公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 16:57 UTC

duckdb / duckdb-rs

Ergonomic bindings to duckdb for Rust

RustMIT★ 939 星标⑂ 234 复刻始于 2021年6月在 GitHub 上查看 ↗

duckdb/duckdb-rs 的健康指数为 100 分中的 75 分,处于「良好」区间。 其得分最高的类别是Vitality(98/100),最低的是AI Readiness(56/100)。 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。

75
总分 / 100
良好

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。

75
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)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

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

1,639 关注者92 个公开仓库始于 2021年4月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

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
crates.ioduckdb1.10505.0367,131461 天前databaseffiduckdb
crates.iolibduckdb-sys1.10505.0371,264491 天前databaseffiduckdbexternal-ffi-bindings
crates.ioduckdb-loadable-macros1.10505.012,718231 天前databaseffiduckdbexternal-ffi-bindings

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?

98优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
33.2/36提交节奏 — 52 周中有 48 周有提交
18/18提交量 — 最近一年 577 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year577
human_commit_share1
days_since_last_push0
active_weeks_last_year48

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 43 个发布版本
36/36发布时效 — 最近一次发布版本于 1 天前
27/27发布节奏 — 约每 25 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count43
latest_release_tagv1.10505.0
releases_from_tags
days_since_latest_release1
mean_days_between_releases25
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?

79良好 · 占总体的 18%
评分方式
48.2/60星标 — 939 个星标
19.7/25复刻 — 234 个复刻
6.2/15关注者 — 14 位关注者
所用输入
forks234
stars939
watchers14
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
78.3/80月度下载量 — crates 合计每月 751,113 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
packagesduckdb, libduckdb-sys, duckdb-loadable-macros
dependents
ecosystemscrates
total_downloads6,030,904
monthly_downloads751,113
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?

70良好 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
7.5/22.5提交分布 — 头号贡献者编写了 67% 的提交
13.5/13.5贡献者广度 — 71 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 23 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled71
top_contributor_share0.666
评分方式
44/46.8议题解决 — 94% 的议题已关闭
28.7/38.3PR 接受 — 已裁定的 PR 中 419/559 已合并
1.5/15OpenSSF Scorecard:Code-Review — Found 1/10 approved changesets -- score normalized to 1
所用输入
merged_prs419
open_issues15
closed_issues243
issue_closed_ratio0.942
closed_unmerged_prs140
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
23.1/25所有者影响力 — duckdb 有 1,639 位关注者
23.6/25既往记录 — 92 个公开仓库,账户约 5 年
所用输入
followers1,639
owner_typeOrganization
is_verified
owner_loginduckdb
public_repos92
account_age_days1,934
评分方式
25/25已发布且可解析 — crates 上有 3 个软件包
35/35发布时效 — 最近一次发布于 1 天前
20/20版本历史 — 49 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
packagesduckdb, libduckdb-sys, duckdb-loadable-macros
ecosystemscrates
any_deprecated
min_days_since_publish1

工程质量

基础的工程与文档实践是否到位?

60中等 · 占总体的 20%

工程实践

66中等
评分方式
24/24CI 工作流 — 4 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
18/20OpenSSF Scorecard:CI-Tests — 9 out of 10 merged PRs checked by a CI test -- score normalized to 9
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

50中等
评分方式
30/30README
0/25文档目录
0/15文档 / 主页站点
10/10仓库描述
10/10主题标签 — 7 个主题标签
0/10Wiki
所用输入
topicsduckdb, ffi-bindings, ffi, rust, database, olap, arrow
has_wiki
homepage
has_readme
has_docs_dir
has_description

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?

