Public recordExceptional
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-12 23:26 UTC
googleapis / google-cloud-python
Google Cloud Client Libraries for Python
googleapis/google-cloud-python holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Vitality (100/100) and lowest on Security (52/100). It was last updated today. 5 contributors account for most of its recent work.
98
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
98
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
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.
The weighted overall 87 is calibrated to 98 on the published index scale (record calibration 2026-08-02).
Ownership
Google APIsOrganization
6,710 followers900 public repossince Jan 2016
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | bigframes | 2.48.0 | - | 126 | 0 days ago | — |
| PyPI | db-dtypes | 1.7.1 | - | 29 | 35 days ago | sqlpandas |
| PyPI | bigquery-magics | 0.15.1 | - | 23 | 6 days ago | — |
| PyPI | gapic-generator | 1.38.0 | - | 189 | 6 days ago | — |
| PyPI | google-apps-card | 0.7.0 | - | 15 | 70 days ago | — |
| PyPI | google-ads-admanager | 0.10.1 | - | 19 | 6 days ago | — |
| PyPI | django-google-spanner | 5.0.0 | - | 14 | 104 days ago | — |
| PyPI | gcp-sphinx-docfx-yaml | 3.3.1 | - | 51 | 6 days ago | — |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
100
Development activity
100Exceptional
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 36/36 | Commit cadence — 52/52 weeks with commits |
| 18/18 | Commit volume — 3,747 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — no data |
Inputs used
| commits_last_year | 3,747 |
| human_commit_share | 0.87 |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Release discipline
100Exceptional
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~0.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | bigframes-v2.48.0 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0.7 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
96
Popularity & adoption
99Exceptional
How it's scored
| 60/60 | Stars — 5,370 stars |
| 25/25 | Forks — 1,751 forks |
| 13.6/15 | Watchers — 283 watchers |
Inputs used
| forks | 1,751 |
| stars | 5,370 |
| watchers | 283 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | 0 |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| readme_badge_services | — |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
94
Maintainer resilience (bus factor)
88Excellent
How it's scored
| 45.9/54 | Bus factor — 5 contributor(s) cover half of all commits |
| 19.5/22.5 | Commit distribution — top contributor authored 13% of commits |
| 13.5/13.5 | Contributor breadth — 95 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — no data |
Inputs used
| bus_factor | 5 |
| contributors_sampled | 95 |
| top_contributor_share | 0.133 |
Issue & PR responsiveness
89Excellent
How it's scored
| 38.6/42 | Issue resolution — 92% of issues closed |
| 24.1/30 | PR acceptance — 9,745/12,143 decided PRs merged |
| 13/13 | Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d |
| 0/15 | OpenSSF Scorecard: Code-Review — no data |
Inputs used
| merged_prs | 9,745 |
| open_issues | 439 |
| closed_issues | 4,934 |
| prs_merged_7d | 26 |
| prs_decided_7d | 32 |
| prs_merged_30d | 26 |
| prs_decided_30d | 32 |
| issue_closed_ratio | 0.918 |
| closed_unmerged_prs | 2,398 |
| first_time_authors_30d | 1 |
| first_time_prs_merged_30d | 1 |
| first_time_prs_decided_30d | 1 |
Ownership & stewardship
100Exceptional
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain — verified-domain status not read for this organization |
| 25/25 | Owner reach — 6,710 followers of googleapis |
| 25/25 | Track record — 900 public repos, account ~10 yr old |
Inputs used
| followers | 6,710 |
| owner_type | Organization |
| is_verified | — |
| owner_login | googleapis |
| public_repos | 900 |
| account_age_days | 3,858 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Exceptional
How it's scored
| 25/25 | Published & resolvable — 8 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 189 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | bigframes, db-dtypes, bigquery-magics, gapic-generator, google-apps-card, google-ads-admanager, django-google-spanner, gcp-sphinx-docfx-yaml |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
86
Engineering practices
100Exceptional
How it's scored
| 24/24 | CI workflows — 16 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .flake8, .pylintrc, biome.json, tox.ini |
| 9.6/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
65Good
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://docs.cloud.google.com/python/docs/reference |
| 10/10 | Repository description |
| 10/10 | Topics — 1 topics |
| 0/10 | Wiki |
Inputs used
| topics | python |
| has_wiki | no |
| homepage | https://docs.cloud.google.com/python/docs/reference |
| docs_site | https://docs.cloud.google.com/python/docs/reference |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
52
Security posture
40Weak
How it's scored
| 30/30 | Security policy (SECURITY.md) |
| 0/25 | Dependabot config |
| 0/25 | Dependency lockfiles — no dependency manifests — not applicable |
| 0/20 | CodeQL workflow |
Inputs used
| source | file_signals |
| lockfiles | package-lock.json |
| manifests | — |
| has_codeql_workflow | no |
| has_security_policy | yes |
| has_dependabot_config | no |
Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.
Dependency advisories
100Exceptional
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 0/25 | Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 28 |
| affected_packages | 14 |
| assessed_packages | 1,107 |
| unassessed_packages | 141 |
| affected_by_severity | high 8, moderate 4, low 2 |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 1107 resolved dependencies against OSV. 141 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.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
92
Agent context & guidance
85Excellent
How it's scored
| 45/45 | Agent instructions — GEMINI.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 87 of 87 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| llms_txt_url | — |
| legible_history_share | 1 |
| agent_instruction_files | GEMINI.md |
| agent_instruction_max_bytes | 2,278 |
Verify loop (build / test / typecheck)
100Exceptional
How it's scored
| 18/18 | One-command bootstrap — packages/bigframes/docs/Makefile, packages/bigframes/noxfile.py, packages/bigframes/samples/polars/noxfile.py, packages/bigquery-magics/noxfile.py, packages/db-dtypes/noxfile.py, packages/django-google-spanner/noxfile.py, packages/gapic-generator/docs/Makefile, packages/gapic-generator/noxfile.py, packages/gapic-generator/tests/integration/goldens/asset/noxfile.py, packages/gapic-generator/tests/integration/goldens/credentials/noxfile.py, packages/gapic-generator/tests/integration/goldens/eventarc/noxfile.py, packages/gapic-generator/tests/integration/goldens/logging/noxfile.py, packages/gapic-generator/tests/integration/goldens/logging_internal/noxfile.py, packages/gapic-generator/tests/integration/goldens/redis/noxfile.py, packages/gapic-generator/tests/integration/goldens/redis_selective/noxfile.py, packages/gapic-generator/tests/integration/goldens/storagebatchoperations/noxfile.py, packages/gcp-sphinx-docfx-yaml/docs/Makefile, packages/gcp-sphinx-docfx-yaml/noxfile.py, packages/gcp-sphinx-docfx-yaml/tests/testdata/non-cloud/docs/Makefile, packages/google-ads-admanager/noxfile.py, packages/google-ads-datamanager/noxfile.py, packages/google-ads-marketingplatform-admin/noxfile.py, packages/google-ai-generativelanguage/noxfile.py, packages/google-analytics-admin/noxfile.py, packages/google-analytics-data/noxfile.py, packages/google-api-core/noxfile.py, packages/google-apps-card/noxfile.py, packages/google-apps-chat/noxfile.py, packages/google-apps-events-subscriptions/noxfile.py, packages/google-apps-meet/noxfile.py, packages/google-apps-script-type/noxfile.py, packages/google-area120-tables/noxfile.py, packages/google-auth-httplib2/noxfile.py, packages/google-auth-oauthlib/noxfile.py, packages/google-auth/noxfile.py, packages/google-auth/system_tests/noxfile.py, packages/google-backstory/noxfile.py, packages/google-cloud-access-approval/noxfile.py, packages/google-cloud-access-context-manager/noxfile.py, packages/google-cloud-advisorynotifications/noxfile.py, packages/google-cloud-agentidentity/noxfile.py, packages/google-cloud-agentidentitycredentials/noxfile.py, packages/google-cloud-agentregistry/noxfile.py, packages/google-cloud-alloydb-connectors/noxfile.py, packages/google-cloud-alloydb/noxfile.py, packages/google-cloud-api-gateway/noxfile.py, packages/google-cloud-api-keys/noxfile.py, packages/google-cloud-apigee-connect/noxfile.py, packages/google-cloud-apihub/noxfile.py, packages/google-cloud-apiregistry/noxfile.py, packages/google-cloud-appengine-admin/noxfile.py, packages/google-cloud-appengine-logging/noxfile.py, packages/google-cloud-apphub/noxfile.py, packages/google-cloud-appoptimize/noxfile.py, packages/google-cloud-artifact-registry/noxfile.py, packages/google-cloud-asset/noxfile.py, packages/google-cloud-assured-workloads/noxfile.py, packages/google-cloud-audit-log/noxfile.py, packages/google-cloud-auditmanager/noxfile.py, packages/google-cloud-automl/noxfile.py, packages/google-cloud-backupdr/noxfile.py, packages/google-cloud-bare-metal-solution/noxfile.py, packages/google-cloud-batch/noxfile.py, packages/google-cloud-beyondcorp-appconnections/noxfile.py, packages/google-cloud-beyondcorp-appconnectors/noxfile.py, packages/google-cloud-beyondcorp-appgateways/noxfile.py, packages/google-cloud-beyondcorp-clientconnectorservices/noxfile.py, packages/google-cloud-beyondcorp-clientgateways/noxfile.py, packages/google-cloud-biglake-hive/noxfile.py, packages/google-cloud-biglake/noxfile.py, packages/google-cloud-bigquery-analyticshub/noxfile.py, packages/google-cloud-bigquery-biglake/noxfile.py, packages/google-cloud-bigquery-connection/noxfile.py, packages/google-cloud-bigquery-data-exchange/noxfile.py, packages/google-cloud-bigquery-datapolicies/noxfile.py, packages/google-cloud-bigquery-datatransfer/noxfile.py, packages/google-cloud-bigquery-logging/noxfile.py, packages/google-cloud-bigquery-migration/noxfile.py, packages/google-cloud-bigquery-reservation/noxfile.py, packages/google-cloud-bigquery-storage/noxfile.py, packages/google-cloud-bigquery-storage/samples/pyarrow/noxfile.py, packages/google-cloud-bigquery-storage/samples/quickstart/noxfile.py, packages/google-cloud-bigquery-storage/samples/snippets/noxfile.py, packages/google-cloud-bigquery-storage/samples/to_dataframe/noxfile.py, packages/google-cloud-bigquery/noxfile.py, packages/google-cloud-bigtable/noxfile.py, packages/google-cloud-bigtable/samples/data_client_async/snippets/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/beam/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/hello/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/hello_happybase/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/instanceadmin/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/metricscaler/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/quickstart/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/quickstart_happybase/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/snippets/deletes/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/snippets/filters/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/snippets/reads/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/snippets/writes/noxfile.py, packages/google-cloud-bigtable/samples/legacy_client/tableadmin/noxfile.py, packages/google-cloud-billing-budgets/noxfile.py, packages/google-cloud-billing/noxfile.py, packages/google-cloud-binary-authorization/noxfile.py, packages/google-cloud-build/noxfile.py, packages/google-cloud-capacityplanner/noxfile.py, packages/google-cloud-certificate-manager/noxfile.py, packages/google-cloud-ces/noxfile.py, packages/google-cloud-channel/noxfile.py, packages/google-cloud-chronicle/noxfile.py, packages/google-cloud-cloudcontrolspartner/noxfile.py, packages/google-cloud-cloudsecuritycompliance/noxfile.py, packages/google-cloud-commerce-consumer-procurement/noxfile.py, packages/google-cloud-commerceproducer/noxfile.py, packages/google-cloud-common/noxfile.py, packages/google-cloud-compute-v1beta/noxfile.py, packages/google-cloud-compute/noxfile.py, packages/google-cloud-confidentialcomputing/noxfile.py, packages/google-cloud-config/noxfile.py, packages/google-cloud-configdelivery/noxfile.py, packages/google-cloud-contact-center-insights/noxfile.py, packages/google-cloud-container/noxfile.py, packages/google-cloud-containeranalysis/noxfile.py, packages/google-cloud-contentwarehouse/noxfile.py, packages/google-cloud-core/noxfile.py, packages/google-cloud-data-fusion/noxfile.py, packages/google-cloud-data-qna/noxfile.py, packages/google-cloud-databasecenter/noxfile.py, packages/google-cloud-datacatalog-lineage-configmanagement/noxfile.py, packages/google-cloud-datacatalog-lineage/noxfile.py, packages/google-cloud-datacatalog/noxfile.py, packages/google-cloud-dataflow-client/noxfile.py, packages/google-cloud-dataform/noxfile.py, packages/google-cloud-datalabeling/noxfile.py, packages/google-cloud-dataplex/noxfile.py, packages/google-cloud-dataproc-metastore/noxfile.py, packages/google-cloud-dataproc/noxfile.py, packages/google-cloud-datastore/noxfile.py, packages/google-cloud-datastream/noxfile.py, packages/google-cloud-deploy/noxfile.py, packages/google-cloud-developerconnect/noxfile.py, packages/google-cloud-devicestreaming/noxfile.py, packages/google-cloud-dialogflow-cx/noxfile.py, packages/google-cloud-dialogflow/noxfile.py, packages/google-cloud-discoveryengine/noxfile.py, packages/google-cloud-dlp/noxfile.py, packages/google-cloud-dms/noxfile.py, packages/google-cloud-dns/noxfile.py, packages/google-cloud-documentai-toolbox/noxfile.py, packages/google-cloud-documentai/noxfile.py, packages/google-cloud-domains/noxfile.py, packages/google-cloud-edgecontainer/noxfile.py, packages/google-cloud-edgenetwork/noxfile.py, packages/google-cloud-enterpriseknowledgegraph/noxfile.py, packages/google-cloud-error-reporting/noxfile.py, packages/google-cloud-essential-contacts/noxfile.py, packages/google-cloud-eventarc-publishing/noxfile.py, packages/google-cloud-eventarc/noxfile.py, packages/google-cloud-filestore/noxfile.py, packages/google-cloud-financialservices/noxfile.py, packages/google-cloud-firestore/noxfile.py, packages/google-cloud-functions/noxfile.py, packages/google-cloud-gdchardwaremanagement/noxfile.py, packages/google-cloud-geminidataanalytics/noxfile.py, packages/google-cloud-gke-backup/noxfile.py, packages/google-cloud-gke-connect-gateway/noxfile.py, packages/google-cloud-gke-hub/noxfile.py, packages/google-cloud-gke-multicloud/noxfile.py, packages/google-cloud-gkerecommender/noxfile.py, packages/google-cloud-gsuiteaddons/noxfile.py, packages/google-cloud-hypercomputecluster/noxfile.py, packages/google-cloud-iam-logging/noxfile.py, packages/google-cloud-iam/noxfile.py, packages/google-cloud-iamconnectorcredentials/noxfile.py, packages/google-cloud-iap/noxfile.py, packages/google-cloud-ids/noxfile.py, packages/google-cloud-kms-inventory/noxfile.py, packages/google-cloud-kms/noxfile.py, packages/google-cloud-language/noxfile.py, packages/google-cloud-licensemanager/noxfile.py, packages/google-cloud-life-sciences/noxfile.py, packages/google-cloud-locationfinder/noxfile.py, packages/google-cloud-logging/noxfile.py, packages/google-cloud-lustre/noxfile.py, packages/google-cloud-maintenance-api/noxfile.py, packages/google-cloud-managed-identities/noxfile.py, packages/google-cloud-managedkafka-schemaregistry/noxfile.py, packages/google-cloud-managedkafka/noxfile.py, packages/google-cloud-media-translation/noxfile.py, packages/google-cloud-memcache/noxfile.py, packages/google-cloud-memorystore/noxfile.py, packages/google-cloud-migrationcenter/noxfile.py, packages/google-cloud-modelarmor/noxfile.py, packages/google-cloud-monitoring-dashboards/noxfile.py, packages/google-cloud-monitoring-metrics-scopes/noxfile.py, packages/google-cloud-monitoring/noxfile.py, packages/google-cloud-ndb/docs/Makefile, packages/google-cloud-ndb/noxfile.py, packages/google-cloud-netapp/noxfile.py, packages/google-cloud-network-connectivity/noxfile.py, packages/google-cloud-network-management/noxfile.py, packages/google-cloud-network-security/noxfile.py, packages/google-cloud-network-services/noxfile.py, packages/google-cloud-notebooks/noxfile.py, packages/google-cloud-optimization/noxfile.py, packages/google-cloud-oracledatabase/noxfile.py, packages/google-cloud-orchestration-airflow/noxfile.py, packages/google-cloud-org-policy/noxfile.py, packages/google-cloud-os-config/noxfile.py, packages/google-cloud-os-login/noxfile.py, packages/google-cloud-parallelstore/noxfile.py, packages/google-cloud-parametermanager/noxfile.py, packages/google-cloud-phishing-protection/noxfile.py, packages/google-cloud-policy-troubleshooter/noxfile.py, packages/google-cloud-policysimulator/noxfile.py, packages/google-cloud-policytroubleshooter-iam/noxfile.py, packages/google-cloud-private-ca/noxfile.py, packages/google-cloud-private-catalog/noxfile.py, packages/google-cloud-privilegedaccessmanager/noxfile.py, packages/google-cloud-productregistry/noxfile.py, packages/google-cloud-pubsub/noxfile.py |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .flake8, .pylintrc, biome.json, tox.ini |
| 11/11 | Static type checking — mypy.ini, packages/bigframes/bigframes/display/table_widget_angular/tsconfig.json, packages/bigframes/bigframes/py.typed, packages/bigframes/mypy.ini, packages/bigframes/third_party/bigframes_vendored/py.typed, packages/bigframes/third_party/bigframes_vendored/sqlglot/py.typed, packages/gapic-generator/tests/integration/goldens/asset/google/cloud/asset/py.typed, packages/gapic-generator/tests/integration/goldens/asset/google/cloud/asset_v1/py.typed, packages/gapic-generator/tests/integration/goldens/credentials/google/iam/credentials/py.typed, packages/gapic-generator/tests/integration/goldens/credentials/google/iam/credentials_v1/py.typed, packages/gapic-generator/tests/integration/goldens/eventarc/google/cloud/eventarc_v1/py.typed, packages/gapic-generator/tests/integration/goldens/logging/google/cloud/logging/py.typed, packages/gapic-generator/tests/integration/goldens/logging/google/cloud/logging_v2/py.typed, 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| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 10/10 | Demonstrated agent practice — 11 of the last 100 commits agent-authored or agent-credited |
| 8/8 | Automated maintenance — 8 of the last 100 commits are automated dependency updates |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | package-lock.json |
| has_dockerfile | yes |
| typed_language | no |
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| agent_commit_share | 0.11 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.08 |
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (mypy.ini, packages/bigframes/bigframes/display/table_widget_angular/tsconfig.json, packages/bigframes/bigframes/py.typed, packages/bigframes/mypy.ini, packages/bigframes/third_party/bigframes_vendored/py.typed, packages/bigframes/third_party/bigframes_vendored/sqlglot/py.typed, packages/gapic-generator/tests/integration/goldens/asset/google/cloud/asset/py.typed, packages/gapic-generator/tests/integration/goldens/asset/google/cloud/asset_v1/py.typed, packages/gapic-generator/tests/integration/goldens/credentials/google/iam/credentials/py.typed, packages/gapic-generator/tests/integration/goldens/credentials/google/iam/credentials_v1/py.typed, packages/gapic-generator/tests/integration/goldens/eventarc/google/cloud/eventarc_v1/py.typed, packages/gapic-generator/tests/integration/goldens/logging/google/cloud/logging/py.typed, packages/gapic-generator/tests/integration/goldens/logging/google/cloud/logging_v2/py.typed, 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| 49.9/55 | Manageable file sizes — 2,761/30,002 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 6,155,888 |
