rapidsai/cuxfilter holds a health index of 29 out of 100, placing it in the Critical band. It scores highest on Engineering Quality (92/100) and lowest on AI Readiness (47/100). The repository is archived, so no further maintenance is expected.
29
overall / 100
Critical
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
29
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.
archived on GitHub by its maintainersOverall rating: Critical ceiling
Silence alone is never the finding — a small, finished library may need no commits for years. This alert requires both: no human commit for a long time, and obligations the project is visibly not discharging. Automated commits do not count as maintenance.
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
pypi package 'cuxfilter' points at a different repository (https://github.com/rapidsai/dask-cuda); excluded from ecosystem scoring
No resolved dependencies carried a version and a supported ecosystem
More detail
Star and fork history 0 ★ / 80 ⇿
0Stars
80Forks
44Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 36Patch 6
Each point covers 7 days.
OpenSSF Scorecard 6.6 / 10
6.6aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-25 11:55 UTC
Full resolved dependency set from the GitHub dependency graph: 12 direct and 2 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry
Package
Version
Relation
PyPI
bokeh
—
direct
PyPI
certifi
—
direct
PyPI
cudf
—
direct
PyPI
cupy-cuda13x
—
direct
PyPI
dask-cudf
—
direct
PyPI
datashader
—
direct
PyPI
geopandas
—
direct
PyPI
holoviews
—
direct
PyPI
numba
—
direct
PyPI
numba-cuda
—
direct
PyPI
numpy
—
direct
PyPI
panel
—
direct
PyPI
rapids-build-backend
—
indirect
PyPI
setuptools
—
indirect
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies carried a version and a supported ecosystem
Raw JSON report machine-readable
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"headline": "Revert \"Prepare release/26.04\"",
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"is_bot": false,
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"is_bot": false,
"headline": "Use verify-hardcoded-version pre-commit hook (#765)",
"author_name": "Kyle Edwards",
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"body": "Follow-up to changes for https://github.com/rapidsai/build-planning/issues/241\n\n* removes `rapids-init-pip` feature flags now that those have become the default behavior (https://github.com/rapidsai/gha-tools/pull/242)\n\nAuthors:\n - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/764",
"is_bot": false,
"headline": "remove pip.conf migration code in CI scripts (#764)",
"author_name": "James Lamb",
"author_login": "jameslamb",
"committed_at": "2026-02-04T16:05:22Z",
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"body": "A few PRs here were blocked today with errors like this in wheel tests:\r\n\r\n```text\r\nFile \"/pyenv/versions/3.13.11/lib/python3.13/urllib/request.py\", line 1322, in do_open\r\nraise URLError(err)\r\nurllib.error.URLError: <urlopen error [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to\n[…]\ntest/user/advanced/#ca-certificates\n\nAuthors:\n - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n - Bradley Dice (https://github.com/bdice)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/766",
"is_bot": false,
"headline": "use certifi certs with urllib.request.urlopen() calls (#766)",
"author_name": "James Lamb",
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"headline": "Merge pull request #767 from rapidsai/release/26.02",
"author_name": "gpuCI",
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"body": "…d changes (#763)\n\nProposes a batch of miscellaneous build / packaging / CI changes.\r\n\r\n## Changes\r\n\r\n### Tightens wheel size limits\r\n\r\nContributes to https://github.com/rapidsai/build-planning/issues/219\r\n\r\nTo ensure surprising package-size growth is caught in CI, this PR tightens the limits in the\n[…]\nrapidsai/pre-commit-hooks/issues/95\n\nAuthors:\n - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n - Bradley Dice (https://github.com/bdice)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/763",
"is_bot": false,
"headline": "tighten wheel size limits, expand CI-skipping logic, other small buil…",
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"is_bot": false,
"headline": "Drop Python 3.10 support (#762)",
"author_name": "Gil Forsyth",
