Public recordExceptional
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-16 13:01 UTC
pola-rs / polars
Extremely fast Query Engine for DataFrames, written in Rust
pola-rs/polars holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Vitality (100/100) and lowest on Sustainability & Governance (76/100). It was last updated today. 2 contributors account for most of its recent work.
98
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
98
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
The weighted overall 87 is calibrated to 98 on the published index scale (record calibration 2026-08-02).
Ownership
PolarsOrganization
1,252 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 | 1.44.2 | - | 431 | 7 days ago | dataframearrowout-of-core |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
100
Development activity
100Exceptional
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 — 2,276 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — no data |
Inputs used
| commits_last_year | 2,276 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 52 |
Release discipline
100Exceptional
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 7 days ago |
| 27/27 | Release cadence — a release every ~7.9 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 100 |
| latest_release_tag | py-1.44.2 |
| releases_from_tags | no |
| days_since_latest_release | 7 |
| mean_days_between_releases | 7.9 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
95
Popularity & adoption
98Exceptional
How it's scored
| 60/60 | Stars — 39,743 stars |
| 25/25 | Forks — 3,104 forks |
| 13/15 | Watchers — 222 watchers |
Inputs used
| forks | 3,104 |
| stars | 39,743 |
| watchers | 222 |
| 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 |
| readme_badges | 4 |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| readme_badge_services | shields.io |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
76
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 — 99 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — no data |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 99 |
| top_contributor_share | 0.448 |
Issue & PR responsiveness
84Excellent
How it's scored
| 33.9/42 | Issue resolution — 81% of issues closed |
| 26.7/30 | PR acceptance — 13,919/15,623 decided PRs merged |
| 10.4/13 | Newcomer PR acceptance — 4/5 first-time contributors' PRs merged in 30d |
| 0/15 | OpenSSF Scorecard: Code-Review — no data |
Inputs used
| merged_prs | 13,919 |
| open_issues | 2,543 |
| closed_issues | 10,706 |
| prs_merged_7d | 39 |
| prs_decided_7d | 47 |
| prs_merged_30d | 47 |
| prs_decided_30d | 58 |
| issue_closed_ratio | 0.808 |
| closed_unmerged_prs | 1,704 |
| first_time_authors_30d | 4 |
| first_time_prs_merged_30d | 4 |
| first_time_prs_decided_30d | 5 |
Ownership & stewardship
73Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 22.3/25 | Owner reach — 1,252 followers of pola-rs |
| 21.1/25 | Track record — 26 public repos, account ~5 yr old |
Inputs used
| followers | 1,252 |
| owner_type | Organization |
| is_verified | no |
| owner_login | pola-rs |
| public_repos | 26 |
| account_age_days | 1,958 |
Package maintenance
100Exceptional
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 7 days ago |
| 20/20 | Version history — 431 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | polars |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 7 |
Engineering Quality
Are baseline engineering and documentation practices in place?
84
Engineering practices
80Excellent
How it's scored
| 24/24 | CI workflows — 20 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — Cargo.toml ([workspace.lints]), clippy.toml, py-polars/pyproject.toml ([tool.ruff]), rustfmt.toml |
| 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 | yes |
| 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 |
| docs_site | 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?
