{"library":"pandarallel","type":"library","category":null,"description":"Pandarallel is a Python library that extends Pandas to support parallel processing across multiple CPU cores. It aims to significantly speed up Pandas operations on large datasets by distributing computations, often requiring only a one-line code change. The library also provides progress bars. It is currently at version 1.6.5 and is actively maintained.","language":"python","status":"active","version":"1.6.5","tags":["pandas","parallel-processing","performance","dataframe","multiprocessing"],"install":[{"cmd":"pip install pandarallel","imports":["from pandarallel import pandarallel"]}],"homepage":"https://nalepae.github.io/pandarallel","github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/pandarallel/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":8.8,"avg_import_s":1.13,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/pandarallel/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}