公开记录良好
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-30 08:25 UTC
holoviz / lumen
Illuminate your data. Agent framework turning natural language into SQL, charts, dashboards and reports.
holoviz/lumen 的健康指数为 100 分中的 80 分，处于「良好」区间。 其得分最高的类别是Engineering Quality（96/100），最低的是AI Readiness（57/100）。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。
80
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。
80
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 | lumen | 1.3.0 | - | 205 | 0 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？
89
开发活跃度
93优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 29.1/36 | 提交节奏 — 52 周中有 42 周有提交 |
| 18/18 | 提交量 — 最近一年 395 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 395 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 42 |
发布纪律
83良好
评分方式
| 27/27 | 有发布版本 — 已发布 18 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 19.8/27 | 发布节奏 — 约每 111.1 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 18 |
| latest_release_tag | v1.3.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 111.1 |
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？
67
流行度与采用
58中等
评分方式
| 40.2/60 | 星标 — 300 个星标 |
| 12.9/25 | 复刻 — 36 个复刻 |
| 5/15 | 关注者 — 9 位关注者 |
所用输入
| forks | 36 |
| stars | 300 |
| watchers | 9 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
77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（BSD-3-Clause） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 是 |
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？
75
维护者韧性（巴士系数）
60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 |
| 11.8/22.5 | 提交分布 — 头号贡献者编写了 48% 的提交 |
| 13.5/13.5 | 贡献者广度 — 25 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 11 contributing companies or organizations |
所用输入
| bus_factor | 2 |
| contributors_sampled | 25 |
| top_contributor_share | 0.477 |
议题与 PR 响应能力
78良好
评分方式
| 29.6/46.8 | 议题解决 — 63% 的议题已关闭 |
| 35.3/38.3 | PR 接受 — 已裁定的 PR 中 1,397/1,515 已合并 |
| 13.5/15 | OpenSSF Scorecard：Code-Review — Found 29/30 approved changesets -- score normalized to 9 |
所用输入
| merged_prs | 1,397 |
| open_issues | 163 |
| closed_issues | 281 |
| issue_closed_ratio | 0.633 |
| closed_unmerged_prs | 118 |
所有权与托管责任
70良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 19.1/25 | 所有者影响力 — holoviz 有 447 位关注者 |
| 20.8/25 | 既往记录 — 15 个公开仓库，账户约 7 年 |
所用输入
| followers | 447 |
| owner_type | Organization |
| is_verified | — |
| owner_login | holoviz |
| public_repos | 15 |
| account_age_days | 2,606 |
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 0 天前 |
| 20/20 | 版本历史 — 205 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 | lumen |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
96
工程实践
94优秀
评分方式
| 24/24 | CI 工作流 — 7 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 |
| 20/20 | OpenSSF Scorecard：CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 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://lumen.holoviz.org |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 12 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | ai-agents, conversational-ai, data-exploration, data-visualization, duckdb, holoviz, llm, panel, python, text-to-sql, xarray, rag |
| has_wiki | 是 |
| homepage | https://lumen.holoviz.org |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
71
安全态势
71良好
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6.8/7.5 | Code-Review — Found 29/30 approved changesets -- score normalized to 9 |
| 2.5/2.5 | Contributors — project has 11 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 17 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 5/5 | SAST — SAST tool is run on all commits |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 7.5/7.5 | Token-Permissions — GitHub workflow tokens follow principle of least privilege |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 7.1 |
已排除计分（无数据或不适用）：branch_protection。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
57
AI 代理上下文与指引
85优秀
评分方式
| 45/45 | 代理指令 — docs/configuration/agents.md, docs/reference/api/ai/agents.md |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 100 次人类提交中有 95 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 | 0.95 |
| agent_instruction_files | docs/configuration/agents.md, docs/reference/api/ai/agents.md |
| agent_instruction_max_bytes | 15,454 |