84
Security posture
80Excellent
How it's scored
| 30/30 | Security policy (SECURITY.md) |
| 25/25 | Dependabot config |
| 25/25 | Dependency lockfiles — Cargo.lock |
| 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 |
Dependency advisories
100Exceptional
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 1 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:polars@1.44.2 runtime dependency closure — what installing the published package pulls in — 1 packages. Reachability is not analyzed.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
81
Agent context & guidance
40Weak
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| llms_txt_url | — |
| legible_history_share | 1 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
97Exceptional
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 |
| 11/11 | Lint / format config — Cargo.toml ([workspace.lints]), clippy.toml, py-polars/pyproject.toml ([tool.ruff]), rustfmt.toml |
| 11/11 | Static type checking — py-polars/src/polars/py.typed |
| 10/10 | Reproducible environment — Nix, lockfile |
| 10/10 | Demonstrated agent practice — 23 of the last 100 commits agent-authored or agent-credited |
| 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 | yes |
| typecheck_configs | py-polars/src/polars/py.typed |
| agent_commit_share | 0.23 |
| toolchain_manifests | Cargo.toml, crates/polars-arrow/Cargo.toml, crates/polars-async/Cargo.toml, crates/polars-buffer/Cargo.toml, crates/polars-compute/Cargo.toml, crates/polars-config/Cargo.toml, crates/polars-core/Cargo.toml, crates/polars-defs/Cargo.toml, crates/polars-descriptions/Cargo.toml, crates/polars-dtype/Cargo.toml, crates/polars-dylib/Cargo.toml, crates/polars-error/Cargo.toml, crates/polars-expr/Cargo.toml, crates/polars-ffi/Cargo.toml, crates/polars-io/Cargo.toml, crates/polars-json/Cargo.toml, crates/polars-lazy/Cargo.toml, crates/polars-mem-engine/Cargo.toml, crates/polars-observer/Cargo.toml, crates/polars-ooc/Cargo.toml, crates/polars-ops/Cargo.toml, crates/polars-parquet/Cargo.toml, crates/polars-plan/Cargo.toml, crates/polars-python/Cargo.toml, crates/polars-row/Cargo.toml, crates/polars-schema/Cargo.toml, crates/polars-sql/Cargo.toml, crates/polars-stream/Cargo.toml, crates/polars-testing/Cargo.toml, crates/polars-time/Cargo.toml, crates/polars-utils/Cargo.toml, crates/polars/Cargo.toml, docs/source/src/rust/Cargo.toml, py-polars/runtime/polars-runtime-32/Cargo.toml, py-polars/runtime/polars-runtime-64/Cargo.toml, py-polars/runtime/polars-runtime-compat/Cargo.toml, pyo3-polars/example/derive_expression/expression_lib/Cargo.toml, pyo3-polars/example/extend_polars_python_dispatch/extend_polars/Cargo.toml, pyo3-polars/example/io_plugin/io_plugin/Cargo.toml, pyo3-polars/pyo3-polars-derive/Cargo.toml, pyo3-polars/pyo3-polars/Cargo.toml |
| dependency_bot_commit_share | 0 |
Code legibility for models
99Exceptional
How it's scored
| 45/45 | Type-checkable code — Rust (statically typed) |
| 54.1/55 | Manageable file sizes — 49/2,925 source files over 60KB |
Inputs used
| primary_language | Rust |
| largest_source_bytes | 511,936 |
| source_files_sampled | 2,925 |
| oversized_source_files | 49 |
Machine-readable interfaces
100Exceptional
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software |
| 0/20 | MCP server — not applicable to this kind of software |
| 40/40 | Runnable examples — example, examples |
Inputs used
| example_dirs | example, examples |
| has_mcp_signal | no |
| api_schema_files | — |
| interfaces_expected_of | — |
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.
Key facts
39,743GitHub stars
99contributors
2,276commits, last 12 months
0days since last push
100releases
2bus factor
2,543open issues
crates.io, PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- First-time contributor figures cover 12 of 20 authors (cap 12)
- pypi download statistics for 'polars' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
- OpenSSF Scorecard timed out after 240s; skipping Scorecard checks
More detail
Star and fork history 0 ★ / 3,104 ⇿
0Stars
3,104Forks
61Releases
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.
Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.
Major 0Minor 0Patch 0
Each point covers 2 days.
