Public record
Software health reportschema 0.13.0 · metrics 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 · KotlinCustom license★ 32 stars⑂ 3 forkssince May 2026View on GitHub ↗
#embeddings#hnsw#iceberg#lakehouse#parquet#rag#rust#vector-search

ThiagoLange/iceberg-ai-deltalakehouse holds a health index of 59 out of 100, placing it in the Moderate band. It scores highest on Vitality (72/100) and lowest on Security (40/100). It was last updated today. A single contributor accounts for most of its recent work.

59
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

59
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

ailake-ioOrganization
1 follower1 public reposince Jun 2026

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
crates.ioailake-catalogpoints to another repo — not scored0.1.8251281 day agocatalogiceberglakehousemetadataparquetdata-structuresdatabase
crates.ioailake-clipoints to another repo — not scored0.1.8126241 day agocliiceberglakehousevectorvector-searchcommand-line-utilitiesdatabase
crates.ioailake-corepoints to another repo — not scored0.1.8457301 day agoembeddingiceberglakehouseparquetvectordata-structuresdatabaseencoding
crates.ioailake-filepoints to another repo — not scored0.1.8232241 day agohnswiceberglakehouseparquetvectordatabaseencodingfilesystem
crates.ioailake-ftspoints to another repo — not scored0.1.8152141 day ago—
Gogithub.com/ThiagoLange/iceberg-ai-deltalakehousev0.1.8-361 day ago—
crates.ioailake-indexpoints to another repo — not scored0.1.8279291 day agoannembeddinghnswivfvector-searchalgorithmssciencedatabase
crates.ioailake-jnipoints to another repo — not scored0.1.8121241 day agojnilakehousesparktrinovector-searchapi-bindingsdatabase

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

72Good · 22% of overall

Development activity

60Moderate
How it's scored
36/36Push recency — last push 0 days ago
6.2/36Commit cadence — 9/52 weeks with commits
18/18Commit volume — 1,046 commits in the last year
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year1,046
human_commit_share—
days_since_last_push0
active_weeks_last_year9

Release discipline

90Excellent
How it's scored
27/27Ships releases — 28 releases published
36/36Release recency — latest release 1 days ago
27/27Release cadence — a release every ~2.3 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count28
latest_release_tagv0.1.8
releases_from_tagsno
days_since_latest_release1
mean_days_between_releases2.3

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

55Moderate · 18% of overall

Popularity & adoption

28Critical
How it's scored
24.2/60Stars — 32 stars
2.5/25Forks — 3 forks
1.7/15Watchers — 3 watchers
Inputs used
forks3
stars32
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

86Excellent
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateyes

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

53Moderate · 24% of overall

Maintainer resilience (bus factor)

12Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.7/22.5Commit distribution — top contributor authored 97% of commits
2.7/13.5Contributor breadth — 2 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.969

Issue & PR responsiveness

85Excellent
How it's scored
46.8/46.8Issue resolution — 100% of issues closed
37.9/38.3PR acceptance — 104/105 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/6 approved changesets -- score normalized to 0
Inputs used
merged_prs104
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs1

Ownership & stewardship

34At risk
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
2.2/25Owner reach — 1 followers of ailake-io
2.3/25Track record — 1 public repos, account ~0 yr old
Inputs used
followers1
owner_typeOrganization
is_verified—
owner_loginailake-io
public_repos1
account_age_days21

Package maintenance

100Excellent
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 1 days ago
20/20Version history — 36 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/ThiagoLange/iceberg-ai-deltalakehouse
ecosystemsgo
any_deprecatedno
min_days_since_publish1

Engineering Quality

Are baseline engineering and documentation practices in place?

