公开记录良好
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-28 14:49 UTC
gabrieldemarmiesse / python-on-whales
An awesome Python wrapper for an awesome Docker CLI!
gabrieldemarmiesse/python-on-whales 的健康指数为 100 分中的 70 分，处于「良好」区间。 其得分最高的类别是Engineering Quality（85/100），最低的是Security（52/100）。 最近一次更新在 30 天前。 近期的大部分工作由 1 位贡献者完成。
70
总分 / 100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。
70
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）
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
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 |
|---|---|---|---|---|---|
| PyPI | python-on-whales | 0.81.0 | 12,474,237 | 101 | 141 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？
64
开发活跃度
52中等
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 30 天前 |
| 8.3/36 | 提交节奏 — 52 周中有 12 周有提交 |
| 12.6/18 | 提交量 — 最近一年 24 次提交 |
| 2/10 | OpenSSF Scorecard：Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2 |
所用输入
| commits_last_year | 24 |
| human_commit_share | 1 |
| days_since_last_push | 30 |
| active_weeks_last_year | 12 |
发布纪律
82良好
评分方式
| 27/27 | 有发布版本 — 已发布 100 个发布版本 |
| 27/36 | 发布时效 — 最近一次发布版本于 141 天前 |
| 19.8/27 | 发布节奏 — 约每 61 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 100 |
| latest_release_tag | v0.81.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 141 |
| mean_days_between_releases | 61 |
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？
77
流行度与采用
68中等
评分方式
| 46.2/60 | 星标 — 708 个星标 |
| 17.6/25 | 复刻 — 130 个复刻 |
| 4.3/15 | 关注者 — 7 位关注者 |
所用输入
| forks | 130 |
| stars | 708 |
| watchers | 7 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
70良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
100优秀
评分方式
| 80/80 | 月度下载量 — pypi 合计每月 12,474,237 次下载 |
| 0/20 | 注册表被依赖数 — 该生态系统不报告此项 |
所用输入
| packages | python-on-whales |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 12,474,237 |
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。
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？
69
维护者韧性（巴士系数）
38存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 5.1/22.5 | 提交分布 — 头号贡献者编写了 77% 的提交 |
| 13.5/13.5 | 贡献者广度 — 80 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 8 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 80 |
| top_contributor_share | 0.774 |
议题与 PR 响应能力
82良好
评分方式
| 35.7/46.8 | 议题解决 — 76% 的议题已关闭 |
| 35.6/38.3 | PR 接受 — 已裁定的 PR 中 455/489 已合并 |
| 10.5/15 | OpenSSF Scorecard：Code-Review — Found 22/30 approved changesets -- score normalized to 7 |
所用输入
| merged_prs | 455 |
| open_issues | 52 |
| closed_issues | 168 |
| issue_closed_ratio | 0.764 |
| closed_unmerged_prs | 34 |
所有权与托管责任
67中等
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 18.7/25 | 所有者影响力 — gabrieldemarmiesse 有 403 位关注者 |
| 25/25 | 既往记录 — 86 个公开仓库，账户约 11 年 |
所用输入
| followers | 403 |
| owner_type | User |
| is_verified | — |
| owner_login | gabrieldemarmiesse |
| public_repos | 86 |
| account_age_days | 4,061 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
软件包维护
100优秀
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 141 天前 |
| 20/20 | 版本历史 — 101 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
| packages | python-on-whales |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 141 |
工程质量
基础的工程与文档实践是否到位？
85
工程实践
92优秀
评分方式
| 24/24 | CI 工作流 — 3 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — .flake8 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard：CI-Tests — 24 out of 25 merged PRs checked by a CI test -- score normalized to 9 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
文档
75良好
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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？
52
安全态势
40存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.2/2.5 | CI-Tests — 24 out of 25 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 5.2/7.5 | Code-Review — Found 22/30 approved changesets -- score normalized to 7 |
| 2.5/2.5 | Contributors — project has 8 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 1.5/7.5 | Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 20 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.1 |
已排除计分（无数据或不适用）：branch_protection, signed_releases。 其余权重已重新归一化。
依赖安全公告
100优秀
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
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 5 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
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:python-on-whales@0.81.0 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 5 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。
54
AI 代理上下文与指引
40存在风险
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 78 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.78 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — .flake8 |
| 11/11 | 静态类型检查 — python_on_whales/py.typed |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 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 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | python_on_whales/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