Direct dependencies 1
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | polars-runtime-32 | == 2.0.0rc1 | py-polars/pyproject.toml |
All dependencies 659
Full resolved dependency set from the GitHub dependency graph: 1 direct and 658 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | polars-runtime-32 | 2.0.0rc1 | 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 | 1.1.5 | indirect |
| crates.io | alloc-no-stdlib | 2.0.4 | indirect |
| crates.io | alloc-stdlib | 0.2.4 | indirect |
| crates.io | allocator-api2 | 0.2.21 | indirect |
| crates.io | android_system_properties | 0.1.6 | indirect |
| crates.io | anyhow | 1.0.104 | indirect |
| crates.io | apache-avro | 0.21.0 | indirect |
| crates.io | ar_archive_writer | 0.5.3 | indirect |
| crates.io | arboard | 3.6.1 | indirect |
| crates.io | arc-swap | 1.9.2 | 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 | 0.7.8 | 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 | 0.1.92 | 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 | autotools | 0.2.7 | indirect |
| crates.io | avro-schema | 0.3.0 | indirect |
| crates.io | aws-config | — | indirect |
| crates.io | aws-config | 1.10.1 | indirect |
| crates.io | aws-credential-types | 1.3.0 | indirect |
| crates.io | aws-lc-rs | 1.18.0 | indirect |
| crates.io | aws-lc-sys | 0.44.0 | indirect |
| crates.io | aws-runtime | 1.9.1 | indirect |
| crates.io | aws-sdk-s3 | — | indirect |
| crates.io | aws-sdk-s3 | 1.142.0 | indirect |
| crates.io | aws-sdk-sso | 1.106.0 | indirect |
| crates.io | aws-sdk-ssooidc | 1.108.0 | indirect |
| crates.io | aws-sdk-sts | 1.111.0 | indirect |
| crates.io | aws-sigv4 | 1.5.1 | indirect |
| crates.io | aws-smithy-async | 1.3.0 | indirect |
| crates.io | aws-smithy-checksums | — | indirect |
| crates.io | aws-smithy-checksums | 0.64.8 | indirect |
| crates.io | aws-smithy-checksums | 0.65.0 | indirect |
| crates.io | aws-smithy-eventstream | 0.61.2 | indirect |
| crates.io | aws-smithy-http | 0.63.6 | indirect |
| crates.io | aws-smithy-http | 0.64.0 | indirect |
| crates.io | aws-smithy-http-client | 1.3.0 | indirect |
| crates.io | aws-smithy-json | 0.63.0 | indirect |
| crates.io | aws-smithy-observability | 0.3.0 | indirect |
| crates.io | aws-smithy-query | 0.62.0 | indirect |
| crates.io | aws-smithy-runtime | 1.13.1 | indirect |
| crates.io | aws-smithy-runtime-api | 1.14.0 | indirect |
| crates.io | aws-smithy-runtime-api-macros | 1.1.0 | indirect |
| crates.io | aws-smithy-schema | 0.2.0 | indirect |
| crates.io | aws-smithy-types | 1.6.2 | indirect |
| crates.io | aws-smithy-xml | 0.62.0 | indirect |
| crates.io | aws-types | 1.5.0 | indirect |
| crates.io | base16ct | 0.2.0 | indirect |
| crates.io | base64 | 0.22.1 | indirect |
| crates.io | base64 | 0.23.1 | 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 | 2.13.1 | indirect |
| crates.io | blake3 | 1.8.6 | indirect |
| crates.io | block-buffer | 0.10.4 | indirect |
| crates.io | block-buffer | 0.12.1 | indirect |
| crates.io | bon | 3.9.3 | indirect |
| crates.io | bon-macros | 3.9.3 | indirect |
| crates.io | boxcar | 0.2.14 | indirect |
| crates.io | brotli | — | indirect |
| crates.io | brotli | 8.0.4 | indirect |
| crates.io | brotli-decompressor | 5.0.3 | indirect |
| crates.io | btparse | 0.2.0 | indirect |
| crates.io | bumpalo | 3.20.3 | indirect |
| crates.io | bytemuck | 1.25.2 | indirect |
| crates.io | bytemuck_derive | 1.12.0 | indirect |
| crates.io | byteorder | 1.5.0 | indirect |
| crates.io | bytes | 1.12.1 | indirect |
| crates.io | bytes-utils | 0.1.4 | indirect |
| crates.io | castaway | 0.2.4 | indirect |
| crates.io | cc | 1.4.3 | indirect |
| crates.io | cfg-if | 1.0.4 | indirect |
| crates.io | cfg_aliases | 0.2.2 | indirect |
| crates.io | chacha20 | 0.10.2 | indirect |
| crates.io | chrono | 0.4.45 | 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 | 0.7.4 | indirect |
| crates.io | combine | 4.6.7 | 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 | 0.9.4 | 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 | 0.5.16 | indirect |
