Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-17 10:47 UTC

hail-is / hail

Cloud-native genomic dataframes and batch computing

Python · ScalaMIT★ 1,072 stars⑂ 265 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 scored1.114525544 days ago—
PyPIcipoints to another repo — not scored0.1.12,99922682 days ago—
PyPIauth3.1.148,381353 days agoauthorizationroleauthgroupsmembershipensureldap
PyPIgearpoints to another repo — not scored0.16.03,615331794 days ago—
PyPImonitoringpoints to another repo — not scored0.9.1284332633 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 recency — last push 0 days ago
33.9/36Commit cadence — 49/52 weeks with commits
18/18Commit volume — 430 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year430
human_commit_share0.93
days_since_last_push0
active_weeks_last_year49
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 37 days ago
19.8/27Release cadence — a release every ~88.5 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tag0.2.139
releases_from_tagsno
days_since_latest_release37
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
49.1/60Stars — 1,072 stars
20.2/25Forks — 265 forks
9.3/15Watchers — 49 watchers
Inputs used
forks265
stars1,072
watchers49
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized 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?

76Good · 23% of overall
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
17.6/22.5Commit distribution — top contributor authored 22% of commits
13.5/13.5Contributor breadth — 83 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor3
contributors_sampled83
top_contributor_share0.22
How it's scored
37.3/42Issue resolution — 89% of issues closed
25.6/30PR acceptance — 11,117/13,014 decided PRs merged
0/13Newcomer PR acceptance — 0/1 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs11,117
open_issues297
closed_issues2,385
prs_merged_7d13
prs_decided_7d16
prs_merged_30d44
prs_decided_30d53
issue_closed_ratio0.889
closed_unmerged_prs1,897
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d1
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
9.8/25Owner reach — 22 followers of hail-is
22.2/25Track record — 24 public repos, account ~10 yr old
Inputs used
followers22
owner_typeOrganization
is_verifiedno
owner_loginhail-is
public_repos24
account_age_days3,694

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 3 days ago
20/20Version history — 35 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesauth
ecosystemspypi
any_deprecatedno
min_days_since_publish3

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall
How it's scored
24/24CI workflows — 7 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no 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 site — https://hail.is
10/10Repository description
10/10Topics — 8 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 lockfiles — published 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 advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories2
affected_packages2
assessed_packages703
unassessed_packages86
affected_by_severityhigh 1, moderate 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 703 resolved dependencies against OSV. 86 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.

86Excellent · 4% of overall
How it's scored
45/45Agent instructions — hail/AGENTS.md, hail/CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 93 of 93 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_bytes309
How it's scored
18/18One-command bootstrap — Makefile, 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 — pyproject.toml ([tool.ruff])
11/11Static type checking — gear/gear/py.typed, hail/python/hailtop/py.typed, services/ui/tsconfig.json, web_common/web_common/py.typed
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 7 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — no 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_share0.07
toolchain_manifests—
dependency_bot_commit_share0
How it's scored
27/45Type-checkable code — Python 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 sizes — 37/1,596 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes221,050
source_files_sampled1,596
oversized_source_files37
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 examples — cookbook, 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

1,072GitHub stars
83contributors
430commits, last 12 months
0days since last push
100releases
3bus factor
297open 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 (killed by SIGKILL — most likely the container's memory limit; 2026/09/17 10:45:37 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks

More detail

Star and fork history 0 ★ / 265 ⇿
0Stars
265Forks
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.

05010015020025030026182016-062021-072026-08
Major 0Minor 0Patch 98

Each point covers 10 days.

