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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-25 11:55 UTC

rapidsai / cuxfilter

GPU accelerated cross filtering with cuDF.

Python · Jupyter NotebookApache-2.0★ 313 Sterne⑂ 80 Forksseit Dez. 2018archiviertAuf GitHub ansehen ↗

rapidsai/cuxfilter erreicht einen Gesundheitsindex von 29 von 100 und liegt damit im Bereich Kritisch. Am stärksten schneidet es bei Engineering Quality (92/100) ab, am schwächsten bei AI Readiness (47/100). Das Repository ist archiviert, weitere Wartung ist daher nicht zu erwarten.

29
gesamt / 100
Kritisch

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

29
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.

Eigentümerschaft

RAPIDSOrganisation
2.452 Follower135 öffentliche Reposseit Okt. 2018

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIcuxfilterverweist auf ein anderes Repo — nicht bewertet0.0.1231vor 2244 Tagen

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

78Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
28.8/36Push-Aktualität — letzter Push vor 17 Tagen
22.8/36Commit-Rhythmus — 33/52 Wochen mit Commits
17.2/18Commit-Volumen — 81 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — project is archived
Verwendete Eingangsdaten
commits_last_year81
human_commit_share1
days_since_last_push17
active_weeks_last_year33
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 44 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 49 Tagen
19.8/27Release-Rhythmus — ein Release etwa alle 48,7 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count44
latest_release_tagv26.06.00
releases_from_tagsnein
days_since_latest_release49
mean_days_between_releases48,7
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

76Gut · 18 % des Gesamtindex
Wie die Bewertung erfolgt
40.5/60Stars — 313 Stars
15.8/25Forks — 80 Forks
6/15Watcher — 13 Watcher
Verwendete Eingangsdaten
forks80
stars313
watchers13
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

67Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
8.8/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 61 % der Commits
13.5/13.5Breite der Beitragenden — 34 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 38 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled34
top_contributor_share0,609
Wie die Bewertung erfolgt
41.3/46.8Issue-Lösungsquote — 88 % der Issues geschlossen
35.4/38.3PR-Annahme — 607/655 entschiedene PRs gemergt
10.5/15OpenSSF Scorecard: Code-Review — Found 16/22 approved changesets -- score normalized to 7
Verwendete Eingangsdaten
merged_prs607
open_issues16
closed_issues122
issue_closed_ratio0,884
closed_unmerged_prs48
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
24.4/25Reichweite des Inhabers — 2.452 Follower von rapidsai
25/25Kontohistorie — 135 öffentliche Repos, Kontoalter ca. 7 Jahre
Verwendete Eingangsdaten
followers2.452
owner_typeOrganization
is_verified
owner_loginrapidsai
public_repos135
account_age_days2.849

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

92Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 4 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://docs.rapids.ai/api/cuxfilter/stable/
10/10Repository-Beschreibung
10/10Topics — 5 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsgpu, crossfilter, rapids, visualization, cudf
has_wikinein
homepagehttps://docs.rapids.ai/api/cuxfilter/stable/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

66Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-Review — Found 16/22 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 38 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
0/7.5Maintained — project is archived
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

47Gefährdet · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 82 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,82
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — docs/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_filesdocs/Makefile
has_devcontainernein
has_linter_configja
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/95 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes21.224
source_files_sampled95
oversized_source_files0
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples, notebooks, recipes
Verwendete Eingangsdaten
example_dirsexamples, notebooks, recipes
has_mcp_signalnein
api_schema_files

Eckdaten

313GitHub-Sterne
34Mitwirkende
81Commits, letzte 12 Monate
17Tage seit letztem Push
44Releases
1Bus-Faktor
16offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • 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

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 80 ⇿
0Sterne
80Forks
44Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

0204060807932018-122022-102026-07
Major 0Minor 36Patch 6

Jeder Punkt umfasst 7 Tage.

OpenSSF Scorecard 6.6 / 10
6.6Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-25 11:55 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 16/22 approved changesets -- score normalized to 7
10Contributorsproject has 38 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject is archived
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 16
RegistryPaketVersionsvorgabeManifest
PyPIbokeh>=3.1,<=3.6.3python/pyproject.toml
PyPIcertifi>=2026.1.4python/pyproject.toml
PyPIcudf==26.6.*,>=0.0.0a0python/pyproject.toml
PyPIcupy-cuda13x>=13.6.0,!=14.0.0,!=14.1.0python/pyproject.toml
PyPIdask-cudf==26.6.*,>=0.0.0a0python/pyproject.toml
PyPIdatashader>=0.15python/pyproject.toml
PyPIgeopandas>=0.11.0python/pyproject.toml
PyPIholoviews>=1.16.0,<1.21.0python/pyproject.toml
PyPIjupyter-server-proxypython/pyproject.toml
PyPInumba-cuda>=0.22.2,<0.29.0python/pyproject.toml
PyPInumba>=0.60.0,<0.65.0python/pyproject.toml
PyPInumpy>=1.23,<3.0python/pyproject.toml
PyPIpackagingpython/pyproject.toml
PyPIpanel>=1.0python/pyproject.toml
PyPIrequestspython/pyproject.toml
PyPIshapelypython/pyproject.toml
Alle Abhängigkeiten 14