| crates.io | crossbeam-deque | 0.8.7 | indirect |
| crates.io | crossbeam-epoch | 0.9.20 | indirect |
| crates.io | crossbeam-queue | 0.3.13 | indirect |
| crates.io | crossbeam-utils | 0.8.22 | 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 | 0.2.7 | 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 | 1.17.0 | 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 | 3.4.0 | indirect |
| crates.io | ethnum | 1.5.3 | indirect |
| crates.io | event-listener | 5.4.2 | 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 | 0.2.4 | indirect |
| crates.io | fastrand | 2.5.0 | indirect |
| crates.io | ff | 0.13.1 | indirect |
| crates.io | filetime | 0.2.29 | indirect |
| crates.io | find-msvc-tools | 0.1.11 | 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 | 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 | 0.3.34 | indirect |
| crates.io | futures-channel | 0.3.34 | indirect |
| crates.io | futures-core | 0.3.34 | indirect |
| crates.io | futures-executor | 0.3.34 | indirect |
| crates.io | futures-io | 0.3.34 | indirect |
| crates.io | futures-macro | 0.3.34 | indirect |
| crates.io | futures-sink | 0.3.34 | indirect |
| crates.io | futures-task | 0.3.34 | indirect |
| crates.io | futures-util | 0.3.34 | 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 | 0.4.3 | indirect |
| crates.io | glob | — | indirect |
| crates.io | glob | 0.3.4 | indirect |
| crates.io | group | 0.13.0 | indirect |
| crates.io | h2 | 0.4.16 | 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 | 1.5.0 | indirect |
| crates.io | http-body | 0.4.6 | indirect |
| crates.io | http-body | 1.1.0 | indirect |
| crates.io | http-body-util | 0.1.5 | indirect |
| crates.io | httparse | 1.10.1 | indirect |
| crates.io | humantime | 2.4.0 | indirect |
| crates.io | hwlocality-sys | 0.7.1 | indirect |
| crates.io | hybrid-array | 0.4.14 | indirect |
| crates.io | hyper | 1.11.0 | indirect |
| crates.io | hyper-rustls | 0.27.9 | 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 | 2.3.0 | indirect |
| crates.io | icu_locale_core | 2.3.0 | indirect |
| crates.io | icu_normalizer | 2.3.0 | indirect |
| crates.io | icu_normalizer_data | 2.3.0 | indirect |
| crates.io | icu_properties | 2.3.0 | indirect |
| crates.io | icu_properties_data | 2.3.0 | indirect |
| crates.io | icu_provider | 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 | 2.12.1 | indirect |
| crates.io | iter-read | 1.1.0 | indirect |
| crates.io | itertools | 0.10.5 | indirect |
| crates.io | itertools | 0.15.0 | indirect |
| crates.io | itoa | 1.0.18 | indirect |
| crates.io | jni | 0.22.4 | indirect |
| crates.io | jni-macros | 0.22.4 | indirect |
| crates.io | jni-sys | 0.4.1 | indirect |
| crates.io | jni-sys-macros | 0.4.1 | indirect |
| crates.io | jobserver | 0.1.35 | indirect |
| crates.io | js-sys | 0.3.104 | indirect |
| crates.io | jsonpath_lib_polars_vendor | — | indirect |
| crates.io | jsonpath_lib_polars_vendor | 0.0.1 | indirect |
| crates.io | keccak | 0.2.1 | indirect |
| crates.io | libc | — | indirect |
| crates.io | libc | 0.2.189 | 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 | 0.8.3 | indirect |
| crates.io | litrs | 1.0.0 | indirect |
| crates.io | lock_api | 0.4.14 | indirect |
| crates.io | log | 0.4.33 | 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 | 0.3.11 | indirect |
| crates.io | md-5 | 0.11.0 | indirect |
| crates.io | memchr | 2.8.3 | 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 | 1.2.2 | indirect |
| crates.io | murmur3 | 0.5.2 | 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 | 0.4.8 | 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 | 0.1.47 | indirect |
| crates.io | num-iter | 0.1.46 | 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 | 0.39.1 | indirect |
| crates.io | object_store | 0.14.2 | indirect |
| crates.io | once_cell | — | indirect |
| crates.io | once_cell | 1.21.4 | indirect |
