Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-23 00:36 UTC
ankane / ruby-polars
Blazingly fast DataFrames for Ruby
ankane/ruby-polars holds a health index of 63 out of 100, placing it in the Moderate band. It scores highest on Vitality (88/100) and lowest on AI Readiness (31/100). It was last updated today. A single contributor accounts for most of its recent work.
63
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
63
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
Andrew KanePersonal account
6,922 followers444 public repossince Mar 2010
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| RubyGems | polars-df | 0.26.1 | - | 238 | 0 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
88
Development activity
88Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 24.2/36 | Commit cadence — 35/52 weeks with commits |
| 18/18 | Commit volume — 1,056 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 1,056 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 35 |
Release discipline
88Excellent
How it's scored
| 16.2/27 | Ships releases — 41 version tags (no GitHub releases) |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~43.8 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 41 |
| latest_release_tag | v0.26.1 |
| releases_from_tags | yes |
| days_since_latest_release | 0 |
| mean_days_between_releases | 43.8 |
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?
62
Popularity & adoption
68Moderate
How it's scored
| 48.6/60 | Stars — 991 stars |
| 13.7/25 | Forks — 45 forks |
| 5.6/15 | Watchers — 11 watchers |
Inputs used
| forks | 45 |
| stars | 991 |
| watchers | 11 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
44At risk
How it's scored
| 22.5/22.5 | README |
| 16.9/22.5 | License — license file present, not a recognized license |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
How it's scored
| 61.4/80 | Total downloads — 808,132 downloads all-time across rubygems |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | polars-df |
| dependents | — |
| ecosystems | rubygems |
| total_downloads | 808,132 |
| monthly_downloads | — |
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
65
Maintainer resilience (bus factor)
26Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0.2/22.5 | Commit distribution — top contributor authored 99% of commits |
| 13.5/13.5 | Contributor breadth — 16 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 16 |
| top_contributor_share | 0.991 |
How it's scored
| 46.3/46.8 | Issue resolution — 99% of issues closed |
| 28.4/38.3 | PR acceptance — 23/31 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 23 |
| open_issues | 1 |
| closed_issues | 102 |
| issue_closed_ratio | 0.99 |
| closed_unmerged_prs | 8 |
Ownership & stewardship
75Good
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 25/25 | Owner reach — 6,922 followers of ankane |
| 25/25 | Track record — 444 public repos, account ~16 yr old |
Inputs used
| followers | 6,922 |
| owner_type | User |
| is_verified | — |
| owner_login | ankane |
| public_repos | 444 |
| account_age_days | 5,977 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on rubygems |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 238 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | polars-df |
| ecosystems | rubygems |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
45
Engineering practices
48At risk
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
40At risk
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 0/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | no |
| homepage | — |
| 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?
47
Security posture
34At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.2/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 3.8/7.5 | Vulnerabilities — 5 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.4 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
Dependency advisories
100Excellent
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 | 5 |
| affected_packages | 4 |
| assessed_packages | 396 |
| unassessed_packages | 32 |
| affected_by_severity | high 1, unknown 3 |
| 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 396 resolved dependencies against OSV. 32 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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
31
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 1.1/40 | Legible commit history — 2 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.02 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 12.6/18 | One-command bootstrap — Cargo.toml, ext/polars/Cargo.toml (toolchain convention, no task runner) |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | Cargo.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | Cargo.toml, ext/polars/Cargo.toml |
| dependency_bot_commit_share | 0 |
Code legibility for models
53Moderate
How it's scored
| 0/45 | Type-checkable code — Ruby without a type-check config |
| 52.8/55 | Manageable file sizes — 10/246 source files over 60KB |
Inputs used
| primary_language | Ruby |
| largest_source_bytes | 299,658 |
| source_files_sampled | 246 |
| oversized_source_files | 10 |
Key facts
991GitHub stars
16contributors
1,056commits, last 12 months
0days since last push
41releases
1bus factor
1open issues
crates.io, RubyGemspackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 45 ⇿
0Stars
45Forks
35Releases
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.