All dependencies 789

Full resolved dependency set from the GitHub dependency graph: 0 direct and 789 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmdom-accessibility-api0.5.16indirect
npmdompurify3.4.15indirect
npmdrange1.1.1indirect
npmdunder-proto1.0.1indirect
npmentities6.0.1indirect
npmes-define-property1.0.1indirect
npmes-errors1.3.0indirect
npmes-module-lexer2.3.2indirect
npmes-object-atoms1.1.2indirect
npmes-set-tostringtag2.1.0indirect
npmes-toolkit1.52.0indirect
npmesbuild0.28.2indirect
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
npmfsevents2.3.3indirect
npmfunction-bind1.1.2indirect
npmget-intrinsic1.3.0indirect
npmget-proto1.0.1indirect
npmgopd1.2.0indirect
npmhas-property-descriptors1.0.2indirect
npmhas-symbols1.1.0indirect
npmhas-tostringtag1.0.2indirect
npmhasown2.0.4indirect
npmhast-util-parse-selector4.0.0indirect
npmhastscript9.0.1indirect
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
npmiconv-lite0.6.3indirect
npmieee7541.2.1indirect
npmimmer11.1.18indirect
npmimmutable5.1.9indirect
npminherits2.0.4indirect
npminternmap2.0.3indirect
npminterval-tree-1d1.0.4indirect
npminvariant2.2.4indirect
npmis-alphabetical2.0.1indirect
npmis-alphanumerical2.0.1indirect
npmis-callable1.2.7indirect
npmis-decimal2.0.1indirect
npmis-hexadecimal2.0.1indirect
npmis-potential-custom-element-name1.0.1indirect
npmis-typed-array1.1.15indirect
npmisarray2.0.5indirect
npmisoformat0.2.1indirect
npmjs-file-download0.4.12indirect
npmjs-tokens4.0.0indirect
npmjs-yaml4.3.1indirect
npmjsdom25.0.1indirect
npmlightningcss1.33.0indirect
npmlightningcss-android-arm641.33.0indirect
npmlightningcss-darwin-arm641.33.0indirect
npmlightningcss-darwin-x641.33.0indirect
npmlightningcss-freebsd-x641.33.0indirect
npmlightningcss-linux-arm-gnueabihf1.33.0indirect
npmlightningcss-linux-arm64-gnu1.33.0indirect
npmlightningcss-linux-arm64-musl1.33.0indirect
npmlightningcss-linux-x64-gnu1.33.0indirect
npmlightningcss-linux-x64-musl1.33.0indirect
npmlightningcss-win32-arm64-msvc1.33.0indirect
npmlightningcss-win32-x64-msvc1.33.0indirect
npmlodash4.18.1indirect
npmlodash.debounce4.0.8indirect
npmloose-envify1.4.0indirect
npmlowlight1.20.0indirect
npmlru-cache10.4.3indirect
npmlz-string1.5.0indirect
npmmagic-string0.30.21indirect
npmmath-intrinsics1.1.0indirect
npmmime-db1.52.0indirect
npmmime-types2.1.35indirect
npmminim0.23.8indirect
npmminimatch10.2.6indirect
npmms2.1.3indirect
npmnanoid3.3.19indirect
npmneotraverse1.0.1indirect
npmnode-abort-controller3.1.1indirect
npmnode-addon-api8.9.2indirect
npmnode-gyp-build4.8.4indirect
npmnwsapi2.2.27indirect
npmobject-assign4.1.1indirect
npmobug2.2.1indirect
npmopenapi-path-templating2.2.1indirect
npmopenapi-server-url-templating1.3.0indirect
npmparse-entities4.0.2indirect
npmparse57.3.0indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.7indirect
npmpossible-typed-array-names1.1.0indirect
npmpostcss8.5.28indirect
npmpretty-format27.5.1indirect
npmprismjs1.30.0indirect
npmprop-types15.8.1indirect
npmproperty-information7.2.0indirect
npmproxy-from-env2.1.0indirect
npmpunycode2.3.1indirect
npmquerystringify2.2.0indirect
npmramda0.30.1indirect
npmramda-adjunct5.1.0indirect
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
