checkov
Policy-as-code for everyone Checkov scans cloud infrastructure configurations to find misconfigurations before they're deployed. Checkov uses a common command line interface to manage and analyze infrastructure as code (IaC) scan results across platforms such as Terraform, CloudFormation, Kubernetes, Helm, ARM Templates and Serverless framework. Get started Supported clouds and frameworks Verify c
Testing Your Code — The Hitchhiker's Guide to Python
Testing Your Code¶ Testing your code is very important. Getting used to writing testing code and running this code in parallel is now considered a good habit. Used wisely, this method helps to define your code’s intent more precisely and have a more decoupled architecture. Some general rules of testing: A testing unit should focus on one tiny bit of functionality and prove it correct. Each test un
ã¯ã˜ã‚㫠— pep8-ja 1.0 ドã‚ュメント
X-Translator: Yoshinari Takaoka <reversethis -> gro tod umumum ta umumum> ã¯ã˜ã‚ã«Â¶ ã“ã®æ–‡æ›¸ã¯ Python ã®æ¨™æº–ライブラリã«å«ã¾ã‚Œã¦ã„ã‚‹Pythonコードã®ã‚³ãƒ¼ãƒ‡ã‚£ãƒ³ã‚°è¦ç´„ã§ã™ã€‚CPython ã«å«ã¾ã‚Œã‚‹C言語ã®ã‚³ãƒ¼ãƒ‰ã«ã¤ã„ã¦ã¯ã€å¯¾å¿œã™ã‚‹C言語ã®ã‚¹ã‚¿ã‚¤ãƒ«ã‚¬ã‚¤ãƒ‰ã‚’記ã—㟠PEP ã‚’å‚ç…§ã—ã¦ãã ã•ã„。 ã“ã®æ–‡æ›¸ã¨ PEP 257 (Docstring è¦ç´„) ã¯ã€Guido ãŒæ›¸ã„ãŸã‚ªãƒªã‚¸ãƒŠãƒ«ã®Pythonスタイルガイドã®ã‚¨ãƒƒã‚»ã‚¤ã¨ã€ Barry ã®ã‚¹ã‚¿ã‚¤ãƒ«ã‚¬ã‚¤ãƒ‰ã«å°‘ã—追記ã—ãŸã‚‚ã®ã‚’ã¾ã¨ã‚ãŸã‚‚ã®ã§ã™ã€‚ [2] ã“ã®ã‚¹ã‚¿ã‚¤ãƒ«ã‚¬ã‚¤ãƒ‰ã¯ã€è¿½åŠ ã®è¦ç´„ãŒå¿…è¦ã ã¨ã‚ã‹ã£ãŸã‚Šã€Pythonã®è¨€èªžè‡ªä½“ãŒå¤‰æ›´ã•ã‚Œã‚‹ã“ã¨ã§éŽåŽ»ã®è¦ç´„ãŒæ™‚代é…ã‚Œã«ãªã£ãŸæ™‚ã«å¾ã€…ã«æ”¹è¨‚ã•ã‚Œã¦ã‚†ãã¾ã™ã€‚ 多ãã®ãƒ—ãƒã‚¸ã‚§ã‚¯ãƒˆã«ã¯ã€è‡ªåˆ†ãŸã¡ã®ã‚³ãƒ¼ãƒ‡ã‚£ãƒ³ã‚°ã‚¹ã‚¿ã‚¤ãƒ«
Thank you, Guido