Major 0Minor 25Patch 10
Each point covers 4 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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/30 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 5 | Vulnerabilities | 5 existing vulnerabilities detected |
Direct dependencies 17
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| RubyGems | rake | — | Gemfile |
| RubyGems | rake-compiler | — | Gemfile |
| RubyGems | minitest | — | Gemfile |
| RubyGems | activerecord | — | Gemfile |
| RubyGems | numo-narray-alt | — | Gemfile |
| RubyGems | vega | — | Gemfile |
| RubyGems | bigdecimal | — | Gemfile |
| RubyGems | pg | — | Gemfile |
| RubyGems | mysql2 | — | Gemfile |
| RubyGems | trilogy | — | Gemfile |
| RubyGems | sqlite3 | — | Gemfile |
| RubyGems | tzinfo | — | Gemfile |
| RubyGems | nanoarrow | — | Gemfile |
| RubyGems | deltalake-rb | >= 0.1.4 | Gemfile |
| RubyGems | iceberg | >= 0.10.3 | Gemfile |
| RubyGems | yard | — | Gemfile |
| RubyGems | rdoc | — | Gemfile |
All dependencies 428
Full resolved dependency set from the GitHub dependency graph: 17 direct and 411 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| RubyGems | activerecord | — | direct |
| RubyGems | bigdecimal | — | direct |
| RubyGems | deltalake-rb | — | direct |
| RubyGems | iceberg | — | direct |
| RubyGems | minitest | — | direct |
| RubyGems | mysql2 | — | direct |
| RubyGems | nanoarrow | — | direct |
| RubyGems | numo-narray-alt | — | direct |
| RubyGems | pg | — | direct |
| RubyGems | rake | — | direct |
| RubyGems | rake-compiler | — | direct |
| RubyGems | rdoc | — | direct |
| RubyGems | sqlite3 | — | direct |
| RubyGems | trilogy | — | direct |
| RubyGems | tzinfo | — | direct |
| RubyGems | vega | — | direct |
| RubyGems | yard | — | direct |
| crates.io | addr2line | 0.24.2 | indirect |
| crates.io | adler2 | 2.0.0 | indirect |
| crates.io | adler32 | 1.2.0 | indirect |
| crates.io | ahash | — | indirect |
| crates.io | ahash | 0.8.12 | indirect |
| crates.io | aho-corasick | 1.1.3 | indirect |
| crates.io | alloc-no-stdlib | 2.0.4 | indirect |
| crates.io | alloc-stdlib | 0.2.2 | indirect |
| crates.io | allocator-api2 | 0.2.21 | indirect |
| crates.io | android_system_properties | 0.1.5 | indirect |
| crates.io | argminmax | 0.6.3 | indirect |
| crates.io | array-init-cursor | 0.2.1 | indirect |
| crates.io | arrayref | 0.3.9 | indirect |
| crates.io | arrayvec | 0.7.6 | indirect |
| crates.io | async-channel | 2.3.1 | indirect |
| crates.io | async-stream | 0.3.6 | indirect |
| crates.io | async-stream-impl | 0.3.6 | indirect |
| crates.io | async-trait | 0.1.88 | indirect |
| crates.io | atoi_simd | 0.17.0 | indirect |
| crates.io | atomic-waker | 1.1.2 | indirect |
| crates.io | autocfg | 1.4.0 | indirect |
| crates.io | avro-schema | 0.3.0 | indirect |
| crates.io | backtrace | 0.3.75 | indirect |
| crates.io | base64 | 0.22.1 | indirect |
| crates.io | bincode | 2.0.1 | indirect |
| crates.io | bincode_derive | 2.0.1 | indirect |
| crates.io | bindgen | 0.69.5 | indirect |
| crates.io | bitflags | 2.9.1 | indirect |
| crates.io | blake3 | 1.8.2 | indirect |
| crates.io | block-buffer | 0.10.4 | indirect |
| crates.io | boxcar | 0.2.13 | indirect |
| crates.io | brotli | 8.0.1 | indirect |
| crates.io | brotli-decompressor | 5.0.0 | indirect |
| crates.io | bumpalo | 3.17.0 | indirect |
| crates.io | bytemuck | 1.23.0 | indirect |
| crates.io | bytemuck_derive | 1.9.3 | indirect |
| crates.io | byteorder | 1.5.0 | indirect |
| crates.io | bytes | — | indirect |
| crates.io | bytes | 1.11.1 | indirect |
| crates.io | castaway | 0.2.3 | indirect |
| crates.io | cc | 1.2.23 | indirect |
| crates.io | cexpr | 0.6.0 | indirect |
| crates.io | cfg-if | 1.0.0 | indirect |
| crates.io | cfg_aliases | 0.2.1 | indirect |
| crates.io | chrono | — | indirect |
| crates.io | chrono | 0.4.44 | indirect |
| crates.io | chrono-tz | — | indirect |
| crates.io | chrono-tz | 0.10.4 | indirect |
| crates.io | clang-sys | 1.8.1 | indirect |
