公开记录
软件健康报告模式 0.13.0 · 指标 1.13.0 · 2026-07-18 15:01 UTC

ThiagoLange / iceberg-ai-deltalakehouse

AI-Lake Format: self-contained Parquet + HNSW index — unifying tabular data, embeddings, and vector search in a single Iceberg-compatible file

Rust · Python · Kotlin自定义许可证★ 32 星标⑂ 3 复刻始于 2026年5月在 GitHub 上查看 ↗
#embeddings#hnsw#iceberg#lakehouse#parquet#rag#rust#vector-search

ThiagoLange/iceberg-ai-deltalakehouse 的健康指数为 100 分中的 59 分，处于「中等」区间。 其得分最高的类别是Vitality（72/100），最低的是Security（40/100）。 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。

59
总分 / 100
中等

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。

59
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

ailake-io组织
1 关注者1 个公开仓库始于 2026年6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.ioailake-catalog指向其他仓库——不计分0.1.8251281 天前catalogiceberglakehousemetadataparquetdata-structuresdatabase
crates.ioailake-cli指向其他仓库——不计分0.1.8126241 天前cliiceberglakehousevectorvector-searchcommand-line-utilitiesdatabase
crates.ioailake-core指向其他仓库——不计分0.1.8457301 天前embeddingiceberglakehouseparquetvectordata-structuresdatabaseencoding
crates.ioailake-file指向其他仓库——不计分0.1.8232241 天前hnswiceberglakehouseparquetvectordatabaseencodingfilesystem
crates.ioailake-fts指向其他仓库——不计分0.1.8152141 天前—
Gogithub.com/ThiagoLange/iceberg-ai-deltalakehousev0.1.8-361 天前—
crates.ioailake-index指向其他仓库——不计分0.1.8279291 天前annembeddinghnswivfvector-searchalgorithmssciencedatabase
crates.ioailake-jni指向其他仓库——不计分0.1.8121241 天前jnilakehousesparktrinovector-searchapi-bindingsdatabase

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？

72良好 · 占总体的 22%

开发活跃度

60中等
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
6.2/36提交节奏 — 52 周中有 9 周有提交
18/18提交量 — 最近一年 1,046 次提交
0/10OpenSSF Scorecard：Maintained — project was created within the last 90 days. Please review its contents carefully
所用输入
commits_last_year1,046
human_commit_share—
days_since_last_push0
active_weeks_last_year9

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 28 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 2.3 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count28
latest_release_tagv0.1.8
releases_from_tags否
days_since_latest_release1
mean_days_between_releases2.3

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？

55中等 · 占总体的 18%

流行度与采用

28危急
评分方式
24.2/60星标 — 32 个星标
2.5/25复刻 — 3 个复刻
1.7/15关注者 — 3 位关注者
所用输入
forks3
stars32
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

86优秀
评分方式
22.5/22.5README
16.9/22.5许可证 — 存在许可证文件，但不是可识别的许可证
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
has_contributing是
has_issue_template否
has_code_of_conduct是
has_pull_request_template是

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？

53中等 · 占总体的 24%

维护者韧性（巴士系数）

12危急
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0.7/22.5提交分布 — 头号贡献者编写了 97% 的提交
2.7/13.5贡献者广度 — 2 位贡献者
0/10OpenSSF Scorecard：Contributors — project has 0 contributing companies or organizations -- score normalized to 0
所用输入
bus_factor1
contributors_sampled2
top_contributor_share0.969

议题与 PR 响应能力

85优秀
评分方式
46.8/46.8议题解决 — 100% 的议题已关闭
37.9/38.3PR 接受 — 已裁定的 PR 中 104/105 已合并
0/15OpenSSF Scorecard：Code-Review — Found 0/6 approved changesets -- score normalized to 0
所用输入
merged_prs104
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs1

所有权与托管责任

34存在风险
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
2.2/25所有者影响力 — ailake-io 有 1 位关注者
2.3/25既往记录 — 1 个公开仓库，账户约 0 年
所用输入
followers1
owner_typeOrganization
is_verified—
owner_loginailake-io
public_repos1
account_age_days21

软件包维护

100优秀
评分方式
25/25已发布且可解析 — go 上有 1 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 — 36 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
packagesgithub.com/ThiagoLange/iceberg-ai-deltalakehouse
ecosystemsgo
any_deprecated否
min_days_since_publish1

工程质量

基础的工程与文档实践是否到位？

71良好 · 占总体的 20%

工程实践

62中等
评分方式
24/24CI 工作流 — 15 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
14/20OpenSSF Scorecard：CI-Tests — 3 out of 4 merged PRs checked by a CI test -- score normalized to 7
所用输入
has_ci是
has_tests是
has_editorconfig否
has_linter_config否
has_precommit_config否