| crates.io | openssl-probe | 0.2.1 | 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 | 0.3.34 | 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 | 1.15.0 | indirect |
| crates.io | portable-atomic-util | 0.2.7 | indirect |
| crates.io | potential_utf | 0.1.6 | 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 | 1.0.107 | 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 | 0.1.32 | indirect |
| crates.io | pyo3 | 0.29.2 | indirect |
| crates.io | pyo3-build-config | 0.29.2 | indirect |
| crates.io | pyo3-ffi | 0.29.2 | indirect |
| crates.io | pyo3-macros | 0.29.2 | indirect |
| crates.io | pyo3-macros-backend | 0.29.2 | indirect |
| crates.io | quad-rand | 0.2.3 | indirect |
| crates.io | quick-xml | 0.41.0 | indirect |
| crates.io | quinn | 0.11.11 | indirect |
| crates.io | quinn-proto | 0.11.17 | indirect |
| crates.io | quinn-udp | 0.5.15 | indirect |
| crates.io | quote | — | indirect |
| crates.io | quote | 1.0.47 | indirect |
| crates.io | r-efi | 5.3.0 | indirect |
| crates.io | r-efi | 6.0.0 | indirect |
| crates.io | rand | — | indirect |
| crates.io | rand | 0.10.2 | indirect |
| crates.io | rand | 0.9.5 | 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_pcg | 0.10.2 | 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 | 1.0.26 | indirect |
| crates.io | ref-cast-impl | 1.0.26 | indirect |
| crates.io | regex | 1.13.1 | indirect |
| crates.io | regex-automata | 0.4.18 | indirect |
| crates.io | regex-lite | 0.1.9 | indirect |
| crates.io | regex-syntax | 0.8.11 | indirect |
| crates.io | reqwest | 0.13.4 | 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 | 2.1.3 | 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 | 0.23.45 | indirect |
| crates.io | rustls-native-certs | 0.8.4 | indirect |
| crates.io | rustls-pki-types | 1.15.1 | indirect |
| crates.io | rustls-platform-verifier | 0.7.0 | indirect |
| crates.io | rustls-platform-verifier-android | 0.1.1 | indirect |
| crates.io | rustls-webpki | 0.103.14 | indirect |
| crates.io | rustversion | 1.0.23 | 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 | 1.2.2 | indirect |
| crates.io | schemars_derive | 1.2.2 | 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 | 1.0.229 | 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 | 1.0.229 | indirect |
| crates.io | serde_derive | 1.0.229 | indirect |
| crates.io | serde_derive_internals | 0.30.0 | indirect |
| crates.io | serde_json | — | indirect |
| crates.io | serde_json | 1.0.151 | 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 | 0.10.7 | indirect |
| crates.io | sha1 | 0.11.0 | indirect |
| crates.io | sha2 | 0.10.9 | indirect |
| crates.io | sha2 | 0.11.0 | indirect |
| crates.io | sha3 | 0.12.0 | 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 | 0.3.10 | indirect |
| crates.io | simd-json | 0.17.3 | indirect |
| crates.io | simd_cesu8 | 1.2.0 | 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 | 1.15.2 | indirect |
| crates.io | snap | — | indirect |
| crates.io | snap | 1.1.2 | indirect |
| crates.io | socket2 | 0.6.5 | indirect |
| crates.io | spin | 0.10.1 | indirect |
| crates.io | spki | 0.7.3 | indirect |
| crates.io | sponge-cursor | 0.1.0 | 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 | 0.1.25 | 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 | 2.0.119 | indirect |
| crates.io | syn | 3.0.3 | indirect |
| crates.io | sync_wrapper | 1.0.2 | indirect |
| crates.io | synstructure | 0.13.2 | indirect |
| crates.io | sysinfo | — | indirect |
| crates.io | sysinfo | 0.39.6 | indirect |
| crates.io | system-configuration | 0.7.0 | indirect |
| crates.io | system-configuration-sys | 0.6.0 | indirect |
| crates.io | tar | 0.4.46 | indirect |
| crates.io | target-lexicon | 0.13.5 | indirect |
| crates.io | target-triple | 1.0.1 | 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 | 2.0.20 | indirect |
| crates.io | thiserror-impl | 2.0.20 | indirect |
| crates.io | thread_local | 1.1.10 | 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 | 0.3.55 | indirect |
| crates.io | time-core | 0.1.9 | indirect |