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"body": "This PR removes the upper bound from the numba-cuda dependency.\n\nRef: https://github.com/rapidsai/build-planning/issues/245\n\nAuthors:\n - https://github.com/brandon-b-miller\n - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n - Bradley Dice (https://github.com/bdice)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/759",
"is_bot": false,
"headline": "Remove numba-cuda upper bound (#759)",
"author_name": "brandon-b-miller",
"author_login": "brandon-b-miller",
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"body": "Forward-merge release/26.02 into main",
"is_bot": false,
"headline": "Merge pull request #761 from rapidsai/release/26.02",
"author_name": "gpuCI",
"author_login": "GPUtester",
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"headline": "fix(build): build package on merge to `release/*` branch (#760)",
"author_name": "Gil Forsyth",
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"body": "Forward-merge release/26.02 into main",
"is_bot": false,
"headline": "Merge pull request #758 from rapidsai/release/26.02",
"author_name": "James Lamb",
"author_login": "jameslamb",
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"body": "… (#757)\n\nContributes to https://github.com/rapidsai/build-planning/issues/242\r\n\r\nModifying `ci/build_wheel.sh` to\r\n\r\n- pass`--build-constraint=\"${PIP_CONSTRAINT}\"` unless build isolation is enabled.\r\n- unset `PIP_CONSTRAINT` (set by rapids-init-pip)... it doesn't affect builds as of pip 25.3, and r\n[…]\n Mike McCarty (https://github.com/mmccarty)\n - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n - James Lamb (https://github.com/jameslamb)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/757",
"is_bot": false,
"headline": "wheel builds: react to changes in pip's handling of build constraints…",
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"headline": "Update to 26.04.00 (#756)",
"author_name": "Jake Awe",
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"headline": "Prepare release/26.02",
"author_name": "Jake Awe",
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"body_truncated": false,
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"is_bot": false,
"headline": "Revert \"Prepare release/26.02\"",
"author_name": "Jake Awe",
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"body": null,
"is_bot": false,
"headline": "Use main shared-workflows branch (#755)",
"author_name": "James Lamb",
"author_login": "jameslamb",
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"body": "Contributes to https://github.com/rapidsai/build-planning/issues/236\n\nTests that CI here will work with the changes from https://github.com/rapidsai/shared-workflows/pull/483,\nswitches CUDA 13 builds to CUDA 13.1.0 and adds some CUDA 13.1.0 test jobs.\n\nAuthors:\n - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n - Gil Forsyth (https://github.com/gforsyth)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/753",
"is_bot": false,
"headline": "build and test against CUDA 13.1.0 (#753)",
"author_name": "James Lamb",
"author_login": "jameslamb",
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"body_truncated": false,
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"body": "Contributes to https://github.com/rapidsai/build-planning/issues/236\n\n- Adds CUDA 13.1 to dependencies.yaml\n- Adds CUDA 13.1 devcontainers\n- Updates install documentation if needed\n\nAuthors:\n - Bradley Dice (https://github.com/bdice)\n - Gil Forsyth (https://github.com/gforsyth)\n\nApprovers:\n - Gil Forsyth (https://github.com/gforsyth)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/749",
"is_bot": false,
"headline": "Add CUDA 13.1 support (#749)",
"author_name": "Bradley Dice",
"author_login": "bdice",
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"body": "…mp build dependency floors (#752)\n\nContributes to https://github.com/rapidsai/build-planning/issues/152\r\n\r\nProposes the following changes, to prevent builds breaking when Python build backends\r\nstart to require configuration consistent with PEP 639 ([link](https://peps.python.org/pep-0639/)):\r\n\r\n* \n[…]\n- James Lamb (https://github.com/jameslamb)\n\nApprovers:\n - Bradley Dice (https://github.com/bdice)\n - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/752",
"is_bot": false,
"headline": "Use SPDX license identifiers in pyproject.toml, remove `setup.py`, bu…",
