ãˆãšã€pytestã§ãƒ†ã‚¹ãƒˆã§ãるよã†ã«ã—ã¨ã。 (coverage) $ pip install pytest (coverage) $ pip freeze |
[Django] 自動テストã«ã¤ã„ã¦ã®ã¾ã¨ã‚ - Qiita
manage.py help test usage: manage.py test [-h] [--version] [-v {0,1,2,3}] [--settings SETTINGS] [--pythonpath PYTHONPATH] [--traceback] [--no-color] [--noinput] [--failfast] [--testrunner TESTRUNNER] [-t TOP_LEVEL] [-p PATTERN] [-k] [-r] [--debug-mode] [-d] [--parallel [N]] [--tag TAGS] [--exclude-tag EXCLUDE_TAGS] [test_label [test_label ...]] コマンドã®ã‚ªãƒ—ション -v {0,1,2,3} --verbosity {0,1,2,3} 実行ãƒã‚°ã®è©³ç´°
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Django ã§ã®ãƒ†ã‚¹ãƒˆ - Qiita
今 Python 㧠Django を使ã†ã¨ãã«ãƒ†ã‚¹ãƒˆã«ã¤ã„ã¦ã¯ã“ã†ã™ã‚Œã°ã„ã„ã€ã¨ã„ã†è‡ªåˆ†ãªã‚Šã®è§£ã‚’ã¾ã¨ã‚ã¾ã—ãŸã€‚ æ–¹é‡ manage.py test app1 app2 ã®å½¢å¼ã§ãƒ†ã‚¹ãƒˆã™ã‚‹ (Django ã®ä»•çµ„ã¿ã«ä¹—ã‚‹) app1/tests/test*.py をデフォルトã§å…¨éƒ¨ãƒ†ã‚¹ãƒˆã™ã‚‹ (app1/tests.py ã§ã¯ãªã) coverage 㯠html ã«ã—㦠CIサーãƒãƒ¼ã§è¦‹ã‚‰ã‚Œã‚‹ã‚ˆã†ã«ã™ã‚‹ ã“れらを満ãŸã™ã®ã¯ç¾åœ¨ã®ã¨ã“ã‚ django-nose ã§ã™ã€‚ ã¾ãŸ CI 㯠CircleCI を使ã†ã¨ã—ã¾ã™ã€‚ Django ã®æº–å‚™ã¯å¿…è¦ã«å¿œã˜ã¦ http://qiita.com/seizans/items/1dc744694c1072e2b8d3 ãªã©ã‚’å‚ç…§ãã ã•ã„。 CircleCI ã®ã‚¢ã‚«ã‚¦ãƒ³ãƒˆä½œæˆãªã©ã¯ https://circleci.com/ ã‹ã‚‰ã€ç‰¹ã«é›£ã—ã„ã“ã¨ç„¡ã
Pythonã§ã‚«ãƒãƒ¬ãƒƒã‚¸ã‚’調ã¹ã‚‹ - Qiita
$ nosetests --with-coverage .................. Name Stmts Miss Branch BrMiss Cover Missing ----------------------------------------------------------------------- ctypes 333 333 108 108 0% 3-543 ctypes._endian 33 33 14 14 0% 1-59 ctypes.macholib 1 1 0 0 0% 9 ctypes.macholib.dyld 88 88 42 42 0% 5-158 ctypes.macholib.dylib 20 20 4 4 0% 5-63 ctypes.macholib.framework 23 23 4 4 0% 5-65 ctypes.util 159
coverage combineコマンドã§è¤‡æ•°ã®é›†è¨ˆçµæžœã‚’çµåˆã™ã‚‹ - 今å·é¤¨
ã‚«ãƒãƒ¬ãƒƒã‚¸(網羅率)ã¨ã¯ï¼Ÿ ã‚«ãƒãƒ¬ãƒƒã‚¸ã¨ã¯ãƒ†ã‚¹ãƒˆã‚³ãƒ¼ãƒ‰ãŒã©ã‚Œã ã‘テスト対象ã®å†…容を網羅ã—ã¦ã„ã‚‹ã‹ã‚’表ã™å‰²åˆã§ã™ã€‚ 例ãˆã°ã€ä»¥ä¸‹ã®ãƒ•ã‚¡ã‚¤ãƒ«ã«ã¯foo, bar, bazã¨ã„ã†3ã¤ã®é–¢æ•°ãŒå®šç¾©ã•ã‚Œã¦ã„ã¾ã™ãŒã€ã“れらã®ã™ã¹ã¦ã®å†…容をテストã§å®Ÿè¡Œæ¸ˆã¿ã§ã‚ã‚Œã°ã‚«ãƒãƒ¬ãƒƒã‚¸ã¯100%ã¨ãªã‚Šã¾ã™ã€‚ # -*- coding:utf-8 -*- def foo(): return 1 def bar(): return 2 def baz(x): if x < 5: return 3 else: return 4 本当ã¯ã‚«ãƒãƒ¬ãƒƒã‚¸ã¯3種類ã®è©•ä¾¡åŸºæº–ãŒã‚ã£ã¦ãã‚Œãžã‚Œè©•ä¾¡ã®ä»•æ–¹ãŒé•ã†ã®ã§ã™ãŒã€ã“ã“ã§ã¯ãã®è©³ç´°ãªèª¬æ˜Žã¯å‰²æ„›ã—ã¾ã™ã€‚ Pythonã®coverageモジュール Pythonã§ã‚«ãƒãƒ¬ãƒƒã‚¸ã‚’å–å¾—ã™ã‚‹ã¨ãã¯coverageã¨ã„ã†ãƒ¢ã‚¸ãƒ¥ãƒ¼ãƒ«ã‚’使ã„ã¾ã™ã€‚ $ easy_install coverageインストー