| source_files_sampled | 30,002 |
| oversized_source_files | 2,761 |
Machine-readable interfaces
100Exceptional
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — packages/gapic-generator/gapic/configurable_snippetgen/snippet_config_language.proto, packages/gapic-generator/gapic/samplegen_utils/snippet_metadata.proto, packages/gapic-generator/tests/fragments/google/api/annotations.proto, packages/gapic-generator/tests/fragments/google/api/client.proto, packages/gapic-generator/tests/fragments/google/api/field_behavior.proto, packages/gapic-generator/tests/fragments/google/api/http.proto, packages/gapic-generator/tests/fragments/google/api/httpbody.proto, packages/gapic-generator/tests/fragments/google/api/routing.proto, packages/gapic-generator/tests/fragments/google/cloud/extended_operations.proto, packages/gapic-generator/tests/fragments/google/cloud/location/locations.proto, packages/gapic-generator/tests/fragments/google/longrunning/operations.proto, packages/gapic-generator/tests/fragments/google/protobuf/any.proto, packages/gapic-generator/tests/fragments/google/protobuf/descriptor.proto, packages/gapic-generator/tests/fragments/google/protobuf/struct.proto, packages/gapic-generator/tests/fragments/google/rpc/status.proto, packages/gapic-generator/tests/fragments/google/type/dayofweek.proto, packages/gapic-generator/tests/fragments/import.proto, packages/gapic-generator/tests/fragments/test_api_version.proto, packages/gapic-generator/tests/fragments/test_compute_operation.proto, packages/gapic-generator/tests/fragments/test_dynamic_routing.proto, packages/gapic-generator/tests/fragments/test_enum_indexed_types.proto, packages/gapic-generator/tests/fragments/test_enum_indexed_types_nonlocal.proto, packages/gapic-generator/tests/fragments/test_extended_operation_forwardcompat_lro.proto, packages/gapic-generator/tests/fragments/test_flattened_value.proto, packages/gapic-generator/tests/fragments/test_google_protobuf_type.proto, packages/gapic-generator/tests/fragments/test_keyword_import.proto, packages/gapic-generator/tests/fragments/test_multiple_required_fields.proto, packages/gapic-generator/tests/fragments/test_nested_messages.proto, packages/gapic-generator/tests/fragments/test_non_primitive_body.proto, packages/gapic-generator/tests/fragments/test_oneof_imported_response.proto, packages/gapic-generator/tests/fragments/test_optional_signature.proto, packages/gapic-generator/tests/fragments/test_pagination_max_results_and_wrapper.proto, packages/gapic-generator/tests/fragments/test_protobuf_type.proto, packages/gapic-generator/tests/fragments/test_recursive_messages.proto, packages/gapic-generator/tests/fragments/test_repeated_double.proto, packages/gapic-generator/tests/fragments/test_required_non_string.proto, packages/gapic-generator/tests/fragments/test_reserved_field_name.proto, packages/gapic-generator/tests/fragments/test_reserved_method_names.proto, packages/gapic-generator/tests/fragments/test_rest_streaming.proto, packages/gapic-generator/tests/snippetgen/snippets.proto, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-combo/google/cloud/pubsub_v1/proto/pubsub.proto, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-combo/google/cloud/pubsub_v1/proto/schema.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/type/device_resources.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/access_context_manager.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/access_level.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/access_policy.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/gcp_user_access_binding.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/service_perimeter.proto, packages/google-cloud-audit-log/google/cloud/audit/audit_log.proto, packages/google-cloud-audit-log/google/cloud/audit/bigquery_audit_metadata.proto, packages/google-cloud-bigquery-storage/samples/snippets/customer_record.proto, packages/google-cloud-bigquery-storage/samples/snippets/sample_data.proto, packages/google-cloud-bigquery-storage/tests/system/resources/person.proto, packages/google-cloud-bigtable/samples/testdata/singer.proto, packages/google-cloud-bigtable/tests/unit/data/execute_query/resources/singer.proto, packages/google-cloud-datastore/google/cloud/datastore/_app_engine_key.proto, packages/google-cloud-org-policy/google/cloud/orgpolicy/v1/orgpolicy.proto, packages/google-cloud-pubsub/google/cloud/pubsub_v1/proto/pubsub.proto, packages/google-cloud-pubsub/google/cloud/pubsub_v1/proto/schema.proto |
| 20/20 | MCP server |
| 40/40 | Runnable examples — example, examples, notebooks, samples |
Inputs used
| example_dirs | example, examples, notebooks, samples |
| has_mcp_signal | yes |
| api_schema_files | packages/gapic-generator/gapic/configurable_snippetgen/snippet_config_language.proto, packages/gapic-generator/gapic/samplegen_utils/snippet_metadata.proto, packages/gapic-generator/tests/fragments/google/api/annotations.proto, packages/gapic-generator/tests/fragments/google/api/client.proto, packages/gapic-generator/tests/fragments/google/api/field_behavior.proto, packages/gapic-generator/tests/fragments/google/api/http.proto, packages/gapic-generator/tests/fragments/google/api/httpbody.proto, packages/gapic-generator/tests/fragments/google/api/routing.proto, packages/gapic-generator/tests/fragments/google/cloud/extended_operations.proto, packages/gapic-generator/tests/fragments/google/cloud/location/locations.proto, packages/gapic-generator/tests/fragments/google/longrunning/operations.proto, packages/gapic-generator/tests/fragments/google/protobuf/any.proto, packages/gapic-generator/tests/fragments/google/protobuf/descriptor.proto, packages/gapic-generator/tests/fragments/google/protobuf/struct.proto, packages/gapic-generator/tests/fragments/google/rpc/status.proto, packages/gapic-generator/tests/fragments/google/type/dayofweek.proto, packages/gapic-generator/tests/fragments/import.proto, packages/gapic-generator/tests/fragments/test_api_version.proto, packages/gapic-generator/tests/fragments/test_compute_operation.proto, packages/gapic-generator/tests/fragments/test_dynamic_routing.proto, packages/gapic-generator/tests/fragments/test_enum_indexed_types.proto, packages/gapic-generator/tests/fragments/test_enum_indexed_types_nonlocal.proto, packages/gapic-generator/tests/fragments/test_extended_operation_forwardcompat_lro.proto, packages/gapic-generator/tests/fragments/test_flattened_value.proto, packages/gapic-generator/tests/fragments/test_google_protobuf_type.proto, packages/gapic-generator/tests/fragments/test_keyword_import.proto, packages/gapic-generator/tests/fragments/test_multiple_required_fields.proto, packages/gapic-generator/tests/fragments/test_nested_messages.proto, packages/gapic-generator/tests/fragments/test_non_primitive_body.proto, packages/gapic-generator/tests/fragments/test_oneof_imported_response.proto, packages/gapic-generator/tests/fragments/test_optional_signature.proto, packages/gapic-generator/tests/fragments/test_pagination_max_results_and_wrapper.proto, packages/gapic-generator/tests/fragments/test_protobuf_type.proto, packages/gapic-generator/tests/fragments/test_recursive_messages.proto, packages/gapic-generator/tests/fragments/test_repeated_double.proto, packages/gapic-generator/tests/fragments/test_required_non_string.proto, packages/gapic-generator/tests/fragments/test_reserved_field_name.proto, packages/gapic-generator/tests/fragments/test_reserved_method_names.proto, packages/gapic-generator/tests/fragments/test_rest_streaming.proto, packages/gapic-generator/tests/snippetgen/snippets.proto, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-combo/google/cloud/pubsub_v1/proto/pubsub.proto, packages/gcp-sphinx-docfx-yaml/tests/testdata/gapic-combo/google/cloud/pubsub_v1/proto/schema.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/type/device_resources.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/access_context_manager.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/access_level.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/access_policy.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/gcp_user_access_binding.proto, packages/google-cloud-access-context-manager/google/identity/accesscontextmanager/v1/service_perimeter.proto, packages/google-cloud-audit-log/google/cloud/audit/audit_log.proto, packages/google-cloud-audit-log/google/cloud/audit/bigquery_audit_metadata.proto, packages/google-cloud-bigquery-storage/samples/snippets/customer_record.proto, packages/google-cloud-bigquery-storage/samples/snippets/sample_data.proto, packages/google-cloud-bigquery-storage/tests/system/resources/person.proto, packages/google-cloud-bigtable/samples/testdata/singer.proto, packages/google-cloud-bigtable/tests/unit/data/execute_query/resources/singer.proto, packages/google-cloud-datastore/google/cloud/datastore/_app_engine_key.proto, packages/google-cloud-org-policy/google/cloud/orgpolicy/v1/orgpolicy.proto, packages/google-cloud-pubsub/google/cloud/pubsub_v1/proto/pubsub.proto, packages/google-cloud-pubsub/google/cloud/pubsub_v1/proto/schema.proto |
| interfaces_expected_of | — |
Key facts
5,370GitHub stars
95contributors
3,747commits, last 12 months
0days since last push
100releases
5bus factor
439open issues
—package ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- File tree truncated by GitHub API; file-based signals may be incomplete
- deps.dev does not index pypi:bigframes@2.48.0; advisories assessed against the repository dependency graph instead
- OpenSSF Scorecard timed out after 240s; skipping Scorecard checks
More detail
Star and fork history 0 ★ / 1,751 ⇿
0Stars
1,751Forks
99Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.
Major 0Minor 0Patch 0
Each point covers 7 days.