81良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（python_on_whales/py.typed） |
| 54.4/55 | 可控的文件大小 — 采样的 93 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 86,016 |
| source_files_sampled | 93 |
| oversized_source_files | 1 |
关键数据
708GitHub 星标
80贡献者
24最近 12 个月提交数
30距最近推送天数
100发布版本数
1巴士系数（bus factor）
52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
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
更多细节
Star 与 Fork 历史 0 ★ / 130 ⇿
0Star
130Fork
94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。
主版本 0次版本 73修订 19
每个点涵盖 6 天。
OpenSSF Scorecard 4.1 / 10
4.1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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 9 | CI-Tests | 24 out of 25 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 7 | Code-Review | Found 22/30 approved changesets -- score normalized to 7 |
| 10 | Contributors | project has 8 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 2 | Maintained | 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 20 existing vulnerabilities detected |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
依赖安全公告 0
安装 pypi:python-on-whales@0.81.0 会引入 5 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": 3106,
"has_wiki": true,
"homepage": null,
"languages": {
"HCL": 340,
"Shell": 935,
"Python": 663166,
"Dockerfile": 323
},
"pushed_at": "2026-06-27T15:27:51Z",
"created_at": "2020-08-30T18:10:19Z",
"owner_type": "User",
"updated_at": "2026-07-28T04:43:36Z",
"description": "An awesome Python wrapper for an awesome Docker CLI!",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "master",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "Gabriel de Marmiesse",
"type": "User",
"login": "gabrieldemarmiesse",
"company": "Kyutai",
"location": "Paris, France",
"followers": 403,
"avatar_url": "https://avatars.githubusercontent.com/u/12891691?v=4",
"created_at": "2015-06-15T07:51:55Z",
"is_verified": null,
"public_repos": 86,
"account_age_days": 4061
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.81.0",
"kind": "minor",
"published_at": "2026-03-09T14:17:07Z"
},
{
"tag": "v0.80.0",
"kind": "minor",
"published_at": "2026-01-10T18:00:33Z"
},
{
"tag": "v0.79.0",
"kind": "minor",
"published_at": "2025-10-24T09:06:42Z"
},
{
"tag": "v0.78.0",
"kind": "minor",
"published_at": "2025-07-14T17:08:16Z"
},
{
"tag": "v0.77.0",
"kind": "minor",
"published_at": "2025-05-26T16:54:47Z"
},
{
"tag": "v0.76.1",
"kind": "patch",
"published_at": "2025-03-27T11:15:52Z"
},
{
"tag": "v0.75.1",
"kind": "patch",
"published_at": "2025-01-10T19:26:21Z"
},
{
"tag": "v0.75.0",
"kind": "minor",
"published_at": "2025-01-09T10:57:00Z"
},
{
"tag": "v0.74.0",
"kind": "minor",
"published_at": "2024-11-20T11:34:36Z"
},
{
"tag": "v0.73.0",
"kind": "minor",
"published_at": "2024-09-06T10:22:42Z"
},
{
"tag": "v0.72.0",
"kind": "minor",
"published_at": "2024-07-19T13:51:49Z"
},
{
"tag": "v0.71.0",
"kind": "minor",
"published_at": "2024-04-24T08:06:35Z"
},
{
"tag": "v0.70.1",
"kind": "patch",
"published_at": "2024-03-21T12:33:28Z"
},
{
"tag": "v0.70.0",
"kind": "minor",
"published_at": "2024-03-10T11:16:05Z"
},
{
"tag": "v0.69.0",
"kind": "minor",
"published_at": "2024-02-17T12:48:48Z"
},
{
"tag": "v0.68.0",
"kind": "minor",
"published_at": "2023-12-14T09:40:28Z"
},
{
"tag": "v0.67.0",
"kind": "minor",
"published_at": "2023-11-12T18:06:04Z"
},
{
"tag": "v0.66.0",
"kind": "minor",
"published_at": "2023-11-05T10:33:04Z"
},
{
"tag": "v0.65.0",
"kind": "minor",
"published_at": "2023-09-30T08:47:22Z"
},
{
"tag": "v0.64.3",
"kind": "patch",
"published_at": "2023-09-04T19:28:59Z"
},
{
"tag": "v0.64.2",
"kind": "patch",
"published_at": "2023-08-16T14:26:15Z"
},
{
"tag": "v0.64.1",
"kind": "patch",
"published_at": "2023-08-12T18:21:23Z"
},
{
"tag": "v0.64.0",
"kind": "minor",
"published_at": "2023-07-30T12:22:04Z"
},
{
"tag": "v0.63.0",
"kind": "minor",
"published_at": "2023-07-20T17:56:32Z"
},
{
"tag": "v0.62.0",
"kind": "minor",
"published_at": "2023-06-18T11:14:30Z"
},
{
"tag": "v0.61.0",
"kind": "minor",
"published_at": "2023-06-09T16:10:23Z"
},
{
"tag": "v0.60.1",
"kind": "patch",
"published_at": "2023-04-13T13:50:35Z"
},
{
"tag": "v0.60.0",
"kind": "minor",
"published_at": "2023-03-30T14:20:49Z"
},
{
"tag": "v0.59.0",
"kind": "minor",
"published_at": "2023-02-21T21:32:39Z"
},
{
"tag": "v0.58.0",
"kind": "minor",
"published_at": "2023-02-10T16:40:20Z"
},
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"is_bot": false,
"headline": "Add events method to stream Docker Compose events (#676)",
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"is_bot": false,
"headline": "Rework filters to support passing multiple filters of the same type (…",
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"headline": "Bump version to 0.76.1",
"author_name": "gabrieldemarmiesse",
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{
"oid": "0e0dbafc0e6dba9faec179b054e922e451cd013c",
"body": null,
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"headline": "Fix secrets specs labels being capitalized (#675)",
"author_name": "Gabriel de Marmiesse",
"author_login": "gabrieldemarmiesse",
"committed_at": "2025-03-25T17:48:47Z",
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"headline": "Bump version to 0.76.0",
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"headline": "Add support for multi-nodes on builders (#674)",
"author_name": "Gabriel de Marmiesse",
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"oid": "3e95100df068a0ad97dce67a9a0b0d2c510d818a",
"body": "Fix #671 , thanks @koenvandesande !\n\nAdded `my_secret.spec.name`",
"is_bot": false,
"headline": "Fixed secrets and added tests (#673)",
"author_name": "Gabriel de Marmiesse",
"author_login": "gabrieldemarmiesse",
"committed_at": "2025-03-21T16:15:02Z",
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{
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"headline": "bump version to 0.75.1",
"author_name": "Gabriel de Marmiesse",
"author_login": "gabrieldemarmiesse",
"committed_at": "2025-01-10T19:25:38Z",
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{
"oid": "c3b82f3ebbe59037b97476479f47b66d52b734d9",
"body": "The latest 0.75.0 release [failed to publish to\nPyPi](https://github.com/gabrieldemarmiesse/python-on-whales/actions/runs/12688518269/job/35365228093).\nThis appears to be a [known behavior of\nsetuptools](https://github.com/pypa/setuptools/issues/4759)/[uv](https://github.com/astral-sh/uv/issues/9513\n[…]\n753576).\n\nIt appeared to keep the correct license metadata on PyPi, since this\nfield seems to be an optional addition to the `project.license.file`\nfield.\n\nHappy to implement any feedback, please lmk!",
"is_bot": false,
"headline": "Work around setuptools license file metadata issue (#666)",
"author_name": "Eric Weber",
"author_login": "rcwbr",
"committed_at": "2025-01-10T18:45:43Z",
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"headline": "Bump version to 0.75.0",
"author_name": "Gabriel de Marmiesse",
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"committed_at": "2025-01-09T10:00:32Z",
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"headline": "Add envs option to docker.compose.run() (#664) (#665)",
"author_name": "www84",
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"headline": "Add volumes option to docker.compose.run() (#663)",
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"committed_at": "2024-12-25T16:42:51Z",
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"body": null,
"is_bot": false,
"headline": "Add entrypoint option to docker.compose.run() (#659) (#661)",
"author_name": "www84",
"author_login": "www84",
"committed_at": "2024-12-25T09:49:39Z",
"body_truncated": false,
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{
"oid": "07fe32a17239b1626a9acbc5d61dea0d6cfe4188",
"body": null,
"is_bot": false,
"headline": "Update comment in python-publish.yml",
"author_name": "Gabriel de Marmiesse",
"author_login": "gabrieldemarmiesse",
"committed_at": "2024-12-12T18:59:19Z",
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{
"oid": "b2ff8654488378d913ce900b4e526b4b4d3ed6a7",
"body": "As seen in https://docs.docker.com/build/bake/remote-definition/\nNote that this is experimental (like `buildx.bake`)",
"is_bot": false,
"headline": "Support bake remote definitions (#656)",
"author_name": "Eric Weber",
"author_login": "rcwbr",
"committed_at": "2024-12-09T11:48:04Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "a2f95b07dac7084f4bf1e30207fcbf2823e36df9",
"body": null,
"is_bot": false,
"headline": "Add anchor to link being displayed when using CLI (#654)",
"author_name": "Gabriel de Marmiesse",
"author_login": "gabrieldemarmiesse",
"committed_at": "2024-11-20T11:50:44Z",
"body_truncated": false,
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"body": null,
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"headline": "Bump version to 0.74.0 (#652)",
"author_name": "Gabriel de Marmiesse",
"author_login": "gabrieldemarmiesse",
"committed_at": "2024-11-20T11:28:53Z",
"body_truncated": false,
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{
"oid": "140865d6ac2b36b3d5a26b78f0b9cf8788fd7b0f",
"body": "This will become the main way we use the project for contributors. Any contributor can use other tools, \r\nbut they'll have to find out how to use the project themselves. It doesn't change anything for end users.",
"is_bot": false,
"headline": "Use uv in github actions and recommend uv for dev (#650)",
"author_name": "Gabriel de Marmiesse",
"author_login": "gabrieldemarmiesse",
"committed_at": "2024-11-20T11:05:18Z",
"body_truncated": false,
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{
"oid": "9a9f090c8669d5cfe61e5388e4c2d9eacbc2d964",
"body": "…ect output (#648)",
"is_bot": false,
"headline": "Fix Pod property type annotations to allow for missing fields in insp…",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-11-09T14:20:22Z",
