Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-21 16:01 UTC

sparkutils / quality

A Quality Spark DQ and transformation Library

ScalaApache-2.0★ 5 stars⑂ 6 forkssince Nov 2022View on GitHub ↗

sparkutils/quality holds a health index of 60 out of 100, placing it in the Moderate band. It scores highest on Vitality (88/100) and lowest on Community & Adoption (32/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.

60
overall / 100
Moderate

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.

60
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 57 is calibrated to 60 on the published index scale (record calibration 2026-08-02).

Ownership

sparkutilsOrganization
0 followers18 public repossince Nov 2022

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

Metrics by category

Vitality

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

88Excellent · 21% of overall
How it's scored
36/36Push recency — last push 3 days ago
26.3/36Commit cadence — 38/52 weeks with commits
18/18Commit volume — 517 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year517
human_commit_share1
days_since_last_push3
active_weeks_last_year38
How it's scored
27/27Ships releases — 10 releases published
36/36Release recency — latest release 33 days ago
12.6/27Release cadence — a release every ~143.3 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count10
latest_release_tagv0.2.1
releases_from_tagsno
days_since_latest_release33
mean_days_between_releases143.3
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

32At Risk · 17% of overall
How it's scored
9.8/60Stars — 5 stars
5.8/25Forks — 6 forks
0/15Watchers — 1 watchers
Inputs used
forks6
stars5
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Sustainability & Governance

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

35Weak · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
2.7/13.5Contributor breadth — 2 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.999
How it's scored
37.1/42Issue resolution — 88% of issues closed
6/30PR acceptance — 1/5 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 1/29 approved changesets -- score normalized to 0
Inputs used
merged_prs1
open_issues17
closed_issues129
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio0.884
closed_unmerged_prs4
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
0/25Owner reach — 0 followers of sparkutils
17.1/25Track record — 18 public repos, account ~3 yr old
Inputs used
followers0
owner_typeOrganization
is_verifiedno
owner_loginsparkutils
public_repos18
account_age_days1,421

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://sparkutils.github.io/quality/
10/10Repository description
10/10Topics — 6 topics
10/10Wiki
Inputs used
topicsdata-ingestion, data-quality, databricks, lambda, spark, data-transformation
has_wikiyes
homepagehttps://sparkutils.github.io/quality/
docs_sitehttps://sparkutils.github.io/quality/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

47Weak · 16% of overall
How it's scored
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 1 out of 1 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/29 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 121 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3.4
Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. 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
advisories285
affected_packages20
assessed_packages89
unassessed_packages25
affected_by_severitycritical 5, high 11, moderate 3, 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 89 resolved dependencies against OSV. 25 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.

53Moderate · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 92 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.92
agent_instruction_files—
agent_instruction_max_bytes—
How it's scored
12.6/18One-command bootstrap — api/pom.xml, api_stub/pom.xml, connect_api/pom.xml (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Scala (statically typed)
0/10Reproducible environment
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles—
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configs—
agent_commit_share0
toolchain_manifestsapi/pom.xml, api_stub/pom.xml, connect_api/pom.xml, core/pom.xml, pom.xml, server/pom.xml, shared_server/pom.xml, testShades/pom.xml
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Scala (statically typed)
54.7/55Manageable file sizes — 2/349 source files over 60KB
Inputs used
primary_languageScala
largest_source_bytes89,899
source_files_sampled349
oversized_source_files2

Key facts

5GitHub stars
2contributors
517commits, last 12 months
3days since last push
10releases
1bus factor
17open issues
Maven, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'quality_mkdocs' from its registry

More detail

Star and fork history 0 ★ / 6 ⇿
0Stars
6Forks
5Releases

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.

23456622023-072024-122026-05
Major 0Minor 1Patch 2

Each point covers 3 days.

