Public recordGood
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-15 21:03 UTC
pola-rs / polars
Extremely fast Query Engine for DataFrames, written in Rust
pola-rs/polars holds a health index of 84 out of 100, placing it in the Good band. It scores highest on Vitality (100/100) and lowest on AI Readiness (54/100). It was last updated today. 2 contributors account for most of its recent work.
84
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.
84
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
PolarsOrganization
1,217 followers26 public repossince May 2021
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | polars | 1.42.1 | 59,450,295 | 425 | 15 days ago | dataframearrowout-of-core |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
100
Development activity
100Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 36/36 | Commit cadence — 52/52 weeks with commits |
| 18/18 | Commit volume — 2,181 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — no data |
Inputs used
| commits_last_year | 2,181 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Release discipline
100Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 15 days ago |
| 27/27 | Release cadence — a release every ~11.6 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | py-1.42.1 |
| releases_from_tags | no |
| days_since_latest_release | 15 |
| mean_days_between_releases | 11.6 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
96
Popularity & adoption
98Excellent
How it's scored
| 60/60 | Stars — 39,022 stars |
| 25/25 | Forks — 2,945 forks |
| 12.9/15 | Watchers — 213 watchers |
Inputs used
| forks | 2,945 |
| stars | 39,022 |
| watchers | 213 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Ecosystem adoption (downloads)
100Excellent
How it's scored
| 80/80 | Monthly downloads — 59,450,295 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | polars |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 59,450,295 |
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?
77
Maintainer resilience (bus factor)
57Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 12.4/22.5 | Commit distribution — top contributor authored 45% of commits |
| 13.5/13.5 | Contributor breadth — 100 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — no data |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 100 |
| top_contributor_share | 0.451 |
Issue & PR responsiveness
85Excellent
How it's scored
| 37.8/46.8 | Issue resolution — 81% of issues closed |
| 34.2/38.3 | PR acceptance — 13,450/15,040 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — no data |
Inputs used
| merged_prs | 13,450 |
| open_issues | 2,489 |
| closed_issues | 10,457 |
| issue_closed_ratio | 0.808 |
| closed_unmerged_prs | 1,590 |
Ownership & stewardship
73Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 22.2/25 | Owner reach — 1,217 followers of pola-rs |
| 20.8/25 | Track record — 26 public repos, account ~5 yr old |
Inputs used
| followers | 1,217 |
| owner_type | Organization |
| is_verified | — |
| owner_login | pola-rs |
| public_repos | 26 |
| account_age_days | 1,896 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 15 days ago |
| 20/20 | Version history — 425 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | polars |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 15 |
Engineering Quality
Are baseline engineering and documentation practices in place?
72
Engineering practices
60Moderate
How it's scored
| 24/24 | CI workflows — 20 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 — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://docs.pola.rs |
| 10/10 | Repository description |
| 10/10 | Topics — 8 topics |
| 0/10 | Wiki |
Inputs used
| topics | dataframe-library, dataframe, dataframes, rust, arrow, python, out-of-core, polars |
| has_wiki | no |
| homepage | https://docs.pola.rs |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
73
Security posture
73Good
How it's scored
| 30/30 | Security policy (SECURITY.md) |
| 25/25 | Dependabot config |
| 0/25 | Dependency lockfiles — published library — lockfiles are an application concern, not expected |
| 0/20 | CodeQL workflow |
Inputs used
| source | file_signals |
| lockfiles | Cargo.lock |
| manifests | Cargo.toml, py-polars/pyproject.toml, py-polars/requirements-ci.txt, py-polars/requirements-dev.txt, py-polars/requirements-lint.txt |
| has_codeql_workflow | no |
| has_security_policy | yes |
| has_dependabot_config | yes |
Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.
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.
54
