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介绍:分享Python相关技术干货,偶尔扯扯其它的

PyCon 2018 大会,你们有关注吗?

2018-05-16 19:38 刘志军

每年一届的 PyCon 大会今年在克利夫兰举行,大会其实在5月9号就已经开始,现在差不多接近尾声,因为媒体宣传少,国内圈子里对这种会议的关注度程度也比较低,远比不上 GoogleIO、苹果开发者大会,毕竟这只是非盈利组织 Python 软件基金会举办的,经费还得靠赞助商提供,所以,从营销推广层面来说,知道 PyCon 的人不多,媒体报道少也正常。

但是,它依然是球最盛大也是最高级别的关于 Python 语言的会议了,全世界最牛的 Python 开发者都聚集在那里。

这次大会有上百个分享主题,全部是 Python 相关主题,内容非常丰富,有关注Python语言内部原理的,比如介绍 Python 字节码,有最佳实践分享,比如如何开发一个部署友好的应用,如和将代码从Python2迁移到Python3等等。

Kenneth Reitz 大神也做了一个分享,介绍他的 Pipenv 项目,未来将有可能集成到Python套件里面的包管理工具。老面孔 Raymond Hettinger 带来 Python3.7 中的一个新特性 Dataclasses 的介绍。

另外,关于类型检查和代码静态分析的主题今年有好几个,这说明一个现象,就是 Python 正在被越来越多的大型项目使用,因为动态语言的灵活性带来的缺点就是多人团队合作以及代码的维护成本正逐渐增加,所以像 Type Hint,Variables Anontation 这样的特性都引入到了 Python3。Facebook 出的 pyre-check 和 Python 之父参与的 mypy 项目都是为了更好的将 Python 静态类型系统引入到 Python 所提供的工具。

这次还发现有位华人妹纸的分享,他叫 Jiaqi Liu,她分享的主题是 Building a Data Pipeline with Testing in Mind,还记得去年有一个非常火主题就是 Instagram 分享关于 Python3 迁移的经验,正因为有这些大厂带来的经验,开发者对 Python3 的接纳程度已经非常高,如果是新项目,都会毫不犹豫选择 Python3。

我把所有的主题进行了汇总,里面有非常多具有参考价值的主题,大家可以点击相应的链接进去查看,视频需要搭建梯子才能访问,由于微信不能跳转外链,可点击阅读原文访问。

  • Barry Warsaw - Get your resources faster, with importlib.resources - PyCon 2018 (28:42)

  • url:https://www.youtube.com/watch?v=ZsGFU2qh73E

  • Sunday Morning Lightning Talks + Keynote - PyCon 2018 (1:19:16)

  • url:https://www.youtube.com/watch?v=tzFWz5fiVKU

  • Daniel Pyrathon - A practical guide to Singular Value Decomposition in Python - PyCon 2018 (31:15)

  • url:https://www.youtube.com/watch?v=d7iIb_XVkZs

  • Mario Corchero - Effortless Logging: A deep dive into the logging module - PyCon 2018 (30:28)

  • url:https://www.youtube.com/watch?v=Pbz1fo7KlGg

  • Pieter Hooimeijer - Types, Deeper Static Analysis, and you - PyCon 2018 (28:29)

  • url:https://www.youtube.com/watch?v=hWV8t494N88

  • vigneshwer dhinakaran - Pumping up Python modules using Rust - PyCon 2018 (30:41)

  • url:https://www.youtube.com/watch?v=UYpWVfTng4s

  • Carl Meyer - Type-checked Python in the real world - PyCon 2018 (32:10)

  • url:https://www.youtube.com/watch?v=pMgmKJyWKn8

  • Amber Brown (“HawkOwl”) - How We Do Identity Wrong - PyCon 2018 (32:17)

  • url:https://www.youtube.com/watch?v=A5tPhUKljuY

  • Alex Gaynor - Learning From Failure: Post Mortems - PyCon 2018 (29:24)