| crates.io | time-macros | 0.2.32 | indirect |
| crates.io | tinystr | 0.8.4 | indirect |
| crates.io | tinyvec | 1.12.0 | indirect |
| crates.io | tinyvec_macros | 0.1.1 | indirect |
| crates.io | tokio | 1.53.1 | indirect |
| crates.io | tokio-macros | 2.7.2 | indirect |
| crates.io | tokio-rustls | 0.26.4 | indirect |
| crates.io | tokio-util | 0.7.19 | indirect |
| crates.io | toml | 1.1.4+spec-1.1.0 | indirect |
| crates.io | toml_datetime | 1.1.1+spec-1.1.0 | indirect |
| crates.io | toml_parser | 1.1.3+spec-1.1.0 | indirect |
| crates.io | toml_writer | 1.1.2+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 | 1.0.120 | indirect |
| crates.io | twox-hash | 2.1.3 | 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 | untrusted | 0.9.0 | indirect |
| crates.io | unty | 0.0.4 | indirect |
| crates.io | ureq | 3.4.0 | indirect |
| crates.io | ureq-proto | 0.6.1 | indirect |
| crates.io | url | 2.5.8 | indirect |
| crates.io | urlencoding | 2.1.3 | indirect |
| crates.io | utf8-zero | 0.8.1 | indirect |
| crates.io | utf8_iter | 1.0.4 | indirect |
| crates.io | uuid | 1.24.1 | indirect |
| crates.io | value-trait | 0.12.2 | 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 | 1.0.4+wasi-0.2.12 | indirect |
| crates.io | wasm-bindgen | 0.2.127 | indirect |
| crates.io | wasm-bindgen-futures | 0.4.77 | indirect |
| crates.io | wasm-bindgen-macro | 0.2.127 | indirect |
| crates.io | wasm-bindgen-macro-support | 0.2.127 | indirect |
| crates.io | wasm-bindgen-shared | 0.2.127 | indirect |
| crates.io | wasm-streams | 0.5.0 | indirect |
| crates.io | web-sys | 0.3.104 | indirect |
| crates.io | web-time | 1.1.0 | indirect |
| crates.io | webpki-root-certs | 1.0.9 | indirect |
| crates.io | webpki-roots | 1.0.9 | 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-registry | 0.6.1 | 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 | 1.0.4 | indirect |
| crates.io | wit-bindgen | 0.57.1 | indirect |
| crates.io | writeable | 0.6.4 | indirect |
| crates.io | x11rb | 0.13.2 | indirect |
| crates.io | x11rb-protocol | 0.13.2 | indirect |
| crates.io | xattr | 1.6.1 | indirect |
| crates.io | xmlparser | 0.13.6 | indirect |
| crates.io | xxhash-rust | — | indirect |
| crates.io | xxhash-rust | 0.8.18 | indirect |
| crates.io | yoke | 0.8.3 | indirect |
| crates.io | yoke-derive | 0.8.2 | indirect |
| crates.io | zerocopy | 0.8.56 | indirect |
| crates.io | zerocopy-derive | 0.8.56 | indirect |
| crates.io | zerofrom | 0.1.8 | indirect |
| crates.io | zerofrom-derive | 0.1.7 | indirect |
| crates.io | zeroize | 1.9.0 | indirect |
| crates.io | zerotrie | 0.2.5 | indirect |
| crates.io | zerovec | 0.11.7 | indirect |
| crates.io | zerovec-derive | 0.11.5 | indirect |
| crates.io | zlib-rs | 0.6.7 | indirect |
| crates.io | zmij | 1.0.23 | 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 | 2.3.0 | 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 | 2.0.0rc1 | indirect |
| PyPI | polars-runtime-compat | 2.0.0rc1 | 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 | 0.15.21 | indirect |
| PyPI | s3fs | — | indirect |
| PyPI | seaborn | — | indirect |
| PyPI | setuptools | — | indirect |
| PyPI | sphinx | 8.1.3 | indirect |
| PyPI | sphinx-autosummary-accessors | 2023.4.0 | indirect |
| PyPI | sphinx-copybutton | 0.5.2 | indirect |
| PyPI | sphinx-design | 0.6.1 | indirect |
| PyPI | sphinx-favicon | 1.0.1 | indirect |
| PyPI | sphinx-reredirects | 0.1.5 | indirect |
| PyPI | sphinx-sitemap | 2.9.0 | indirect |
| PyPI | sphinx-toolbox | 3.8.1 | indirect |
| PyPI | sqlalchemy | — | indirect |
| PyPI | torch | — | indirect |
| PyPI | typos | 1.48.0 | indirect |
| PyPI | tzdata | — | indirect |
| PyPI | xlsx2csv | — | indirect |
| PyPI | xlsxwriter | — | indirect |
| PyPI | zstandard | — | indirect |
Dependency advisories 0
Installing pypi:polars@1.44.2 pulls in 1 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
Feedback
Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.
Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.