"body_truncated": false,
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"is_bot": false,
"headline": "Add podman `is_infra` and `namespace` fields to `Container` object (#…",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-10-23T11:22:50Z",
"body_truncated": false,
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{
"oid": "d992525ce6cd43d9ce14cc552886b07bc77ba9e2",
"body": "…cantly (#643)\n\nCo-authored-by: Gabriel de Marmiesse <gabrieldemarmiesse@gmail.com>",
"is_bot": false,
"headline": "Set `defer_build=True` pydantic config, improving import time signifi…",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-10-23T11:10:45Z",
"body_truncated": false,
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{
"oid": "4531cedef39d5d12b10bbd0386eb685c954b64e3",
"body": "Co-authored-by: Gabriel de Marmiesse <gabrieldemarmiesse@gmail.com>",
"is_bot": false,
"headline": "Remove leftover Pydantic v1 handling (#642)",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-10-23T10:15:18Z",
"body_truncated": false,
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{
"oid": "43b4001331eaf1a1cc59b732c0cfea0103728b30",
"body": "We test `buildx imagetools` by using docker images available on dockerhub, some are given hashes to get the image for a specific platform and thus checking that we parse the output correctly. The docker images used were old and thus we had to upgrade them. This is what I did in this PR.\r\n\r\nMaybe we could find a way to avoid the dependency on dockerhub but I don't see any good solution for that.",
"is_bot": false,
"headline": ":bug: Fix buildx tests in the CI by upgrading the docker images (#646)",
"author_name": "Gabriel de Marmiesse",
"author_login": "gabrieldemarmiesse",
"committed_at": "2024-10-23T10:05:37Z",
"body_truncated": false,
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{
"oid": "67f75f4689651d44d759c5ac8cb5a5cc7d64fe94",
"body": "Partially fixes\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/644",
"is_bot": false,
"headline": "Specify ubuntu-24.04 in the GitHub actions config (#645)",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-10-21T15:23:48Z",
"body_truncated": false,
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},
{
"oid": "40e1f2782eee49493264442d6350b732305f5fb2",
"body": "Before:\r\n\r\n```\r\n$ python-on-whales download-cli\r\nzsh: command not found: python-on-whales\r\n```\r\n\r\nAfter:\r\n\r\n```\r\n$ python-on-whales download-cli\r\nThe python-on-whales command line interface has been removed in python-on-whales v0.74.0. If you were using it to download the docker CLI, you should instead do it manually. Take a look at https://gabrieldemarmiesse.github.io/python-on-whales/docker_client/ which has instructions to download the Docker client.\r\n```",
"is_bot": false,
"headline": "Display an error message if using the `python-on-whales` command (#640)",
"author_name": "Gabriel de Marmiesse",
"author_login": "gabrieldemarmiesse",
"committed_at": "2024-10-14T11:05:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a1ecad38b214fbbf652f2f3576fc797f6faee94",
"body": null,
"is_bot": false,
"headline": "Update docs references to download-cli (#639)",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-10-14T10:37:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2e08c98b675b1049e967dc55892853a3b1459452",
"body": "Removes dependency on typer/tqdm/requests by dropping support for\r\ndownloading the docker client.\r\n\r\nInitially agreed at\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/512#issuecomment-1872322431,\r\nthis has been deprecated since\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales\n[…]\nales/pull/513 as a\r\nresolution to\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/512. We\r\nwill also be able to close\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/575.",
"is_bot": false,
"headline": "Remove download docker client functionality (#633)",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-10-13T20:46:18Z",
"body_truncated": true,
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{
"oid": "30f2905ea47bffe8d5e19276d1465ec73941c00d",
"body": null,
"is_bot": false,
"headline": "Fix breakage of `ContainerCLI.create(env_files=path)` (#637)",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-10-13T19:21:27Z",
"body_truncated": false,
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},
{
"oid": "76e85551d6e9c0825cb995be354d7e70e5e4d27b",
"body": "- Podman is now available in the default Ubuntu apt repos\r\n- Docker now doesn't come with the daemon config file\r\n- Newer version of podman has support for something that was previously an xfail testcase",
"is_bot": false,
"headline": "Fix the CI setup and podman testcase (#638)",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-10-13T19:01:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "86a5c8d1987de3514ceabc5b6ba3b894940581c6",
"body": null,