go-linq: LINQ query functions over slices for Golang
.NET's Language Integrated Query (LINQ) library for Go Query and manipulate Go slices and collections using SQL-like methods. Written in pure Go with no dependencies, tested with 100% code coverage. Bring your type There are no generics in Go, but go-linq's magical hacks let you use your types with no trouble. Method syntax From(slice) .Where(wat) .Select(dat) .Results() Easy as that. Just keep wr
Jenkinsã§PHPã®ç¶™ç¶šçš„インテグレーションを体験ã™ã‚‹ 自動テスト編
PHPUnitを用ã„ãŸå˜ä½“テストã®ã‚³ãƒ¼ãƒ‰ã‚’Jenkinsã§èµ·å‹•ã—ã¦ã‚³ãƒ¼ãƒ‰ã‚«ãƒãƒ¬ãƒƒã‚¸çŽ‡ã¨ãƒ†ã‚¹ãƒˆçµæžœã®å–込を行ã„ã¾ã—ょã†ã€‚ Yii2ã‹ã‚‰ã¯ã€Codeceptionをインストールã—ã¦å˜ä½“テストã€æ©Ÿèƒ½ãƒ†ã‚¹ãƒˆã€å—ã‘入れテストを行ã†ã‚ˆã†ã§ã™ã€‚ ã›ã£ã‹ããªã®ã§Codeceptionã§ãƒ†ã‚¹ãƒˆã‚’書ã„ã¦Jenkinsã¨é€£æºã•ã›ã¦ã¿ã¾ã—ょã†ã€‚ テストã®æº–å‚™ α版ã®Yii2ã ã¨suggestã§è¨˜è¿°ã•ã‚Œã¦ã„ã‚‹ã®ã§ã€æ”¹ã‚ã¦ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«ã—ã¾ã™ã€‚ インストール後ã«ãƒ†ã‚¹ãƒˆã®æº–備を行ã£ã¦èµ·å‹•ç¢ºèªã¾ã§è¡Œã£ã¦ãŠãã¾ã—ょã†ã€‚ アプリケーションディレクトリã§æ“作ã—ã¦ä¸‹ã•ã„ $php composer.phar require --dev "codeception/codeception: 1.8.*@dev" "codeception/specify: *" "codeception/verify: *" >Loading comp
yiiã§PHPUnit 準備編 - tjtjtjã®ãƒ¡ãƒ¢
PHPUnit Windows XAMPPãªã®ã§ã“ã“ã‚’å‚考ã«ã—ã¾ã—ãŸã€‚ First off I'm assuming xampp is installed to C:\xampp 1. Open a command prompt and go to C:\xampp\php 2. Type "pear update-channels" (updates channel definitions) 3. Type "pear upgrade" (upgrades all existing packages and pear) 4. Type "pear channel-discover components.ez.no" (this is needed for PHPUnit) 5. Type "pear channel-discover pear.symfony-project.com" (
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Hypermodern Python Chapter 2: Testing
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GitHub - mjhea0/testing-in-django: Example project for testing in Django.
[Guile] スクリプトをコマンドラインã‹ã‚‰å®Ÿè¡Œã—㦠code coverage ã‚’ã¨ã‚‹æ–¹æ³• - Qiita
入れã¦ãŠã„ãŸã»ã†ãŒã„ã„Packages - Qiita
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