OpenSSF Scorecard 3.4 / 10
3.4aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-10-21 16:01 UTC

9Binary-Artifactsbinaries present in source code
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests1 out of 1 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/29 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities121 existing vulnerabilities detected
Direct dependencies 35
RegistryPackageVersion constraintManifest
Mavencom.sparkutils:quality_connect_api_${dbrCompatVersion}${sparkCompatVersion}_${scalaCompatVersion}${revision}api/pom.xml
Mavencom.sparkutils:quality_core_${dbrCompatVersion}${sparkCompatVersion}_${scalaCompatVersion}${revision}api_stub/pom.xml
Mavencom.sparkutils:shim_runtime_${shimRuntime}_${sparkCompatVersion}_${scalaCompatVersion}${shimRuntimeVersion}connect_api/pom.xml
Mavencom.sparkutils:quality_api_stub_${dbrCompatVersion}${sparkCompatVersion}_${scalaCompatVersion}${revision}connect_api/pom.xml
Mavencom.sparkutils:quality_core_${dbrCompatVersion}${sparkCompatVersion}_${scalaCompatVersion}${revision}connect_api/pom.xml
Mavenorg.apache.commons:commons-rng-simple${rngVersion}connect_api/pom.xml
Maven${framelessOrg}:frameless-dataset${framelessCompatVersion}_${scalaCompatVersion}${framelessVersion}connect_api/pom.xml
Maven${framelessOrg}:frameless-core${framelessCoreCompatVersion}_${scalaCompatVersion}${framelessVersion}connect_api/pom.xml
Maven${framelessOrg}:frameless-ml${framelessCompatVersion}_${scalaCompatVersion}${framelessVersion}connect_api/pom.xml
Maven${framelessOrg}:frameless-cats${framelessCompatVersion}_${scalaCompatVersion}${framelessVersion}connect_api/pom.xml
Mavencom.chuusai:shapeless_${scalaCompatVersion}${shapelessVersion}connect_api/pom.xml
Mavenorg.scala-lang.modules:scala-collection-compat_${scalaCompatVersion}${scalaCollectionCompatVersion}connect_api/pom.xml
Mavencom.sparkutils:shim_runtime_${shimRuntime}_${sparkCompatVersion}_${scalaCompatVersion}${shimRuntimeVersion}server/pom.xml
Mavencom.sparkutils:testing-runtime_${dbrCompatVersion}${sparkCompatVersion}_${scalaCompatVersion}${testingVersion}server/pom.xml
Mavencom.sparkutils:quality_server_shared_${dbrCompatVersion}${sparkCompatVersion}_${scalaCompatVersion}${revision}server/pom.xml
Mavennet.openhft:zero-allocation-hashing${zeroAllocHashingVersion}server/pom.xml
Mavenorg.apache.commons:commons-rng-client-api${rngVersion}server/pom.xml
Mavenorg.apache.commons:commons-rng-core${rngVersion}server/pom.xml
Mavenorg.apache.commons:commons-rng-simple${rngVersion}server/pom.xml
Maven${framelessOrg}:frameless-dataset${framelessCompatVersion}_${scalaCompatVersion}${framelessVersion}server/pom.xml
Maven${framelessOrg}:frameless-core${framelessCoreCompatVersion}_${scalaCompatVersion}${framelessVersion}server/pom.xml
Maven${framelessOrg}:frameless-ml${framelessCompatVersion}_${scalaCompatVersion}${framelessVersion}server/pom.xml
Maven${framelessOrg}:frameless-cats${framelessCompatVersion}_${scalaCompatVersion}${framelessVersion}server/pom.xml
Mavenorg.scala-lang.modules:scala-parser-combinators_${scalaCompatVersion}${parserCombinatorVersion}server/pom.xml
Mavencom.chuusai:shapeless_${scalaCompatVersion}${shapelessVersion}server/pom.xml
Mavenorg.yaml:snakeyaml${snakeVersion}server/pom.xml
Mavenorg.scala-lang.modules:scala-collection-compat_${scalaCompatVersion}${scalaCollectionCompatVersion}server/pom.xml
Mavencom.sparkutils:quality_api_${dbrCompatVersion}${sparkCompatVersion}_${scalaCompatVersion}${revision}shared_server/pom.xml
Mavencom.sparkutils:quality_${qualityArtifact}${dbrCompatVersion}${sparkCompatVersion}_${scalaCompatVersion}${project.version}testShades/pom.xml
Mavencom.sparkutils:quality_${dbrCompatVersion}${sparkCompatVersion}_${scalaCompatVersion}${project.version}testShades/pom.xml
Mavenorg.scalatest:scalatest_${scalaCompatVersion}${scalatestVersion}testShades/pom.xml
Mavencom.sparkutils:testing_${dbrCompatVersion}${sparkCompatVersion}_${scalaCompatVersion}${testingVersion}testShades/pom.xml
Mavencom.storm-enroute:scalameter_${scalaCompatVersion}${scalaMeterVersion}testShades/pom.xml
Mavenorg.apache.groovy:groovy-jsr2234.0.26testShades/pom.xml
Mavencom.eed3si9n.jarjarabrams:jarjar-abrams-core_${scalaCompatVersion}${jarjarVersion}testShades/pom.xml
All dependencies 114

