公开记录中等
软件健康报告模式 0.16.0 · 指标 1.13.0 · 2026-07-21 02:32 UTC
fugue-project / fugue
A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
fugue-project/fugue 的健康指数为 100 分中的 69 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（88/100），最低的是Security（48/100）。 最近一次更新在 62 天前。 近期的大部分工作由 2 位贡献者完成。
69
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。
69
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 | fugue | 0.9.7 | 2,256,796 | 126 | 150 天前 | distributedsparkdaskrayduckdbsqldsldomain-specific-language |
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？
51
开发活跃度
31存在风险
评分方式
| 18/36 | 推送新近度 — 最近一次推送于 62 天前 |
| 3.5/36 | 提交节奏 — 52 周中有 5 周有提交 |
| 9.7/18 | 提交量 — 最近一年 11 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — 0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0 |
所用输入
| commits_last_year | 11 |
| human_commit_share | — |
| days_since_last_push | 62 |
| active_weeks_last_year | 5 |
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 150 天前 |
| 19.8/27 | 发布节奏 — 约每 73.5 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 100 |
| latest_release_tag | v0.9.7 |
| releases_from_tags | 否 |
| days_since_latest_release | 150 |
| mean_days_between_releases | 73.5 |
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？
81
流行度与采用
78良好
评分方式
| 54.1/60 | 星标 — 2,170 个星标 |
| 16.7/25 | 复刻 — 103 个复刻 |
| 7.2/15 | 关注者 — 21 位关注者 |
所用输入
| forks | 103 |
| stars | 2,170 |
| watchers | 21 |
| 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（Apache-2.0） |
| 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 2,256,796 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 | fugue |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2,256,796 |
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？
76
维护者韧性（巴士系数）
57中等
评分方式
| 25.2/54 | 巴士系数 — 2 位贡献者贡献了半数提交 |
| 12.2/22.5 | 提交分布 — 头号贡献者编写了 46% 的提交 |
| 13.5/13.5 | 贡献者广度 — 22 位贡献者 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 2 |
| contributors_sampled | 22 |
| top_contributor_share | 0.456 |
议题与 PR 响应能力
90优秀
评分方式
| 41.1/46.8 | 议题解决 — 88% 的议题已关闭 |
| 35.9/38.3 | PR 接受 — 已裁定的 PR 中 274/292 已合并 |
| 13.5/15 | OpenSSF Scorecard：Code-Review — Found 28/30 approved changesets -- score normalized to 9 |
所用输入
| merged_prs | 274 |
| open_issues | 33 |
| closed_issues | 241 |
| issue_closed_ratio | 0.88 |
| closed_unmerged_prs | 18 |
所有权与托管责任
64中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 13/25 | 所有者影响力 — fugue-project 有 63 位关注者 |
| 20.8/25 | 既往记录 — 15 个公开仓库，账户约 6 年 |
所用输入
| followers | 63 |
| owner_type | Organization |
| is_verified | — |
| owner_login | fugue-project |
| public_repos | 15 |
| account_age_days | 2,262 |
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 150 天前 |
| 20/20 | 版本历史 — 126 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 | fugue |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 150 |
工程质量
基础的工程与文档实践是否到位？
88
工程实践
80良好
评分方式
| 24/24 | CI 工作流 — 10 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — .pylintrc |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 6/20 | OpenSSF Scorecard：CI-Tests — 9 out of 30 merged PRs checked by a CI test -- score normalized to 3 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
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://fugue-tutorials.readthedocs.io/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 9 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | spark, dask, data-practitioners, machine-learning, distributed-systems, distributed-computing, distributed, sql, pandas |
| has_wiki | 是 |
| homepage | https://fugue-tutorials.readthedocs.io/ |
| 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？
48
安全态势
35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 |
| 0.8/2.5 | CI-Tests — 9 out of 30 merged PRs checked by a CI test -- score normalized to 3 |
| 0.5/2.5 | CII-Best-Practices — badge detected: InProgress |
| 6.8/7.5 | Code-Review — Found 28/30 approved changesets -- score normalized to 9 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 0/7.5 | Maintained — 0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0 |
| 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 — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 103 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 3.5 |
已排除计分（无数据或不适用）：branch_protection, packaging, 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 | 10 |
| 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:fugue@0.9.7 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 10 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
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。
评分方式
| 18/18 | 一条命令的引导启动 — Makefile, docs/Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — .pylintrc |
| 11/11 | 静态类型检查 — fugue/py.typed |
| 10/10 | 可复现环境 — devcontainer, lockfile |
| 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 | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | Makefile, docs/Makefile |
| has_devcontainer | 是 |
