公开记录中等
软件健康报告模式 0.12.0 · 指标 1.13.0 · 2026-07-17 21:50 UTC
giswqs / geospatial
A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.
giswqs/geospatial 的健康指数为 100 分中的 68 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（100/100），最低的是AI Readiness（36/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
68
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。
68
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 | geospatial指向其他仓库——不计分 | 0.12.0 | 2,213 | 37 | 10 天前 | geospatial |
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？
69
开发活跃度
53中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 4.2/36 | 提交节奏 — 52 周中有 6 周有提交 |
| 12.2/18 | 提交量 — 最近一年 22 次提交 |
| 1/10 | OpenSSF Scorecard：Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
所用输入
| commits_last_year | 22 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 6 |
发布纪律
92优秀
评分方式
| 27/27 | 有发布版本 — 已发布 36 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 10 天前 |
| 19.8/27 | 发布节奏 — 约每 77.1 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 36 |
| latest_release_tag | v0.12.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 10 |
| mean_days_between_releases | 77.1 |
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？
66
流行度与采用
62中等
评分方式
| 42.6/60 | 星标 — 426 个星标 |
| 13.6/25 | 复刻 — 44 个复刻 |
| 6.2/15 | 关注者 — 14 位关注者 |
所用输入
| forks | 44 |
| stars | 426 |
| watchers | 14 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
70良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
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？
58
维护者韧性（巴士系数）
31存在风险
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 5.5/22.5 | 提交分布 — 头号贡献者编写了 76% 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 | 0.755 |
议题与 PR 响应能力
74良好
评分方式
| 46.8/46.8 | 议题解决 — 100% 的议题已关闭 |
| 26.1/38.3 | PR 接受 — 已裁定的 PR 中 86/126 已合并 |
| 1.5/15 | OpenSSF Scorecard：Code-Review — Found 1/10 approved changesets -- score normalized to 1 |
所用输入
| merged_prs | 86 |
| open_issues | 0 |
| closed_issues | 20 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 40 |
所有权与托管责任
75良好
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 25/25 | 所有者影响力 — opengeos 有 3,826 位关注者 |
| 19.6/25 | 既往记录 — 166 个公开仓库，账户约 3 年 |
所用输入
| followers | 3,826 |
| owner_type | Organization |
| is_verified | — |
| owner_login | opengeos |
| public_repos | 166 |
| account_age_days | 1,200 |
工程质量
基础的工程与文档实践是否到位？
100
工程实践
100优秀
评分方式
| 24/24 | CI 工作流 — 8 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 6.4/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 是 |
| 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://geospatial.gishub.org |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 11 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | python, geospatial, gis, remote-sensing, image-processing, jupyter, xarray, geemap, leafmap, geopandas, rasterio |
| has_wiki | 是 |
| homepage | https://geospatial.gishub.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？
46
安全态势
46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 — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 25 out of 25 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 |
| 0.8/7.5 | Code-Review — Found 1/10 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 5 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 0.8/7.5 | Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 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 |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.6 |
已排除计分（无数据或不适用）：signed_releases。 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。
36
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
