~/conference

PyGotham 2018

date:2018-10-05..2018-10-06
location:New York, United States
series:PyGotham · one edition
titleauthorlength
Database Testing with pytestDan Clark27m
Shows a reproducible pytest setup that tests real Microsoft SQL Server objects using pyodbc connections, fixtures placed in conftest.py, and transaction…
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Egad! How Do We Start Writing Better Tests?Andrew Knight28m
Advocates a practical, pyramid-shaped test strategy: use pytest for all layers, unit tests as a fast 1 ms foundation, integration ~1 s, end-to-end ~1 min, and…
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A Crash Course on Serverless Applications in PythonJames Saryerwinnie25m
Overview of how to build and deploy a working serverless Python app: uses AWS Lambda, Amazon API Gateway and S3 events, packaged via AWS CLI or Chalice which…
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1 + 1 = 1 or Record Deduplication with PythonFlávio Juvenal25m
Uses a real 881-record dataset (about 150 true duplicates) and shows Python code that cleans names, geocodes addresses with geocoder / Google geocoder, and…
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Large Scale Graph Mining with Spark: What I learned from mapping 15 million websitesWin Suen28m
Built a web graph from a sampled set of September 2017 Common Crawl WARCs, parsed links, and ran Spark GraphFrames label propagation at scale. Starts with ~15…
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How Etsy Handles “Peeking” in A B TestingKelly Shen19m
Etsy implements a Python-based sequential testing system that replaces fixed-horizon A/B tests with a p-value curve approach derived from Evan Miller’s…
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Inside the Cheeseshop:How Python Packaging WorksDustin Ingram24m
Historical walkthrough shows how Python moves from ad hoc archives to a secure index: setup.py and distutils introduce source and built distributions…
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