65中等 · 占总体的 16%

安全态势

56中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.2/2.5CI-Tests — 9 out of 10 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 1/10 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 23 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
5.2/7.5Vulnerabilities — 3 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.6
已排除计分(无数据或不适用):branch_protection, signed_releases。 其余权重已重新归一化。
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
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
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
sourceosv
advisories3
affected_packages2
assessed_packages425
unassessed_packages7
affected_by_severityhigh 1, unknown 1
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 425 个已解析依赖与 OSV 比对。 有 7 项无法评估——没有已解析的版本、生态系统不受支持,或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 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。

56中等 · 占总体的 0%
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)
36.8/40可读的提交历史 — 100 次人类提交中有 69 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.69
agent_instruction_files
agent_instruction_max_bytes
评分方式
12.6/18一条命令的引导启动 — Cargo.toml, crates/duckdb-loadable-macros/Cargo.toml, crates/duckdb/Cargo.toml(工具链约定,无任务运行器)
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — Rust(静态类型)
10/10可复现环境 — lockfile
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
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
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesCargo.lock
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifestsCargo.toml, crates/duckdb-loadable-macros/Cargo.toml, crates/duckdb/Cargo.toml, crates/libduckdb-sys/Cargo.toml
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — Rust(静态类型)
52.4/55可控的文件大小 — 采样的 84 个源文件中有 4 个超过 60KB
所用输入
primary_languageRust
largest_source_bytes597,791
source_files_sampled84
oversized_source_files4

机器可读接口

40存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

939GitHub 星标
71贡献者
577最近 12 个月提交数
0距最近推送天数
43发布版本数
1巴士系数(bus factor)
15开放议题
crates.io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 crates:duckdb@1.10505.0; advisories assessed against the repository dependency graph instead

更多细节

Star 与 Fork 历史 0 ★ / 234 ⇿
0Star
234Fork
42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。

0408012016020024022662021-062024-012026-07
主版本 1次版本 15修订 26

每个点涵盖 5 天。

OpenSSF Scorecard 5.6 / 10
5.6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)。Scorecard v5.5.0 · 2026-07-23 16:57 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal 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
9CI-Tests9 out of 10 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 1/10 approved changesets -- score normalized to 1
10Contributorsproject has 23 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
7Vulnerabilities3 existing vulnerabilities detected
直接依赖 23
注册表软件包版本约束清单文件
crates.iodarling0.20.10crates/duckdb-loadable-macros/Cargo.toml
crates.ioproc-macro2crates/duckdb-loadable-macros/Cargo.toml
crates.ioquotecrates/duckdb-loadable-macros/Cargo.toml
crates.iosyncrates/duckdb-loadable-macros/Cargo.toml
crates.ioarrowcrates/duckdb/Cargo.toml
crates.iocastcrates/duckdb/Cargo.toml
crates.iochronocrates/duckdb/Cargo.toml
crates.ioduckdb-loadable-macroscrates/duckdb/Cargo.toml
crates.iofallible-iteratorcrates/duckdb/Cargo.toml
crates.iofallible-streaming-iteratorcrates/duckdb/Cargo.toml
crates.iohashlinkcrates/duckdb/Cargo.toml
crates.iolibduckdb-syscrates/duckdb/Cargo.toml
crates.ionumcrates/duckdb/Cargo.toml
crates.ionum-integercrates/duckdb/Cargo.toml
crates.iopolarscrates/duckdb/Cargo.toml
crates.iopolars-corecrates/duckdb/Cargo.toml
crates.ior2d2crates/duckdb/Cargo.toml
crates.iorust_decimalcrates/duckdb/Cargo.toml
crates.ioserde_jsoncrates/duckdb/Cargo.toml
crates.iostrumcrates/duckdb/Cargo.toml
crates.iourlcrates/duckdb/Cargo.toml
crates.iouuidcrates/duckdb/Cargo.toml
crates.iocomfy-table~7.1crates/duckdb/Cargo.toml
全部依赖 432