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"body": "Nightly builds here are breaking like this:\r\n\r\n```text\r\nFile /opt/conda/envs/docs/lib/python3.13/site-packages/cuxfilter/sampledata/random_signals.py:47\r\n 44 data[\"Time\"] = [start + datetime.timedelta(minutes=1) * i for i in range(n)]\r\n 46 # Create a dataframe\r\n---> 47 df = cudf.DataFrame.fr\n[…]\nFrame` constructor to fix that.\n\nAuthors:\n - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/751",
"is_bot": false,
"headline": "use cudf DataFrame constructor instead of from_pandas() (#751)",
"author_name": "James Lamb",
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"body": "Contributes to https://github.com/rapidsai/build-planning/issues/233\r\n\r\nUpdates to `numba-cuda` 0.22.1 to align with the rest of RAPIDS.\n\nAuthors:\n - James Lamb (https://github.com/jameslamb)\n - Tom Augspurger (https://github.com/TomAugspurger)\n\nApprovers:\n - Bradley Dice (https://github.com/bdice)\n - Tom Augspurger (https://github.com/TomAugspurger)\n - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/750",
"is_bot": false,
"headline": "Update to numba-cuda >=0.22.1,<0.23.0 (#750)",
"author_name": "James Lamb",
"author_login": "jameslamb",
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"body_truncated": false,
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{
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"body": "Forward-merge release/25.12 into main",
"is_bot": false,
"headline": "Merge pull request #748 from rapidsai/release/25.12",
"author_name": "Jake Awe",
"author_login": "AyodeAwe",
"committed_at": "2025-12-10T22:05:42Z",
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"body": null,
"is_bot": false,
"headline": "Update Changelog [skip ci]",
"author_name": "Jake Awe",
"author_login": "AyodeAwe",
"committed_at": "2025-12-10T20:15:41Z",
"body_truncated": false,
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{
"oid": "dddd1932e092bd86e074136e890524fc486dccde",
"body": "Enable the `merge_barriers` setting in `.github/ops-bot.yaml` to enable the new merge barriers plugin.\n\nAuthors:\n - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nApprovers:\n - Bradley Dice (https://github.com/bdice)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/747",
"is_bot": false,
"headline": "Enable merge barriers (#747)",
"author_name": "Kyle Edwards",
"author_login": "KyleFromNVIDIA",
"committed_at": "2025-12-09T16:02:51Z",
"body_truncated": false,
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{
"oid": "b2e1e38ee21fbdb53f1ef8a98157815462d6647a",
"body": "This PR removes pre-release upper bound pinnings from non-RAPIDS dependencies.\n\nThe presence of pre-release indicators like `<...a0` tells pip \"pre-releases are OK, even if `--pre` was not passed to pip install.\" RAPIDS projects currently use such constraints in situations where it's not actually de\n[…]\nidsai/build-planning/issues/144\n\nAuthors:\n - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n - Vyas Ramasubramani (https://github.com/vyasr)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/746",
"is_bot": false,
"headline": "Remove alpha specs from non-RAPIDS dependencies (#746)",
"author_name": "Bradley Dice",
"author_login": "bdice",
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"body": "…#738)\n\nxref rapidsai/build-planning#43\r\n\r\nwaiting on rapidsai/shared-workflows#441\n\nAuthors:\n - Gil Forsyth (https://github.com/gforsyth)\n - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n - Bradley Dice (https://github.com/bdice)\n - James Lamb (https://github.com/jameslamb)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/738",
"is_bot": false,
"headline": "refactor(build): build pure Python wheel and `noarch: python` conda (…",
"author_name": "Gil Forsyth",
"author_login": "gforsyth",
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"body": "This PR sets conda to use `strict` priority in CI tests.\n\nMixing channel priority is frequently a cause of unexpected errors. Our CI jobs should always use strict priority in order to enforce that conda packages come from local channels with the artifacts built in CI, not mixing with older nightly a\n[…]\nsai/build-planning/issues/14\n\nAuthors:\n - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/745",
"is_bot": false,
"headline": "Use strict priority in CI conda tests (#745)",
"author_name": "Bradley Dice",
"author_login": "bdice",