文档

85优秀
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
10/10仓库描述
10/10主题标签 — 8 个主题标签
10/10Wiki
所用输入
topicsembeddings, hnsw, iceberg, lakehouse, parquet, rag, rust, vector-search
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？

40存在风险 · 占总体的 16%

安全态势

40存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
1.8/2.5CI-Tests — 3 out of 4 merged PRs checked by a CI test -- score normalized to 7
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/6 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
5/5Fuzzing — project is fuzzed
2.2/2.5许可证 — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
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
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4

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。

64中等 · 占总体的 0%

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）
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt否
legible_history_share—
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes95,995
已排除计分（无数据或不适用）：可读的提交历史。 其余权重已重新归一化。

验证循环（构建 / 测试 / 类型检查）

52中等
评分方式
0/18一条命令的引导启动
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — ailake-py/python/ailake/py.typed
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 无数据
0/8自动化维护 — 无数据
0/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix否
has_tests是
lockfilesCargo.lock, go.sum
has_dockerfile是
typed_language是
bootstrap_files—
has_devcontainer否
has_linter_config否
typecheck_configsailake-py/python/ailake/py.typed
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。

面向模型的代码可读性

98优秀
评分方式
45/45可类型检查的代码 — Rust（静态类型）
53.1/55可控的文件大小 — 采样的 259 个源文件中有 9 个超过 60KB
所用输入
primary_languageRust
largest_source_bytes134,702
source_files_sampled259
oversized_source_files9

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, notebooks
所用输入
example_dirsexamples, notebooks
has_mcp_signal否
api_schema_files—

关键数据

32GitHub 星标
2贡献者
1,046最近 12 个月提交数
0距最近推送天数
28发布版本数
1巴士系数（bus factor）
0开放议题
crates.io, Go, Maven, PyPI软件包生态系统数

数据采集警告

  • crates package 'ailake-catalog' points at a different repository (https://github.com/ThiagoLange/ai-lakehouse); excluded from ecosystem scoring
  • crates package 'ailake-cli' points at a different repository (https://github.com/ThiagoLange/ai-lakehouse); excluded from ecosystem scoring
  • crates package 'ailake-core' points at a different repository (https://github.com/ThiagoLange/ai-lakehouse); excluded from ecosystem scoring
  • crates package 'ailake-file' points at a different repository (https://github.com/ThiagoLange/ai-lakehouse); excluded from ecosystem scoring
  • crates package 'ailake-fts' points at a different repository (https://github.com/ThiagoLange/ai-lakehouse); excluded from ecosystem scoring
  • crates package 'ailake-index' points at a different repository (https://github.com/ThiagoLange/ai-lakehouse); excluded from ecosystem scoring
  • crates package 'ailake-jni' points at a different repository (https://github.com/ThiagoLange/ai-lakehouse); excluded from ecosystem scoring

