公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 06:00 UTC

AequilibraE / aequilibrae

aequilibrae - Python package for transportation modeling

Python · Cython自定义许可证★ 211 星标⑂ 57 复刻始于 2018年5月在 GitHub 上查看 ↗

AequilibraE/aequilibrae 的健康指数为 100 分中的 71 分,处于「良好」区间。 其得分最高的类别是Vitality(86/100),最低的是Community & Adoption(51/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

71
总分 / 100
良好

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。

71
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。

所有权

30 关注者13 个公开仓库始于 2016年2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
PyPIaequilibrae1.6.2-61108 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?

86优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
20.1/36提交节奏 — 52 周中有 29 周有提交
17/18提交量 — 最近一年 78 次提交
10/10OpenSSF Scorecard:Maintained — 23 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year78
human_commit_share1
days_since_last_push0
active_weeks_last_year29

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 51 个发布版本
27/36发布时效 — 最近一次发布版本于 108 天前
27/27发布节奏 — 约每 35.4 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count51
latest_release_tagv1.6.2
releases_from_tags
days_since_latest_release108
mean_days_between_releases35.4
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?

51中等 · 占总体的 18%
评分方式
37.7/60星标 — 211 个星标
14.6/25复刻 — 57 个复刻
5/15关注者 — 9 位关注者
所用输入
forks57
stars211
watchers9
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

44存在风险
评分方式
22.5/22.5README
16.9/22.5许可证 — 存在许可证文件,但不是可识别的许可证
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 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
4.1/22.5提交分布 — 头号贡献者编写了 82% 的提交
13.5/13.5贡献者广度 — 19 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 4 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled19
top_contributor_share0.818
评分方式
37.3/46.8议题解决 — 80% 的议题已关闭
32.2/38.3PR 接受 — 已裁定的 PR 中 519/617 已合并
13.5/15OpenSSF Scorecard:Code-Review — Found 15/16 approved changesets -- score normalized to 9
所用输入
merged_prs519
open_issues38
closed_issues149
issue_closed_ratio0.797
closed_unmerged_prs98
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
10.7/25所有者影响力 — AequilibraE 有 30 位关注者
20.3/25既往记录 — 13 个公开仓库,账户约 10 年
所用输入
followers30
owner_typeOrganization
is_verified
owner_loginAequilibraE
public_repos13
account_age_days3,799
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 108 天前
20/20版本历史 — 61 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesaequilibrae
ecosystemspypi
any_deprecated
min_days_since_publish108

工程质量

基础的工程与文档实践是否到位?

77良好 · 占总体的 20%

工程实践

68中等
评分方式
24/24CI 工作流 — 7 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 19 out of 19 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://www.aequilibrae.com
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepagehttps://www.aequilibrae.com
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?

71良好 · 占总体的 16%

安全态势

64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 — 19 out of 19 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
6.8/7.5Code-Review — Found 15/16 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 4 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
2.2/2.5许可证 — license file detected
7.5/7.5Maintained — 23 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
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
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.4
已排除计分(无数据或不适用):signed_releases。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages44
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:aequilibrae@1.6.2 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 44 个软件包。 未对可达性进行分析。

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。

60中等 · 占总体的 0%
评分方式
45/45代理指令 — .github/copilot-instructions.md
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 89 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_share0.89
agent_instruction_files.github/copilot-instructions.md
agent_instruction_max_bytes5,626
评分方式
18/18一条命令的引导启动 — docs/Makefile
22/22自动化测试
0/11Lint / 格式化配置
0/11静态类型检查
0/10可复现环境
10/10已体现的代理实践 — 最近 100 次提交中有 28 次由代理编写或署名代理
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_share0.28
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
54.8/55可控的文件大小 — 采样的 313 个源文件中有 1 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes71,808
source_files_sampled313
oversized_source_files1

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
所用输入
example_dirsexamples, notebooks
has_mcp_signal
api_schema_files