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) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 18/18 | One-command bootstrap — Makefile, crates/Makefile, py-polars/Makefile, py-polars/docs/Makefile, pyo3-polars/example/derive_expression/Makefile, pyo3-polars/example/extend_polars_python_dispatch/Makefile, pyo3-polars/example/io_plugin/Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — py-polars/src/polars/py.typed |
| 10/10 | Reproducible environment — Nix, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | yes |
| has_tests | yes |
| lockfiles | Cargo.lock |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | Makefile, crates/Makefile, py-polars/Makefile, py-polars/docs/Makefile, pyo3-polars/example/derive_expression/Makefile, pyo3-polars/example/extend_polars_python_dispatch/Makefile, pyo3-polars/example/io_plugin/Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | py-polars/src/polars/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
Code legibility for models
99Excellent
How it's scored
| 45/45 | Type-checkable code — Rust (statically typed) |
| 54.2/55 | Manageable file sizes — 42/2,855 source files over 60KB |
Inputs used
| primary_language | Rust |
| largest_source_bytes | 514,355 |
| source_files_sampled | 2,855 |
| oversized_source_files | 42 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — example, examples |
Inputs used
| example_dirs | example, examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
39,022GitHub stars
100contributors
2,181commits, last 12 months
0days since last push
100releases
2bus factor
2,489open issues
crates.io, PyPIpackage ecosystems
Data collection warnings
- OpenSSF Scorecard timed out after 240s; skipping Scorecard checks
More detail
Direct dependencies 1
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | polars-runtime-32 | == 1.42.1 | py-polars/pyproject.toml |
All dependencies 651
Full resolved dependency set from the GitHub dependency graph: 1 direct and 650 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | polars-runtime-32 | 1.42.1 | direct |
| crates.io | adler2 | 2.0.1 | indirect |
| crates.io | adler32 | 1.2.0 | indirect |
| crates.io | ahash | 0.8.12 | indirect |
| crates.io | aho-corasick | 1.1.4 | 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 | anyhow | 1.0.102 | indirect |
| crates.io | apache-avro | 0.21.0 | indirect |
| crates.io | ar_archive_writer | 0.5.1 | indirect |
| crates.io | arboard | 3.6.1 | indirect |
| crates.io | arc-swap | 1.9.1 | 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 | 2.5.0 | indirect |
| crates.io | async-stream | — | indirect |
| crates.io | async-stream | 0.3.6 | indirect |
| crates.io | async-stream-impl | 0.3.6 | indirect |
| crates.io | async-trait | 0.1.89 | indirect |
| crates.io | atoi_simd | 0.18.1 | indirect |
| crates.io | atomic-waker | 1.1.2 | indirect |
| crates.io | autocfg | 1.5.1 | indirect |
| crates.io | avro-schema | 0.3.0 | indirect |
| crates.io | aws-config | — | indirect |
| crates.io | aws-config | 1.8.18 | indirect |
| crates.io | aws-credential-types | 1.2.14 | indirect |
| crates.io | aws-lc-rs | 1.17.0 | indirect |
| crates.io | aws-lc-sys | 0.41.0 | indirect |
| crates.io | aws-runtime | 1.7.4 | indirect |
| crates.io | aws-sdk-s3 | — | indirect |
| crates.io | aws-sdk-s3 | 1.135.0 | indirect |
| crates.io | aws-sdk-sso | 1.101.0 | indirect |
| crates.io | aws-sdk-ssooidc | 1.103.0 | indirect |
| crates.io | aws-sdk-sts | 1.106.0 | indirect |
| crates.io | aws-sigv4 | 1.4.5 | indirect |
| crates.io | aws-smithy-async | 1.2.14 | indirect |
| crates.io | aws-smithy-checksums | — | indirect |
| crates.io | aws-smithy-checksums | 0.64.8 | indirect |
| crates.io | aws-smithy-eventstream | 0.60.20 | indirect |
| crates.io | aws-smithy-http | 0.63.6 | indirect |
| crates.io | aws-smithy-http-client | 1.1.13 | indirect |
| crates.io | aws-smithy-json | 0.62.7 | indirect |
| crates.io | aws-smithy-observability | 0.2.6 | indirect |
| crates.io | aws-smithy-query | 0.60.15 | indirect |
| crates.io | aws-smithy-runtime | 1.11.3 | indirect |
| crates.io | aws-smithy-runtime-api | 1.12.3 | indirect |
| crates.io | aws-smithy-runtime-api-macros | 1.0.0 | indirect |
| crates.io | aws-smithy-schema | 0.1.0 | indirect |
| crates.io | aws-smithy-types | 1.4.9 | indirect |
| crates.io | aws-smithy-xml | 0.60.15 | indirect |
| crates.io | aws-types | 1.3.16 | indirect |
| crates.io | base16ct | 0.2.0 | indirect |
| crates.io | base64 | 0.22.1 | indirect |
| crates.io | base64-simd | 0.8.0 | indirect |
| crates.io | base64ct | 1.8.3 | indirect |
| crates.io | bigdecimal | 0.4.10 | indirect |
| crates.io | bincode | 2.0.1 | indirect |
| crates.io | bincode_derive | 2.0.1 | indirect |