来自 GitHub 依赖图的完整解析依赖集合:25 个直接依赖与 407 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
crates.ioarrow58.4.0直接
crates.iocast0.3.0直接
crates.iochrono0.4.45直接
crates.iocomfy-table直接
crates.iocomfy-table7.1.4直接
crates.iodarling直接
crates.iodarling0.20.11直接
crates.iofallible-iterator0.3.0直接
crates.iofallible-streaming-iterator0.1.9直接
crates.iohashlink0.10.0直接
crates.ionum0.4.3直接
crates.ionum-integer0.1.46直接
crates.iopolars0.49.1直接
crates.iopolars-core0.49.1直接
crates.ioproc-macro21.0.107直接
crates.ioquote1.0.47直接
crates.ior2d20.8.10直接
crates.iorust_decimal1.42.1直接
crates.ioserde_json1.0.151直接
crates.iostrum0.27.2直接
crates.iosyn1.0.109直接
crates.iosyn2.0.119直接
crates.iosyn3.0.3直接
crates.iourl2.5.8直接
crates.iouuid1.24.0直接
crates.ioadler22.0.1间接
crates.ioahash0.7.8间接
crates.ioahash0.8.12间接
crates.ioaho-corasick1.1.4间接
crates.ioallocator-api20.2.21间接
crates.ioandroid_system_properties0.1.5间接
crates.ioar_archive_writer0.5.1间接
crates.ioarbitrary1.4.2间接
crates.ioargminmax0.6.3间接
crates.ioarray-init-cursor0.2.1间接
crates.ioarrayref0.3.9间接
crates.ioarrayvec0.7.8间接
crates.ioarrow-arith58.4.0间接
crates.ioarrow-array58.4.0间接
crates.ioarrow-buffer58.4.0间接
crates.ioarrow-cast58.4.0间接
crates.ioarrow-data58.4.0间接
crates.ioarrow-ord58.4.0间接
crates.ioarrow-row58.4.0间接
crates.ioarrow-schema58.4.0间接
crates.ioarrow-select58.4.0间接
crates.ioarrow-string58.4.0间接
crates.ioasync-channel2.5.0间接
crates.ioasync-stream0.3.6间接
crates.ioasync-stream-impl0.3.6间接
crates.ioasync-trait0.1.91间接
crates.ioatoi2.0.0间接
crates.ioatoi_simd0.16.1间接
crates.ioatomic-waker1.1.2间接
crates.ioautocfg1.5.1间接
crates.iobase640.22.1间接
crates.iobincode1.3.3间接
crates.iobindgen0.72.1间接
crates.iobitflags2.13.1间接
crates.iobitvec1.1.1间接
crates.ioblake31.8.5间接
crates.ioborsh1.8.0间接
crates.ioborsh-derive1.8.0间接
crates.ioboxcar0.2.14间接
crates.iobumpalo3.20.3间接
crates.iobytecheck0.6.12间接
crates.iobytecheck_derive0.6.12间接
crates.iobytemuck1.25.2间接
crates.iobytemuck_derive1.11.0间接
crates.iobytes1.12.1间接
crates.iocastaway0.2.4间接
crates.iocc1.3.0间接
crates.iocexpr0.6.0间接
crates.iocfg-if1.0.4间接
crates.iocfg_aliases0.2.2间接
crates.iochacha200.10.1间接
crates.iochrono-tz0.10.4间接
crates.ioclang-sys1.8.1间接
crates.ioclipboard-win5.4.1间接
crates.iocmake间接
crates.iocmake0.1.58间接
crates.iocompact_str0.8.2间接
crates.ioconcurrent-queue2.5.0间接
crates.ioconst-random0.1.18间接
crates.ioconst-random-macro0.1.16间接
crates.ioconstant_time_eq0.4.2间接
crates.iocore-foundation0.10.1间接
crates.iocore-foundation-sys0.8.7间接
crates.iocpufeatures0.3.0间接
crates.iocrc32fast1.5.0间接
crates.iocrossbeam-channel0.5.16间接
crates.iocrossbeam-deque0.8.7间接
crates.iocrossbeam-epoch0.9.20间接
crates.iocrossbeam-queue0.3.13间接
crates.iocrossbeam-utils0.8.22间接
crates.iocrossterm0.28.1间接
crates.iocrossterm_winapi0.9.1间接
crates.iocrunchy0.2.4间接
crates.iodarling_core0.20.11间接
crates.iodarling_macro0.20.11间接
crates.iodebug_unsafe0.1.4间接
crates.ioderive_arbitrary1.4.2间接
crates.iodiff0.1.13间接
crates.iodisplaydoc0.2.6间接
crates.iodoc-comment0.3.4间接
crates.iodyn-clone1.0.20间接
crates.ioeither1.16.0间接
crates.ioendian-type0.1.2间接
crates.ioequivalent1.0.2间接
crates.ioerrno0.3.14间接
crates.ioerror-code3.3.2间接
crates.ioethnum1.5.3间接
crates.ioevent-listener5.4.1间接
crates.ioevent-listener-strategy0.5.4间接
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依赖安全公告 2