关键数据

211GitHub 星标
19贡献者
78最近 12 个月提交数
0距最近推送天数
51发布版本数
1巴士系数(bus factor)
38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

更多细节

Star 与 Fork 历史 0 ★ / 57 ⇿
0Star
57Fork
51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。

01020304050605622018-112022-082026-06
主版本 1次版本 8修订 21

每个点涵盖 7 天。

OpenSSF Scorecard 6.4 / 10
6.4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 05:59 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests19 out of 19 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 15/16 approved changesets -- score normalized to 9
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained23 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
直接依赖 12
注册表软件包版本约束清单文件
PyPInumpypyproject.toml
PyPIscipy>=1.4pyproject.toml
PyPIpyamlpyproject.toml
PyPIrequestspyproject.toml
PyPIpandas>=2.2pyproject.toml
PyPIshapely>=2.0pyproject.toml
PyPIpyprojpyproject.toml
PyPIrtreepyproject.toml
PyPIpyarrowpyproject.toml
PyPIopenmatrixpyproject.toml
PyPIgeopandaspyproject.toml
PyPItqdmpyproject.toml
全部依赖 4

来自 GitHub 依赖图的完整解析依赖集合:3 个直接依赖与 1 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
PyPIpandas直接
PyPIscipy直接
PyPIshapely直接
PyPIruff0.14.8间接
依赖安全公告 0