Direct dependencies 5
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | googleapis-common-protos | >= 1.69.2, < 2.0.0 | packages/google-api-core/pyproject.toml |
| PyPI | protobuf | >= 6.33.5, < 8.0.0 | packages/google-api-core/pyproject.toml |
| PyPI | proto-plus | >= 1.26.1, < 2.0.0 | packages/google-api-core/pyproject.toml |
| PyPI | google-auth | >= 2.14.1, < 3.0.0 | packages/google-api-core/pyproject.toml |
| PyPI | requests | >= 2.33.0, < 3.0.0 | packages/google-api-core/pyproject.toml |
All dependencies 1,248
Full resolved dependency set from the GitHub dependency graph: 14 direct and 1,234 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | google-auth | — | direct |
| PyPI | google-auth | 2.52.0 | direct |
| PyPI | google-auth | 2.56.2 | direct |
| PyPI | googleapis-common-protos | — | direct |
| PyPI | googleapis-common-protos | 1.75.0 | direct |
| PyPI | proto-plus | — | direct |
| PyPI | proto-plus | 1.28.0 | direct |
| PyPI | proto-plus | 1.28.2 | direct |
| PyPI | protobuf | — | direct |
| PyPI | protobuf | 7.34.1 | direct |
| PyPI | protobuf | 7.35.1 | direct |
| PyPI | requests | — | direct |
| PyPI | requests | 2.33.1 | direct |
| PyPI | requests | 2.34.2 | direct |
| npm | @acemir/cssom | 0.9.31 | indirect |
| npm | @adobe/css-tools | 4.4.4 | indirect |
| npm | @algolia/abtesting | 1.14.1 | indirect |
| npm | @algolia/client-abtesting | 5.48.1 | indirect |
| npm | @algolia/client-analytics | 5.48.1 | indirect |
| npm | @algolia/client-common | 5.48.1 | indirect |
| npm | @algolia/client-insights | 5.48.1 | indirect |
| npm | @algolia/client-personalization | 5.48.1 | indirect |
| npm | @algolia/client-query-suggestions | 5.48.1 | indirect |
| npm | @algolia/client-search | 5.48.1 | indirect |
| npm | @algolia/ingestion | 1.48.1 | indirect |
| npm | @algolia/monitoring | 1.48.1 | indirect |
| npm | @algolia/recommend | 5.48.1 | indirect |
| npm | @algolia/requester-browser-xhr | 5.48.1 | indirect |
| npm | @algolia/requester-fetch | 5.48.1 | indirect |
| npm | @algolia/requester-node-http | 5.48.1 | indirect |
| npm | @ampproject/remapping | 2.3.0 | indirect |
| npm | @angular-devkit/architect | 0.2102.16 | indirect |
| npm | @angular-devkit/architect | 0.2201.2 | indirect |
| npm | @angular-devkit/core | 21.2.16 | indirect |
| npm | @angular-devkit/core | 22.1.2 | indirect |
| npm | @angular-devkit/schematics | 21.2.16 | indirect |
| npm | @angular/build | 22.1.2 | indirect |
| npm | @angular/cli | 21.2.16 | indirect |
| npm | @angular/common | 22.1.0 | indirect |
| npm | @angular/compiler | 22.1.0 | indirect |
| npm | @angular/compiler-cli | 22.1.0 | indirect |
| npm | @angular/core | 22.1.0 | indirect |
| npm | @angular/forms | 22.1.0 | indirect |
| npm | @angular/platform-browser | 22.1.0 | indirect |
| npm | @angular/router | 22.1.0 | indirect |
| npm | @asamuzakjp/css-color | 3.2.0 | indirect |
| npm | @asamuzakjp/css-color | 5.1.11 | indirect |
| npm | @asamuzakjp/dom-selector | 6.8.1 | indirect |
| npm | @asamuzakjp/dom-selector | 7.1.1 | indirect |
| npm | @asamuzakjp/generational-cache | 1.0.1 | indirect |
| npm | @asamuzakjp/nwsapi | 2.3.9 | indirect |
| npm | @babel/code-frame | 7.29.0 | indirect |
| npm | @babel/code-frame | 8.0.0 | indirect |
| npm | @babel/compat-data | 7.29.3 | indirect |
| npm | @babel/compat-data | 8.0.0 | indirect |
| npm | @babel/core | 7.28.5 | indirect |
| npm | @babel/core | 8.0.1 | indirect |
| npm | @babel/generator | 7.29.1 | indirect |
| npm | @babel/generator | 8.0.0 | indirect |
| npm | @babel/helper-annotate-as-pure | 7.27.3 | indirect |
| npm | @babel/helper-annotate-as-pure | 8.0.0 | indirect |
| npm | @babel/helper-compilation-targets | 7.28.6 | indirect |
| npm | @babel/helper-compilation-targets | 8.0.0 | indirect |
| npm | @babel/helper-create-class-features-plugin | 7.28.6 | indirect |
| npm | @babel/helper-create-regexp-features-plugin | 7.28.5 | indirect |
| npm | @babel/helper-define-polyfill-provider | 0.6.8 | indirect |
| npm | @babel/helper-globals | 7.28.0 | indirect |
| npm | @babel/helper-globals | 8.0.0 | indirect |
| npm | @babel/helper-member-expression-to-functions | 7.28.5 | indirect |
| npm | @babel/helper-module-imports | 7.28.6 | indirect |
| npm | @babel/helper-module-transforms | 7.28.6 | indirect |
| npm | @babel/helper-optimise-call-expression | 7.27.1 | indirect |
| npm | @babel/helper-plugin-utils | 7.28.6 | indirect |
| npm | @babel/helper-remap-async-to-generator | 7.27.1 | indirect |
| npm | @babel/helper-replace-supers | 7.28.6 | indirect |
| npm | @babel/helper-skip-transparent-expression-wrappers | 7.27.1 | indirect |
| npm | @babel/helper-split-export-declaration | 7.24.7 | indirect |
| npm | @babel/helper-string-parser | 7.27.1 | indirect |
| npm | @babel/helper-string-parser | 8.0.0 | indirect |
| npm | @babel/helper-validator-identifier | 7.28.5 | indirect |
| npm | @babel/helper-validator-identifier | 8.0.4 | indirect |
| npm | @babel/helper-validator-option | 7.27.1 | indirect |
| npm | @babel/helper-validator-option | 8.0.0 | indirect |
| npm | @babel/helper-wrap-function | 7.28.3 | indirect |
| npm | @babel/helpers | 7.28.4 | indirect |
| npm | @babel/helpers | 8.0.0 | indirect |
| npm | @babel/parser | 7.29.2 | indirect |
| npm | @babel/parser | 8.0.4 | indirect |
| npm | @babel/plugin-bugfix-firefox-class-in-computed-class-key | 7.28.5 | indirect |
| npm | @babel/plugin-bugfix-safari-class-field-initializer-scope | 7.27.1 | indirect |
| npm | @babel/plugin-bugfix-safari-id-destructuring-collision-in-function-expression | 7.27.1 | indirect |
| npm | @babel/plugin-bugfix-safari-rest-destructuring-rhs-array | 7.29.3 | indirect |
| npm | @babel/plugin-bugfix-v8-spread-parameters-in-optional-chaining | 7.27.1 | indirect |
| npm | @babel/plugin-bugfix-v8-static-class-fields-redefine-readonly | 7.28.6 | indirect |
| npm | @babel/plugin-proposal-private-property-in-object | 7.21.0-placeholder-for-preset-env.2 | indirect |
| npm | @babel/plugin-syntax-async-generators | 7.8.4 | indirect |
| npm | @babel/plugin-syntax-bigint | 7.8.3 | indirect |
| npm | @babel/plugin-syntax-class-properties | 7.12.13 | indirect |
| npm | @babel/plugin-syntax-class-static-block | 7.14.5 | indirect |
| npm | @babel/plugin-syntax-import-assertions | 7.28.6 | indirect |
| npm | @babel/plugin-syntax-import-attributes | 7.28.6 | indirect |
| npm | @babel/plugin-syntax-import-meta | 7.10.4 | indirect |
| npm | @babel/plugin-syntax-json-strings | 7.8.3 | indirect |
| npm | @babel/plugin-syntax-jsx | 7.28.6 | indirect |
| npm | @babel/plugin-syntax-logical-assignment-operators | 7.10.4 | indirect |
| npm | @babel/plugin-syntax-nullish-coalescing-operator | 7.8.3 | indirect |
| npm | @babel/plugin-syntax-numeric-separator | 7.10.4 | indirect |
| npm | @babel/plugin-syntax-object-rest-spread | 7.8.3 | indirect |
| npm | @babel/plugin-syntax-optional-catch-binding | 7.8.3 | indirect |
| npm | @babel/plugin-syntax-optional-chaining | 7.8.3 | indirect |
| npm | @babel/plugin-syntax-private-property-in-object | 7.14.5 | indirect |
| npm | @babel/plugin-syntax-top-level-await | 7.14.5 | indirect |
| npm | @babel/plugin-syntax-typescript | 7.28.6 | indirect |
| npm | @babel/plugin-syntax-unicode-sets-regex | 7.18.6 | indirect |
| npm | @babel/plugin-transform-arrow-functions | 7.27.1 | indirect |
| npm | @babel/plugin-transform-async-generator-functions | 7.29.0 | indirect |
| npm | @babel/plugin-transform-async-to-generator | 7.28.6 | indirect |
| npm | @babel/plugin-transform-block-scoped-functions | 7.27.1 | indirect |
| npm | @babel/plugin-transform-block-scoping | 7.28.6 | indirect |
| npm | @babel/plugin-transform-class-properties | 7.28.6 | indirect |
| npm | @babel/plugin-transform-class-static-block | 7.28.6 | indirect |
| npm | @babel/plugin-transform-classes | 7.28.6 | indirect |
| npm | @babel/plugin-transform-computed-properties | 7.28.6 | indirect |
| npm | @babel/plugin-transform-destructuring | 7.28.5 | indirect |
| npm | @babel/plugin-transform-dotall-regex | 7.28.6 | indirect |
| npm | @babel/plugin-transform-duplicate-keys | 7.27.1 | indirect |
| npm | @babel/plugin-transform-duplicate-named-capturing-groups-regex | 7.29.0 | indirect |
| npm | @babel/plugin-transform-dynamic-import | 7.27.1 | indirect |
| npm | @babel/plugin-transform-explicit-resource-management | 7.28.6 | indirect |
| npm | @babel/plugin-transform-exponentiation-operator | 7.28.6 | indirect |
