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Top 4 Python Arrow Projects
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pdbpp: Improved pdb boltons: assorted python addtions twisted: event driven networking framework sorcery: Dark magic in python, things know where+how they are being called, helps reducing boilerplate sh: Better alternative for subprocess module, much more pythonic taskipy: npm run scipt_name like functionality snoop: pdb lite, record+replay function steps birdseye: graphical debugger remote-pdb: easy pdb from inside containers typer: wrapper around click for simpler code for CLIs arrow: Always TZ aware datetimes, plus more features more-itertools: more functions for iterators pydantic: data validation + dataclasses loguru: better logging notifiers: sending notifications from python
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Project mention: Is there a CLI interface to browse SQL databases? | reddit.com/r/commandline | 2022-08-10
I would especially keep an eye on the `vdsql` project, a VisiData plugin that uses `Ibis` to harness the power of SQL: https://github.com/visidata/vdsql =) It just had its first release.
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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Thanks for sharing.
I have a SQL Engine in Python too (https://github.com/mabel-dev/opteryx). I focused my initial effort on supporting SQL statements and making the usage feel like a database - that probably reflects the problem I had in front of me when I set out - only handling handfuls of gigabytes in a batch environment for ETLs with a group of new-to-data-engineering engineers. Have recently started looking more at real-time performance, such as distributing work. Am interesting in how you've approached.
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Project mention: Meet FastExcel, the fastest excel reader wrote in rust with a python binding. | reddit.com/r/rust | 2022-11-23
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A note from our sponsor - Sonar
www.sonarsource.com | 31 May 2023
Index
What are some of the best open-source Arrow projects in Python? This list will help you:
Project | Stars | |
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1 | arrow | 8,303 |
2 | vdsql | 51 |
3 | opteryx | 25 |
4 | fastexcel | 13 |