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Top 3 Python data-transformation Projects
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Mage
🧙 The modern replacement for Airflow. Mage is an open-source data pipeline tool for transforming and integrating data. https://github.com/mage-ai/mage-ai
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glom
☄️ Python's nested data operator (and CLI), for all your declarative restructuring needs. Got data? Glom it! ☄️
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Optimus
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark (by ironmussa)
Project mention: Ask HN: How can I get better at writing production-level Python? | news.ycombinator.com | 2023-07-18
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python data-transformation related posts
- Mage Battlegrounds: Craft insights from real-time customer behavior analysis
- Looking for an open-source project
- Daskqueue: Dask-based distributed task queue
- Data Pipeline on a Shoestring
- Show HN: Mage new site Data plumbing without the [crap]
- For engineers who primarily work in a data warehouse environment mainly using SQL (and very little python), what are your career goals?
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A note from our sponsor - InfluxDB
www.influxdata.com | 23 Apr 2024
Index
What are some of the best open-source data-transformation projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Mage | 7,001 |
| 2 | glom | 1,825 |
| 3 | Optimus | 1,441 |
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