{"adoption": {"forks": 98, "observed_at": "2026-08-28T04:03:52.431988+00:00", "stars": 1175}, "canonical_url": "https://ross.abutalabs.com/products/odmantic", "card": {"archived": false, "artifact_type": "library", "description": "Sync and Async ODM (Object Document Mapper) for MongoDB based on python type hints", "domain": ["databases", "backend", "web-development", "developer-tools"], "enriched": true, "function": ["orm", "database-driver", "serialization"], "health_score": 87, "homepage": "http://art049.github.io/odmantic", "language": "Python", "license": "ISC", "license_family": "permissive", "maturity": "active", "member_repos": ["art049/odmantic"], "name": "art049/odmantic", "platform": ["python"], "pushed_at": "2026-05-19T21:43:53+00:00", "repo": "art049/odmantic", "stars": 1175, "tags": ["mongodb", "odm", "pydantic", "asyncio", "motor", "pymongo", "fastapi", "type-hints", "nosql", "data-validation"], "topics": ["mongodb", "asyncio", "python", "object-document-mapper", "nosql", "pydantic", "python-types", "type-hints", "fastapi", "async", "mongo", "motor", "odm", "orm", "mongodb-orm", "database", "pymongo", "sync"], "urls": [], "use_cases": ["map python classes to mongodb documents with type hints", "use mongodb with fastapi async endpoints", "validate and serialize mongodb documents with pydantic", "query mongodb using python comparison operators", "build a typed data layer for a python backend", "switch between sync and async mongodb access in python"], "what_it_is": "ODMantic is a sync and async Object Document Mapper (ODM) for MongoDB built on Python type hints and Pydantic for model definition and validation. It provides a fully typed, functional API for database operations with built-in JSON serialization and JSON schema generation.", "when_to_avoid": ["you use a relational database instead of MongoDB", "you need raw MongoDB aggregation pipeline control or advanced features not exposed by the ODM", "your project is locked to Pydantic v1 or Python < 3.8"], "when_to_choose": ["you use MongoDB with Python and want Pydantic-based models and validation", "you need both sync and async database access in the same codebase", "you want static type checking and autocompletion for database queries", "you're building FastAPI/ASGI applications backed by MongoDB"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/odmantic", "repo": "art049/odmantic", "role": "main", "score": 81}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.431988+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.827018+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b1231fe82f46891c08bb9fed470714af8250737ad86530f4c716ad4ca4558cec", "fetched_at": "2026-08-28T04:03:52.431988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/art049/odmantic"}, {"content_hash": "25c48ec3a98192a7e2a950fd736e083359375e5e315a3b8132f2934a2c2c91cf", "fetched_at": "2026-08-29T12:33:24.435889+00:00", "kind": "homepage", "missing": false, "url": "http://art049.github.io/odmantic"}, {"content_hash": "7067ef85ac61af21db9fda005386b50b93bdebfe4e2ea17a86ce59847e735dbf", "fetched_at": "2026-08-29T12:33:24.445289+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/odmantic/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.431988+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.827018+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b1231fe82f46891c08bb9fed470714af8250737ad86530f4c716ad4ca4558cec", "fetched_at": "2026-08-28T04:03:52.431988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/art049/odmantic"}, {"content_hash": "25c48ec3a98192a7e2a950fd736e083359375e5e315a3b8132f2934a2c2c91cf", "fetched_at": "2026-08-29T12:33:24.435889+00:00", "kind": "homepage", "missing": false, "url": "http://art049.github.io/odmantic"}, {"content_hash": "7067ef85ac61af21db9fda005386b50b93bdebfe4e2ea17a86ce59847e735dbf", "fetched_at": "2026-08-29T12:33:24.445289+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/odmantic/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.827018+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b1231fe82f46891c08bb9fed470714af8250737ad86530f4c716ad4ca4558cec", "fetched_at": "2026-08-28T04:03:52.431988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/art049/odmantic"}, {"content_hash": "25c48ec3a98192a7e2a950fd736e083359375e5e315a3b8132f2934a2c2c91cf", "fetched_at": "2026-08-29T12:33:24.435889+00:00", "kind": "homepage", "missing": false, "url": "http://art049.github.io/odmantic"}, {"content_hash": "7067ef85ac61af21db9fda005386b50b93bdebfe4e2ea17a86ce59847e735dbf", "fetched_at": "2026-08-29T12:33:24.445289+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/odmantic/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.431988+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.431988+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.431988+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.827018+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b1231fe82f46891c08bb9fed470714af8250737ad86530f4c716ad4ca4558cec", "fetched_at": "2026-08-28T04:03:52.431988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/art049/odmantic"}, {"content_hash": "25c48ec3a98192a7e2a950fd736e083359375e5e315a3b8132f2934a2c2c91cf", "fetched_at": "2026-08-29T12:33