After six and a half years, Guido van Rossum, the creator of Python, is leaving Dropbox and heading into retirement. From the beginning, we knew Guido would be a great addition to our company. In fact, his contributions to Dropbox date back to day one. Our CEO Drew Houston’s very first lines of code for Dropbox were written in Python. “What I love about Python is it just works,†says Houston. “It
PEP 8 – Style Guide for Python Code | peps.python.org
PEP 8 – Style Guide for Python Code Author: Guido van Rossum <guido at python.org>, Barry Warsaw <barry at python.org>, Alyssa Coghlan <ncoghlan at gmail.com> Status: Active Type: Process Created: 05-Jul-2001 Post-History: 05-Jul-2001, 01-Aug-2013 Table of Contents Introduction A Foolish Consistency is the Hobgoblin of Little Minds Code Lay-out Indentation Tabs or Spaces? Maximum Line Length Shoul
探索的データ解æžã«ãŠã‘ã‚‹æ£ã—ã„å¯è¦–化手法ã®é¸ã³æ–¹ã¨æãæ–¹ - Qiita
データ分æžã«ãŠã‘る関数ã®ä½¿ã„æ–¹ã«ã¤ã„ã¦ã¯æ§˜ã€…ãªè¨˜äº‹ãŒä¸ŠãŒã£ã¦ã„ã¾ã™ã€‚関数を知らãªã‹ã£ãŸã‚Šä½¿ã„æ–¹ãŒåˆ†ã‹ã‚‰ãªã„ã¨ãã¯èª¿ã¹ã‚Œã°ã ã„ãŸã„ç”ãˆãŒè¦‹ã¤ã‹ã‚Šã¾ã™ã€‚ 一方ã§ã€å®Ÿéš›ã«åˆ†æžã‚’始ã‚よã†ã¨ã™ã‚‹ã¨ã€ãŸã¨ãˆé–¢æ•°ã®ä½¿ã„æ–¹ãŒã‚ã‹ã£ã¦ã„ã¦ã‚‚ã€ãƒ‡ãƒ¼ã‚¿ã‚’ã©ã®ã‚ˆã†ãªåˆ‡ã‚Šå£ã‹ã‚‰ä½•ã‚’分æžãƒ»å¯è¦–化ã—ã¦ã„ã‘ã°è‰¯ã„ã®ã‹å›°ã£ã¦ã—ã¾ã†ã“ã¨ãŒã‚ˆãã‚ã‚Šã¾ã™ã€‚ ã“ã®è¨˜äº‹ã§ã¯ã€ã‚ã‚“ã¡ã¹ã•ã‚“ãŒæ›¸ã„ãŸãƒ‡ãƒ¼ã‚¿è§£æžã®å®Ÿå‹™ãƒ—ãƒã‚»ã‚¹å…¥é–€ã¨ã„ã†æœ¬ã‚’ベースã«ã€ã©ã®ã‚ˆã†ãªãƒ‡ãƒ¼ã‚¿ã‹ã‚‰ä½•ã‚’見ãŸã„ã¨ãã«ã©ã®ã‚ˆã†ãªå¯è¦–化手法を使ãˆã°ã‚ˆã„ã®ã‹ã‚’ã€å…·ä½“例を交ãˆãªãŒã‚‰æ•´ç†ã—ã¦ã„ãã¾ã™ã€‚ 探索的データ解æžã¨ã¯ データ解æžã®ã‚¢ãƒ—ãƒãƒ¼ãƒã¯ã€å¤§ãã分ã‘ã¦ä»®èª¬ã‚’データã§æ¤œè¨¼ã™ã‚‹ã€Œä»®èª¬æ¤œè¨¼åž‹ã€ã¨ãƒ‡ãƒ¼ã‚¿ã‹ã‚‰ä»®èª¬ã‚’生ã¿å‡ºã™ã€ŒæŽ¢ç´¢åž‹ã€ã«åˆ†ã‘られã¾ã™ã€‚ 実際ã«ãƒ‡ãƒ¼ã‚¿è§£æžã‚’è¡Œã†ã¨ãã¯ã€ä»®èª¬æ¤œè¨¼åž‹ã¨æŽ¢ç´¢åž‹ã‚’è¡Œãæ¥ã—ã¤ã¤çŸ¥è¦‹ã‚’見出ã—ã¦ã„ãã¾ã™ã€‚ データ解æžã«ã¯æ¤œè¨¼ã™ã¹ã仮説をè¨å®šã™ã‚‹ã“ã¨ãŒå¿…