| has_linter_config | 是 |
| typecheck_configs | fugue/py.typed |
| 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
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（fugue/py.typed） |
| 54.6/55 | 可控的文件大小 — 采样的 251 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 88,213 |
| source_files_sampled | 251 |
| oversized_source_files | 2 |
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 — notebooks |
所用输入
| example_dirs | notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
2,170GitHub 星标
22贡献者
11最近 12 个月提交数
62距最近推送天数
100发布版本数
2巴士系数（bus factor）
33开放议题
PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 3.5 / 10
3.5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 |
| 3 | CI-Tests | 9 out of 30 merged PRs checked by a CI test -- score normalized to 3 |
| 2 | CII-Best-Practices | badge detected: InProgress |
| 9 | Code-Review | Found 28/30 approved changesets -- score normalized to 9 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 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 |
| 0 | Maintained | 0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0 |
| 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 |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 103 existing vulnerabilities detected |
直接依赖 3
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | triad | >=1.0.1 | pyproject.toml |
| PyPI | adagio | >=0.2.6 | pyproject.toml |
| PyPI | pandas | <3 | pyproject.toml |
全部依赖 244
来自 GitHub 依赖图的完整解析依赖集合：3 个直接依赖与 241 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 | adagio | 0.2.6 | 直接 |
| PyPI | pandas | 2.3.3 | 直接 |
| PyPI | triad | 1.0.1 | 直接 |
| PyPI | accessible-pygments | 0.0.5 | 间接 |
| PyPI | aiobotocore | 3.1.1 | 间接 |
| PyPI | aiohappyeyeballs | 2.6.1 | 间接 |
| PyPI | aiohttp | 3.13.3 | 间接 |
| PyPI | aioitertools | 0.13.0 | 间接 |
| PyPI | aiosignal | 1.4.0 | 间接 |
| PyPI | alabaster | 1.0.0 | 间接 |
| PyPI | annotated-doc | 0.0.4 | 间接 |
| PyPI | annotated-types | 0.7.0 | 间接 |
| PyPI | antlr4-python3-runtime | 4.13.2 | 间接 |
| PyPI | anyio | 4.12.1 | 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 | arrow | 1.4.0 | 间接 |
| PyPI | astroid | 3.2.4 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | async-lru | 2.1.0 | 间接 |
| PyPI | async-timeout | 5.0.1 | 间接 |
| PyPI | atpublic | 7.0.0 | 间接 |
| PyPI | attrs | 25.4.0 | 间接 |
| PyPI | autopep8 | 2.3.2 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | beautifulsoup4 | 4.14.3 | 间接 |
| PyPI | black | 26.1.0 | 间接 |
| PyPI | bleach | 6.3.0 | 间接 |
| PyPI | blinker | 1.9.0 | 间接 |
| PyPI | botocore | 1.42.30 | 间接 |
| PyPI | certifi | 2026.1.4 | 间接 |
| PyPI | cffi | 2.0.0 | 间接 |
| PyPI | cfgv | 3.5.0 | 间接 |
| PyPI | charset-normalizer | 3.4.4 | 间接 |
| PyPI | click | 8.3.1 | 间接 |
| PyPI | cloudpickle | 3.1.2 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | contourpy | 1.3.2 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | coverage | 7.13.3 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | dask | 2026.1.2 | 间接 |
| PyPI | dask-sql | 2024.5.0 | 间接 |
| PyPI | debugpy | 1.8.20 | 间接 |
| PyPI | decorator | 5.2.1 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | dill | 0.4.1 | 间接 |
| PyPI | distlib | 0.4.0 | 间接 |
| PyPI | distributed | 2026.1.2 | 间接 |
| PyPI | docutils | 0.21.2 | 间接 |
| PyPI | docutils | 0.22.4 | 间接 |
| PyPI | duckdb | 1.4.4 | 间接 |
| PyPI | duckdb-engine | 0.17.0 | 间接 |
| PyPI | entrypoints | 0.4 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | fastapi | 0.128.1 | 间接 |
| PyPI | fastjsonschema | 2.21.2 | 间接 |
| PyPI | filelock | 3.20.3 | 间接 |
| PyPI | flake8 | 7.3.0 | 间接 |
| PyPI | flask | 3.1.2 | 间接 |
| PyPI | fonttools | 4.61.1 | 间接 |
| PyPI | fqdn | 1.5.1 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.1.0 | 间接 |
| PyPI | fugue-sql-antlr | 0.2.4 | 间接 |
| PyPI | fugue-sql-antlr-cpp | 0.2.4 | 间接 |
| PyPI | furo | 2025.12.19 | 间接 |
| PyPI | googleapis-common-protos | 1.72.0 | 间接 |
| PyPI | greenlet | 3.3.1 | 间接 |
| PyPI | grpcio | 1.76.0 | 间接 |
| PyPI | grpcio-status | 1.76.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | ibis-framework | 11.0.0 | 间接 |
| PyPI | identify | 2.6.16 | 间接 |
| PyPI | idna | 3.11 | 间接 |
| PyPI | imagesize | 1.4.1 | 间接 |
| PyPI | importlib-metadata | 8.7.1 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | ipykernel | 6.29.5 | 间接 |
| PyPI | ipython | 8.38.0 | 间接 |
| PyPI | ipython | 9.10.0 | 间接 |
| PyPI | ipython-genutils | 0.2.0 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | isoduration | 20.11.0 | 间接 |
| PyPI | isort | 5.13.2 | 间接 |
| PyPI | itsdangerous | 2.2.0 | 间接 |
| PyPI | jedi | 0.19.2 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jmespath | 1.1.0 | 间接 |
| PyPI | json5 | 0.13.0 | 间接 |
| PyPI | jsonpointer | 3.0.0 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | jupyter-client | 7.4.9 | 间接 |
| PyPI | jupyter-contrib-core | 0.4.2 | 间接 |
| PyPI | jupyter-contrib-nbextensions | 0.7.0 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | jupyter-events | 0.12.0 | 间接 |
