{"library":"normality","title":"Normality","description":"Normality is a Python micro-package (current version 3.1.0) that provides a small set of text normalization functions for easier re-use. It accepts unicode or utf-8 encoded text and removes various classes of characters, such as diacritics and punctuation. This library is actively maintained and is useful as a preparation step for further text analysis.","language":"python","status":"active","last_verified":"Mon May 18","install":{"commands":["pip install normality"],"cli":null},"imports":["from normality import normalize","from normality import slugify","from normality import collapse_spaces","from normality import ascii_text","from normality import latinize_text"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"from normality import normalize, slugify, collapse_spaces\n\ntext = normalize('Nie wieder \"Grüne Süppchen\" kochen!')\nprint(f\"Normalized: {text}\")\n# Expected: nie wieder grune suppchen kochen\n\nslug = slugify('My first blog post!')\nprint(f\"Slugified: {slug}\")\n# Expected: my-first-blog-post\n\nspaced_text = 'this \\n\\n\\r\\nhas\\tlots of \\nodd spacing.'\ncleaned_text = collapse_spaces(spaced_text)\nprint(f\"Collapsed spaces: {cleaned_text}\")\n# Expected: this has lots of odd spacing.\n","lang":"python","description":"This quickstart demonstrates the core normalization functions of the `normality` library, including `normalize` for general text cleaning, `slugify` for creating URL-friendly slugs, and `collapse_spaces` for standardizing whitespace.","tag":null,"tag_description":null,"last_tested":null,"results":[]},"compatibility":{"tag":null,"tag_description":null,"last_tested":"2026-05-18","installed_version":null,"pypi_latest":"3.1.0","is_stale":null,"summary":{"python_range":"3.10–3.9","success_rate":0,"avg_install_s":null,"avg_import_s":null,"wheel_type":null},"results":[{"runtime":"python:3.10-alpine","python_version":"3.10","os_libc":"alpine (musl)","variant":"normality","exit_code":1,"wheel_type":null,"failure_reason":"build_error","import_side_effects":null,"install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":null},{"runtime":"python:3.10-slim","python_version":"3.10","os_libc":"slim (glibc)","variant":"normality","exit_code":1,"wheel_type":null,"failure_reason":"build_error","import_side_effects":null,"install_time_s":2.9,"import_time_s":null,"mem_mb":null,"disk_size":null},{"runtime":"python:3.11-alpine","python_version":"3.11","os_libc":"alpine (musl)","variant":"normality","exit_code":1,"wheel_type":null,"failure_reason":"build_error","import_side_effects":null,"install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":null},{"runtime":"python:3.11-slim","python_version":"3.11","os_libc":"slim (glibc)","variant":"normality","exit_code":1,"wheel_type":null,"failure_reason":"build_error","import_side_effects":null,"install_time_s":3.2,"import_time_s":null,"mem_mb":null,"disk_size":null},{"runtime":"python:3.12-alpine","python_version":"3.12","os_libc":"alpine (musl)","variant":"normality","exit_code":1,"wheel_type":null,"failure_reason":"build_error","import_side_effects":null,"install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":null},{"runtime":"python:3.12-slim","python_version":"3.12","os_libc":"slim (glibc)","variant":"normality","exit_code":1,"wheel_type":null,"failure_reason":"build_error","import_side_effects":null,"install_time_s":3,"import_time_s":null,"mem_mb":null,"disk_size":null},{"runtime":"python:3.13-alpine","python_version":"3.13","os_libc":"alpine (musl)","variant":"normality","exit_code":1,"wheel_type":null,"failure_reason":"build_error","import_side_effects":null,"install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":null},{"runtime":"python:3.13-slim","python_version":"3.13","os_libc":"slim (glibc)","variant":"normality","exit_code":1,"wheel_type":null,"failure_reason":"build_error","import_side_effects":null,"install_time_s":2.7,"import_time_s":null,"mem_mb":null,"disk_size":null},{"runtime":"python:3.9-alpine","python_version":"3.9","os_libc":"alpine (musl)","variant":"normality","exit_code":1,"wheel_type":null,"failure_reason":"build_error","import_side_effects":null,"install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":null},{"runtime":"python:3.9-slim","python_version":"3.9","os_libc":"slim (glibc)","variant":"normality","exit_code":1,"wheel_type":null,"failure_reason":"build_error","import_side_effects":null,"install_time_s":3.9,"import_time_s":null,"mem_mb":null,"disk_size":null}]}}