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"body": "This PR supports handling the new main branch strategy outlined below:\r\n\r\n* [RSN 47 - Changes to RAPIDS branching strategy in 25.12](https://docs.rapids.ai/notices/rsn0047/)\r\n\r\nThe `update-version.sh` script should now supports two modes controlled via `CLI` params or `ENV` vars:\r\n\r\nCLI arguments: \n[…]\n\n\nApprovers:\n - Jake Awe (https://github.com/AyodeAwe)\n - Bradley Dice (https://github.com/bdice)\n - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/739",
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"headline": "refactored update-version.sh to handle new branching strategy (#739)",
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"body": "Bump minimum CUDA version from 12.0 to 12.2.\r\n\r\n<hr>\r\n\r\nPart of issue:\r\n* https://github.com/rapidsai/build-planning/issues/223\n\nAuthors:\n - https://github.com/jakirkham\n\nApprovers:\n - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/735",
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"is_bot": false,
"headline": "Use SPDX for all copyright headers (#736)",
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"is_bot": false,
"headline": "Use ruff-check and ruff-format instead of flake8, black (#734)",
"author_name": "Kyle Edwards",
"author_login": "KyleFromNVIDIA",
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"headline": "Use main shared-workflows branch (#732)",
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"author_name": "Bradley Dice",
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"body": "Forward-merge branch-25.10 into branch-25.12",
"is_bot": false,
"headline": "Merge pull request #729 from rapidsai/branch-25.10",
"author_name": "gpuCI",
"author_login": "GPUtester",
"committed_at": "2025-10-08T15:24:13Z",
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"headline": "Update Changelog [skip ci]",
"author_name": "Jake Awe",
"author_login": "AyodeAwe",
"committed_at": "2025-10-08T15:24:08Z",
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"body": "Forward-merge branch-25.10 into branch-25.12",
"is_bot": false,
"headline": "Merge pull request #724 from rapidsai/branch-25.10",
"author_name": "gpuCI",
"author_login": "GPUtester",
"committed_at": "2025-09-22T14:12:19Z",
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"body": "Configure repo for automatic release notes generation",
"is_bot": false,
"headline": "Merge pull request #723 from AyodeAwe/auto-release-notes",
"author_name": "Jake Awe",
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"headline": "DOC v25.12 Updates [skip ci]",
"author_name": "Jake Awe",
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"body": "Contributes to https://github.com/rapidsai/build-planning/issues/214, updating pins to match the rest of RAPIDS:\r\n\r\n* numba: `>=0.60.0,<0.62.0a0`\r\n\r\n## Notes for Reviewers\r\n\r\n### Benefits of these changes\r\n\r\nThis tighter `numba` pin is already anyway constraining this project because `cuxfilter` dep\n[…]\ns in the future if needed.\n\nAuthors:\n - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/721",
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"headline": "update dependencies: numba (>= 0.60.0) (#721)",
"author_name": "James Lamb",
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"headline": "Use branch-25.10 again (#720)",
"author_name": "James Lamb",
"author_login": "jameslamb",
"committed_at": "2025-09-05T19:56:03Z",
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"body": "Contributes to https://github.com/rapidsai/build-planning/issues/208\r\n\r\n* uses CUDA 13.0.0 to build and test\r\n* moves some dependency pins:\r\n - `cupy`: `>=13.6.0`\r\n* declares previously-undeclared dependency on `numba-cuda`\r\n - *with pins matching the rest of RAPIDS*\r\n* other minor cleanup of `de\n[…]\nh-25.10`, once all of RAPIDS supports CUDA 13.\n\nAuthors:\n - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n - https://github.com/jakirkham\n\nURL: https://github.com/rapidsai/cuxfilter/pull/718",
"is_bot": false,
"headline": "Build and test with CUDA 13.0.0 (#718)",
"author_name": "James Lamb",
"author_login": "jameslamb",
"committed_at": "2025-08-29T22:47:58Z",
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"body": "This PR updates the rapids-dependency-file-generator hook to get https://github.com/rapidsai/dependency-file-generator/pull/163.\n\nAuthors:\n - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nApprovers:\n - James Lamb (https://github.com/jameslamb)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/719",
"is_bot": false,
"headline": "Update rapids-dependency-file-generator (#719)",
"author_name": "Kyle Edwards",
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"body": "Forward-merge branch-25.08 into branch-25.10",