| crates.io | bitflags | 2.12.1 | indirect |
| crates.io | blake3 | 1.8.5 | indirect |
| crates.io | block-buffer | 0.10.4 | indirect |
| crates.io | block-buffer | 0.12.0 | indirect |
| crates.io | bon | 3.9.1 | indirect |
| crates.io | bon-macros | 3.9.1 | indirect |
| crates.io | boxcar | 0.2.14 | indirect |
| crates.io | brotli | — | indirect |
| crates.io | brotli | 8.0.3 | indirect |
| crates.io | brotli-decompressor | 5.0.1 | indirect |
| crates.io | btparse | 0.2.0 | indirect |
| crates.io | bumpalo | 3.20.3 | indirect |
| crates.io | bytemuck | 1.25.0 | indirect |
| crates.io | bytemuck_derive | 1.10.2 | indirect |
| crates.io | byteorder | 1.5.0 | indirect |
| crates.io | bytes | 1.11.1 | indirect |
| crates.io | bytes-utils | 0.1.4 | indirect |
| crates.io | castaway | 0.2.4 | indirect |
| crates.io | cc | 1.2.63 | indirect |
| crates.io | cfg-if | 1.0.4 | indirect |
| crates.io | cfg_aliases | 0.2.1 | indirect |
| crates.io | chacha20 | 0.10.0 | indirect |
| crates.io | chrono | 0.4.44 | indirect |
| crates.io | chrono-tz | 0.10.4 | indirect |
| crates.io | clipboard-win | 5.4.1 | indirect |
| crates.io | cmake | 0.1.58 | indirect |
| crates.io | cmov | 0.5.4 | indirect |
| crates.io | color-backtrace | 0.7.2 | indirect |
| crates.io | comfy-table | — | indirect |
| crates.io | comfy-table | 7.2.2 | indirect |
| crates.io | compact_str | 0.9.1 | indirect |
| crates.io | concurrent-queue | 2.5.0 | indirect |
| crates.io | const-oid | 0.10.2 | indirect |
| crates.io | const-oid | 0.9.6 | indirect |
| crates.io | constant_time_eq | 0.4.2 | indirect |
| crates.io | core-foundation | 0.10.1 | indirect |
| crates.io | core-foundation-sys | 0.8.7 | indirect |
| crates.io | cpufeatures | 0.2.17 | indirect |
| crates.io | cpufeatures | 0.3.0 | indirect |
| crates.io | crc | 2.1.0 | indirect |
| crates.io | crc-catalog | 1.1.1 | indirect |
| crates.io | crc-fast | 1.10.0 | indirect |
| crates.io | crc32fast | 1.5.0 | 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 | 0.29.0 | indirect |
| crates.io | crossterm_winapi | 0.9.1 | indirect |
| crates.io | crunchy | 0.2.4 | indirect |
| crates.io | crypto-bigint | 0.5.5 | indirect |
| crates.io | crypto-common | 0.1.7 | indirect |
| crates.io | crypto-common | 0.2.2 | indirect |
| crates.io | ctutils | 0.4.2 | indirect |
| crates.io | darling | 0.23.0 | indirect |
| crates.io | darling_core | 0.23.0 | indirect |
| crates.io | darling_macro | 0.23.0 | indirect |
| crates.io | debug_unsafe | 0.1.4 | indirect |
| crates.io | der | 0.7.10 | indirect |
| crates.io | deranged | 0.5.8 | indirect |
| crates.io | digest | 0.10.7 | indirect |
| crates.io | digest | 0.11.3 | indirect |
| crates.io | digest-io | 0.1.0 | indirect |
| crates.io | dispatch2 | 0.3.1 | indirect |
| crates.io | displaydoc | 0.2.6 | indirect |
| crates.io | dissimilar | 1.0.11 | indirect |
| crates.io | document-features | 0.2.12 | indirect |
| crates.io | dunce | 1.0.5 | indirect |
| crates.io | dyn-clone | — | indirect |
| crates.io | dyn-clone | 1.0.20 | indirect |
| crates.io | ecdsa | 0.16.9 | indirect |
| crates.io | either | 1.16.0 | indirect |
| crates.io | elliptic-curve | 0.13.8 | indirect |
| crates.io | equivalent | 1.0.2 | indirect |
| crates.io | errno | 0.3.14 | indirect |
| crates.io | error-code | 3.3.2 | indirect |
| crates.io | ethnum | 1.5.3 | indirect |
| crates.io | event-listener | 5.4.1 | indirect |
| crates.io | event-listener-strategy | 0.5.4 | indirect |
| crates.io | fallible-streaming-iterator | — | 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 | ff | 0.13.1 | indirect |
| crates.io | find-msvc-tools | 0.1.9 | indirect |
| crates.io | flate2 | 1.1.9 | 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 | foreign-types | 0.3.2 | indirect |
| crates.io | foreign-types-shared | 0.1.1 | indirect |
| crates.io | form_urlencoded | 1.2.2 | indirect |
| crates.io | fs4 | — | indirect |
| crates.io | fs4 | 1.1.0 | indirect |
| crates.io | fs_extra | 1.3.0 | indirect |
| crates.io | futures | 0.3.32 | indirect |
| crates.io | futures-channel | 0.3.32 | indirect |
| crates.io | futures-core | 0.3.32 | indirect |
| crates.io | futures-executor | 0.3.32 | indirect |
| crates.io | futures-io | 0.3.32 | indirect |
| crates.io | futures-macro | 0.3.32 | indirect |
| crates.io | futures-sink | 0.3.32 | indirect |
| crates.io | futures-task | 0.3.32 | indirect |
| crates.io | futures-util | 0.3.32 | indirect |
| crates.io | generic-array | 0.14.7 | indirect |
| crates.io | gethostname | 1.1.0 | indirect |
| crates.io | getrandom | — | indirect |
| crates.io | getrandom | 0.2.17 | indirect |
| crates.io | getrandom | 0.3.4 | indirect |
