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added many_requests
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PyData/UsefulPackages.txt

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@@ -92,6 +92,7 @@ cyberpunk theme: https://github.com/dhaitz/mplcyberpunk/blob/master/README.md
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upsetplot: https://github.com/jnothman/UpSetPlot
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keplergl (PITA to install onto Windows): https://github.com/keplergl/kepler.gl/issues/557
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pyecharts: https://github.com/pyecharts/pyecharts (in Chinese)
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English translated version: https://translate.google.com/translate?sl=auto&tl=en&u=https%3A%2F%2Fgithub.com%2Fpyecharts%2Fpyecharts
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# geo visualization libraries:
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folium: https://github.com/python-visualization/folium
@@ -143,7 +144,6 @@ real-time plots in jupyter: https://lvwerra.github.io/jupyterplot/
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pyodbc
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turbodbc
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ipython-sql
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db.py (dead project?)
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jaydebeapi
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sqlalchemy
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sqlalchemy-turbodbc
@@ -183,7 +183,7 @@ Using pipe (|) operator: https://github.com/JulienPalard/Pipe
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mpypl: https://github.com/shwars/mPyPl (a functional approach to data pipelines)
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Netflix's metaflow: https://github.com/Netflix/metaflow (Windows not supported)
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ploomber: https://github.com/ploomber/ploomber (Windows supported)
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databay (data transfer library similar to Apache Camel): https://github.com/Voyz/databay
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databay (data transfer library similar to Apache Beam): https://github.com/Voyz/databay
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# Data validation and cleaning frameworks
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https://github.com/great-expectations/great_expectations
@@ -306,6 +306,7 @@ https://realpython.com/python-concurrency/#how-to-speed-up-a-cpu-bound-program
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For I/O bound: Use asyncio if you can, threading if you must
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For CPU bound: Use multiprocessing
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Trio, a better asyncio?: https://github.com/python-trio/trio
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many_requests: https://github.com/joshlk/many_requests
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# Task Queues (most don't support Windows)
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https://tests4geeks.com/python-celery-rabbitmq-tutorial/

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