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 14:41 UTC
iiasa / ixmp4
A data warehouse for high-powered scenario analysis in the domain of integrated assessment of climate change and energy systems modeling
iiasa/ixmp4 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（91/100），最低的是Community & Adoption（49/100）。 最近一次更新在 27 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 | ixmp4 | 0.16.6 | 64,627 | 51 | 27 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？
80
开发活跃度
66中等
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 27 天前 |
| 11.1/36 | 提交节奏 — 52 周中有 16 周有提交 |
| 15.7/18 | 提交量 — 最近一年 55 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 55 |
| human_commit_share | 1 |
| days_since_last_push | 27 |
| active_weeks_last_year | 16 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 51 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 27 天前 |
| 27/27 | 发布节奏 — 约每 5.4 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 51 |
| latest_release_tag | v0.16.6 |
| releases_from_tags | 否 |
| days_since_latest_release | 27 |
| mean_days_between_releases | 5.4 |
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？
49
流行度与采用
28危急
评分方式
| 18.1/60 | 星标 — 14 个星标 |
| 7/25 | 复刻 — 8 个复刻 |
| 3.3/15 | 关注者 — 5 位关注者 |
所用输入
| forks | 8 |
| stars | 14 |
| watchers | 5 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 0/18 | 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 | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
80良好
评分方式
| 64.1/80 | 月度下载量 — pypi 合计每月 64,627 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 | ixmp4 |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 64,627 |
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？
66
维护者韧性（巴士系数）
37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 |
| 11.2/22.5 | 提交分布 — 头号贡献者编写了 50% 的提交 |
| 6.8/13.5 | 贡献者广度 — 5 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 5 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 5 |
| top_contributor_share | 0.5 |
议题与 PR 响应能力
69中等
评分方式
| 26.9/46.8 | 议题解决 — 58% 的议题已关闭 |
| 34.8/38.3 | PR 接受 — 已裁定的 PR 中 169/186 已合并 |
| 7.5/15 | OpenSSF Scorecard：Code-Review — Found 16/30 approved changesets -- score normalized to 5 |
所用输入
| merged_prs | 169 |
| open_issues | 28 |
| closed_issues | 38 |
| issue_closed_ratio | 0.576 |
| closed_unmerged_prs | 17 |
所有权与托管责任
72良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 16.7/25 | 所有者影响力 — iiasa 有 212 位关注者 |
| 25/25 | 既往记录 — 202 个公开仓库，账户约 10 年 |
所用输入
| followers | 212 |
| owner_type | Organization |
| is_verified | — |
| owner_login | iiasa |
| public_repos | 202 |
| account_age_days | 3,933 |
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 27 天前 |
| 20/20 | 版本历史 — 51 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 | ixmp4 |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 27 |
工程质量
基础的工程与文档实践是否到位？
91
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 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard：CI-Tests — 18 out of 19 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
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://docs.ece.iiasa.ac.at/ixmp4 |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 7 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | database, energy-systems, integrated-assessment, modelling, python, scenario-analysis, iamc |
| has_wiki | 否 |
| homepage | https://docs.ece.iiasa.ac.at/ixmp4 |
| 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？
62
安全态势
53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 |
| 2.2/2.5 | CI-Tests — 18 out of 19 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 |
| 3.8/7.5 | Code-Review — Found 16/30 approved changesets -- score normalized to 5 |
| 2.5/2.5 | Contributors — project has 5 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 |
| 7.5/7.5 | Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 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 |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5.3 |
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 | 69 |
| 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:ixmp4@0.16.6 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 69 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。
63
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 85 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 | 0.85 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — doc/Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — ixmp4/py.typed |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 2/10 | 已体现的代理实践 — 最近 100 次提交中有 1 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 |
| 0/10 | 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 | poetry.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | doc/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | ixmp4/py.typed |
| agent_commit_share | 0.01 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
82良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（ixmp4/py.typed） |
| 54.8/55 | 可控的文件大小 — 采样的 320 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 68,884 |
| source_files_sampled | 320 |
| oversized_source_files | 1 |
关键数据
14GitHub 星标
5贡献者
55最近 12 个月提交数
27距最近推送天数
51发布版本数
1巴士系数（bus factor）
28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 ★ / 8 ⇿
0Star
8Fork
33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 13修订 20
每个点涵盖 3 天。
OpenSSF Scorecard 5.3 / 10
5.3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 | 18 out of 19 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 |
| 5 | Code-Review | Found 16/30 approved changesets -- score normalized to 5 |
| 10 | Contributors | project has 5 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 |
| 10 | Maintained | 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 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 |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
直接依赖 17
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | alembic | >=1.12.0 | pyproject.toml |
| PyPI | httpx | >=0.25.0 | pyproject.toml |
| PyPI | openpyxl | >=3.0.9 | pyproject.toml |
| PyPI | pandas | >=2.1.1 | pyproject.toml |
| PyPI | pandera | >=0.28.0 | pyproject.toml |
| PyPI | psycopg | >=3.1.12 | pyproject.toml |
| PyPI | pydantic | >=2.11.0 | pyproject.toml |
| PyPI | pydantic-settings | >=2.1.0 | pyproject.toml |
| PyPI | PyJWT | >=2.4.0 | pyproject.toml |
| PyPI | python-dotenv | >=1.0.1 | pyproject.toml |
| PyPI | rich | >=13.5.2 | pyproject.toml |
| PyPI | SQLAlchemy | >=2.0.22 | pyproject.toml |
| PyPI | SQLAlchemy-Utils | >=0.41.0 | pyproject.toml |
| PyPI | toml | >=0.10.2 | pyproject.toml |
| PyPI | typer | >=0.19.0 | pyproject.toml |
| PyPI | scse-toolkit | (>=1.2.0,<2.0.0) | pyproject.toml |
| PyPI | litestar | (>=2.18.0,<3.0.0) | pyproject.toml |
全部依赖 178
来自 GitHub 依赖图的完整解析依赖集合：17 个直接依赖与 161 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 |
|---|---|---|---|
| PyPI | alembic | 1.18.4 | 直接 |
| PyPI | httpx | 0.27.2 | 直接 |
| PyPI | litestar | 2.24.0 | 直接 |
| PyPI | openpyxl | 3.1.5 | 直接 |
| PyPI | pandas | 2.3.3 | 直接 |
| PyPI | pandera | 0.32.0 | 直接 |
| PyPI | psycopg | 3.3.4 | 直接 |
| PyPI | pydantic | 2.13.4 | 直接 |
| PyPI | pydantic-settings | 2.14.2 | 直接 |
| PyPI | pyjwt | 2.13.0 | 直接 |
| PyPI | python-dotenv | 1.2.2 | 直接 |
| PyPI | rich | 14.3.4 | 直接 |
| PyPI | scse-toolkit | 1.2.0 | 直接 |
| PyPI | sqlalchemy | 2.0.51 | 直接 |
| PyPI | sqlalchemy-utils | 0.42.1 | 直接 |
| PyPI | toml | 0.10.2 | 直接 |
| PyPI | typer | 0.26.7 | 直接 |
| PyPI | alabaster | 1.0.0 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | anyio | 4.14.1 | 间接 |
| PyPI | appnope | 0.1.4 | 间接 |
| PyPI | argon2-cffi | 25.1.0 | 间接 |
| PyPI | argon2-cffi-bindings | 25.1.0 | 间接 |
| PyPI | ast-serialize | 0.5.0 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | build | 1.5.0 | 间接 |
| PyPI | certifi | 2026.6.17 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | charset-normalizer | 3.4.7 | 间接 |
| PyPI | click | 8.4.2 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | coverage | 7.14.3 | 间接 |
| PyPI | debugpy | 1.8.21 | 间接 |
| PyPI | decorator | 5.3.1 | 间接 |
| PyPI | deepmerge | 2.1.0 | 间接 |
| PyPI | distlib | 0.4.3 | 间接 |
| PyPI | docutils | 0.21.2 | 间接 |
| PyPI | et-xmlfile | 2.0.0 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | faker | 40.23.0 | 间接 |
| PyPI | filelock | 3.29.4 | 间接 |
| PyPI | greenlet | 3.5.2 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | h2 | 4.3.0 | 间接 |
| PyPI | hpack | 4.2.0 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httptools | 0.8.0 | 间接 |
| PyPI | hyperframe | 6.1.0 | 间接 |
| PyPI | identify | 2.6.19 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | imagesize | 2.0.0 | 间接 |
| PyPI | importlib-metadata | 9.0.0 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | ipykernel | 7.3.0 | 间接 |
| PyPI | ipython | 8.39.0 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | jedi | 0.20.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | jupyter-client | 8.9.1 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | latexcodec | 3.0.1 | 间接 |
| PyPI | librt | 0.11.0 | 间接 |
| PyPI | linkify-it-py | 2.1.0 | 间接 |
| PyPI | litestar-htmx | 0.5.0 | 间接 |
| PyPI | mako | 1.3.12 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | matplotlib-inline | 0.2.2 | 间接 |
| PyPI | mdit-py-plugins | 0.6.1 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | memray | 1.19.3 | 间接 |
| PyPI | minio | 7.2.20 | 间接 |
| PyPI | mistune | 3.3.2 | 间接 |
| PyPI | msgspec | 0.21.1 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | multipart | 1.3.1 | 间接 |
| PyPI | mypy | 2.1.0 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | nest-asyncio2 | 1.7.2 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | numpy | 2.2.6 | 间接 |
| PyPI | numpy-typing-compat | 20251206.2.4 | 间接 |
| PyPI | optype | 0.9.3 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | pandas-stubs | 2.3.3.260113 | 间接 |
| PyPI | parso | 0.8.7 | 间接 |
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| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | picobox | 4.0.0 | 间接 |
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| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | polars | 1.42.0 | 间接 |
| PyPI | polars-runtime-32 | 1.42.0 | 间接 |
| PyPI | polyfactory | 3.3.0 | 间接 |
| PyPI | pre-commit | 4.6.0 | 间接 |
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| PyPI | psycopg-binary | 3.3.4 | 间接 |
| PyPI | ptvsd | 4.3.2 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | py-cpuinfo | 9.0.0 | 间接 |
| PyPI | pybtex | 0.26.1 | 间接 |
| PyPI | pybtex-docutils | 1.0.3 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pycryptodome | 3.23.0 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pyproject-hooks | 1.2.0 | 间接 |
| PyPI | pytest | 9.1.1 | 间接 |
| PyPI | pytest-alembic | 0.12.1 | 间接 |
| PyPI | pytest-benchmark | 5.2.3 | 间接 |
| PyPI | pytest-cov | 7.1.0 | 间接 |
| PyPI | pytest-memray | 1.8.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-discovery | 1.4.2 | 间接 |
| PyPI | pytz | 2026.2 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | pyzmq | 27.1.0 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | requests | 2.34.2 | 间接 |
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| PyPI | roman-numerals-py | 3.1.0 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | ruff | 0.15.19 | 间接 |
| PyPI | scipy-stubs | 1.15.3.0 | 间接 |
| PyPI | setuptools | 82.0.1 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | snakeviz | 2.2.2 | 间接 |
| PyPI | sniffio | 1.3.1 | 间接 |
| PyPI | snowballstemmer | 3.1.1 | 间接 |
| PyPI | sphinx | 8.1.3 | 间接 |
| PyPI | sphinx-mdinclude | 0.6.2 | 间接 |
| PyPI | sphinx-multiversion | 0.2.4 | 间接 |
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| PyPI | sphinxcontrib-bibtex | 2.7.0 | 间接 |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | 间接 |
| PyPI | sphinxcontrib-httpdomain | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-jquery | 4.1 | 间接 |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | 间接 |
| PyPI | sphinxcontrib-openapi | 0.9.0 | 间接 |
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| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | 间接 |
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| PyPI | textual | 8.2.7 | 间接 |
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| PyPI | tornado | 6.5.7 | 间接 |
| PyPI | traitlets | 5.15.1 | 间接 |
| PyPI | typeguard | 4.5.2 | 间接 |
| PyPI | typer-slim | 0.24.0 | 间接 |
| PyPI | types-pytz | 2026.2.0.20260518 | 间接 |
| PyPI | types-toml | 0.10.8.20260518 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspect | 0.9.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2026.2 | 间接 |
| PyPI | uc-micro-py | 2.0.0 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | uvicorn | 0.49.0 | 间接 |
| PyPI | uvloop | 0.22.1 | 间接 |
| PyPI | virtualenv | 21.5.1 | 间接 |
| PyPI | watchfiles | 1.2.0 | 间接 |
| PyPI | wcwidth | 0.8.1 | 间接 |
| PyPI | websockets | 16.0 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
依赖安全公告 0
安装 pypi:ixmp4@0.16.6 会引入 69 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
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"headline": "Upload coverage report from `main` directly (#125)",
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"headline": "Fix Erroneous Audit Info Update (#127)",
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"body": "* Enable Codecov uploading and reporting on CI\r\n* Remove Codecov terminal output",
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"headline": "Setup Codecov uploading and reporting (#124)",
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"headline": "try to use NullPool to fix idle connection issue (#121)",
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"detail": "55 commits in the last year",
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"points": 10,
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"details": [],
"max_points": 10
}
]
},
{
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"notes": [
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"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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],
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"inputs": {
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"latest_release_tag": "v0.16.6",
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"mean_days_between_releases": 5.4
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"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "51 releases published",
"points": 27,
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"details": [
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"code": "releases_published",
"params": {
"count": 51
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}
],
"max_points": 27
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{
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"detail": "latest release 27 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 27
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}
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{
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"details": [
{
"code": "release_cadence",
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"gap": 5.4
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}
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{
"key": "openssf_scorecard_signed_releases",
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]
},
{
"key": "abandonment",
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"note": null,
"notes": [],
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"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
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"components": [
{
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{
"code": "abandonment_maintained",
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"max_points": 100
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]
}
],
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},
{
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"name": "Community & Adoption",
"value": 49,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
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"note": null,
"notes": [],
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"inputs": {
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"stars": 14,
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"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
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"components": [
{
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"points": 18.1,
"status": "partial",
"details": [
{
"code": "stars",
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"count": 14
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "8 forks",
"points": 7,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 8
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "5 watchers",
"points": 3.3,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 5
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
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},
{
"code": "license_spdx",
"params": {
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}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
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},
{
"key": "issue_template",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "pr_template",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
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]
},
{
"key": "ecosystem_adoption",
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"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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],
"value": 80,
"inputs": {
"packages": [
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"dependents": null,
"ecosystems": "pypi",
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"monthly_downloads": 64627
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"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "64,627 downloads/month across pypi",
"points": 64.1,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 64627,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 66,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 37,
"inputs": {
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"contributors_sampled": 5,
"top_contributor_share": 0.5
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"components": [
{
"key": "bus_factor",
"name": "Bus factor",
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"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
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"count": 1
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}
],
"max_points": 54
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{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 50% of commits",
"points": 11.2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 50
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}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "5 contributors",
"points": 6.8,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
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"inputs": {
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"open_issues": 28,
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"issue_closed_ratio": 0.576,
"closed_unmerged_prs": 17
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"components": [
{
"key": "issue_resolution",
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"points": 26.9,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
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}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "169/186 decided PRs merged",
"points": 34.8,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
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}
],
"max_points": 38.25
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{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 16/30 approved changesets -- score normalized to 5",
"points": 7.5,
"status": "partial",
"details": [],
"max_points": 15
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]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"followers": 212,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "iiasa",
