Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-10 20:19 UTC

hail-is / hail

Cloud-native genomic dataframes and batch computing

Python · ScalaMIT★ 1,069 stars⑂ 266 forkssince Oct 2015View on GitHub ↗
KindNetwork serviceLibraryhow this is determined

hail-is/hail holds a health index of 86 out of 100, placing it in the Excellent band. It scores highest on Vitality (96/100) and lowest on Security (21/100). It was last updated today. 3 contributors account for most of its recent work.

86
overall / 100
Excellent

Software 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.

86
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)
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.

The weighted overall 72 is calibrated to 86 on the published index scale (record calibration 2026-08-02).

Ownership

HailOrganization
22 followers24 public repossince Aug 2016

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIwebsitepoints to another repo — not scored1.111625506 days ago
PyPIcipoints to another repo — not scored0.1.1-22645 days ago
PyPIauth3.0.1-3310 days agoauthorizationroleauthgroupsmembershipensureldap
PyPIgearpoints to another repo — not scored0.16.0-331757 days ago
PyPImonitoringpoints to another repo — not scored0.9.122,41132596 days agodaemon

Metrics by category

Vitality

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

96Exceptional · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
33.9/36Commit cadence49/52 weeks with commits
18/18Commit volume416 commits in the last year
0/10OpenSSF Scorecard: Maintainedno data
Inputs used
commits_last_year416
human_commit_share0.94
days_since_last_push0
active_weeks_last_year49
How it's scored
27/27Ships releases100 releases published
36/36Release recencylatest release 0 days ago
19.8/27Release cadencea release every ~88.5 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count100
latest_release_tag0.2.139
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases88.5

Community & Adoption

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

69Good · 17% of overall
How it's scored
49.1/60Stars1,069 stars
20.2/25Forks266 forks
9.3/15Watchers49 watchers
Inputs used
forks266
stars1,069
watchers49
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges2
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesbadge.fury.io, shields.io
has_pull_request_templateyes

Sustainability & Governance

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

80Excellent · 23% of overall
How it's scored
36/54Bus factor3 contributor(s) cover half of all commits
17.5/22.5Commit distributiontop contributor authored 22% of commits
13.5/13.5Contributor breadth83 contributors
0/10OpenSSF Scorecard: Contributorsno data
Inputs used
bus_factor3
contributors_sampled83
top_contributor_share0.221
How it's scored
37.4/42Issue resolution89% of issues closed
25.6/30PR acceptance11,058/12,941 decided PRs merged
0/13Newcomer PR acceptance0/1 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Reviewno data
Inputs used
merged_prs11,058
open_issues291
closed_issues2,362
prs_merged_7d3
prs_decided_7d6
prs_merged_30d36
prs_decided_30d42
issue_closed_ratio0.89
closed_unmerged_prs1,883
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d1
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domainverified-domain status not read for this organization
9.8/25Owner reach22 followers of hail-is
22.2/25Track record24 public repos, account ~10 yr old
Inputs used
followers22
owner_typeOrganization
is_verified
owner_loginhail-is
public_repos24
account_age_days3,657
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on pypi
35/35Publish recencylatest publish 10 days ago
20/20Version history33 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesauth
ecosystemspypi
any_deprecatedno
min_days_since_publish10

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall
How it's scored
24/24CI workflows7 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Testsno data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage sitehttps://hail.is
10/10Repository description
10/10Topics8 topics
0/10Wiki
Inputs used
topicsgenetics, vcf, genomics, gwas, bioinformatics, python, software, hail
has_wikino
homepagehttps://hail.is
docs_sitehttps://hail.is
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

21At Risk · 16% of overall
How it's scored
0/30Security policy (SECURITY.md)
0/25Dependabot config
0/25Dependency lockfilespublished library — lockfiles are an application concern, not expected
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfilespackage-lock.json
manifestsauth/pyproject.toml, batch/pyproject.toml, batch/requirements.txt, ci/pyproject.toml, ci/requirements.txt, gear/pyproject.toml, gear/requirements.txt, monitoring/pyproject.toml, pyproject.toml, web_common/pyproject.toml, web_common/requirements.txt, website/setup.py
has_codeql_workflowno
has_security_policyno
has_dependabot_configno
Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories7
affected_packages5
assessed_packages678
unassessed_packages87
affected_by_severityhigh 2, moderate 2, low 1
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 678 resolved dependencies against OSV. 87 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.