  • url:https://www.youtube.com/watch?v=L9Y2ap6vIMg

  • Alvaro Leiva Geisse - Systemd: why you should care as a Python developer - PyCon 2018 (27:03)

  • url:https://www.youtube.com/watch?v=ZUX9Fx8Rwzg

  • Ned Batchelder - Big-O: How Code Slows as Data Grows - PyCon 2018 (28:51)

  • url:https://www.youtube.com/watch?v=duvZ-2UK0fc

  • Greg Price - Clearer Code at Scale: Static Types at Zulip and Dropbox - PyCon 2018 (29:51)

  • url:https://www.youtube.com/watch?v=0c46YHS3RY8

  • Claudio Freire - Efficient shared memory data structures - PyCon 2018 (27:16)

  • url:https://www.youtube.com/watch?v=52zM4GgmqDE

  • Renato Oliveira - User focused API Design - PyCon 2018 (27:28)

  • url:https://www.youtube.com/watch?v=q42hCs2E4So

  • Steven Sklar - The Hare Wins the Race: Getting the most out of RabbitMQ in distributed applications (28:57)

  • url:https://www.youtube.com/watch?v=WXkhJ92-fsY

  • Zekun Li - There and Back Again: Disable and re-enable garbage collector at Instagram - PyCon 2018 (24:12)

  • url:https://www.youtube.com/watch?v=WVnACT48CkE

  • Kyle Knapp - Automating Code Quality - PyCon 2018 (29:45)

  • url:https://www.youtube.com/watch?v=G1lDk_WKXvY

  • PSF Community Service Awards - Catherine Devlin Keynote - Final Remarks - PyCon 2018 (59:01)

  • url:https://www.youtube.com/watch?v=3kta4GB3PAw

  • Lightning Talks - Saturday Evening - PyCon 2018 (1:11:00)

  • url:https://www.youtube.com/watch?v=c-I0md_3fbQ

  • Trey Hunner - Python 2 to 3: How to Upgrade and What Features to Start Using - PyCon 2018 (25:59)

  • url:https://www.youtube.com/watch?v=klaGx9Q_SOA

  • Sara Packman - The Journey Over the Intermediate Gap - PyCon 2018 (27:09)

  • url:https://www.youtube.com/watch?v=49CIIu1XkIE

  • Rae Knowler - Python, Locales and Writing Systems - PyCon 2018 (35:04)

  • url:https://www.youtube.com/watch?v=EEV4G6rh-KQ

  • Matt Davis - Python Performance Investigation by Example - PyCon 2018 (30:36)

  • url:https://www.youtube.com/watch?v=yrRqNzJTBjk

  • Mariatta Wijaya - What is a Python Core Developer? - PyCon 2018 (36:13)

  • url:https://www.youtube.com/watch?v=hhj7eb6TrtI

  • Jason Fried - Fighting the Good Fight: Python 3 in your organization - PyCon 2018 (30:48)

  • url:https://www.youtube.com/watch?v=H4SS9yVWJYA

  • James Bennett - A Bit about Bytes: Understanding Python Bytecode - PyCon 2018 (29:45)

  • url:https://www.youtube.com/watch?v=cSSpnq362Bk

  • Hynek Schlawack - How to Write Deployment-friendly Applications - PyCon 2018 (44:20)

  • url:https://www.youtube.com/watch?v=wuCpCkrfeMs

  • Graham Dumpleton - Secrets of a WSGI master. - PyCon 2018 (32:55)

  • url:https://www.youtube.com/watch?v=CPz0s1CQsTE

  • VM (Vicky) Brasseur - The human nature of failure & resiliency - PyCon 2018 (44:44)

  • url:https://www.youtube.com/watch?v=h-38HZqanJs

  • Paul Vincent Craven - Easy 2D Game Creation With Arcade - PyCon 2018 (29:48)

  • url:https://www.youtube.com/watch?v=DAWHMHMPVHU

  • Dmitry Filippov, Ewa Jodlowska - By the Numbers: Python Community Trends in 2017/2018 - PyCon 2018 (25:41)