npmreact-inspector6.0.2indirect
npmreact-is16.13.1indirect
npmreact-is17.0.2indirect
npmreact-is19.3.0indirect
npmreact-redux9.3.0indirect
npmreact-syntax-highlighter16.1.1indirect
npmrecharts3.10.1indirect
npmredux5.0.1indirect
npmredux-thunk3.1.0indirect
npmrefractor5.0.0indirect
npmremarkable2.0.1indirect
npmrepeat-string1.6.1indirect
npmrequires-port1.0.0indirect
npmreselect5.2.0indirect
npmret0.2.2indirect
npmrobust-predicates3.0.3indirect
npmrolldown1.2.8indirect
npmrrweb-cssom0.7.1indirect
npmrrweb-cssom0.8.0indirect
npmrw1.3.3indirect
npmsafe-buffer5.2.1indirect
npmsafer-buffer2.1.2indirect
npmsaxes6.0.0indirect
npmscheduler0.23.2indirect
npmserialize-error8.1.0indirect
npmset-function-length1.2.2indirect
npmsha.js2.4.12indirect
npmshort-unique-id5.3.2indirect
npmsiginfo2.0.0indirect
npmsource-map-js1.2.1indirect
npmspace-separated-tokens2.0.2indirect
npmsprintf-js1.0.3indirect
npmstackback0.0.2indirect
npmstd-env4.2.0indirect
npmswagger-client3.38.0indirect
npmswagger-ui-react5.32.15indirect
npmsymbol-tree3.2.4indirect
npmtiny-invariant1.3.3indirect
npmtinybench2.9.0indirect
npmtinyexec1.3.1indirect
npmtinyglobby0.2.17indirect
npmtinyrainbow3.1.1indirect
npmtldts6.1.86indirect
npmtldts-core6.1.86indirect
npmto-buffer1.2.2indirect
npmtoggle-selection1.0.6indirect
npmtough-cookie5.1.2indirect
npmtr465.1.1indirect
npmtree-sitter0.21.1indirect
npmtree-sitter0.22.4indirect
npmtree-sitter-json0.24.8indirect
npmts-mixer6.0.4indirect
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-store1.7.0indirect
npmvictory-vendor37.3.6indirect
npmvite8.3.0indirect
npmvitest4.1.11indirect
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
npmws8.21.3indirect
npmxml1.0.1indirect
npmxml-but-prettier1.0.1indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmzenscroll4.0.2indirect
PyPIaiodns—indirect
PyPIaiodns2.0.0indirect
PyPIaiodocker—indirect
PyPIaiodocker0.27.0indirect
PyPIaiohappyeyeballs2.7.1indirect
PyPIaiohttp—indirect
PyPIaiohttp3.14.3indirect
PyPIaiohttp-devtools—indirect
PyPIaiohttp-devtools1.1.2indirect
PyPIaiohttp-jinja2—indirect
PyPIaiohttp-jinja21.6indirect
PyPIaiohttp-session—indirect
PyPIaiohttp-session2.12.1indirect
PyPIaiomysql—indirect
PyPIaiomysql0.3.2indirect
PyPIaiorwlock—indirect
PyPIaiorwlock1.5.1indirect
PyPIaiosignal1.4.0indirect
PyPIalabaster0.7.16indirect
PyPIannotated-doc0.0.5indirect
PyPIanyio4.14.2indirect
PyPIanyio4.15.1indirect
PyPIargon2-cffi25.1.0indirect
PyPIargon2-cffi-bindings26.1.0indirect
PyPIarrow1.4.0indirect
PyPIastroid3.3.11indirect
PyPIasttokens2.4.1indirect
PyPIasync-lru2.3.0indirect
PyPIasync-timeout—indirect
PyPIasync-timeout5.0.1indirect
PyPIattrs26.1.0indirect
PyPIavro—indirect
PyPIavro1.11.5indirect
PyPIazure-common1.1.28indirect
PyPIazure-core1.41.0indirect
PyPIazure-identity—indirect
PyPIazure-identity1.25.3indirect
PyPIazure-mgmt-core1.6.0indirect
PyPIazure-mgmt-storage20.1.0indirect
PyPIazure-storage-blob—indirect
PyPIazure-storage-blob12.30.1indirect
PyPIbabel2.18.0indirect
PyPIbeautifulsoup44.15.0indirect
PyPIbleach6.4.0indirect
PyPIbokeh—indirect
PyPIbokeh3.10.0indirect
PyPIboto3—indirect
PyPIboto31.43.82indirect
PyPIboto31.43.92indirect
PyPIbotocore—indirect
PyPIbotocore1.43.82indirect
PyPIbotocore1.43.92indirect