| 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 |
| 10/10 | 可复现环境 — Dockerfile, lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 5/8 | 自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 是 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
已排除计分（无数据或不适用）：已体现的代理实践。 其余权重已重新归一化。
面向模型的代码可读性
55中等
评分方式
| 0/45 | 可类型检查的代码 — Dockerfile，未配置类型检查 |
| 55/55 | 可控的文件大小 — 采样的 4 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Dockerfile |
| largest_source_bytes | 401 |
| source_files_sampled | 4 |
| oversized_source_files | 0 |
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, notebooks |
所用输入
| example_dirs | examples, notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
426GitHub 星标
5贡献者
22最近 12 个月提交数
0距最近推送天数
36发布版本数
1巴士系数（bus factor）
0开放议题
PyPI软件包生态系统数
数据采集警告
- pypi package 'geospatial' points at a different repository (https://github.com/opengeos/geospatial); excluded from ecosystem scoring
更多细节
OpenSSF Scorecard 4.6 / 10
4.6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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 25 out of 25 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 |
| 1 | Code-Review | Found 1/10 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 5 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 1 | Maintained | 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1 |
| 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 |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
全部依赖 649
来自 GitHub 依赖图的完整解析依赖集合：0 个直接依赖与 649 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 | accelerate | 1.14.0 | 间接 |
| PyPI | access | 1.1.10.post3 | 间接 |
| PyPI | aenum | 3.1.17 | 间接 |
| PyPI | affine | 2.4.0 | 间接 |
| PyPI | aiobotocore | 3.7.0 | 间接 |
| PyPI | aiohappyeyeballs | 2.7.1 | 间接 |
| PyPI | aiohttp | 3.14.1 | 间接 |
| PyPI | aioitertools | 0.13.0 | 间接 |
| PyPI | aiosignal | 1.4.0 | 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 | anymap | 0.12.0 | 间接 |
| PyPI | anywidget | 0.11.0 | 间接 |
| PyPI | apache-sedona | — | 间接 |
| PyPI | apache-sedona | 1.9.0 | 间接 |
| PyPI | appdirs | 1.4.4 | 间接 |
| PyPI | appnope | 0.1.4 | 间接 |
| PyPI | apsw | 3.53.3.0 | 间接 |
| PyPI | apswutils | 0.1.2 | 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 | asciitree | 0.3.3 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | attrs | 26.1.0 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backoff | 2.2.1 | 间接 |
| PyPI | bash-kernel | 0.10.0 | 间接 |
| PyPI | beartype | 0.22.9 | 间接 |
| PyPI | beautifulsoup4 | 4.15.0 | 间接 |
| PyPI | black | — | 间接 |
| PyPI | bleach | 6.4.0 | 间接 |
| PyPI | blis | 1.3.3 | 间接 |
| PyPI | bokeh | — | 间接 |
| PyPI | bokeh | 3.9.1 | 间接 |
| PyPI | boto3 | 1.43.0 | 间接 |
| PyPI | botocore | 1.43.0 | 间接 |
| PyPI | bounded-pool-executor | 0.0.3 | 间接 |
| PyPI | bqplot | 0.13.1 | 间接 |
| PyPI | bqscales | 0.3.7 | 间接 |
| PyPI | branca | 0.8.2 | 间接 |
| PyPI | bs4 | 0.0.2 | 间接 |
| PyPI | bump2version | — | 间接 |
| PyPI | cachetools | 7.1.4 | 间接 |
| PyPI | catalogue | 2.0.10 | 间接 |
| PyPI | cenpy | — | 间接 |
| PyPI | cenpy | 1.0.1 | 间接 |
| PyPI | certifi | 2026.6.17 | 间接 |
| PyPI | cffi | 2.1.0 | 间接 |
| PyPI | cftime | 1.6.5 | 间接 |
| PyPI | charset-normalizer | 3.4.8 | 间接 |
| PyPI | chroma-py | 0.1.0.dev1 | 间接 |
| PyPI | click | 8.4.2 | 间接 |
| PyPI | click-plugins | 1.1.1.2 | 间接 |
| PyPI | cligj | 0.7.2 | 间接 |
| PyPI | cloudpathlib | 0.24.0 | 间接 |
| PyPI | cloudpickle | 3.1.2 | 间接 |
| PyPI | codespell | — | 间接 |
| PyPI | color-operations | 0.2.0 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | colorcet | 3.2.1 | 间接 |
| PyPI | colorlog | 6.10.1 | 间接 |