  • url:https://www.youtube.com/watch?v=xEE4X-9RROM

  • Kenneth Reitz - Pipenv: The Future of Python Dependency Management - PyCon 2018 (35:45)

  • url:https://www.youtube.com/watch?v=GBQAKldqgZs

  • Christopher Fonnesbeck - Bayesian Non-parametric Models for Data Science using PyMC3 - PyCon 2018 (42:25)

  • url:https://www.youtube.com/watch?v=-sIOMs4MSuA

  • Scott Triglia - Surviving (and thriving!) when you are overloaded - PyCon 2018 (27:16)

  • url:https://www.youtube.com/watch?v=dWuRDbH4Xlw

  • Russell Keith-Magee - Building a cross-platform native app with BeeWare - PyCon 2018 (30:50)

  • url:https://www.youtube.com/watch?v=qaPzlIJ57dk

  • Lilly Ryan - Don’t Look Back in Anger: Wildman Whitehouse and the Great Failure of 1858 - PyCon 2018 (30:13)

  • url:https://www.youtube.com/watch?v=GuNoaAFnTPg

  • Raymond Hettinger - Dataclasses: The code generator to end all code generators - PyCon 2018 (45:08)

  • url:https://www.youtube.com/watch?v=T-TwcmT6Rcw

  • Shannon Turner - You’re an expert. Here’s how to teach like one. - PyCon 2018 (28:08)

  • url:https://www.youtube.com/watch?v=3m555yWTaNI

  • Colin Carroll, Karin C. Knudson - Fighting Gerrymandering with PyMC3 - PyCon 2018 (30:03)

  • url:https://www.youtube.com/watch?v=G9I5ZnkWR0A

  • Victor Stinner - Python 3: ten years later - PyCon 2018 (43:04)

  • url:https://www.youtube.com/watch?v=Aj3KMefwOqI

  • Justin Myles Holmes - Python across the USA: This is the Bus. - PyCon 2018 (24:57)

  • url:https://www.youtube.com/watch?v=tRp84BlFF94

  • Nicolle Cysneiros - Graph Databases: Talking about your Data Relationships with Python - PyCon 2018 (45:31)

  • url:https://www.youtube.com/watch?v=J8LvW-tyLRc

  • Nir Arad - Controlling apples with snakes: Automating mobile apps with Appium - PyCon 2018 (27:46)

  • url:https://www.youtube.com/watch?v=-ltFl1vbe6I

  • Miguel Grinberg - Oops! I Committed My Password To GitHub! - PyCon 2018 (29:44)

  • url:https://www.youtube.com/watch?v=2uaTPmNvH0I

  • Matthew Rocklin - Democratizing Distributed Computing with Dask and JupyterHub - PyCon 2018 (32:06)

  • url:https://www.youtube.com/watch?v=Iq72dt1gO9c

  • Larry Hastings - Solve Your Problem With Sloppy Python - PyCon 2018 (30:24)

  • url:https://www.youtube.com/watch?v=Jd8ulMb6_ls

  • Janet Matsen - Programming microbes using Python - PyCon 2018 (24:56)

  • url:https://www.youtube.com/watch?v=5lYWxjSitIg

  • Jack Diederich - HOWTO Write a Function - PyCon 2018 (41:31)

  • url:https://www.youtube.com/watch?v=rrBJVMyD-Gs

  • Esther Nam - One weird trick to becoming a better software developer - PyCon 2018 (28:22)

  • url:https://www.youtube.com/watch?v=IYWlfVqBQLc

  • Erin Braswell - Python Data Sonification for Science and Discovery - PyCon 2018 (26:12)

  • url:https://www.youtube.com/watch?v=3EXvR1shVFQ

  • Dustin Ingram - Inside the Cheeseshop: How Python Packaging Works - PyCon 2018 (25:15)

  • url:https://www.youtube.com/watch?v=AQsZsgJ30AE

  • David Beazley - Reinventing the Parser Generator - PyCon 2018 (45:01)