"public_repos": 202,
"account_age_days": 3933
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"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "212 followers of iiasa",
"points": 16.7,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"count": 212,
"login": "iiasa"
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}
],
"max_points": 25
},
{
"key": "track_record",
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"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
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},
{
"code": "account_age_years",
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}
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]
},
{
"key": "package_maintenance",
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"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"ecosystems": "pypi",
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"min_days_since_publish": 27
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"components": [
{
"key": "published_resolvable",
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"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
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"code": "packages_published",
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"ecosystems": "pypi"
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}
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{
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"code": "publish_recency",
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}
],
"max_points": 35
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{
"key": "version_history",
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"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
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}
],
"max_points": 20
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{
"key": "not_deprecated",
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"code": "package_not_deprecated",
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],
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]
}
],
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},
{
"key": "engineering",
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"value": 91,
"weight": 0.2,
"metrics": [
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"key": "engineering_practices",
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"note": null,
"notes": [],
"value": 92,
"inputs": {
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"components": [
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"key": "ci_workflows",
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"status": "met",
"details": [
{
"code": "ci_workflows",
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{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
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"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
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"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
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},
{
"key": "editorconfig",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "openssf_scorecard_ci_tests",
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"points": 18,
"status": "partial",
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]
},
{
"key": "documentation",
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"note": null,
"notes": [],
"value": 90,
"inputs": {
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"modelling",
"python",
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"homepage": "https://docs.ece.iiasa.ac.at/ixmp4",
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"components": [
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},
{
"key": "documentation_directory",
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{
"key": "documentation_homepage_site",
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{
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"points": 10,
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{
"key": "topics",
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}
],
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},
{
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"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
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{
"key": "security",
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"value": 62,
"weight": 0.16,
"metrics": [
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"notes": [
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"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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}
],
"value": 53,
"inputs": {
"source": "openssf_scorecard",
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"components": [
{
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"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "branch_protection",
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"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",
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"code": "no_data",
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],
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{
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},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
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},
{
"key": "code_review",
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"status": "partial",
"details": [],
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},
{
"key": "contributors",
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"status": "met",
"details": [],
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},
{
"key": "dangerous_workflow",
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"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
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},
{
"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": [],
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},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 2 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": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"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:ixmp4@0.16.6 runtime dependency closure — what installing the published package pulls in — 69 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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},
{
"code": "advisories_scope_published",
"params": {
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}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
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