{"library":"pangres","type":"library","category":null,"description":"Pangres is a Python library that provides efficient upsert (insert/update) functionality for pandas DataFrames into SQL databases (PostgreSQL, MySQL, SQLite) via SQLAlchemy. It supports both synchronous and asynchronous operations, with automatic table creation and schema inference. The current version is 4.2.1, with monthly or irregular releases.","language":"python","status":"active","version":"4.2.1","tags":["pandas","sqlalchemy","upsert","postgresql","mysql","sqlite","etl"],"install":[{"cmd":"pip install pangres","imports":["from pangres import upsert","from pangres import aupsert"]}],"homepage":null,"github":"https://github.com/ThibTrip/pangres","docs":null,"changelog":null,"pypi":"https://pypi.org/project/pangres/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":10.8,"avg_import_s":2.08,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/pangres/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}