Full resolved dependency set from the GitHub dependency graph: 6 direct and 108 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Mavennet.openhft:zero-allocation-hashing—direct
Mavenorg.apache.commons:commons-rng-client-api—direct
Mavenorg.apache.commons:commons-rng-core—direct
Mavenorg.apache.commons:commons-rng-simple—direct
Mavenorg.apache.groovy:groovy-jsr2234.0.26direct
Mavenorg.yaml:snakeyaml—direct
Mavencom.chuusai:shapeless_2.11—indirect
Mavencom.fasterxml.jackson.core:jackson-databind2.9.9indirect
Mavencom.fasterxml.jackson.module:jackson-module-scala_2.112.9.9indirect
Mavencom.globalmentor:hadoop-bare-naked-local-fs—indirect
Mavencom.google.guava:guava15.0indirect
Mavencom.sparkutils:quality_2.4_2.110.1.3.1indirect
Mavencom.sparkutils:shim_compilation_2.4.0.oss_2.4_2.11—indirect
Mavencom.sparkutils:shim_runtime_2.4.0.oss_2.4_2.11—indirect
Mavencom.storm-enroute:scalameter_2.11—indirect
Mavencom.storm-enroute:scalameter_2.110.19indirect
Maveneu.timepit:refined_2.110.9.12indirect
Mavenjunit:junit—indirect
Mavennet.alchim31.maven:scala-maven-plugin—indirect
Mavenorg.apache.maven.plugins:maven-compiler-plugin—indirect
Mavenorg.apache.maven.plugins:maven-dependency-plugin—indirect
Mavenorg.apache.maven.plugins:maven-gpg-plugin3.0.1indirect
Mavenorg.apache.maven.plugins:maven-jar-plugin—indirect
Mavenorg.apache.maven.plugins:maven-javadoc-plugin2.9.1indirect
Mavenorg.apache.maven.plugins:maven-project-info-reports-plugin—indirect
Mavenorg.apache.maven.plugins:maven-scripting-plugin—indirect
Mavenorg.apache.maven.plugins:maven-shade-plugin—indirect
Mavenorg.apache.maven.plugins:maven-site-plugin—indirect
Mavenorg.apache.maven.plugins:maven-source-plugin2.2.1indirect
Mavenorg.apache.maven.plugins:maven-surefire-plugin—indirect
Mavenorg.apache.maven.plugins:maven-surefire-report-plugin—indirect
Mavenorg.apache.spark:spark-avro_2.112.4.6indirect
Mavenorg.apache.spark:spark-hive_2.112.4.6indirect
Mavenorg.apache.spark:spark-sql_2.112.4.6indirect
Mavenorg.codehaus.mojo:build-helper-maven-plugin3.2.0indirect
Mavenorg.codehaus.mojo:flatten-maven-plugin—indirect
Mavenorg.scala-lang.modules:scala-collection-compat_2.11—indirect
Mavenorg.scala-lang.modules:scala-parser-combinators_2.111.1.2indirect
Mavenorg.scala-lang:scala-compiler2.11.12indirect
Mavenorg.scala-lang:scala-library2.11.12indirect
Mavenorg.scalatest:scalatest_2.11—indirect
Mavenorg.scoverage:scoverage-maven-plugin—indirect
Mavenorg.sonatype.central:central-publishing-maven-plugin0.7.0indirect
PyPIbabel2.10indirect
PyPIbeautifulsoup44.9.3indirect
PyPIbrotli1.0.9indirect
PyPIbrotlipy0.7.0indirect
PyPIcairocffi1.2.0indirect
PyPIcairosvg2.5.2indirect
PyPIcertifi2026.7.22indirect
PyPIcffi1.14.3indirect
PyPIchardet3.0.4indirect
PyPIclick8.0.1indirect
PyPIcryptography3.2.1indirect
PyPIcssselect20.4.1indirect
PyPIdefusedxml0.7.1indirect
PyPIfonttools4.37.1indirect
PyPIghp-import2.0.1indirect
PyPIgitdb4.0.7indirect
PyPIgitpython3.1.20indirect
PyPIhtml5lib1.1indirect
PyPIhttplib20.32.0indirect
PyPIidna2.10indirect
PyPIimportlib-metadata4.6.3indirect
PyPIjinja23.1indirect
PyPIlxml4.9.1indirect
PyPImarkdown3.10.3indirect
PyPImarkupsafe2.0.1indirect
PyPImdx-gh-links0.2indirect
PyPImergedeep1.3.4indirect
PyPImike2.2.0indirect
PyPImkdocs1.6.1indirect
PyPImkdocs-git-revision-date-localized-plugin0.9.2indirect
PyPImkdocs-macros-plugin0.7.0indirect
PyPImkdocs-material9.7.7indirect
PyPImkdocs-material-extensions1.3indirect
PyPImkdocs-redirects1.0.3indirect
PyPImkdocs-with-pdf0.9.3indirect
PyPIpackaging21.0indirect
PyPIpillow8.3.1indirect
PyPIpip20.2.4indirect
PyPIplantuml0.3.0indirect
PyPIplantuml-markdown3.4.2indirect
PyPIpycosat0.6.3indirect
PyPIpycparser2.20indirect
PyPIpydyf0.2.0indirect
PyPIpygments2.21.0indirect
PyPIpymdown-extensions11.0.2indirect
PyPIpyopenssl19.1.0indirect
PyPIpyparsing3.3.2indirect
PyPIpyphen0.11.0indirect
PyPIpysocks1.7.1indirect
PyPIpytest-runner5.3.1indirect
PyPIpython-dateutil2.8.2indirect
PyPIpytz2021.1indirect
PyPIpyyaml6.0.1indirect
PyPIpyyaml-env-tag0.1indirect
PyPIrequests2.34.2indirect
PyPIruamel-yaml0.17.16indirect
PyPIsix1.15.0indirect
PyPIsmmap4.0.0indirect
PyPIsoupsieve2.2.1indirect
PyPItermcolor1.1.0indirect
PyPItinycss21.1.0indirect
PyPItqdm4.51.0indirect
PyPItyping-extensions3.10.0.0indirect
PyPIurllib32.7.0indirect
PyPIverspec0.1.0indirect
PyPIwatchdog2.1.3indirect
PyPIweasyprint56.1indirect
PyPIwebencodings0.5.1indirect
PyPIwheel0.35.1indirect
PyPIzipp3.5.0indirect
PyPIzopfli0.2.1indirect
Dependency advisories 20