| PyPI | colour | 0.1.5 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | confection | 1.3.3 | 间接 |
| PyPI | configobj | 5.0.9 | 间接 |
| PyPI | contextily | — | 间接 |
| PyPI | contextily | 1.7.0 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | coverage | — | 间接 |
| PyPI | cryptography | 49.0.0 | 间接 |
| PyPI | cubo | — | 间接 |
| PyPI | cubo | 2026.2.0 | 间接 |
| PyPI | cuda-bindings | 12.9.4 | 间接 |
| PyPI | cuda-pathfinder | 1.5.6 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | cymem | 2.0.13 | 间接 |
| PyPI | dask | 2026.7.0 | 间接 |
| PyPI | dask-ee | — | 间接 |
| PyPI | dask-ee | 0.0.4 | 间接 |
| PyPI | dask-geopandas | — | 间接 |
| PyPI | dask-geopandas | 0.5.0 | 间接 |
| PyPI | dataclasses-json | 0.6.7 | 间接 |
| PyPI | datashader | — | 间接 |
| PyPI | datashader | 0.19.1 | 间接 |
| PyPI | debugpy | 1.8.21 | 间接 |
| PyPI | decorator | 5.3.1 | 间接 |
| PyPI | defusedxml | 0.7.1 | 间接 |
| PyPI | deprecated | 1.3.1 | 间接 |
| PyPI | deprecation | 2.1.0 | 间接 |
| PyPI | dict2xml | 1.7.8 | 间接 |
| PyPI | dill | 0.4.1 | 间接 |
| PyPI | distributed | 2026.7.0 | 间接 |
| PyPI | distro | 1.9.0 | 间接 |
| PyPI | donfig | 0.8.1.post1 | 间接 |
| PyPI | duckdb | — | 间接 |
| PyPI | duckdb | 1.5.4 | 间接 |
| PyPI | duckdb-engine | 0.17.0 | 间接 |
| PyPI | earthaccess | — | 间接 |
| PyPI | earthaccess | 0.17.0 | 间接 |
| PyPI | earthaccess | 0.18.0 | 间接 |
| PyPI | earthengine-api | — | 间接 |
| PyPI | earthengine-api | 1.7.34 | 间接 |
| PyPI | earthpy | — | 间接 |
| PyPI | earthpy | 0.9.4 | 间接 |
| PyPI | easystac | — | 间接 |
| PyPI | easystac | 0.0.1 | 间接 |
| PyPI | editorconfig | 0.17.1 | 间接 |
| PyPI | ee-extra | 2025.7.2 | 间接 |
| PyPI | eemont | — | 间接 |
| PyPI | eemont | 2025.7.1 | 间接 |
| PyPI | eerepr | 0.1.2 | 间接 |
| PyPI | eoreader | — | 间接 |
| PyPI | eoreader | 0.24.1 | 间接 |
| PyPI | ephem | 4.2.1 | 间接 |
| PyPI | esda | 2.8.2 | 间接 |
| PyPI | et-xmlfile | 2.0.0 | 间接 |
| PyPI | eval-type-backport | 0.4.0 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | fastai | 2.8.7 | 间接 |
| PyPI | fastapi | 0.139.0 | 间接 |
| PyPI | fastcore | 1.14.2 | 间接 |
| PyPI | fastdownload | 0.0.7 | 间接 |
| PyPI | fasteners | 0.20 | 间接 |
| PyPI | fastjsonschema | 2.21.2 | 间接 |
| PyPI | fastlite | 0.2.4 | 间接 |
| PyPI | fastprogress | 1.1.6 | 间接 |
| PyPI | fasttransform | 0.0.2 | 间接 |
| PyPI | ffmpeg-python | 0.2.0 | 间接 |
| PyPI | filelock | 3.29.6 | 间接 |
| PyPI | filetype | 1.2.0 | 间接 |
| PyPI | fiona | — | 间接 |
| PyPI | fiona | 1.10.1 | 间接 |
| PyPI | flake8 | — | 间接 |
| PyPI | folium | — | 间接 |
| PyPI | folium | 0.20.0 | 间接 |
| PyPI | fonttools | 4.63.0 | 间接 |
| PyPI | fqdn | 1.5.1 | 间接 |
| PyPI | frozenlist | 1.8.0 | 间接 |
| PyPI | fsspec | 2026.6.0 | 间接 |
| PyPI | future | 1.0.0 | 间接 |
| PyPI | fuzzywuzzy | 0.18.0 | 间接 |
| PyPI | gdown | 6.1.0 | 间接 |
| PyPI | geeadd | 2.1.0 | 间接 |
| PyPI | geemap | — | 间接 |
| PyPI | geemap | 0.37.2 | 间接 |
| PyPI | geemap | 0.38.3 | 间接 |
| PyPI | geoalchemy2 | — | 间接 |
| PyPI | geoalchemy2 | 0.20.0 | 间接 |
| PyPI | geocoder | 1.38.1 | 间接 |
| PyPI | geocube | — | 间接 |
| PyPI | geocube | 0.7.1 | 间接 |
| PyPI | geographiclib | 2.1 | 间接 |
| PyPI | geojson | 3.3.0 | 间接 |
| PyPI | geolibre | — | 间接 |
| PyPI | geolibre | 1.10.0 | 间接 |
| PyPI | geolibre-wasm | — | 间接 |
| PyPI | geolibre-wasm | 0.5.3 | 间接 |
| PyPI | geomet | 1.1.0 | 间接 |
| PyPI | geopandas | — | 间接 |
| PyPI | geopandas | 1.1.4 | 间接 |
| PyPI | geopy | 2.4.1 | 间接 |
| PyPI | geospatial | 0.11.6 | 间接 |
| PyPI | geotiff | — | 间接 |
| PyPI | geotiff | 0.2.10 | 间接 |
| PyPI | geoutils | 0.2.5 | 间接 |
| PyPI | giddy | 2.3.8 | 间接 |
| PyPI | gitdb | 4.0.12 | 间接 |
| PyPI | gitpython | 3.1.50 | 间接 |
| PyPI | google-api-core | 2.31.0 | 间接 |
| PyPI | google-api-python-client | 2.198.0 | 间接 |