| PyPI | jupyter-highlight-selected-word | 0.2.0 | 间接 |
| PyPI | jupyter-lsp | 2.3.0 | 间接 |
| PyPI | jupyter-nbextensions-configurator | 0.6.4 | 间接 |
| PyPI | jupyter-server | 2.17.0 | 间接 |
| PyPI | jupyter-server-terminals | 0.5.4 | 间接 |
| PyPI | jupyterlab | 4.5.3 | 间接 |
| PyPI | jupyterlab-pygments | 0.3.0 | 间接 |
| PyPI | jupyterlab-server | 2.28.0 | 间接 |
| PyPI | kiwisolver | 1.4.9 | 间接 |
| PyPI | lark | 1.3.1 | 间接 |
| PyPI | librt | 0.7.8 | 间接 |
| PyPI | locket | 1.0.0 | 间接 |
| PyPI | lxml | 6.0.2 | 间接 |
| PyPI | markdown-it-py | 4.0.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | matplotlib | 3.10.8 | 间接 |
| PyPI | matplotlib-inline | 0.2.1 | 间接 |
| PyPI | mccabe | 0.7.0 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mistune | 3.2.0 | 间接 |
| PyPI | msgpack | 1.1.2 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | mypy | 1.19.1 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | nbclassic | 1.3.3 | 间接 |
| PyPI | nbclient | 0.10.4 | 间接 |
| PyPI | nbconvert | 7.17.0 | 间接 |
| PyPI | nbformat | 5.10.4 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | nodeenv | 1.10.0 | 间接 |
| PyPI | notebook | 6.5.7 | 间接 |
| PyPI | notebook-shim | 0.2.4 | 间接 |
| PyPI | numpy | 2.2.6 | 间接 |
| PyPI | numpy | 2.4.2 | 间接 |
| PyPI | overrides | 7.7.0 | 间接 |
| PyPI | packaging | 26.0 | 间接 |
| PyPI | pandocfilters | 1.5.1 | 间接 |
| PyPI | parso | 0.8.5 | 间接 |
| PyPI | parsy | 2.2 | 间接 |
| PyPI | partd | 1.4.2 | 间接 |
| PyPI | pathspec | 1.0.4 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pillow | 12.1.0 | 间接 |
| PyPI | platformdirs | 4.5.1 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | polars | 1.38.0 | 间接 |
| PyPI | polars-runtime-32 | 1.38.0 | 间接 |
| PyPI | pre-commit | 4.5.1 | 间接 |
| PyPI | prometheus-client | 0.24.1 | 间接 |
| PyPI | prompt-toolkit | 3.0.52 | 间接 |
| PyPI | propcache | 0.4.1 | 间接 |
| PyPI | protobuf | 6.33.5 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | py4j | 0.10.9.9 | 间接 |
| PyPI | pyarrow | 23.0.0 | 间接 |
| PyPI | pyarrow-hotfix | 0.7 | 间接 |
| PyPI | pycodestyle | 2.14.0 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pydantic | 2.12.5 | 间接 |
| PyPI | pydantic-core | 2.41.5 | 间接 |
| PyPI | pyflakes | 3.4.0 | 间接 |
| PyPI | pygments | 2.19.2 | 间接 |
| PyPI | pylint | 3.2.6 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pyspark | 4.1.1 | 间接 |
| PyPI | pytest | 9.0.2 | 间接 |
| PyPI | pytest-cov | 7.0.0 | 间接 |
| PyPI | pytest-mock | 3.15.1 | 间接 |
| PyPI | pytest-rerunfailures | 16.1 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-json-logger | 4.0.0 | 间接 |
| PyPI | pytokens | 0.4.1 | 间接 |
| PyPI | pytz | 2025.2 | 间接 |
| PyPI | pywinpty | 3.0.3 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | pyzmq | 27.1.0 | 间接 |
| PyPI | ray | 2.53.0 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | requests | 2.32.5 | 间接 |
| PyPI | rfc3339-validator | 0.1.4 | 间接 |
| PyPI | rfc3986-validator | 0.1.1 | 间接 |
| PyPI | rfc3987-syntax | 1.1.0 | 间接 |
| PyPI | rich | 14.3.2 | 间接 |
| PyPI | roman-numerals | 4.1.0 | 间接 |
| PyPI | rpds-py | 0.30.0 | 间接 |
| PyPI | s3fs | 2026.1.0 | 间接 |
| PyPI | seaborn | 0.13.2 | 间接 |
| PyPI | send2trash | 2.1.0 | 间接 |
| PyPI | setuptools | 80.10.2 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | snowballstemmer | 3.0.1 | 间接 |
| PyPI | sortedcontainers | 2.4.0 | 间接 |
| PyPI | soupsieve | 2.8.3 | 间接 |
| PyPI | sphinx | 8.1.3 | 间接 |
| PyPI | sphinx | 9.0.4 | 间接 |
| PyPI | sphinx | 9.1.0 | 间接 |
| PyPI | sphinx-autodoc-typehints | 3.0.1 | 间接 |
| PyPI | sphinx-autodoc-typehints | 3.6.1 | 间接 |
| PyPI | sphinx-autodoc-typehints | 3.6.2 | 间接 |
| PyPI | sphinx-basic-ng | 1.0.0b2 | 间接 |
| PyPI | sphinx-rtd-theme | 3.1.0 | 间接 |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | 间接 |
| PyPI | sphinxcontrib-jquery | 4.1 | 间接 |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | 间接 |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | 间接 |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | 间接 |
| PyPI | sqlalchemy | 2.0.10 | 间接 |
| PyPI | sqlglot | 27.29.0 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | starlette | 0.50.0 | 间接 |
| PyPI | tabulate | 0.9.0 | 间接 |
| PyPI | tblib | 3.2.2 | 间接 |
| PyPI | terminado | 0.18.1 | 间接 |
| PyPI | tinycss2 | 1.4.0 | 间接 |
| PyPI | tomli | 2.4.0 | 间接 |
| PyPI | tomlkit | 0.14.0 | 间接 |
| PyPI | toolz | 1.1.0 | 间接 |
| PyPI | tornado | 6.5.4 | 间接 |
| PyPI | traitlets | 5.14.3 | 间接 |
| PyPI | typing-extensions | 4.15.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
| PyPI | tzdata | 2025.3 | 间接 |
| PyPI | tzlocal | 5.3.1 | 间接 |
| PyPI | uri-template | 1.3.0 | 间接 |
| PyPI | urllib3 | 2.6.3 | 间接 |
| PyPI | uvicorn | 0.40.0 | 间接 |
| PyPI | virtualenv | 20.36.1 | 间接 |
| PyPI | wcwidth | 0.5.3 | 间接 |
| PyPI | webcolors | 25.10.0 | 间接 |
| PyPI | webencodings | 0.5.1 | 间接 |
| PyPI | websocket-client | 1.9.0 | 间接 |
| PyPI | werkzeug | 3.1.5 | 间接 |
| PyPI | wrapt | 2.1.1 | 间接 |
| PyPI | yarl | 1.22.0 | 间接 |
