{"library":"mapply","title":"mapply","description":"Sensible multi-core apply function for Pandas. Currently version 0.2.0, supporting Pandas v3 (last version supporting Pandas v2 is 0.1.31). Active development with frequent releases.","language":"python","status":"active","last_verified":"Mon Apr 27","install":{"commands":["pip install mapply"],"cli":null},"imports":["import mapply"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"import pandas as pd\nimport mapply\n\nmapply.init(n_workers=-1)  # use all CPUs\n\ndf = pd.DataFrame({'a': [1, 2, 3], 'b': [4, 5, 6]})\nresult = df.mapply(lambda row: row['a'] + row['b'], axis=1)\nprint(result)","lang":"python","description":"Initialize mapply with all CPUs, then use .mapply() like .apply() but parallel.","tag":null,"tag_description":null,"last_tested":null,"results":[]},"compatibility":null}