| npm | @babel/plugin-transform-export-namespace-from | 7.27.1 | indirect |
| npm | @babel/plugin-transform-for-of | 7.27.1 | indirect |
| npm | @babel/plugin-transform-function-name | 7.27.1 | indirect |
| npm | @babel/plugin-transform-json-strings | 7.28.6 | indirect |
| npm | @babel/plugin-transform-literals | 7.27.1 | indirect |
| npm | @babel/plugin-transform-logical-assignment-operators | 7.28.6 | indirect |
| npm | @babel/plugin-transform-member-expression-literals | 7.27.1 | indirect |
| npm | @babel/plugin-transform-modules-amd | 7.27.1 | indirect |
| npm | @babel/plugin-transform-modules-commonjs | 7.28.6 | indirect |
| npm | @babel/plugin-transform-modules-systemjs | 7.29.4 | indirect |
| npm | @babel/plugin-transform-modules-umd | 7.27.1 | indirect |
| npm | @babel/plugin-transform-named-capturing-groups-regex | 7.29.0 | indirect |
| npm | @babel/plugin-transform-new-target | 7.27.1 | indirect |
| npm | @babel/plugin-transform-nullish-coalescing-operator | 7.28.6 | indirect |
| npm | @babel/plugin-transform-numeric-separator | 7.28.6 | indirect |
| npm | @babel/plugin-transform-object-rest-spread | 7.28.6 | indirect |
| npm | @babel/plugin-transform-object-super | 7.27.1 | indirect |
| npm | @babel/plugin-transform-optional-catch-binding | 7.28.6 | indirect |
| npm | @babel/plugin-transform-optional-chaining | 7.28.6 | indirect |
| npm | @babel/plugin-transform-parameters | 7.27.7 | indirect |
| npm | @babel/plugin-transform-private-methods | 7.28.6 | indirect |
| npm | @babel/plugin-transform-private-property-in-object | 7.28.6 | indirect |
| npm | @babel/plugin-transform-property-literals | 7.27.1 | indirect |
| npm | @babel/plugin-transform-regenerator | 7.29.0 | indirect |
| npm | @babel/plugin-transform-regexp-modifiers | 7.28.6 | indirect |
| npm | @babel/plugin-transform-reserved-words | 7.27.1 | indirect |
| npm | @babel/plugin-transform-shorthand-properties | 7.27.1 | indirect |
| npm | @babel/plugin-transform-spread | 7.28.6 | indirect |
| npm | @babel/plugin-transform-sticky-regex | 7.27.1 | indirect |
| npm | @babel/plugin-transform-template-literals | 7.27.1 | indirect |
| npm | @babel/plugin-transform-typeof-symbol | 7.27.1 | indirect |
| npm | @babel/plugin-transform-unicode-escapes | 7.27.1 | indirect |
| npm | @babel/plugin-transform-unicode-property-regex | 7.28.6 | indirect |
| npm | @babel/plugin-transform-unicode-regex | 7.27.1 | indirect |
| npm | @babel/plugin-transform-unicode-sets-regex | 7.28.6 | indirect |
| npm | @babel/preset-env | 7.29.5 | indirect |
| npm | @babel/preset-modules | 0.1.6-no-external-plugins | indirect |
| npm | @babel/template | 7.28.6 | indirect |
| npm | @babel/template | 8.0.0 | indirect |
| npm | @babel/traverse | 7.29.0 | indirect |
| npm | @babel/traverse | 8.0.4 | indirect |
| npm | @babel/types | 7.29.0 | indirect |
| npm | @babel/types | 8.0.4 | indirect |
| npm | @bcoe/v8-coverage | 0.2.3 | indirect |
| npm | @bramus/specificity | 2.4.2 | indirect |
| npm | @csstools/color-helpers | 5.1.0 | indirect |
| npm | @csstools/color-helpers | 6.0.2 | indirect |
| npm | @csstools/css-calc | 2.1.4 | indirect |
| npm | @csstools/css-calc | 3.2.0 | indirect |
| npm | @csstools/css-color-parser | 3.1.0 | indirect |
| npm | @csstools/css-color-parser | 4.1.0 | indirect |
| npm | @csstools/css-parser-algorithms | 3.0.5 | indirect |
| npm | @csstools/css-parser-algorithms | 4.0.0 | indirect |
| npm | @csstools/css-syntax-patches-for-csstree | 1.1.3 | indirect |
| npm | @csstools/css-tokenizer | 3.0.4 | indirect |
| npm | @csstools/css-tokenizer | 4.0.0 | indirect |
| npm | @emnapi/core | 1.10.0 | indirect |
| npm | @emnapi/core | 1.11.1 | indirect |
| npm | @emnapi/core | 1.11.2 | indirect |
| npm | @emnapi/runtime | 1.10.0 | indirect |
| npm | @emnapi/runtime | 1.11.1 | indirect |
| npm | @emnapi/runtime | 1.11.2 | indirect |
| npm | @emnapi/wasi-threads | 1.2.1 | indirect |
| npm | @emnapi/wasi-threads | 1.2.2 | indirect |
| npm | @esbuild/aix-ppc64 | 0.28.1 | indirect |
| npm | @esbuild/android-arm | 0.28.1 | indirect |
| npm | @esbuild/android-arm64 | 0.28.1 | indirect |
| npm | @esbuild/android-x64 | 0.28.1 | indirect |
| npm | @esbuild/darwin-arm64 | 0.28.1 | indirect |
| npm | @esbuild/darwin-x64 | 0.28.1 | indirect |
| npm | @esbuild/freebsd-arm64 | 0.28.1 | indirect |
| npm | @esbuild/freebsd-x64 | 0.28.1 | indirect |
| npm | @esbuild/linux-arm | 0.28.1 | indirect |
| npm | @esbuild/linux-arm64 | 0.28.1 | indirect |
| npm | @esbuild/linux-ia32 | 0.28.1 | indirect |
| npm | @esbuild/linux-loong64 | 0.28.1 | indirect |
| npm | @esbuild/linux-mips64el | 0.28.1 | indirect |
| npm | @esbuild/linux-ppc64 | 0.28.1 | indirect |
| npm | @esbuild/linux-riscv64 | 0.28.1 | indirect |
| npm | @esbuild/linux-s390x | 0.28.1 | indirect |
| npm | @esbuild/linux-x64 | 0.28.1 | indirect |
| npm | @esbuild/netbsd-arm64 | 0.28.1 | indirect |
| npm | @esbuild/netbsd-x64 | 0.28.1 | indirect |
| npm | @esbuild/openbsd-arm64 | 0.28.1 | indirect |
| npm | @esbuild/openbsd-x64 | 0.28.1 | indirect |
| npm | @esbuild/openharmony-arm64 | 0.28.1 | indirect |
| npm | @esbuild/sunos-x64 | 0.28.1 | indirect |
| npm | @esbuild/win32-arm64 | 0.28.1 | indirect |
| npm | @esbuild/win32-ia32 | 0.28.1 | indirect |
| npm | @esbuild/win32-x64 | 0.28.1 | indirect |
| npm | @exodus/bytes | 1.15.0 | indirect |
| npm | @gar/promise-retry | 1.0.3 | indirect |
| npm | @harperfast/extended-iterable | 1.0.3 | indirect |
| npm | @hono/node-server | 1.19.14 | indirect |
| npm | @inquirer/ansi | 1.0.2 | indirect |
| npm | @inquirer/ansi | 2.0.7 | indirect |
| npm | @inquirer/checkbox | 4.3.2 | indirect |
| npm | @inquirer/confirm | 5.1.21 | indirect |
| npm | @inquirer/confirm | 6.1.1 | indirect |
| npm | @inquirer/core | 10.3.2 | indirect |
| npm | @inquirer/core | 11.2.1 | indirect |
| npm | @inquirer/editor | 4.2.23 | indirect |
| npm | @inquirer/expand | 4.0.23 | indirect |
| npm | @inquirer/external-editor | 1.0.3 | indirect |
| npm | @inquirer/figures | 1.0.15 | indirect |
| npm | @inquirer/figures | 2.0.7 | indirect |
| npm | @inquirer/input | 4.3.1 | indirect |
| npm | @inquirer/number | 3.0.23 | indirect |
| npm | @inquirer/password | 4.0.23 | indirect |
| npm | @inquirer/prompts | 7.10.1 | indirect |
| npm | @inquirer/rawlist | 4.1.11 | indirect |
| npm | @inquirer/search | 3.2.2 | indirect |
| npm | @inquirer/select | 4.4.2 | indirect |
| npm | @inquirer/type | 3.0.10 | indirect |
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| npm | @isaacs/cliui | 8.0.2 | indirect |
| npm | @isaacs/fs-minipass | 4.0.1 | indirect |
| npm | @istanbuljs/load-nyc-config | 1.1.0 | indirect |
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| npm | @jest/console | 30.4.1 | indirect |
| npm | @jest/core | 30.4.2 | indirect |
| npm | @jest/diff-sequences | 30.4.0 | indirect |
| npm | @jest/environment | 30.4.1 | indirect |
| npm | @jest/environment-jsdom-abstract | 30.4.1 | indirect |
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| npm | @jest/fake-timers | 30.4.1 | indirect |
| npm | @jest/get-type | 30.1.0 | indirect |
| npm | @jest/globals | 30.4.1 | indirect |
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| npm | @jest/schemas | 30.4.1 | indirect |
| npm | @jest/snapshot-utils | 30.4.1 | indirect |
| npm | @jest/source-map | 30.0.1 | indirect |
| npm | @jest/test-result | 30.4.1 | indirect |
| npm | @jest/test-sequencer | 30.4.1 | indirect |
| npm | @jest/transform | 30.4.1 | indirect |
| npm | @jest/types | 30.4.1 | indirect |
| npm | @jridgewell/gen-mapping | 0.3.13 | indirect |
| npm | @jridgewell/remapping | 2.3.5 | indirect |
| npm | @jridgewell/resolve-uri | 3.1.2 | indirect |
| npm | @jridgewell/sourcemap-codec | 1.5.5 | indirect |
| npm | @jridgewell/trace-mapping | 0.3.31 | indirect |
| npm | @listr2/prompt-adapter-inquirer | 3.0.5 | indirect |
| npm | @lmdb/lmdb-darwin-arm64 | 3.5.6 | indirect |
| npm | @lmdb/lmdb-darwin-x64 | 3.5.6 | indirect |
| npm | @lmdb/lmdb-linux-arm | 3.5.6 | indirect |
| npm | @lmdb/lmdb-linux-arm64 | 3.5.6 | indirect |
| npm | @lmdb/lmdb-linux-x64 | 3.5.6 | indirect |
| npm | @lmdb/lmdb-win32-arm64 | 3.5.6 | indirect |
| npm | @lmdb/lmdb-win32-x64 | 3.5.6 | indirect |
| npm | @modelcontextprotocol/sdk | 1.26.0 | indirect |
| npm | @msgpackr-extract/msgpackr-extract-darwin-arm64 | 3.0.4 | indirect |
| npm | @msgpackr-extract/msgpackr-extract-darwin-x64 | 3.0.4 | indirect |
| npm | @msgpackr-extract/msgpackr-extract-linux-arm | 3.0.4 | indirect |