| crates.io | getrandom | 0.4.2 | indirect |
| crates.io | glob | — | indirect |
| crates.io | glob | 0.3.3 | indirect |
| crates.io | group | 0.13.0 | indirect |
| crates.io | h2 | 0.4.14 | 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 | hashbrown | 0.17.1 | indirect |
| crates.io | heck | 0.5.0 | indirect |
| crates.io | hex | 0.4.3 | indirect |
| crates.io | hmac | 0.12.1 | indirect |
| crates.io | hmac | 0.13.0 | indirect |
| crates.io | home | — | indirect |
| crates.io | home | 0.5.12 | indirect |
| crates.io | http | 0.2.12 | indirect |
| crates.io | http | 1.4.1 | indirect |
| crates.io | http-body | 0.4.6 | 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 | 2.3.0 | indirect |
| crates.io | hybrid-array | 0.4.12 | indirect |
| crates.io | hyper | 1.10.1 | indirect |
| crates.io | hyper-rustls | 0.27.9 | indirect |
| crates.io | hyper-tls | 0.6.0 | indirect |
| crates.io | hyper-util | 0.1.20 | indirect |
| crates.io | iana-time-zone | 0.1.65 | indirect |
| crates.io | iana-time-zone-haiku | 0.1.2 | indirect |
| crates.io | icu_collections | 2.2.0 | indirect |
| crates.io | icu_locale_core | 2.2.0 | indirect |
| crates.io | icu_normalizer | 2.2.0 | indirect |
| crates.io | icu_normalizer_data | 2.2.0 | indirect |
| crates.io | icu_properties | 2.2.0 | indirect |
| crates.io | icu_properties_data | 2.2.0 | indirect |
| crates.io | icu_provider | 2.2.0 | indirect |
| crates.io | id-arena | 2.3.0 | indirect |
| crates.io | ident_case | 1.0.1 | indirect |
| crates.io | idna | 1.1.0 | indirect |
| crates.io | idna_adapter | 1.2.2 | indirect |
| crates.io | indexmap | 2.14.0 | indirect |
| crates.io | inventory | 0.3.24 | indirect |
| crates.io | ipnet | 2.12.0 | indirect |
| crates.io | iter-read | 1.1.0 | indirect |
| crates.io | itertools | 0.10.5 | indirect |
| crates.io | itertools | 0.14.0 | indirect |
| crates.io | itoa | 1.0.18 | indirect |
| crates.io | jobserver | 0.1.34 | indirect |
| crates.io | js-sys | 0.3.99 | indirect |
| crates.io | jsonpath_lib_polars_vendor | — | indirect |
| crates.io | jsonpath_lib_polars_vendor | 0.0.1 | indirect |
| crates.io | leb128fmt | 0.1.0 | indirect |
| crates.io | libc | — | 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 | 0.9.0 | indirect |
| crates.io | libm | 0.2.16 | indirect |
| crates.io | libmimalloc-sys | 0.1.49 | indirect |
| crates.io | linux-raw-sys | 0.12.1 | indirect |
| crates.io | litemap | 0.8.2 | indirect |
| crates.io | litrs | 1.0.0 | indirect |
| crates.io | lock_api | 0.4.14 | indirect |
| crates.io | log | 0.4.32 | indirect |
| crates.io | lru | 0.16.4 | indirect |
| crates.io | lru-slab | 0.1.2 | indirect |
| crates.io | lz4 | — | indirect |
| crates.io | lz4 | 1.28.1 | indirect |
| crates.io | lz4-sys | 1.11.1+lz4-1.10.0 | indirect |
| crates.io | lz4_flex | — | indirect |
| crates.io | lz4_flex | 0.13.1 | indirect |
| crates.io | matrixmultiply | 0.3.10 | indirect |
| crates.io | md-5 | 0.11.0 | indirect |
| crates.io | memchr | 2.8.1 | indirect |
| crates.io | memmap2 | 0.9.11 | indirect |
| crates.io | mimalloc | — | indirect |
| crates.io | mimalloc | 0.1.52 | indirect |
| crates.io | miniz_oxide | 0.8.9 | indirect |
| crates.io | mio | 1.2.1 | indirect |
| crates.io | native-tls | 0.2.18 | indirect |
| crates.io | ndarray | 0.17.2 | indirect |
| crates.io | nix | 0.31.3 | indirect |
| crates.io | now | — | indirect |
| crates.io | now | 0.1.3 | indirect |
| crates.io | ntapi | 0.4.3 | indirect |
| crates.io | num | — | indirect |
| crates.io | num | 0.4.3 | indirect |
| crates.io | num-bigint | 0.4.6 | indirect |
| crates.io | num-complex | 0.4.6 | indirect |
| crates.io | num-conv | 0.2.2 | indirect |
| crates.io | num-derive | 0.4.2 | indirect |
| crates.io | num-integer | 0.1.46 | indirect |
| crates.io | num-iter | 0.1.45 | indirect |
| crates.io | num-rational | 0.4.2 | indirect |
| crates.io | num-traits | 0.2.19 | indirect |
| crates.io | numpy | 0.29.0 | indirect |
| crates.io | objc2 | 0.6.4 | indirect |
| crates.io | objc2-app-kit | 0.3.2 | indirect |
| crates.io | objc2-core-foundation | 0.3.2 | indirect |
| crates.io | objc2-core-graphics | 0.3.2 | indirect |
| crates.io | objc2-encode | 4.1.0 | indirect |
| crates.io | objc2-foundation | 0.3.2 | indirect |
| crates.io | objc2-io-kit | 0.3.2 | indirect |
| crates.io | objc2-io-surface | 0.3.2 | indirect |
| crates.io | object | 0.37.3 | indirect |
| crates.io | object_store | 0.13.2 | indirect |
| crates.io | once_cell | — | indirect |
| crates.io | once_cell | 1.21.4 | indirect |
| crates.io | openssl | 0.10.80 | indirect |
| crates.io | openssl-macros | 0.1.1 | indirect |
| crates.io | openssl-probe | 0.2.1 | indirect |