:24.435889+00:00", "kind": "homepage", "missing": false, "url": "http://art049.github.io/odmantic"}, {"content_hash": "7067ef85ac61af21db9fda005386b50b93bdebfe4e2ea17a86ce59847e735dbf", "fetched_at": "2026-08-29T12:33:24.445289+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/odmantic/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.431988+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.431988+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.827018+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b1231fe82f46891c08bb9fed470714af8250737ad86530f4c716ad4ca4558cec", "fetched_at": "2026-08-28T04:03:52.431988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/art049/odmantic"}, {"content_hash": "25c48ec3a98192a7e2a950fd736e083359375e5e315a3b8132f2934a2c2c91cf", "fetched_at": "2026-08-29T12:33:24.435889+00:00", "kind": "homepage", "missing": false, "url": "http://art049.github.io/odmantic"}, {"content_hash": "7067ef85ac61af21db9fda005386b50b93bdebfe4e2ea17a86ce59847e735dbf", "fetched_at": "2026-08-29T12:33:24.445289+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/odmantic/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.431988+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.431988+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.431988+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.827018+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b1231fe82f46891c08bb9fed470714af8250737ad86530f4c716ad4ca4558cec", "fetched_at": "2026-08-28T04:03:52.431988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/art049/odmantic"}, {"content_hash": "25c48ec3a98192a7e2a950fd736e083359375e5e315a3b8132f2934a2c2c91cf", "fetched_at": "2026-08-29T12:33:24.435889+00:00", "kind": "homepage", "missing": false, "url": "http://art049.github.io/odmantic"}, {"content_hash": "7067ef85ac61af21db9fda005386b50b93bdebfe4e2ea17a86ce59847e735dbf", "fetched_at": "2026-08-29T12:33:24.445289+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/odmantic/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.431988+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:52.431988+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.827018+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b1231fe82f46891c08bb9fed470714af8250737ad86530f4c716ad4ca4558cec", "fetched_at": "2026-08-28T04:03:52.431988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/art049/odmantic"}, {"content_hash": "25c48ec3a98192a7e2a950fd736e083359375e5e315a3b8132f2934a2c2c91cf", "fetched_at": "2026-08-29T12:33:24.435889+00:00", "kind": "homepage", "missing": false, "url": "http://art049.github.io/odmantic"}, {"content_hash": "7067ef85ac61af21db9fda005386b50b93bdebfe4e2ea17a86ce59847e735dbf", "fetched_at": "2026-08-29T12:33:24.445289+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/odmantic/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.827018+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b1231fe82f46891c08bb9fed470714af8250737ad86530f4c716ad4ca4558cec", "fetched_at": "2026-08-28T04:03:52.431988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/art049/odmantic"}, {"content_hash": "25c48ec3a98192a7e2a950fd736e083359375e5e315a3b8132f2934a2c2c91cf", "fetched_at": "2026-08-29T12:33:24.435889+00:00", "kind": "homepage", "missing": false, "url": "http://art049.github.io/odmantic"}, {"content_hash": "7067ef85ac61af21db9fda005386b50b93bdebfe4e2ea17a86ce59847e735dbf", "fetched_at": "2026-08-29T12:33:24.445289+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/odmantic/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.827018+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b1231fe82f46891c08bb9fed470714af8250737ad86530f4c716ad4ca4558cec", "fetched_at": "2026-08-28T04:03:52.431988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/art049/odmantic"}, {"content_hash": "25c48ec3a98192a7e2a950fd736e083359375e5e315a3b8132f2934a2c2c91cf", "fetched_at": "2026-08-29T12:33:24.435889+00:00", "kind": "homepage", "missing": false, "url": "http://art049.github.io/odmantic"}, {"content_hash": "7067ef85ac61af21db9fda005386b50b93bdebfe4e2ea17a86ce59847e735dbf", "fetched_at": "2026-08-29T12:33:24.445289+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/odmantic/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:27:03.827018+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "b1231fe82f46891c08bb9fed470714af8250737ad86530f4c716ad4ca4558cec", "fetched_at": "2026-08-28T04:03:52.431988+00:00", "kind": "readme", "missing": false, "url": "https://github.com/art049/odmantic"}, {"content_hash": "25c48ec3a98192a7e2a950fd736e083359375e5e315a3b8132f2934a2c2c91cf", "fetched_at": "2026-08-29T12:33:24.435889+00:00", "kind": "homepage", "missing": false, "url": "http://art049.github.io/odmantic"}, {"content_hash": "7067ef85ac61af21db9fda005386b50b93bdebfe4e2ea17a86ce59847e735dbf", "fetched_at": "2026-08-29T12:33:24.445289+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/odmantic/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 83, "longevity": 100, "rhythm": 67}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2315, "days_push": 106, "days_rel": 221, "gap_med": 2, "n_releases_24m": 2}, "score": 81, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}