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AWS Lambda PowertoolsãŒä¾¿åˆ©ã™ãŽãŸ #serverless #python | DevelopersIO
aws-lambda-powertools-pythonã®å®Ÿéš›ã®ä½¿ã„æ–¹ã‚’ã‚µãƒ³ãƒ—ãƒ«ã‚³ãƒ¼ãƒ‰ã¨ä¸€ç·’ã«ç´¹ä»‹ã—ã¾ã™ã€‚ ã“ã‚“ã«ã¡ã¯ã€ã‚¯ãƒ©ã‚¹ãƒ¡ã‚½ãƒƒãƒ‰ã®å²¡ã§ã™ã€‚ ã“ã®è¨˜äº‹ã¯ AWS Lambdaã¨Serverless Advent Calendar 2020 ã®7æ—¥ç›®ã®è¨˜äº‹ã§ã™ã€‚ AWS Lambda Powertoolsã¨ã¯ï¼Ÿ Lambdaã§ã®å®Ÿè£…ã‚’ã‚µãƒãƒ¼ãƒˆã—ã¦ãã‚Œã‚‹ãƒ©ã‚¤ãƒ–ãƒ©ãƒªã§ã™ã€‚ ç¾åœ¨ã€ãƒ©ã‚¤ãƒ–ãƒ©ãƒªãŒæä¾›ã•ã‚Œã¦ã„ã‚‹ã®ã¯Pythonã¨Javaã®2ã¤ã«ãªã‚Šã¾ã™ã€‚ ã¡ãªã¿ã«ã€DAZNã‹ã‚‰Node.jsç”¨ã® DAZN Lambda Powertools ã‚‚ã§ã¦ã„ã¾ã™ã€‚ å‹•ä½œç¢ºèªç’°å¢ƒ Python: 3.8.5 aws-lambda-powertools-python: 1.8.0 Serverless Framework: 2.15.0 ä¸»ãªæ©Ÿèƒ½ Logging Lambdaã®Contextã‚’åŸ‹ã‚è¾¼ã‚“ã ãƒã‚°ã®
slay-t 2020/12/07
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[Amazon SageMaker] ã‚¤ãƒ¡ãƒ¼ã‚·ã‚™åˆ†é¡žã®ãƒ¢ãƒ†ã‚™ãƒ«ã‚’Neoã¦ã‚™æœ€é©åŒ–ã—ã¦ã€Jetson Nano+OpenCV+Webã‚«ãƒ¡ãƒ©ã¦ã‚™ä½¿ç”¨ã—ã¦ã¿ã¾ã—ãŸ | DevelopersIO
1 ã¯ã˜ã‚ã« CXäº‹æ¥æœ¬éƒ¨ã®å¹³å†…ï¼ˆSINï¼‰ã§ã™ã€‚ å‰å›žã€Amazon SageMaker(ä»¥ä¸‹ã€SageMaker)ã®ç‰©ä½“æ¤œå‡ºï¼ˆçµ„ã¿è¾¼ã¿ã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ï¼‰ã‚’ã€SageMaker Neoï¼ˆä»¥ä¸‹ã€Neoï¼‰ã§æœ€é©åŒ–ã—ã¦ã€Jetson Nanoã§åˆ©ç”¨ã—ã¦ã¿ã¾ã—ãŸã€‚ ä»Šå›žã¯ã€ã‚¤ãƒ¡ãƒ¼ã‚¸åˆ†é¡žï¼ˆçµ„ã¿è¾¼ã¿ã‚¢ãƒ«ã‚´ãƒªã‚ºãƒ ï¼‰ã«ã¤ã„ã¦ã€ç¢ºèªã—ã¦ã¿ã¾ã—ãŸã€‚ æœ€åˆã«ã€å‹•ä½œã‚’ç¢ºèªã—ã¦ã„ã‚‹æ§˜åã§ã™ã€‚GPUãŒãƒ•ãƒ«ã«å›žã£ã¦ã„ã¾ã™ãŒã€ç´„0.1ç§’ã§æŽ¨è«–ã§ãã¦ã„ã¾ã™ã€‚ 2 ãƒ¢ãƒ‡ãƒ« ä½¿ç”¨ã—ãŸãƒ¢ãƒ‡ãƒ«ã¯ã€ä¸‹è¨˜ã§ä½œæˆã—ãŸã‚‚ã®ã§ã™ã€‚ 17ç¨®é¡žã®å•†å“ã‚’å›žè»¢å°ã«ä¹—ã›ã¦å‹•ç”»æ’®å½±ã—ãŸãƒ‡ãƒ¼ã‚¿ã‹ã‚‰ã€ã‚¤ãƒ¡ãƒ¼ã‚¸åˆ†é¡žã®ãƒ¢ãƒ‡ãƒ«ãŒä½œæˆã•ã‚Œã¦ã„ã¾ã™ã€‚ 3 SageMaker Neo ä¸‹è¨˜ã®è«¸å…ƒã§ã€ä¸Šè¨˜ã®ãƒ¢ãƒ‡ãƒ«ã‚’æœ€é©åŒ–ã—ã¦ã„ã¾ã™ã€‚ ã‚¸ãƒ§ãƒ–å: ic-SYOHIN17-jetson-Nano-001ï¼ˆä»»æ„ã§ã™ï¼‰ ãƒ‡ãƒ¼ã‚¿å…¥åŠ›å€¤: {"data": [1, 3, 224, 22
slay-t 2020/11/04
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Serverless Dashboardã‚’ä½¿ã£ã¦çˆ†é€Ÿã§CICDç’°å¢ƒã‚’ã‚»ãƒƒãƒˆã‚¢ãƒƒãƒ— #pytest | DevelopersIO
Serverless Framework Dashboardã®CICDæ©Ÿèƒ½ã‚’ä½¿ã£ã¦ãƒ‡ãƒ—ãƒã‚¤ãƒ‘ã‚¤ãƒ—ãƒ©ã‚¤ãƒ³ã‚’æ§‹ç¯‰ã™ã‚‹æ–¹æ³•ã‚’ã”ç´¹ä»‹ã—ã¾ã™ã€‚ Serverless Frameworkã®ãƒ€ãƒƒã‚·ãƒ¥ãƒœãƒ¼ãƒ‰ãŒã‚ã‚‹ã®ã‚’æœ€è¿‘çŸ¥ã£ã¦ä½¿ã£ã¦ã¿ã¾ã—ãŸã€‚ ã‹ãªã‚Šä½¿ã„å¿ƒåœ°ãŒè‰¯ãã¦ç”»é¢ä¸Šã‹ã‚‰ã‚µã‚¯ãƒƒã¨CICDç’°å¢ƒã‚’ä½œæˆã§ããŸã®ã§ã€ã“ã®è¨˜äº‹ã§æ‰‹é †ã‚’æ®‹ã—ã¦ãŠãã¾ã™ã€‚ ä»Šå›žã¯ãƒ‡ãƒ—ãƒã‚¤å…ˆã¯AWSã§ãƒ–ãƒ©ãƒ³ãƒæ¯Žã«AWSã‚¢ã‚«ã‚¦ãƒ³ãƒˆã‚’åˆ‡ã‚Šæ›¿ãˆã‚‹ã€ãƒ©ãƒ³ã‚¿ã‚¤ãƒ ã¯Pythonã§pytestã‚’ãƒ‡ãƒ—ãƒã‚¤å‰ã«å®Ÿè¡Œã™ã‚‹ã€ã¨ã„ã†æ§‹æˆã«ã—ã¦ã„ãã¾ã™ã€‚ ç’°å¢ƒ Serverless Framework Framework Core: 2.2.0 Plugin: 4.0.4 SDK: 2.3.2 Components: 3.1.4 Python: 3.8.5 Pipenv: 2020.8.13 pytest: 6.0.2 moto: 1.3.16 ã‚»ãƒƒãƒˆã‚¢ãƒƒãƒ—
slay-t 2020/09/29