83Excellent · 4% of overall
How it's scored
45/45Agent instructionshail/AGENTS.md, hail/CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history94 of 94 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share1
agent_instruction_fileshail/AGENTS.md, hail/CLAUDE.md
agent_instruction_max_bytes372
How it's scored
18/18One-command bootstrapMakefile, admin-pod/Makefile, auth/Makefile, batch/Makefile, batch/terra-chart/Makefile, bootstrap-gateway/Makefile, ci/Makefile, docker/hailgenetics/Makefile, docker/third-party/Makefile, gateway/Makefile, grafana/Makefile, hail/Makefile, hail/c/Makefile, hail/python/hail/docs/Makefile, hail/python/hailtop/batch/Makefile, hail/python/hailtop/batch/docs/Makefile, internal-gateway/Makefile, letsencrypt/Makefile, monitoring/Makefile, prometheus/Makefile, website/Makefile
22/22Automated tests
11/11Lint / format config
11/11Static type checkinggear/gear/py.typed, hail/python/hailtop/py.typed, services/ui/tsconfig.json, web_common/web_common/py.typed
10/10Reproducible environmentDockerfile, lockfile
4/10Demonstrated agent practice2 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenanceno automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependenciesno data
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile, admin-pod/Makefile, auth/Makefile, batch/Makefile, batch/terra-chart/Makefile, bootstrap-gateway/Makefile, ci/Makefile, docker/hailgenetics/Makefile, docker/third-party/Makefile, gateway/Makefile, grafana/Makefile, hail/Makefile, hail/c/Makefile, hail/python/hail/docs/Makefile, hail/python/hailtop/batch/Makefile, hail/python/hailtop/batch/docs/Makefile, internal-gateway/Makefile, letsencrypt/Makefile, monitoring/Makefile, prometheus/Makefile, website/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsgear/gear/py.typed, hail/python/hailtop/py.typed, services/ui/tsconfig.json, web_common/web_common/py.typed
agent_commit_share0.02
toolchain_manifests
dependency_bot_commit_share0
How it's scored
27/45Type-checkable codePython with type-check config (gear/gear/py.typed, hail/python/hailtop/py.typed, services/ui/tsconfig.json, web_common/web_common/py.typed)
53.7/55Manageable file sizes36/1,577 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes221,050
source_files_sampled1,577
oversized_source_files36
How it's scored
40/40API schema (OpenAPI/GraphQL/proto)auth/auth/templates/openapi.yaml, batch/batch/driver/templates/openapi.yaml, batch/batch/front_end/templates/openapi.yaml, ci/ci/templates/openapi.yaml, monitoring/monitoring/templates/openapi.yaml
0/20MCP server
40/40Runnable examplescookbook, notebooks
Inputs used
example_dirscookbook, notebooks
has_mcp_signalno
api_schema_filesauth/auth/templates/openapi.yaml, batch/batch/driver/templates/openapi.yaml, batch/batch/front_end/templates/openapi.yaml, ci/ci/templates/openapi.yaml, monitoring/monitoring/templates/openapi.yaml
interfaces_expected_ofnetwork-service

Key facts

1,069GitHub stars
83contributors
416commits, last 12 months
0days since last push
100releases
3bus factor
291open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'website' points at a different repository (http://boldewyn.github.com/website/); excluded from ecosystem scoring
  • pypi package 'ci' points at a different repository (https://github.com/rossmacarthur/python-ci); excluded from ecosystem scoring
  • pypi package 'gear' points at a different repository (https://docs.opendev.org/opendev/gear); excluded from ecosystem scoring
  • Could not fetch pypi package 'batch' from its registry
  • pypi package 'monitoring' points at a different repository (http://github.com/sebastien/monitoring); excluded from ecosystem scoring
  • Could not fetch pypi package 'web_common' from its registry
  • OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks

More detail

Star and fork history 0 ★ / 266 ⇿
0Stars
266Forks
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.

05010015020025030026282016-062021-062026-07
Major 0Minor 0Patch 98

Each point covers 10 days.