"is_bot": false,
"headline": "Bump version to 0.73.0",
"author_name": "Gabriel de Marmiesse",
"author_login": "gabrieldemarmiesse",
"committed_at": "2024-09-06T10:20:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a518a5719d4d2e979538a6d232f42cce141ecef",
"body": "Podman has support for a \"network exists\" command which checks if a\r\nnetwork exists. This adds support for that command, although it does so\r\nby way of network inspect for compatibility with Docker, which does not\r\nhave a standalone `network exists` command.\r\n\r\nCloses #618\r\n\r\n---------\r\n\r\nCo-authored-by: Gabriel de Marmiesse <gabrieldemarmiesse@gmail.com>",
"is_bot": false,
"headline": "Add \"network exists\" command (#632)",
"author_name": "Ellis Clark",
"author_login": "eclark0426",
"committed_at": "2024-09-05T15:31:45Z",
"body_truncated": false,
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},
{
"oid": "f58af9e0e43f3127b2f519b70a55ad0850024284",
"body": "They should now show up in the docs.",
"is_bot": false,
"headline": "Added missing docstrings for network functions (#631)",
"author_name": "Steve T",
"author_login": "stock90975",
"committed_at": "2024-09-05T13:30:43Z",
"body_truncated": false,
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},
{
"oid": "6ac7b6f34a5dddee531eaadf9c11addd5dd45146",
"body": "Follows https://github.com/gabrieldemarmiesse/python-on-whales/pull/595\r\nand https://github.com/gabrieldemarmiesse/python-on-whales/pull/599,\r\nworking on\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/584.",
"is_bot": false,
"headline": "Update container component to accept args as Iterable and Mapping (#627)",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-09-05T12:38:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7bd00cbca75ff11c99b32c64df893b13189717e5",
"body": "Follows https://github.com/gabrieldemarmiesse/python-on-whales/pull/595,\r\nworking on\r\nhttps://github.com/gabrieldemarmiesse/python-on-whales/issues/584.",
"is_bot": false,
"headline": "Update pod component to use generic Iterable and Mapping types (#599)",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-09-05T12:30:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cfd6920692807bf5babc533b55a7de8f3e379f93",
"body": "just like the example in the documentation:\r\n\r\nhttps://squidfunk.github.io/mkdocs-material/setup/changing-the-colors/#automatic-light-dark-mode\r\n\r\nCo-authored-by: Lewis Gaul <lewis.gaul@gmail.com>",
"is_bot": false,
"headline": "add auto/light/dark mode for docs (#625)",
"author_name": "Stefan Krüger",
"author_login": "s-light",
"committed_at": "2024-09-05T12:26:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1a7f3eaa55e7446d472aaee1c05362a2132eafd3",
"body": "Fixes https://github.com/gabrieldemarmiesse/python-on-whales/issues/594",
"is_bot": false,
"headline": "Drop support for pydantic v1 (#630)",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-09-05T10:09:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9da040b7fa7bd76831c5817d411c55f53acd8ee2",
"body": "Hopefully fixing two issues that have started being hit in the \"Render\r\ndocs\" CI job:\r\n* `podman pod create` failing with \"initializing source\r\ndocker://k8s.gcr.io/pause:3.5: Requesting bear token: invalid status\r\ncode from registry 404 (Not Found)\", reported at\r\nhttps://github.com/gabrieldemarmiess\n[…]\ndating doc package dependencies and pinning a couple more\r\nindirect dependencies (I think the lack of pinning `griffe` while\r\npinning to an older version of `mkdocstrings-python` was the\r\nproblem...).",
"is_bot": false,
"headline": "Fix \"Render docs\" CI job (#628)",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-09-05T09:53:38Z",
"body_truncated": true,
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},
{
"oid": "69b2ac30146d56598bc42b22a8d015e327c2f234",
"body": null,
"is_bot": false,
"headline": "Allow for multiple env-files (#616)",
"author_name": "Einar Wigum Arbo",
"author_login": "einarwar",
"committed_at": "2024-08-15T09:25:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "338feb5738264e7247298fffbf2c3bf81fa7f4f0",
"body": "Previously treated `Pod.create(share=[])` the same as not passing the\r\n`share` arg (not passing it to podman), but the podman default is to\r\nshare `uts`, `ipc` and `net` namespaces. This means there's no way to\r\nspecify that *no* namespaces should be shared.\r\n\r\nIn addition, podman expects this list \n[…]\nl\r\n`Command.add_args_iterable()` helper method meant only one shared\r\nnamespace could be specified.\r\n\r\nIt seems possible there could be other related bugs to do with the\r\nformat of lists on the CLI...",
"is_bot": false,
"headline": "Fix handling of 'podman pod create --share=...' (#620)",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-08-06T19:48:28Z",
"body_truncated": true,
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},
{
"oid": "144fd129975e259971bd065d4cb1e95d00ef7136",