"is_bot": false,
"headline": "Merge pull request #717 from rapidsai/branch-25.08",
"author_name": "gpuCI",
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"headline": "Update Changelog [skip ci]",
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"body": "Issue: https://github.com/rapidsai/build-planning/issues/207\n\nAuthors:\n - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nApprovers:\n - Bradley Dice (https://github.com/bdice)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/716",
"is_bot": false,
"headline": "Update rapids-build-backend to 0.4.1 (#716)",
"author_name": "Kyle Edwards",
"author_login": "KyleFromNVIDIA",
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"body": "Bumps the version of `actions/labeler` to `@v5` and updates the syntax in\nthe `labeler.yml` file to account for breaking changes in that version bump.\n\nxref: rapidsai/ops#2968\n\nAuthors:\n - Gil Forsyth (https://github.com/gforsyth)\n\nApprovers:\n - Bradley Dice (https://github.com/bdice)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/713",
"is_bot": false,
"headline": "ci(labeler): update labeler action to @v5 (#713)",
"author_name": "Gil Forsyth",
"author_login": "gforsyth",
"committed_at": "2025-08-04T20:10:56Z",
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"body": "Forward-merge branch-25.08 into branch-25.10",
"is_bot": false,
"headline": "Merge pull request #711 from rapidsai/branch-25.08",
"author_name": "gpuCI",
"author_login": "GPUtester",
"committed_at": "2025-07-24T20:16:42Z",
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"oid": "40ee0b001996df9937d77887eafa769de37380a8",
"body": "fixes #707\n\nAuthors:\n - Ajay Thorve (https://github.com/AjayThorve)\n\nApprovers:\n - https://github.com/jakirkham\n\nURL: https://github.com/rapidsai/cuxfilter/pull/710",
"is_bot": false,
"headline": "Remove CUDA 11 from code, docs, etc. (#710)",
"author_name": "Ajay Thorve",
"author_login": "AjayThorve",
"committed_at": "2025-07-24T20:16:38Z",
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"body": "Forward-merge branch-25.08 into branch-25.10",
"is_bot": false,
"headline": "Merge pull request #709 from rapidsai/branch-25.08",
"author_name": "gpuCI",
"author_login": "GPUtester",
"committed_at": "2025-07-17T20:12:58Z",
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"body": "…708)\n\nIn rapidsai/build-planning#187 we switched the docker image tagging scheme\nover to include the CalVer information. This was done to allow us to make\nchanges to the images during burndown without breaking release pipelines.\n\nThis PR moves all of the existing `latest` tags to the newer version\n[…]\n- Gil Forsyth (https://github.com/gforsyth)\n - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n - James Lamb (https://github.com/jameslamb)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/708",
"is_bot": false,
"headline": "fix(docker): use versioned `-latest` tag for all `rapidsai` images (#…",
"author_name": "Gil Forsyth",
"author_login": "gforsyth",
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"headline": "DOC v25.10 Updates [skip ci]",
"author_name": "Jake Awe",
"author_login": "AyodeAwe",
"committed_at": "2025-07-17T19:22:20Z",
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"body": "Now that we have dropped support for CUDA 11 we no longer require the nvidia channel.\nWith the changes in https://github.com/rapidsai/rapids-dask-dependency/pull/85, RAPIDS now only uses released versions of dask, so we no longer need the dask channel either.\nContributes to https://github.com/rapids\n[…]\n - Vyas Ramasubramani (https://github.com/vyasr)\n\nApprovers:\n - https://github.com/jakirkham\n - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/702",
"is_bot": false,
"headline": "Remove nvidia and dask channels (#702)",
"author_name": "Vyas Ramasubramani",
"author_login": "vyasr",
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"body": "Contributes to https://github.com/rapidsai/shared-workflows/issues/376\r\n\r\n* adds descriptions for all inputs to workflows triggered by `workflow_dispatch`\r\n\r\n## Notes for Reviewers\r\n\r\n### Motivation\r\n\r\nThe input descriptions show up in the UI when you go to trigger these workflows. Like this:\r\n\r\n![i\n[…]\ns `date` supposed to be in?\".\n\nAuthors:\n - James Lamb (https://github.com/jameslamb)\n\nApprovers:\n - Vyas Ramasubramani (https://github.com/vyasr)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/706",
"is_bot": false,
