{"library":"dbnd","type":"library","category":null,"description":"Databand (dbnd) is a Python library for MLOps, providing orchestration, monitoring, and debugging capabilities for data pipelines. It allows users to define ML tasks and pipelines, track metadata, and integrate with orchestrators like Apache Airflow. The current version is 1.0.34.1, with releases occurring periodically, though core independent development appears to have slowed following an acquisition by IBM.","language":"python","status":"maintenance","version":"1.0.34.1","tags":["mlops","orchestration","data-science","workflow","pipeline","tracking"],"last_verified":"Tue May 26","install":[{"cmd":"pip install dbnd","imports":["from dbnd import task","from dbnd import pipeline","from dbnd import dbnd_context","from dbnd import band"]},{"cmd":"pip install dbnd[airflow]","imports":[]}],"homepage":"https://databand.ai","github":"https://github.com/databand-ai/dbnd","docs":"https://dbnd.readme.io/","changelog":null,"pypi":"https://pypi.org/project/dbnd/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":4.7,"avg_import_s":1.77,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/dbnd/compatibility"}}