公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-29 05:21 UTC
gizmodata / adbc-driver-gizmosql
Python ADBC driver for GizmoSQL with OAuth/SSO support
gizmodata/adbc-driver-gizmosql 的健康指数为 100 分中的 58 分，处于「中等」区间。 其得分最高的类别是Vitality（80/100），最低的是Community & Adoption（34/100）。 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。
58
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。
58
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 | adbc-driver-gizmosql | 1.3.0 | 8,218 | 17 | 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？
80
开发活跃度
66中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 4.8/36 | 提交节奏 — 52 周中有 7 周有提交 |
| 14.7/18 | 提交量 — 最近一年 42 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 12 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 42 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 7 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 16 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 0 天前 |
| 27/27 | 发布节奏 — 约每 16.7 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 16 |
| latest_release_tag | v1.3.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 16.7 |
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？
34
流行度与采用
1危急
评分方式
| 0/60 | 星标 — 2 个星标 |
| 0/25 | 复刻 — 1 个复刻 |
| 0/15 | 关注者 — 0 位关注者 |
所用输入
| forks | 1 |
| stars | 2 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（Apache-2.0） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
生态采用（下载量）
65中等
评分方式
| 52.2/80 | 月度下载量 — pypi 合计每月 8,218 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 | adbc-driver-gizmosql |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 8,218 |
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？
54
维护者韧性（巴士系数）
13危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0/22.5 | 提交分布 — 头号贡献者编写了 100% 的提交 |
| 1.4/13.5 | 贡献者广度 — 1 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 | 1 |
| top_contributor_share | 1 |
议题与 PR 响应能力
62中等
评分方式
| 23.4/46.8 | 议题解决 — 50% 的议题已关闭 |
| 38.2/38.3 | PR 接受 — 已裁定的 PR 中 3/3 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 3 |
| open_issues | 1 |
| closed_issues | 1 |
| issue_closed_ratio | 0.5 |
| closed_unmerged_prs | 0 |
所有权与托管责任
58中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 11.5/25 | 所有者影响力 — gizmodata 有 39 位关注者 |
| 16/25 | 既往记录 — 47 个公开仓库，账户约 1 年 |
所用输入
| followers | 39 |
| owner_type | Organization |
| is_verified | — |
| owner_login | gizmodata |
| public_repos | 47 |
| account_age_days | 679 |
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 — 17 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 | adbc-driver-gizmosql |
| 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？
71
工程实践
68中等
评分方式
| 24/24 | CI 工作流 — 1 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 3 out of 3 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 | 否 |
| has_precommit_config | 否 |
文档
75良好
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| 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？
44
安全态势
44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 — 3 out of 3 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 |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 — 12 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 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 | 4.4 |
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。
61
AI 代理上下文与指引
75良好
评分方式
| 45/45 | 代理指令 — CLAUDE.md |
| 0/15 | 机器可读文档（llms.txt） |
| 29.6/40 | 可读的提交历史 — 45 次人类提交中有 25 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 | 0.556 |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 3,092 |
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 |
| 0/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — src/adbc_driver_gizmosql/py.typed |
| 0/10 | 可复现环境 |
| 10/10 | 已体现的代理实践 — 最近 45 次提交中有 21 次由代理编写或署名代理 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | — |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | src/adbc_driver_gizmosql/py.typed |
| agent_commit_share | 0.467 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
82良好
评分方式
| 27/45 | 可类型检查的代码 — Python，已配置类型检查（src/adbc_driver_gizmosql/py.typed） |
| 55/55 | 可控的文件大小 — 采样的 9 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 33,114 |
| source_files_sampled | 9 |
| oversized_source_files | 0 |
关键数据
2GitHub 星标
1贡献者
42最近 12 个月提交数
0距最近推送天数
16发布版本数
1巴士系数（bus factor）
1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
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:adbc-driver-gizmosql@1.3.0; advisories assessed against the repository dependency graph instead
更多细节
OpenSSF Scorecard 4.4 / 10
4.4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 | 3 out of 3 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 |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 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 | 12 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 3