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 425 个包,其中也包含从不交付的开发与测试版本固定:2 个存在已知公告,0 个为直接依赖。 有 7 个无法评估——没有已解析的版本、生态系统不受支持,或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
quick-xml0.38.4间接20.41.0
bincode1.3.3间接未知1

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
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          "body": "Config::set() already returns Result but used unwrap() on CString::new\nand assert_eq! on duckdb_create_config, causing panics on failure\ninstead of propagating errors to the caller.\n\n- Replace CString::new().unwrap() with CString::new()? to propagate\n  NulError (which already has a From impl for duc\n[…]\nexplicit error return\n- Simplify (enabled as u8).to_string() to enabled.to_string() since\n  bool already implements Display with \"true\"/\"false\"\n- Fix http:// to https:// in workspace documentation URL",
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          "headline": "Merge pull request #819 from duckdb/fix-arrow-timestamp-carriers",
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          "headline": "Fix timestamp type comment",
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          "headline": "Fix Arrow timestamp carrier conversion",
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          "author_name": "Mathias Lafeldt",
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          "headline": "Read nested DataChunks as Arrow",
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          "headline": "Track nested vector capacities",
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          "headline": "Merge pull request #818 from duckdb/pin-macos-deployment-target",
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          "body": "Pin 11.0 for all in-repo builds via .cargo/config.toml [env] so\ncc-built deps (e.g. ring) don't stamp the host SDK version and trip\nld64.lld under Rust 1.97's linker_messages lint. The env var must be\nset at the cargo level (not build.rs) to reach dependencies' build\nscripts.\n\nAlso collapse the bundled-cmake x86_64 default from 10.15 to 11.0 so\nthe build script and the repo pin agree on a single value.",
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          "headline": "Merge pull request #814 from duckdb/download-ext-header",
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          "headline": "Merge pull request #811 from duckdb/recursive-arrow-to-duckdb",
          "author_name": "Mathias Lafeldt",
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          "headline": "Harden nested Arrow write checks",
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          "body": "Update Rust to 1.97",
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          "headline": "Merge pull request #812 from duckdb/rust-1.97",
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          "headline": "Update Rust to 1.97",
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          "body": "Carry over the array/list-of-structs regression tests from #403 so this\nrecursive dispatch branch directly covers the original PR cases.\n\nCo-authored-by: Andrew Werner <awerner32@gmail.com>",
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          "headline": "Credit nested struct Arrow tests",
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          "body": "Route list, fixed-size list, struct, and map children through the same\nArrow-to-DuckDB writer used by top-level columns, via a single\ncrate-private ChildVector wrapper. This keeps supported Arrow types in\none dispatch and makes nested support recursive.\n\nRecord list child counts at the writer bounda\n[…]\nsize-list children, large-offset string/binary/list children,\ndictionary-encoded children, and nested fixed-size-binary values; split\nthe Arrow interop tests into nested and fixed-size-binary modules.",
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          "headline": "Unify nested Arrow vector dispatch",
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          "body": "Improve rustdoc accuracy and coverage",
          "is_bot": false,
          "headline": "Merge pull request #810 from duckdb/fix-rustdoc",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
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          "is_bot": false,
          "headline": "Catch rustdoc regressions in CI",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
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          "body": null,
          "is_bot": false,
          "headline": "Remove stale parameter limit guidance",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-07T13:07:22Z",
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          "body": null,
          "is_bot": false,
          "headline": "Clarify appender row parameter docs",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-07T13:07:22Z",
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "Fix rustdoc for generated bindings",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-07T13:07:22Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "Fix private rustdoc links",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