安装 pypi:aequilibrae@1.6.2 会引入 44 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 127730,
      "has_wiki": true,
      "homepage": "https://www.aequilibrae.com",
      "languages": {
        "QML": 34262,
        "Cython": 274694,
        "Python": 1199747
      },
      "pushed_at": "2026-07-24T07:04:30Z",
      "created_at": "2018-05-28T10:46:26Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-24T02:05:17Z",
      "description": "aequilibrae - Python package for transportation modeling",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "develop",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "Cython"
      ]
    },
    "owner": {
      "blog": null,
      "name": "AequilibraE",
      "type": "Organization",
      "login": "AequilibraE",
      "company": null,
      "location": "Australia",
      "followers": 30,
      "avatar_url": "https://avatars.githubusercontent.com/u/17537778?v=4",
      "created_at": "2016-02-29T03:36:15Z",
      "is_verified": null,
      "public_repos": 13,
      "account_age_days": 3799
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.6.2",
          "kind": "patch",
          "published_at": "2026-04-07T07:32:40Z"
        },
        {
          "tag": "v1.6.1",
          "kind": "patch",
          "published_at": "2026-03-16T07:07:53Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2026-02-19T02:16:42Z"
        },
        {
          "tag": "v1.5.2",
          "kind": "patch",
          "published_at": "2026-02-09T07:24:23Z"
        },
        {
          "tag": "v1.5.1",
          "kind": "patch",
          "published_at": "2025-12-10T06:45:29Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2025-10-01T03:07:34Z"
        },
        {
          "tag": "v1.4.3",
          "kind": "patch",
          "published_at": "2025-06-17T00:58:17Z"
        },
        {
          "tag": "v1.4.2",
          "kind": "patch",
          "published_at": "2025-05-25T05:00:24Z"
        },
        {
          "tag": "v1.4.1",
          "kind": "patch",
          "published_at": "2025-05-23T13:14:27Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2025-05-23T11:46:21Z"
        },
        {
          "tag": "v1.3.1",
          "kind": "patch",
          "published_at": "2025-05-09T11:03:33Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2025-04-30T22:07:20Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2025-03-03T06:28:51Z"
        },
        {
          "tag": "v1.1.5",
          "kind": "patch",
          "published_at": "2025-02-10T11:31:49Z"
        },
        {
          "tag": "v1.1.4",
          "kind": "patch",
          "published_at": "2025-01-15T19:44:13Z"
        },
        {
          "tag": "v1.1.3",
          "kind": "patch",
          "published_at": "2024-11-08T02:50:36Z"
        },
        {
          "tag": "v1.1.2",
          "kind": "patch",
          "published_at": "2024-11-04T00:30:21Z"
        },
        {
          "tag": "v1.1.1a",
          "kind": "other",
          "published_at": "2024-08-19T06:07:02Z"
        },
        {
          "tag": "v1.1.1",
          "kind": "patch",
          "published_at": "2024-08-19T05:33:07Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2024-07-26T23:36:48Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2024-02-25T08:30:01Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2023-12-16T11:35:28Z"
        },
        {
          "tag": "v0.9.5",
          "kind": "patch",
          "published_at": "2023-11-25T01:41:50Z"
        },
        {
          "tag": "v0.9.4",
          "kind": "patch",
          "published_at": "2023-10-09T07:21:38Z"
        },
        {
          "tag": "v0.9.3",
          "kind": "patch",
          "published_at": "2023-07-10T08:57:22Z"
        },
        {
          "tag": "V0.9.2",
          "kind": "other",
          "published_at": "2023-05-19T08:43:46Z"
        },
        {
          "tag": "v0.9.1",
          "kind": "patch",
          "published_at": "2023-05-10T01:19:57Z"
        },
        {
          "tag": "v0.9.0",
          "kind": "minor",
          "published_at": "2023-04-28T10:23:12Z"
        },
        {
          "tag": "V0.8.3",
          "kind": "other",
          "published_at": "2023-04-05T06:46:43Z"
        },
        {
          "tag": "v0.8.2",
          "kind": "patch",
          "published_at": "2023-04-05T04:05:40Z"
        },
        {
          "tag": "v0.8.1",
          "kind": "patch",
          "published_at": "2023-03-28T06:59:32Z"
        },
        {
          "tag": "V0.8.0",
          "kind": "other",
          "published_at": "2023-01-16T13:29:40Z"
        },
        {
          "tag": "V0.7.7",
          "kind": "other",
          "published_at": "2022-11-29T07:35:21Z"
        },
        {
          "tag": "V0.7.6",
          "kind": "other",
          "published_at": "2022-11-14T08:00:25Z"
        },
        {
          "tag": "V.0.7.5",
          "kind": "other",
          "published_at": "2022-11-03T09:08:57Z"
        },
        {
          "tag": "V.0.7.4",
          "kind": "other",
          "published_at": "2022-07-24T11:45:28Z"
        },
        {
          "tag": "V0.7.3",
          "kind": "other",