| PyPI | zict | 3.0.0 | 间接 |
| PyPI | zipp | 3.23.0 | 间接 |
| PyPI | zstandard | 0.25.0 | 间接 |
依赖安全公告 0
安装 pypi:fugue@0.9.7 会引入 10 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": [
"spark",
"dask",
"data-practitioners",
"machine-learning",
"distributed-systems",
"distributed-computing",
"distributed",
"sql",
"pandas"
],
"is_fork": false,
"size_kb": 12961,
"has_wiki": true,
"homepage": "https://fugue-tutorials.readthedocs.io/",
"languages": {
"Shell": 302,
"Python": 1450136,
"Makefile": 4622,
"JavaScript": 3709,
"Jupyter Notebook": 18022
},
"pushed_at": "2026-05-19T21:49:03Z",
"created_at": "2020-03-24T16:48:59Z",
"owner_type": "Organization",
"updated_at": "2026-07-16T17:22:03Z",
"description": "A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "The Fugue Project",
"type": "Organization",
"login": "fugue-project",
"company": null,
"location": null,
"followers": 63,
"avatar_url": "https://avatars.githubusercontent.com/u/65140352?v=4",
"created_at": "2020-05-11T00:09:42Z",
"is_verified": null,
"public_repos": 15,
"account_age_days": 2262
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 100,
"commits_last_year": 11,
"latest_release_at": "2026-02-20T13:45:51Z",
"latest_release_tag": "v0.9.7",
"releases_from_tags": false,
"days_since_last_push": 62,
"active_weeks_last_year": 5,
"days_since_latest_release": 150,
"mean_days_between_releases": 73.5
},
"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": false
},
"ecosystem": {
"packages": [
{
"name": "fugue",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"distributed",
"spark",
"dask",
"ray",
"duckdb",
"sql",
"dsl",
"domain specific language",
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"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",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/fugue/",
"is_deprecated": false,
"latest_version": "0.9.7",
"repository_url": "http://github.com/fugue-project/fugue",
"versions_count": 126,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 2256796,
"first_published_at": "2020-03-24T17:07:21.867327Z",
"latest_published_at": "2026-02-20T13:57:54.657612Z",
"latest_version_yanked": null,
"days_since_latest_publish": 150
}
]
},
"popularity": {
"forks": 103,
"stars": 2170,
"watchers": 21,
"open_issues_and_prs": 53
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"Makefile",
"docs/Makefile"
],
"api_schema_files": [],
"has_devcontainer": true,
"typecheck_configs": [
"fugue/py.typed"
],
"largest_source_bytes": 88213,
"source_files_sampled": 251,
"oversized_source_files": 2,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 10,
"assessed_package": "pypi:fugue@0.9.7",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "triad",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.0.1"
},
{
"name": "adagio",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.2.6"
},
{
"name": "pandas",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "<3"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "adagio",
"direct": true,
"version": "0.2.6",
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": true,
"version": "2.3.3",
"ecosystem": "pypi"
},
{
"name": "triad",
"direct": true,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "accessible-pygments",
"direct": false,
"version": "0.0.5",
"ecosystem": "pypi"
},
{
"name": "aiobotocore",
"direct": false,
"version": "3.1.1",
"ecosystem": "pypi"
},
{
"name": "aiohappyeyeballs",
"direct": false,
"version": "2.6.1",
"ecosystem": "pypi"
},
{
"name": "aiohttp",
"direct": false,
"version": "3.13.3",
"ecosystem": "pypi"
},
{
"name": "aioitertools",
"direct": false,
"version": "0.13.0",
"ecosystem": "pypi"
},
{
"name": "aiosignal",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "alabaster",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "annotated-doc",
"direct": false,
"version": "0.0.4",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "antlr4-python3-runtime",
"direct": false,
"version": "4.13.2",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.12.1",
"ecosystem": "pypi"
},
{
"name": "appnope",
"direct": false,
"version": "0.1.4",
"ecosystem": "pypi"
},
{
"name": "argon2-cffi",
"direct": false,
"version": "25.1.0",
"ecosystem": "pypi"
},
{
"name": "argon2-cffi-bindings",
"direct": false,
"version": "25.1.0",
"ecosystem": "pypi"
},
{
"name": "arrow",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "astroid",
"direct": false,
"version": "3.2.4",
"ecosystem": "pypi"
},
{
"name": "asttokens",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "async-lru",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "async-timeout",
"direct": false,
"version": "5.0.1",
"ecosystem": "pypi"
},
{
"name": "atpublic",
"direct": false,
"version": "7.0.0",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "25.4.0",
"ecosystem": "pypi"
},
{
"name": "autopep8",
"direct": false,
"version": "2.3.2",
"ecosystem": "pypi"
},
{
"name": "babel",
"direct": false,
"version": "2.18.0",
"ecosystem": "pypi"
