公开记录良好
软件健康报告模式 0.17.0 · 指标 1.13.0 · 2026-07-21 03:57 UTC
Pyomo / pyomo
An object-oriented algebraic modeling language in Python for structured optimization problems.
Pyomo/pyomo 的健康指数为 100 分中的 79 分，处于「良好」区间。 其得分最高的类别是Vitality（88/100），最低的是AI Readiness（34/100）。 最近一次更新在 8 天前。 近期的大部分工作由 4 位贡献者完成。
79
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。
79
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 | 标签 |
|---|---|---|---|---|---|---|
| PyPI | pyomo | 6.10.1 | 1,309,433 | 75 | 46 天前 | optimization |
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？
88
开发活跃度
91优秀
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 8 天前 |
| 33.9/36 | 提交节奏 — 52 周中有 49 周有提交 |
| 18/18 | 提交量 — 最近一年 3,157 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 3,157 |
| human_commit_share | — |
| days_since_last_push | 8 |
| active_weeks_last_year | 49 |
发布纪律
83良好
评分方式
| 27/27 | 有发布版本 — 已发布 25 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 46 天前 |
| 19.8/27 | 发布节奏 — 约每 62.9 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 25 |
| latest_release_tag | 6.10.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 46 |
| mean_days_between_releases | 62.9 |
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？
85
流行度与采用
88优秀
评分方式
| 55.1/60 | 星标 — 2,489 个星标 |
| 23/25 | 复刻 — 583 个复刻 |
| 9.6/15 | 关注者 — 55 位关注者 |
所用输入
| forks | 583 |
| stars | 2,489 |
| watchers | 55 |
| growth_state | organic |
| growth_factor_pct | 100 |
社区健康
71良好
评分方式
| 22.5/22.5 | README |
| 16.9/22.5 | 许可证 — 存在许可证文件，但不是可识别的许可证 |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | 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 | 是 |
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 1,309,433 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 | pyomo |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 1,309,433 |
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？
83
维护者韧性（巴士系数）
83良好
评分方式
| 43.2/54 | 巴士系数 — 4 位贡献者贡献了半数提交 |
| 16.2/22.5 | 提交分布 — 头号贡献者编写了 28% 的提交 |
| 13.5/13.5 | 贡献者广度 — 100 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 18 contributing companies or organizations |
所用输入
| bus_factor | 4 |
| contributors_sampled | 100 |
| top_contributor_share | 0.28 |
议题与 PR 响应能力
86优秀
评分方式
| 36.5/46.8 | 议题解决 — 78% 的议题已关闭 |
| 34.6/38.3 | PR 接受 — 已裁定的 PR 中 2,198/2,431 已合并 |
| 15/15 | OpenSSF Scorecard：Code-Review — all changesets reviewed |
所用输入
| merged_prs | 2,198 |
| open_issues | 336 |
| closed_issues | 1,194 |
| issue_closed_ratio | 0.78 |
| closed_unmerged_prs | 233 |
所有权与托管责任
66中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 16.2/25 | 所有者影响力 — Pyomo 有 178 位关注者 |
| 19.3/25 | 既往记录 — 9 个公开仓库，账户约 11 年 |
所用输入
| followers | 178 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Pyomo |
| public_repos | 9 |
| account_age_days | 4,207 |
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 46 天前 |
| 20/20 | 版本历史 — 75 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 | pyomo |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 46 |
工程质量
基础的工程与文档实践是否到位？
81
工程实践
68中等
评分方式
| 24/24 | CI 工作流 — 4 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
100优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://www.pyomo.org |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 6 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | python, optimization, linear-programming, mathematical-programming, modeling-language, nonlinear-programming |
| has_wiki | 是 |
| homepage | https://www.pyomo.org |
| 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？
51
安全态势
51中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 18 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 |
| 2.2/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 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 — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.1 |
已排除计分（无数据或不适用）：branch_protection, packaging。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
34
AI 代理上下文与指引
1危急
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） |
| 0/40 | 可读的提交历史 — 无数据 |
所用输入
| has_llms_txt | 否 |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。
验证循环（构建 / 测试 / 类型检查）
49存在风险
评分方式
| 18/18 | 一条命令的引导启动 — doc/OnlineDocs/Makefile |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 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 | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | doc/OnlineDocs/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。
面向模型的代码可读性
53中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 53.2/55 | 可控的文件大小 — 采样的 1,862 个源文件中有 60 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 334,492 |
| source_files_sampled | 1,862 |
| oversized_source_files | 60 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples, samples |
所用输入
| example_dirs | examples, samples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
2,489GitHub 星标
100贡献者
3,157最近 12 个月提交数
8距最近推送天数
25发布版本数
4巴士系数（bus factor）
336开放议题
PyPI软件包生态系统数
更多细节
Star 与 Fork 历史 2,489 ★ / 0 ⇿
2,489Star
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。
仅显示最近的历史——该仓库超出采集窗口，因此未采集最早的历史记录。
每个点涵盖 3 天。
OpenSSF Scorecard 5.1 / 10
5.1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 |
| 10 | CI-Tests | 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 18 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 |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not 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 |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
全部依赖 0
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 0 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 |
|---|
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies to assess
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"python",
"optimization",
"linear-programming",
"mathematical-programming",
"modeling-language",
"nonlinear-programming"
],
"is_fork": false,
"size_kb": 99762,
"has_wiki": true,
"homepage": "https://www.pyomo.org",
"languages": {
"C": 6143,
"C++": 280134,
"AMPL": 34511,
"GAMS": 18633,
"CMake": 15331,
"Shell": 9329,
"Python": 20004917,
"Linear Programming": 390117,
"Answer Set Programming": 21,
"Mathematical Programming System": 42542
},
"pushed_at": "2026-07-13T01:27:38Z",
"created_at": "2016-05-27T19:33:45Z",
"owner_type": "Organization",
"updated_at": "2026-07-21T03:14:45Z",
"description": "An object-oriented algebraic modeling language in Python for structured optimization problems.",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"license_spdx_raw": "NOASSERTION",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "Pyomo",
"type": "Organization",
"login": "Pyomo",
"company": null,
"location": null,
"followers": 178,
"avatar_url": "https://avatars.githubusercontent.com/u/10505959?v=4",
"created_at": "2015-01-12T21:35:30Z",
"is_verified": null,
"public_repos": 9,
"account_age_days": 4207
},
"license": {
"state": "custom",
"spdx_id": null,
"raw_spdx": "NOASSERTION",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 25,
"commits_last_year": 3157,
"latest_release_at": "2026-06-04T21:52:31Z",
"latest_release_tag": "6.10.1",
"releases_from_tags": false,
"days_since_last_push": 8,
"active_weeks_last_year": 49,
"days_since_latest_release": 46,
"mean_days_between_releases": 62.9
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 62,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "pyomo",
"exists": true,
"license": "BSD-3-Clause",
"keywords": [
"optimization",
"Development Status :: 5 - Production/Stable",
"Intended Audience :: End Users/Desktop",
"Intended Audience :: Science/Research",
"Natural Language :: English",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
"Operating System :: Unix",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Programming Language :: Python :: Implementation :: CPython",
"Programming Language :: Python :: Implementation :: PyPy",
"Topic :: Scientific/Engineering :: Mathematics",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/pyomo/",
"is_deprecated": false,
"latest_version": "6.10.1",
"repository_url": "https://github.com/Pyomo/pyomo",
"versions_count": 75,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 1309433,
"first_published_at": "2014-12-25T13:37:57.648955Z",
"latest_published_at": "2026-06-04T22:43:17.523327Z",
"latest_version_yanked": null,
"days_since_latest_publish": 46
}
]
},
"popularity": {
"forks": 583,
"stars": 2489,
"watchers": 55,
"star_history": {
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{
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{
"date": "2023-06-28",
"count": 2
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{
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{
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"count": 1
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"count": 1
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{
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{
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{
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{
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{
"type": "User",
"login": "Robbybp",
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},
{
"type": "User",
"login": "shermanjasonaf",
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{
"type": "User",
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],
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{
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{
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{
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{
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{
"name": "Dangerous-Workflow",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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