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          "body": "* initial commit\n\n* updates to helper methods\n\n* Resolve conflicts, linting\n\n* add check methods, move project setting to init, save output files as class property\n\n* added export of project stats\n\n* cleaned up silly errors\n\n* adds basic yaml generation\n\n* adds yaml considers links+nodes data + fix \n[…]\n, complete documentation, add CLI\n\n* .\n\n* Different table for CLI\n\n* Linting\n\n* Move test\n\n---------\n\nCo-authored-by: Tom Stephen <tom.stephen@icloud.com>\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Adds configuration file generation support for Simwrapper (#742)",
          "author_name": "Veslemøy Berge",
          "author_login": "PuttiKoselig",
          "committed_at": "2026-02-19T01:06:47Z",
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          "oid": "a283619b6c79f9999a56282ce213b7832459a271",
          "body": "* Remove old files from project root\n\n* Remove old setup files\n\n* Fix license warning\n\n* Remove ruff ignores\n\n* Ruff check with fixes\n\n* Ruff format\n\n* warning stacklevel\n\n* Unused loop variables\n\n* Correct some imports\n\nApparently having a file have a different module path than were it lived isn't \n[…]\nore MANIFEST.in, still required\n\n* Bad import whoosp\n\n* Fix test that I broke\n\n* Add __all__ to modules\n\n* Fix long lines and some star imports\n\n* Fix import\n\n* Add backwards compatible module aliases",
          "is_bot": false,
          "headline": "Repository gardening (#757)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2026-02-17T02:06:01Z",
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        {
          "oid": "32c6eaa5a087c52259602e271b8b3fd8ed60fdc2",
          "body": "* Initial plan\n\n* Add comprehensive VDF documentation with visualizations\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\n\n* Update assignment_procedures.rst to reference dedicated VDF page\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\n\n*\n[…]\nges\n\n* Remove beta arg\n\n---------\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\nCo-authored-by: Pedro Camargo <c@margo.co>\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Add VDF documentation with behavioral analysis and visualizations (#759)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-02-16T23:15:03Z",
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          "body": "* Cleans imports\n\n* Reduces MacOS testing\n\n* Update tests/aeq/log/test_log.py\n\n* .\n\n* Fixes imports",
          "is_bot": false,
          "headline": "Cleans imports (#760)",
          "author_name": "Pedro Camargo",
          "author_login": "pedrocamargo",
          "committed_at": "2026-02-16T05:52:07Z",
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        {
          "oid": "0ce291315037b5b5c6c26eb10029d8c124f9a850",
          "body": "… (#748)\n\n* Initial plan\n\n* Allow pandas 3 and update pandas usage\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\n\n* Improve parquet engine detection messaging\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\n\n* Removes support for Python 3\n[…]\nestion from @Jake-Moss\n\n---------\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\nCo-authored-by: Pedro Camargo <c@margo.co>\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Enable pandas 3+ compatibility across dependencies and runtime checks…",
          "author_name": "Copilot",
          "author_login": "Copilot",
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        {
          "oid": "aa43f9d2f43e060eff03ecd69c5d64a6d199cf3a",
          "body": "* Add Akcelik VDF\n\nNote: the parameter 'tau' value has typical `8` factor absorbed into it. Users should supply `8 * tau` to match other\ncommon usages.\n\n* Lint\n\n* Add test\n\n* Update aequilibrae/paths/traffic_assignment.py",
          "is_bot": false,
          "headline": "Add Akcelik VDF (#753)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2026-02-13T00:29:21Z",
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          "oid": "baf2851657d31574ea1068383eef4e1179a4c07e",
          "body": "* Initial plan\n\n* Fix typos in docs and comments\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\n\n* Update aequilibrae/project/database_specification/network/tables/matrices.sql\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* Update aequilibrae/\n[…]\ngithub.com>\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\nCo-authored-by: Pedro Camargo <c@margo.co>\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Normalize typos across docs and inline comments (#751)",
          "author_name": "Copilot",
          "author_login": "Copilot",
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          "body_truncated": true,
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          "body": null,
          "is_bot": false,
          "headline": "Fixes subclassing (#752)",
          "author_name": "Pedro Camargo",
          "author_login": "pedrocamargo",
          "committed_at": "2026-02-11T06:10:43Z",
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          "oid": "5af50244550d5dd3d19808bed51cc68b281f0d03",
          "body": "* Initial plan\n\n* Fix typo: applcations -> applications\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\n\n* Update docs/source/examples/other_applications/readme.rst\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: copilot\n[…]\ngithub.com>\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\nCo-authored-by: Pedro Camargo <c@margo.co>\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix typo: applcations → applications (#750)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-02-10T23:48:30Z",