| crates.io | comfy-table | 7.1.4 | indirect |
| crates.io | compact_str | 0.9.0 | indirect |
| crates.io | concurrent-queue | 2.5.0 | indirect |
| crates.io | constant_time_eq | 0.3.1 | indirect |
| crates.io | core-foundation | 0.10.0 | indirect |
| crates.io | core-foundation-sys | 0.8.7 | indirect |
| crates.io | cpufeatures | 0.2.17 | indirect |
| crates.io | crc | 2.1.0 | indirect |
| crates.io | crc-catalog | 1.1.1 | indirect |
| crates.io | crc32fast | 1.4.2 | indirect |
| crates.io | crossbeam-channel | 0.5.15 | indirect |
| crates.io | crossbeam-deque | 0.8.6 | indirect |
| crates.io | crossbeam-epoch | 0.9.20 | indirect |
| crates.io | crossbeam-queue | 0.3.12 | indirect |
| crates.io | crossbeam-utils | 0.8.21 | indirect |
| crates.io | crossterm | 0.28.1 | indirect |
| crates.io | crossterm_winapi | 0.9.1 | indirect |
| crates.io | crunchy | 0.2.4 | indirect |
| crates.io | crypto-common | 0.1.6 | indirect |
| crates.io | debug_unsafe | 0.1.3 | indirect |
| crates.io | digest | 0.10.7 | indirect |
| crates.io | displaydoc | 0.2.5 | indirect |
| crates.io | dyn-clone | 1.0.19 | indirect |
| crates.io | either | — | indirect |
| crates.io | either | 1.15.0 | indirect |
| crates.io | equivalent | 1.0.2 | indirect |
| crates.io | errno | 0.3.12 | indirect |
| crates.io | ethnum | 1.5.3 | indirect |
| crates.io | event-listener | 5.4.0 | indirect |
| crates.io | event-listener-strategy | 0.5.4 | indirect |
| crates.io | fallible-streaming-iterator | 0.1.9 | indirect |
| crates.io | fast-float2 | 0.2.3 | indirect |
| crates.io | fastrand | 2.4.1 | indirect |
| crates.io | flate2 | 1.1.1 | indirect |
| crates.io | float-cmp | 0.10.0 | indirect |
| crates.io | fnv | 1.0.7 | indirect |
| crates.io | foldhash | 0.1.5 | indirect |
| crates.io | foldhash | 0.2.0 | indirect |
| crates.io | form_urlencoded | 1.2.1 | indirect |
| crates.io | fs4 | 0.13.1 | indirect |
| crates.io | futures | 0.3.31 | indirect |
| crates.io | futures-channel | 0.3.31 | indirect |
| crates.io | futures-core | 0.3.31 | indirect |
| crates.io | futures-executor | 0.3.31 | indirect |
| crates.io | futures-io | 0.3.31 | indirect |
| crates.io | futures-macro | 0.3.31 | indirect |
| crates.io | futures-sink | 0.3.31 | indirect |
| crates.io | futures-task | 0.3.31 | indirect |
| crates.io | futures-util | 0.3.31 | indirect |
| crates.io | generic-array | 0.14.7 | indirect |
| crates.io | getrandom | 0.2.16 | indirect |
| crates.io | getrandom | 0.3.3 | indirect |
| crates.io | gimli | 0.31.1 | indirect |
| crates.io | glob | 0.3.2 | indirect |
| crates.io | h2 | 0.4.10 | indirect |
| crates.io | half | 2.7.1 | indirect |
| crates.io | halfbrown | 0.4.0 | indirect |
| crates.io | hashbrown | 0.15.5 | indirect |
| crates.io | hashbrown | 0.16.1 | indirect |
| crates.io | heck | 0.5.0 | indirect |
| crates.io | hex | 0.4.3 | indirect |
| crates.io | home | 0.5.11 | indirect |
| crates.io | http | 1.3.1 | indirect |
| crates.io | http-body | 1.0.1 | indirect |
| crates.io | http-body-util | 0.1.3 | indirect |
| crates.io | httparse | 1.10.1 | indirect |
| crates.io | humantime | 2.2.0 | indirect |
| crates.io | hyper | 1.6.0 | indirect |
| crates.io | hyper-rustls | 0.27.5 | indirect |
| crates.io | hyper-util | 0.1.12 | indirect |
| crates.io | iana-time-zone | 0.1.63 | indirect |
| crates.io | iana-time-zone-haiku | 0.1.2 | indirect |
| crates.io | icu_collections | 2.0.0 | indirect |
| crates.io | icu_locale_core | 2.0.0 | indirect |
| crates.io | icu_normalizer | 2.0.0 | indirect |
| crates.io | icu_normalizer_data | 2.0.0 | indirect |
| crates.io | icu_properties | 2.0.1 | indirect |
| crates.io | icu_properties_data | 2.0.1 | indirect |
| crates.io | icu_provider | 2.0.0 | indirect |
| crates.io | idna | 1.0.3 | indirect |
| crates.io | idna_adapter | 1.2.1 | indirect |
| crates.io | indexmap | 2.12.0 | indirect |
| crates.io | ipnet | 2.11.0 | indirect |
| crates.io | itertools | 0.12.1 | indirect |
| crates.io | itertools | 0.14.0 | indirect |
