kedro-viz
kedro-plugins
kedro-viz | kedro-plugins | |
---|---|---|
3 | 1 | |
636 | 81 | |
0.3% | - | |
9.2 | 9.2 | |
4 days ago | 4 days ago | |
JavaScript | Python | |
Apache License 2.0 | Apache License 2.0 |
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kedro-viz
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Looking for an open-source data lineage app, where objects and connections can be manually defined (not just automatically ingested)
At this point, I'll even be happy with a pure visualization engine, like for instance if I can repurpose kedro-viz so that it can take a csv or json of object relationships as an input. I'd also be happy if any of the aforementioned lineage tools I mentioned above have this functionality and I just missed it.
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Kedro: The Best Python Framework for Data Science!!!
To learn more visit: https://github.com/quantumblacklabs/kedro-viz
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Using Kedro In Scripts
I was not able to quickly get kedro viz up and running for my use case. If you really wanted to you could start modifying their format_pipelines_data function in server.py. Or you could render a new template and put your pipeline there for viz purposes.
kedro-plugins
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A Polars exploration into Kedro
# pyproject.toml [project] dependencies = [ "kedro @ git+https://github.com/kedro-org/kedro@3ea7231", "kedro-datasets[pandas.CSVDataSet,polars.CSVDataSet] @ git+https://github.com/kedro-org/kedro-plugins@3b42fae#subdirectory=kedro-datasets", ]
What are some alternatives?
plotly.js - Open-source JavaScript charting library behind Plotly and Dash
modin - Modin: Scale your Pandas workflows by changing a single line of code
cuelake - Use SQL to build ELT pipelines on a data lakehouse.
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
dtale - Visualizer for pandas data structures
Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing
react-vis - Data Visualization Components
cudf - cuDF - GPU DataFrame Library
Chartbrew - Open-source web platform used to create live reporting dashboards from APIs, MongoDB, Firestore, MySQL, PostgreSQL, and more 📈📊
Kedro - Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
worldview - Interactive interface for browsing global, full-resolution satellite imagery
datahub - The Metadata Platform for your Data Stack