更多细节

OpenSSF Scorecard 4.0 / 10
4.0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 · 2026-07-18 15:01 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
7CI-Tests3 out of 4 merged PRs checked by a CI test -- score normalized to 7
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/6 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
10Fuzzingproject is fuzzed
9Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
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
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3Vulnerabilities7 existing vulnerabilities detected
直接依赖 160
注册表软件包版本约束清单文件
crates.ioailake-core0.1.8ailake-catalog/Cargo.toml
crates.ioailake-store0.1.8ailake-catalog/Cargo.toml
crates.ioserde—ailake-catalog/Cargo.toml
crates.ioserde_json—ailake-catalog/Cargo.toml
crates.iotokio—ailake-catalog/Cargo.toml
crates.iotracing—ailake-catalog/Cargo.toml
crates.ioasync-trait—ailake-catalog/Cargo.toml
crates.iothiserror—ailake-catalog/Cargo.toml
crates.iouuid—ailake-catalog/Cargo.toml
crates.iobytes—ailake-catalog/Cargo.toml
crates.ioreqwest0.12ailake-catalog/Cargo.toml
crates.iobase640.22ailake-catalog/Cargo.toml
crates.ioapache-avro—ailake-catalog/Cargo.toml
crates.iobincode—ailake-catalog/Cargo.toml
crates.ioroaring—ailake-catalog/Cargo.toml
crates.ioparquet—ailake-catalog/Cargo.toml
crates.ioarrow-array—ailake-catalog/Cargo.toml
crates.ioarrow-schema—ailake-catalog/Cargo.toml
crates.ioaws-sdk-glue1ailake-catalog/Cargo.toml
crates.ioaws-config1ailake-catalog/Cargo.toml
crates.iosqlx0.8ailake-catalog/Cargo.toml
crates.ioduckdb1ailake-catalog/Cargo.toml
crates.ioailake-core0.1.8ailake-cli/Cargo.toml
crates.ioailake-store0.1.8ailake-cli/Cargo.toml
crates.ioailake-catalog0.1.8ailake-cli/Cargo.toml
crates.ioailake-parquet0.1.8ailake-cli/Cargo.toml
crates.ioailake-query0.1.8ailake-cli/Cargo.toml
crates.ioailake-fts—ailake-cli/Cargo.toml
crates.iobytes—ailake-cli/Cargo.toml
crates.ioclap—ailake-cli/Cargo.toml
crates.iotokio—ailake-cli/Cargo.toml
crates.iotracing—ailake-cli/Cargo.toml
crates.iotracing-subscriber—ailake-cli/Cargo.toml
crates.ioserde_json—ailake-cli/Cargo.toml
crates.ioserde—ailake-cli/Cargo.toml
crates.ioaxum—ailake-cli/Cargo.toml
crates.ioarrow-array—ailake-cli/Cargo.toml
crates.ioarrow-schema—ailake-cli/Cargo.toml
crates.ioserde—ailake-core/Cargo.toml
crates.ioserde_json—ailake-core/Cargo.toml
crates.iouuid—ailake-core/Cargo.toml
crates.iothiserror—ailake-core/Cargo.toml
crates.iohalf—ailake-core/Cargo.toml
crates.ioasync-trait—ailake-core/Cargo.toml
crates.ioailake-core0.1.8ailake-file/Cargo.toml
crates.ioailake-fts—ailake-file/Cargo.toml
crates.ioailake-parquet0.1.8ailake-file/Cargo.toml
crates.ioailake-vec0.1.8ailake-file/Cargo.toml
crates.ioailake-index0.1.8ailake-file/Cargo.toml
crates.ioarrow-array—ailake-file/Cargo.toml
crates.ioarrow-schema—ailake-file/Cargo.toml
crates.iothiserror—ailake-file/Cargo.toml
crates.iobytes—ailake-file/Cargo.toml
crates.ioailake-core0.1.8ailake-fts/Cargo.toml
crates.iotantivy—ailake-fts/Cargo.toml
crates.iozstd—ailake-fts/Cargo.toml
crates.ioarrow-array—ailake-fts/Cargo.toml
crates.ioarrow-schema—ailake-fts/Cargo.toml
crates.iobytes—ailake-fts/Cargo.toml
Gogithub.com/linkedin/goavro/v2v2.13.0ailake-go/go.mod
crates.ioailake-core0.1.8ailake-index/Cargo.toml
crates.ioailake-vec0.1.8ailake-index/Cargo.toml
crates.iohalf—ailake-index/Cargo.toml
crates.ioserde—ailake-index/Cargo.toml
crates.iobincode—ailake-index/Cargo.toml
crates.iorand—ailake-index/Cargo.toml
crates.iothiserror—ailake-index/Cargo.toml
crates.iomemmap2—ailake-index/Cargo.toml
crates.iotempfile—ailake-index/Cargo.toml
crates.iorayon—ailake-index/Cargo.toml
crates.iolibloading—ailake-index/Cargo.toml
crates.iotracing—ailake-index/Cargo.toml
crates.ioailake-query0.1.8ailake-jni/Cargo.toml