| npm | @msgpackr-extract/msgpackr-extract-linux-arm64 | 3.0.4 | indirect |
| npm | @msgpackr-extract/msgpackr-extract-linux-x64 | 3.0.4 | indirect |
| npm | @msgpackr-extract/msgpackr-extract-win32-x64 | 3.0.4 | indirect |
| npm | @napi-rs/nice | 1.1.1 | indirect |
| npm | @napi-rs/nice-android-arm-eabi | 1.1.1 | indirect |
| npm | @napi-rs/nice-android-arm64 | 1.1.1 | indirect |
| npm | @napi-rs/nice-darwin-arm64 | 1.1.1 | indirect |
| npm | @napi-rs/nice-darwin-x64 | 1.1.1 | indirect |
| npm | @napi-rs/nice-freebsd-x64 | 1.1.1 | indirect |
| npm | @napi-rs/nice-linux-arm-gnueabihf | 1.1.1 | indirect |
| npm | @napi-rs/nice-linux-arm64-gnu | 1.1.1 | indirect |
| npm | @napi-rs/nice-linux-arm64-musl | 1.1.1 | indirect |
| npm | @napi-rs/nice-linux-ppc64-gnu | 1.1.1 | indirect |
| npm | @napi-rs/nice-linux-riscv64-gnu | 1.1.1 | indirect |
| npm | @napi-rs/nice-linux-s390x-gnu | 1.1.1 | indirect |
| npm | @napi-rs/nice-linux-x64-gnu | 1.1.1 | indirect |
| npm | @napi-rs/nice-linux-x64-musl | 1.1.1 | indirect |
| npm | @napi-rs/nice-openharmony-arm64 | 1.1.1 | indirect |
| npm | @napi-rs/nice-win32-arm64-msvc | 1.1.1 | indirect |
| npm | @napi-rs/nice-win32-ia32-msvc | 1.1.1 | indirect |
| npm | @napi-rs/nice-win32-x64-msvc | 1.1.1 | indirect |
| npm | @napi-rs/wasm-runtime | 0.2.12 | indirect |
| npm | @napi-rs/wasm-runtime | 1.2.2 | indirect |
| npm | @npmcli/agent | 4.0.2 | indirect |
| npm | @npmcli/fs | 5.0.0 | indirect |
| npm | @npmcli/git | 7.0.2 | indirect |
| npm | @npmcli/installed-package-contents | 4.0.0 | indirect |
| npm | @npmcli/node-gyp | 5.0.0 | indirect |
| npm | @npmcli/package-json | 7.0.5 | indirect |
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| npm | @npmcli/redact | 4.0.0 | indirect |
| npm | @npmcli/run-script | 10.0.4 | indirect |
| npm | @oxc-parser/binding-android-arm-eabi | 0.142.0 | indirect |
| npm | @oxc-parser/binding-android-arm64 | 0.142.0 | indirect |
| npm | @oxc-parser/binding-darwin-arm64 | 0.142.0 | indirect |
| npm | @oxc-parser/binding-darwin-x64 | 0.142.0 | indirect |
| npm | @oxc-parser/binding-freebsd-x64 | 0.142.0 | indirect |
| npm | @oxc-parser/binding-linux-arm-gnueabihf | 0.142.0 | indirect |
| npm | @oxc-parser/binding-linux-arm-musleabihf | 0.142.0 | indirect |
| npm | @oxc-parser/binding-linux-arm64-gnu | 0.142.0 | indirect |
| npm | @oxc-parser/binding-linux-arm64-musl | 0.142.0 | indirect |
| npm | @oxc-parser/binding-linux-ppc64-gnu | 0.142.0 | indirect |
| npm | @oxc-parser/binding-linux-riscv64-gnu | 0.142.0 | indirect |
| npm | @oxc-parser/binding-linux-riscv64-musl | 0.142.0 | indirect |
| npm | @oxc-parser/binding-linux-s390x-gnu | 0.142.0 | indirect |
| npm | @oxc-parser/binding-linux-x64-gnu | 0.142.0 | indirect |
| npm | @oxc-parser/binding-linux-x64-musl | 0.142.0 | indirect |
| npm | @oxc-parser/binding-openharmony-arm64 | 0.142.0 | indirect |
| npm | @oxc-parser/binding-wasm32-wasi | 0.142.0 | indirect |
| npm | @oxc-parser/binding-win32-arm64-msvc | 0.142.0 | indirect |
| npm | @oxc-parser/binding-win32-ia32-msvc | 0.142.0 | indirect |
| npm | @oxc-parser/binding-win32-x64-msvc | 0.142.0 | indirect |
| npm | @oxc-project/types | 0.139.0 | indirect |
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| npm | @oxc-project/types | 0.142.0 | indirect |
| npm | @parcel/watcher | 2.5.6 | indirect |
| npm | @parcel/watcher-android-arm64 | 2.5.6 | indirect |
| npm | @parcel/watcher-darwin-arm64 | 2.5.6 | indirect |
| npm | @parcel/watcher-darwin-x64 | 2.5.6 | indirect |
| npm | @parcel/watcher-freebsd-x64 | 2.5.6 | indirect |
| npm | @parcel/watcher-linux-arm-glibc | 2.5.6 | indirect |
| npm | @parcel/watcher-linux-arm-musl | 2.5.6 | indirect |
| npm | @parcel/watcher-linux-arm64-glibc | 2.5.6 | indirect |
| npm | @parcel/watcher-linux-arm64-musl | 2.5.6 | indirect |
| npm | @parcel/watcher-linux-x64-glibc | 2.5.6 | indirect |
| npm | @parcel/watcher-linux-x64-musl | 2.5.6 | indirect |
| npm | @parcel/watcher-win32-arm64 | 2.5.6 | indirect |
| npm | @parcel/watcher-win32-ia32 | 2.5.6 | indirect |
| npm | @parcel/watcher-win32-x64 | 2.5.6 | indirect |
| npm | @pkgjs/parseargs | 0.11.0 | indirect |
| npm | @pkgr/core | 0.2.9 | indirect |
| npm | @rolldown/binding-android-arm64 | 1.1.5 | indirect |
| npm | @rolldown/binding-android-arm64 | 1.2.0 | indirect |
| npm | @rolldown/binding-darwin-arm64 | 1.1.5 | indirect |
| npm | @rolldown/binding-darwin-arm64 | 1.2.0 | indirect |
| npm | @rolldown/binding-darwin-x64 | 1.1.5 | indirect |
| npm | @rolldown/binding-darwin-x64 | 1.2.0 | indirect |
| npm | @rolldown/binding-freebsd-x64 | 1.1.5 | indirect |
| npm | @rolldown/binding-freebsd-x64 | 1.2.0 | indirect |
| npm | @rolldown/binding-linux-arm-gnueabihf | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-arm-gnueabihf | 1.2.0 | indirect |
| npm | @rolldown/binding-linux-arm64-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-arm64-gnu | 1.2.0 | indirect |
| npm | @rolldown/binding-linux-arm64-musl | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-arm64-musl | 1.2.0 | indirect |
| npm | @rolldown/binding-linux-ppc64-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-ppc64-gnu | 1.2.0 | indirect |
| npm | @rolldown/binding-linux-s390x-gnu | 1.1.5 | indirect |
| npm | @rolldown/binding-linux-s390x-gnu | 1.2.0 | indirect |
| npm | @rolldown/binding-linux-x64-gnu | 1.1.5 | indirect |
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| npm | lightningcss-win32-arm64-msvc | 1.33.0 | indirect |
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| npm | pacote | 21.5.1 | indirect |
| npm | parse-json | 5.2.0 | indirect |
| npm | parse5 | 7.3.0 | indirect |
| npm | parse5 | 8.0.1 | indirect |
| npm | parse5-html-rewriting-stream | 8.0.0 | indirect |
| npm | parse5-html-rewriting-stream | 8.0.1 | indirect |
| npm | parse5-sax-parser | 8.0.0 | indirect |
| npm | parseurl | 1.3.3 | indirect |
| npm | path-exists | 4.0.0 | indirect |
| npm | path-is-absolute | 1.0.1 | indirect |
| npm | path-key | 3.1.1 | indirect |
| npm | path-parse | 1.0.7 | indirect |
| npm | path-scurry | 1.11.1 | indirect |
| npm | path-scurry | 2.0.2 | indirect |
| npm | path-to-regexp | 8.4.2 | indirect |
| npm | pathe | 2.0.3 | indirect |
| npm | picocolors | 1.1.1 | indirect |
| npm | picomatch | 2.3.2 | indirect |
| npm | picomatch | 4.0.4 | indirect |
| npm | picomatch | 4.0.5 | indirect |
| npm | pirates | 4.0.7 | indirect |
| npm | piscina | 5.2.0 | indirect |
| npm | pkce-challenge | 5.0.1 | indirect |
| npm | pkg-dir | 4.2.0 | indirect |
| npm | postcss | 8.5.23 | indirect |
| npm | postcss-media-query-parser | 0.2.3 | indirect |
| npm | postcss-safe-parser | 7.0.1 | indirect |
| npm | prettier | 3.8.3 | indirect |
| npm | pretty-format | 30.4.1 | indirect |
| npm | proc-log | 6.1.0 | indirect |
| npm | proxy-addr | 2.0.7 | indirect |
| npm | proxy-agent-negotiate | 1.1.0 | indirect |
| npm | punycode | 2.3.1 | indirect |
| npm | pure-rand | 7.0.1 | indirect |
| npm | qs | 6.15.1 | indirect |
| npm | range-parser | 1.2.1 | indirect |
| npm | raw-body | 3.0.2 | indirect |
| npm | react-is | 18.3.1 | indirect |
| npm | react-is | 19.2.6 | indirect |
| npm | readdirp | 5.0.0 | indirect |
| npm | redent | 3.0.0 | indirect |
| npm | reflect-metadata | 0.2.2 | indirect |
| npm | regenerate | 1.4.2 | indirect |
| npm | regenerate-unicode-properties | 10.2.2 | indirect |
| npm | regexpu-core | 6.4.0 | indirect |
| npm | regjsgen | 0.8.0 | indirect |
| npm | regjsparser | 0.13.0 | indirect |
| npm | require-directory | 2.1.1 | indirect |
| npm | require-from-string | 2.0.2 | indirect |
| npm | resolve | 1.22.11 | indirect |
| npm | resolve-cwd | 3.0.0 | indirect |
| npm | resolve-from | 5.0.0 | indirect |
| npm | restore-cursor | 5.1.0 | indirect |
| npm | rfdc | 1.4.1 | indirect |
| npm | rolldown | 1.1.5 | indirect |
| npm | rolldown | 1.2.0 | indirect |
| npm | router | 2.2.0 | indirect |
| npm | rrweb-cssom | 0.8.0 | indirect |
| npm | rxjs | 7.8.2 | indirect |
| npm | safer-buffer | 2.1.2 | indirect |
| npm | sass | 1.101.0 | indirect |
| npm | saxes | 6.0.0 | indirect |
| npm | semver | 6.3.1 | indirect |
| npm | semver | 7.7.4 | indirect |
| npm | semver | 7.8.0 | indirect |
| npm | semver | 7.8.5 | indirect |
| npm | send | 1.2.1 | indirect |
| npm | serve-static | 2.2.1 | indirect |
| npm | setprototypeof | 1.2.0 | indirect |
| npm | shebang-command | 2.0.0 | indirect |
| npm | shebang-regex | 3.0.0 | indirect |
