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# Awesome Python
# [Awesome Python](https://awesome-python.com/)
An opinionated guide to the best Python frameworks, libraries, tools, and resources.
An opinionated guide to the best Python frameworks, libraries, tools, and resources. Use the [website](https://awesome-python.com/) to search and filter projects more easily.
## **Sponsors**
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- [pathway](https://github.com/pathwaycom/pathway) - Real-time data processing framework for Python with reactive dataflows.
- [polars](https://github.com/pola-rs/polars) - A fast DataFrame library implemented in Rust with a Python API.
### Data Ingestion / ETL
_Libraries for data extraction, transformation, and loading pipelines across multiple sources and destinations._