{"library":"sf-hamilton","type":"library","category":null,"description":"Hamilton (current version 1.89.0) is a Python micro-framework for defining dataflows as functions, enabling modular, testable, and maintainable data pipelines. It represents data transformations as a directed acyclic graph (DAG) where nodes are Python functions and edges are dependencies, making it easy to build complex dataframes. It has an active release cadence with frequent updates.","language":"python","status":"active","version":"1.89.0","tags":["data-engineering","data-science","workflow","dataframe","DAG","ETL"],"install":[{"cmd":"pip install sf-hamilton","imports":["from hamilton import driver","from hamilton import function_modifiers as fm"]},{"cmd":"pip install \"sf-hamilton[pandas, visualization]\"","imports":[]}],"homepage":"https://hamilton.dagworks.io","github":"https://github.com/apache/hamilton","docs":"https://hamilton.apache.org/","changelog":null,"pypi":"https://pypi.org/project/sf-hamilton/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":8.5,"avg_import_s":1.39,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/sf-hamilton/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}