公开记录良好
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 07:58 UTC
jgrss / geowombat
GeoWombat: Utilities for geospatial data
jgrss/geowombat 的健康指数为 100 分中的 72 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（48/100）。 最近一次更新在 7 天前。 近期的大部分工作由 1 位贡献者完成。
72
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。
72
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 | geowombat | 2.5.0 | 233 | 4 | 7 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？
77
开发活跃度
68中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 7 天前 |
| 6.2/36 | 提交节奏 — 52 周中有 9 周有提交 |
| 15.6/18 | 提交量 — 最近一年 54 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 54 |
| human_commit_share | 1 |
| days_since_last_push | 7 |
| active_weeks_last_year | 9 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 68 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 7 天前 |
| 27/27 | 发布节奏 — 约每 15.5 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 | 68 |
| latest_release_tag | v2.5.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 7 |
| mean_days_between_releases | 15.5 |
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？
57
流行度与采用
51中等
评分方式
| 37.3/60 | 星标 — 200 个星标 |
| 9.6/25 | 复刻 — 15 个复刻 |
| 3.9/15 | 关注者 — 6 位关注者 |
所用输入
| forks | 15 |
| stars | 200 |
| watchers | 6 |
| 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（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 是 |
生态采用（下载量）
40存在风险
评分方式
| 31.6/80 | 月度下载量 — pypi 合计每月 233 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 | geowombat |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 233 |
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？
64
维护者韧性（巴士系数）
26危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 7.7/22.5 | 提交分布 — 头号贡献者编写了 66% 的提交 |
| 6.8/13.5 | 贡献者广度 — 5 位贡献者 |
| 3/10 | OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 5 |
| top_contributor_share | 0.657 |
议题与 PR 响应能力
93优秀
评分方式
| 45.4/46.8 | 议题解决 — 97% 的议题已关闭 |
| 32.9/38.3 | PR 接受 — 已裁定的 PR 中 201/234 已合并 |
| 15/15 | OpenSSF Scorecard：Code-Review — all changesets reviewed |
所用输入
| merged_prs | 201 |
| open_issues | 3 |
| closed_issues | 104 |
| issue_closed_ratio | 0.972 |
| closed_unmerged_prs | 33 |
所有权与托管责任
57中等
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 13.9/25 | 所有者影响力 — jgrss 有 84 位关注者 |
| 21.5/25 | 既往记录 — 19 个公开仓库，账户约 12 年 |
所用输入
| followers | 84 |
| owner_type | User |
| is_verified | — |
| owner_login | jgrss |
| public_repos | 19 |
| account_age_days | 4,548 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
软件包维护
92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 7 天前 |
| 12/20 | 版本历史 — 4 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 | geowombat |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 7 |
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 — 5 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — .flake8 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 20 out of 20 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://geowombat.readthedocs.io |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 8 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | remote-sensing, raster, satellite, geography, python, dask, rasterio, xarray |
| has_wiki | 是 |
| homepage | https://geowombat.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？
61
安全态势
51中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 0/10 | Dangerous-Workflow — 无数据 |
| 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 — 19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — 无数据 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — 无数据 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 13 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 5 |
| scorecard_aggregate | 5.1 |
已排除计分（无数据或不适用）：branch_protection, dangerous_workflow, packaging, pinned_dependencies, token_permissions。 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 | 58 |
| 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:geowombat@2.5.0 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 58 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。
48
AI 代理上下文与指引
30存在风险
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 30.4/40 | 可读的提交历史 — 100 次人类提交中有 57 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 | 0.57 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — doc/Makefile |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — .flake8 |
| 0/11 | 静态类型检查 |
| 0/10 | 可复现环境 |
| 4/10 | 已体现的代理实践 — 最近 100 次提交中有 2 次由代理编写或署名代理 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — 无数据 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | doc/Makefile |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0.02 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Pinned-Dependencies。 其余权重已重新归一化。
面向模型的代码可读性
54中等
评分方式
| 0/45 | 可类型检查的代码 — Jupyter Notebook，未配置类型检查 |
| 53.8/55 | 可控的文件大小 — 采样的 89 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Jupyter Notebook |
| largest_source_bytes | 90,567 |
| source_files_sampled | 89 |
| 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
200GitHub 星标
5贡献者
54最近 12 个月提交数
7距最近推送天数
68发布版本数
1巴士系数（bus factor）
3开放议题
PyPI软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
更多细节
Star 与 Fork 历史 0 ★ / 15 ⇿
0Star
15Fork
66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 6修订 58
每个点涵盖 6 天。
OpenSSF Scorecard 5.1 / 10
5.1综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 20 out of 20 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 不适用 | Dangerous-Workflow | no workflows found |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 不适用 | Pinned-Dependencies | no dependencies found |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 不适用 | Token-Permissions | No tokens found |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 20