PyPIbuild—indirect
PyPIbuild1.1.1indirect
PyPIcertifi2026.7.22indirect
PyPIcffi2.1.1indirect
PyPIcfgv3.5.0indirect
PyPIcharset-normalizer3.5.1indirect
PyPIclick8.5.0indirect
PyPIcomm0.2.3indirect
PyPIcommonmark0.9.2indirect
PyPIcontourpy1.3.3indirect
PyPIcryptography50.0.1indirect
PyPIcurlylint—indirect
PyPIcurlylint0.13.1indirect
PyPIcycler0.12.1indirect
PyPIdebugpy1.8.21indirect
PyPIdecorator—indirect
PyPIdecorator5.3.1indirect
PyPIdefusedxml0.7.1indirect
PyPIdeprecated—indirect
PyPIdeprecated1.2.18indirect
PyPIdevtools0.12.2indirect
PyPIdictdiffer—indirect
PyPIdictdiffer0.10.0indirect
PyPIdill—indirect
PyPIdill0.4.1indirect
PyPIdistlib0.4.3indirect
PyPIdistro1.9.0indirect
PyPIdocutils0.18.1indirect
PyPIentrypoints0.4indirect
PyPIexecnet2.1.2indirect
PyPIexecuting2.2.1indirect
PyPIfastjsonschema2.22.2indirect
PyPIfilelock3.32.4indirect
PyPIfilelock3.32.6indirect
PyPIfonttools4.63.0indirect
PyPIfonttools4.65.0indirect
PyPIfqdn1.5.1indirect
PyPIfrozenlist—indirect
PyPIfrozenlist1.8.0indirect
PyPIfswatch—indirect
PyPIfswatch0.1.1indirect
PyPIgidgethub—indirect
PyPIgidgethub5.4.0indirect
PyPIgoogle-api-core2.34.0indirect
PyPIgoogle-api-core2.36.0indirect
PyPIgoogle-api-python-client2.199.0indirect
PyPIgoogle-api-python-client2.200.0indirect
PyPIgoogle-auth—indirect
PyPIgoogle-auth2.57.0indirect
PyPIgoogle-auth2.58.0indirect
PyPIgoogle-auth-httplib20.4.2indirect
PyPIgoogle-auth-oauthlib—indirect
PyPIgoogle-auth-oauthlib0.8.0indirect
PyPIgoogle-cloud-core2.7.0indirect
PyPIgoogle-cloud-profiler—indirect
PyPIgoogle-cloud-profiler4.1.0indirect
PyPIgoogle-cloud-storage—indirect
PyPIgoogle-cloud-storage3.14.1indirect
PyPIgoogle-crc32c1.8.0indirect
PyPIgoogle-resumable-media2.10.2indirect
PyPIgoogleapis-common-protos1.75.2indirect
PyPIgoogleapis-common-protos1.75.3indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttplib20.32.0indirect
PyPIhttpx0.28.1indirect
PyPIhumanize—indirect
PyPIhumanize4.16.0indirect
PyPIidentify2.6.19indirect
PyPIidna3.19indirect
PyPIimagesize2.0.1indirect
PyPIiniconfig2.3.0indirect
PyPIipykernel6.29.5indirect
PyPIipython9.17.0indirect
PyPIipython9.17.1indirect
PyPIipython-genutils0.2.0indirect
PyPIipython-pygments-lexers1.1.1indirect
PyPIipywidgets8.1.9indirect
PyPIisodate0.7.2indirect
PyPIisoduration20.11.0indirect
PyPIisort6.1.0indirect
PyPIjanus—indirect
PyPIjanus1.0.0indirect
PyPIjedi0.20.0indirect
PyPIjinja23.1.6indirect
PyPIjmespath1.1.0indirect
PyPIjproperties—indirect
PyPIjproperties2.1.2indirect
PyPIjson50.15.0indirect
PyPIjsonpointer3.1.1indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIjupyter—indirect
PyPIjupyter1.1.1indirect
PyPIjupyter-builder1.2.2indirect
PyPIjupyter-builder1.2.3indirect
PyPIjupyter-client7.4.9indirect
PyPIjupyter-console6.6.3indirect
PyPIjupyter-core5.9.1indirect
PyPIjupyter-events0.12.1indirect
PyPIjupyter-lsp2.3.1indirect
PyPIjupyter-server2.21.0indirect
PyPIjupyter-server-terminals0.5.4indirect
PyPIjupyterlab4.6.3indirect
PyPIjupyterlab-pygments0.3.0indirect
PyPIjupyterlab-server2.28.0indirect
PyPIjupyterlab-widgets3.0.17indirect
PyPIkiwisolver1.5.1indirect
PyPIkubernetes-asyncio—indirect
PyPIkubernetes-asyncio19.15.1indirect
PyPIlark1.3.1indirect
PyPIlibsass—indirect
PyPIlibsass0.23.0indirect