| PyPI | google-auth | 2.55.1 | 间接 |
| PyPI | google-auth-httplib2 | 0.4.0 | 间接 |
| PyPI | google-cloud-core | 2.6.0 | 间接 |
| PyPI | google-cloud-storage | 3.12.0 | 间接 |
| PyPI | google-crc32c | 1.8.0 | 间接 |
| PyPI | google-resumable-media | 2.10.0 | 间接 |
| PyPI | googleapis-common-protos | 1.75.0 | 间接 |
| PyPI | greenlet | 3.5.3 | 间接 |
| PyPI | grip | — | 间接 |
| PyPI | gwlearn | 0.1.1 | 间接 |
| PyPI | gwlearn | 0.2.0 | 间接 |
| PyPI | h11 | 0.16.0 | 间接 |
| PyPI | h3 | — | 间接 |
| PyPI | h3 | 4.5.0 | 间接 |
| PyPI | h5netcdf | 1.8.1 | 间接 |
| PyPI | h5py | 3.16.0 | 间接 |
| PyPI | hf-xet | 1.5.1 | 间接 |
| PyPI | holoviews | 1.23.1 | 间接 |
| PyPI | html2text | 2025.4.15 | 间接 |
| PyPI | httpcore | 1.0.9 | 间接 |
| PyPI | httpcore2 | 2.5.0 | 间接 |
| PyPI | httplib2 | 0.32.0 | 间接 |
| PyPI | httptools | 0.8.0 | 间接 |
| PyPI | httpx | 0.28.1 | 间接 |
| PyPI | httpx2 | 2.5.0 | 间接 |
| PyPI | huggingface-hub | 1.22.0 | 间接 |
| PyPI | humanize | 4.16.0 | 间接 |
| PyPI | hvplot | — | 间接 |
| PyPI | hvplot | 0.12.2 | 间接 |
| PyPI | hypercoast | — | 间接 |
| PyPI | hypercoast | 0.27.0 | 间接 |
| PyPI | icecream | 2.2.0 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | imagecodecs | 2026.1.14 | 间接 |
| PyPI | imagecodecs | 2026.6.26 | 间接 |
| PyPI | imageio | 2.37.3 | 间接 |
| PyPI | importlib-metadata | 9.0.0 | 间接 |
| PyPI | importlib-resources | 7.1.0 | 间接 |
| PyPI | inequality | 1.1.2 | 间接 |
| PyPI | ipyevents | 2.0.4 | 间接 |
| PyPI | ipyfilechooser | 0.6.0 | 间接 |
| PyPI | ipygany | — | 间接 |
| PyPI | ipygany | 0.5.0 | 间接 |
| PyPI | ipykernel | — | 间接 |
| PyPI | ipykernel | 7.3.0 | 间接 |
| PyPI | ipyleaflet | — | 间接 |
| PyPI | ipyleaflet | 0.20.0 | 间接 |
| PyPI | ipython | 9.15.0 | 间接 |
| PyPI | ipython-genutils | 0.2.0 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | ipytree | 0.2.2 | 间接 |
| PyPI | ipyvue | 1.12.0 | 间接 |
| PyPI | ipyvuetify | 1.11.3 | 间接 |
| PyPI | ipywidgets | 8.1.8 | 间接 |
| PyPI | isoduration | 20.11.0 | 间接 |
| PyPI | itsdangerous | 2.2.0 | 间接 |
| PyPI | jbpy | 0.6.1 | 间接 |
| PyPI | jedi | 0.20.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | jmespath | 1.1.0 | 间接 |
| PyPI | joblib | 1.5.3 | 间接 |
| PyPI | jsbeautifier | 2.0.3 | 间接 |
| PyPI | json5 | 0.15.0 | 间接 |
| PyPI | jsonpointer | 3.1.1 | 间接 |
| PyPI | jsonschema | 4.26.0 | 间接 |
| PyPI | jsonschema-specifications | 2025.9.1 | 间接 |
| PyPI | jupysql | 0.11.1 | 间接 |
| PyPI | jupysql-plugin | 0.4.5 | 间接 |
| PyPI | jupyter-client | 8.9.1 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | jupyter-events | 0.12.1 | 间接 |
| PyPI | jupyter-leaflet | 0.20.0 | 间接 |
| PyPI | jupyter-loopback | 0.3.3 | 间接 |
| PyPI | jupyter-server | 2.20.0 | 间接 |
| PyPI | jupyter-server-proxy | 4.5.0 | 间接 |
| PyPI | jupyter-server-terminals | 0.5.4 | 间接 |
| PyPI | jupyter-ui-poll | 1.1.0 | 间接 |
| PyPI | jupyterlab-pygments | 0.3.0 | 间接 |
| PyPI | jupyterlab-server | 2.28.0 | 间接 |
| PyPI | jupyterlab-widgets | 3.0.16 | 间接 |
| PyPI | kiwisolver | 1.5.0 | 间接 |
| PyPI | lark | 1.3.1 | 间接 |
| PyPI | laspy | — | 间接 |
| PyPI | laspy | 2.7.0 | 间接 |
| PyPI | lazy-loader | 0.5 | 间接 |
| PyPI | leafmap | — | 间接 |
| PyPI | leafmap | 0.63.0 | 间接 |
| PyPI | libpysal | 4.14.1 | 间接 |
| PyPI | libpysal | 4.15.0 | 间接 |
| PyPI | lidar | 0.8.4 | 间接 |
| PyPI | lightgbm | 4.6.0 | 间接 |
| PyPI | linkify-it-py | 2.1.0 | 间接 |
| PyPI | livereload | — | 间接 |
| PyPI | llvmlite | 0.48.0 | 间接 |
| PyPI | localtileserver | — | 间接 |
| PyPI | localtileserver | 1.0.0 | 间接 |
| PyPI | locket | 1.0.0 | 间接 |
| PyPI | lxml | 6.1.1 | 间接 |
| PyPI | lz4 | 4.4.5 | 间接 |
| PyPI | mapboxgl | — | 间接 |
| PyPI | mapboxgl | 0.10.2 | 间接 |
| PyPI | mapclassify | — | 间接 |