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GitHub - matplotlib/cheatsheets: Official Matplotlib cheat sheets
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slay-t 2020/07/10
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ã€Œaws lambdaã§pythonã‚’å®Ÿè¡Œã™ã‚‹ã¨ãã®ãƒãƒ¥ãƒ¼ãƒ‹ãƒ³ã‚°æ¡ˆã‚’è©¦ã—ã¦ã¿ãŸï¼ã€ã¨ã„ã†ã‚¿ã‚¤ãƒˆãƒ«ã§ç™»å£‡ã—ã¾ã—ãŸã€‚ | DevelopersIO
ã“ã¡ã‚‰ã®ã‚³ãƒ¼ãƒ«ãƒ‰ã‚¹ã‚¿ãƒ¼ãƒˆé–¢é€£ã«ã¤ã„ã¦ã¯å¼Šç¤¾å²©ç”°ã®è³‡æ–™ãŒå¤§å¤‰ã‚ã‹ã‚Šã‚„ã™ã„ã®ã§ã‚ªã‚¹ã‚¹ãƒ¡ã§ã™ã€‚ Serverless Meetup Osaka #5 ã§ã€ŒVPC LambdaÃ—RDSã®ãƒ‡ãƒ¡ãƒªãƒƒãƒˆã«ã¤ã„ã¦æ£ã—ãç†è§£ã—ã‚ˆã†ï¼!ã€ã¨ã„ã†ãƒ†ãƒ¼ãƒžã§ç™ºè¡¨ã—ã¦ãã¾ã—ãŸ #serverlessosaka ï½œ DevelopersIO ã§ã¯æ¬¡ã®ã‚³ãƒ¼ãƒ‰ã‚’è¦‹ã¦ãã ã•ã„ã€‚ import time class sleep_class(): def __init__(self): time.sleep(2.0) self.init_time = time.time() def lambda_handler(event, context): s = sleep_class() print(s.init_time) åˆæœŸåŒ–ã«2ç§’ã»ã©ã‹ã‹ã‚‹sleepã‚¯ãƒ©ã‚¹ãŒã‚ã‚Šã¾ã™ã€‚ã“ã‚Œã‚’Lambdaã§è¤‡æ•°å›žå®Ÿè¡Œã™ã‚‹ã¨æ¬¡ã®ã‚ˆã†ãªçµæžœã«ãªã‚Šã¾ã™ã€‚
slay-t 2020/07/07
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AWS Lambda ã‹ã‚‰ã‚µãƒ¼ãƒ“ã‚¹ã‚¢ã‚«ã‚¦ãƒ³ãƒˆã§ Google APIs ã‚’å©ãã¾ã§ã«ã‚„ã£ãŸã“ã¨ | DevelopersIO
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slay-t 2020/06/30
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GitHub - streamlit/streamlit: Streamlit â€” A faster way to build and share data apps.