| crates.io | itoa | 1.0.15 | indirect |
| crates.io | jobserver | 0.1.33 | indirect |
| crates.io | js-sys | 0.3.77 | indirect |
| crates.io | jsonpath_lib_polars_vendor | 0.0.1 | indirect |
| crates.io | lazy_static | 1.5.0 | indirect |
| crates.io | lazycell | 1.3.0 | indirect |
| crates.io | libc | 0.2.186 | indirect |
| crates.io | libflate | 1.4.0 | indirect |
| crates.io | libflate_lz77 | 1.2.0 | indirect |
| crates.io | libloading | 0.8.7 | indirect |
| crates.io | libm | 0.2.15 | indirect |
| crates.io | libmimalloc-sys | 0.1.49 | indirect |
| crates.io | libz-rs-sys | 0.5.0 | indirect |
| crates.io | linux-raw-sys | 0.4.15 | indirect |
| crates.io | linux-raw-sys | 0.9.4 | indirect |
| crates.io | litemap | 0.8.0 | indirect |
| crates.io | lock_api | 0.4.12 | indirect |
| crates.io | log | 0.4.27 | indirect |
| crates.io | lru-slab | 0.1.2 | indirect |
| crates.io | lz4 | 1.28.1 | indirect |
| crates.io | lz4-sys | 1.11.1+lz4-1.10.0 | indirect |
| crates.io | magnus | — | indirect |
| crates.io | magnus | 0.8.2 | indirect |
| crates.io | magnus-macros | 0.8.0 | indirect |
| crates.io | md-5 | 0.10.6 | indirect |
| crates.io | memchr | 2.7.4 | indirect |
| crates.io | memmap2 | 0.9.11 | indirect |
| crates.io | mimalloc | — | indirect |
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| crates.io | ntapi | 0.4.3 | indirect |
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| crates.io | num-traits | 0.2.19 | indirect |
| crates.io | objc2-core-foundation | 0.3.2 | indirect |
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| crates.io | object | 0.36.7 | indirect |
| crates.io | object_store | 0.13.1 | indirect |
| crates.io | once_cell | 1.21.3 | indirect |
| crates.io | openssl-probe | 0.1.6 | indirect |
| crates.io | parking | 2.2.1 | indirect |
| crates.io | parking_lot | — | indirect |
| crates.io | parking_lot | 0.12.3 | indirect |
| crates.io | parking_lot_core | 0.9.10 | indirect |
| crates.io | paste | 1.0.15 | indirect |
| crates.io | percent-encoding | 2.3.1 | indirect |
| crates.io | phf | 0.12.1 | indirect |
| crates.io | phf_shared | 0.12.1 | indirect |
| crates.io | pin-project-lite | 0.2.16 | indirect |
| crates.io | pin-utils | 0.1.0 | indirect |
| crates.io | pkg-config | 0.3.32 | indirect |
| crates.io | planus | 1.1.1 | indirect |
| crates.io | polars | 0.54.4 | indirect |
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| crates.io | polars-io | 0.54.4 | indirect |
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| crates.io | polars-lazy | 0.54.4 | indirect |
| crates.io | polars-mem-engine | 0.54.4 | indirect |
| crates.io | polars-ooc | 0.54.4 | indirect |
| crates.io | polars-ops | 0.54.4 | indirect |
| crates.io | polars-parquet | 0.54.4 | indirect |
| crates.io | polars-parquet-format | 0.1.0 | indirect |
| crates.io | polars-plan | 0.54.4 | indirect |
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| crates.io | polars-schema | 0.54.4 | indirect |
| crates.io | polars-sql | 0.54.4 | indirect |
| crates.io | polars-stream | 0.54.4 | indirect |
| crates.io | polars-testing | 0.54.4 | indirect |
| crates.io | polars-time | 0.54.4 | indirect |
| crates.io | polars-utils | 0.54.4 | indirect |
| crates.io | potential_utf | 0.1.2 | indirect |
| crates.io | ppv-lite86 | 0.2.21 | indirect |
| crates.io | proc-macro2 | 1.0.95 | indirect |
| crates.io | psm | 0.1.26 | indirect |
| crates.io | quick-xml | 0.38.4 | indirect |
| crates.io | quinn | 0.11.8 | indirect |
| crates.io | quinn-proto | 0.11.15 | indirect |
| crates.io | quinn-udp | 0.5.12 | indirect |
| crates.io | quote | 1.0.40 | indirect |
| crates.io | r-efi | 5.2.0 | indirect |
| crates.io | rand | 0.9.4 | indirect |
| crates.io | rand_chacha | 0.9.0 | indirect |
| crates.io | rand_core | 0.9.3 | indirect |
| crates.io | rand_distr | 0.5.1 | indirect |
| crates.io | raw-cpuid | 11.5.0 | indirect |
| crates.io | rayon | — | indirect |
| crates.io | rayon | 1.10.0 | indirect |
| crates.io | rayon-core | 1.12.1 | indirect |
