公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 11:55 UTC

rapidsai / cuxfilter

GPU accelerated cross filtering with cuDF.

Python · Jupyter NotebookApache-2.0★ 313 星标⑂ 80 复刻始于 2018年12月已归档在 GitHub 上查看 ↗

rapidsai/cuxfilter 的健康指数为 100 分中的 29 分,处于「危急」区间。 其得分最高的类别是Engineering Quality(92/100),最低的是AI Readiness(47/100)。 该仓库已归档,预计不会再有维护。

29
总分 / 100
危急

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

29
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

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

所有权

RAPIDS组织
2,452 关注者135 个公开仓库始于 2018年10月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPIcuxfilter指向其他仓库——不计分0.0.12312244 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

78良好 · 占总体的 22%
评分方式
28.8/36推送新近度 — 最近一次推送于 17 天前
22.8/36提交节奏 — 52 周中有 33 周有提交
17.2/18提交量 — 最近一年 81 次提交
0/10OpenSSF Scorecard:Maintained — project is archived
所用输入
commits_last_year81
human_commit_share1
days_since_last_push17
active_weeks_last_year33

发布纪律

92优秀
评分方式
27/27有发布版本 — 已发布 44 个发布版本
36/36发布时效 — 最近一次发布版本于 49 天前
19.8/27发布节奏 — 约每 48.7 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count44
latest_release_tagv26.06.00
releases_from_tags
days_since_latest_release49
mean_days_between_releases48.7
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

76良好 · 占总体的 18%
评分方式
40.5/60星标 — 313 个星标
15.8/25复刻 — 80 个复刻
6/15关注者 — 13 位关注者
所用输入
forks80
stars313
watchers13
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

67中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
8.8/22.5提交分布 — 头号贡献者编写了 61% 的提交
13.5/13.5贡献者广度 — 34 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 38 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled34
top_contributor_share0.609
评分方式
41.3/46.8议题解决 — 88% 的议题已关闭
35.4/38.3PR 接受 — 已裁定的 PR 中 607/655 已合并
10.5/15OpenSSF Scorecard:Code-Review — Found 16/22 approved changesets -- score normalized to 7
所用输入
merged_prs607
open_issues16
closed_issues122
issue_closed_ratio0.884
closed_unmerged_prs48
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
24.4/25所有者影响力 — rapidsai 有 2,452 位关注者
25/25既往记录 — 135 个公开仓库,账户约 7 年
所用输入
followers2,452
owner_typeOrganization
is_verified
owner_loginrapidsai
public_repos135
account_age_days2,849

工程质量

基础的工程与文档实践是否到位?

92优秀 · 占总体的 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 4 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://docs.rapids.ai/api/cuxfilter/stable/
10/10仓库描述
10/10主题标签 — 5 个主题标签
0/10Wiki
所用输入
topicsgpu, crossfilter, rapids, visualization, cudf
has_wiki
homepagehttps://docs.rapids.ai/api/cuxfilter/stable/
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

66中等 · 占总体的 16%

安全态势

66中等
评分方式
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
2.5/2.5许可证 — license file detected
0/7.5Maintained — project is archived
0/5Packaging — 无数据
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 — 无数据
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.6
已排除计分(无数据或不适用):packaging, signed_releases。 其余权重已重新归一化。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

47存在风险 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 100 次人类提交中有 82 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.82
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — docs/Makefile
22/22自动化测试
11/11Lint / 格式化配置
0/11静态类型检查
0/10可复现环境
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesdocs/Makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
55/55可控的文件大小 — 采样的 95 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes21,224
source_files_sampled95
oversized_source_files0

机器可读接口

40存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples, notebooks, recipes
所用输入
example_dirsexamples, notebooks, recipes
has_mcp_signal
api_schema_files

关键数据

313GitHub 星标
34贡献者
81最近 12 个月提交数
17距最近推送天数
44发布版本数
1巴士系数(bus factor)
16开放议题
PyPI软件包生态系统数