PyPImarkupsafe3.0.3indirect
PyPImatplotlib—indirect
PyPImatplotlib3.11.1indirect
PyPImatplotlib-inline0.2.2indirect
PyPImccabe0.7.0indirect
PyPImistune3.3.4indirect
PyPImock—indirect
PyPImock5.1.0indirect
PyPImsal1.38.0indirect
PyPImsal-extensions1.3.1indirect
PyPImsrest0.7.1indirect
PyPImultidict6.7.1indirect
PyPImultidict6.8.0indirect
PyPInarwhals2.25.0indirect
PyPInarwhals2.26.0indirect
PyPInbclassic1.3.3indirect
PyPInbclient0.11.0indirect
PyPInbconvert—indirect
PyPInbconvert7.17.1indirect
PyPInbformat5.11.1indirect
PyPInbsphinx—indirect
PyPInbsphinx0.9.8indirect
PyPInest-asyncio—indirect
PyPInest-asyncio1.6.0indirect
PyPInodeenv1.10.0indirect
PyPInodejs-wheel-binaries24.19.0indirect
PyPInotebook—indirect
PyPInotebook6.5.7indirect
PyPInotebook-shim0.2.4indirect
PyPInumpy—indirect
PyPInumpy2.5.2indirect
PyPInumpy2.5.3indirect
PyPIoauthlib3.3.1indirect
PyPIopentelemetry-api1.44.0indirect
PyPIorjson—indirect
PyPIorjson3.12.0indirect
PyPIpackaging26.3indirect
PyPIpandas—indirect
PyPIpandas2.3.3indirect
PyPIpandocfilters1.5.1indirect
PyPIparsimonious—indirect
PyPIparsimonious0.11.0indirect
PyPIparso0.8.7indirect
PyPIparsy1.1.0indirect
PyPIpathspec0.12.1indirect
PyPIpexpect4.9.0indirect
PyPIpillow12.3.0indirect
PyPIplatformdirs4.11.5indirect
PyPIplatformdirs4.11.8indirect
PyPIplotly—indirect
PyPIplotly5.24.1indirect
PyPIpluggy1.6.0indirect
PyPIpre-commit—indirect
PyPIpre-commit3.8.0indirect
PyPIprometheus-async—indirect
PyPIprometheus-async19.2.0indirect
PyPIprometheus-client0.26.0indirect
PyPIprompt-toolkit3.0.53indirect
PyPIpropcache0.5.2indirect
PyPIproto-plus1.28.4indirect
PyPIprotobuf7.36.0indirect
PyPIprotobuf7.36.1indirect
PyPIpsutil7.2.2indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpure-eval0.2.4indirect
PyPIpy4j0.10.9.7indirect
PyPIpy4j0.10.9.9indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycares5.0.1indirect
PyPIpycparser3.0indirect
PyPIpygments2.21.0indirect
PyPIpyjwt2.13.0indirect
PyPIpylint—indirect
PyPIpylint3.3.9indirect
PyPIpymysql—indirect
PyPIpymysql1.2.0indirect
PyPIpyparsing3.3.2indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpyright—indirect
PyPIpyright1.1.411indirect
PyPIpyright1.1.414indirect
PyPIpyspark3.5.3indirect
PyPIpyspark4.1.2indirect
PyPIpytest—indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio—indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-html—indirect
PyPIpytest-html4.2.0indirect
PyPIpytest-instafail—indirect
PyPIpytest-instafail0.5.0indirect
PyPIpytest-metadata3.1.1indirect
PyPIpytest-mock—indirect
PyPIpytest-mock3.15.1indirect
PyPIpytest-runner—indirect
PyPIpytest-timeout—indirect
PyPIpytest-timeout2.4.0indirect
PyPIpytest-timestamper—indirect
PyPIpytest-timestamper0.0.10indirect
PyPIpytest-xdist—indirect
PyPIpytest-xdist3.8.0indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.5.3indirect
PyPIpython-discovery1.6.0indirect
PyPIpython-json-logger—indirect
PyPIpython-json-logger2.0.7indirect
PyPIpytz2026.3.post1indirect
PyPIpyyaml—indirect
PyPIpyyaml6.0.3indirect
PyPIpyzmq27.2.0indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.7.19indirect
PyPIregex2026.9.10indirect
PyPIrequests2.34.2indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrfc3339-validator0.1.4indirect