  • url:https://www.youtube.com/watch?v=zJ9z6Ge-vXs

  • Christopher Swenson - Colossal Cave Adventure in Python… in the browser! - PyCon 2018 (41:42)

  • url:https://www.youtube.com/watch?v=RojaWIoBfOo

  • Christopher Beacham / Lady Red - Visualizing Algorithms with Python and Programmable LEDs (30:18)

  • url:https://www.youtube.com/watch?v=wJpUlnfwjbk

  • Carol Willing - Practical Sphinx - PyCon 2018 (27:21)

  • url:https://www.youtube.com/watch?v=0ROZRNZkPS8

  • Anna Nicanorova - Data Visualization in Mixed Reality with Python - PyCon 2018 (18:45)

  • url:https://www.youtube.com/watch?v=K94iCIy77pA

  • Amjith Ramanujam - How Netflix does failovers in 7 minutes flat - PyCon 2018 (31:46)

  • url:https://www.youtube.com/watch?v=iQI56-up3Yk

  • Amit Saha - Counter, Gauge, Upper 90 - Oh my! - PyCon 2018 (25:31)

  • url:https://www.youtube.com/watch?v=R4kMwckrUlg

  • Valery Calderon - Reactive Programming with RxPy - PyCon 2018 (19:27)

  • url:https://www.youtube.com/watch?v=I5AZ3rTR4Wc

  • Stephanie Kim - Exploring Deep Learning Framework PyTorch - PyCon 2018 (43:02)

  • url:https://www.youtube.com/watch?v=LEkyvEZoDZg

  • Sam Kitajima-Kimbrel - Bowerbirds of Technology: Architecture and Teams at Less-than-Google Scale (29:59)

  • url:https://www.youtube.com/watch?v=0Z45gcIwwrQ

  • Philip James, Asheesh Laroia - All in the timing: How side channel attacks work - PyCon 2018 (30:15)

  • url:https://www.youtube.com/watch?v=dT2xjgUInhQ

  • Padmaja Bhagwat - Listen, Attend, and Walk : Interpreting natural language navigational instructions (27:42)

  • url:https://www.youtube.com/watch?v=MJBWAkE7cEo

  • Nina Zakharenko - Elegant Solutions For Everyday Python Problems - PyCon 2018 (32:58)

  • url:https://www.youtube.com/watch?v=WiQqqB9MlkA

  • Nathaniel J. Smith - Trio: Async concurrency for mere mortals - PyCon 2018 (32:00)

  • url:https://www.youtube.com/watch?v=oLkfnc_UMcE

  • Jiaqi Liu - Building a Data Pipeline with Testing in Mind - PyCon 2018 (20:16)

  • url:https://www.youtube.com/watch?v=fRUCAt9WFpc

  • Brian Okken, Paul Everitt - Visual Testing with PyCharm and pytest - PyCon 2018 (29:55)

  • url:https://www.youtube.com/watch?v=FjojZxDZscQ

  • Allison Kaptur - Love your bugs - PyCon 2018 (33:18)

  • url:https://www.youtube.com/watch?v=HuuYwUxM-ZY

  • Saturday Morning Lightning Talks + Keynotes - PyCon 2018 (1:26:20)

  • url:https://www.youtube.com/watch?v=VJ0vibC_Hl0

  • Lightning Talks - Friday - PyCon 2018 (56:59)

  • url:https://www.youtube.com/watch?v=bTAFl8P2DkE

  • Amirali Sanatinia - Getting Started with Blockchains and Cryptocurrencies in Python - PyCon 2018 (3:18:06)

  • url:https://www.youtube.com/watch?v=_nSKR-lJjO0

  • Jake VanderPlas - Exploratory Data Visualization with Vega, Vega-Lite, and Altair - PyCon 2018 (3:19:02)

  • url:https://www.youtube.com/watch?v=ms29ZPUKxbU

  • Christy Heaton - Intro to Spatial Analysis and Maps with Python - PyCon 2018 (2:33:17)

  •  url:https://www.youtube.com/watch?v=uRvTeK5Ndq




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