| npm | side-channel | 1.1.0 | indirect |
| npm | side-channel-list | 1.0.1 | indirect |
| npm | side-channel-map | 1.0.1 | indirect |
| npm | side-channel-weakmap | 1.0.2 | indirect |
| npm | siginfo | 2.0.0 | indirect |
| npm | signal-exit | 3.0.7 | indirect |
| npm | signal-exit | 4.1.0 | indirect |
| npm | sigstore | 4.1.1 | indirect |
| npm | slash | 3.0.0 | indirect |
| npm | slice-ansi | 7.1.2 | indirect |
| npm | slice-ansi | 8.0.0 | indirect |
| npm | smart-buffer | 4.2.0 | indirect |
| npm | socks | 2.8.9 | indirect |
| npm | socks-proxy-agent | 8.0.5 | indirect |
| npm | source-map | 0.6.1 | indirect |
| npm | source-map | 0.7.6 | indirect |
| npm | source-map-js | 1.2.1 | indirect |
| npm | source-map-support | 0.5.13 | indirect |
| npm | source-map-support | 0.5.21 | indirect |
| npm | spdx-exceptions | 2.5.0 | indirect |
| npm | spdx-expression-parse | 4.0.0 | indirect |
| npm | spdx-license-ids | 3.0.23 | indirect |
| npm | sprintf-js | 1.0.3 | indirect |
| npm | ssri | 13.0.1 | indirect |
| npm | stack-utils | 2.0.6 | indirect |
| npm | stackback | 0.0.2 | indirect |
| npm | statuses | 2.0.2 | indirect |
| npm | std-env | 4.1.0 | indirect |
| npm | stdin-discarder | 0.3.2 | indirect |
| npm | string-length | 4.0.2 | indirect |
| npm | string-width | 4.2.3 | indirect |
| npm | string-width | 5.1.2 | indirect |
| npm | string-width | 7.2.0 | indirect |
| npm | string-width | 8.2.1 | indirect |
| npm | strip-ansi | 6.0.1 | indirect |
| npm | strip-ansi | 7.2.0 | indirect |
| npm | strip-bom | 4.0.0 | indirect |
| npm | strip-final-newline | 2.0.0 | indirect |
| npm | strip-indent | 3.0.0 | indirect |
| npm | strip-json-comments | 3.1.1 | indirect |
| npm | supports-color | 7.2.0 | indirect |
| npm | supports-color | 8.1.1 | indirect |
| npm | supports-preserve-symlinks-flag | 1.0.0 | indirect |
| npm | symbol-tree | 3.2.4 | indirect |
| npm | synckit | 0.11.12 | indirect |
| npm | tar | 7.5.20 | indirect |
| npm | test-exclude | 6.0.0 | indirect |
| npm | tinybench | 2.9.0 | indirect |
| npm | tinyexec | 1.1.2 | indirect |
| npm | tinyglobby | 0.2.17 | indirect |
| npm | tinyrainbow | 3.1.0 | indirect |
| npm | tldts | 6.1.86 | indirect |
| npm | tldts | 7.0.30 | indirect |
| npm | tldts-core | 6.1.86 | indirect |
| npm | tldts-core | 7.0.30 | indirect |
| npm | tmpl | 1.0.5 | indirect |
| npm | toidentifier | 1.0.1 | indirect |
| npm | tough-cookie | 5.1.2 | indirect |
| npm | tough-cookie | 6.0.1 | indirect |
| npm | tr46 | 5.1.1 | indirect |
| npm | tr46 | 6.0.0 | indirect |
| npm | tslib | 2.8.1 | indirect |
| npm | tuf-js | 4.1.0 | indirect |
| npm | type-detect | 4.0.8 | indirect |
| npm | type-fest | 0.21.3 | indirect |
| npm | type-is | 2.0.1 | indirect |
| npm | typescript | 5.9.3 | indirect |
| npm | undici | 6.28.0 | indirect |
| npm | undici | 7.29.0 | indirect |
| npm | undici-types | 7.16.0 | indirect |
| npm | unicode-canonical-property-names-ecmascript | 2.0.1 | indirect |
| npm | unicode-match-property-ecmascript | 2.0.0 | indirect |
| npm | unicode-match-property-value-ecmascript | 2.2.1 | indirect |
| npm | unicode-property-aliases-ecmascript | 2.2.0 | indirect |
| npm | unpipe | 1.0.0 | indirect |
| npm | unrs-resolver | 1.11.1 | indirect |
| npm | update-browserslist-db | 1.2.3 | indirect |
| npm | v8-to-istanbul | 9.3.0 | indirect |
| npm | validate-npm-package-name | 7.0.2 | indirect |
| npm | vary | 1.1.2 | indirect |
| npm | vite | 8.1.5 | indirect |
| npm | vitest | 4.1.5 | indirect |
| npm | w3c-xmlserializer | 5.0.0 | indirect |
| npm | walker | 1.0.8 | indirect |
| npm | watchpack | 2.5.2 | indirect |
| npm | weak-lru-cache | 1.2.2 | indirect |
| npm | webidl-conversions | 7.0.0 | indirect |
| npm | webidl-conversions | 8.0.1 | indirect |
| npm | whatwg-encoding | 3.1.1 | indirect |
| npm | whatwg-mimetype | 4.0.0 | indirect |
| npm | whatwg-mimetype | 5.0.0 | indirect |
| npm | whatwg-url | 14.2.0 | indirect |
| npm | whatwg-url | 16.0.1 | indirect |
| npm | which | 2.0.2 | indirect |
| npm | which | 6.0.1 | indirect |
| npm | why-is-node-running | 2.3.0 | indirect |
| npm | wrap-ansi | 10.0.0 | indirect |
| npm | wrap-ansi | 6.2.0 | indirect |
| npm | wrap-ansi | 7.0.0 | indirect |
| npm | wrap-ansi | 8.1.0 | indirect |
| npm | wrap-ansi | 9.0.2 | indirect |
| npm | wrappy | 1.0.2 | indirect |
| npm | write-file-atomic | 5.0.1 | indirect |
| npm | ws | 8.21.1 | indirect |
| npm | xml-name-validator | 5.0.0 | indirect |
| npm | xmlchars | 2.2.0 | indirect |
| npm | y18n | 5.0.8 | indirect |
| npm | yallist | 3.1.1 | indirect |
| npm | yallist | 4.0.0 | indirect |
| npm | yallist | 5.0.0 | indirect |
| npm | yargs | 17.7.2 | indirect |
| npm | yargs | 18.0.0 | indirect |
| npm | yargs-parser | 21.1.1 | indirect |
| npm | yargs-parser | 22.0.0 | indirect |
| npm | yocto-queue | 0.1.0 | indirect |
| npm | yoctocolors | 2.1.2 | indirect |
| npm | yoctocolors-cjs | 2.1.3 | indirect |
| npm | zod | 4.3.6 | indirect |
| npm | zod-to-json-schema | 3.25.2 | indirect |
| PyPI | aiohappyeyeballs | 2.6.1 | indirect |
| PyPI | aiohttp | — | indirect |
| PyPI | aiohttp | 3.14.3 | indirect |
| PyPI | aioresponses | — | indirect |
| PyPI | aiosignal | 1.4.0 | indirect |
| PyPI | alabaster | — | indirect |
| PyPI | alembic | — | indirect |
| PyPI | alembic | 1.18.5 | indirect |
| PyPI | anywidget | — | indirect |
| PyPI | apache-beam | 2.71.0 | indirect |
| PyPI | argcomplete | 3.6.3 | indirect |
| PyPI | async-timeout | 5.0.1 | indirect |
| PyPI | atpublic | — | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | auditwheel | — | indirect |
| PyPI | backoff | 2.2.1 | indirect |
| PyPI | backports-asyncio-runner | 1.2.0 | indirect |
| PyPI | bigframes | — | indirect |
| PyPI | bigframes | 2.39.0 | indirect |
| PyPI | bigquery-magics | — | indirect |
| PyPI | black | — | indirect |
| PyPI | build | 1.5.0 | indirect |
| PyPI | certifi | 2026.4.22 | indirect |
| PyPI | certifi | 2026.7.22 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | cffi | 2.1.0 | indirect |
| PyPI | charset-normalizer | 3.4.7 | indirect |
| PyPI | charset-normalizer | 3.4.9 | indirect |
| PyPI | click | — | indirect |
| PyPI | click | 7.0.0 | indirect |
| PyPI | click | 8.3.3 | indirect |
| PyPI | click | 8.4.2 | indirect |
| PyPI | cloudpickle | — | indirect |
| PyPI | cmake | 4.3.2 | indirect |
| PyPI | colorlog | 6.10.1 | indirect |
| PyPI | cryptography | — | indirect |
| PyPI | cryptography | 50.0.0 | indirect |
| PyPI | db-dtypes | — | indirect |
| PyPI | db-dtypes | 1.6.0 | indirect |
| PyPI | delocate | — | indirect |
| PyPI | distlib | 0.4.0 | indirect |
| PyPI | django | — | indirect |
| PyPI | exceptiongroup | 1.3.1 | indirect |
| PyPI | fastavro | — | indirect |
| PyPI | filelock | 3.29.0 | indirect |
| PyPI | flask | — | indirect |
| PyPI | freezegun | — | indirect |
| PyPI | frozenlist | 1.8.0 | indirect |
| PyPI | fsspec | — | indirect |
| PyPI | gcp-docuploader | — | indirect |
| PyPI | gcsfs | — | indirect |
| PyPI | geopandas | — | indirect |
| PyPI | google-api-core | — | indirect |
| PyPI | google-api-core | 2.30.3 | indirect |
| PyPI | google-api-core | 2.33.0 | indirect |
| PyPI | google-api-python-client | — | indirect |
| PyPI | google-apps-card | — | indirect |
| PyPI | google-apps-script-type | — | indirect |
| PyPI | google-auth-oauthlib | — | indirect |
| PyPI | google-cloud-access-context-manager | — | indirect |
| PyPI | google-cloud-appengine-logging | — | indirect |
| PyPI | google-cloud-audit-log | — | indirect |
| PyPI | google-cloud-bigquery | — | indirect |
| PyPI | google-cloud-bigquery | 3.41.0 | indirect |
| PyPI | google-cloud-bigquery-connection | — | indirect |
| PyPI | google-cloud-bigquery-storage | — | indirect |
| PyPI | google-cloud-bigquery-storage | 2.38.0 | indirect |
| PyPI | google-cloud-bigtable | — | indirect |
| PyPI | google-cloud-bigtable | 2.35.0 | indirect |
| PyPI | google-cloud-common | — | indirect |
| PyPI | google-cloud-core | — | indirect |
| PyPI | google-cloud-core | 2.5.0 | indirect |
| PyPI | google-cloud-core | 2.6.0 | indirect |
| PyPI | google-cloud-datastore | — | indirect |
| PyPI | google-cloud-documentai | — | indirect |
| PyPI | google-cloud-functions | — | indirect |
| PyPI | google-cloud-happybase | 0.33.0 | indirect |
| PyPI | google-cloud-iam | — | indirect |
| PyPI | google-cloud-kms | — | indirect |
| PyPI | google-cloud-logging | — | indirect |
| PyPI | google-cloud-monitoring | — | indirect |