},
{
"name": "beautifulsoup4",
"direct": false,
"version": "4.14.3",
"ecosystem": "pypi"
},
{
"name": "black",
"direct": false,
"version": "26.1.0",
"ecosystem": "pypi"
},
{
"name": "bleach",
"direct": false,
"version": "6.3.0",
"ecosystem": "pypi"
},
{
"name": "blinker",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "botocore",
"direct": false,
"version": "1.42.30",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.1.4",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.5.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.4",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.3.1",
"ecosystem": "pypi"
},
{
"name": "cloudpickle",
"direct": false,
"version": "3.1.2",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "comm",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "contourpy",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "contourpy",
"direct": false,
"version": "1.3.3",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.13.3",
"ecosystem": "pypi"
},
{
"name": "cycler",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "dask",
"direct": false,
"version": "2026.1.2",
"ecosystem": "pypi"
},
{
"name": "dask-sql",
"direct": false,
"version": "2024.5.0",
"ecosystem": "pypi"
},
{
"name": "debugpy",
"direct": false,
"version": "1.8.20",
"ecosystem": "pypi"
},
{
"name": "decorator",
"direct": false,
"version": "5.2.1",
"ecosystem": "pypi"
},
{
"name": "defusedxml",
"direct": false,
"version": "0.7.1",
"ecosystem": "pypi"
},
{
"name": "dill",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "distributed",
"direct": false,
"version": "2026.1.2",
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": "0.21.2",
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": "0.22.4",
"ecosystem": "pypi"
},
{
"name": "duckdb",
"direct": false,
"version": "1.4.4",
"ecosystem": "pypi"
},
{
"name": "duckdb-engine",
"direct": false,
"version": "0.17.0",
"ecosystem": "pypi"
},
{
"name": "entrypoints",
"direct": false,
"version": "0.4",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "executing",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": "0.128.1",
"ecosystem": "pypi"
},
{
"name": "fastjsonschema",
"direct": false,
"version": "2.21.2",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.20.3",
"ecosystem": "pypi"
},
{
"name": "flake8",
"direct": false,
"version": "7.3.0",
"ecosystem": "pypi"
},
{
"name": "flask",
"direct": false,
"version": "3.1.2",
"ecosystem": "pypi"
},
{
"name": "fonttools",
"direct": false,
"version": "4.61.1",
"ecosystem": "pypi"
},
{
"name": "fqdn",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "frozenlist",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
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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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{
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{
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{
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"login": "CRSantiago",
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{
"type": "User",
"login": "veghdev",
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],
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"publish.yml",
"test_all.yml",
"test_core.yml",
"test_dask.yml",
"test_no_sql.yml",
"test_notebook.yml",
"test_ray.yml",
"test_spark.yml",
"test_win.yml"
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{
"name": "Branch-Protection",
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{
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{
"name": "CII-Best-Practices",
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"reason": "badge detected: InProgress",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
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{
"name": "Dangerous-Workflow",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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{
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},
{
"name": "Fuzzing",
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},
{
"name": "License",
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"reason": "license file detected",
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{
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},
{
"name": "Packaging",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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{
"name": "Pinned-Dependencies",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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{
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{
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{
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{
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},
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"source": {
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"categories": [