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          "is_coding_agent": false
        },
        {
          "oid": "56420a43875a9bb8f4650de73eb6d4abf17e5349",
          "body": "Split up the Arrow monolith",
          "is_bot": false,
          "headline": "Merge pull request #809 from duckdb/split-arrow-monolith",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-07T10:34:41Z",
          "body_truncated": false,
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        },
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          "oid": "154445c7497c1c53326cbaef022d7c9ad69d925f",
          "body": null,
          "is_bot": false,
          "headline": "Simplify Arrow compatibility re-exports",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-07T10:12:00Z",
          "body_truncated": false,
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        },
        {
          "oid": "a7c9ac1db2107c795fbb67537fd39fdbdb21a59f",
          "body": null,
          "is_bot": false,
          "headline": "Avoid double-wrapping Arrow arrays",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-07T10:12:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "187c2d4165f959592e5553628fd09b1bf331a378",
          "body": "The old vtab/arrow.rs had grown to 3,212 lines, with shared Arrow\nschema and vector conversion code mixed into the table-function adapter.\n\nMove that shared conversion code into a private arrow_interop module\nwhile keeping existing vtab re-exports intact. Leave vtab::arrow focused\non the table-function adapter and query parameter glue.",
          "is_bot": false,
          "headline": "Split up the Arrow monolith",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-07T10:12:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb4fe5854b3864d51f66b61e0686e86b1e0aed1f",
          "body": "Support Arrow UUID extension metadata",
          "is_bot": false,
          "headline": "Merge pull request #808 from duckdb/arrow-uuid",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-07T08:39:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d21790eb56d4af1186160f872002a7ccf6ea433",
          "body": "Cover query_arrow and stream_arrow schemas for UUID columns with and\nwithout arrow_lossless_conversion: lossless exports\nFixedSizeBinary(16) with arrow.uuid extension metadata, the default\nexports Utf8 without it.",
          "is_bot": false,
          "headline": "Test UUID Arrow export schemas",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-07T08:14:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab6e651328a7c07fd505d8b57c0b657151602c01",
          "body": "Apply validity masks when writing FixedSizeBinary and LargeBinary values,\nincluding nested FixedSizeBinary list and struct paths, so NULL is no\nlonger coerced to zero bytes.",
          "is_bot": false,
          "headline": "Preserve Arrow binary nulls",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-07T08:13:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f20fa6978383c42dae69dfff556b0ad195471b5",
          "body": "Convert Arrow schemas with field-level metadata via\nto_duckdb_logical_type_for_field so arrow.uuid extension fields map to\nDuckDB UUID, including nested struct, list, fixed-size list, and map\npaths. Recognized extensions with invalid storage return an error;\nunknown extension types fall back to thei\n[…]\nwhile threading execution-time conversion errors through the\nuser-visible message.\n\nBuilds on the Arrow UUID support proposed in #405 by @ajwerner.\n\nCo-authored-by: Andrew Werner <awerner32@gmail.com>",
          "is_bot": false,
          "headline": "Support Arrow UUID extension types",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-07T08:13:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2be5bce561d2037c41b27b8301d95b0a5732a579",
          "body": "Remove ignored schema parameter from Arrow streaming API",
          "is_bot": false,
          "headline": "Merge pull request #807 from duckdb/drop-stream-arrow-schema",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-06T08:49:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84746cc9a30e55f291c55be7b122262b00a09a6d",
          "body": "Point to stream_arrow for large results, and list the execution and\nmetadata error cases in query_arrow's Failure section. stream_arrow's\nFailure section now defers to query_arrow's instead of repeating it.",
          "is_bot": false,
          "headline": "Document materialized memory behavior of query_arrow",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-06T08:42:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "898d3117f584dd7490999144478b043733bc3c33",
          "body": "The two iterators were byte-for-byte duplicates. The\nmaterialized-vs-streaming distinction lives in how the statement is\nexecuted. The alias keeps stream_arrow's signature source-compatible.\n\nDocument on Arrow that iteration is lazy and that materialized vs.\nstreaming behavior depends on how the statement was executed, and point\nstream_arrow's schema note at Arrow::get_schema.",
          "is_bot": false,