"body": null,
"is_bot": false,
"headline": "Add Tuple[Union[str, int]] to ValidPortMapping (#619)",
"author_name": "Ellis Clark",
"author_login": "eclark0426",
"committed_at": "2024-08-06T19:43:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9874b40ee4e2da30a6f68ebdedd6008dd52fe7f2",
"body": "[Ruff](https://docs.astral.sh/ruff/) has emerged as the most popular\r\ntool for linting, and covers the rules from flake8 among others. It also\r\nserves as an (almost) drop in replacement for black and isort.\r\n\r\nThis PR replaces flake8, isort and black with ruff. \r\n* There are some minor differences i\n[…]\n and `W` covers the rules by the existing flake8\r\naccording to [these\r\ndocs](https://docs.astral.sh/ruff/faq/#how-does-ruff-compare-to-flake8)\r\n* Updated pre-commit and github actions to also use Ruff",
"is_bot": false,
"headline": "Replace isort, black and flake8 with ruff (#617)",
"author_name": "Einar Wigum Arbo",
"author_login": "einarwar",
"committed_at": "2024-08-05T13:06:53Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "172e1cc9a0cc38951d7f24631d4bc6cf4ea42c39",
"body": null,
"is_bot": false,
"headline": "Add support for 'podman container init' (#615)",
"author_name": "Lewis Gaul",
"author_login": "LewisGaul",
"committed_at": "2024-08-05T10:12:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "682ff914a0a0461dc7cb1e63a9d68ee3fa30e09b",
"body": null,
"is_bot": false,
"headline": "Add bootstrap cli flag for create/inspect (#600)",
"author_name": "fizzgig1888",
"author_login": "fizzgig1888",
"committed_at": "2024-07-28T17:43:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0d77a6b640b21c98904f39efd25b1fa29e1db4a",
"body": "I think the links anchors changed when we changed the docstring generation. It's not a big deal, we can fix it.",
"is_bot": false,
"headline": ":bug: Fix wrong links in `docker_client.md` (#613)",
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"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 69,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 38,
"inputs": {
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"contributors_sampled": 80,
"top_contributor_share": 0.774
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
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}
],
"max_points": 54
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{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 77% of commits",
"points": 5.1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 77
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "80 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 80
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 8 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 82,
"inputs": {
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"open_issues": 52,
"closed_issues": 168,
"issue_closed_ratio": 0.764,
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},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "76% of issues closed",
"points": 35.7,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 76
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}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "455/489 decided PRs merged",
"points": 35.6,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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"decided": 489
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
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"points": 10.5,
"status": "partial",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
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"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 67,
"inputs": {
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"owner_type": "User",
"is_verified": null,
"owner_login": "gabrieldemarmiesse",
"public_repos": 86,
"account_age_days": 4061
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"components": [
{
"key": "ownership_backing",
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"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "403 followers of gabrieldemarmiesse",
"points": 18.7,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 403,
"login": "gabrieldemarmiesse"
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}
],
"max_points": 25
},
{
"key": "track_record",
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"detail": "86 public repos, account ~11 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 86
}
},
{
"code": "account_age_years",
"params": {
"years": 11
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}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"python-on-whales"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 141
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 141 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 141
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "101 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 101