crates.ioailake-fts—ailake-jni/Cargo.toml
crates.ioailake-catalog0.1.8ailake-jni/Cargo.toml
crates.ioailake-store0.1.8ailake-jni/Cargo.toml
crates.ioailake-core0.1.8ailake-jni/Cargo.toml
crates.iotokio—ailake-jni/Cargo.toml
crates.ioserde—ailake-jni/Cargo.toml
crates.ioserde_json—ailake-jni/Cargo.toml
crates.ioarrow-array—ailake-jni/Cargo.toml
crates.ioarrow-schema—ailake-jni/Cargo.toml
crates.ioarrow-ipc—ailake-jni/Cargo.toml
crates.iotracing—ailake-jni/Cargo.toml
crates.ioailake-core0.1.8ailake-parquet/Cargo.toml
crates.ioailake-vec0.1.8ailake-parquet/Cargo.toml
crates.ioparquet—ailake-parquet/Cargo.toml
crates.ioarrow-array—ailake-parquet/Cargo.toml
crates.ioarrow-schema—ailake-parquet/Cargo.toml
crates.ioarrow-select—ailake-parquet/Cargo.toml
crates.ioarrow-buffer—ailake-parquet/Cargo.toml
crates.iobytes—ailake-parquet/Cargo.toml
crates.iohalf—ailake-parquet/Cargo.toml
crates.iothiserror—ailake-parquet/Cargo.toml
crates.ioailake-query—ailake-py/Cargo.toml
crates.ioailake-fts—ailake-py/Cargo.toml
crates.ioailake-core—ailake-py/Cargo.toml
crates.ioailake-catalog—ailake-py/Cargo.toml
crates.ioailake-store—ailake-py/Cargo.toml
crates.ioailake-index—ailake-py/Cargo.toml
crates.iopyo3—ailake-py/Cargo.toml
crates.ioserde_json—ailake-py/Cargo.toml
crates.iotokio—ailake-py/Cargo.toml
crates.iotracing—ailake-py/Cargo.toml
crates.ioarrow-array—ailake-py/Cargo.toml
crates.ioarrow-schema—ailake-py/Cargo.toml
crates.ioarrow-ipc—ailake-py/Cargo.toml
crates.ioopenssl-sys0.9ailake-py/Cargo.toml
PyPIpyarrow>=14.0ailake-py/pyproject.toml
PyPInumpy>=1.24ailake-py/pyproject.toml
crates.ioailake-core0.1.8ailake-query/Cargo.toml
crates.ioailake-fts—ailake-query/Cargo.toml
crates.ioailake-file0.1.8ailake-query/Cargo.toml
crates.ioailake-catalog0.1.8ailake-query/Cargo.toml
crates.ioailake-store0.1.8ailake-query/Cargo.toml
crates.ioailake-index0.1.8ailake-query/Cargo.toml
crates.ioailake-vec0.1.8ailake-query/Cargo.toml
crates.ioailake-parquet0.1.8ailake-query/Cargo.toml
crates.ioarrow-array—ailake-query/Cargo.toml
crates.ioarrow-schema—ailake-query/Cargo.toml
crates.ioarrow-select—ailake-query/Cargo.toml
crates.iotokio—ailake-query/Cargo.toml
crates.iobytes—ailake-query/Cargo.toml
crates.ioserde—ailake-query/Cargo.toml
crates.ioserde_json—ailake-query/Cargo.toml
crates.iobincode—ailake-query/Cargo.toml
crates.iozstd—ailake-query/Cargo.toml
crates.iothiserror—ailake-query/Cargo.toml
crates.iofutures—ailake-query/Cargo.toml
crates.iorayon—ailake-query/Cargo.toml
crates.iotracing—ailake-query/Cargo.toml
crates.ioroaring—ailake-query/Cargo.toml
crates.ioloom0.7ailake-query/Cargo.toml
crates.ioailake-core0.1.8ailake-store/Cargo.toml
crates.iotokio—ailake-store/Cargo.toml
crates.iobytes—ailake-store/Cargo.toml
crates.ioasync-trait—ailake-store/Cargo.toml
crates.iothiserror—ailake-store/Cargo.toml
crates.ioobject_store—ailake-store/Cargo.toml
crates.iofutures—ailake-store/Cargo.toml
crates.ioailake-core0.1.8ailake-vec/Cargo.toml
crates.iohalf—ailake-vec/Cargo.toml
crates.iolz4_flex—ailake-vec/Cargo.toml
crates.iozstd—ailake-vec/Cargo.toml
crates.iothiserror—ailake-vec/Cargo.toml
crates.ioserde—ailake-vec/Cargo.toml
crates.iorayon—ailake-vec/Cargo.toml
crates.iorand—ailake-vec/Cargo.toml
PyPIairbyte-cdk>=1.0airbyte-destination-ailake/pyproject.toml
PyPIailake>=0.0.17airbyte-destination-ailake/pyproject.toml
PyPIapache-airflow>=2.6airflow-providers-ailake/pyproject.toml
crates.iolibfuzzer-sys0.4fuzz/Cargo.toml
crates.iobytes1fuzz/Cargo.toml
crates.ioailake-core—fuzz/Cargo.toml
crates.ioailake-file—fuzz/Cargo.toml
crates.ioailake-catalog—fuzz/Cargo.toml
crates.ioailake-index—fuzz/Cargo.toml
crates.ioailake-parquet—fuzz/Cargo.toml
crates.ioailake-fts—fuzz/Cargo.toml
crates.ioailake-jni—fuzz/Cargo.toml
全部依赖 368