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slay-t 2020/06/09
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Pythonã®ã‚¹ã‚¯ãƒªãƒ—ãƒˆã‹ã‚‰ã‚¦ã‚§ãƒ–ã‚¢ãƒ—ãƒªã‚’ç°¡å˜ã«ä½œã‚Œã‚‹Streamlitã‚’ã•ã‚ã£ã¦ã¿ãŸ | DevelopersIO
ã©ã†ã‚‚ã€DA äº‹æ¥æœ¬éƒ¨ã®å¤§æ¾¤ã§ã™ã€‚ The fastest way to build custom ML toolsã¨è¬³ã£ã¦ã„ã‚‹Streamlit ã‚’ã•ã‚ã£ã¦ã¿ã¾ã—ãŸã€‚HTMLã‚„JSã€CSSã‚’ã„ã˜ã‚‹ã“ã¨ãªãã€Pythonã®ã‚¹ã‚¯ãƒªãƒ—ãƒˆã‹ã‚‰ã‚¦ã‚§ãƒ–ã‚¢ãƒ—ãƒªãŒä½œã‚Œã¦ä¾¿åˆ©ã•ã«æ„Ÿå‹•ã—ã¾ã—ãŸ! streamlit/streamlit: Streamlit â€” The fastest way to build custom ML tools ä»Šå›žã¯Streamlitã«å«ã¾ã‚Œã‚‹ã‚µãƒ³ãƒ—ãƒ«ã‚¢ãƒ—ãƒªã‚’å‹•ã‹ã—ãŸå¾Œã«ã€Pandasã®ãƒ‡ãƒ¼ã‚¿ãƒ•ãƒ¬ãƒ¼ãƒ ã‚’ä½¿ã£ãŸç°¡å˜ãªã‚¦ã‚§ãƒ–ã‚¢ãƒ—ãƒªã‚’ä½œã£ã¦ã¿ãŸã®ã§ã€ãã®å†…å®¹ã‚’ç´¹ä»‹ã—ã¾ã™ã€‚ ã‚„ã£ã¦ã¿ã‚‹ ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ« Streamlit ã¯ pip ã§ã‚¤ãƒ³ã‚¹ãƒˆãƒ¼ãƒ«ã™ã‚‹ã“ã¨ã§ä½¿ãˆã¾ã™ã€‚ pip install streamlit ã‚µãƒ³ãƒ—ãƒ«ã‚’å‹•ã‹ã™ ãƒ‡ãƒ•ã‚©ãƒ«ãƒˆã§ã‚µãƒ³ãƒ—ãƒ«ã‚¢ãƒ—ãƒªã‚±ãƒ¼ã‚·ãƒ§ãƒ³ãŒç”¨æ„ã•ã‚Œã¦ã„ã‚‹ã®ã§
slay-t 2020/06/08
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Pythonã®ORMãƒ©ã‚¤ãƒ–ãƒ©ãƒªsqlalchemyã§åˆ©ç”¨å¯èƒ½ãªã‚³ãƒã‚¯ã‚·ãƒ§ãƒ³ãƒ—ãƒ¼ãƒªãƒ³ã‚°ã®å®Ÿè£…ã«ã¤ã„ã¦èª¿ã¹ã¦ã¿ãŸ | DevelopersIO
CXäº‹æ¥æœ¬éƒ¨@å¤§é˜ªã®å²©ç”°ã§ã™ã€‚Pythonå‘ã‘ã®ORMãƒ©ã‚¤ãƒ–ãƒ©ãƒªsqlalchemyã¯æ¨™æº–ã§ã‚³ãƒã‚¯ã‚·ãƒ§ãƒ³ãƒ—ãƒ¼ãƒªãƒ³ã‚°ã®å®Ÿè£…ãŒçµ„ã¿è¾¼ã¾ã‚Œã¦ãŠã‚Šã€create_engine()ã‚’å‘¼å‡ºã™éš›ã®åå‰ä»˜ãå¼•æ•°poolclassã®æŒ‡å®šã«ã‚ˆã£ã¦ã‚³ãƒã‚¯ã‚·ãƒ§ãƒ³ãƒ—ãƒ¼ãƒªãƒ³ã‚°ã®å®Ÿè£…ã‚’åˆ‡ã‚Šæ›¿ãˆã‚‹ã“ã¨ãŒã§ãã¾ã™ã€‚å…ˆæ—¥ã‚³ãƒã‚¯ã‚·ãƒ§ãƒ³ãƒ—ãƒ¼ãƒªãƒ³ã‚°ã®å®Ÿè£…ã«ã¤ã„ã¦èª¿ã¹ã‚‹æ©Ÿä¼šãŒã‚ã£ãŸã®ã§ã€å†…å®¹ã‚’ã”ç´¹ä»‹ã—ã¾ã™ã€‚ ç’°å¢ƒ ä»Šå›žåˆ©ç”¨ã—ãŸç’°å¢ƒã§ã™ã€‚ OS X 10.14.6 Python 3.8.2 sqlalchemy 1.3.16 pymysql 0.9.3 åˆ©ç”¨ã§ãã‚‹ã‚³ãƒã‚¯ã‚·ãƒ§ãƒ³ãƒ—ãƒ¼ãƒªãƒ³ã‚°ã®å®Ÿè£… sqlalchemyã¯æ¨™æº–ã§ä»¥ä¸‹ã®ã‚³ãƒã‚¯ã‚·ãƒ§ãƒ³ãƒ—ãƒ¼ãƒªãƒ³ã‚°ã®å®Ÿè£…ã‚’æä¾›ã—ã¦ã„ã¾ã™ã€‚ QueuePool NullPool SingletonThreadPool StaticPool AssertionPool ä¾‹ã¨ã—ã¦NullPoolã‚’ä½¿ã†å ´åˆã¯
slay-t 2020/05/11
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slay-t 2020/05/08
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ã¯ã˜ã‚ã¦ã®Fargate~Fargateã¨Docker Hubã‚’ä½¿ã£ã¦Jupyter Notebookç’°å¢ƒã‚’ç”¨æ„ã™ã‚‹~ | DevelopersIO
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slay-t 2020/04/29
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[GCP] AI Platform NotebooksãŒæ£å¼ãƒªãƒªãƒ¼ã‚¹ã•ã‚Œã¦ã„ãŸã®ã§ä½¿ã£ã¦ã¿ã‚‹ | DevelopersIO
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slay-t 2020/04/29
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SciSharp STACK