This repository publishes no package the index resolves, so its own dependency graph was assessed — 89 packages, which also include development and test pins that never ship: 20 carry known advisories, of which 0 are direct. 25 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
cairosvg2.5.2indirectcritical62.9.1
com.fasterxml.jackson.core:jackson-databind2.9.9indirectcritical593.2.3
cryptography3.2.1indirectcritical22300.0.12
gitpython3.1.20indirectcritical673.1.62
pillow8.3.1indirectcritical5827.0.0-beta.2
brotli1.0.9indirecthigh22.13.4
certifi2026.7.22indirecthigh22026.10.19
fonttools4.37.1indirecthigh44.60.2
idna2.10indirecthigh43.15
jinja23.1indirecthigh103.1.6
lxml4.9.1indirecthigh26.1.0
pip20.2.4indirecthigh1626.2.0
soupsieve2.2.1indirecthigh82.9.0
urllib32.7.0indirecthigh62.8.0
weasyprint56.1indirecthigh870.0
wheel0.35.1indirecthigh20.38.1
com.google.guava:guava15.0indirectmoderate332.0.0-android
pyopenssl19.1.0indirectmoderate226.0.0
zipp3.5.0indirectmoderate23.19.1
tqdm4.51.0indirectlow24.66.3

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

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.

The message is kept through sign-in.

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.