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| Name | Querying OpenStreetMaps via API & Lazy Evaluation in Python | Real Python Podcast #204 |
| Video Uploader | Video From Real Python |
| Upload Date | This Video Uploaded At 10-05-2024 17:00:41 |
| Video Discription | Would you like to get more practice working with APIs in Python? How about exploring the globe using the data from OpenStreetMap? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects. 👉 Links from the show: https://realpython.com/podcasts/rpp/204/ We share an article from the Pybites blog about building queries using the Overpass API for OpenStreetMap. The post explores the data structures, tags, query formats, and how to use Overpass in Python. Christopher discusses a Real Python article by recent guest Stephen Gruppetta about lazy evaluation in Python. The piece covers the advantages of generator expressions or functions and the potential disadvantages of using lazy versus eager evaluation methods. We also share several other articles and projects from the Python community, including a news roundup, handling control-c in asyncio, preventing data leakage in pandas and scikit-learn, discussing the Django developer survey results, asking developers why they aren't shipping faster, using UV to install into isolated environments, and a couple of tools for retrying in Python. This episode is sponsored by Sentry. Topics: - 00:00:00 -- Introduction - 00:02:33 -- PyPy v7.3.16 Release - 00:02:54 -- PEP 745: Python 3.14 Release Schedule - 00:03:31 -- The BASIC programming language turns 60 - 00:05:24 -- Asyncio Handle Control-C (SIGINT) - 00:07:37 -- OpenStreetMaps, Overpass API and Python - 00:11:53 -- What's Lazy Evaluation in Python? - 00:16:10 -- Sponsor: Sentry - 00:17:17 -- How to Prevent Data Leakage in pandas & scikit-learn - 00:24:09 -- Django Developers Survey 2023 Results - 00:33:07 -- Video Course Spotlight - 00:34:21 -- I Asked 100 Devs Why They Aren't Shipping Faster? - 00:47:03 -- pipxu: Install in Isolated Environments Using UV - 00:49:05 -- tenacity: Retrying Library for Python - 00:50:04 -- stamina: Production-Grade Retries for Python - 00:52:00 -- Thanks and goodbye 👉 Links from the show: https://realpython.com/podcasts/rpp/204/ |
| Category | Education |
| Tags | python | realpython | openstreetmap | overpass | API | pipxu | lazy evaluation | data leakage | django | asyncio | sigint |