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | dask | — | pyproject.toml |
| PyPI | distributed | — | pyproject.toml |
| PyPI | geopandas | — | pyproject.toml |
| PyPI | joblib | — | pyproject.toml |
| PyPI | matplotlib | — | pyproject.toml |
| PyPI | numpy | >=1.23,<3 | pyproject.toml |
| PyPI | pandas | — | pyproject.toml |
| PyPI | pyproj | — | pyproject.toml |
| PyPI | rasterio | <1.5.0 | pyproject.toml |
| PyPI | retry | — | pyproject.toml |
| PyPI | requests | — | pyproject.toml |
| PyPI | scikit-learn | — | pyproject.toml |
| PyPI | scipy | — | pyproject.toml |
| PyPI | shapely | — | pyproject.toml |
| PyPI | tqdm | — | pyproject.toml |
| PyPI | xarray | — | pyproject.toml |
| PyPI | h5netcdf | — | pyproject.toml |
| PyPI | h5py | — | pyproject.toml |
| PyPI | cryptography | — | pyproject.toml |
| PyPI | threadpoolctl | — | pyproject.toml |
全部依赖 26
来自 GitHub 依赖图的完整解析依赖集合：3 个直接依赖与 23 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 | numpy | — | 直接 |
| PyPI | rasterio | — | 直接 |
| PyPI | scikit-learn | — | 直接 |
| PyPI | cython | — | 间接 |
| PyPI | dask-ml | — | 间接 |
| PyPI | folium | — | 间接 |
| PyPI | geoarray | — | 间接 |
| PyPI | myst-parser | — | 间接 |
| PyPI | nbsphinx | — | 间接 |
| PyPI | numba | — | 间接 |
| PyPI | py-tools-ds | — | 间接 |
| PyPI | pydata-sphinx-theme | 0.13.1 | 间接 |
| PyPI | pyfftw | 0.13.1 | 间接 |
| PyPI | pytorch-tabnet | — | 间接 |
| PyPI | ray | — | 间接 |
| PyPI | segment-anything | — | 间接 |
| PyPI | segmentation-models-pytorch | — | 间接 |
| PyPI | sphinx | — | 间接 |
| PyPI | sphinx-book-theme | — | 间接 |
| PyPI | sphinx-copybutton | — | 间接 |
| PyPI | sphinxcontrib-bibtex | — | 间接 |
| PyPI | stackstac | — | 间接 |
| PyPI | torch | — | 间接 |
| PyPI | torchgeo | — | 间接 |
| PyPI | torchmetrics | — | 间接 |
| PyPI | ultralytics | — | 间接 |
依赖安全公告 0
安装 pypi:geowombat@2.5.0 会引入 58 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": [
"remote-sensing",
"raster",
"satellite",
"geography",
"python",
"dask",
"rasterio",
"xarray"
],
"is_fork": false,
"size_kb": 419468,
"has_wiki": true,
"homepage": "https://geowombat.readthedocs.io",
"languages": {
"TeX": 25150,
"Meson": 6982,
"Cython": 47933,
"Python": 1301045,
"Jupyter Notebook": 30646033
},
"pushed_at": "2026-07-17T14:31:33Z",
"created_at": "2019-03-07T23:42:28Z",
"owner_type": "User",
"updated_at": "2026-07-17T14:32:10Z",
"description": "GeoWombat: Utilities for geospatial data",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Jupyter Notebook",
"significant_languages": [
"Jupyter Notebook"
]
},
"owner": {
"blog": "https://jgrss.github.io",
"name": "Jordan Graesser",
"type": "User",
"login": "jgrss",
"company": null,
"location": null,
"followers": 84,
"avatar_url": "https://avatars.githubusercontent.com/u/6633570?v=4",
"created_at": "2014-02-09T21:44:52Z",
"is_verified": null,
"public_repos": 19,
"account_age_days": 4548
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v2.5.0",
"kind": "minor",
"published_at": "2026-07-17T09:20:38Z"
},
{
"tag": "test-data-v1",
"kind": "other",
"published_at": "2026-07-13T20:56:56Z"
},
{
"tag": "v2.4.0",
"kind": "minor",
"published_at": "2026-05-26T18:50:43Z"
},
{
"tag": "v2.3.1",
"kind": "patch",
"published_at": "2026-03-06T23:40:25Z"
},
{
"tag": "v2.3.0",
"kind": "minor",
"published_at": "2026-03-04T22:00:37Z"
},
{
"tag": "v2.2.3",
"kind": "patch",
"published_at": "2026-03-03T20:33:01Z"
},
{
"tag": "v2.2.2",
"kind": "patch",
"published_at": "2026-03-03T19:28:29Z"
},
{
"tag": "v2.2.1",
"kind": "patch",
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{
"type": "User",
"login": "geohardtke",
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"avatar_url": "https://avatars.githubusercontent.com/u/48337686?v=4"
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{
"type": "User",
"login": "felix-chloris",
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],
"contributors_sampled": 5,
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"docs-pr.yml",
"docs.yml",
"publish.yml",
"release.yml"
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"has_editorconfig": false,
"has_linter_config": true,
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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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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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{
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{
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{
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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{
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"name": "Token-Permissions",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
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{
"number": 369,
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"last_comment_at": null,
"last_comment_author": null
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{
"number": 370,
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"last_comment_author": null
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"key": "community_health",
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{
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{
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{
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