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Scan files and databases into ready-to-use datannur catalogs

Project description

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MIT License PyPI version Python CI codecov

datannurpy

datannurpy is the Python builder for datannur. It scans files and databases, extracts metadata and statistics, then generates a ready-to-use catalog bundled with the datannur app.

Key features:

  • Broad format support - CSV, Excel, Parquet, Delta Lake, Iceberg, SAS, SPSS, Stata
  • Database introspection - PostgreSQL, MySQL, Oracle, SQL Server, SQLite, DuckDB
  • Remote and cloud storage - SFTP, S3, Azure Blob, GCS via fsspec
  • Metadata extraction - Schemas, statistics, frequencies, enumerations, auto-tagging
  • Incremental scans - Only rescan what changed between runs
  • YAML or Python API - Declarative configuration or programmatic control

Quick start

pip install datannurpy
# catalog.yml
app_path: ./my-catalog
open_browser: true

add:
  - folder: ./data
    include: ["*.csv", "*.xlsx", "*.parquet"]

  - database: sqlite:///mydb.sqlite
python -m datannurpy catalog.yml

This command scans the configured sources, generates the catalog files, and opens the datannur app.

Documentation

📖 Full documentation: docs.datannur.com/builder

🗂️ datannur app: github.com/datannur/datannur

🌐 Website: datannur.com

🚀 Demo: dev.datannur.com

Contributing

For development documentation and contributing guidelines, see CONTRIBUTING.md.

License

MIT - see LICENSE. All dependencies are MIT/Apache 2.0/BSD compatible.

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