Pythonã®å®Ÿè¡Œä¸ã«ã‚¤ãƒ³ã‚¿ãƒ©ã‚¯ãƒ†ã‚£ãƒ–シェルを起動ã™ã‚‹ - Qiita
# coding: utf-8 from IPython import embed from IPython.terminal.embed import InteractiveShellEmbed n = 1 print('start embed') embed() # === ipython interactive shell === # # print(n) # => 1 # # n += 1 # # Ctrl + D : exit ipython print('end embed') ipshell = InteractiveShellEmbed() print('start interactive shell') ipshell() # === ipython interactive shell === # # print(n) # => 2 # # Ctrl + D : exit
Pythonã®ç’°å¢ƒæ§‹ç¯‰ã‚’自分ãªã‚Šã«æ•´ç†ã—ã¦ã¿ã‚‹
機械å¦ç¿’ブームãªã©ã«ã‚ˆã‚Šã€ Python を触り始ã‚ã‚‹ Rubyist ãŒå¢—ãˆã¦ããŸã¨æ€ã„ã¾ã™ã€‚ãã®éš›ã«å•é¡Œã«ãªã‚Šã‚„ã™ã„ã®ãŒç’°å¢ƒæ§‹ç¯‰ã§ã™ã€‚Rubyã 㨠rbenv ãŒãƒ‡ãƒ•ã‚¡ã‚¯ãƒˆã‚¹ã‚¿ãƒ³ãƒ€ãƒ¼ãƒ‰ã«ãªã£ã¦ã„ã‚‹ã®ã«ã€ãªãœã‹ Python ã«â€¦ ç§ã®ç«‹ã¡ä½ç½®ã‚‚ã¨ã‚‚ã¨ã¯ã€æ•°å¹´å‰ã¾ã§ å¹´ã«ä¸€å›žPython3ã§NLTKやらscikit-learnやら機械å¦ç¿’や自然言語処ç†ã®ç’°å¢ƒã‚’作ã‚ã†ã¨è©¦ã¿ã¦ã¯å¤±æ•—ã—ã¦Python使ã†ã‚‚ã®ã‹ã¨æ€ã£ã¦ã„ãŸäººã§ã—ãŸã€‚ãã‚ŒãŒã€Anacondaã§ç’°å¢ƒå°Žå…¥ã™ã‚‹ã¨ã€é¢å€’ãªã“ã¨ã¯ä½•ã‚‚考ãˆãšã«æ¸ˆã‚€ã¨ã„ã†ã“ã¨ã‚’知りã€Cookpadã§ã¯Anacondaã‚’å‰æã«ç’°å¢ƒæ§‹ç¯‰ã‚’勧ã‚ã¦ã„ã¾ã—ãŸã€‚ 今ã¯ã€ymotongpooã«ã€Œéƒ·ã«å…¥ã£ã¦ã¯éƒ·ã«å¾“ãˆã€ã¨è¨€ã‚ã‚ŒãŸãŸã‚ã€pip+virtualenv/venvã§å…¨ã¦ã‚’ã“ãªã—ã¦ã„ã¾ã™ãŒã€ã“ã‚Œã§å›°ã£ãŸã“ã¨ã¯ç‰¹ã«ã‚ã‚Šã¾ã›ã‚“。macOS, Windows, Linuxã
Pythonã§CSVを高速＆çœãƒ¡ãƒ¢ãƒªã«èªã¿ãŸã„ - tkm2261's blog
今日ã¯Python (Pandas)ã§é«˜é€Ÿã«CSVã‚’èªã‚€ã“ã¨ã«æŒ‘戦ã—ãŸã„ã¨æ€ã„ã¾ã™ã€‚ Kaggleã«å‚åŠ ã™ã‚‹ãŸã³ã«ã€ã‚¤ãƒ©ã‚¤ãƒ©ã—ã¦ã„ãŸã®ã§å„実装ã®ç™½é»’ã¯ã£ãã‚Šã•ã›ã‚ˆã†ã¨æ€ã„ã¾ã™ã€‚ R使ã„ãŒç¾¨ã¾ã—ã„ãªãã¨æ€ã†ç¬¬ä¸€ä½ãŒCSVèªè¾¼ãŒç°¡å˜ã«ä¸¦åˆ—出æ¥ã¦é€Ÿã„ã“ã¨ãªã®ã§ã€ ãªã‚“ã¨ã‹GILã®ã‚ã‚‹Pythonã§ã‚‚高速ã«èªã¿è¾¼ã¿ãŸã„ã¨æ€ã„ã¾ã™ã€‚ ãŸã ã€ã“ã®æ¤œè¨¼ã§ã¯ã‚³ãƒ¼ãƒ‡ã‚£ãƒ³ã‚°é‡ãŒå¤šã„ã‚‚ã®ã¯æ¤œè¨¼ã—ã¾ã›ã‚“。 CSVèªè¾¼ã¯é »å‡ºã™ã‚‹ã®ã§ã€ãƒ•ãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã®è»½ã•ãŒé‡è¦ã§ã™ã€‚（オレオレライブラリ嫌ã„） Pickleã¯æ—©ã„ã‘ã©ã€‚。。 çµè«–ã¯Dask使ãŠã†ï¼ 検証環境 データ 速度検証 pandas.read_csv() pandas.read_csv() (dtype指定) pandas.read_csv() (gzip圧縮) numpy.genfromtxt() pandas.read_csv() (chunksize指定 +