| PyPI | mapclassify | 2.10.0 | 间接 |
| PyPI | maplibre | — | 间接 |
| PyPI | maplibre | 0.3.6 | 间接 |
| PyPI | mapwidget | — | 间接 |
| PyPI | mapwidget | 0.2.0 | 间接 |
| PyPI | markdown | 3.10.2 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | marshmallow | 3.26.2 | 间接 |
| PyPI | matplotlib | 3.11.0 | 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 | mercantile | 1.2.1 | 间接 |
| PyPI | methodtools | 0.4.7 | 间接 |
| PyPI | mgwr | 2.2.1 | 间接 |
| PyPI | mistune | 3.3.2 | 间接 |
| PyPI | mkdocs | — | 间接 |
| PyPI | mkdocs-git-revision-date-plugin | — | 间接 |
| PyPI | mkdocs-jupyter | — | 间接 |
| PyPI | mkdocs-material | — | 间接 |
| PyPI | mkdocs-pdf-export-plugin | — | 间接 |
| PyPI | mkdocstrings | — | 间接 |
| PyPI | mkdocstrings-crystal | — | 间接 |
| PyPI | mkdocstrings-python | — | 间接 |
| PyPI | momepy | 0.11.0 | 间接 |
| PyPI | momepy | 1.0.0 | 间接 |
| PyPI | morecantile | 7.0.3 | 间接 |
| PyPI | movingpandas | — | 间接 |
| PyPI | movingpandas | 0.22.4 | 间接 |
| PyPI | mpmath | 1.3.0 | 间接 |
| PyPI | msgpack | 1.2.1 | 间接 |
| PyPI | mss | — | 间接 |
| PyPI | mss | 10.2.0 | 间接 |
| PyPI | multidict | 6.7.1 | 间接 |
| PyPI | multimethod | 2.0.2 | 间接 |
| PyPI | multipledispatch | 1.0.0 | 间接 |
| PyPI | murmurhash | 1.0.15 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | narwhals | 2.23.0 | 间接 |
| PyPI | nbclient | 0.11.0 | 间接 |
| PyPI | nbconvert | — | 间接 |
| PyPI | nbconvert | 7.17.1 | 间接 |
| PyPI | nbformat | 5.10.4 | 间接 |
| PyPI | nest-asyncio2 | 1.7.2 | 间接 |
| PyPI | netcdf4 | — | 间接 |
| PyPI | netcdf4 | 1.7.4 | 间接 |
| PyPI | networkx | — | 间接 |
| PyPI | networkx | 3.6.1 | 间接 |
| PyPI | nh3 | 0.3.6 | 间接 |
| PyPI | numba | — | 间接 |
| PyPI | numba | 0.66.0 | 间接 |
| PyPI | numcodecs | 0.16.5 | 间接 |
| PyPI | numexpr | 2.14.1 | 间接 |
| PyPI | numpy | 2.4.6 | 间接 |
| PyPI | nvidia-cublas-cu12 | 12.8.4.1 | 间接 |
| PyPI | nvidia-cuda-cupti-cu12 | 12.8.90 | 间接 |
| PyPI | nvidia-cuda-nvrtc-cu12 | 12.8.93 | 间接 |
| PyPI | nvidia-cuda-runtime-cu12 | 12.8.90 | 间接 |
| PyPI | nvidia-cudnn-cu12 | 9.10.2.21 | 间接 |
| PyPI | nvidia-cufft-cu12 | 11.3.3.83 | 间接 |
| PyPI | nvidia-cufile-cu12 | 1.13.1.3 | 间接 |
| PyPI | nvidia-curand-cu12 | 10.3.9.90 | 间接 |
| PyPI | nvidia-cusolver-cu12 | 11.7.3.90 | 间接 |
| PyPI | nvidia-cusparse-cu12 | 12.5.8.93 | 间接 |
| PyPI | nvidia-cusparselt-cu12 | 0.7.1 | 间接 |
| PyPI | nvidia-nccl-cu12 | 2.27.5 | 间接 |
| PyPI | nvidia-nvjitlink-cu12 | 12.8.93 | 间接 |
| PyPI | nvidia-nvshmem-cu12 | 3.4.5 | 间接 |
| PyPI | nvidia-nvtx-cu12 | 12.8.90 | 间接 |
| PyPI | oauthlib | 3.3.1 | 间接 |
| PyPI | odc-geo | 0.5.2 | 间接 |
| PyPI | odc-loader | 0.6.4 | 间接 |
| PyPI | odc-stac | — | 间接 |
| PyPI | odc-stac | 0.5.2 | 间接 |
| PyPI | opencv-python-headless | 5.0.0.93 | 间接 |
| PyPI | openpyxl | 3.1.5 | 间接 |
| PyPI | orjson | 3.11.9 | 间接 |
| PyPI | osmnx | — | 间接 |
| PyPI | osmnx | 2.1.0 | 间接 |
| PyPI | overrides | 7.7.0 | 间接 |
| PyPI | overturemaps | — | 间接 |
| PyPI | overturemaps | 1.0.1 | 间接 |
| PyPI | owslib | — | 间接 |
| PyPI | owslib | 0.35.0 | 间接 |
| PyPI | owslib | 0.36.0 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | palettable | — | 间接 |
| PyPI | palettable | 3.3.3 | 间接 |
| PyPI | pandas | 2.3.3 | 间接 |
| PyPI | pandocfilters | 1.5.1 | 间接 |
| PyPI | panel | — | 间接 |
| PyPI | panel | 1.9.3 | 间接 |
| PyPI | panel-material-ui | 0.13.0 | 间接 |
| PyPI | param | 2.4.1 | 间接 |
| PyPI | parso | 0.8.7 | 间接 |
| PyPI | partd | 1.4.2 | 间接 |
| PyPI | pathlib-abc | 0.5.2 | 间接 |
| PyPI | patsy | 1.0.2 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pillow | 12.3.0 | 间接 |
| PyPI | pip | — | 间接 |
| PyPI | planetary-computer | — | 间接 |