PyPIrfc3986-validator0.1.1indirect
PyPIrfc3987-syntax1.1.0indirect
PyPIrich—indirect
PyPIrich12.6.0indirect
PyPIrpds-py2026.6.3indirect
PyPIruff—indirect
PyPIruff0.11.13indirect
PyPIs3transfer0.19.2indirect
PyPIscipy—indirect
PyPIscipy1.18.1indirect
PyPIsend2trash2.1.0indirect
PyPIsetuptools—indirect
PyPIsetuptools84.0.0indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsnowballstemmer3.1.1indirect
PyPIsortedcontainers—indirect
PyPIsortedcontainers2.4.0indirect
PyPIsoupsieve2.9.2indirect
PyPIsphinx—indirect
PyPIsphinx6.2.1indirect
PyPIsphinx-autodoc-typehints1.23.0indirect
PyPIsphinx-rtd-theme—indirect
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-katex—indirect
PyPIsphinxcontrib-katex0.9.11indirect
PyPIsphinxcontrib-qthelp2.0.0indirect
PyPIsphinxcontrib-serializinghtml2.0.0indirect
PyPIstack-data0.6.3indirect
PyPItabulate—indirect
PyPItabulate0.10.0indirect
PyPItenacity9.1.4indirect
PyPIterminado0.18.1indirect
PyPItinycss21.5.1indirect
PyPItoml0.10.2indirect
PyPItomlkit0.15.1indirect
PyPItornado6.5.8indirect
PyPItraitlets5.16.1indirect
PyPItyper—indirect
PyPItyper0.24.2indirect
PyPItypes-chardet—indirect
PyPItypes-chardet5.0.4.6indirect
PyPItypes-decorator—indirect
PyPItypes-decorator5.2.0.20260712indirect
PyPItypes-deprecated—indirect
PyPItypes-deprecated1.3.1.20260728indirect
PyPItypes-pymysql—indirect
PyPItypes-pymysql1.2.0.20260807indirect
PyPItypes-python-dateutil—indirect
PyPItypes-python-dateutil2.9.0.20260807indirect
PyPItypes-pyyaml—indirect
PyPItypes-pyyaml6.0.12.20260815indirect
PyPItypes-pyyaml6.0.12.20260906indirect
PyPItypes-requests—indirect
PyPItypes-requests2.31.0.6indirect
PyPItypes-setuptools—indirect
PyPItypes-setuptools84.0.0.20260812indirect
PyPItypes-six—indirect
PyPItypes-six1.17.0.20260724indirect
PyPItypes-tabulate—indirect
PyPItypes-tabulate0.10.0.20260508indirect
PyPItypes-urllib3—indirect
PyPItypes-urllib31.26.25.14indirect
PyPItyping-extensions4.16.0indirect
PyPItzdata2026.3indirect
PyPIuri-template1.3.0indirect
PyPIuritemplate4.2.0indirect
PyPIurllib32.7.0indirect
PyPIuv—indirect
PyPIuv0.11.33indirect
PyPIuv-build—indirect
PyPIuv-build0.11.33indirect
PyPIuvloop0.22.1indirect
PyPIvirtualenv21.7.5indirect
PyPIvirtualenv21.7.9indirect
PyPIwatchfiles1.2.0indirect
PyPIwcwidth0.8.2indirect
PyPIwcwidth0.8.3indirect
PyPIwebcolors25.10.0indirect
PyPIwebencodings0.6.1indirect
PyPIwebsocket-client1.9.0indirect
PyPIwebsocket-client1.9.2indirect
PyPIwheel—indirect
PyPIwidgetsnbextension4.0.16indirect
PyPIwrapt1.17.3indirect
PyPIxyzservices2026.3.0indirect
PyPIxyzservices2026.9.1indirect
PyPIyarl1.24.5indirect
PyPIzulip—indirect
PyPIzulip0.9.1indirect
Dependency advisories 2

This repository publishes no package the index resolves, so its own dependency graph was assessed — 703 packages, which also include development and test pins that never ship: 2 carry known advisories, of which 0 are direct. 86 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
js-yaml4.3.1indirecthigh14.3.2
pyspark3.5.3indirectmoderate13.5.8

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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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 v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.