{"adoption": {"forks": 179, "observed_at": "2026-08-28T04:04:13.091059+00:00", "stars": 1276}, "canonical_url": "https://ross.abutalabs.com/products/glumpy", "card": {"archived": false, "artifact_type": "library", "description": "Python+Numpy+OpenGL: fast, scalable and beautiful scientific visualization", "domain": ["data-visualization", "graphics", "data-science"], "enriched": true, "function": ["data-visualization", "graphics", "image-processing"], "health_score": 43, "homepage": "http://glumpy.github.io", "language": "Python", "license": "BSD-3-Clause", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["glumpy/glumpy"], "name": "glumpy/glumpy", "platform": ["python", "cross-platform"], "pushed_at": "2025-07-15T09:44:18+00:00", "repo": "glumpy/glumpy", "stars": 1276, "tags": ["opengl", "numpy", "gpu-rendering", "scientific-visualization", "shaders", "glsl", "scientific-computing", "desktop"], "topics": ["python", "numpy", "opengl", "engine", "rendering", "game", "visualization", "science"], "urls": [], "use_cases": ["render millions of data points in real time", "visualize numpy arrays on the GPU", "simulate and display a spiral galaxy", "render surface heightfields from numpy arrays", "draw high-frequency signals with GPU multisampling", "compute and display Mandelbrot fractals", "render SVG graphics with minimal GL calls"], "what_it_is": "Glumpy is a Python library for fast, scalable scientific visualization built on a natural interface between NumPy and modern OpenGL. It provides GPU-accelerated rendering of large datasets with real-time performance for millions of points.", "when_to_avoid": ["you need simple static plots or charts", "you want a high-level plotting API without writing shaders", "you need a maintained library with frequent updates and broad community support"], "when_to_choose": ["you need hardware-accelerated scientific visualization in Python", "your datasets are too large for matplotlib to render interactively", "you want direct NumPy-to-OpenGL integration with custom shaders"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/glumpy", "repo": "glumpy/glumpy", "role": "main", "score": 37}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.091059+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T05:02:56.203554+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "311e4d41f7d4f60f48c0b998785f2a4b332e30a099001915788b035ac5ba9735", "fetched_at": "2026-08-28T04:04:13.091059+00:00", "kind": "readme", "missing": false, "url": "https://github.com/glumpy/glumpy"}, {"content_hash": "3c6f45b61182387c57a51692c8cffbc95c7d1dc798c6330d320cda2a50dc6ee8", "fetched_at": "2026-08-29T12:13:58.937521+00:00", "kind": "homepage", "missing": false, "url": "http://glumpy.github.io"}, {"content_hash": "290f2ac93e195033f41a85af08a4f34c014568fda7b704f4c60cd27a0b46924b", "fetched_at": "2026-08-29T12:13:58.946443+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/glumpy/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.091059+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T05:02:56.203554+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "311e4d41f7d4f60f48c0b998785f2a4b332e30a099001915788b035ac5ba9735", "fetched_at": "2026-08-28T04:04:13.091059+00:00", "kind": "readme", "missing": false, "url": "https://github.com/glumpy/glumpy"}, {"content_hash": "3c6f45b61182387c57a51692c8cffbc95c7d1dc798c6330d320cda2a50dc6ee8", "fetched_at": "2026-08-29T12:13:58.937521+00:00", "kind": "homepage", "missing": false, "url": "http://glumpy.github.io"}, {"content_hash": "290f2ac93e195033f41a85af08a4f34c014568fda7b704f4c60cd27a0b46924b", "fetched_at": "2026-08-29T12:13:58.946443+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/glumpy/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T05:02:56.203554+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "311e4d41f7d4f60f48c0b998785f2a4b332e30a099001915788b035ac5ba9735", "fetched_at": "2026-08-28T04:04:13.091059+00:00", "kind": "readme", "missing": false, "url": "https://github.com/glumpy/glumpy"}, {"content_hash": "3c6f45b61182387c57a51692c8cffbc95c7d1dc798c6330d320cda2a50dc6ee8", "fetched_at": "2026-08-29T12:13:58.937521+00:00", "kind": "homepage", "missing": false, "url": "http://glumpy.github.io"}, {"content_hash": "290f2ac93e195033f41a85af08a4f34c014568fda7b704f4c60cd27a0b46924b", "fetched_at": "2026-08-29T12:13:58.946443+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/glumpy/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.091059+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.091059+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.091059+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T05:02:56.203554+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "311e4d41f7d4f60f48c0b998785f2a4b332e30a099001915788b035ac5ba9735", "fetched_at": "2026-08-28T04:04:13.091059+00:00", "kind": "readme", "missing": false, "url": "https://github.com/glumpy/glumpy"}, {"content_hash": "3c6f45b61182387c57a51692c8cffbc95c7d1dc798c6330d320cda2a50dc6ee8", "fetched_at": "2026-08-29T12:13:58.937521+00:00", "kind": "homepage", "missing": false, "url": "http://glumpy.github.io"}, {"content_hash