Pandasを使ã£ãŸãƒ‡ãƒ¼ã‚¿æ“作ã®åŸºæœ¬ - ã´ã‚ˆã´ã‚ˆ.py
データ分æžã®ä¼šç¤¾ã«è»¢è·ã—ã¦ã‹ã‚‰3ヶ月。 最åˆã®1ヶ月ã¯Pandasã®æ‰±ã„ã«æœ¬å½“ã«å›°ã£ãŸã®ã§ã€ 昔メモã—ã¦ãŸã“ã¨ã‚’ç°¡å˜ã«ãƒ–ãƒã‚°ã«è¨˜éŒ²ã—ã¦ãŠã(o ･ω･)ﾉ ã€è¿½è¨˜ã€‘2017/07/31 0:36 データãŒä¸€éƒ¨é–“é•ã£ã¦ãŸã®ã§ä¿®æ£ã—ã¾ã—㟠Pandasã¨ã¯ pandasã§ã‚ˆã使ã†åž‹ テストデータã«ã¤ã„㦠余談 Pandasã§ã®ãƒ‡ãƒ¼ã‚¿æ“作入門 pandasã®load データ(csv)ã®ãƒãƒ¼ãƒ‰ データã®ã‚µã‚¤ã‚º データã®ã‚«ãƒ©ãƒ 行列ã‹ã‚‰å¿…è¦ãªåˆ—(カラム)ã‚’å–り出㙠æ¡ä»¶ã«ãƒžãƒƒãƒã™ã‚‹ãƒ‡ãƒ¼ã‚¿ã‚’å–り出㙠1. DataFrame.queryã§å–り出㙠True/Falseã®Series型を指定ã—ã€Trueã®è¡Œã ã‘ã‚’å–り出㙠追記(2017/12/14) 行列ã‹ã‚‰å¿…è¦ãªè¡Œç•ªå·ã‚’指定ã—ã¦ã‚’å–り出㙠グループ分ã‘ã¨é›†è¨ˆ æ–°ãŸãªåˆ—ã‚’è¿½åŠ ã™ã‚‹ å›ºæœ‰å€¤ã‚’è¿½åŠ ã™ã‚‹ ä»–ã®åˆ—ã‚’åŠ å·¥ã—ã¦æ–°ãŸãªåˆ—を作る ä»–ã®è¤‡æ•°åˆ—ã‚’åŠ å·¥ã—ã¦æ–°
Python: ソケットプãƒã‚°ãƒ©ãƒŸãƒ³ã‚°ã®ã‚¢ãƒ¼ã‚テクãƒãƒ£ãƒ‘ターン - CUBE SUGAR CONTAINER
今回ã¯ã‚½ã‚±ãƒƒãƒˆãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚°ã«ã¤ã„ã¦ã€‚ ソケットã¨ã„ã†ã®ã¯ Unix ç³»ã®ã‚·ã‚¹ãƒ†ãƒ ã§ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã‚’扱ã†ã¨ã—ãŸã‚‰ã€ã»ã¼å¿…ãšã¨ã„ã£ã¦ã„ã„ã»ã©ä½¿ã‚ã‚Œã¦ã„ã‚‹ã‚‚ã®ã€‚ ホスト間ã®é€šä¿¡ã‚„ホスト内ã§ã® IPC ãªã©ã€ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã‚’抽象化ã—ãŸã‚¤ãƒ³ã‚¿ãƒ¼ãƒ•ã‚§ãƒ¼ã‚¹ã«ãªã£ã¦ã„る。 ãã‚“ãªå¹…広ã使ã‚ã‚Œã¦ã„るソケットã ã‘ã©ã€å–り扱ã†ã¨ãã«ã¯è‰²ã€…ãªã‚¢ãƒ¼ã‚テクãƒãƒ£ãƒ‘ターンãŒè€ƒãˆã‚‰ã‚Œã‚‹ã€‚ ã¾ãŸã€æ¯”較的低レイヤーãªéƒ¨åˆ†ãªã®ã§ã€åŠ¹çŽ‡çš„ã«æ‰±ã†ãŸã‚ã«ã¯ã‚·ã‚¹ãƒ†ãƒ コールãªã©ã®ã€å‰²ã‚Šã¨ OS レベルã«è¿‘ã„知è˜ã‚‚å¿…è¦ã«ãªã£ã¦ãる。 ã“ã“らã¸ã‚“ã®è©±ã¯ã€ä½“系的ã«èªžã‚‰ã‚Œã¦ã„るドã‚ュメントãŒå°‘ãªã„ã—ã€ã‚ã£ã¦ã‚‚éˆå™¨ã®ã‚ˆã†ãªæœ¬ã ã£ãŸã‚Šã™ã‚‹ã€‚ ãã“ã§ã€ä»Šå›žã¯ãれらã«ã¤ã„ã¦ã–ã£ãã‚Šã¨è¦‹ã¦ã„ãã“ã¨ã«ã—ãŸã€‚ å°šã€ä»Šå›žã¯ãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚°è¨€èªžã¨ã—㦠Python を使ã†ã‘ã©ã€ä½•ã‚‚ã“ã‚Œã¯ç‰¹å®šã®è¨€èªžã«é™ã£ãŸè©±ã§ã¯ãªã„。 ã©ã‚“ãªè¨€èªžã‚’使ã†ã«ã—ã¦ã‚‚ã€ã‚ã‚‹ã„ã¯è¡¨é¢ä¸Šã¯æŠ½è±¡åŒ–ã•
