class: center, middle #PyCon 2017 ### 2017/06/22 ### Shing Lyu ??? top, middle, bottom left, center, right --- name: toc ###Agenda 1. Intro 1. Trends in the Python community 1. Event organization ??? This is a template --- class: center, middle # What is PyCon? --- background-image: url('pic/r0.jpg') class: middle, center --- background-image: url('pic/r1.jpg') class: middle, center --- ### What is PyConTW * Largest Python conference in Taiwan * Since 2012 * PyCon US started in 2003 * 3 Days (6/9~11) * Talks, Tutorial, UnConf, Sprints --- ### What's in this year's PyCon * Total talks: 52 * AI/Machine Learning: 16 * Language Features: 11 * Web: 6 * Investment: 5 * Chatbot: 4 * IoT: 2 * Blockchain * Education/Community --- ### Historical Trends 2016 * AI/Machine Learning: 6/49 * Web: 7/49 2015 * Web: 12/51 * AI/Machine Learning: 3/51 2014 * Web: 7/54 * Data Analysis: 9/54 2013, 2012: Mostly python itself --- ### List of talks * https://tw.pycon.org/2017/zh-hant/events/schedule/ * https://tw.pycon.org/2016/zh-hant/events/schedule/ * https://tw.pycon.org/2015apac/zh/schedule/ * https://tw.pycon.org/2014apac/zh/program/ * https://tw.pycon.org/2013/zh/program/ * https://tw.pycon.org/2012/program/ --- class: middle, center # Talk highlights --- ### Python 開源軟體考古 - 以 Viper 為例 * How to read legacy code * viper.li * Reduce Complaxity * Read early commits * Delete features * Architecture * Module dependency * Module import counts * Classify modules --- ### Python 開源軟體考古 - 以 Viper 為例 (cont'd) * Process: * Architecture overview * Bottom up (depth) * Top down (breadth) --- ### after VOEZ launch - how to resolve problems of mobile game server development and service maintenance * Rayark games * Stack: Python, Go, Ruby, C#, Google cloud platform * Fraud detection * Faking leaderboard * Digital signature * Pirated games * Nounce with signature --- ### after VOEZ launch - how to resolve problems of mobile game server development and service maintenance (cont'd) * Stability * Atomic R/W * Redis & Memcached * Transaction for inter-server communication * Don't use python for slow stuff * CDN * Offline analytic with Google BigQuery --- ### Keynote: Python in Education * Intro to Python tutorial (workshop) * Put all material online * Encourage contribution to CPython * BBC microbit * micropython * Magazine: Hello world and PyMag * Jupyter notebook * Mobile: pybee.org * pyvideo.org --- ### Understanding Serverless Architecture * StackOverflow * Disadvantages: * Time limit * Can't do heavy workload * No control over the container * Hard to monitor * Solution: Ansible * Let lambda trigger ansible to trigger containers --- ### Python module in Rust * Scenario: Write performance bottleneck in Rust instead of C * Python's ctypes or CFFI * rust-cpython: Package Rust as CPython extension * setuptools-rust * Example: Dropbox's brotli library --- ### Event organization * Volunteers * Everybody pays * Sponsorship * Beyond talks * Online communication --- ### Volunteers ![volunteers](data:image/png;base64,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) --- ### Sponsorship * Minimal sponsored talks (only 2) * Job fair * Ice cream & Tea --- background-image: url('pic/booth_main.JPG') class: middle, center --- background-image: url('pic/booth_side.JPG') class: middle, center --- background-image: url('pic/booth_kkbox.JPG') class: middle, center --- ### Online communication * https://tw.pycon.org/2017/zh-hant/portal/ * Collaborative notes ([hackfoldr](https://hackfoldr.org/pycontw2017/)) * Chat room ([gitter](https://gitter.im/pycontw/2017)) * Sponser games * Social media links * App download --- background-image: url('pic/hackfoldr.png') class: middle, center --- background-image: url('pic/gitter.png') class: middle, center ---