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{
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"guards": [],
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],
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{
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{
"key": "forks",
"name": "Forks",
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"code": "forks",
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],
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{
"key": "watchers",
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],
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
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"inputs": {
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"has_license": true,
"has_contributing": true,
"has_issue_template": false,
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"has_pull_request_template": false
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"components": [
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"key": "readme",
"name": "README",
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"status": "met",
"details": [],
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{
"key": "license",
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"status": "met",
"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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],
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{
"key": "contributing_guide",
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"detail": null,
"points": 18,
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"details": [],
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{
"key": "code_of_conduct",
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"detail": null,
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"status": "missed",
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{
"key": "issue_template",
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"status": "missed",
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{
"key": "pr_template",
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{
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"components": [
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"ecosystems": "pypi"
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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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"key": "openssf_scorecard_contributors",
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]
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"key": "responsiveness",
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"key": "pr_acceptance",
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"key": "openssf_scorecard_code_review",
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"key": "stewardship",
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"components": [
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"key": "verified_domain",
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{
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{
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"key": "package_maintenance",
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"components": [
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"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
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"count": 1,
"ecosystems": "pypi"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
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"detail": "latest publish 150 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
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"days": 150
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}
],
"max_points": 35
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{
"key": "version_history",
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"detail": "126 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 126
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}
],
"max_points": 20
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{
"key": "not_deprecated",
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"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
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],
"max_points": 20
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]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 88,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
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"note": null,
"notes": [],
"value": 80,
"inputs": {
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"components": [
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"key": "ci_workflows",
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"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
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}
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{