"headline": "add docs on CI workflow inputs (#706)",
"author_name": "James Lamb",
"author_login": "jameslamb",
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"body": "Use CUDA 12.9 throughout different build and test environments.\n\nAuthors:\n - https://github.com/jakirkham\n\nApprovers:\n - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/703",
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"headline": "Use CUDA 12.9 in Conda, Devcontainers, Spark, GHA, etc. (#703)",
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"body": "The nightly builds on cuxfilter started failing 5 days ago. This lines up with when Holoviews 1.21.0 was released. Pin to Holoviews pre-1.21.0 as a temporary measure to clear up CI.\n\nAuthors:\n - https://github.com/jakirkham\n\nApprovers:\n - Vyas Ramasubramani (https://github.com/vyasr)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/704",
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"headline": "Pin Holoviews pre-1.21.0 (#704)",
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"body": "Cleaned out some remaining `cuspatial` references recently with PR: https://github.com/rapidsai/cuxfilter/pull/700\r\n\r\nFound we missed one. Removing that here\n\nAuthors:\n - https://github.com/jakirkham\n\nApprovers:\n - Bradley Dice (https://github.com/bdice)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/701",
"is_bot": false,
"headline": "Drop one more `cuspatial` reference (#701)",
"author_name": "jakirkham",
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"committed_at": "2025-06-18T02:56:58Z",
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"body": "Previously cuSpatial was a dependency of cuxfilter. However the logic was rewritten to drop cuSpatial and drop the dependency in PR ( https://github.com/rapidsai/cuxfilter/pull/681 ) as part of 25.06. However a few cuSpatial references were either missed or snuck back in 25.08. So this cleans them u\n[…]\n\n\nAuthors:\n - https://github.com/jakirkham\n\nApprovers:\n - Ajay Thorve (https://github.com/AjayThorve)\n - Bradley Dice (https://github.com/bdice)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/700",
"is_bot": false,
"headline": "Drop unneeded cuSpatial dependency (#700)",
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"body": "Implements shellcheck work tracked in rapidsai/build-planning#135. Also adds the copyright pre-commit check\n\nAuthors:\n - Gil Forsyth (https://github.com/gforsyth)\n\nApprovers:\n - James Lamb (https://github.com/jameslamb)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/698",
"is_bot": false,
"headline": "feat(shellcheck): add shellcheck and fix all warnings (#698)",
"author_name": "Gil Forsyth",
"author_login": "gforsyth",
"committed_at": "2025-06-13T16:20:43Z",
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"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 16/22 approved changesets -- score normalized to 7",
"points": 5.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 38 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project is archived",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "GitHub workflow tokens follow principle of least privilege",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 12
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 47,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.82,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "82 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 82,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 51,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"docs/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "docs/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "docs/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 21224,
"source_files_sampled": 95,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/95 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 95,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks",
"recipes"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks, recipes",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks, recipes"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"pypi package 'cuxfilter' points at a different repository (https://github.com/rapidsai/dask-cuda); excluded from ecosystem scoring",
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-25T11:55:49.768756Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/rapidsai/cuxfilter.svg",
"full_name": "rapidsai/cuxfilter",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