All dependencies 765

Full resolved dependency set from the GitHub dependency graph: 0 direct and 765 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmes-define-property1.0.1indirect
npmes-errors1.3.0indirect
npmes-module-lexer1.7.0indirect
npmes-object-atoms1.1.2indirect
npmes-set-tostringtag2.1.0indirect
npmes-toolkit1.50.0indirect
npmesbuild0.28.1indirect
npmestree-walker3.0.3indirect
npmeventemitter35.0.4indirect
npmexpect-type1.4.0indirect
npmfast-json-patch3.1.1indirect
npmfault1.0.4indirect
npmfdir6.5.0indirect
npmfollow-redirects1.16.0indirect
npmfor-each0.3.5indirect
npmform-data4.0.6indirect
npmformat0.2.2indirect
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npmfunction-bind1.1.2indirect
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npmhas-property-descriptors1.0.2indirect
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npmhast-util-parse-selector4.0.0indirect
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npmhighlight.js10.7.3indirect
npmhighlightjs-vue1.0.0indirect
npmhtml-encoding-sniffer4.0.0indirect
npmhttp-proxy-agent7.0.2indirect
npmhttps-proxy-agent5.0.1indirect
npmhttps-proxy-agent7.0.6indirect
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npmis-alphabetical2.0.1indirect
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npmis-callable1.2.7indirect
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npmis-hexadecimal2.0.1indirect
npmis-potential-custom-element-name1.0.1indirect
npmis-typed-array1.1.15indirect
npmisarray2.0.5indirect
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npmjs-file-download0.4.12indirect
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npmjs-tokens9.0.1indirect
npmjs-yaml4.3.0indirect
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npmlowlight1.20.0indirect
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npmlz-string1.5.0indirect
npmmagic-string0.30.21indirect
npmmath-intrinsics1.1.0indirect
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npmmime-types2.1.35indirect
npmminim0.23.8indirect
npmminimatch10.2.6indirect
npmms2.1.3indirect
npmnanoid3.3.16indirect
npmneotraverse0.6.18indirect
npmnode-abort-controller3.1.1indirect
npmnode-addon-api8.9.0indirect
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npmnwsapi2.2.24indirect
npmobject-assign4.1.1indirect
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npmparse57.3.0indirect
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npmpossible-typed-array-names1.1.0indirect
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npmprismjs1.30.0indirect
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npmproperty-information7.2.0indirect
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npmpunycode2.3.1indirect
npmquerystringify2.2.0indirect
npmramda0.30.1indirect
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npmrandexp0.5.3indirect
npmrandombytes2.1.0indirect
npmreact18.3.1indirect
npmreact-copy-to-clipboard5.1.1indirect
npmreact-debounce-input3.3.0indirect
npmreact-dom18.3.1indirect
npmreact-immutable-proptypes2.2.0indirect
npmreact-immutable-pure-component2.2.2indirect
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npmreact-is16.13.1indirect
npmreact-is17.0.2indirect
npmreact-is19.2.8indirect
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npmreact-syntax-highlighter16.1.1indirect
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npmredux-thunk3.1.0indirect
npmrefractor5.0.0indirect
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npmsafer-buffer2.1.2indirect
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npmstd-env3.10.0indirect
npmstrip-literal3.1.0indirect
npmswagger-client3.37.7indirect
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npmtiny-invariant1.3.3indirect
npmtinybench2.9.0indirect
npmtinyexec0.3.2indirect
npmtinyglobby0.2.17indirect
