{"adoption": {"forks": 328, "observed_at": "2026-08-28T04:08:53.630516+00:00", "stars": 4573}, "canonical_url": "https://ross.abutalabs.com/products/grequests", "card": {"archived": false, "artifact_type": "library", "description": "Requests + Gevent = <3", "domain": ["web-development", "developer-tools"], "enriched": true, "function": ["http-client", "concurrency"], "health_score": 21, "homepage": "https://pypi.python.org/pypi/grequests", "language": "Python", "license": "BSD-2-Clause", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["spyoungtech/grequests"], "name": "spyoungtech/grequests", "platform": ["python", "cross-platform"], "pushed_at": "2024-08-08T21:52:34+00:00", "repo": "spyoungtech/grequests", "stars": 4573, "tags": ["gevent", "async-http", "requests-wrapper", "batch-requests"], "topics": [], "urls": [], "use_cases": ["scrape many urls concurrently in python", "send multiple http requests in parallel with requests library", "fetch a batch of apis asynchronously", "make async http calls without rewriting code for aiohttp", "crawl a list of urls with concurrency limit"], "what_it_is": "A thin Python library that combines the popular requests HTTP library with Gevent to enable simple asynchronous HTTP requests. It provides map, imap, and imap_enumerated helpers to send many requests concurrently with optional exception handling and pool sizing.", "when_to_avoid": ["you are building new code with asyncio (prefer aiohttp or httpx)", "you need streaming responses or fine-grained async control", "you cannot use gevent monkey patching in your application"], "when_to_choose": ["you already use requests and want concurrency with minimal code changes", "you need simple fire-many-requests semantics with gevent monkey patching", "you want a tiny dependency rather than a full async framework"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/grequests", "repo": "spyoungtech/grequests", "role": "main", "score": 23}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:08:53.630516+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:19:56.942396+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f2f39b368524f64efb69ac90cb670ce3badac3c779ffa361a4f412fadbb1a63", "fetched_at": "2026-08-28T04:08:53.630516+00:00", "kind": "readme", "missing": false, "url": "https://github.com/spyoungtech/grequests"}, {"content_hash": "54715f5bacb8e7668aa2a65bb94a02105a00b537a1730877a572a1398c625d07", "fetched_at": "2026-08-29T09:05:26.119375+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.python.org/pypi/grequests"}, {"content_hash": "3eadc3f51b8ff034c6da1c56b0867880b39d87a3c242cc8d3b625307e79d2e25", "fetched_at": "2026-08-29T09:05:26.128394+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/grequests/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:08:53.630516+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:19:56.942396+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f2f39b368524f64efb69ac90cb670ce3badac3c779ffa361a4f412fadbb1a63", "fetched_at": "2026-08-28T04:08:53.630516+00:00", "kind": "readme", "missing": false, "url": "https://github.com/spyoungtech/grequests"}, {"content_hash": "54715f5bacb8e7668aa2a65bb94a02105a00b537a1730877a572a1398c625d07", "fetched_at": "2026-08-29T09:05:26.119375+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.python.org/pypi/grequests"}, {"content_hash": "3eadc3f51b8ff034c6da1c56b0867880b39d87a3c242cc8d3b625307e79d2e25", "fetched_at": "2026-08-29T09:05:26.128394+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/grequests/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:19:56.942396+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f2f39b368524f64efb69ac90cb670ce3badac3c779ffa361a4f412fadbb1a63", "fetched_at": "2026-08-28T04:08:53.630516+00:00", "kind": "readme", "missing": false, "url": "https://github.com/spyoungtech/grequests"}, {"content_hash": "54715f5bacb8e7668aa2a65bb94a02105a00b537a1730877a572a1398c625d07", "fetched_at": "2026-08-29T09:05:26.119375+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.python.org/pypi/grequests"}, {"content_hash": "3eadc3f51b8ff034c6da1c56b0867880b39d87a3c242cc8d3b625307e79d2e25", "fetched_at": "2026-08-29T09:05:26.128394+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/grequests/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:08:53.630516+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:08:53.630516+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:08:53.630516+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:19:56.942396+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f2f39b368524f64efb69ac90cb670ce3badac3c779ffa361a4f412fadbb1a63", "fetched_at": "2026-08-28T04:08:53.630516+00:00", "kind": "readme", "missing": false, "url": "https://github.com/spyoungtech/grequests"}, {"content_hash": "54715f5bacb8e7668aa2a65bb94a02105a00b537a1730877a572a1398c625d07", "fetched_at": "2026-08-29T09:05:26.119375+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.python.org/pypi/grequests"}, {"content_hash": "3eadc3f51b8ff034c6da1c56b0867880b39d87a3c242cc8d3b625307e79d2e25", "fetched_at": "2026-08-29T09:05:26.128394+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/grequests/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:08:53.630516+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:08:53.630516+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:19:56.942396+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f2f39b368524f64efb69ac90cb670ce3badac3c779ffa361a4f412fadbb1a63", "fetched_at": "2026-08-28T04:08:53.630516+00:00", "kind": "readme", "missing": false, "url": "https://github.com/spyoungtech/grequests"}, {"content_hash": "54715f5bacb8e7668aa2a65bb94a02105a00b537a1730877a572a1398c625d07", "fetched_at": "2026-08-29T09:05:26.119375+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.python.org/pypi/grequests"}, {"content_hash": "3eadc3f51b8ff034c6da1c56b0867880b39d87a3c242cc8d3b625307e79d2e25", "fetched_at": "2026-08-29T09:05:26.128394+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/grequests/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:08:53.630516+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:08:53.630516+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:08:53.630516+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:19:56.942396+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f2f39b368524f64efb69ac90cb670ce3badac3c779ffa361a4f412fadbb1a63", "fetched_at": "2026-08-28T04:08:53.630516+00:00", "kind": "readme", "missing": false, "url": "https://github.com/spyoungtech/grequests"}, {"content_hash": "54715f5bacb8e7668aa2a65bb94a02105a00b537a1730877a572a1398c625d07", "fetched_at": "2026-08-29T09:05:26.119375+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.python.org/pypi/grequests"}, {"content_hash": "3eadc3f51b8ff034c6da1c56b0867880b39d87a3c242cc8d3b625307e79d2e25", "fetched_at": "2026-08-29T09:05:26.128394+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/grequests/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:08:53.630516+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:08:53.630516+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:19:56.942396+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f2f39b368524f64efb69ac90cb670ce3badac3c779ffa361a4f412fadbb1a63", "fetched_at": "2026-08-28T04:08:53.630516+00:00", "kind": "readme", "missing": false, "url": "https://github.com/spyoungtech/grequests"}, {"content_hash": "54715f5bacb8e7668aa2a65bb94a02105a00b537a1730877a572a1398c625d07", "fetched_at": "2026-08-29T09:05:26.119375+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.python.org/pypi/grequests"}, {"content_hash": "3eadc3f51b8ff034c6da1c56b0867880b39d87a3c242cc8d3b625307e79d2e25", "fetched_at": "2026-08-29T09:05:26.128394+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/grequests/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:19:56.942396+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f2f39b368524f64efb69ac90cb670ce3badac3c779ffa361a4f412fadbb1a63", "fetched_at": "2026-08-28T04:08:53.630516+00:00", "kind": "readme", "missing": false, "url": "https://github.com/spyoungtech/grequests"}, {"content_hash": "54715f5bacb8e7668aa2a65bb94a02105a00b537a1730877a572a1398c625d07", "fetched_at": "2026-08-29T09:05:26.119375+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.python.org/pypi/grequests"}, {"content_hash": "3eadc3f51b8ff034c6da1c56b0867880b39d87a3c242cc8d3b625307e79d2e25", "fetched_at": "2026-08-29T09:05:26.128394+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/grequests/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:19:56.942396+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f2f39b368524f64efb69ac90cb670ce3badac3c779ffa361a4f412fadbb1a63", "fetched_at": "2026-08-28T04:08:53.630516+00:00", "kind": "readme", "missing": false, "url": "https://github.com/spyoungtech/grequests"}, {"content_hash": "54715f5bacb8e7668aa2a65bb94a02105a00b537a1730877a572a1398c625d07", "fetched_at": "2026-08-29T09:05:26.119375+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.python.org/pypi/grequests"}, {"content_hash": "3eadc3f51b8ff034c6da1c56b0867880b39d87a3c242cc8d3b625307e79d2e25", "fetched_at": "2026-08-29T09:05:26.128394+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/grequests/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:19:56.942396+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f2f39b368524f64efb69ac90cb670ce3badac3c779ffa361a4f412fadbb1a63", "fetched_at": "2026-08-28T04:08:53.630516+00:00", "kind": "readme", "missing": false, "url": "https://github.com/spyoungtech/grequests"}, {"content_hash": "54715f5bacb8e7668aa2a65bb94a02105a00b537a1730877a572a1398c625d07", "fetched_at": "2026-08-29T09:05:26.119375+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.python.org/pypi/grequests"}, {"content_hash": "3eadc3f51b8ff034c6da1c56b0867880b39d87a3c242cc8d3b625307e79d2e25", "fetched_at": "2026-08-29T09:05:26.128394+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/grequests/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 8}, "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": 5228, "days_push": 755, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 23, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}