| crates.io | rb-sys | — | indirect |
| crates.io | rb-sys | 0.9.124 | indirect |
| crates.io | rb-sys-build | 0.9.124 | indirect |
| crates.io | rb-sys-env | 0.2.2 | indirect |
| crates.io | recursive | 0.1.1 | indirect |
| crates.io | recursive-proc-macro-impl | 0.1.1 | indirect |
| crates.io | redox_syscall | 0.5.12 | indirect |
| crates.io | ref-cast | 1.0.24 | indirect |
| crates.io | ref-cast-impl | 1.0.24 | indirect |
| crates.io | regex | — | indirect |
| crates.io | regex | 1.11.1 | indirect |
| crates.io | regex-automata | 0.4.9 | indirect |
| crates.io | regex-syntax | 0.8.5 | indirect |
| crates.io | reqwest | 0.12.15 | indirect |
| crates.io | ring | 0.17.14 | indirect |
| crates.io | rle-decode-fast | 1.0.3 | indirect |
| crates.io | rmp | 0.8.14 | indirect |
| crates.io | rmp-serde | 1.3.0 | indirect |
| crates.io | rustc-demangle | 0.1.24 | indirect |
| crates.io | rustc-hash | 1.1.0 | indirect |
| crates.io | rustc-hash | 2.1.1 | indirect |
| crates.io | rustix | 0.38.44 | indirect |
| crates.io | rustix | 1.0.7 | indirect |
| crates.io | rustls | 0.23.27 | indirect |
| crates.io | rustls-native-certs | 0.8.1 | indirect |
| crates.io | rustls-pemfile | 2.2.0 | indirect |
| crates.io | rustls-pki-types | 1.12.0 | indirect |
| crates.io | rustls-webpki | 0.103.13 | indirect |
| crates.io | rustversion | 1.0.20 | indirect |
| crates.io | ryu | 1.0.20 | indirect |
| crates.io | same-file | 1.0.6 | indirect |
| crates.io | schannel | 0.1.27 | indirect |
| crates.io | scopeguard | 1.2.0 | indirect |
| crates.io | security-framework | 3.2.0 | indirect |
| crates.io | security-framework-sys | 2.14.0 | indirect |
| crates.io | seq-macro | 0.3.6 | indirect |
| crates.io | serde | 1.0.228 | indirect |
| crates.io | serde_core | 1.0.228 | indirect |
| crates.io | serde_derive | 1.0.228 | indirect |
| crates.io | serde_json | — | indirect |
| crates.io | serde_json | 1.0.140 | indirect |
| crates.io | serde_stacker | 0.1.12 | indirect |
| crates.io | serde_urlencoded | 0.7.1 | indirect |
| crates.io | sha2 | 0.10.9 | indirect |
| crates.io | shell-words | 1.1.0 | indirect |
| crates.io | shlex | 1.3.0 | indirect |
| crates.io | signal-hook | 0.4.3 | indirect |
| crates.io | signal-hook-registry | 1.4.5 | indirect |
| crates.io | simd-json | 0.17.0 | indirect |
| crates.io | simdutf8 | 0.1.5 | indirect |
| crates.io | siphasher | 1.0.1 | indirect |
| crates.io | slab | 0.4.9 | indirect |
| crates.io | slotmap | 1.0.7 | indirect |
| crates.io | smallvec | 1.15.0 | indirect |
| crates.io | snap | 1.1.1 | indirect |
| crates.io | socket2 | 0.5.9 | indirect |
| crates.io | sqlparser | 0.60.0 | indirect |
| crates.io | sqlparser_derive | 0.4.0 | indirect |
| crates.io | stable_deref_trait | 1.2.0 | indirect |
| crates.io | stacker | 0.1.21 | indirect |
| crates.io | static_assertions | 1.1.0 | indirect |
| crates.io | streaming-decompression | 0.1.2 | indirect |
| crates.io | streaming-iterator | 0.1.9 | indirect |
| crates.io | strength_reduce | 0.2.4 | indirect |
| crates.io | strum | 0.27.2 | indirect |
| crates.io | strum_macros | 0.27.2 | indirect |
| crates.io | subtle | 2.6.1 | indirect |
| crates.io | syn | 2.0.101 | indirect |
| crates.io | sync_wrapper | 1.0.2 | indirect |
| crates.io | synstructure | 0.13.2 | indirect |
| crates.io | sysinfo | 0.37.2 | indirect |
| crates.io | thiserror | 2.0.12 | indirect |
| crates.io | thiserror-impl | 2.0.12 | indirect |
| crates.io | thread_local | 1.1.9 | indirect |
| crates.io | tikv-jemalloc-sys | 0.7.1+5.3.1-0-g81034ce1f1373e37dc865038e1bc8eeecf559ce8 | indirect |
| crates.io | tikv-jemallocator | — | indirect |
| crates.io | tikv-jemallocator | 0.7.0 | indirect |
| crates.io | tinystr | 0.8.1 | indirect |
| crates.io | tinyvec | 1.9.0 | indirect |
| crates.io | tinyvec_macros | 0.1.1 | indirect |
| crates.io | tokio | 1.45.0 | indirect |
| crates.io | tokio-macros | 2.5.0 | indirect |
| crates.io | tokio-rustls | 0.26.2 | indirect |
| crates.io | tokio-util | 0.7.15 | indirect |