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 85,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".flake8",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".flake8"
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}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "24 out of 25 merged PRs checked by a CI test -- score normalized to 9",
"points": 18,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"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": "moderate",
"name": "Security",
"value": 52,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"signed_releases"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 40,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.1
},
"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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "24 out of 25 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"status": "partial",
"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 22/30 approved changesets -- score normalized to 7",
"points": 5.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 8 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": "no update tool detected",
"points": 0,
"status": "missed",
"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": "3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2",
"points": 1.5,
"status": "partial",
"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": "20 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"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:python-on-whales@0.81.0 runtime dependency closure — what installing the published package pulls in — 5 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:python-on-whales@0.81.0",
"assessed": 5
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 5,
"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": 5,
"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": [
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"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 11
},
"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": 54,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
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"note": null,
"notes": [],
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"inputs": {
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"legible_history_share": 0.78,
"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": [
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"code": "no_agent_instructions",
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}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "legible_commit_history",
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"detail": "78 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
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"code": "legible_history",
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}
],
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}
]
},
{
"key": "ai_verify_loop",
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"note": null,
"notes": [],
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"inputs": {
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"has_tests": true,
"lockfiles": [
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"bootstrap_files": [],
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},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "automated_tests",
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},
{
"key": "lint_format_config",
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"details": [
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"code": "file_list",
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}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "python_on_whales/py.typed",
"points": 11,
"status": "met",
"details": [
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"code": "file_list",
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}
],
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},
{
"key": "reproducible_environment",
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"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
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"files": "Dockerfile, lockfile"
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}
],
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},
{
"key": "demonstrated_agent_practice",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_agent_authored_commits",
"params": {
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}
],
"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",
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]
},
{
"key": "ai_code_legibility",
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"name": "Code legibility for models",
"note": null,
"notes": [],
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"inputs": {
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"largest_source_bytes": 86016,
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