UDF ã®ãŸã‚ã® Python 言語ã®ã‚µãƒãƒ¼ãƒˆ - Amazon Redshift
Amazon Redshift ã¯ã€2025 å¹´ 11 月 1 日以é™ã€æ–°ã—ã„ Python UDF ã®ä½œæˆã‚’サãƒãƒ¼ãƒˆã—ãªããªã‚Šã¾ã™ã€‚Python UDF を使用ã™ã‚‹å ´åˆã¯ã€ãã®æ—¥ä»˜ã‚ˆã‚Šå‰ã« UDF を作æˆã—ã¦ãã ã•ã„。既å˜ã® Python UDF ã¯å¼•ã続ã通常ã©ãŠã‚Šæ©Ÿèƒ½ã—ã¾ã™ã€‚詳細ã«ã¤ã„ã¦ã¯ã€ãƒ–ãƒã‚°è¨˜äº‹ã‚’å‚ç…§ã—ã¦ãã ã•ã„。 UDF ã®ãŸã‚ã® Python 言語ã®ã‚µãƒãƒ¼ãƒˆ
GitHub - ikegami-yukino/jaconv: Pure-Python Japanese character interconverter for Hiragana, Katakana, Hankaku, and Zenkaku
import jaconv # Hiragana to Katakana jaconv.hira2kata('ã¨ã‚‚ãˆã¾ã¿') # => 'トモエマミ' # Hiragana to half-width Katakana jaconv.hira2hkata('ã¨ã‚‚ãˆã¾ã¿') # => 'ﾄﾓｴï¾ï¾' # Katakana to Hiragana jaconv.kata2hira('巴マミ') # => 'å·´ã¾ã¿' # half-width character to full-width character # default parameters are followings: kana=True, ascii=False, digit=False jaconv.h2z('ﾃｨﾛ･ﾌｨﾅｰﾚ') # => 'ティãƒãƒ»ãƒ•ã‚£ãƒŠãƒ¼ãƒ¬' # half-width character to full-
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GitHub - bridgecrewio/checkov: Prevent cloud misconfigurations and find vulnerabilities during build-time in infrastructure as code, container images and open source packages with Checkov by Bridgecrew.
GitHub - pypa/pipfile
Mock open() function used in a class method
GitHub - great-expectations/great_expectations: Always know what to expect from your data.
backoff
Dask | Scale the Python tools you love
Python ã¨ãƒ‡ãƒ¼ã‚¿åˆ†æžã‚³ãƒ³ãƒ†ã‚¹ãƒˆã®å®Ÿè·µ
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