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 12 direkte und 2 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIbokehdirekt
PyPIcertifidirekt
PyPIcudfdirekt
PyPIcupy-cuda13xdirekt
PyPIdask-cudfdirekt
PyPIdatashaderdirekt
PyPIgeopandasdirekt
PyPIholoviewsdirekt
PyPInumbadirekt
PyPInumba-cudadirekt
PyPInumpydirekt
PyPIpaneldirekt
PyPIrapids-build-backendindirekt
PyPIsetuptoolsindirekt
Abhängigkeits-Advisories nicht bewertet

Der Advisory-Abgleich konnte für diesen Bericht nicht ausgeführt werden: No resolved dependencies carried a version and a supported ecosystem

JSON-Rohbericht maschinenlesbar
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          "headline": "Merge pull request #776 from rapidsai/release/26.04",
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          "body": "Contributes to https://github.com/rapidsai/build-planning/issues/246\n\nFinishes the work of dropping Python 3.10 support.\n\nThis project stopped building / testing against Python 3.10 as of https://github.com/rapidsai/shared-workflows/pull/494\nThis PR updates configuration and docs to reflect that.\n\n#\n[…]\nt grep '310'\ngit grep 'py310'\n```\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/762",
          "is_bot": false,
          "headline": "Drop Python 3.10 support (#762)",
          "author_name": "Gil Forsyth",
          "author_login": "gforsyth",
          "committed_at": "2026-01-29T18:16:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7d929182203aa2caeb84562873177d498be89697",
          "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",
          "committed_at": "2026-01-29T02:03:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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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",
          "committed_at": "2026-01-26T19:03:56Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "fix(build): build package on merge to `release/*` branch (#760)",
          "author_name": "Gil Forsyth",
          "author_login": "gforsyth",
          "committed_at": "2026-01-26T19:03:51Z",
          "body_truncated": false,
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        },
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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",
          "committed_at": "2026-01-20T16:26:49Z",
          "body_truncated": false,
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        },
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          "oid": "e50cf91d5267f79d36c273947e8e9d671a014453",
          "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…",
          "author_name": "Mike McCarty",
          "author_login": "mmccarty",
          "committed_at": "2026-01-20T13:37:05Z",
          "body_truncated": true,
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          "body": null,
          "is_bot": false,
          "headline": "Update to 26.04.00 (#756)",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2026-01-16T16:07:06Z",
          "body_truncated": false,
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        },
        {
          "oid": "940d9228b54a9b70f232f1622ccca87950338c4f",
          "body": null,
          "is_bot": false,
          "headline": "Prepare release/26.02",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2026-01-16T15:50:47Z",
          "body_truncated": false,
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          "oid": "53d9d13a4bbd27877c4cbb05434096d761c836f2",
          "body": "This reverts commit 940d9228b54a9b70f232f1622ccca87950338c4f.",
          "is_bot": false,
          "headline": "Revert \"Prepare release/26.02\"",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2026-01-16T15:50:47Z",
          "body_truncated": false,
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        },
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          "oid": "0859045cd89dcd767027dc407a021dc8107d8c84",
          "body": null,
          "is_bot": false,
          "headline": "Use main shared-workflows branch (#755)",
          "author_name": "James Lamb",
          "author_login": "jameslamb",
          "committed_at": "2026-01-14T16:18:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89698ecf60e29eb08a37af510311a150dc889a4d",
          "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",
          "committed_at": "2026-01-05T21:32:54Z",
          "body_truncated": false,
          "is_coding_agent": 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",
          "committed_at": "2026-01-05T17:14:30Z",
          "body_truncated": false,
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        },
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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…",
          "author_name": "James Lamb",
          "author_login": "jameslamb",
          "committed_at": "2026-01-02T18:40:45Z",
          "body_truncated": true,
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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",
          "author_login": "jameslamb",
          "committed_at": "2026-01-02T16:00:51Z",
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        },
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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",
          "committed_at": "2025-12-22T22:15:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8581434930619c2abff3ba72b816bc31233f8175",
          "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",
          "body_truncated": false,
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        },
        {
          "oid": "e082b950131824710bb5d6f531305317ec75a828",
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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",
          "committed_at": "2025-12-05T20:41:38Z",
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        },
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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",
          "committed_at": "2025-12-04T18:56:53Z",
          "body_truncated": false,
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        },
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          "oid": "661d58fe30d621e1158f3fd0197c3f74f9319956",
