{"adoption": {"forks": 3347, "observed_at": "2026-08-28T04:09:22.719929+00:00", "stars": 5593}, "canonical_url": "https://ross.abutalabs.com/products/azure-sdk-for-python", "card": {"archived": false, "artifact_type": "library", "description": "This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://learn.microsoft.com/python/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-python. ", "domain": ["cloud-computing", "developer-tools", "apis"], "enriched": true, "function": ["sdk", "http-client", "auth", "cloud"], "health_score": 100, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["Azure/azure-sdk-for-python"], "name": "Azure/azure-sdk-for-python", "platform": ["python", "cloud"], "pushed_at": "2026-08-26T23:21:17+00:00", "repo": "Azure/azure-sdk-for-python", "stars": 5593, "tags": ["azure", "azure-sdk", "client-libraries", "management-apis", "pypi"], "topics": ["python", "azure", "azure-sdk", "hacktoberfest"], "urls": [], "use_cases": ["upload blobs to azure storage from python", "manage azure resources programmatically", "authenticate to azure services in python", "call azure cognitive services from python", "automate azure deployments with python", "query azure cosmos db from a python app"], "what_it_is": "The official Azure SDK for Python, a monorepo of client and management libraries for interacting with Azure services from Python. It includes shared core functionality like retries, logging, and authentication via azure-core.", "when_to_avoid": ["you are targeting AWS, GCP, or on-premises infrastructure instead of Azure", "you need a lightweight single-service client and prefer a standalone package over the full SDK", "you require a language other than Python"], "when_to_choose": ["you are building Python applications that consume or manage Azure services", "you want official, well-supported libraries with consistent auth, retries, and logging", "you need both client libraries and resource management APIs for Azure"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/azure-sdk-for-python", "repo": "Azure/azure-sdk-for-python", "role": "main", "score": 95}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:22.719929+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:55:29.741386+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4a9fb1b73f23e51d04694f0d862f424cbf2d6c9cff819be4413e70d40790484e", "fetched_at": "2026-08-28T04:09:22.719929+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Azure/azure-sdk-for-python"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:22.719929+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:55:29.741386+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4a9fb1b73f23e51d04694f0d862f424cbf2d6c9cff819be4413e70d40790484e", "fetched_at": "2026-08-28T04:09:22.719929+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Azure/azure-sdk-for-python"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:55:29.741386+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4a9fb1b73f23e51d04694f0d862f424cbf2d6c9cff819be4413e70d40790484e", "fetched_at": "2026-08-28T04:09:22.719929+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Azure/azure-sdk-for-python"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:22.719929+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:22.719929+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:22.719929+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:55:29.741386+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4a9fb1b73f23e51d04694f0d862f424cbf2d6c9cff819be4413e70d40790484e", "fetched_at": "2026-08-28T04:09:22.719929+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Azure/azure-sdk-for-python"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:22.719929+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:22.719929+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:55:29.741386+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4a9fb1b73f23e51d04694f0d862f424cbf2d6c9cff819be4413e70d40790484e", "fetched_at": "2026-08-28T04:09:22.719929+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Azure/azure-sdk-for-python"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:22.719929+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:22.719929+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:22.719929+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:55:29.741386+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4a9fb1b73f23e51d04694f0d862f424cbf2d6c9cff819be4413e70d40790484e", "fetched_at": "2026-08-28T04:09:22.719929+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Azure/azure-sdk-for-python"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:22.719929+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:22.719929+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:55:29.741386+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4a9fb1b73f23e51d04694f0d862f424cbf2d6c9cff819be4413e70d40790484e", "fetched_at": "2026-08-28T04:09:22.719929+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Azure/azure-sdk-for-python"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:55:29.741386+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4a9fb1b73f23e51d04694f0d862f424cbf2d6c9cff819be4413e70d40790484e", "fetched_at": "2026-08-28T04:09:22.719929+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Azure/azure-sdk-for-python"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:55:29.741386+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4a9fb1b73f23e51d04694f0d862f424cbf2d6c9cff819be4413e70d40790484e", "fetched_at": "2026-08-28T04:09:22.719929+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Azure/azure-sdk-for-python"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:55:29.741386+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4a9fb1b73f23e51d04694f0d862f424cbf2d6c9cff819be4413e70d40790484e", "fetched_at": "2026-08-28T04:09:22.719929+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Azure/azure-sdk-for-python"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 87}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 5244, "days_push": 7, "days_rel": 7, "gap_med": 0, "n_releases_24m": 642}, "score": 95, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}