| crates.io | openssl-sys | 0.9.116 | indirect |
| crates.io | outref | 0.5.2 | indirect |
| crates.io | p256 | 0.13.2 | indirect |
| crates.io | parking | 2.2.1 | indirect |
| crates.io | parking_lot | 0.12.5 | indirect |
| crates.io | parking_lot_core | 0.9.12 | indirect |
| crates.io | pem-rfc7468 | 0.7.0 | indirect |
| crates.io | percent-encoding | 2.3.2 | indirect |
| crates.io | phf | 0.12.1 | indirect |
| crates.io | phf_shared | 0.12.1 | indirect |
| crates.io | pin-project-lite | 0.2.17 | indirect |
| crates.io | pin-utils | 0.1.0 | indirect |
| crates.io | pkcs8 | 0.10.2 | indirect |
| crates.io | pkg-config | 0.3.33 | indirect |
| crates.io | planus | 1.1.1 | indirect |
| crates.io | polars-arrow-format | 0.2.1 | indirect |
| crates.io | polars-parquet-format | — | indirect |
| crates.io | polars-parquet-format | 0.1.0 | indirect |
| crates.io | portable-atomic | 1.13.1 | indirect |
| crates.io | portable-atomic-util | 0.2.7 | indirect |
| crates.io | potential_utf | 0.1.5 | indirect |
| crates.io | powerfmt | 0.2.0 | indirect |
| crates.io | ppv-lite86 | 0.2.21 | indirect |
| crates.io | prettyplease | 0.2.37 | indirect |
| crates.io | primeorder | 0.13.6 | indirect |
| crates.io | proc-macro2 | — | indirect |
| crates.io | proc-macro2 | 1.0.106 | indirect |
| crates.io | proptest | 1.11.0 | indirect |
| crates.io | prost | 0.11.9 | indirect |
| crates.io | prost-derive | 0.11.9 | indirect |
| crates.io | psm | 0.1.31 | indirect |
| crates.io | pyo3 | 0.29.0 | indirect |
| crates.io | pyo3-build-config | 0.29.0 | indirect |
| crates.io | pyo3-ffi | 0.29.0 | indirect |
| crates.io | pyo3-macros | 0.29.0 | indirect |
| crates.io | pyo3-macros-backend | 0.29.0 | indirect |
| crates.io | quad-rand | 0.2.3 | indirect |
| crates.io | quick-xml | 0.39.4 | indirect |
| crates.io | quinn | 0.11.9 | indirect |
| crates.io | quinn-proto | 0.11.14 | indirect |
| crates.io | quinn-udp | 0.5.14 | indirect |
| crates.io | quote | — | indirect |
| crates.io | quote | 1.0.45 | indirect |
| crates.io | r-efi | 5.3.0 | indirect |
| crates.io | r-efi | 6.0.0 | indirect |
| crates.io | rand | — | indirect |
| crates.io | rand | 0.10.1 | indirect |
| crates.io | rand | 0.9.4 | indirect |
| crates.io | rand_chacha | 0.9.0 | indirect |
| crates.io | rand_core | 0.10.1 | indirect |
| crates.io | rand_core | 0.6.4 | indirect |
| crates.io | rand_core | 0.9.5 | indirect |
| crates.io | rand_distr | 0.6.0 | indirect |
| crates.io | rand_xorshift | 0.4.0 | indirect |
| crates.io | raw-cpuid | 11.6.0 | indirect |
| crates.io | rawpointer | 0.2.1 | indirect |
| crates.io | rayon | 1.12.0 | indirect |
| crates.io | rayon-core | 1.13.0 | indirect |
| crates.io | recursive | 0.1.1 | indirect |
| crates.io | recursive-proc-macro-impl | 0.1.1 | indirect |
| crates.io | redox_syscall | 0.5.18 | indirect |
| crates.io | ref-cast | 1.0.25 | indirect |
| crates.io | ref-cast-impl | 1.0.25 | indirect |
| crates.io | regex | 1.12.3 | indirect |
| crates.io | regex-automata | 0.4.14 | indirect |
| crates.io | regex-lite | 0.1.9 | indirect |
| crates.io | regex-syntax | 0.8.10 | indirect |
| crates.io | reqwest | 0.12.28 | indirect |
| crates.io | rfc6979 | 0.4.0 | indirect |
| crates.io | ring | 0.17.14 | indirect |
| crates.io | rle-decode-fast | 1.0.3 | indirect |
| crates.io | rmp | 0.8.15 | indirect |
| crates.io | rmp-serde | 1.3.1 | indirect |
| crates.io | rustc-hash | 2.1.2 | indirect |
| crates.io | rustc_version | 0.4.1 | indirect |
| crates.io | rustflags | 0.1.7 | indirect |
| crates.io | rustix | 1.1.4 | indirect |
| crates.io | rustls | 0.23.40 | indirect |
| crates.io | rustls-native-certs | 0.8.4 | indirect |
| crates.io | rustls-pki-types | 1.14.1 | indirect |
| crates.io | rustls-webpki | 0.103.13 | indirect |
| crates.io | rustversion | 1.0.22 | indirect |
| crates.io | ryu | 1.0.23 | indirect |
| crates.io | same-file | 1.0.6 | indirect |
| crates.io | schannel | 0.1.29 | indirect |
| crates.io | schemars | 1.2.1 | indirect |
| crates.io | schemars_derive | 1.2.1 | indirect |
| crates.io | scopeguard | 1.2.0 | indirect |
| crates.io | sec1 | 0.7.3 | indirect |
| crates.io | security-framework | 3.7.0 | indirect |
| crates.io | security-framework-sys | 2.17.0 | indirect |
| crates.io | semver | 1.0.28 | indirect |
| crates.io | serde | — | indirect |
| crates.io | serde | 1.0.228 | indirect |
| crates.io | serde-pickle | — | indirect |
| crates.io | serde-pickle | 1.2.0 | indirect |
| crates.io | serde_bytes | 0.11.19 | indirect |
| crates.io | serde_core | 1.0.228 | indirect |
| crates.io | serde_derive | 1.0.228 | indirect |
| crates.io | serde_derive_internals | 0.29.1 | indirect |
