{"library":"visions","type":"library","category":null,"description":"Visions is a Python library for declarative data type inference and validation. It allows users to define custom data types and their hierarchical relationships, then detect and cast these types within data structures like Pandas Series. The current version is 0.8.1, and it maintains a moderate release cadence, primarily focusing on compatibility fixes and API improvements.","language":"python","status":"active","version":"0.8.1","tags":["data-validation","data-types","profiling","pandas"],"last_verified":"Fri May 22","install":[{"cmd":"pip install visions","imports":["from visions import detect_type","from visions import cast_to_detected_type","from visions.typesets import StandardTypeset","from visions.types import Integer"]}],"homepage":null,"github":"https://github.com/dylan-profiler/visions","docs":"https://dylan-profiler.github.io/visions","changelog":null,"pypi":"https://pypi.org/project/visions/","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":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/visions/compatibility"}}