"key": "tests_present",
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"points": 24,
"status": "met",
"details": [],
"max_points": 24
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{
"key": "linter_config",
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"status": "met",
"details": [
{
"code": "file_list",
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],
"max_points": 16
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{
"key": "pre_commit_hooks",
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"points": 9.6,
"status": "met",
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},
{
"key": "editorconfig",
"name": ".editorconfig",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
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"points": 6,
"status": "partial",
"details": [],
"max_points": 20
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]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
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"dask",
"data-practitioners",
"machine-learning",
"distributed-systems",
"distributed-computing",
"distributed",
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"has_wiki": true,
"homepage": "https://fugue-tutorials.readthedocs.io/",
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"has_docs_dir": true,
"has_description": true
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"components": [
{
"key": "readme",
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"detail": null,
"points": 30,
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"details": [],
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{
"key": "documentation_directory",
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"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
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{
"key": "documentation_homepage_site",
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"status": "met",
"details": [],
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{
"key": "repository_description",
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"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "9 topics",
"points": 10,
"status": "met",
"details": [
{
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}
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"max_points": 10
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{
"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": "at_risk",
"name": "Security",
"value": 48,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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],
"value": 35,
"inputs": {
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"components": [
{
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"points": 7.5,
"status": "met",
"details": [],
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},
{
"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",
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{
"code": "no_data",
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],
"max_points": 7.5
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{
"key": "ci_tests",
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"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "badge detected: InProgress",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 28/30 approved changesets -- score normalized to 9",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
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"points": 1.5,
"status": "partial",
"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": "0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
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"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": "103 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:fugue@0.9.7 runtime dependency closure — what installing the published package pulls in — 10 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": {}
}
],
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"inputs": {
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"advisories": 0,
"affected_packages": 0,
"assessed_packages": 10,
"unassessed_packages": 0,
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"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",
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}
],
"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": 10,
"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",
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"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
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}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
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"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"
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"review_only_matches": 0,
"assessed_self_published_locations": 8
},