| crates.io | serde_json | — | indirect |
| crates.io | serde_json | 1.0.150 | indirect |
| crates.io | serde_spanned | 1.1.1 | indirect |
| crates.io | serde_stacker | 0.1.14 | indirect |
| crates.io | serde_urlencoded | 0.7.1 | indirect |
| crates.io | sha1 | 0.10.6 | indirect |
| crates.io | sha1 | 0.11.0 | indirect |
| crates.io | sha2 | 0.10.9 | indirect |
| crates.io | sha2 | 0.11.0 | indirect |
| crates.io | shlex | 2.0.1 | indirect |
| crates.io | signal-hook | — | indirect |
| crates.io | signal-hook | 0.4.4 | indirect |
| crates.io | signal-hook-registry | 1.4.8 | indirect |
| crates.io | signature | 2.2.0 | indirect |
| crates.io | simd-adler32 | 0.3.9 | indirect |
| crates.io | simd-json | 0.17.0 | indirect |
| crates.io | simdutf8 | 0.1.5 | indirect |
| crates.io | siphasher | 1.0.3 | indirect |
| crates.io | slab | 0.4.12 | indirect |
| crates.io | slotmap | 1.1.1 | indirect |
| crates.io | smallvec | 1.15.1 | indirect |
| crates.io | snap | — | indirect |
| crates.io | snap | 1.1.1 | indirect |
| crates.io | socket2 | 0.6.4 | indirect |
| crates.io | spin | 0.10.1 | indirect |
| crates.io | spki | 0.7.3 | indirect |
| crates.io | sqlparser | 0.62.0 | indirect |
| crates.io | sqlparser_derive | 0.5.0 | indirect |
| crates.io | stable_deref_trait | 1.2.1 | indirect |
| crates.io | stacker | 0.1.24 | indirect |
| crates.io | static_assertions | 1.1.0 | indirect |
| crates.io | streaming-decompression | — | 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 | strsim | 0.11.1 | indirect |
| crates.io | strum | 0.27.2 | indirect |
| crates.io | strum | 0.28.0 | indirect |
| crates.io | strum_macros | 0.27.2 | indirect |
| crates.io | strum_macros | 0.28.0 | indirect |
| crates.io | subtle | 2.6.1 | indirect |
| crates.io | syn | — | indirect |
| crates.io | syn | 1.0.109 | indirect |
| crates.io | syn | 2.0.117 | indirect |
| crates.io | sync_wrapper | 1.0.2 | indirect |
| crates.io | synstructure | 0.13.2 | indirect |
| crates.io | sysinfo | — | indirect |
| crates.io | sysinfo | 0.39.3 | indirect |
| crates.io | target-lexicon | 0.13.5 | indirect |
| crates.io | target-triple | 1.0.0 | indirect |
| crates.io | tempfile | — | indirect |
| crates.io | tempfile | 3.27.0 | indirect |
| crates.io | termcolor | 1.4.1 | indirect |
| crates.io | thiserror | — | indirect |
| crates.io | thiserror | 2.0.18 | indirect |
| crates.io | thiserror-impl | 2.0.18 | 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 | time | 0.3.47 | indirect |
| crates.io | time-core | 0.1.8 | indirect |
| crates.io | time-macros | 0.2.27 | indirect |
| crates.io | tinystr | 0.8.3 | indirect |
| crates.io | tinyvec | 1.11.0 | indirect |
| crates.io | tinyvec_macros | 0.1.1 | indirect |
| crates.io | tokio | 1.52.3 | indirect |
| crates.io | tokio-macros | 2.7.0 | indirect |
| crates.io | tokio-native-tls | 0.3.1 | indirect |
| crates.io | tokio-rustls | 0.26.4 | indirect |
| crates.io | tokio-util | 0.7.18 | indirect |
| crates.io | toml | 1.1.2+spec-1.1.0 | indirect |
| crates.io | toml_datetime | 1.1.1+spec-1.1.0 | indirect |
| crates.io | toml_parser | 1.1.2+spec-1.1.0 | indirect |
| crates.io | toml_writer | 1.1.1+spec-1.1.0 | indirect |
| crates.io | tower | 0.5.3 | indirect |
| crates.io | tower-http | 0.6.11 | indirect |
| crates.io | tower-layer | 0.3.3 | indirect |
| crates.io | tower-service | 0.3.3 | indirect |
| crates.io | tracing | 0.1.44 | indirect |
| crates.io | tracing-attributes | 0.1.31 | indirect |
| crates.io | tracing-core | 0.1.36 | indirect |
| crates.io | try-lock | 0.2.5 | indirect |
| crates.io | trybuild | — | indirect |
| crates.io | trybuild | 1.0.116 | indirect |
| crates.io | twox-hash | 2.1.2 | indirect |
| crates.io | typenum | 1.20.1 | indirect |
| crates.io | unarray | 0.1.4 | indirect |
| crates.io | unicode-ident | 1.0.24 | indirect |
| crates.io | unicode-normalization | 0.1.25 | indirect |
| crates.io | unicode-reverse | 1.0.9 | indirect |
| crates.io | unicode-segmentation | 1.13.3 | indirect |
| crates.io | unicode-width | 0.2.2 | indirect |
| crates.io | unicode-xid | 0.2.6 | indirect |
| crates.io | untrusted | 0.9.0 | indirect |
| crates.io | unty | 0.0.4 | indirect |
| crates.io | url | 2.5.8 | indirect |
| crates.io | urlencoding | 2.1.3 | indirect |
| crates.io | utf8_iter | 1.0.4 | indirect |
| crates.io | uuid | 1.23.2 | indirect |
| crates.io | value-trait | 0.12.1 | indirect |
| crates.io | vcpkg | 0.2.15 | indirect |
| crates.io | version_check | 0.9.5 | indirect |
| crates.io | virtue | 0.0.18 | indirect |
| crates.io | vsimd | 0.8.0 | indirect |
| crates.io | walkdir | 2.5.0 | indirect |
| crates.io | want | 0.3.1 | indirect |
