{"categories":[{"label":"Front-Ends","url":"https://skillfed.io/packages/category/database-front-ends"}],"enrichment":{"capability":"A Python client for Apache Doris that provides SQLAlchemy integration to query a high-performance analytical database with sub-second response times on large datasets.","skillfed_tags":["database-driver","sqlalchemy-dialect","analytics"],"use_cases":["Running analytical queries on Doris from a Python application using SQLAlchemy's query API","Building data pipelines that read from Doris and transform results in Python","Connecting a web framework (Django, Flask) to a Doris backend for reporting or dashboards","Prototyping analytics code against a Doris cluster before deploying to production","Integrating Doris queries into Python data science workflows alongside pandas or numpy"],"what_it_does":"This is a Python driver for Apache Doris, a real-time analytical database designed for fast queries on large datasets. It wraps the Doris client protocol and exposes it through SQLAlchemy, so you can use standard SQLAlchemy patterns to connect, query, and fetch results. The package depends on sqlalchemy for ORM/query building, mysqlclient for the underlying protocol connection, and requests for HTTP communication.\n\nThe custom build removes sqlalchemy-utils, which the original package included but never actually used, making the install lighter. It supports Python 3.7 through 3.11 and is marked production-stable. The package is actively maintained and has no known security vulnerabilities.","worth_installing":"Yes, if you need to query Apache Doris from Python. The package is production-stable, actively maintained, has no vulnerabilities, and low install friction. The custom build removes unnecessary bloat. The only caveat is that mysqlclient may require system libraries on some platforms, but that is a one-time setup cost."},"id":"pydoris-custom","links":{"html":"https://skillfed.io/packages/pydoris-custom","md":"https://skillfed.io/packages/pydoris-custom.md","pypi":"https://pypi.org/project/pydoris-custom/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2025-11-18","license_spdx":null,"license_treatment":"permissive","name":"pydoris-custom","python_support":"supports_current","summary":"Python interface to Doris (custom build with relaxed dependencies)"},"popularity":{"monthly_downloads":216345,"position":9381,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.1.0"}