": "290f2ac93e195033f41a85af08a4f34c014568fda7b704f4c60cd27a0b46924b", "fetched_at": "2026-08-29T12:13:58.946443+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/glumpy/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.091059+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.091059+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T05:02:56.203554+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "311e4d41f7d4f60f48c0b998785f2a4b332e30a099001915788b035ac5ba9735", "fetched_at": "2026-08-28T04:04:13.091059+00:00", "kind": "readme", "missing": false, "url": "https://github.com/glumpy/glumpy"}, {"content_hash": "3c6f45b61182387c57a51692c8cffbc95c7d1dc798c6330d320cda2a50dc6ee8", "fetched_at": "2026-08-29T12:13:58.937521+00:00", "kind": "homepage", "missing": false, "url": "http://glumpy.github.io"}, {"content_hash": "290f2ac93e195033f41a85af08a4f34c014568fda7b704f4c60cd27a0b46924b", "fetched_at": "2026-08-29T12:13:58.946443+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/glumpy/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.091059+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.091059+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.091059+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T05:02:56.203554+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "311e4d41f7d4f60f48c0b998785f2a4b332e30a099001915788b035ac5ba9735", "fetched_at": "2026-08-28T04:04:13.091059+00:00", "kind": "readme", "missing": false, "url": "https://github.com/glumpy/glumpy"}, {"content_hash": "3c6f45b61182387c57a51692c8cffbc95c7d1dc798c6330d320cda2a50dc6ee8", "fetched_at": "2026-08-29T12:13:58.937521+00:00", "kind": "homepage", "missing": false, "url": "http://glumpy.github.io"}, {"content_hash": "290f2ac93e195033f41a85af08a4f34c014568fda7b704f4c60cd27a0b46924b", "fetched_at": "2026-08-29T12:13:58.946443+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/glumpy/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.091059+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.091059+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T05:02:56.203554+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "311e4d41f7d4f60f48c0b998785f2a4b332e30a099001915788b035ac5ba9735", "fetched_at": "2026-08-28T04:04:13.091059+00:00", "kind": "readme", "missing": false, "url": "https://github.com/glumpy/glumpy"}, {"content_hash": "3c6f45b61182387c57a51692c8cffbc95c7d1dc798c6330d320cda2a50dc6ee8", "fetched_at": "2026-08-29T12:13:58.937521+00:00", "kind": "homepage", "missing": false, "url": "http://glumpy.github.io"}, {"content_hash": "290f2ac93e195033f41a85af08a4f34c014568fda7b704f4c60cd27a0b46924b", "fetched_at": "2026-08-29T12:13:58.946443+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/glumpy/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T05:02:56.203554+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "311e4d41f7d4f60f48c0b998785f2a4b332e30a099001915788b035ac5ba9735", "fetched_at": "2026-08-28T04:04:13.091059+00:00", "kind": "readme", "missing": false, "url": "https://github.com/glumpy/glumpy"}, {"content_hash": "3c6f45b61182387c57a51692c8cffbc95c7d1dc798c6330d320cda2a50dc6ee8", "fetched_at": "2026-08-29T12:13:58.937521+00:00", "kind": "homepage", "missing": false, "url": "http://glumpy.github.io"}, {"content_hash": "290f2ac93e195033f41a85af08a4f34c014568fda7b704f4c60cd27a0b46924b", "fetched_at": "2026-08-29T12:13:58.946443+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/glumpy/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T05:02:56.203554+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "311e4d41f7d4f60f48c0b998785f2a4b332e30a099001915788b035ac5ba9735", "fetched_at": "2026-08-28T04:04:13.091059+00:00", "kind": "readme", "missing": false, "url": "https://github.com/glumpy/glumpy"}, {"content_hash": "3c6f45b61182387c57a51692c8cffbc95c7d1dc798c6330d320cda2a50dc6ee8", "fetched_at": "2026-08-29T12:13:58.937521+00:00", "kind": "homepage", "missing": false, "url": "http://glumpy.github.io"}, {"content_hash": "290f2ac93e195033f41a85af08a4f34c014568fda7b704f4c60cd27a0b46924b", "fetched_at": "2026-08-29T12:13:58.946443+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/glumpy/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T05:02:56.203554+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "311e4d41f7d4f60f48c0b998785f2a4b332e30a099001915788b035ac5ba9735", "fetched_at": "2026-08-28T04:04:13.091059+00:00", "kind": "readme", "missing": false, "url": "https://github.com/glumpy/glumpy"}, {"content_hash": "3c6f45b61182387c57a51692c8cffbc95c7d1dc798c6330d320cda2a50dc6ee8", "fetched_at": "2026-08-29T12:13:58.937521+00:00", "kind": "homepage", "missing": false, "url": "http://glumpy.github.io"}, {"content_hash": "290f2ac93e195033f41a85af08a4f34c014568fda7b704f4c60cd27a0b46924b", "fetched_at": "2026-08-29T12:13:58.946443+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/glumpy/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 31, "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": 4385, "days_push": 414, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 37, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}