来自 GitHub 依赖图的完整解析依赖集合：55 个直接依赖与 313 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.ioailake-catalog—直接
crates.ioailake-core—直接
crates.ioailake-file—直接
crates.ioailake-index—直接
crates.ioailake-parquet—直接
crates.ioailake-query—直接
crates.ioailake-store—直接
crates.ioailake-vec—直接
crates.ioapache-avro0.16.0直接
crates.ioarrow-array52.2.0直接
crates.ioarrow-buffer52.2.0直接
crates.ioarrow-ipc52.2.0直接
crates.ioarrow-schema52.2.0直接
crates.ioarrow-select52.2.0直接
crates.ioasync-trait0.1.89直接
crates.ioaws-config—直接
crates.ioaws-sdk-glue—直接
crates.iobase64—直接
crates.iobase640.22.1直接
crates.iobincode1.3.3直接
crates.iobytes1.12.1直接
crates.ioduckdb—直接
crates.iofutures0.3.32直接
crates.iohalf2.7.1直接
crates.iolibfuzzer-sys0.4.13直接
crates.iolibloading0.8.9直接
crates.ioloom—直接
crates.iolz4_flex0.11.6直接
crates.iomemmap20.9.11直接
crates.ioobject_store0.10.2直接
crates.ioopenssl-sys—直接
crates.ioparquet52.2.0直接
crates.iorand0.10.2直接
crates.iorand0.8.7直接
crates.iorayon1.12.0直接
crates.ioreqwest—直接
crates.ioreqwest0.12.28直接
crates.ioroaring0.10.12直接
crates.ioserde1.0.228直接
crates.ioserde_json1.0.150直接
crates.iosqlx—直接
crates.iotantivy0.22.1直接
crates.iotempfile3.27.0直接
crates.iothiserror1.0.69直接
crates.iothiserror2.0.18直接
crates.iotokio1.52.3直接
crates.iotracing0.1.44直接
crates.iouuid1.24.0直接
crates.iozstd0.13.3直接
Gogithub.com/linkedin/goavro/v2v2.13.0直接
PyPIailake—直接
PyPIairbyte-cdk—直接
PyPIapache-airflow—直接
PyPInumpy—直接
PyPIpyarrow—直接
crates.ioadler22.0.1间接
crates.ioadler321.2.0间接
crates.ioahash0.8.12间接
crates.ioaho-corasick1.1.4间接
crates.ioalloc-no-stdlib2.0.4间接
crates.ioalloc-stdlib0.2.4间接
crates.ioallocator-api20.2.21间接
crates.ioandroid_system_properties0.1.5间接
crates.ioarbitrary1.4.2间接
crates.ioarc-swap1.9.2间接
crates.ioarrow-cast52.2.0间接
crates.ioarrow-data52.2.0间接
crates.ioatoi2.0.0间接
crates.ioatomic-waker1.1.2间接
crates.ioautocfg1.5.1间接
crates.iobitflags1.3.2间接
crates.iobitflags2.13.1间接
crates.iobitpacking0.9.3间接
crates.ioblock-buffer0.10.4间接
crates.iobrotli6.0.0间接
crates.iobrotli-decompressor4.0.3间接
crates.iobumpalo3.20.3间接
crates.iobytemuck1.25.1间接
crates.iobyteorder1.5.0间接
crates.iocc1.2.67间接
crates.iocensus0.4.2间接
crates.iocfg-if1.0.4间接
crates.iocfg_aliases0.2.1间接
crates.iochacha200.10.1间接
crates.iochrono0.4.45间接
crates.ioconst-random0.1.18间接
crates.ioconst-random-macro0.1.16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-utils0.8.22间接
crates.iocrunchy0.2.4间接
crates.iocrypto-common0.1.7间接
crates.iodary_heap0.3.9间接
crates.ioderanged0.5.8间接
crates.iodigest0.10.7间接
crates.iodisplaydoc0.2.6间接
crates.iodoc-comment0.3.4间接
crates.iodowncast-rs1.2.1间接
crates.ioeither1.16.0间接
crates.ioequivalent1.0.2间接
crates.ioerrno0.3.14间接
crates.iofastdivide0.4.2间接
crates.iofastrand2.4.1间接
crates.iofind-msvc-tools0.1.9间接
crates.ioflatbuffers24.12.23间接
crates.ioflate21.1.9间接
crates.iofnv1.0.7间接
crates.iofoldhash0.1.5间接
crates.iofoldhash0.2.0间接
crates.ioform_urlencoded1.2.2间接
crates.iofs40.8.4间接
crates.iofutures-channel0.3.32间接
crates.iofutures-core0.3.32间接
crates.iofutures-executor0.3.32间接
crates.iofutures-io0.3.32间接
crates.iofutures-macro0.3.32间接
crates.iofutures-sink0.3.32间接
crates.iofutures-task0.3.32间接
crates.iofutures-util0.3.32间接
crates.iogeneric-array0.14.7间接
crates.iogetrandom0.2.17间接
crates.iogetrandom0.3.4间接
crates.iogetrandom0.4.3间接
crates.iohashbrown0.14.5间接
crates.iohashbrown0.15.5间接
crates.iohashbrown0.16.1间接
crates.ioheck0.4.1间接
crates.iohermit-abi0.5.2间接
crates.iohtmlescape0.3.1间接
crates.iohttp1.4.2间接
crates.iohttp-body1.1.0间接
crates.iohttp-body-util0.1.4间接
crates.iohttparse1.10.1间接
crates.iohumantime2.4.0间接
crates.iohyper1.10.1间接
crates.iohyper-rustls0.27.9间接
crates.iohyper-util0.1.20间接
crates.ioiana-time-zone0.1.65间接
crates.ioiana-time-zone-haiku0.1.2间接
crates.ioicu_collections2.2.0间接
crates.ioicu_locale_core2.2.0间接
crates.ioicu_normalizer2.2.0间接
crates.ioicu_normalizer_data2.2.0间接
crates.ioicu_properties2.2.0间接
crates.ioicu_properties_data2.2.0间接
crates.ioicu_provider2.2.0间接
crates.ioidna1.1.0间接
crates.ioidna_adapter1.2.2间接
crates.ioinstant0.1.13间接
crates.iointeger-encoding3.0.4间接
crates.ioipnet2.12.0间接
crates.ioitertools0.12.1间接
crates.ioitertools0.13.0间接
crates.ioitoa1.0.18间接
crates.iojobserver0.1.35间接
crates.iojs-sys0.3.103间接
crates.iolazy_static1.5.0间接
crates.iolevenshtein_automata0.2.1间接
crates.iolexical-core0.8.5间接
crates.iolexical-parse-float0.8.5间接
crates.iolexical-parse-integer0.8.6间接
crates.iolexical-util0.8.5间接
crates.iolexical-write-float0.8.5间接
crates.iolexical-write-integer0.8.5间接
crates.iolibc0.2.186间接
crates.iolibflate2.3.0间接
crates.iolibflate_lz772.3.0间接
crates.iolibm0.2.16间接
crates.iolinux-raw-sys0.12.1间接
crates.iolinux-raw-sys0.4.15间接
crates.iolitemap0.8.2间接
crates.iolock_api0.4.14间接
crates.iolog0.4.33间接
crates.iolru0.12.5间接
crates.iolru-slab0.1.2间接
crates.iomeasure_time0.8.3间接
crates.iomemchr2.8.3间接
crates.iominimal-lexical0.2.1间接
crates.iominiz_oxide0.8.9间接
crates.iomio1.2.2间接
crates.iomurmurhash320.3.1间接
crates.iono_std_io20.9.4间接
crates.ionom7.1.3间接
crates.ionum0.4.3间接
crates.ionum-bigint0.4.8间接
crates.ionum-complex0.4.6间接
crates.ionum-conv0.2.2间接
crates.ionum-integer0.1.46间接
crates.ionum-iter0.1.46间接
crates.ionum-rational0.4.2间接
crates.ionum-traits0.2.19间接
crates.ionum_cpus1.17.0间接
crates.ioonce_cell1.21.4间接
crates.iooneshot0.1.13间接
crates.ioordered-float2.10.1间接
crates.ioownedbytes0.7.0间接
crates.ioparking_lot0.12.5间接
crates.ioparking_lot_core0.9.12间接
crates.iopaste1.0.15间接
crates.iopercent-encoding2.3.2间接
crates.iopin-project-lite0.2.17间接
crates.iopkg-config0.3.33间接
crates.iopotential_utf0.1.5间接
crates.iopowerfmt0.2.0间接
crates.ioppv-lite860.2.21间接
crates.ioproc-macro21.0.106间接
crates.ioquad-rand0.2.3间接
crates.ioquinn0.11.11间接
crates.ioquinn-proto0.11.16间接
crates.ioquinn-udp0.5.15间接
crates.ioquote1.0.46间接
crates.ior-efi5.3.0间接
crates.ior-efi6.0.0间接
crates.iorand_chacha0.3.1间接
crates.iorand_core0.10.1间接
crates.iorand_core0.6.4间接
crates.iorand_distr0.4.3间接
crates.iorand_pcg0.10.2间接
crates.iorayon-core1.13.0间接
crates.ioredox_syscall0.5.18间接
crates.ioregex1.13.1间接
crates.ioregex-automata0.4.16间接
crates.ioregex-lite0.1.9间接
crates.ioregex-syntax0.8.11间接
crates.ioring0.17.14间接
crates.iorle-decode-fast1.0.3间接
crates.iorust-stemmers1.2.0间接
crates.iorustc-hash1.1.0间接
crates.iorustc-hash2.1.3间接
crates.iorustc_version0.4.1间接
crates.iorustix0.38.44间接
crates.iorustix1.1.4间接
crates.iorustls0.23.42间接
crates.iorustls-pki-types1.15.0间接
crates.iorustls-webpki0.103.13间接
crates.iorustversion1.0.23间接
crates.ioryu1.0.23间接
crates.iosame-file1.0.6间接
crates.ioscopeguard1.2.0间接
crates.iosemver1.0.28间接
crates.ioseq-macro0.3.6间接
crates.ioserde_core1.0.228间接
crates.ioserde_derive1.0.228间接
crates.ioserde_urlencoded0.7.1间接
crates.ioshlex2.0.1间接
crates.iosimd-adler320.3.10间接
crates.iosketches-ddsketch0.2.2间接
crates.ioslab0.4.12间接
crates.iosmallvec1.15.2间接
crates.iosnafu0.7.5间接
crates.iosnafu-derive0.7.5间接
crates.iosnap1.1.2间接
crates.iosocket20.6.5间接
crates.iostable_deref_trait1.2.1间接
crates.iostatic_assertions1.1.0间接
crates.iostrum0.25.0间接
crates.iostrum_macros0.25.3间接
crates.iosubtle2.6.1间接
crates.iosyn1.0.109间接
crates.iosyn2.0.119间接
crates.iosync_wrapper1.0.2间接
crates.iosynstructure0.13.2间接
crates.iotantivy-bitpacker0.6.0间接
crates.iotantivy-columnar0.3.0间接
crates.iotantivy-common0.7.0间接
crates.iotantivy-fst0.5.0间接
crates.iotantivy-query-grammar0.22.0间接
crates.iotantivy-sstable0.3.0间接
crates.iotantivy-stacker0.3.0间接
crates.iotantivy-tokenizer-api0.3.0间接
crates.iothiserror-impl1.0.69间接
crates.iothiserror-impl2.0.18间接
crates.iothrift0.17.0间接
crates.iotime0.3.53间接
crates.iotime-core0.1.9间接
crates.iotime-macros0.2.31间接
crates.iotiny-keccak2.0.2间接
crates.iotinystr0.8.3间接
crates.iotinyvec1.12.0间接
crates.iotinyvec_macros0.1.1间接
crates.iotokio-macros2.7.0间接
crates.iotokio-rustls0.26.4间接
crates.iotower0.5.3间接
crates.iotower-http0.6.11间接
crates.iotower-layer0.3.3间接
crates.iotower-service0.3.3间接
crates.iotracing-attributes0.1.31间接
crates.iotracing-core0.1.36间接
crates.iotry-lock0.2.5间接
crates.iotwox-hash1.6.3间接
crates.iotwox-hash2.1.2间接
crates.iotyped-builder0.16.2间接
crates.iotyped-builder-macro0.16.2间接
crates.iotypenum1.20.1间接
crates.iounicode-ident1.0.24间接
crates.iountrusted0.9.0间接
crates.iourl2.5.8间接
crates.ioutf8-ranges1.0.5间接
crates.ioutf8_iter1.0.4间接
crates.ioversion_check0.9.5间接
crates.iowalkdir2.5.0间接
crates.iowant0.3.1间接
crates.iowasi0.11.1+wasi-snapshot-preview1间接
crates.iowasip21.0.4+wasi-0.2.12间接
crates.iowasm-bindgen0.2.126间接
crates.iowasm-bindgen-futures0.4.76间接
crates.iowasm-bindgen-macro0.2.126间接
crates.iowasm-bindgen-macro-support0.2.126间接
crates.iowasm-bindgen-shared0.2.126间接
crates.ioweb-sys0.3.103间接
crates.ioweb-time1.1.0间接
crates.iowebpki-roots1.0.8间接
crates.iowinapi0.3.9间接
crates.iowinapi-i686-pc-windows-gnu0.4.0间接
crates.iowinapi-util0.1.11间接
crates.iowinapi-x86_64-pc-windows-gnu0.4.0间接
crates.iowindows-core0.62.2间接
crates.iowindows-implement0.60.2间接
crates.iowindows-interface0.59.3间接
crates.iowindows-link0.2.1间接
crates.iowindows-result0.4.1间接
crates.iowindows-strings0.5.1间接
crates.iowindows-sys0.52.0间接
crates.iowindows-sys0.59.0间接
crates.iowindows-sys0.61.2间接
crates.iowindows-targets0.52.6间接
crates.iowindows_aarch64_gnullvm0.52.6间接
crates.iowindows_aarch64_msvc0.52.6间接
crates.iowindows_i686_gnu0.52.6间接
crates.iowindows_i686_gnullvm0.52.6间接
crates.iowindows_i686_msvc0.52.6间接
crates.iowindows_x86_64_gnu0.52.6间接
crates.iowindows_x86_64_gnullvm0.52.6间接
crates.iowindows_x86_64_msvc0.52.6间接
crates.iowit-bindgen0.57.1间接
crates.iowriteable0.6.3间接
crates.ioyoke0.8.3间接
crates.ioyoke-derive0.8.2间接
crates.iozerocopy0.8.54间接
crates.iozerocopy-derive0.8.54间接
crates.iozerofrom0.1.8间接
crates.iozerofrom-derive0.1.7间接
crates.iozeroize1.9.0间接
crates.iozerotrie0.2.4间接
crates.iozerovec0.11.6间接
crates.iozerovec-derive0.11.3间接
crates.iozmij1.0.23间接
crates.iozstd-safe7.2.1间接
crates.iozstd-sys2.0.12+zstd.1.5.6间接
Gogithub.com/andybalholm/brotliv1.1.1间接
Gogithub.com/golang/snappyv0.0.4间接
Gogithub.com/google/uuidv1.6.0间接
Gogithub.com/klauspost/compressv1.17.9间接
Gogithub.com/parquet-go/bitpackv1.0.0间接
Gogithub.com/parquet-go/jsonlitev1.0.0间接