          "body_truncated": true,
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          "oid": "74b57a41924988238da92aaed9865c1b415ffda6",
          "body": "* New link-breaking procedure\n\n* Improves on path computation and path-retracing\n\n* .\n\n* .\n\n* .\n\n* makes sure code application is consistent\n\n* .\n\n* consolidation\n\n* consolidation\n\n* consolidation\n\n* consolidation\n\n* .\n\n* First take on map-matching\n\n* Centroid optimisation\n\n* Centroid optimisation\n\n\n[…]\nsses comments\n\n* Addresses comments\n\n* Updates version\n\n* Updates version\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Pedro/separate pt map match (#746)",
          "author_name": "Pedro Camargo",
          "author_login": "pedrocamargo",
          "committed_at": "2026-02-09T07:18:28Z",
          "body_truncated": true,
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          "body": null,
          "is_bot": false,
          "headline": "Adds missing elements (#747)",
          "author_name": "Pedro Camargo",
          "author_login": "pedrocamargo",
          "committed_at": "2026-02-03T03:29:22Z",
          "body_truncated": false,
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        {
          "oid": "1a902d6b562b5104d71982f3623bcf4e637e1ae2",
          "body": "…orms (#743)\n\n* Try to load spatialite from the AEQ_SPATIALITE_DIR first on all platforms\n\n* Chain the exceptions",
          "is_bot": false,
          "headline": "Try to load spatialite from the AEQ_SPATIALITE_DIR first on all platf…",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2026-01-29T02:08:33Z",
          "body_truncated": false,
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        {
          "oid": "6b6353e74a598a149920a57cb7b91a3fe15e75b7",
          "body": "* Update code coverage CI, upload annotated files and summary\n\n* Setup uv instead of Python\n\n* Seems like uv run builds the project anyway?\n\n* Missing backslash\n\n* Include tests deps",
          "is_bot": false,
          "headline": "Update code coverage CI, upload annotated files and summary (#739)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-12-15T22:26:13Z",
          "body_truncated": false,
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        },
        {
          "oid": "0ac336d1081f483c33c4ef3a0ded16cfa2e53edd",
          "body": "* Drop compile time numpy dependency, unpin tables\n\nThis favours <stdint> type declarations for fixed-width integers over numpy. float64/float32 still need to be\ndouble/float.\n\n* Whoops, we don't want memory views there\n\n* Remove bad indent\n\n* .\n\n* .\n\n* .\n\n* .\n\n* Hack and slash the multithreading aw\n[…]\nist but don't uninstall it\n\n* Disable threaded read in test\n\n* .\n\n* Was it really the DYLD_LIBRARY_PATH prepend this whole time?\n\n* Update pyproject.toml\n\n* Remove pytest-xdist on macos before testing",
          "is_bot": false,
          "headline": "Drop compile time numpy dependency, unpin tables (#741)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-12-15T07:15:47Z",
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          "oid": "c9a289d6e78e14872beba9411658429f7440fd1b",
          "body": null,
          "is_bot": false,
          "headline": "1.5.1 release (#738)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-12-10T06:43:11Z",
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          "oid": "5cbfba782802d08b772cf2b7d3fbf8ff6f8e5345",
          "body": "* test that logs skipped route_types\n\n* lint\n\n* Warn about empty list after filtering\n\n---------\n\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "test that logs skipped route_types (#569)",
          "author_name": "Jamie Cook",
          "author_login": "jamiecook",
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          "body_truncated": false,
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        {
          "oid": "1f1a2d76e1021b2bf7b7d4938d6e206192d4421f",
          "body": "* Mark existing migrations as \"SKIPPED\" when creating new model\n\nMigrations exist to upgrade old database specs to new ones. When\ncreating a new model the migrations that are present are not\nrelevant, so we mark them as skipped.\n\nWe must ensure that the new schemas and the migrated schemas are\ncompatible.\n\n* Use pathlib over os.path",
          "is_bot": false,
          "headline": "Mark existing migrations as \"SKIPPED\" when creating new model (#725)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-12-08T06:35:02Z",
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        {
          "oid": "266071bdea0611a0c9e11707b5ae4cdb3a58f067",
          "body": "* Enable macos testing\n\n* macos set c compiler\n\n* are cxx/cc set?\n\n* move compiler vars\n\n* env for macos only\n\n* .\n\n* separate dependencies for macos\n\n* add hfd5\n\n* remove hdf5 stuff, drop py 3.9\n\n* uv for python\n\n* .\n\n* .\n\n* Try a python venv\n\n* fix windows venv activation\n\n* split install dependen\n[…]\nn-preference for venv\n\n* Use uv run to avoid venv activation\n\n* Whoops, '!==' -> '!='\n\n* raise ulimit\n\n* .\n\n* .\n\n* .\n\n* Document ulimit upping\n\n---------\n\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Enable macos testing (#736)",