数据采集警告

  • 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

更多细节

Star 与 Fork 历史 0 ★ / 80 ⇿
0Star
80Fork
44发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

0204060807932018-122022-102026-07
主版本 0次版本 36修订 6

每个点涵盖 7 天。

OpenSSF Scorecard 6.6 / 10
6.6综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。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
不适用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
不适用Signed-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 16
注册表软件包版本约束清单文件
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
全部依赖 14

来自 GitHub 依赖图的完整解析依赖集合:12 个直接依赖与 2 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
PyPIbokeh直接
PyPIcertifi直接
PyPIcudf直接
PyPIcupy-cuda13x直接
PyPIdask-cudf直接
PyPIdatashader直接
PyPIgeopandas直接
PyPIholoviews直接
PyPInumba直接
PyPInumba-cuda直接
PyPInumpy直接
PyPIpanel直接
PyPIrapids-build-backend间接
PyPIsetuptools间接
依赖安全公告 未评估

本报告未能完成公告比对:No resolved dependencies carried a version and a supported ecosystem

原始 JSON 报告 机器可读
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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",
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          "headline": "tighten wheel size limits, expand CI-skipping logic, other small buil…",
          "author_name": "James Lamb",
          "author_login": "jameslamb",
          "committed_at": "2026-01-30T20:43:00Z",
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        },
        {
          "oid": "a309ed5e4d69e4d4f646baa3452e05d4da84b7ff",
          "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
        },
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          "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
        },
        {
          "oid": "ce03eebaf7835f2435dcdc8af1d61584fff37275",
          "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,
          "is_coding_agent": 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,
          "is_coding_agent": false
        },
        {
          "oid": "830a9eb297a9dbb1dc430ff5e5abb0c4c34c5bd4",
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
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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
        },
        {
          "oid": "ead3ab605513745ea834d7f92299ebf2b837c4a6",
          "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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          "oid": "be6bca24643c4750aaf58b60c79171dae79f9c6d",
          "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,
          "is_coding_agent": false
        },
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          "oid": "7edb5d3c3c42eee371a446515c8c367ba3a0832f",
          "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",
          "body_truncated": true,
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        },
        {
          "oid": "fd6192d041cf8861d4c30a518bb60f7598b169ee",
          "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,
          "is_coding_agent": false
        },
        {
          "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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          "oid": "b9964b157db60a647421bba719a661afb9994a83",
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
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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,
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        },
        {
          "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,
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          "is_bot": false,
          "headline": "Build and test with CUDA 13.0.0 (#718)",
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          "headline": "Update rapids-dependency-file-generator (#719)",
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          "headline": "Remove nvidia and dask channels (#702)",
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          "is_bot": false,
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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": "Pin Holoviews pre-1.21.0 (#704)",
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          "headline": "Drop one more `cuspatial` reference (#701)",
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          "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",
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          "body": "This adds an env var to pass the github token through to the telemetry summary shared action. The token is necessary to check if the base artifact exists. See https://github.com/rapidsai/shared-actions/pull/56 for more information.\r\n\r\nThe whitespace changes here were introduced from using yq with ra\n[…]\nre undesirable, I will revert them.\n\nAuthors:\n  - Mike Sarahan (https://github.com/msarahan)\n\nApprovers:\n  - Jake Awe (https://github.com/AyodeAwe)\n\nURL: https://github.com/rapidsai/cuxfilter/pull/697",
          "is_bot": false,
          "headline": "Adding GH_TOKEN pass-through to summarize job (#697)",
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          "headline": "Merge pull request #696 from rapidsai/branch-25.06",
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          "headline": "Remove CUDA 11 from dependencies.yaml (#694)",
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          "is_bot": false,
          "headline": "use 'rapids-init-pip' in wheel CI, other CI changes (#690)",
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                "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"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.