          "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",
          "committed_at": "2025-12-02T21:55:28Z",
          "body_truncated": true,
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          "oid": "8a0280d5d3e3344a3238c116ba3b9c76a5f7fc39",
          "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[…]\nm/rapidsai/build-planning/issues/14\n\nAuthors:\n  - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n  - Gil Forsyth (https://github.com/gforsyth)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/744",
          "is_bot": false,
          "headline": "Use strict priority in CI conda tests (#744)",
          "author_name": "Bradley Dice",
          "author_login": "bdice",
          "committed_at": "2025-11-21T16:49:33Z",
          "body_truncated": true,
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        },
        {
          "oid": "89a49ae8a14bb79faa5977e9c02986907feba67b",
          "body": null,
          "is_bot": false,
          "headline": "Revert \"Forward-merge release/25.12 into main\" (#742)",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2025-11-17T14:52:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5edbb24da7567f0fa985ce25b88bd1177bff6efc",
          "body": "Forward-merge release/25.12 into main",
          "is_bot": false,
          "headline": "Merge pull request #741 from rapidsai/release/25.12",
          "author_name": "gpuCI",
          "author_login": "GPUtester",
          "committed_at": "2025-11-17T14:52:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8fd2718e69f2b3c742f533b8135328a9d41bdf1",
          "body": null,
          "is_bot": false,
          "headline": "Update for release branch release/25.12",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2025-11-17T14:52:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d42053995e73b2f01bb9fd35614dafb877273b1c",
          "body": null,
          "is_bot": false,
          "headline": "Update to 26.02.00 (#740)",
          "author_name": "Jake Awe",
          "author_login": "AyodeAwe",
          "committed_at": "2025-11-17T14:50:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58640ac737d0dec186b1012bdde3e7b9827d4b73",
          "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",
          "is_bot": false,
          "headline": "refactored update-version.sh to handle new branching strategy (#739)",
          "author_name": "Nate Rock",
          "author_login": "rockhowse",
          "committed_at": "2025-11-13T18:38:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c010315a3875b0571267bbcbed7642286f26c814",
          "body": "… (#737)\n\nThis fixes a conda environment creation command to support both `x86_64` and `aarch64` systems.\n\nAuthors:\n  - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n  - Matthew Murray (https://github.com/Matt711)\n  - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/737",
          "is_bot": false,
          "headline": "Use current system architecture in conda environment creation command…",
          "author_name": "Bradley Dice",
          "author_login": "bdice",
          "committed_at": "2025-11-12T18:27:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "0d5f22b142f9a34fc19d629a0200d2729217c795",
          "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",
          "is_bot": false,
          "headline": "Require CUDA 12.2+ (#735)",
          "author_name": "jakirkham",
          "author_login": "jakirkham",
          "committed_at": "2025-10-31T17:49:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f50292a392c4320b6fdc1112701a5fcc4c5dea8",
          "body": "Issue: https://github.com/rapidsai/build-infra/issues/297\n\nAuthors:\n  - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nApprovers:\n  - Robert Maynard (https://github.com/robertmaynard)\n  - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/736",
          "is_bot": false,
          "headline": "Use SPDX for all copyright headers (#736)",
          "author_name": "Kyle Edwards",
          "author_login": "KyleFromNVIDIA",
          "committed_at": "2025-10-30T20:36:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65ce559a3f376248b030b464091611a47b1c94c2",
          "body": "Issue: https://github.com/rapidsai/build-planning/issues/130\n\nAuthors:\n  - Kyle Edwards (https://github.com/KyleFromNVIDIA)\n\nApprovers:\n  - Bradley Dice (https://github.com/bdice)\n  - Ajay Thorve (https://github.com/AjayThorve)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/734",
          "is_bot": false,
          "headline": "Use ruff-check and ruff-format instead of flake8, black (#734)",
          "author_name": "Kyle Edwards",
          "author_login": "KyleFromNVIDIA",
          "committed_at": "2025-10-27T16:04:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8fff2b05e9024c3a5fe3adbe5a9e62d8dac524f8",
          "body": "Contributes to https://github.com/rapidsai/build-planning/issues/224\n\n## Notes for Reviewers\n\nThis is safe to admin-merge because the change is a no-op... configs on those 2 branches are identical.\n\nAuthors:\n  - Bradley Dice (https://github.com/bdice)\n\nApprovers:\n  - Nate Rock (https://github.com/rockhowse)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/732",
          "is_bot": false,
          "headline": "Use main shared-workflows branch (#732)",
          "author_name": "Bradley Dice",
          "author_login": "bdice",
          "committed_at": "2025-10-21T18:29:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c179441ee1377d5b095c620db955a3ed97117d53",
          "body": null,
          "is_bot": false,
          "headline": "Use main branch (#730)",
          "author_name": "Bradley Dice",
          "author_login": "bdice",
          "committed_at": "2025-10-20T19:53:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b90e65827d282d4f292d6b23c18fd69d3be61ed",
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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        ],
        "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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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

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