| crates.io | wasi | 0.11.1+wasi-snapshot-preview1 | indirect |
| crates.io | wasip2 | 1.0.3+wasi-0.2.9 | indirect |
| crates.io | wasip3 | 0.4.0+wasi-0.3.0-rc-2026-01-06 | indirect |
| crates.io | wasm-bindgen | 0.2.122 | indirect |
| crates.io | wasm-bindgen-futures | 0.4.72 | indirect |
| crates.io | wasm-bindgen-macro | 0.2.122 | indirect |
| crates.io | wasm-bindgen-macro-support | 0.2.122 | indirect |
| crates.io | wasm-bindgen-shared | 0.2.122 | indirect |
| crates.io | wasm-encoder | 0.244.0 | indirect |
| crates.io | wasm-metadata | 0.244.0 | indirect |
| crates.io | wasm-streams | 0.4.2 | indirect |
| crates.io | wasmparser | 0.244.0 | indirect |
| crates.io | web-sys | 0.3.99 | 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 | 0.1.11 | indirect |
| crates.io | winapi-x86_64-pc-windows-gnu | 0.4.0 | indirect |
| crates.io | windows | 0.62.2 | indirect |
| crates.io | windows-collections | 0.3.2 | indirect |
| crates.io | windows-core | 0.62.2 | indirect |
| crates.io | windows-future | 0.3.2 | indirect |
| crates.io | windows-implement | 0.60.2 | indirect |
| crates.io | windows-interface | 0.59.3 | indirect |
| crates.io | windows-link | 0.2.1 | indirect |
| crates.io | windows-numerics | 0.3.1 | indirect |
| crates.io | windows-result | 0.4.1 | indirect |
| crates.io | windows-strings | 0.5.1 | indirect |
| crates.io | windows-sys | 0.52.0 | indirect |
| crates.io | windows-sys | 0.60.2 | indirect |
| crates.io | windows-sys | 0.61.2 | indirect |
| crates.io | windows-targets | 0.52.6 | indirect |
| crates.io | windows-targets | 0.53.5 | indirect |
| crates.io | windows-threading | 0.2.1 | indirect |
| crates.io | windows_aarch64_gnullvm | 0.52.6 | indirect |
| crates.io | windows_aarch64_gnullvm | 0.53.1 | indirect |
| crates.io | windows_aarch64_msvc | 0.52.6 | indirect |
| crates.io | windows_aarch64_msvc | 0.53.1 | indirect |
| crates.io | windows_i686_gnu | 0.52.6 | indirect |
| crates.io | windows_i686_gnu | 0.53.1 | indirect |
| crates.io | windows_i686_gnullvm | 0.52.6 | indirect |
| crates.io | windows_i686_gnullvm | 0.53.1 | indirect |
| crates.io | windows_i686_msvc | 0.52.6 | indirect |
| crates.io | windows_i686_msvc | 0.53.1 | indirect |
| crates.io | windows_x86_64_gnu | 0.52.6 | indirect |
| crates.io | windows_x86_64_gnu | 0.53.1 | indirect |
| crates.io | windows_x86_64_gnullvm | 0.52.6 | indirect |
| crates.io | windows_x86_64_gnullvm | 0.53.1 | indirect |
| crates.io | windows_x86_64_msvc | 0.52.6 | indirect |
| crates.io | windows_x86_64_msvc | 0.53.1 | indirect |
| crates.io | winnow | 1.0.3 | indirect |
| crates.io | wit-bindgen | 0.51.0 | indirect |
| crates.io | wit-bindgen | 0.57.1 | indirect |
| crates.io | wit-bindgen-core | 0.51.0 | indirect |
| crates.io | wit-bindgen-rust | 0.51.0 | indirect |
| crates.io | wit-bindgen-rust-macro | 0.51.0 | indirect |
| crates.io | wit-component | 0.244.0 | indirect |
| crates.io | wit-parser | 0.244.0 | indirect |
| crates.io | writeable | 0.6.3 | indirect |
| crates.io | x11rb | 0.13.2 | indirect |
| crates.io | x11rb-protocol | 0.13.2 | indirect |
| crates.io | xmlparser | 0.13.6 | indirect |
| crates.io | xxhash-rust | — | indirect |
| crates.io | xxhash-rust | 0.8.15 | indirect |
| crates.io | yoke | 0.8.3 | indirect |
| crates.io | yoke-derive | 0.8.2 | indirect |
| crates.io | zerocopy | 0.8.50 | indirect |
| crates.io | zerocopy-derive | 0.8.50 | indirect |
| crates.io | zerofrom | 0.1.8 | indirect |
| crates.io | zerofrom-derive | 0.1.7 | indirect |
| crates.io | zeroize | 1.8.2 | indirect |
| crates.io | zerotrie | 0.2.4 | indirect |
| crates.io | zerovec | 0.11.6 | indirect |
| crates.io | zerovec-derive | 0.11.3 | indirect |
| crates.io | zlib-rs | 0.6.3 | indirect |
| crates.io | zmij | 1.0.21 | indirect |
| crates.io | zstd | 0.13.3 | indirect |
| crates.io | zstd-safe | 7.2.4 | indirect |
| crates.io | zstd-sys | 2.0.16+zstd.1.5.7 | indirect |
| PyPI | adbc-driver-manager | — | indirect |
| PyPI | adbc-driver-sqlite | — | indirect |
| PyPI | aiosqlite | — | indirect |
| PyPI | altair | — | indirect |
| PyPI | autodocsumm | 0.2.14 | indirect |
| PyPI | azure-identity | — | indirect |
| PyPI | boto3 | — | indirect |
| PyPI | boto3-stubs | — | indirect |
| PyPI | cloudpickle | — | indirect |
| PyPI | connectorx | — | indirect |
| PyPI | deltalake | — | indirect |
| PyPI | duckdb | — | indirect |
| PyPI | fastexcel | — | indirect |
| PyPI | flask | — | indirect |
| PyPI | flask-cors | — | indirect |
| PyPI | fsspec | — | indirect |
| PyPI | gevent | — | indirect |
| PyPI | google-auth-stubs | — | indirect |
| PyPI | graphviz | — | indirect |