| PyPI | planetary-computer | 1.0.0 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | ploomber-core | 0.2.27 | 间接 |
| PyPI | plotly | — | 间接 |
| PyPI | plotly | 6.8.0 | 间接 |
| PyPI | plum-dispatch | 2.9.0 | 间接 |
| PyPI | pmtiles | 3.7.0 | 间接 |
| PyPI | pointpats | 2.5.5 | 间接 |
| PyPI | pointpats | 2.6.0 | 间接 |
| PyPI | pooch | 1.9.0 | 间接 |
| PyPI | posthog | 7.22.0 | 间接 |
| PyPI | pqdm | 0.2.0 | 间接 |
| PyPI | preshed | 3.0.13 | 间接 |
| PyPI | prettytable | 3.18.0 | 间接 |
| PyPI | prometheus-client | 0.25.0 | 间接 |
| PyPI | prompt-toolkit | 3.0.52 | 间接 |
| PyPI | propcache | 0.5.2 | 间接 |
| PyPI | proto-plus | 1.28.0 | 间接 |
| PyPI | protobuf | 7.35.1 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | psygnal | 0.15.1 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pulp | 3.3.2 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | pyarrow | 24.0.0 | 间接 |
| PyPI | pyasn1 | 0.6.3 | 间接 |
| PyPI | pyasn1-modules | 0.4.2 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pyct | 0.6.0 | 间接 |
| PyPI | pydantic | 2.13.4 | 间接 |
| PyPI | pydantic-core | 2.46.4 | 间接 |
| PyPI | pyfiglet | 1.0.4 | 间接 |
| PyPI | pygis | — | 间接 |
| PyPI | pygis | 0.10.2 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pykdtree | 1.4.3 | 间接 |
| PyPI | pymdown-extensions | 11.0.1 | 间接 |
| PyPI | pyntcloud | — | 间接 |
| PyPI | pyntcloud | 0.3.1 | 间接 |
| PyPI | pyogrio | — | 间接 |
| PyPI | pyogrio | 0.13.0 | 间接 |
| PyPI | pyorbital | 1.12.1 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pyperclip | 1.11.0 | 间接 |
| PyPI | pyproj | — | 间接 |
| PyPI | pyproj | 3.7.2 | 间接 |
| PyPI | pyresample | — | 间接 |
| PyPI | pyresample | 1.35.0 | 间接 |
| PyPI | pysal | — | 间接 |
| PyPI | pysal | 26.1 | 间接 |
| PyPI | pyshp | — | 间接 |
| PyPI | pyshp | 3.1.4 | 间接 |
| PyPI | pysocks | 1.7.1 | 间接 |
| PyPI | pystac | 1.15.1 | 间接 |
| PyPI | pystac-client | — | 间接 |
| PyPI | pystac-client | 0.9.0 | 间接 |
| PyPI | pystac-core | 1.15.1 | 间接 |
| PyPI | pystac-ext-classification | 2.0.0 | 间接 |
| PyPI | pystac-ext-datacube | 2.2.0 | 间接 |
| PyPI | pystac-ext-eo | 1.1.0 | 间接 |
| PyPI | pystac-ext-file | 2.1.0 | 间接 |
| PyPI | pystac-ext-grid | 1.1.0 | 间接 |
| PyPI | pystac-ext-item-assets | 1.0.0 | 间接 |
| PyPI | pystac-ext-label | 1.0.1 | 间接 |
| PyPI | pystac-ext-mgrs | 1.0.0 | 间接 |
| PyPI | pystac-ext-mlm | 1.4.0 | 间接 |
| PyPI | pystac-ext-pointcloud | 1.0.0 | 间接 |
| PyPI | pystac-ext-projection | 2.0.0 | 间接 |
| PyPI | pystac-ext-raster | 1.1.0 | 间接 |
| PyPI | pystac-ext-render | 2.0.0 | 间接 |
| PyPI | pystac-ext-sar | 1.0.0 | 间接 |
| PyPI | pystac-ext-sat | 1.0.0 | 间接 |
| PyPI | pystac-ext-scientific | 1.0.0 | 间接 |
| PyPI | pystac-ext-storage | 2.0.0 | 间接 |
| PyPI | pystac-ext-table | 1.2.0 | 间接 |
| PyPI | pystac-ext-timestamps | 1.1.0 | 间接 |
| PyPI | pystac-ext-version | 1.2.0 | 间接 |
| PyPI | pystac-ext-view | 1.0.0 | 间接 |
| PyPI | pystac-ext-xarray-assets | 1.0.0 | 间接 |
| PyPI | python-box | 7.4.1 | 间接 |
| PyPI | python-cmr | 0.13.0 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | python-dotenv | 1.2.2 | 间接 |
| PyPI | python-fasthtml | 0.14.4 | 间接 |
| PyPI | python-json-logger | 4.1.0 | 间接 |
| PyPI | python-multipart | 0.0.32 | 间接 |
| PyPI | pytz | 2026.2 | 间接 |
| PyPI | pyviz-comms | 3.0.6 | 间接 |
| PyPI | pywinpty | 3.0.5 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | pyzmq | 27.1.0 | 间接 |
| PyPI | quantecon | 0.11.2 | 间接 |
| PyPI | radiant-mlhub | 0.4.1 | 间接 |
| PyPI | rasterio | — | 间接 |
| PyPI | rasterio | 1.4.4 | 间接 |
| PyPI | rasterio | 1.5.0 | 间接 |
| PyPI | rasterstats | — | 间接 |
| PyPI | rasterstats | 0.21.0 | 间接 |
| PyPI | ratelim | 0.1.6 | 间接 |
| PyPI | reacton | 1.10.1 | 间接 |
| PyPI | referencing | 0.37.0 | 间接 |