npmtinypool1.1.1indirect
npmtinyrainbow2.0.0indirect
npmtinyspy4.0.4indirect
npmtldts6.1.86indirect
npmtldts-core6.1.86indirect
npmto-buffer1.2.2indirect
npmtoggle-selection1.0.6indirect
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npmtr465.1.1indirect
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npmtree-sitter0.22.4indirect
npmtree-sitter-json0.24.8indirect
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npmts-toolbelt9.6.0indirect
npmtslib2.8.1indirect
npmtype-fest0.20.2indirect
npmtyped-array-buffer1.0.3indirect
npmtypes-ramda0.30.1indirect
npmtypescript5.9.3indirect
npmunraw3.0.0indirect
npmurl-parse1.5.10indirect
npmuse-sync-external-store1.6.0indirect
npmvictory-vendor37.3.6indirect
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npmvite-node3.2.4indirect
npmvitest3.2.7indirect
npmw3c-xmlserializer5.0.0indirect
npmweb-tree-sitter0.24.5indirect
npmwebidl-conversions7.0.0indirect
npmwhatwg-encoding3.1.1indirect
npmwhatwg-mimetype4.0.0indirect
npmwhatwg-url14.2.0indirect
npmwhich-typed-array1.1.22indirect
npmwhy-is-node-running2.3.0indirect
npmws8.21.1indirect
npmxml1.0.1indirect
npmxml-but-prettier1.0.1indirect
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PyPIaiodns2.0.0indirect
PyPIaiodockerindirect
PyPIaiodocker0.27.0indirect
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PyPIaiohttp3.14.3indirect
PyPIaiohttp-devtoolsindirect
PyPIaiohttp-devtools1.1.2indirect
PyPIaiohttp-jinja2indirect
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PyPIaiohttp-sessionindirect
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PyPIavroindirect
PyPIavro1.11.5indirect
PyPIazure-common1.1.28indirect
PyPIazure-core1.41.0indirect
PyPIazure-identityindirect
PyPIazure-identity1.25.3indirect
PyPIazure-mgmt-core1.6.0indirect
PyPIazure-mgmt-storage20.1.0indirect
PyPIazure-storage-blobindirect
PyPIazure-storage-blob12.30.0indirect
PyPIbabel2.18.0indirect
PyPIbeautifulsoup44.15.0indirect
PyPIbleach6.4.0indirect
PyPIbokehindirect
PyPIbokeh3.9.2indirect
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PyPIboto31.43.61indirect
PyPIbotocoreindirect
PyPIbotocore1.43.61indirect
PyPIbuildindirect
PyPIbuild1.1.1indirect
PyPIcertifi2026.7.22indirect
PyPIcffi2.1.0indirect
PyPIcfgv3.5.0indirect
PyPIcharset-normalizer3.4.9indirect
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PyPIcomm0.2.3indirect
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PyPIcontourpy1.3.2indirect
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PyPIcycler0.12.1indirect
PyPIdebugpy1.8.21indirect
PyPIdecoratorindirect
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PyPIdeprecated1.2.18indirect
PyPIdevtools0.12.2indirect
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PyPIdictdiffer0.10.0indirect
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PyPIdistro1.9.0indirect
PyPIdocutils0.18.1indirect
PyPIentrypoints0.4indirect
PyPIexecnet2.1.2indirect
PyPIexecuting2.2.1indirect
PyPIfastjsonschema2.22.1indirect
PyPIfilelock3.32.2indirect
PyPIfonttools4.63.0indirect
PyPIfqdn1.5.1indirect
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PyPIgidgethubindirect
PyPIgidgethub5.4.0indirect
PyPIgoogle-api-core2.33.0indirect
PyPIgoogle-api-python-client2.198.0indirect
PyPIgoogle-authindirect
PyPIgoogle-auth2.56.2indirect
PyPIgoogle-auth-httplib20.4.0indirect
PyPIgoogle-auth-oauthlibindirect
PyPIgoogle-auth-oauthlib0.8.0indirect
PyPIgoogle-cloud-core2.6.0indirect
PyPIgoogle-cloud-profilerindirect
PyPIgoogle-cloud-profiler4.1.0indirect
PyPIgoogle-cloud-storageindirect
PyPIgoogle-cloud-storage3.13.0indirect
PyPIgoogle-crc32c1.8.0indirect
PyPIgoogle-resumable-media2.10.0indirect
PyPIgoogleapis-common-protos1.75.0indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttplib20.32.0indirect
PyPIhttpx0.28.1indirect
PyPIhumanizeindirect
PyPIhumanize4.16.0indirect