          "author_name": "Tom Stephen",
          "author_login": "tomstephen",
          "committed_at": "2025-12-08T05:16:08Z",
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        {
          "oid": "73bb7a4d88cf1b8676331d18d54a573e4dcdff27",
          "body": "…rsion (#737)\n\n* Drop 3.9 support, drop black, bump ruff, set tables minimum version\n\n* Ruff lint and format (with fixes)\n\n* Bump actions, drop 3.9 from testing and linting\n\n* Add strict=True for all zip operations\n\nThis is the \"loud but more correct\" option, previously zip would\nsilently exit when \n[…]\nnow requires\nthat zip calls have an explicit strict arg. strict=False would\nmirror previous behaviour, but it was probably not what we wanted\nin the first place.\n\n* Skip 3.9 wheel builds, pin pandas<3",
          "is_bot": false,
          "headline": "Drop Python 3.9 support, drop black, bump ruff, set tables minimum ve…",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
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        {
          "oid": "67bf201f171710b34dfad5ce5ec5822c2d3b71e8",
          "body": "* Prevent \"No project parameters\" warning on import\n\n* .\n\n* Fix type hint\n\n* .\n\n* .",
          "is_bot": false,
          "headline": "Prevent \"No project parameters\" warning on import (#735)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-11-28T01:44:53Z",
          "body_truncated": false,
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        {
          "oid": "2cf9b9817731d02c80906467e1ef4381ec26ba2f",
          "body": "* change multiprocessing start method on macos\n\n* linting\n\n* Sort imports, log a critical message when failing to set the start method\n\n* Try not setting CXX and CC\n\n* Remove macos from wheel-building\n\n* Clarrify compiler requirements\n\n* Apply suggestions from code review\n\n---------\n\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Fix segfault on ARM MacOS caused by multiprocessing (#732)",
          "author_name": "Tom Stephen",
          "author_login": "tomstephen",
          "committed_at": "2025-11-24T03:36:53Z",
          "body_truncated": false,
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        {
          "oid": "ac22b74ba1add496b43986724cbdfb6a5002bdaf",
          "body": "* add example\n\n* Add arguments to ignore a database during an upgrade\n\nUse with care.\n\n* Update seealso field\n\n* Clarify doc string for ignoring upgrades\n\n* Update aequilibrae/project/project.py\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Jake Moss <jake@outerloop.io>\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add project upgrade example (#727)",
          "author_name": "Renata Imai",
          "author_login": "r-akemii",
          "committed_at": "2025-10-15T13:24:45Z",
          "body_truncated": false,
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        {
          "oid": "a3b434c5bab3f546683b0669bfe5162d3eb075be",
          "body": "* references to API\n\n* .\n\n* docs\n\n* Update check_documentation_versions.py\n\n* typos and broken links",
          "is_bot": false,
          "headline": "Fix broken references in docs (#724)",
          "author_name": "Renata Imai",
          "author_login": "r-akemii",
          "committed_at": "2025-10-06T10:36:32Z",
          "body_truncated": false,
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        {
          "oid": "c6e9ec0bb358451730f5a9789e6a9afb2b3758fd",
          "body": "* Add bulk centroid connector creation method\n\n* Lint\n\n* Better errors\n\n* Lint (ruff vs black again)\n\n* Whoops, revert this\n\n* Add option to remove aeq prefix on trigger removal\n\n* Lint\n\n* Once again forgot that we support 3.9\n\n* Use concat operator over concat function",
          "is_bot": false,
          "headline": "Add bulk centroid connector creation method (#721)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-09-29T20:57:14Z",
          "body_truncated": false,
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        {
          "oid": "9ebef497a30e6d388e382b9475ea6588e8b102d7",
          "body": null,
          "is_bot": false,
          "headline": "update triggers (#722)",
          "author_name": "Renata Imai",
          "author_login": "r-akemii",
          "committed_at": "2025-09-29T11:17:46Z",
          "body_truncated": false,
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        },
        {
          "oid": "fb8be9bf576fd40364fa104f64b52ca9b1894a7e",
          "body": "* add missing references and fix strings\n\n* Make API docs recursive\n\n* Apply suggestions from code review\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* api references\n\n* .\n\n---------\n\nCo-authored-by: Jake Moss <jake@outerloop.io>\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Missing references on API docs (#720)",
          "author_name": "Renata Imai",
          "author_login": "r-akemii",
          "committed_at": "2025-09-09T03:53:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0358c810701835f09bacd0ba12e81379c5b265d4",
          "body": "* Bug fixes for scenarios, always use root run module\n\nDon't switch to a scenario that doesn't exist\n\n* Update tests/aeq/project/test_scenarios.py\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Bug fixes for scenarios (#719)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-09-02T07:54:02Z",
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          "oid": "529f5f182051c9b441a61f1977b50580efb934b7",
          "body": "* Better tests for scenarios\n\n* Apply suggestions from code review\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* Linting\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Better tests for scenarios (#717)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-08-28T10:55:13Z",
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          "oid": "eb56acecf26d299356183cd6802f53ce70fb0a78",
          "body": "* Add basic scenario support\n\n* Update reference files\n\n* Fix file copy\n\n* Linting\n\n* Add tests for scenario switching\n\n* Lint\n\n* Add reference_table column to results table\n\n* Remove most references to \"database_connection\" and manual database opening\n\n* Remove more references, but not all\n\n* Remov\n[…]\n.py\n\nCo-authored-by: Pedro Camargo <c@margo.co>\n\n* Missed some in the rename\n\n---------\n\nCo-authored-by: Pedro Camargo <c@margo.co>\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Support multiple scenarios (#679)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-08-26T11:02:35Z",
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        {
          "oid": "a14852e3cf2bb550878eca746314fdfe04265cfb",
          "body": "* Add abs to derivative sign check, bpr derivative should be 0 when link flows are 0\n\n* .\n\n* Disable progress bar in CI\n\n* Lint\n\n* Revert VDF changes\n\n* In convergence check abort early\n\n---------\n\nCo-authored-by: Pedro Camargo <c@margo.co>\nCo-authored-by: Jan Zill <jzill@anl.gov>",
          "is_bot": false,
          "headline": "Add abs to derivative sign check (#712)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-08-22T06:49:28Z",
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        {
          "oid": "a8e18675ce0a4cbd3cbe7031eef7439ea210adbb",
          "body": "…get properly deleted (#709)\n\n* Guarantees that even tables that start in digits or that have spaces get properly deleted\n\n* Swap quotes\n\n* Insert the matrix core into the .matrix dict when computing computation view\n\n---------\n\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Guarantees that even tables that start in digits or that have spaces …",
          "author_name": "Pedro Camargo",
          "author_login": "pedrocamargo",
          "committed_at": "2025-08-18T08:09:54Z",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 71,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 64,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 6.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "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": "19 out of 19 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 15/16 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "23 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "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 not detected",
                "points": 0,
                "status": "missed",
                "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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "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": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:aequilibrae@1.6.2 runtime dependency closure — what installing the published package pulls in — 44 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:aequilibrae@1.6.2",
                  "assessed": 44
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 44,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 44,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 7
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 60,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.89,
              "agent_instruction_files": [
                ".github/copilot-instructions.md"
              ],
              "agent_instruction_max_bytes": 5626
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md"
                    }
                  }
                ],
                "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": "89 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 89,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.28,
              "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": 0,
                "status": "missed",
                "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": "28 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 28,
                      "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": 71808,
              "source_files_sampled": 313,
              "oversized_source_files": 1
            },
            "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": "1/313 source files over 60KB",
                "points": 54.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 313,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "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",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T06:00:10.186689Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/AequilibraE/aequilibrae.svg",
  "full_name": "AequilibraE/aequilibrae",
  "license_state": "custom",
  "license_spdx": null
}

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.