"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",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
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}
},
{
"code": "weights_renormalized",
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],
"value": 1,
"inputs": {
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"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_agent_instructions",
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}
],
"max_points": 45
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{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
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"points": 0,
"status": "excluded",
"details": [
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"code": "no_data",
"params": {}
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],
"max_points": 40
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]
},
{
"key": "ai_verify_loop",
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"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 88,
"inputs": {
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"has_tests": true,
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"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
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"points": 18,
"status": "met",
"details": [
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"code": "file_list",
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],
"max_points": 18
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{
"key": "automated_tests",
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"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
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"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
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],
"max_points": 11
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{
"key": "static_type_checking",
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"detail": "fugue/py.typed",
"points": 11,
"status": "met",
"details": [
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"code": "file_list",
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}
],
"max_points": 11
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{
"key": "reproducible_environment",
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"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
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}
],
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{
"key": "demonstrated_agent_practice",
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"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
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"status": "excluded",
"details": [
{
"code": "no_data",
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}
],
"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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"status": "missed",
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]
},
{
"key": "ai_code_legibility",
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"note": null,
"notes": [],
"value": 82,
"inputs": {
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"largest_source_bytes": 88213,
"source_files_sampled": 251,
"oversized_source_files": 2
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"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
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"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
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"language": "Python"
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/251 source files over 60KB",
"points": 54.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
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"sampled": 251,
"oversized": 2
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}
],
"max_points": 55
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]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"has_mcp_signal": false,
"api_schema_files": []
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"components": [
{
"key": "api_schema_openapi_graphql_proto",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
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{
"key": "mcp_server",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
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"detail": "notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
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}
],
"max_points": 40
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]
}
],
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],
"metrics_version": "1.13.0"
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"warnings": [],
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"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/fugue-project/fugue.svg",
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