验证循环（构建 / 测试 / 类型检查）
43存在风险
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 10/10 | OpenSSF Scorecard：Pinned-Dependencies — all dependencies are pinned |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
53中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 53.2/55 | 可控的文件大小 — 采样的 212 个源文件中有 7 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 119,713 |
| source_files_sampled | 212 |
| oversized_source_files | 7 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
300GitHub 星标
25贡献者
395最近 12 个月提交数
0距最近推送天数
18发布版本数
2巴士系数（bus factor）
163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
- deps.dev does not index pypi:lumen@1.3.0; advisories assessed against the repository dependency graph instead
- No resolved dependencies carried a version and a supported ecosystem
更多细节
Star 与 Fork 历史 0 ★ / 36 ⇿
0Star
36Fork
16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 1次版本 10修订 5
每个点涵盖 6 天。
OpenSSF Scorecard 7.1 / 10
7.1综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 9 | Code-Review | Found 29/30 approved changesets -- score normalized to 9 |
| 10 | Contributors | project has 11 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 17 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 10 | SAST | SAST tool is run on all commits |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 10 | Token-Permissions | GitHub workflow tokens follow principle of least privilege |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 28
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | bokeh | — | pyproject.toml |
| PyPI | chardet | — | pyproject.toml |
| PyPI | duckdb | >=1.2.0 | pyproject.toml |
| PyPI | lxml | — | pyproject.toml |
| PyPI | griffe | — | pyproject.toml |
| PyPI | holoviews | >=1.17.0 | pyproject.toml |
| PyPI | hvplot | — | pyproject.toml |
| PyPI | instructor | >=1.14.3 | pyproject.toml |
| PyPI | intake | <2 | pyproject.toml |
| PyPI | jinja2 | >3.0 | pyproject.toml |
| PyPI | markitdown | — | pyproject.toml |
| PyPI | nbformat | — | pyproject.toml |
| PyPI | numpy | — | pyproject.toml |
| PyPI | packaging | — | pyproject.toml |
| PyPI | pandas | — | pyproject.toml |
| PyPI | panel | >=1.7.5 | pyproject.toml |
| PyPI | panel-graphic-walker | >=0.6.4 | pyproject.toml |
| PyPI | panel-material-ui | >=0.14.0 | pyproject.toml |
| PyPI | panel-splitjs | >=0.4.0 | pyproject.toml |
| PyPI | param | >=2.2.1 | pyproject.toml |
| PyPI | pyarrow | — | pyproject.toml |
| PyPI | pydantic | >=2.8.0 | pyproject.toml |
| PyPI | pydantic-extra-types | — | pyproject.toml |
| PyPI | semchunk | — | pyproject.toml |
| PyPI | sqlglot | — | pyproject.toml |
| PyPI | tabulate | — | pyproject.toml |
| PyPI | tiktoken | — | pyproject.toml |
| PyPI | vl-convert-python | — | pyproject.toml |
全部依赖 17
来自 GitHub 依赖图的完整解析依赖集合：11 个直接依赖与 6 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 | duckdb | — | 直接 |
| PyPI | holoviews | — | 直接 |
| PyPI | instructor | — | 直接 |
| PyPI | intake | — | 直接 |
| PyPI | jinja2 | — | 直接 |
| PyPI | panel | — | 直接 |
| PyPI | panel-graphic-walker | — | 直接 |
| PyPI | panel-material-ui | — | 直接 |
| PyPI | panel-splitjs | — | 直接 |
| PyPI | param | — | 直接 |
| PyPI | pydantic | — | 直接 |
| PyPI | boto3 | — | 间接 |
| PyPI | google-genai | — | 间接 |
| PyPI | llama-cpp-python | — | 间接 |
| PyPI | sentence-transformers | — | 间接 |
| PyPI | transformers | — | 间接 |
| PyPI | xarray-sql | — | 间接 |
依赖安全公告 未评估
本报告未能完成公告比对：No resolved dependencies carried a version and a supported ecosystem
原始 JSON 报告 机器可读
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"kind": "minor",
"published_at": "2025-02-19T12:55:37Z"
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"tag": "v0.6.0",
"kind": "minor",
"published_at": "2023-11-02T11:02:22Z"
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"published_at": "2023-01-05T11:54:24Z"
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"published_at": "2021-04-23T14:59:56Z"
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"published_at": "2021-04-23T14:53:58Z"
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"published_at": "2021-04-23T14:53:15Z"
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{
"tag": "v0.3.0",
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"published_at": "2021-03-17T17:36:05Z"
},
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