| crates.io | tower | 0.5.2 | indirect |
| crates.io | tower-layer | 0.3.3 | indirect |
| crates.io | tower-service | 0.3.3 | indirect |
| crates.io | tracing | 0.1.41 | indirect |
| crates.io | tracing-attributes | 0.1.28 | indirect |
| crates.io | tracing-core | 0.1.33 | indirect |
| crates.io | try-lock | 0.2.5 | indirect |
| crates.io | typenum | 1.18.0 | indirect |
| crates.io | unicode-ident | 1.0.18 | indirect |
| crates.io | unicode-normalization | 0.1.24 | indirect |
| crates.io | unicode-reverse | 1.0.9 | indirect |
| crates.io | unicode-segmentation | 1.12.0 | indirect |
| crates.io | unicode-width | 0.2.0 | indirect |
| crates.io | untrusted | 0.9.0 | indirect |
| crates.io | unty | 0.0.4 | indirect |
| crates.io | url | 2.5.4 | indirect |
| crates.io | utf8_iter | 1.0.4 | indirect |
| crates.io | uuid | 1.16.0 | indirect |
| crates.io | value-trait | 0.12.1 | indirect |
| crates.io | version_check | 0.9.5 | indirect |
| crates.io | virtue | 0.0.18 | indirect |
| crates.io | walkdir | 2.5.0 | indirect |
| crates.io | want | 0.3.1 | indirect |
| crates.io | wasi | 0.11.0+wasi-snapshot-preview1 | indirect |
| crates.io | wasi | 0.14.2+wasi-0.2.4 | indirect |
| crates.io | wasm-bindgen | 0.2.100 | indirect |
| crates.io | wasm-bindgen-backend | 0.2.100 | indirect |
| crates.io | wasm-bindgen-futures | 0.4.50 | indirect |
| crates.io | wasm-bindgen-macro | 0.2.100 | indirect |
| crates.io | wasm-bindgen-macro-support | 0.2.100 | indirect |
| crates.io | wasm-bindgen-shared | 0.2.100 | indirect |
| crates.io | wasm-streams | 0.4.2 | indirect |
| crates.io | web-sys | 0.3.77 | indirect |
| crates.io | web-time | 1.1.0 | indirect |
| crates.io | winapi | 0.3.9 | indirect |
| crates.io | winapi-i686-pc-windows-gnu | 0.4.0 | indirect |
| crates.io | winapi-util | 0.1.9 | indirect |
| crates.io | winapi-x86_64-pc-windows-gnu | 0.4.0 | indirect |
| crates.io | windows | 0.61.3 | indirect |
| crates.io | windows-collections | 0.2.0 | indirect |
| crates.io | windows-core | 0.61.2 | indirect |
| crates.io | windows-future | 0.2.1 | indirect |
| crates.io | windows-implement | 0.60.0 | indirect |
| crates.io | windows-interface | 0.59.1 | indirect |
| crates.io | windows-link | 0.1.3 | indirect |
| crates.io | windows-link | 0.2.1 | indirect |
| crates.io | windows-numerics | 0.2.0 | indirect |
| crates.io | windows-registry | 0.4.0 | indirect |
| crates.io | windows-result | 0.3.4 | indirect |
| crates.io | windows-strings | 0.3.1 | indirect |
| crates.io | windows-strings | 0.4.2 | indirect |
| crates.io | windows-sys | 0.52.0 | indirect |
| crates.io | windows-sys | 0.59.0 | indirect |
| crates.io | windows-targets | 0.52.6 | indirect |
| crates.io | windows-targets | 0.53.0 | indirect |
| crates.io | windows-threading | 0.1.0 | indirect |
| crates.io | windows_aarch64_gnullvm | 0.52.6 | indirect |
| crates.io | windows_aarch64_gnullvm | 0.53.0 | indirect |
| crates.io | windows_aarch64_msvc | 0.52.6 | indirect |
| crates.io | windows_aarch64_msvc | 0.53.0 | indirect |
| crates.io | windows_i686_gnu | 0.52.6 | indirect |
| crates.io | windows_i686_gnu | 0.53.0 | indirect |
| crates.io | windows_i686_gnullvm | 0.52.6 | indirect |
| crates.io | windows_i686_gnullvm | 0.53.0 | indirect |
| crates.io | windows_i686_msvc | 0.52.6 | indirect |
| crates.io | windows_i686_msvc | 0.53.0 | indirect |
| crates.io | windows_x86_64_gnu | 0.52.6 | indirect |
| crates.io | windows_x86_64_gnu | 0.53.0 | indirect |
| crates.io | windows_x86_64_gnullvm | 0.52.6 | indirect |
| crates.io | windows_x86_64_gnullvm | 0.53.0 | indirect |
| crates.io | windows_x86_64_msvc | 0.52.6 | indirect |
| crates.io | windows_x86_64_msvc | 0.53.0 | indirect |
| crates.io | wit-bindgen-rt | 0.39.0 | indirect |
| crates.io | writeable | 0.6.1 | indirect |
| crates.io | xxhash-rust | 0.8.15 | indirect |
| crates.io | yoke | 0.8.0 | indirect |
| crates.io | yoke-derive | 0.8.0 | indirect |
| crates.io | zerocopy | 0.8.39 | indirect |
| crates.io | zerocopy-derive | 0.8.39 | indirect |