| PyPI | google-cloud-monitoring | 2.29.0 | indirect |
| PyPI | google-cloud-monitoring | 2.31.0 | indirect |
| PyPI | google-cloud-org-policy | — | indirect |
| PyPI | google-cloud-os-config | — | indirect |
| PyPI | google-cloud-pubsub | — | indirect |
| PyPI | google-cloud-resource-manager | — | indirect |
| PyPI | google-cloud-spanner | — | indirect |
| PyPI | google-cloud-spanner | 3.66.0 | indirect |
| PyPI | google-cloud-spanner | 3.69.0 | indirect |
| PyPI | google-cloud-storage | — | indirect |
| PyPI | google-cloud-testutils | — | indirect |
| PyPI | google-cloud-testutils | 1.7.0 | indirect |
| PyPI | google-cloud-testutils | 1.8.0 | indirect |
| PyPI | google-cloud-vision | — | indirect |
| PyPI | google-crc32c | — | indirect |
| PyPI | google-geo-type | — | indirect |
| PyPI | google-resumable-media | — | indirect |
| PyPI | google-shopping-type | — | indirect |
| PyPI | grafeas | — | indirect |
| PyPI | greenlet | 3.5.4 | indirect |
| PyPI | grpc-google-iam-v1 | — | indirect |
| PyPI | grpc-google-iam-v1 | 0.14.4 | indirect |
| PyPI | grpc-interceptor | — | indirect |
| PyPI | grpc-interceptor | 0.15.4 | indirect |
| PyPI | grpcio | — | indirect |
| PyPI | grpcio | 1.80.0 | indirect |
| PyPI | grpcio | 1.83.0 | indirect |
| PyPI | grpcio-status | — | indirect |
| PyPI | grpcio-status | 1.83.0 | indirect |
| PyPI | httplib2 | — | indirect |
| PyPI | humanize | — | indirect |
| PyPI | idna | 3.15 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | immutabledict | — | indirect |
| PyPI | inflection | — | indirect |
| PyPI | inflection | 0.5.1 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | intervaltree | — | indirect |
| PyPI | ipykernel | — | indirect |
| PyPI | ipython | — | indirect |
| PyPI | ipython | 9.13.0 | indirect |
| PyPI | ipywidgets | — | indirect |
| PyPI | ipywidgets | 8.1.8 | indirect |
| PyPI | jinja2 | — | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | libcst | — | indirect |
| PyPI | libcst | 1.8.6 | indirect |
| PyPI | mako | 1.3.12 | indirect |
| PyPI | markupsafe | 3.0.3 | indirect |
| PyPI | matplotlib | — | indirect |
| PyPI | mmh3 | — | indirect |
| PyPI | mmh3 | 5.2.1 | indirect |
| PyPI | mock | — | indirect |
| PyPI | mock | 5.2.0 | indirect |
| PyPI | multidict | 6.7.1 | indirect |
| PyPI | nox | — | indirect |
| PyPI | nox | 2026.4.10 | indirect |
| PyPI | numpy | — | indirect |
| PyPI | numpydoc | — | indirect |
| PyPI | opentelemetry-api | — | indirect |
| PyPI | opentelemetry-api | 1.44.0 | indirect |
| PyPI | opentelemetry-instrumentation | — | indirect |
| PyPI | opentelemetry-instrumentation | 0.65b0 | indirect |
| PyPI | opentelemetry-resourcedetector-gcp | — | indirect |
| PyPI | opentelemetry-resourcedetector-gcp | 1.14.0 | indirect |
| PyPI | opentelemetry-sdk | — | indirect |
| PyPI | opentelemetry-sdk | 1.44.0 | indirect |
| PyPI | opentelemetry-semantic-conventions | — | indirect |
| PyPI | opentelemetry-semantic-conventions | 0.65b0 | indirect |
| PyPI | packaging | — | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | pandas | — | indirect |
| PyPI | pandas | 2.3.3 | indirect |
| PyPI | pandas-gbq | — | indirect |
| PyPI | parameterized | 0.9.0 | indirect |
| PyPI | pep517 | 0.13.1 | indirect |
| PyPI | pikepdf | — | indirect |
| PyPI | pillow | — | indirect |
| PyPI | pip | 26.1.1 | indirect |
| PyPI | pip-tools | 7.6.0 | indirect |
| PyPI | platformdirs | 4.9.6 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | polars | — | indirect |
| PyPI | polars | 1.40.1 | indirect |
| PyPI | portpicker | — | indirect |
| PyPI | pre-commit | — | indirect |
| PyPI | propcache | 0.5.2 | indirect |
| PyPI | psutil | — | indirect |
| PyPI | pyarrow | — | indirect |
| PyPI | pyarrow | 24.0.0 | indirect |
| PyPI | pyasn1 | 0.6.3 | indirect |
| PyPI | pyasn1 | 0.6.4 | indirect |
| PyPI | pyasn1-modules | — | indirect |
| PyPI | pyasn1-modules | 0.4.2 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pydata-google-auth | — | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pyiceberg | — | indirect |
| PyPI | pyjwt | — | indirect |
| PyPI | pymemcache | — | indirect |
| PyPI | pyopenssl | — | indirect |
| PyPI | pypandoc | — | indirect |
| PyPI | pypandoc | 1.17 | indirect |
| PyPI | pyparsing | 3.3.2 | indirect |
| PyPI | pyproject-hooks | 1.2.0 | indirect |
| PyPI | pytest | — | indirect |
| PyPI | pytest | 9.0.3 | indirect |
| PyPI | pytest-asyncio | — | indirect |
| PyPI | pytest-asyncio | 1.3.0 | indirect |
| PyPI | pytest-asyncio | 1.4.0 | indirect |
| PyPI | pytest-cov | — | indirect |
| PyPI | pytest-dependency | 0.6.1 | indirect |
| PyPI | pytest-localserver | — | indirect |
| PyPI | pytest-runner | — | indirect |
| PyPI | pytest-snapshot | — | indirect |
| PyPI | python-dateutil | — | indirect |
| PyPI | pytz | — | indirect |
| PyPI | pyu2f | — | indirect |
| PyPI | pyyaml | — | indirect |
| PyPI | pyyaml | 6.0.3 | indirect |
| PyPI | recommonmark | — | indirect |
| PyPI | redis | — | indirect |
| PyPI | requests-oauthlib | — | indirect |
| PyPI | responses | — | indirect |
| PyPI | rich | — | indirect |
| PyPI | rsa | — | indirect |
| PyPI | ruff | 0.15.12 | indirect |
| PyPI | scikit-learn | — | indirect |
| PyPI | setuptools | — | indirect |
| PyPI | setuptools | 82.0.1 | indirect |
| PyPI | shapely | — | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | spanner-graph-notebook | — | indirect |
| PyPI | spannerlib-python | — | indirect |
| PyPI | sphinx | — | indirect |
| PyPI | sphinx | 4.5.0 | indirect |
| PyPI | sphinx | 9.1.0 | indirect |
| PyPI | sphinx-docstring-typing | — | indirect |
| PyPI | sphinx-markdown-builder | 0.5.5 | indirect |
| PyPI | sphinx-rtd-theme | — | indirect |
| PyPI | sphinxcontrib-applehelp | 1.0.4 | indirect |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-devhelp | 1.0.2 | indirect |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-htmlhelp | 2.0.1 | indirect |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | indirect |
| PyPI | sphinxcontrib-napoleon | — | indirect |
| PyPI | sphinxcontrib-qthelp | 1.0.3 | indirect |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-serializinghtml | 1.1.5 | indirect |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirect |
| PyPI | sqlalchemy | — | indirect |
| PyPI | sqlalchemy | 2.0.51 | indirect |
| PyPI | sqlparse | — | indirect |
| PyPI | sqlparse | 0.5.5 | indirect |
| PyPI | tabulate | — | indirect |
| PyPI | tomli | 2.4.1 | indirect |
| PyPI | toolz | — | indirect |
| PyPI | tox | — | indirect |
| PyPI | tqdm | — | indirect |
| PyPI | tqdm | 4.67.3 | indirect |
| PyPI | traitlets | — | indirect |
| PyPI | typing-extensions | — | indirect |
| PyPI | typing-extensions | 4.15.0 | indirect |
| PyPI | typing-extensions | 4.16.0 | indirect |
| PyPI | tzdata | — | indirect |
| PyPI | unidecode | — | indirect |
| PyPI | urllib3 | — | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | virtualenv | 21.3.1 | indirect |
| PyPI | wheel | — | indirect |
| PyPI | wheel | 0.47.0 | indirect |
| PyPI | wrapt | 2.3.0 | indirect |
| PyPI | yarl | 1.23.0 | indirect |
Dependency advisories 14
This repository publishes no package the index resolves, so its own dependency graph was assessed — 1,107 packages, which also include development and test pins that never ship: 14 carry known advisories, of which 0 are direct. 141 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| brace-expansion | 1.1.14 | indirect | high | 3 | 5.0.9 |
| brace-expansion | 2.1.0 | indirect | high | 3 | 5.0.9 |
| brace-expansion | 5.0.7 | indirect | high | 2 | 5.0.9 |
| click | 7.0.0 | indirect | high | 1 | 8.3.3 |
| js-yaml | 3.14.2 | indirect | high | 3 | 4.3.1 |
| nanoid | 3.3.16 | indirect | high | 1 | 5.1.6 |
| pip | 26.1.1 | indirect | high | 2 | 26.1.2 |
| pyasn1 | 0.6.3 | indirect | high | 6 | 0.6.4 |
| @hono/node-server | 1.19.14 | indirect | moderate | 1 | 2.0.5 |
| qs | 6.15.1 | indirect | moderate | 1 | 6.15.2 |
| setuptools | 82.0.1 | indirect | moderate | 2 | 83.0.0 |
| tar | 7.5.20 | indirect | moderate | 1 | 7.5.21 |
| @babel/core | 7.28.5 | indirect | low | 1 | 8.0.0-rc.6 |
| body-parser | 2.2.2 | indirect | low | 1 | 2.3.0 |
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
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Feedback
Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.
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 v2.10.0, schema v0.31.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.