| PyPI | requests | 2.34.2 | 间接 |
| PyPI | requests-futures | 1.0.2 | 间接 |
| PyPI | requests-oauthlib | 2.0.0 | 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 | 15.0.0 | 间接 |
| PyPI | rich-click | 1.9.8 | 间接 |
| PyPI | rio-cogeo | — | 间接 |
| PyPI | rio-cogeo | 7.0.2 | 间接 |
| PyPI | rio-tiler | 9.4.0 | 间接 |
| PyPI | rioxarray | — | 间接 |
| PyPI | rioxarray | 0.19.0 | 间接 |
| PyPI | rioxarray | 0.22.0 | 间接 |
| PyPI | rpds-py | 2026.6.3 | 间接 |
| PyPI | rtree | 1.4.1 | 间接 |
| PyPI | s2cloudless | — | 间接 |
| PyPI | s2cloudless | 1.7.3 | 间接 |
| PyPI | s3fs | 2026.6.0 | 间接 |
| PyPI | s3transfer | 0.17.1 | 间接 |
| PyPI | safetensors | 0.8.0 | 间接 |
| PyPI | sarkit | 1.10.0 | 间接 |
| PyPI | sarkit | 1.8.1 | 间接 |
| PyPI | sarpy | — | 间接 |
| PyPI | sarpy | 2.0.1 | 间接 |
| PyPI | satpy | — | 间接 |
| PyPI | satpy | 0.60.0 | 间接 |
| PyPI | scikit-image | 0.26.0 | 间接 |
| PyPI | scikit-learn | 1.9.0 | 间接 |
| PyPI | scipy | 1.17.1 | 间接 |
| PyPI | scipy | 1.18.0 | 间接 |
| PyPI | scooby | 0.11.2 | 间接 |
| PyPI | seaborn | 0.13.2 | 间接 |
| PyPI | segregation | 2.5.4 | 间接 |
| PyPI | segregation | 2.5.5 | 间接 |
| PyPI | semver | 3.0.4 | 间接 |
| PyPI | send2trash | 2.1.0 | 间接 |
| PyPI | sentinelhub | 3.11.5 | 间接 |
| PyPI | sentinelsat | — | 间接 |
| PyPI | sentinelsat | 1.2.1 | 间接 |
| PyPI | sentry-sdk | 2.64.0 | 间接 |
| PyPI | sertit | 1.54.2 | 间接 |
| PyPI | server-thread | 0.3.0 | 间接 |
| PyPI | setuptools | 83.0.0 | 间接 |
| PyPI | shapely | — | 间接 |
| PyPI | shapely | 2.1.2 | 间接 |
| PyPI | shellingham | 1.5.4 | 间接 |
| PyPI | simpervisor | 1.0.0 | 间接 |
| PyPI | simplejson | 4.1.1 | 间接 |
| PyPI | simplekml | — | 间接 |
| PyPI | simplekml | 1.3.6 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | sliderule | — | 间接 |
| PyPI | sliderule | 5.4.3 | 间接 |
| PyPI | smart-open | 8.0.0 | 间接 |
| PyPI | smmap | 5.0.3 | 间接 |
| PyPI | solara | — | 间接 |
| PyPI | solara | 1.60.0 | 间接 |
| PyPI | solara-server | 1.60.0 | 间接 |
| PyPI | solara-ui | 1.60.0 | 间接 |
| PyPI | sortedcontainers | 2.4.0 | 间接 |
| PyPI | soupsieve | 2.8.4 | 间接 |
| PyPI | spacy | 3.8.14 | 间接 |
| PyPI | spacy-legacy | 3.0.12 | 间接 |
| PyPI | spacy-loggers | 1.0.5 | 间接 |
| PyPI | spaghetti | 1.7.6 | 间接 |
| PyPI | spglm | 1.1.0 | 间接 |
| PyPI | sphinx | — | 间接 |
| PyPI | spint | 1.0.7 | 间接 |
| PyPI | spint | 1.1.0 | 间接 |
| PyPI | splot | 1.1.7 | 间接 |
| PyPI | spopt | 0.7.0 | 间接 |
| PyPI | spreg | 1.9.0 | 间接 |
| PyPI | spyndex | — | 间接 |
| PyPI | spyndex | 0.11.0 | 间接 |
| PyPI | sqlalchemy | — | 间接 |
| PyPI | sqlalchemy | 2.0.51 | 间接 |
| PyPI | sqlglot | 30.12.0 | 间接 |
| PyPI | sqlparse | 0.5.5 | 间接 |
| PyPI | srsly | 2.5.3 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | stackstac | — | 间接 |
| PyPI | stackstac | 0.5.1 | 间接 |
| PyPI | starlette | 1.3.1 | 间接 |
| PyPI | statsmodels | 0.14.6 | 间接 |
| PyPI | sympy | 1.14.0 | 间接 |
| PyPI | tblib | 3.2.2 | 间接 |
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| PyPI | termcolor | 3.3.0 | 间接 |
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| PyPI | tifffile | 2026.6.1 | 间接 |
| PyPI | tinycss2 | 1.5.1 | 间接 |
| PyPI | tinynetrc | 1.3.1 | 间接 |
| PyPI | tobler | 0.13.0 | 间接 |
| PyPI | tobler | 0.14.0 | 间接 |
| PyPI | tomli | 2.4.1 | 间接 |
| PyPI | tomli-w | 1.2.0 | 间接 |
| PyPI | toolz | 1.1.0 | 间接 |
| PyPI | torch | 2.10.0 | 间接 |
| PyPI | torchvision | 0.25.0 | 间接 |
| PyPI | tornado | 6.5.7 | 间接 |
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| PyPI | trollsift | 1.0.1 | 间接 |
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| PyPI | typing-extensions | 4.16.0 | 间接 |
| PyPI | typing-inspect | 0.9.0 | 间接 |
| PyPI | typing-inspection | 0.4.2 | 间接 |