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | adbc-driver-flightsql | >=1.12.0 | pyproject.toml |
| PyPI | adbc-driver-manager | >=1.12.0 | pyproject.toml |
| PyPI | pyarrow | >=25.0.0 | pyproject.toml |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 62,
"has_wiki": true,
"homepage": null,
"languages": {
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},
"pushed_at": "2026-07-29T05:18:43Z",
"created_at": "2026-02-11T22:49:24Z",
"owner_type": "Organization",
"updated_at": "2026-07-29T05:19:05Z",
"description": "Python ADBC driver for GizmoSQL with OAuth/SSO support",
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"name": "GizmoData",
"type": "Organization",
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"company": null,
"location": "United States of America",
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"created_at": "2024-09-17T21:20:33Z",
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"public_repos": 47,
"account_age_days": 679
},
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"state": "standard",
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"raw_spdx": "Apache-2.0",
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"scorecard_found": true,
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},
"activity": {
"releases": [
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"tag": "v1.3.0",
"kind": "minor",
"published_at": "2026-07-29T05:19:24Z"
},
{
"tag": "v1.2.0",
"kind": "minor",
"published_at": "2026-07-03T14:22:13Z"
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{
"tag": "v1.1.7",
"kind": "patch",
"published_at": "2026-05-10T20:28:29Z"
},
{
"tag": "v1.1.6",
"kind": "patch",
"published_at": "2026-05-06T14:13:06Z"
},
{
"tag": "v1.1.5",
"kind": "patch",
"published_at": "2026-03-31T14:33:58Z"
},
{
"tag": "v1.1.4",
"kind": "patch",
"published_at": "2026-03-31T14:07:22Z"
},
{
"tag": "1.1.3",
"kind": "patch",
"published_at": "2026-03-02T19:00:01Z"
},
{
"tag": "1.1.2",
"kind": "patch",
"published_at": "2026-03-02T18:42:45Z"
},
{
"tag": "1.1.1",
"kind": "patch",
"published_at": "2026-02-28T19:08:50Z"
},
{
"tag": "1.1.0",
"kind": "minor",
"published_at": "2026-02-28T18:41:40Z"
},
{
"tag": "1.0.5",
"kind": "patch",
"published_at": "2026-02-19T14:47:03Z"
},
{
"tag": "1.0.4",
"kind": "patch",
"published_at": "2026-02-19T14:44:25Z"
},
{
"tag": "1.0.3",
"kind": "patch",
"published_at": "2026-02-19T13:59:12Z"
},
{
"tag": "1.0.2",
"kind": "patch",
"published_at": "2026-02-19T13:40:13Z"
},
{
"tag": "1.0.1",
"kind": "patch",
"published_at": "2026-02-19T13:29:30Z"
},
{
"tag": "1.0.0",
"kind": "major",
"published_at": "2026-02-19T13:20:33Z"
}
],
"recent_commits": [
{
"oid": "3a2395affabf703ef30d076b4a8777baf9d07fb9",
"body": null,
"is_bot": false,
"headline": "bump version 1.2.0 -> 1.3.0",
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"committed_at": "2026-07-29T05:18:42Z",
"body_truncated": false,
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},
{
"oid": "cb2475db6165e0a8be50f08ce42d16f4bdeaade3",
"body": "Also record the monorepo decision for the 2.0 Go driver plan\n(gizmodata/gizmosql-adbc will host go/ + python/ together).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Move v1.3.0 entry from [Unreleased] to versioned section in CHANGELOG",
"author_name": "Philip Moore",
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"body": "- connect() maps gizmosql://host:port (TLS by default, ?transport=tcp\n for plaintext) onto the flightsql:// scheme added upstream in 1.12.0\n- _extract_host() strips path/query components for OAuth discovery\n- README: URI schemes section, OpenTelemetry tracing/logging section,\n examples switched to\n[…]\nRewrite) and integration tests\n (TestGizmoSqlUriScheme, TestOpenTelemetryTracing)\n- docs/go-driver-plan.md: plan for the native Go driver (2.0)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
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"headline": "Move v1.2.0 entry from [Unreleased] to versioned section in CHANGELOG",
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},
{
"oid": "fc25562347e76bd5aed242a9eeecd3d44adfc07f",
"body": "- dbapi.connect() gains a `profile` parameter (uri now optional when the\n profile supplies it); profile:// URIs pass through. The bundled Flight\n SQL driver is supplied automatically so profiles need no `driver` entry.\n- Explicit connect() options override the profile's [Options].\n- auth_type=\"ext\n[…]\nphy >=49.\n- CI: actions/checkout v4->v7, actions/setup-python v5->v6 (Node 24).\n- Fix pre-existing ruff check errors (import placement/sorting).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
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"headline": "Add ADBC connection profile support, bump deps and CI actions",
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