| PyPI | great-tables | — | indirect |
| PyPI | hvplot | — | indirect |
| PyPI | hypothesis | — | indirect |
| PyPI | jax | — | indirect |
| PyPI | livereload | 2.7.0 | indirect |
| PyPI | markdown-exec | 1.10.0 | indirect |
| PyPI | material-plausible-plugin | 0.3.0 | indirect |
| PyPI | matplotlib | — | indirect |
| PyPI | maturin | — | indirect |
| PyPI | mkdocs-macros-plugin | 1.3.7 | indirect |
| PyPI | mkdocs-material | 9.6.20 | indirect |
| PyPI | mkdocs-redirects | 1.2.1 | indirect |
| PyPI | moto | 5.0.9 | indirect |
| PyPI | mypy | 2.1.0 | indirect |
| PyPI | numba | — | indirect |
| PyPI | numpy | — | indirect |
| PyPI | numpydoc | 1.8.0 | indirect |
| PyPI | openpyxl | — | indirect |
| PyPI | orjson | — | indirect |
| PyPI | pandas | — | indirect |
| PyPI | pandas-stubs | — | indirect |
| PyPI | patchelf | — | indirect |
| PyPI | pip | — | indirect |
| PyPI | plotly | — | indirect |
| PyPI | plotnine | — | indirect |
| PyPI | polars | — | indirect |
| PyPI | polars-cloud | — | indirect |
| PyPI | polars-ds | 0.10.0 | indirect |
| PyPI | polars-runtime-64 | 1.42.1 | indirect |
| PyPI | polars-runtime-compat | 1.42.1 | indirect |
| PyPI | pyarrow | — | indirect |
| PyPI | pydantic | — | indirect |
| PyPI | pydata-sphinx-theme | 0.16.0 | indirect |
| PyPI | pygithub | 2.6.1 | indirect |
| PyPI | pyiceberg | — | indirect |
| PyPI | pyiceberg-core | — | indirect |
| PyPI | pyrefly | 1.1.1 | indirect |
| PyPI | pytest | 9.0.3 | indirect |
| PyPI | pytest-cov | 7.1.0 | indirect |
| PyPI | pytest-xdist | 3.8.0 | indirect |
| PyPI | pytz | — | indirect |
| PyPI | ruff | 0.15.0 | indirect |
| PyPI | s3fs | — | indirect |
| PyPI | seaborn | — | indirect |
| PyPI | setuptools | — | indirect |
| PyPI | sphinx | 8.1.3 | indirect |
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"params": {}
}
],
"max_points": 25
},
{
"key": "codeql_workflow",
"name": "CodeQL workflow",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
}
]
},
{
"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": 8
},
"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": "moderate",
"name": "AI Readiness",
"value": 54,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 82,
"inputs": {
"has_nix": true,
"has_tests": true,
"lockfiles": [
"Cargo.lock"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
"Makefile",
"crates/Makefile",
"py-polars/Makefile",
"py-polars/docs/Makefile",
"pyo3-polars/example/derive_expression/Makefile",
"pyo3-polars/example/extend_polars_python_dispatch/Makefile",
"pyo3-polars/example/io_plugin/Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
"py-polars/src/polars/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, crates/Makefile, py-polars/Makefile, py-polars/docs/Makefile, pyo3-polars/example/derive_expression/Makefile, pyo3-polars/example/extend_polars_python_dispatch/Makefile, pyo3-polars/example/io_plugin/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, crates/Makefile, py-polars/Makefile, py-polars/docs/Makefile, pyo3-polars/example/derive_expression/Makefile, pyo3-polars/example/extend_polars_python_dispatch/Makefile, pyo3-polars/example/io_plugin/Makefile"
}
}
],
"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": "py-polars/src/polars/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "py-polars/src/polars/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Nix, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Nix, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "OpenSSF Scorecard unavailable",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"primary_language": "Rust",
"largest_source_bytes": 514355,
"source_files_sampled": 2855,
"oversized_source_files": 42
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Rust (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Rust"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "42/2855 source files over 60KB",
"points": 54.2,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 2855,
"oversized": 42
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"example",
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "example, examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "example, examples"
}
}
],
"max_points": 40
}
]
}
],
"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": [
"OpenSSF Scorecard timed out after 240s; skipping Scorecard checks"
],
"report_type": "repository",
"generated_at": "2026-07-15T21:03:32.120691Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pola-rs/polars.svg",
"full_name": "pola-rs/polars",
"license_state": "standard",
"license_spdx": "MIT"
}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 v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.