| crates.io | zerofrom | 0.1.6 | indirect |
| crates.io | zerofrom-derive | 0.1.6 | indirect |
| crates.io | zeroize | 1.8.1 | indirect |
| crates.io | zerotrie | 0.2.2 | indirect |
| crates.io | zerovec | 0.11.2 | indirect |
| crates.io | zerovec-derive | 0.11.1 | indirect |
| crates.io | zlib-rs | 0.5.0 | indirect |
| crates.io | zmij | 1.0.20 | indirect |
| crates.io | zstd | 0.13.3 | indirect |
| crates.io | zstd-safe | 7.2.4 | indirect |
| crates.io | zstd-sys | 2.0.15+zstd.1.5.7 | indirect |
| RubyGems | rb_sys | — | indirect |
Dependency advisories 4
This repository publishes no package the index resolves, so its own dependency graph was assessed — 396 packages, which also include development and test pins that never ship: 4 carry known advisories, of which 0 are direct. 32 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| quick-xml | 0.38.4 | indirect | high | 2 | 0.41.0 |
| bincode | 2.0.1 | indirect | unknown | 1 | — |
| paste | 1.0.15 | indirect | unknown | 1 | — |
| rustls-pemfile | 2.2.0 | indirect | unknown | 1 | — |
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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"mean_days_between_releases": 43.8
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "41 version tags (no GitHub releases)",
"points": 16.2,
"status": "partial",
"details": [
{
"code": "version_tags_no_releases",
"params": {
"count": 41
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
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"detail": "a release every ~43.8 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 43.8
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 0,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 0 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 0
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 62,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 68,
"inputs": {
"forks": 45,
"stars": 991,
"watchers": 11,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "991 stars",
"points": 48.6,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 991
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "45 forks",
"points": 13.7,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 45
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "11 watchers",
"points": 5.6,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 11
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "at_risk",
"name": "Community health",
"note": null,
"notes": [],
"value": 44,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "license file present, not a recognized license",
"points": 16.9,
"status": "partial",
"details": [
{
"code": "license_custom",
"params": {}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "good",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 77,
"inputs": {
"packages": [
"polars-df"
],
"dependents": null,
"ecosystems": "rubygems",
"total_downloads": 808132,
"monthly_downloads": null
},
"components": [
{
"key": "total_downloads",
"name": "Total downloads",
"detail": "808,132 downloads all-time across rubygems",
"points": 61.4,
"status": "partial",
"details": [
{
"code": "downloads_total",
"params": {
"count": 808132,
"ecosystems": "rubygems"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 65,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 26,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 16,
"top_contributor_share": 0.991
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 99% of commits",
"points": 0.2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 99
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "16 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 16
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"merged_prs": 23,
"open_issues": 1,
"closed_issues": 102,
"issue_closed_ratio": 0.99,
"closed_unmerged_prs": 8
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "99% of issues closed",
"points": 46.3,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 99