          "headline": "Collapse ArrowStream into a type alias of Arrow",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-06T08:42:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a36f63f1cbefada2419ca1ece0c50639cce89c0",
          "body": "Since #800, streaming decode uses the schema DuckDB reports for the\nexecuted result, and the caller-supplied schema is ignored. Remove the\nparameter so callers no longer have to construct one, and remove the\ndeprecated stream_step, which kept the same ignored-schema shim, had no\ncallers, and would h\n[…]\n (e.g. for CALL, exercised by\ntest_stream_arrow_with_call).\n\nAlso cover the bind-then-stream path with an actual bound parameter and\nassert field name and type, not just count, in the get_schema test.",
          "is_bot": false,
          "headline": "Drop ignored schema parameter from stream_arrow",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-06T08:42:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3227369731120e820a5cd5187084ceb433bcdff9",
          "body": "Support narrow Arrow decimals",
          "is_bot": false,
          "headline": "Merge pull request #806 from duckdb/narrow-arrow-decimals",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-06T05:47:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b73b0963d7dbfecad2e4e17adc6f4857ae6b00a9",
          "body": "Make decimal_array_to_vector generic over DecimalType so Decimal32 and\nDecimal64 arrays bind as DuckDB DECIMAL alongside Decimal128, with\nwidth/scale validated against each type's max precision. Decimal256\nstill binds as DOUBLE; the vtab has no Decimal256 write path.",
          "is_bot": false,
          "headline": "Support narrow Arrow decimals in ArrowVTab",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-05T19:36:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1c8b79f5d4674616f2b5ac90b0cb35c7805df8f",
          "body": "DuckDB can emit Decimal32/Decimal64 Arrow arrays (arrow_output_version\n>= 1.5). Decode them in Row::value_ref as ValueRef::Decimal, classify\nall Arrow decimal widths (including Decimal256) as Type::Decimal, and\nadd Decimal::validate_signed_scale to validate Arrow decimal metadata\n(negative scale, scale > width) before building values.",
          "is_bot": false,
          "headline": "Decode narrow Arrow decimals in rows",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-05T19:36:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77fb724bc365c57d7b38e4fc4344c8779ca67f63",
          "body": "Document deferred constraint checking on Appender",
          "is_bot": false,
          "headline": "Merge pull request #805 from duckdb/appender-flush-docs",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-04T09:47:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81fc6ba50d7d3a69561e11f5eccaa66667e3b626",
          "body": "DuckDB's appender checks constraint violations (NOT NULL, foreign keys)\nwhen buffered rows are flushed to the table, not as a guaranteed per-row\nappend_row check.\n\nSince #296, callers can observe those errors by calling flush()\nexplicitly.\n\nOn large append workloads, append_row can still return a co\n[…]\nt behavior on Appender and flush(), and spell out the Drop\nlimitation: dropping an appender may flush remaining rows, but any error\nfrom that implicit flush is discarded because Drop cannot report it.",
          "is_bot": false,
          "headline": "Document deferred constraint checking on Appender",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-03T21:07:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0bad46520ceb81a3ff9864ac70b29b3bace7d955",
          "body": "Add modern Arrow API examples and coverage",
          "is_bot": false,
          "headline": "Merge pull request #804 from duckdb/modern-arrow-api-examples",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-03T20:28:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2c0b1d11de481d172c6848e54f49d9f6f36451e",
          "body": "…rage\n\nRewrite the duckdb_query_arrow-based test to use the modern\nduckdb_to_arrow_schema/duckdb_data_chunk_to_arrow API and add coverage\nfor converting Arrow data through duckdb_schema_from_arrow and\nduckdb_data_chunk_from_arrow.\n\nCheck error-data handles with duckdb_error_data_has_error, preserve\nresult fetch errors, and cover schema failure plus oversized input\nbatches.",
          "is_bot": false,
          "headline": "Replace deprecated Arrow result test with Arrow C data interface cove…",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-03T20:17:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64de7fd911321031790c95f8d20881fa5b2066eb",
          "body": "Demonstrate querying an in-memory Arrow RecordBatch from DuckDB SQL via\nArrowVTab and arrow_recordbatch_to_query_params, gated behind the\nvtab-arrow feature. Also add a vtab test covering projection, filtering,\nand ordering over an Arrow-backed table function.",
          "is_bot": false,
          "headline": "Add Arrow vtab query example",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-03T20:06:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bb976ea524e4a61ea74bfa3f0d491632cf422a8",
          "body": "Extract RAII ExecutedResult owner",
          "is_bot": false,