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| PyPI | uritemplate | 4.2.0 | 间接 |
| PyPI | urllib3 | 2.7.0 | 间接 |
| PyPI | usgs | — | 间接 |
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| PyPI | utm | 0.8.1 | 间接 |
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| PyPI | uvloop | 0.22.1 | 间接 |
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| PyPI | wasabi | 1.1.3 | 间接 |
| PyPI | wasmtime | 46.0.1 | 间接 |
| PyPI | watchdog | — | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | watchfiles | 1.2.0 | 间接 |
| PyPI | wcwidth | 0.8.2 | 间接 |
| PyPI | weasel | 1.0.0 | 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 | websockets | 16.0 | 间接 |
| PyPI | werkzeug | 3.1.8 | 间接 |
| PyPI | wheel | — | 间接 |
| PyPI | whitebox | — | 间接 |
| PyPI | whitebox | 2.3.6 | 间接 |
| PyPI | whiteboxgui | — | 间接 |
| PyPI | whiteboxgui | 2.3.0 | 间接 |
| PyPI | widgetsnbextension | 4.0.15 | 间接 |
| PyPI | wirerope | 1.0.0 | 间接 |
| PyPI | wrapt | 2.2.2 | 间接 |
| PyPI | wxee | — | 间接 |
| PyPI | wxee | 0.5.0 | 间接 |
| PyPI | xarray | — | 间接 |
| PyPI | xarray | 2026.4.0 | 间接 |
| PyPI | xarray-spatial | — | 间接 |
| PyPI | xarray-spatial | 0.10.15 | 间接 |
| PyPI | xarray-spatial | 0.5.3 | 间接 |
| PyPI | xcube | 0.0.9 | 间接 |
| PyPI | xdem | 0.2.3 | 间接 |
| PyPI | xee | — | 间接 |
| PyPI | xee | 0.1.1 | 间接 |
| PyPI | xyzservices | — | 间接 |
| PyPI | xyzservices | 2026.3.0 | 间接 |
| PyPI | yarl | 1.24.2 | 间接 |
| PyPI | zarr | 2.12.0 | 间接 |
| PyPI | zict | 3.0.0 | 间接 |
| PyPI | zipp | 4.1.0 | 间接 |
| PyPI | zstandard | 0.25.0 | 间接 |
原始 JSON 报告 机器可读
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},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://geospatial.gishub.org",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "11 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 11
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 46,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 46,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 4.6
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "25 out of 25 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 1/10 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 5 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"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": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "2 existing vulnerabilities detected",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 4
},
"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": "at_risk",
"name": "AI Readiness",
"value": 36,
"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": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 53,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Dockerfile",
"largest_source_bytes": 401,
"source_files_sampled": 4,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Dockerfile without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Dockerfile"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/4 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 4,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples",
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples, notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples, notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"pypi package 'geospatial' points at a different repository (https://github.com/opengeos/geospatial); excluded from ecosystem scoring"
],
"report_type": "repository",
"generated_at": "2026-07-17T21:50:11.551459Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/giswqs/geospatial.svg",
"full_name": "giswqs/geospatial",
"license_state": "standard",
"license_spdx": "MIT"
}