{"library":"para","title":"Para","description":"Para (v0.0.8) is a utility set that leverages Python's 'multiprocessing' module to distribute CPU-intensive tasks across multiple cores. It provides a simple API for parallel execution with built-in progress bar support and exception handling. Release cadence is irregular.","language":"python","status":"active","last_verified":"Fri May 01","install":{"commands":["pip install para"],"cli":null},"imports":["from para import map","from para import map_unordered","from para import map_starmap"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"from para import map\n\ndef square(x):\n    return x * x\n\nresults = map(square, range(10), nprocesses=4)\nprint(list(results))\n# [0, 1, 4, 9, 16, 25, 36, 49, 64, 81]","lang":"python","description":"Parallel mapping of a CPU-intensive function across 4 processes.","tag":null,"tag_description":null,"last_tested":null,"results":[]},"compatibility":null}