          "headline": "Merge pull request #803 from duckdb/executed-result-owner",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-03T11:25:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c907906f65d33c98f500eb1f0936cd57772f6262",
          "body": null,
          "is_bot": false,
          "headline": "Clarify Arrow iterator schema invariant",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-03T11:19:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa12fe85f00fb095ed0e850db4ee6ac2a8dbbb7e",
          "body": "Export the FFI Arrow schema eagerly at construction, handle empty\nchunks inside fetch_chunk, share the logical-type null check with\nRawStatement, unify Arrow conversion error messages, and drop the\nredundant logical_id cache. Chunk decode is now infallible-by-shape:\ndata_chunk_to_struct_array returns StructArray directly.",
          "is_bot": false,
          "headline": "Simplify executed result internals",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-03T10:41:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67b8d2b1198732edee178d560273ce947addc31b",
          "body": "Document the Arrow iterator panic path now that streaming fetch errors\nare surfaced instead of being folded into EOF.\n\nPreserve DuckDB error-data types when converting owned error handles,\nand add coverage for clean EOF, interrupted fetch errors, and result\nreplacement across streaming and materialized Arrow executions.",
          "is_bot": false,
          "headline": "Tighten executed result error handling",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-03T10:41:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "523882f7202c301ecdf109ae4d7e7dac1b1c7f2e",
          "body": "Check the Arrow C Data empty marker before importing into Polars and pin\nzero-row query_polars results with a focused regression test.",
          "is_bot": false,
          "headline": "Handle empty Polars results structurally",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-03T10:41:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "103867999d68e4d122b08c5b65a022602b012c60",
          "body": "Move result metadata, chunk iteration, Arrow options, Polars cache, and\ncolumn-name lookup ownership out of RawStatement so they reset and drop\nas one execution-scoped unit, with no by-hand cache resets left in the\nstatement.\n\nLoad the executed schema and column metadata during result construction\ns\n[…]\nuring result\nconstruction, keeping chunk conversion on the straight path.\n\nDocument transferred DuckDB handle ownership, report streaming fetch\nerrors, and cover duckdb_error_data conversion branches.",
          "is_bot": false,
          "headline": "Extract executed result owner",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-03T10:41:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1bde886fb424b70f3fdfc7b47076cce6af9ec101",
          "body": "Bump sanitizer nightly toolchain to 2026-07-02",
          "is_bot": false,
          "headline": "Merge pull request #802 from duckdb/update-nightly-2026-07-02",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-02T08:17:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ebef4a8817b633c733733bd955a603d7b240a27",
          "body": "Support GEOMETRY type",
          "is_bot": false,
          "headline": "Merge pull request #801 from duckdb/add-geometry-type-support",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-02T08:04:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a75a5f25bdc8af94ae0adeb640fcf533c902456d",
          "body": "Add a GEOMETRY logical type with CRS metadata access, a WKB-backed\nGeometry value and value-ref carrier, and an as_geometry_wkb accessor\nthat also feeds Vec<u8> conversion through the shared as_blob boundary.\nDecode geometry result columns from executed logical ids (which share\nArrow's binary shape \n[…]\ngh the BLOB append path, and convert geometry vectors in\nthe vtab Arrow bridge. Document that nested geometry values fall back to\ntheir Blob carrier since child logical-type metadata is not available.",
          "is_bot": false,
          "headline": "Support DuckDB geometry values",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-02T07:42:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dad479f05c5533e1c5d1bd95ab3257d915a6c3df",
          "body": "On a partial appender row, destroy the appender directly instead of\nrouting end-row status through result_from_duckdb_appender, so the\noriginal bind error is returned rather than a cleanup error; guard the\nend-row call against a null appender. Surface DuckDB's own appender\nerror message instead of t\n[…]\nport through the same path. Drop the redundant\nduckdb_appender_begin_row call.\n\nAlso promote the result-column logical-id bounds check from debug_assert\nto assert so it stays active in release builds.",
          "is_bot": false,
          "headline": "Harden appender error reporting",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-02T07:42:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ec235202fadb95f65609b2b3139a4cc38c5bf744",
          "body": null,
          "is_bot": false,
