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    To visualize and track data lineage in Python, the datalineagepy package offers an enterprise-grade, automated, and highly visual solution. It integrates seamlessly with pandas and supports interactive dashboards, static exports, and compliance-ready audit trails.

    Installation

    Install with visualization support:

    pip install datalineagepy[viz]
    Gekopieerd.

    Tracking and Visualizing Lineage

    You can wrap your pandas DataFrames with LineageDataFrame to automatically capture transformations.

    from datalineagepy import LineageTracker, LineageDataFrame
    import pandas as pd

    # Create tracker
    tracker = LineageTracker(name="demo_pipeline")

    # Original DataFrame
    df = pd.DataFrame({'a': [1, 2, 3], 'b': [4, 5, 6]})
    ldf = LineageDataFrame(df, name="input_df", tracker=tracker)

    # Transformations
    ldf2 = ldf.filter(ldf._df['a'] > 1)
    ldf3 = ldf2.assign(c=ldf2._df['a'] + ldf2._df['b'])

    # Visualize lineage interactively
    tracker.visualize()

    # Export lineage graph to JSON
    tracker.export_lineage("lineage.json")
    Gekopieerd.
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  2. PyPI
    https://pypi.org › project › datalineagepyDit resultaat vertalen

    datalineagepy · PyPI

    17 jun. 2025 · Enterprise-grade Python data lineage tracking library with automatic pandas integration, perfect memory optimization, and comprehensive visualization capabilities.

  3. OpenLineage
    https://openlineage.io › docs › client › pythonDit resultaat vertalen

    Python - OpenLineage

    • To try out the client, follow the steps below to install and explore OpenLineage, Marquez (the reference implementation of OpenLineage), and the client itself. Then, the instructions will show you how to use these tools to add a run event and datasets to an existing namespace.
    Meer bekijken op openlineage.io
  4. Github
    https://github.com › DataVisuals › LineageViewerDit resultaat vertalen

    GitHub - DataVisuals/LineageViewer: Data Lineage Viewer with …

    A comprehensive data lineage visualization tool that integrates with Marquez (OpenLineage) and supports DBT transformations with interactive graph visualization.

  5. Rittman Mead Consulting
    https://www.rittmanmead.com › blog › data-linea…Dit resultaat vertalen

    Data Lineage Analysis with Python and NetworkX

    19 aug. 2024 · Data lineage is the process of tracking the origin, transformations, and movement of data throughout its lifecycle within a data system, typically …

  6. absaoss.github.io
    https://absaoss.github.io › splineDit resultaat vertalen

    0.7 | spline

    Now you can run your tracked job implemented in Python, or Apache Spark (spark-shell, pyspark or spark-submit) with lineage tracking enabled and immediately see the result in the Spline UI.

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  8. SQLFlow
    https://www.gudusoft.com › python-data-lineageDit resultaat vertalen

    Python Data Lineage: visualize lineage in 5 minutes for …

    Python data lineage tool allows Python developers to quickly integrate data lineage analysis and visualization capabilities into their own Python applications.

  9. Stack Overflow
    https://stackoverflow.com › questionsDit resultaat vertalen

    plot - Tree plotting in Python - Stack Overflow

    I develop ETE, which is a python package intended, among other stuff, for programmatic tree rendering and visualization. You can create your own layout …

  10. The Python Graph Gallery
    https://python-graph-gallery.comDit resultaat vertalen

    Python Graph Gallery

    Explore our curated collection of the finest Python charts, handpicked for their superior design and accuracy. Go beyond the defaults with chart examples that are both visually stunning and instructive.

  11. readthedocs.io
    https://lineage.readthedocs.io › en › stable › read…Dit resultaat vertalen

    lineage - lineage 4.5.0 documentation

    Install lineage (and its required Python dependencies) via pip: The examples below demonstrate the core features of lineage. For detailed explanations of genetic …

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