PyPIidentify2.6.19indirect
PyPIidna3.18indirect
PyPIimagesize2.0.0indirect
PyPIiniconfig2.3.0indirect
PyPIipykernel6.29.5indirect
PyPIipython9.16.0indirect
PyPIipython-genutils0.2.0indirect
PyPIipython-pygments-lexers1.1.1indirect
PyPIipywidgets8.1.8indirect
PyPIisodate0.7.2indirect
PyPIisoduration20.11.0indirect
PyPIisort6.1.0indirect
PyPIjanusindirect
PyPIjanus1.0.0indirect
PyPIjedi0.20.0indirect
PyPIjinja23.1.6indirect
PyPIjmespath1.1.0indirect
PyPIjpropertiesindirect
PyPIjproperties2.1.2indirect
PyPIjson50.15.0indirect
PyPIjsonpointer3.1.1indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIjupyterindirect
PyPIjupyter1.1.1indirect
PyPIjupyter-builder1.2.0indirect
PyPIjupyter-client7.4.9indirect
PyPIjupyter-console6.6.3indirect
PyPIjupyter-core5.9.1indirect
PyPIjupyter-events0.12.1indirect
PyPIjupyter-lsp2.3.1indirect
PyPIjupyter-server2.20.0indirect
PyPIjupyter-server-terminals0.5.4indirect
PyPIjupyterlab4.6.2indirect
PyPIjupyterlab-pygments0.3.0indirect
PyPIjupyterlab-server2.28.0indirect
PyPIjupyterlab-widgets3.0.16indirect
PyPIkiwisolver1.5.0indirect
PyPIkubernetes-asyncioindirect
PyPIkubernetes-asyncio19.15.1indirect
PyPIlark1.3.1indirect
PyPIlibsassindirect
PyPIlibsass0.23.0indirect
PyPImarkupsafe3.0.3indirect
PyPImatplotlibindirect
PyPImatplotlib3.11.1indirect
PyPImatplotlib-inline0.2.2indirect
PyPImccabe0.7.0indirect
PyPImistune3.3.4indirect
PyPImockindirect
PyPImock5.1.0indirect
PyPImsal1.37.0indirect
PyPImsal-extensions1.3.1indirect
PyPImsrest0.7.1indirect
PyPImultidict6.7.1indirect
PyPInarwhals2.24.0indirect
PyPInbclassic1.3.3indirect
PyPInbclient0.11.0indirect
PyPInbconvertindirect
PyPInbconvert7.17.1indirect
PyPInbformat5.10.4indirect
PyPInbsphinxindirect
PyPInbsphinx0.9.8indirect
PyPInest-asyncioindirect
PyPInest-asyncio1.6.0indirect
PyPInodeenv1.10.0indirect
PyPInodejs-wheel-binaries24.16.0indirect
PyPInotebookindirect
PyPInotebook6.5.7indirect
PyPInotebook-shim0.2.4indirect
PyPInumpyindirect
PyPInumpy2.2.6indirect
PyPInumpy2.4.6indirect
PyPIoauthlib3.3.1indirect
PyPIorjsonindirect
PyPIorjson3.11.9indirect
PyPIoverrides7.7.0indirect
PyPIpackaging26.2indirect
PyPIpandasindirect
PyPIpandas2.3.3indirect
PyPIpandocfilters1.5.1indirect
PyPIparsimoniousindirect
PyPIparsimonious0.11.0indirect
PyPIparso0.8.7indirect
PyPIparsy1.1.0indirect
PyPIpathspec0.12.1indirect
PyPIpexpect4.9.0indirect
PyPIpillow12.3.0indirect
PyPIplatformdirs4.11.0indirect
PyPIplotlyindirect
PyPIplotly5.24.1indirect
PyPIpluggy1.6.0indirect
PyPIpre-commitindirect
PyPIpre-commit3.8.0indirect
PyPIprometheus-asyncindirect
PyPIprometheus-async19.2.0indirect
PyPIprometheus-client0.26.0indirect
PyPIprompt-toolkit3.0.53indirect
PyPIpropcache0.5.2indirect
PyPIproto-plus1.28.2indirect
PyPIprotobuf7.35.1indirect
PyPIpsutil7.2.2indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpy4j0.10.9.7indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycares5.0.1indirect
PyPIpycparser3.0indirect
PyPIpygments2.20.0indirect
PyPIpyjwt2.13.0indirect
PyPIpylintindirect
PyPIpylint3.3.9indirect
PyPIpymysqlindirect
PyPIpymysql1.2.0indirect
PyPIpyparsing3.3.2indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpyrightindirect
PyPIpyright1.1.411indirect
PyPIpyspark3.5.3indirect
PyPIpytestindirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncioindirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-htmlindirect
PyPIpytest-html4.2.0indirect
PyPIpytest-instafailindirect
PyPIpytest-instafail0.5.0indirect
PyPIpytest-metadata3.1.1indirect
PyPIpytest-mockindirect
PyPIpytest-mock3.15.1indirect
PyPIpytest-runnerindirect
PyPIpytest-timeoutindirect
PyPIpytest-timeout2.4.0indirect
PyPIpytest-timestamperindirect
PyPIpytest-timestamper0.0.10indirect
PyPIpytest-xdistindirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.5.0indirect
PyPIpython-json-loggerindirect