Gogithub.com/parquet-go/parquet-gov0.30.1间接
Gogithub.com/pierrec/lz4/v4v4.1.21间接
Gogithub.com/twpayne/go-geomv1.6.1间接
Gogolang.org/x/sysv0.38.0间接
Gogoogle.golang.org/protobufv1.34.2间接
PyPIcohere—间接
PyPImaturin—间接
PyPIopenai—间接
PyPIpytest—间接
原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "embeddings",
        "hnsw",
        "iceberg",
        "lakehouse",
        "parquet",
        "rag",
        "rust",
        "vector-search"
      ],
      "is_fork": false,
      "size_kb": 4599,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Go": 149260,
        "C++": 289606,
        "Cuda": 12726,
        "Rust": 1824520,
        "CMake": 8932,
        "Scala": 158944,
        "Shell": 3154,
        "Kotlin": 364343,
        "Python": 442223,
        "Assembly": 281,
        "Dockerfile": 17109,
        "Jupyter Notebook": 358547
      },
      "pushed_at": "2026-07-18T10:09:14Z",
      "created_at": "2026-05-18T20:24:06Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-18T03:17:52Z",
      "description": "AI-Lake Format: self-contained Parquet + HNSW index — unifying tabular data, embeddings, and vector search in a single Iceberg-compatible file",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "Rust",
      "significant_languages": [
        "Rust",
        "Python",
        "Kotlin"
      ]
    },
    "owner": {
      "blog": null,
      "name": null,
      "type": "Organization",
      "login": "ailake-io",
      "company": null,
      "followers": 1,
      "avatar_url": "https://avatars.githubusercontent.com/u/297266021?v=4",
      "created_at": "2026-06-26T20:28:32Z",
      "is_verified": null,
      "public_repos": 1,
      "account_age_days": 21
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases_count": 28,
      "commits_last_year": 1046,
      "latest_release_at": "2026-07-17T13:15:00Z",
      "latest_release_tag": "v0.1.8",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 9,
      "days_since_latest_release": 1,
      "mean_days_between_releases": 2.3
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 87,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "ailake-catalog",
          "exists": true,
          "license": "MIT OR Apache-2.0",
          "keywords": [
            "catalog",
            "iceberg",
            "lakehouse",
            "metadata",
            "parquet",
            "data-structures",
            "database"
          ],
          "ecosystem": "crates",
          "matches_repo": false,
          "registry_url": "https://crates.io/crates/ailake-catalog",
          "is_deprecated": false,
          "latest_version": "0.1.8",
          "repository_url": "https://github.com/ThiagoLange/ai-lakehouse",
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    "crates package 'ailake-file' points at a different repository (https://github.com/ThiagoLange/ai-lakehouse); excluded from ecosystem scoring",
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    "crates package 'ailake-jni' points at a different repository (https://github.com/ThiagoLange/ai-lakehouse); excluded from ecosystem scoring"
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}

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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 v0.13.0—— 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, Go.