          "headline": "Bump sanitizer nightly toolchain to 2026-07-02",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-02T07:39:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b783aca4d79dc519d5729202e0411bf8ebbc187",
          "body": "Route the appender, catalog/schema, and column-subset constructors\nthrough a single create_table_appender helper that always calls\nduckdb_appender_create_ext with an optional catalog, passing a null\ncatalog pointer for the default. This removes the duplicated FFI call\nsites and keeps the internal appender helpers in catalog/schema/table\norder.",
          "is_bot": false,
          "headline": "Refactor DuckDB appender creation into a shared helper",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-02T07:26:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "895771044cdb034213892d691aa707aca589a317",
          "body": "Fix stale logical metadata by decoding from executed result",
          "is_bot": false,
          "headline": "Merge pull request #800 from duckdb/fix-stale-logical-metadata",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-01T11:58:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb42f9579687e5822cd7a6d3fc26aed24e0f7b86",
          "body": null,
          "is_bot": false,
          "headline": "Remove legacy Arrow execute path",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-01T11:26:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "278dd34e43d858dda26aa161aee259546bddae99",
          "body": "Cached prepared statements can survive catalog changes, so their stored\ncolumn type metadata can describe an older schema and silently\nmis-decode HUGEINT/UHUGEINT/DECIMAL(38,0) columns. Read the column types\n(and the Arrow schema) from the executed duckdb_result instead of the\ncached prepared statem\n[…]\nrrow/Polars iterators panic on\nchunk conversion errors instead of silently ending iteration. Ambiguous\ndecimal expressions such as SELECT ? + 0::DECIMAL(38,0) now decode as\nDecimal instead of HugeInt.",
          "is_bot": false,
          "headline": "Fix stale logical metadata by decoding from executed result",
          "author_name": "Mathias Lafeldt",
          "author_login": "mlafeldt",
          "committed_at": "2026-07-01T11:08:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
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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",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "9 out of 10 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "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 23 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": "30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "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": "3 existing vulnerabilities detected",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 425 resolved dependencies against OSV; 7 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 425
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 7
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 3,
              "affected_packages": 2,
              "assessed_packages": 425,
              "unassessed_packages": 7,
              "affected_by_severity": "high 1, unknown 1",
              "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",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "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": 425,
              "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",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "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": 20
            },
            "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": 56,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 37,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.69,
              "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": "69 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 36.8,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 69,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "Cargo.toml",
                "crates/duckdb-loadable-macros/Cargo.toml",
                "crates/duckdb/Cargo.toml",
                "crates/libduckdb-sys/Cargo.toml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Cargo.toml, crates/duckdb-loadable-macros/Cargo.toml, crates/duckdb/Cargo.toml (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "Cargo.toml, crates/duckdb-loadable-macros/Cargo.toml, crates/duckdb/Cargo.toml"
                    }
                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Rust (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 97,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 597791,
              "source_files_sampled": 84,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/84 source files over 60KB",
                "points": 52.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 84,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index crates:duckdb@1.10505.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T16:57:43.141422Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/duckdb/duckdb-rs.svg",
  "full_name": "duckdb/duckdb-rs",
  "license_state": "standard",
  "license_spdx": "MIT"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计crates.io.