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "23/31 decided PRs merged",
"points": 28.4,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 23,
"decided": 31
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 1/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"followers": 6922,
"owner_type": "User",
"is_verified": null,
"owner_login": "ankane",
"public_repos": 444,
"account_age_days": 5977
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "6,922 followers of ankane",
"points": 25,
"status": "met",
"details": [
{
"code": "owner_followers",
"params": {
"count": 6922,
"login": "ankane"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "444 public repos, account ~16 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 444
}
},
{
"code": "account_age_years",
"params": {
"years": 16
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"polars-df"
],
"ecosystems": "rubygems",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on rubygems",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "rubygems"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "238 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 238
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "at_risk",
"name": "Engineering Quality",
"value": 45,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "at_risk",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 48,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "0 out of 1 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "at_risk",
"name": "Documentation",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"topics": [],
"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 47,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 34,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 3.4
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "0 out of 1 merged PRs checked by a CI test -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 1/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "5 existing vulnerabilities detected",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 396 resolved dependencies against OSV; 32 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.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 396
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 32
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 5,
"affected_packages": 4,
"assessed_packages": 396,
"unassessed_packages": 32,
"affected_by_severity": "high 1, unknown 3",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 396,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 15
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 31,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.02,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "2 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 1.1,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 2,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 45,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"Cargo.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
"Cargo.toml",
"ext/polars/Cargo.toml"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Cargo.toml, ext/polars/Cargo.toml (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "Cargo.toml, ext/polars/Cargo.toml"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 53,
"inputs": {
"primary_language": "Ruby",
"largest_source_bytes": 299658,
"source_files_sampled": 246,
"oversized_source_files": 10
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Ruby without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Ruby"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "10/246 source files over 60KB",
"points": 52.8,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 246,
"oversized": 10
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-23T00:36:34.658713Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/ankane/ruby-polars.svg",
"full_name": "ankane/ruby-polars",
"license_state": "custom",
"license_spdx": null
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — RubyGems.