{"categories":[{"label":"Python Modules","url":"https://skillfed.io/packages/category/software-development-libraries-python-modules/21"}],"enrichment":{"capability":"TileDB-Py provides a Python interface to the TileDB array storage engine, enabling you to read, write, and query multi-dimensional arrays with support for both dense and sparse data.","skillfed_tags":["array-storage","scientific-computing","columnar-database"],"use_cases":["Store and query large geospatial raster datasets with efficient spatial indexing.","Manage time-series data from sensors or financial markets with fast range queries.","Build scientific computing pipelines that work with multi-dimensional arrays.","Replace row-oriented storage when you need better compression and query performance.","Integrate array data into machine learning workflows via Pandas DataFrames."],"what_it_does":"TileDB-Py is a Python binding to the TileDB array storage engine, a columnar array database designed for efficient storage and retrieval of multi-dimensional data. It abstracts away the complexity of managing dense and sparse arrays, offering a NumPy-like interface for reading, writing, and querying array data. The package depends on numpy for numerical operations and packaging for version handling.\n\nTypical workflows involve creating arrays with defined schemas, populating them with data via numpy arrays or Pandas DataFrames, and then querying slices or ranges efficiently. It targets scientific computing, geospatial analysis, and time-series workloads where traditional row-oriented databases are inefficient. The library is actively maintained, supports Python 3.9 through 3.13, and offers prebuilt wheels for major platforms.","worth_installing":"Yes, if you work with multi-dimensional array data and need efficient storage and querying. The active maintenance, permissive MIT license, and broad platform support make it a solid choice. Medium install friction is acceptable for the performance gains it offers. No known vulnerabilities as of the fact sheet date."},"id":"tiledb","links":{"html":"https://skillfed.io/packages/tiledb","md":"https://skillfed.io/packages/tiledb.md","pypi":"https://pypi.org/project/tiledb/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-02-25","license_spdx":null,"license_treatment":"permissive","name":"tiledb","python_support":"supports_current","summary":"Pythonic interface to the TileDB array storage manager"},"popularity":{"monthly_downloads":89107,"position":13680,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.36.1"}