A .NET based Open Source Ecosystem for Data Science, Machine Learning and AI SciSharp brings all major ML/AI Frameworks from Python to .NET .NET developers are most productive with the tools they know and love. Our mission is to make sure that they don't have to leave that behind when reaching for opportunities in Data Science Machine Learning and AI. The well established Python based Machine Lear
slay-t 2020/04/15
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[VS Code Pythonæ‹¡å¼µ] ãƒ‡ãƒ¼ã‚¿ã‚µã‚¤ã‚¨ãƒ³ã‚¹ãƒãƒ¥ãƒ¼ãƒˆãƒªã‚¢ãƒ«ã‚’ã‚„ã‚ŠãªãŒã‚‰VS Codeã§ã®Jupyter Notebookã®ä½¿ã„æ–¹ã‚’ãƒžã‚¹ã‚¿ãƒ¼ã™ã‚‹ | DevelopersIO
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slay-t 2020/04/13
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[ã‚¢ãƒƒãƒ—ãƒ‡ãƒ¼ãƒˆ]ElasticBeanstalkã§Amazon Linux 2ãƒ™ãƒ¼ã‚¹ã®Docker, Corretto, PythonãŒä½¿ãˆã‚‹ã‚ˆã†ã«ãªã‚Šã¾ã—ãŸï¼ | DevelopersIO
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slay-t 2020/04/10
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GitHub - caoscott/SReC: PyTorch Implementation of "Lossless Image Compression through Super-Resolution"
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slay-t 2020/04/08
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TensorFlow 2.0 is now available!
Posted by the TensorFlow Team Earlier this year, we announced TensorFlow 2.0 in alpha at theÂ TensorFlow Dev Summit. Today, weâ€™re delighted to announce that the final release of TensorFlow 2.0 is now available! Learn how to install itÂ here. TensorFlow 2.0 is driven by the community telling us they want an easy-to-use platform that is both flexible and powerful, and which supports deployment to any
slay-t 2019/10/02
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Python Developers Survey 2018 Results
Python Developers Survey 2018 Results In the fall of 2018, the Python Software Foundation together with JetBrains conducted the official annual Python Developers Survey for the second time. Much like the previous survey, we set out to identify the latest trends and gather insight into how the world of Python development looks in 2018. Over twenty thousand developers from more than 150 different co
slay-t 2019/02/08
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GitHub - akanazawa/hmr: Project page for End-to-end Recovery of Human Shape and Pose
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slay-t 2018/08/31
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slay-t 2018/08/14
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