71Good · 20% of overall

Engineering practices

62Moderate
How it's scored
24/24CI workflows — 15 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
14/20OpenSSF Scorecard: CI-Tests — 3 out of 4 merged PRs checked by a CI test -- score normalized to 7
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

85Excellent
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 8 topics
10/10Wiki
Inputs used
topicsembeddings, hnsw, iceberg, lakehouse, parquet, rag, rust, vector-search
has_wikiyes
homepage—
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

40At risk · 16% of overall

Security posture

40At risk
How it's scored
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
2.2/2.5License — 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
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4

AI Readiness

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.

64Moderate · 0% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — CLAUDE.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes95,995
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

52Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — ailake-py/python/ailake/py.typed
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, go.sum
has_dockerfileyes
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configsailake-py/python/ailake/py.typed
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

98Excellent
How it's scored
45/45Type-checkable code — Rust (statically typed)
53.1/55Manageable file sizes — 9/259 source files over 60KB
Inputs used
primary_languageRust
largest_source_bytes134,702
source_files_sampled259
oversized_source_files9

Machine-readable interfaces

40At risk
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — examples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalno
api_schema_files—

Key facts

32GitHub stars
2contributors
1,046commits, last 12 months
0days since last push
28releases
1bus factor
0open issues
crates.io, Go, Maven, PyPIpackage ecosystems

Data collection warnings

  • 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

More detail

OpenSSF Scorecard 4.0 / 10
4.0aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).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
Direct dependencies 160
RegistryPackageVersion constraintManifest
crates.ioailake-core0.1.8ailake-catalog/Cargo.toml
crates.ioailake-store0.1.8ailake-catalog/Cargo.toml
crates.ioserde—ailake-catalog/Cargo.toml
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crates.ioasync-trait—ailake-catalog/Cargo.toml
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crates.ioaws-sdk-glue1ailake-catalog/Cargo.toml
crates.ioaws-config1ailake-catalog/Cargo.toml
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crates.ioailake-core0.1.8ailake-file/Cargo.toml
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crates.ioailake-parquet0.1.8ailake-file/Cargo.toml
crates.ioailake-vec0.1.8ailake-file/Cargo.toml
crates.ioailake-index0.1.8ailake-file/Cargo.toml
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crates.ioailake-core0.1.8ailake-fts/Cargo.toml
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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
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crates.ioailake-fts—ailake-jni/Cargo.toml
crates.ioailake-catalog0.1.8ailake-jni/Cargo.toml
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crates.ioailake-core0.1.8ailake-jni/Cargo.toml
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crates.ioarrow-buffer—ailake-parquet/Cargo.toml
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crates.iohalf—ailake-parquet/Cargo.toml
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crates.ioailake-query—ailake-py/Cargo.toml
crates.ioailake-fts—ailake-py/Cargo.toml
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PyPIairbyte-cdk>=1.0airbyte-destination-ailake/pyproject.toml
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crates.iolibfuzzer-sys0.4fuzz/Cargo.toml
crates.iobytes1fuzz/Cargo.toml
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crates.ioailake-index—fuzz/Cargo.toml
crates.ioailake-parquet—fuzz/Cargo.toml
crates.ioailake-fts—fuzz/Cargo.toml
crates.ioailake-jni—fuzz/Cargo.toml
All dependencies 368

Full resolved dependency set from the GitHub dependency graph: 55 direct and 313 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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crates.ioailake-core—direct
crates.ioailake-file—direct
crates.ioailake-index—direct
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                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/6 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "7 existing vulnerabilities detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          }
        ],
        "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": 64,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 95995
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "ailake-py/python/ailake/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "ailake-py/python/ailake/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ailake-py/python/ailake/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "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": 98,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 134702,
              "source_files_sampled": 259,
              "oversized_source_files": 9
            },
            "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": "9/259 source files over 60KB",
                "points": 53.1,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 259,
                      "oversized": 9
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-18T15:01:29.153409Z",
  "schema_version": "0.13.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/ThiagoLange/iceberg-ai-deltalakehouse.svg",
  "full_name": "ThiagoLange/iceberg-ai-deltalakehouse",
  "license_state": "custom",
  "license_spdx": null
}

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.13.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — crates.io, Go.