PyPIpython-json-logger2.0.7indirect
PyPIpytz2026.3.post1indirect
PyPIpyyamlindirect
PyPIpyyaml6.0.3indirect
PyPIpyzmq27.1.0indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.7.19indirect
PyPIrequests2.34.2indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrfc3339-validator0.1.4indirect
PyPIrfc3986-validator0.1.1indirect
PyPIrfc3987-syntax1.1.0indirect
PyPIrichindirect
PyPIrich12.6.0indirect
PyPIrpds-py2026.6.3indirect
PyPIruffindirect
PyPIruff0.11.13indirect
PyPIs3transfer0.19.2indirect
PyPIscipyindirect
PyPIscipy1.15.3indirect
PyPIscipy1.17.1indirect
PyPIsend2trash2.1.0indirect
PyPIsetuptoolsindirect
PyPIsetuptools81.0.0indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsnowballstemmer3.1.1indirect
PyPIsortedcontainersindirect
PyPIsortedcontainers2.4.0indirect
PyPIsoupsieve2.9.1indirect
PyPIsphinxindirect
PyPIsphinx6.2.1indirect
PyPIsphinx-autodoc-typehints1.23.0indirect
PyPIsphinx-rtd-themeindirect
PyPIsphinx-rtd-theme1.3.0indirect
PyPIsphinxcontrib-applehelp2.0.0indirect
PyPIsphinxcontrib-devhelp2.0.0indirect
PyPIsphinxcontrib-htmlhelp2.1.0indirect
PyPIsphinxcontrib-jquery4.1indirect
PyPIsphinxcontrib-jsmath1.0.1indirect
PyPIsphinxcontrib-katexindirect
PyPIsphinxcontrib-katex0.9.11indirect
PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
PyPIstack-data0.6.3indirect
PyPItabulateindirect
PyPItabulate0.10.0indirect
PyPItenacity9.1.4indirect
PyPIterminado0.18.1indirect
PyPItinycss21.5.1indirect
PyPItoml0.10.2indirect
PyPItomlkit0.15.1indirect
PyPItornado6.5.7indirect
PyPItraitlets5.15.1indirect
PyPItyperindirect
PyPItyper0.24.2indirect
PyPItypes-chardetindirect
PyPItypes-chardet5.0.4.6indirect
PyPItypes-decoratorindirect
PyPItypes-decorator5.2.0.20260712indirect
PyPItypes-deprecatedindirect
PyPItypes-deprecated1.3.1.20260728indirect
PyPItypes-pymysqlindirect
PyPItypes-pymysql1.2.0.20260724indirect
PyPItypes-python-dateutilindirect
PyPItypes-python-dateutil2.9.0.20260716indirect
PyPItypes-pyyamlindirect
PyPItypes-pyyaml6.0.12.20260724indirect
PyPItypes-requestsindirect
PyPItypes-requests2.31.0.6indirect
PyPItypes-setuptoolsindirect
PyPItypes-setuptools83.0.0.20260724indirect
PyPItypes-sixindirect
PyPItypes-six1.17.0.20260724indirect
PyPItypes-tabulateindirect
PyPItypes-tabulate0.10.0.20260508indirect
PyPItypes-urllib3indirect
PyPItypes-urllib31.26.25.14indirect
PyPItyping-extensions4.16.0indirect
PyPItzdata2026.3indirect
PyPIuri-template1.3.0indirect
PyPIuritemplate4.2.0indirect
PyPIurllib32.7.0indirect
PyPIuvindirect
PyPIuv0.11.33indirect
PyPIuv-buildindirect
PyPIuv-build0.11.33indirect
PyPIuvloop0.21.0indirect
PyPIvirtualenv21.7.1indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.8.2indirect
PyPIwebcolors25.10.0indirect
PyPIwebencodings0.5.1indirect
PyPIwebsocket-client1.9.0indirect
PyPIwheelindirect
PyPIwidgetsnbextension4.0.15indirect
PyPIwrapt1.17.3indirect
PyPIxyzservices2026.3.0indirect
PyPIyarl1.24.5indirect
PyPIzulipindirect
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Dependency advisories 5

This repository publishes no package the index resolves, so its own dependency graph was assessed — 678 packages, which also include development and test pins that never ship: 5 carry known advisories, of which 0 are direct. 87 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
js-yaml4.3.0indirecthigh14.3.1
nanoid3.3.16indirecthigh15.1.6
cryptography49.0.0indirectmoderate250.0.0
setuptools81.0.0indirectmoderate283.0.0
dompurify3.4.12indirectlow13.4.13

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.

Raw JSON report machine-readable

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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.

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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 v2.10.0, schema v0.31.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsPyPI.