Öffentliches Register
Software-GesundheitsberichtSchema 0.11.0 · Metriken 1.13.0 · 2026-07-15 21:03 UTC

pola-rs / polars

Extremely fast Query Engine for DataFrames, written in Rust

Rust · PythonMIT★ 39.022 Sterne⑂ 2.945 Forksseit Mai 2020Auf GitHub ansehen ↗

pola-rs/polars erreicht einen Gesundheitsindex von 84 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (100/100) ab, am schwächsten bei AI Readiness (54/100). Zuletzt heute aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.

84
gesamt / 100
Gut

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

84
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

PolarsOrganisation
1.217 Follower26 öffentliche Reposseit Mai 2021

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIpolars1.42.159.450.295425vor 15 Tagendataframearrowout-of-core

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

100Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
36/36Commit-Rhythmus — 52/52 Wochen mit Commits
18/18Commit-Volumen — 2.181 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — keine Daten
Verwendete Eingangsdaten
commits_last_year2.181
human_commit_share
days_since_last_push0
active_weeks_last_year52

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 15 Tagen
27/27Release-Rhythmus — ein Release etwa alle 11,6 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count100
latest_release_tagpy-1.42.1
releases_from_tagsnein
days_since_latest_release15
mean_days_between_releases11,6

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

96Exzellent · 18 % des Gesamtindex
Wie die Bewertung erfolgt
60/60Stars — 39.022 Stars
25/25Forks — 2.945 Forks
12.9/15Watcher — 213 Watcher
Verwendete Eingangsdaten
forks2.945
stars39.022
watchers213
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja
Wie die Bewertung erfolgt
80/80Downloads pro Monat — 59.450.295 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagespolars
dependents
ecosystemspypi
total_downloads
monthly_downloads59.450.295
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

77Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
25.2/54Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab
12.4/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 45 % der Commits
13.5/13.5Breite der Beitragenden — 100 Beitragende
0/10OpenSSF Scorecard: Contributors — keine Daten
Verwendete Eingangsdaten
bus_factor2
contributors_sampled100
top_contributor_share0,451
Wie die Bewertung erfolgt
37.8/46.8Issue-Lösungsquote — 81 % der Issues geschlossen
34.2/38.3PR-Annahme — 13.450/15.040 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — keine Daten
Verwendete Eingangsdaten
merged_prs13.450
open_issues2.489
closed_issues10.457
issue_closed_ratio0,808
closed_unmerged_prs1.590
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
22.2/25Reichweite des Inhabers — 1.217 Follower von pola-rs
20.8/25Kontohistorie — 26 öffentliche Repos, Kontoalter ca. 5 Jahre
Verwendete Eingangsdaten
followers1.217
owner_typeOrganization
is_verified
owner_loginpola-rs
public_repos26
account_age_days1.896

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 15 Tagen
20/20Versionshistorie — 425 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagespolars
ecosystemspypi
any_deprecatednein
min_days_since_publish15

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

72Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 20 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://docs.pola.rs
10/10Repository-Beschreibung
10/10Topics — 8 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsdataframe-library, dataframe, dataframes, rust, arrow, python, out-of-core, polars
has_wikinein
homepagehttps://docs.pola.rs
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

73Gut · 16 % des Gesamtindex
Wie die Bewertung erfolgt
30/30Sicherheitsrichtlinie (SECURITY.md)
25/25Dependabot-Konfiguration
0/25Lockfiles für Abhängigkeiten — veröffentlichte Bibliothek — Lockfiles sind Sache der Anwendung, hier nicht erwartet
0/20CodeQL-Workflow
Verwendete Eingangsdaten
sourcefile_signals
lockfilesCargo.lock
manifestsCargo.toml, py-polars/pyproject.toml, py-polars/requirements-ci.txt, py-polars/requirements-dev.txt, py-polars/requirements-lint.txt
has_codeql_workflownein
has_security_policyja
has_dependabot_configja
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lockfiles für Abhängigkeiten. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

54Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — 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
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — py-polars/src/polars/py.typed
10/10Reproduzierbare Umgebung — Nix, lockfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — keine Daten
Verwendete Eingangsdaten
has_nixja
has_testsja
lockfilesCargo.lock
has_dockerfilenein
typed_languageja
bootstrap_filesMakefile, 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_devcontainernein
has_linter_confignein
typecheck_configspy-polars/src/polars/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — Rust (statisch typisiert)
54.2/55Handhabbare Dateigrößen — 42/2.855 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageRust
largest_source_bytes514.355
source_files_sampled2.855
oversized_source_files42
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — example, examples
Verwendete Eingangsdaten
example_dirsexample, examples
has_mcp_signalnein
api_schema_files

Eckdaten

39.022GitHub-Sterne
100Mitwirkende
2.181Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
2Bus-Faktor
2.489offene Issues
crates.io, PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

Weitere Details

Direkte Abhängigkeiten 1
RegistryPaketVersionsvorgabeManifest
PyPIpolars-runtime-32== 1.42.1py-polars/pyproject.toml
Alle Abhängigkeiten 651

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 1 direkte und 650 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIpolars-runtime-321.42.1direkt
crates.ioadler22.0.1indirekt
crates.ioadler321.2.0indirekt
crates.ioahash0.8.12indirekt
crates.ioaho-corasick1.1.4indirekt
crates.ioalloc-no-stdlib2.0.4indirekt
crates.ioalloc-stdlib0.2.2indirekt
crates.ioallocator-api20.2.21indirekt
crates.ioandroid_system_properties0.1.5indirekt
crates.ioanyhow1.0.102indirekt
crates.ioapache-avro0.21.0indirekt
crates.ioar_archive_writer0.5.1indirekt
crates.ioarboard3.6.1indirekt
crates.ioarc-swap1.9.1indirekt
crates.ioargminmax0.6.3indirekt
crates.ioarray-init-cursor0.2.1indirekt
crates.ioarrayref0.3.9indirekt
crates.ioarrayvec0.7.6indirekt
crates.ioasync-channel2.5.0indirekt
crates.ioasync-streamindirekt
crates.ioasync-stream0.3.6indirekt
crates.ioasync-stream-impl0.3.6indirekt
crates.ioasync-trait0.1.89indirekt
crates.ioatoi_simd0.18.1indirekt
crates.ioatomic-waker1.1.2indirekt
crates.ioautocfg1.5.1indirekt
crates.ioavro-schema0.3.0indirekt
crates.ioaws-configindirekt
crates.ioaws-config1.8.18indirekt
crates.ioaws-credential-types1.2.14indirekt
crates.ioaws-lc-rs1.17.0indirekt
crates.ioaws-lc-sys0.41.0indirekt
crates.ioaws-runtime1.7.4indirekt
crates.ioaws-sdk-s3indirekt
crates.ioaws-sdk-s31.135.0indirekt
crates.ioaws-sdk-sso1.101.0indirekt
crates.ioaws-sdk-ssooidc1.103.0indirekt
crates.ioaws-sdk-sts1.106.0indirekt
crates.ioaws-sigv41.4.5indirekt
crates.ioaws-smithy-async1.2.14indirekt
crates.ioaws-smithy-checksumsindirekt
crates.ioaws-smithy-checksums0.64.8indirekt
crates.ioaws-smithy-eventstream0.60.20indirekt
crates.ioaws-smithy-http0.63.6indirekt
crates.ioaws-smithy-http-client1.1.13indirekt
crates.ioaws-smithy-json0.62.7indirekt
crates.ioaws-smithy-observability0.2.6indirekt
crates.ioaws-smithy-query0.60.15indirekt
crates.ioaws-smithy-runtime1.11.3indirekt
crates.ioaws-smithy-runtime-api1.12.3indirekt
crates.ioaws-smithy-runtime-api-macros1.0.0indirekt
crates.ioaws-smithy-schema0.1.0indirekt
crates.ioaws-smithy-types1.4.9indirekt
crates.ioaws-smithy-xml0.60.15indirekt
crates.ioaws-types1.3.16indirekt
crates.iobase16ct0.2.0indirekt
crates.iobase640.22.1indirekt
crates.iobase64-simd0.8.0indirekt
crates.iobase64ct1.8.3indirekt
crates.iobigdecimal0.4.10indirekt
crates.iobincode2.0.1indirekt
crates.iobincode_derive2.0.1indirekt
crates.iobitflags2.12.1indirekt
crates.ioblake31.8.5indirekt
crates.ioblock-buffer0.10.4indirekt
crates.ioblock-buffer0.12.0indirekt
crates.iobon3.9.1indirekt
crates.iobon-macros3.9.1indirekt
crates.ioboxcar0.2.14indirekt
crates.iobrotliindirekt
crates.iobrotli8.0.3indirekt
crates.iobrotli-decompressor5.0.1indirekt
crates.iobtparse0.2.0indirekt
crates.iobumpalo3.20.3indirekt
crates.iobytemuck1.25.0indirekt
crates.iobytemuck_derive1.10.2indirekt
crates.iobyteorder1.5.0indirekt
crates.iobytes1.11.1indirekt
crates.iobytes-utils0.1.4indirekt
crates.iocastaway0.2.4indirekt
crates.iocc1.2.63indirekt
crates.iocfg-if1.0.4indirekt
crates.iocfg_aliases0.2.1indirekt
crates.iochacha200.10.0indirekt
crates.iochrono0.4.44indirekt
crates.iochrono-tz0.10.4indirekt
crates.ioclipboard-win5.4.1indirekt
crates.iocmake0.1.58indirekt
crates.iocmov0.5.4indirekt
crates.iocolor-backtrace0.7.2indirekt
crates.iocomfy-tableindirekt
crates.iocomfy-table7.2.2indirekt
crates.iocompact_str0.9.1indirekt
crates.ioconcurrent-queue2.5.0indirekt
crates.ioconst-oid0.10.2indirekt
crates.ioconst-oid0.9.6indirekt
crates.ioconstant_time_eq0.4.2indirekt
crates.iocore-foundation0.10.1indirekt
crates.iocore-foundation-sys0.8.7indirekt
crates.iocpufeatures0.2.17indirekt
crates.iocpufeatures0.3.0indirekt
crates.iocrc2.1.0indirekt
crates.iocrc-catalog1.1.1indirekt
crates.iocrc-fast1.10.0indirekt
crates.iocrc32fast1.5.0indirekt
crates.iocrossbeam-channel0.5.15indirekt
crates.iocrossbeam-deque0.8.6indirekt
crates.iocrossbeam-epoch0.9.20indirekt
crates.iocrossbeam-queue0.3.12indirekt
crates.iocrossbeam-utils0.8.21indirekt
crates.iocrossterm0.29.0indirekt
crates.iocrossterm_winapi0.9.1indirekt
crates.iocrunchy0.2.4indirekt
crates.iocrypto-bigint0.5.5indirekt
crates.iocrypto-common0.1.7indirekt
crates.iocrypto-common0.2.2indirekt
crates.ioctutils0.4.2indirekt
crates.iodarling0.23.0indirekt
crates.iodarling_core0.23.0indirekt
crates.iodarling_macro0.23.0indirekt
crates.iodebug_unsafe0.1.4indirekt
crates.ioder0.7.10indirekt
crates.ioderanged0.5.8indirekt
crates.iodigest0.10.7indirekt
crates.iodigest0.11.3indirekt
crates.iodigest-io0.1.0indirekt
crates.iodispatch20.3.1indirekt
crates.iodisplaydoc0.2.6indirekt
crates.iodissimilar1.0.11indirekt
crates.iodocument-features0.2.12indirekt
crates.iodunce1.0.5indirekt
crates.iodyn-cloneindirekt
crates.iodyn-clone1.0.20indirekt
crates.ioecdsa0.16.9indirekt
crates.ioeither1.16.0indirekt
crates.ioelliptic-curve0.13.8indirekt
crates.ioequivalent1.0.2indirekt
crates.ioerrno0.3.14indirekt
crates.ioerror-code3.3.2indirekt
crates.ioethnum1.5.3indirekt
crates.ioevent-listener5.4.1indirekt
crates.ioevent-listener-strategy0.5.4indirekt
crates.iofallible-streaming-iteratorindirekt
crates.iofallible-streaming-iterator0.1.9indirekt
crates.iofast-float20.2.3indirekt
crates.iofastrand2.4.1indirekt
crates.ioff0.13.1indirekt
crates.iofind-msvc-tools0.1.9indirekt
crates.ioflate21.1.9indirekt
crates.iofloat-cmp0.10.0indirekt
crates.iofnv1.0.7indirekt
crates.iofoldhash0.1.5indirekt
crates.iofoldhash0.2.0indirekt
crates.ioforeign-types0.3.2indirekt
crates.ioforeign-types-shared0.1.1indirekt
crates.ioform_urlencoded1.2.2indirekt
crates.iofs4indirekt
crates.iofs41.1.0indirekt
crates.iofs_extra1.3.0indirekt
crates.iofutures0.3.32indirekt
crates.iofutures-channel0.3.32indirekt
crates.iofutures-core0.3.32indirekt
crates.iofutures-executor0.3.32indirekt
crates.iofutures-io0.3.32indirekt
crates.iofutures-macro0.3.32indirekt
crates.iofutures-sink0.3.32indirekt
crates.iofutures-task0.3.32indirekt
crates.iofutures-util0.3.32indirekt
crates.iogeneric-array0.14.7indirekt
crates.iogethostname1.1.0indirekt
crates.iogetrandomindirekt
crates.iogetrandom0.2.17indirekt
crates.iogetrandom0.3.4indirekt
crates.iogetrandom0.4.2indirekt
crates.ioglobindirekt
crates.ioglob0.3.3indirekt
crates.iogroup0.13.0indirekt
crates.ioh20.4.14indirekt
crates.iohalf2.7.1indirekt
crates.iohalfbrown0.4.0indirekt
crates.iohashbrown0.15.5indirekt
crates.iohashbrown0.16.1indirekt
crates.iohashbrown0.17.1indirekt
crates.ioheck0.5.0indirekt
crates.iohex0.4.3indirekt
crates.iohmac0.12.1indirekt
crates.iohmac0.13.0indirekt
crates.iohomeindirekt
crates.iohome0.5.12indirekt
crates.iohttp0.2.12indirekt
crates.iohttp1.4.1indirekt
crates.iohttp-body0.4.6indirekt
crates.iohttp-body1.0.1indirekt
crates.iohttp-body-util0.1.3indirekt
crates.iohttparse1.10.1indirekt
crates.iohumantime2.3.0indirekt
crates.iohybrid-array0.4.12indirekt
crates.iohyper1.10.1indirekt
crates.iohyper-rustls0.27.9indirekt
crates.iohyper-tls0.6.0indirekt
crates.iohyper-util0.1.20indirekt
crates.ioiana-time-zone0.1.65indirekt
crates.ioiana-time-zone-haiku0.1.2indirekt
crates.ioicu_collections2.2.0indirekt
crates.ioicu_locale_core2.2.0indirekt
crates.ioicu_normalizer2.2.0indirekt
crates.ioicu_normalizer_data2.2.0indirekt
crates.ioicu_properties2.2.0indirekt
crates.ioicu_properties_data2.2.0indirekt
crates.ioicu_provider2.2.0indirekt
crates.ioid-arena2.3.0indirekt
crates.ioident_case1.0.1indirekt
crates.ioidna1.1.0indirekt
crates.ioidna_adapter1.2.2indirekt
crates.ioindexmap2.14.0indirekt
crates.ioinventory0.3.24indirekt
crates.ioipnet2.12.0indirekt
crates.ioiter-read1.1.0indirekt
crates.ioitertools0.10.5indirekt
crates.ioitertools0.14.0indirekt
crates.ioitoa1.0.18indirekt
crates.iojobserver0.1.34indirekt
crates.iojs-sys0.3.99indirekt
crates.iojsonpath_lib_polars_vendorindirekt
crates.iojsonpath_lib_polars_vendor0.0.1indirekt
crates.ioleb128fmt0.1.0indirekt
crates.iolibcindirekt
crates.iolibc0.2.186indirekt
crates.iolibflate1.4.0indirekt
crates.iolibflate_lz771.2.0indirekt
crates.iolibloading0.9.0indirekt
crates.iolibm0.2.16indirekt
crates.iolibmimalloc-sys0.1.49indirekt
crates.iolinux-raw-sys0.12.1indirekt
crates.iolitemap0.8.2indirekt
crates.iolitrs1.0.0indirekt
crates.iolock_api0.4.14indirekt
crates.iolog0.4.32indirekt
crates.iolru0.16.4indirekt
crates.iolru-slab0.1.2indirekt
crates.iolz4indirekt
crates.iolz41.28.1indirekt
crates.iolz4-sys1.11.1+lz4-1.10.0indirekt
crates.iolz4_flexindirekt
crates.iolz4_flex0.13.1indirekt
crates.iomatrixmultiply0.3.10indirekt
crates.iomd-50.11.0indirekt
crates.iomemchr2.8.1indirekt
crates.iomemmap20.9.11indirekt
crates.iomimallocindirekt
crates.iomimalloc0.1.52indirekt
crates.iominiz_oxide0.8.9indirekt
crates.iomio1.2.1indirekt
crates.ionative-tls0.2.18indirekt
crates.iondarray0.17.2indirekt
crates.ionix0.31.3indirekt
crates.ionowindirekt
crates.ionow0.1.3indirekt
crates.iontapi0.4.3indirekt
crates.ionumindirekt
crates.ionum0.4.3indirekt
crates.ionum-bigint0.4.6indirekt
crates.ionum-complex0.4.6indirekt
crates.ionum-conv0.2.2indirekt
crates.ionum-derive0.4.2indirekt
crates.ionum-integer0.1.46indirekt
crates.ionum-iter0.1.45indirekt
crates.ionum-rational0.4.2indirekt
crates.ionum-traits0.2.19indirekt
crates.ionumpy0.29.0indirekt
crates.ioobjc20.6.4indirekt
crates.ioobjc2-app-kit0.3.2indirekt
crates.ioobjc2-core-foundation0.3.2indirekt
crates.ioobjc2-core-graphics0.3.2indirekt
crates.ioobjc2-encode4.1.0indirekt
crates.ioobjc2-foundation0.3.2indirekt
crates.ioobjc2-io-kit0.3.2indirekt
crates.ioobjc2-io-surface0.3.2indirekt
crates.ioobject0.37.3indirekt
crates.ioobject_store0.13.2indirekt
crates.ioonce_cellindirekt
crates.ioonce_cell1.21.4indirekt
crates.ioopenssl0.10.80indirekt
crates.ioopenssl-macros0.1.1indirekt
crates.ioopenssl-probe0.2.1indirekt
crates.ioopenssl-sys0.9.116indirekt
crates.iooutref0.5.2indirekt
crates.iop2560.13.2indirekt
crates.ioparking2.2.1indirekt
crates.ioparking_lot0.12.5indirekt
crates.ioparking_lot_core0.9.12indirekt
crates.iopem-rfc74680.7.0indirekt
crates.iopercent-encoding2.3.2indirekt
crates.iophf0.12.1indirekt
crates.iophf_shared0.12.1indirekt
crates.iopin-project-lite0.2.17indirekt
crates.iopin-utils0.1.0indirekt
crates.iopkcs80.10.2indirekt
crates.iopkg-config0.3.33indirekt
crates.ioplanus1.1.1indirekt
crates.iopolars-arrow-format0.2.1indirekt
crates.iopolars-parquet-formatindirekt
crates.iopolars-parquet-format0.1.0indirekt
crates.ioportable-atomic1.13.1indirekt
crates.ioportable-atomic-util0.2.7indirekt
crates.iopotential_utf0.1.5indirekt
crates.iopowerfmt0.2.0indirekt
crates.ioppv-lite860.2.21indirekt
crates.ioprettyplease0.2.37indirekt
crates.ioprimeorder0.13.6indirekt
crates.ioproc-macro2indirekt
crates.ioproc-macro21.0.106indirekt
crates.ioproptest1.11.0indirekt
crates.ioprost0.11.9indirekt
crates.ioprost-derive0.11.9indirekt
crates.iopsm0.1.31indirekt
crates.iopyo30.29.0indirekt
crates.iopyo3-build-config0.29.0indirekt
crates.iopyo3-ffi0.29.0indirekt
crates.iopyo3-macros0.29.0indirekt
crates.iopyo3-macros-backend0.29.0indirekt
crates.ioquad-rand0.2.3indirekt
crates.ioquick-xml0.39.4indirekt
crates.ioquinn0.11.9indirekt
crates.ioquinn-proto0.11.14indirekt
crates.ioquinn-udp0.5.14indirekt
crates.ioquoteindirekt
crates.ioquote1.0.45indirekt
crates.ior-efi5.3.0indirekt
crates.ior-efi6.0.0indirekt
crates.iorandindirekt
crates.iorand0.10.1indirekt
crates.iorand0.9.4indirekt
crates.iorand_chacha0.9.0indirekt
crates.iorand_core0.10.1indirekt
crates.iorand_core0.6.4indirekt
crates.iorand_core0.9.5indirekt
crates.iorand_distr0.6.0indirekt
crates.iorand_xorshift0.4.0indirekt
crates.ioraw-cpuid11.6.0indirekt
crates.iorawpointer0.2.1indirekt
crates.iorayon1.12.0indirekt
crates.iorayon-core1.13.0indirekt
crates.iorecursive0.1.1indirekt
crates.iorecursive-proc-macro-impl0.1.1indirekt
crates.ioredox_syscall0.5.18indirekt
crates.ioref-cast1.0.25indirekt
crates.ioref-cast-impl1.0.25indirekt
crates.ioregex1.12.3indirekt
crates.ioregex-automata0.4.14indirekt
crates.ioregex-lite0.1.9indirekt
crates.ioregex-syntax0.8.10indirekt
crates.ioreqwest0.12.28indirekt
crates.iorfc69790.4.0indirekt
crates.ioring0.17.14indirekt
crates.iorle-decode-fast1.0.3indirekt
crates.iormp0.8.15indirekt
crates.iormp-serde1.3.1indirekt
crates.iorustc-hash2.1.2indirekt
crates.iorustc_version0.4.1indirekt
crates.iorustflags0.1.7indirekt
crates.iorustix1.1.4indirekt
crates.iorustls0.23.40indirekt
crates.iorustls-native-certs0.8.4indirekt
crates.iorustls-pki-types1.14.1indirekt
crates.iorustls-webpki0.103.13indirekt
crates.iorustversion1.0.22indirekt
crates.ioryu1.0.23indirekt
crates.iosame-file1.0.6indirekt
crates.ioschannel0.1.29indirekt
crates.ioschemars1.2.1indirekt
crates.ioschemars_derive1.2.1indirekt
crates.ioscopeguard1.2.0indirekt
crates.iosec10.7.3indirekt
crates.iosecurity-framework3.7.0indirekt
crates.iosecurity-framework-sys2.17.0indirekt
crates.iosemver1.0.28indirekt
crates.ioserdeindirekt
crates.ioserde1.0.228indirekt
crates.ioserde-pickleindirekt
crates.ioserde-pickle1.2.0indirekt
crates.ioserde_bytes0.11.19indirekt
crates.ioserde_core1.0.228indirekt
crates.ioserde_derive1.0.228indirekt
crates.ioserde_derive_internals0.29.1indirekt
crates.ioserde_jsonindirekt
crates.ioserde_json1.0.150indirekt
crates.ioserde_spanned1.1.1indirekt
crates.ioserde_stacker0.1.14indirekt
crates.ioserde_urlencoded0.7.1indirekt
crates.iosha10.10.6indirekt
crates.iosha10.11.0indirekt
crates.iosha20.10.9indirekt
crates.iosha20.11.0indirekt
crates.ioshlex2.0.1indirekt
crates.iosignal-hookindirekt
crates.iosignal-hook0.4.4indirekt
crates.iosignal-hook-registry1.4.8indirekt
crates.iosignature2.2.0indirekt
crates.iosimd-adler320.3.9indirekt
crates.iosimd-json0.17.0indirekt
crates.iosimdutf80.1.5indirekt
crates.iosiphasher1.0.3indirekt
crates.ioslab0.4.12indirekt
crates.ioslotmap1.1.1indirekt
crates.iosmallvec1.15.1indirekt
crates.iosnapindirekt
crates.iosnap1.1.1indirekt
crates.iosocket20.6.4indirekt
crates.iospin0.10.1indirekt
crates.iospki0.7.3indirekt
crates.iosqlparser0.62.0indirekt
crates.iosqlparser_derive0.5.0indirekt
crates.iostable_deref_trait1.2.1indirekt
crates.iostacker0.1.24indirekt
crates.iostatic_assertions1.1.0indirekt
crates.iostreaming-decompressionindirekt
crates.iostreaming-decompression0.1.2indirekt
crates.iostreaming-iterator0.1.9indirekt
crates.iostrength_reduce0.2.4indirekt
crates.iostrsim0.11.1indirekt
crates.iostrum0.27.2indirekt
crates.iostrum0.28.0indirekt
crates.iostrum_macros0.27.2indirekt
crates.iostrum_macros0.28.0indirekt
crates.iosubtle2.6.1indirekt
crates.iosynindirekt
crates.iosyn1.0.109indirekt
crates.iosyn2.0.117indirekt
crates.iosync_wrapper1.0.2indirekt
crates.iosynstructure0.13.2indirekt
crates.iosysinfoindirekt
crates.iosysinfo0.39.3indirekt
crates.iotarget-lexicon0.13.5indirekt
crates.iotarget-triple1.0.0indirekt
crates.iotempfileindirekt
crates.iotempfile3.27.0indirekt
crates.iotermcolor1.4.1indirekt
crates.iothiserrorindirekt
crates.iothiserror2.0.18indirekt
crates.iothiserror-impl2.0.18indirekt
crates.iothread_local1.1.9indirekt
crates.iotikv-jemalloc-sys0.7.1+5.3.1-0-g81034ce1f1373e37dc865038e1bc8eeecf559ce8indirekt
crates.iotikv-jemallocatorindirekt
crates.iotikv-jemallocator0.7.0indirekt
crates.iotime0.3.47indirekt
crates.iotime-core0.1.8indirekt
crates.iotime-macros0.2.27indirekt
crates.iotinystr0.8.3indirekt
crates.iotinyvec1.11.0indirekt
crates.iotinyvec_macros0.1.1indirekt
crates.iotokio1.52.3indirekt
crates.iotokio-macros2.7.0indirekt
crates.iotokio-native-tls0.3.1indirekt
crates.iotokio-rustls0.26.4indirekt
crates.iotokio-util0.7.18indirekt
crates.iotoml1.1.2+spec-1.1.0indirekt
crates.iotoml_datetime1.1.1+spec-1.1.0indirekt
crates.iotoml_parser1.1.2+spec-1.1.0indirekt
crates.iotoml_writer1.1.1+spec-1.1.0indirekt
crates.iotower0.5.3indirekt
crates.iotower-http0.6.11indirekt
crates.iotower-layer0.3.3indirekt
crates.iotower-service0.3.3indirekt
crates.iotracing0.1.44indirekt
crates.iotracing-attributes0.1.31indirekt
crates.iotracing-core0.1.36indirekt
crates.iotry-lock0.2.5indirekt
crates.iotrybuildindirekt
crates.iotrybuild1.0.116indirekt
crates.iotwox-hash2.1.2indirekt
crates.iotypenum1.20.1indirekt
crates.iounarray0.1.4indirekt
crates.iounicode-ident1.0.24indirekt
crates.iounicode-normalization0.1.25indirekt
crates.iounicode-reverse1.0.9indirekt
crates.iounicode-segmentation1.13.3indirekt
crates.iounicode-width0.2.2indirekt
crates.iounicode-xid0.2.6indirekt
crates.iountrusted0.9.0indirekt
crates.iounty0.0.4indirekt
crates.iourl2.5.8indirekt
crates.iourlencoding2.1.3indirekt
crates.ioutf8_iter1.0.4indirekt
crates.iouuid1.23.2indirekt
crates.iovalue-trait0.12.1indirekt
crates.iovcpkg0.2.15indirekt
crates.ioversion_check0.9.5indirekt
crates.iovirtue0.0.18indirekt
crates.iovsimd0.8.0indirekt
crates.iowalkdir2.5.0indirekt
crates.iowant0.3.1indirekt
crates.iowasi0.11.1+wasi-snapshot-preview1indirekt
crates.iowasip21.0.3+wasi-0.2.9indirekt
crates.iowasip30.4.0+wasi-0.3.0-rc-2026-01-06indirekt
crates.iowasm-bindgen0.2.122indirekt
crates.iowasm-bindgen-futures0.4.72indirekt
crates.iowasm-bindgen-macro0.2.122indirekt
crates.iowasm-bindgen-macro-support0.2.122indirekt
crates.iowasm-bindgen-shared0.2.122indirekt
crates.iowasm-encoder0.244.0indirekt
crates.iowasm-metadata0.244.0indirekt
crates.iowasm-streams0.4.2indirekt
crates.iowasmparser0.244.0indirekt
crates.ioweb-sys0.3.99indirekt
crates.ioweb-time1.1.0indirekt
crates.iowinapi0.3.9indirekt
crates.iowinapi-i686-pc-windows-gnu0.4.0indirekt
crates.iowinapi-util0.1.11indirekt
crates.iowinapi-x86_64-pc-windows-gnu0.4.0indirekt
crates.iowindows0.62.2indirekt
crates.iowindows-collections0.3.2indirekt
crates.iowindows-core0.62.2indirekt
crates.iowindows-future0.3.2indirekt
crates.iowindows-implement0.60.2indirekt
crates.iowindows-interface0.59.3indirekt
crates.iowindows-link0.2.1indirekt
crates.iowindows-numerics0.3.1indirekt
crates.iowindows-result0.4.1indirekt
crates.iowindows-strings0.5.1indirekt
crates.iowindows-sys0.52.0indirekt
crates.iowindows-sys0.60.2indirekt
crates.iowindows-sys0.61.2indirekt
crates.iowindows-targets0.52.6indirekt
crates.iowindows-targets0.53.5indirekt
crates.iowindows-threading0.2.1indirekt
crates.iowindows_aarch64_gnullvm0.52.6indirekt
crates.iowindows_aarch64_gnullvm0.53.1indirekt
crates.iowindows_aarch64_msvc0.52.6indirekt
crates.iowindows_aarch64_msvc0.53.1indirekt
crates.iowindows_i686_gnu0.52.6indirekt
crates.iowindows_i686_gnu0.53.1indirekt
crates.iowindows_i686_gnullvm0.52.6indirekt
crates.iowindows_i686_gnullvm0.53.1indirekt
crates.iowindows_i686_msvc0.52.6indirekt
crates.iowindows_i686_msvc0.53.1indirekt
crates.iowindows_x86_64_gnu0.52.6indirekt
crates.iowindows_x86_64_gnu0.53.1indirekt
crates.iowindows_x86_64_gnullvm0.52.6indirekt
crates.iowindows_x86_64_gnullvm0.53.1indirekt
crates.iowindows_x86_64_msvc0.52.6indirekt
crates.iowindows_x86_64_msvc0.53.1indirekt
crates.iowinnow1.0.3indirekt
crates.iowit-bindgen0.51.0indirekt
crates.iowit-bindgen0.57.1indirekt
crates.iowit-bindgen-core0.51.0indirekt
crates.iowit-bindgen-rust0.51.0indirekt
crates.iowit-bindgen-rust-macro0.51.0indirekt
crates.iowit-component0.244.0indirekt
crates.iowit-parser0.244.0indirekt
crates.iowriteable0.6.3indirekt
crates.iox11rb0.13.2indirekt
crates.iox11rb-protocol0.13.2indirekt
crates.ioxmlparser0.13.6indirekt
crates.ioxxhash-rustindirekt
crates.ioxxhash-rust0.8.15indirekt
crates.ioyoke0.8.3indirekt
crates.ioyoke-derive0.8.2indirekt
crates.iozerocopy0.8.50indirekt
crates.iozerocopy-derive0.8.50indirekt
crates.iozerofrom0.1.8indirekt
crates.iozerofrom-derive0.1.7indirekt
crates.iozeroize1.8.2indirekt
crates.iozerotrie0.2.4indirekt
crates.iozerovec0.11.6indirekt
crates.iozerovec-derive0.11.3indirekt
crates.iozlib-rs0.6.3indirekt
crates.iozmij1.0.21indirekt
crates.iozstd0.13.3indirekt
crates.iozstd-safe7.2.4indirekt
crates.iozstd-sys2.0.16+zstd.1.5.7indirekt
PyPIadbc-driver-managerindirekt
PyPIadbc-driver-sqliteindirekt
PyPIaiosqliteindirekt
PyPIaltairindirekt
PyPIautodocsumm0.2.14indirekt
PyPIazure-identityindirekt
PyPIboto3indirekt
PyPIboto3-stubsindirekt
PyPIcloudpickleindirekt
PyPIconnectorxindirekt
PyPIdeltalakeindirekt
PyPIduckdbindirekt
PyPIfastexcelindirekt
PyPIflaskindirekt
PyPIflask-corsindirekt
PyPIfsspecindirekt
PyPIgeventindirekt
PyPIgoogle-auth-stubsindirekt
PyPIgraphvizindirekt
PyPIgreat-tablesindirekt
PyPIhvplotindirekt
PyPIhypothesisindirekt
PyPIjaxindirekt
PyPIlivereload2.7.0indirekt
PyPImarkdown-exec1.10.0indirekt
PyPImaterial-plausible-plugin0.3.0indirekt
PyPImatplotlibindirekt
PyPImaturinindirekt
PyPImkdocs-macros-plugin1.3.7indirekt
PyPImkdocs-material9.6.20indirekt
PyPImkdocs-redirects1.2.1indirekt
PyPImoto5.0.9indirekt
PyPImypy2.1.0indirekt
PyPInumbaindirekt
PyPInumpyindirekt
PyPInumpydoc1.8.0indirekt
PyPIopenpyxlindirekt
PyPIorjsonindirekt
PyPIpandasindirekt
PyPIpandas-stubsindirekt
PyPIpatchelfindirekt
PyPIpipindirekt
PyPIplotlyindirekt
PyPIplotnineindirekt
PyPIpolarsindirekt
PyPIpolars-cloudindirekt
PyPIpolars-ds0.10.0indirekt
PyPIpolars-runtime-641.42.1indirekt
PyPIpolars-runtime-compat1.42.1indirekt
PyPIpyarrowindirekt
PyPIpydanticindirekt
PyPIpydata-sphinx-theme0.16.0indirekt
PyPIpygithub2.6.1indirekt
PyPIpyicebergindirekt
PyPIpyiceberg-coreindirekt
PyPIpyrefly1.1.1indirekt
PyPIpytest9.0.3indirekt
PyPIpytest-cov7.1.0indirekt
PyPIpytest-xdist3.8.0indirekt
PyPIpytzindirekt
PyPIruff0.15.0indirekt
PyPIs3fsindirekt
PyPIseabornindirekt
PyPIsetuptoolsindirekt
PyPIsphinx8.1.3indirekt
PyPIsphinx-autosummary-accessors2023.4.0indirekt
PyPIsphinx-copybutton0.5.2indirekt
PyPIsphinx-design0.6.1indirekt
PyPIsphinx-favicon1.0.1indirekt
PyPIsphinx-reredirects0.1.5indirekt
PyPIsphinx-sitemap2.9.0indirekt
PyPIsphinx-toolbox3.8.1indirekt
PyPIsqlalchemyindirekt
PyPItomlkitindirekt
PyPItorchindirekt
PyPItypos1.48.0indirekt
PyPItzdataindirekt
PyPIxlsx2csvindirekt
PyPIxlsxwriterindirekt
PyPIzstandardindirekt
JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [
        "dataframe-library",
        "dataframe",
        "dataframes",
        "rust",
        "arrow",
        "python",
        "out-of-core",
        "polars"
      ],
      "is_fork": false,
      "size_kb": 214083,
      "has_wiki": false,
      "homepage": "https://docs.pola.rs",
      "languages": {
        "CSS": 2103,
        "Nix": 19432,
        "HTML": 899,
        "Rust": 15940804,
        "Python": 9241541,
        "Makefile": 20336,
        "JavaScript": 1140,
        "RenderScript": 1
      },
      "pushed_at": "2026-07-15T16:23:54Z",
      "created_at": "2020-05-13T19:45:33Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-15T19:11:45Z",
      "description": "Extremely fast Query Engine for DataFrames, written in Rust",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "primary_language": "Rust",
      "significant_languages": [
        "Rust",
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.pola.rs/",
      "name": "Polars",
      "type": "Organization",
      "login": "pola-rs",
      "company": null,
      "location": "Netherlands",
      "followers": 1217,
      "avatar_url": "https://avatars.githubusercontent.com/u/83768144?v=4",
      "created_at": "2021-05-06T13:05:32Z",
      "is_verified": null,
      "public_repos": 26,
      "account_age_days": 1896
    },
    "activity": {
      "releases_count": 100,
      "commits_last_year": 2181,
      "latest_release_at": "2026-06-30T04:58:11Z",
      "latest_release_tag": "py-1.42.1",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 52,
      "days_since_latest_release": 15,
      "mean_days_between_releases": 11.6
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 100,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "polars",
          "exists": true,
          "license": null,
          "keywords": [
            "dataframe",
            "arrow",
            "out-of-core",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Rust",
            "Topic :: Scientific/Engineering",
            "Typing :: Typed"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/polars/",
          "is_deprecated": false,
          "latest_version": "1.42.1",
          "repository_url": "https://github.com/pola-rs/polars",
          "versions_count": 425,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 59450295,
          "first_published_at": "2021-03-15T08:46:37.576964Z",
          "latest_published_at": "2026-06-30T04:57:51.504473Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 15
        }
      ]
    },
    "popularity": {
      "forks": 2945,
      "stars": 39022,
      "watchers": 213,
      "open_issues_and_prs": 2788
    },
    "ai_readiness": {
      "has_nix": true,
      "example_dirs": [
        "example",
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "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"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "py-polars/src/polars/py.typed"
      ],
      "largest_source_bytes": 514355,
      "source_files_sampled": 2855,
      "oversized_source_files": 42,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "Cargo.toml",
        "py-polars/pyproject.toml",
        "py-polars/requirements-ci.txt",
        "py-polars/requirements-dev.txt",
        "py-polars/requirements-lint.txt"
      ],
      "ecosystems": [
        "crates",
        "pypi"
      ],
      "dependencies": [
        {
          "name": "polars-runtime-32",
          "manifest": "py-polars/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "== 1.42.1"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "polars-runtime-32",
            "direct": true,
            "version": "1.42.1",
            "ecosystem": "pypi"
          },
          {
            "name": "adler2",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "crates"
          },
          {
            "name": "adler32",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "ahash",
            "direct": false,
            "version": "0.8.12",
            "ecosystem": "crates"
          },
          {
            "name": "aho-corasick",
            "direct": false,
            "version": "1.1.4",
            "ecosystem": "crates"
          },
          {
            "name": "alloc-no-stdlib",
            "direct": false,
            "version": "2.0.4",
            "ecosystem": "crates"
          },
          {
            "name": "alloc-stdlib",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "allocator-api2",
            "direct": false,
            "version": "0.2.21",
            "ecosystem": "crates"
          },
          {
            "name": "android_system_properties",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "crates"
          },
          {
            "name": "anyhow",
            "direct": false,
            "version": "1.0.102",
            "ecosystem": "crates"
          },
          {
            "name": "apache-avro",
            "direct": false,
            "version": "0.21.0",
            "ecosystem": "crates"
          },
          {
            "name": "ar_archive_writer",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "crates"
          },
          {
            "name": "arboard",
            "direct": false,
            "version": "3.6.1",
            "ecosystem": "crates"
          },
          {
            "name": "arc-swap",
            "direct": false,
            "version": "1.9.1",
            "ecosystem": "crates"
          },
          {
            "name": "argminmax",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "crates"
          },
          {
            "name": "array-init-cursor",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "arrayref",
            "direct": false,
            "version": "0.3.9",
            "ecosystem": "crates"
          },
          {
            "name": "arrayvec",
            "direct": false,
            "version": "0.7.6",
            "ecosystem": "crates"
          },
          {
            "name": "async-channel",
            "direct": false,
            "version": "2.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "async-stream",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "async-stream",
            "direct": false,
            "version": "0.3.6",
            "ecosystem": "crates"
          },
          {
            "name": "async-stream-impl",
            "direct": false,
            "version": "0.3.6",
            "ecosystem": "crates"
          },
          {
            "name": "async-trait",
            "direct": false,
            "version": "0.1.89",
            "ecosystem": "crates"
          },
          {
            "name": "atoi_simd",
            "direct": false,
            "version": "0.18.1",
            "ecosystem": "crates"
          },
          {
            "name": "atomic-waker",
            "direct": false,
            "version": "1.1.2",
            "ecosystem": "crates"
          },
          {
            "name": "autocfg",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "crates"
          },
          {
            "name": "avro-schema",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "crates"
          },
          {
            "name": "aws-config",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "aws-config",
            "direct": false,
            "version": "1.8.18",
            "ecosystem": "crates"
          },
          {
            "name": "aws-credential-types",
            "direct": false,
            "version": "1.2.14",
            "ecosystem": "crates"
          },
          {
            "name": "aws-lc-rs",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "crates"
          },
          {
            "name": "aws-lc-sys",
            "direct": false,
            "version": "0.41.0",
            "ecosystem": "crates"
          },
          {
            "name": "aws-runtime",
            "direct": false,
            "version": "1.7.4",
            "ecosystem": "crates"
          },
          {
            "name": "aws-sdk-s3",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "aws-sdk-s3",
            "direct": false,
            "version": "1.135.0",
            "ecosystem": "crates"
          },
          {
            "name": "aws-sdk-sso",
            "direct": false,
            "version": "1.101.0",
            "ecosystem": "crates"
          },
          {
            "name": "aws-sdk-ssooidc",
            "direct": false,
            "version": "1.103.0",
            "ecosystem": "crates"
          },
          {
            "name": "aws-sdk-sts",
            "direct": false,
            "version": "1.106.0",
            "ecosystem": "crates"
          },
          {
            "name": "aws-sigv4",
            "direct": false,
            "version": "1.4.5",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-async",
            "direct": false,
            "version": "1.2.14",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-checksums",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-checksums",
            "direct": false,
            "version": "0.64.8",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-eventstream",
            "direct": false,
            "version": "0.60.20",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-http",
            "direct": false,
            "version": "0.63.6",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-http-client",
            "direct": false,
            "version": "1.1.13",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-json",
            "direct": false,
            "version": "0.62.7",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-observability",
            "direct": false,
            "version": "0.2.6",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-query",
            "direct": false,
            "version": "0.60.15",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-runtime",
            "direct": false,
            "version": "1.11.3",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-runtime-api",
            "direct": false,
            "version": "1.12.3",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-runtime-api-macros",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-schema",
            "direct": false,
            "version": "0.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-types",
            "direct": false,
            "version": "1.4.9",
            "ecosystem": "crates"
          },
          {
            "name": "aws-smithy-xml",
            "direct": false,
            "version": "0.60.15",
            "ecosystem": "crates"
          },
          {
            "name": "aws-types",
            "direct": false,
            "version": "1.3.16",
            "ecosystem": "crates"
          },
          {
            "name": "base16ct",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "base64",
            "direct": false,
            "version": "0.22.1",
            "ecosystem": "crates"
          },
          {
            "name": "base64-simd",
            "direct": false,
            "version": "0.8.0",
            "ecosystem": "crates"
          },
          {
            "name": "base64ct",
            "direct": false,
            "version": "1.8.3",
            "ecosystem": "crates"
          },
          {
            "name": "bigdecimal",
            "direct": false,
            "version": "0.4.10",
            "ecosystem": "crates"
          },
          {
            "name": "bincode",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "crates"
          },
          {
            "name": "bincode_derive",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "crates"
          },
          {
            "name": "bitflags",
            "direct": false,
            "version": "2.12.1",
            "ecosystem": "crates"
          },
          {
            "name": "blake3",
            "direct": false,
            "version": "1.8.5",
            "ecosystem": "crates"
          },
          {
            "name": "block-buffer",
            "direct": false,
            "version": "0.10.4",
            "ecosystem": "crates"
          },
          {
            "name": "block-buffer",
            "direct": false,
            "version": "0.12.0",
            "ecosystem": "crates"
          },
          {
            "name": "bon",
            "direct": false,
            "version": "3.9.1",
            "ecosystem": "crates"
          },
          {
            "name": "bon-macros",
            "direct": false,
            "version": "3.9.1",
            "ecosystem": "crates"
          },
          {
            "name": "boxcar",
            "direct": false,
            "version": "0.2.14",
            "ecosystem": "crates"
          },
          {
            "name": "brotli",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "brotli",
            "direct": false,
            "version": "8.0.3",
            "ecosystem": "crates"
          },
          {
            "name": "brotli-decompressor",
            "direct": false,
            "version": "5.0.1",
            "ecosystem": "crates"
          },
          {
            "name": "btparse",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "bumpalo",
            "direct": false,
            "version": "3.20.3",
            "ecosystem": "crates"
          },
          {
            "name": "bytemuck",
            "direct": false,
            "version": "1.25.0",
            "ecosystem": "crates"
          },
          {
            "name": "bytemuck_derive",
            "direct": false,
            "version": "1.10.2",
            "ecosystem": "crates"
          },
          {
            "name": "byteorder",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "bytes",
            "direct": false,
            "version": "1.11.1",
            "ecosystem": "crates"
          },
          {
            "name": "bytes-utils",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "crates"
          },
          {
            "name": "castaway",
            "direct": false,
            "version": "0.2.4",
            "ecosystem": "crates"
          },
          {
            "name": "cc",
            "direct": false,
            "version": "1.2.63",
            "ecosystem": "crates"
          },
          {
            "name": "cfg-if",
            "direct": false,
            "version": "1.0.4",
            "ecosystem": "crates"
          },
          {
            "name": "cfg_aliases",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "chacha20",
            "direct": false,
            "version": "0.10.0",
            "ecosystem": "crates"
          },
          {
            "name": "chrono",
            "direct": false,
            "version": "0.4.44",
            "ecosystem": "crates"
          },
          {
            "name": "chrono-tz",
            "direct": false,
            "version": "0.10.4",
            "ecosystem": "crates"
          },
          {
            "name": "clipboard-win",
            "direct": false,
            "version": "5.4.1",
            "ecosystem": "crates"
          },
          {
            "name": "cmake",
            "direct": false,
            "version": "0.1.58",
            "ecosystem": "crates"
          },
          {
            "name": "cmov",
            "direct": false,
            "version": "0.5.4",
            "ecosystem": "crates"
          },
          {
            "name": "color-backtrace",
            "direct": false,
            "version": "0.7.2",
            "ecosystem": "crates"
          },
          {
            "name": "comfy-table",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "comfy-table",
            "direct": false,
            "version": "7.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "compact_str",
            "direct": false,
            "version": "0.9.1",
            "ecosystem": "crates"
          },
          {
            "name": "concurrent-queue",
            "direct": false,
            "version": "2.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "const-oid",
            "direct": false,
            "version": "0.10.2",
            "ecosystem": "crates"
          },
          {
            "name": "const-oid",
            "direct": false,
            "version": "0.9.6",
            "ecosystem": "crates"
          },
          {
            "name": "constant_time_eq",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "crates"
          },
          {
            "name": "core-foundation",
            "direct": false,
            "version": "0.10.1",
            "ecosystem": "crates"
          },
          {
            "name": "core-foundation-sys",
            "direct": false,
            "version": "0.8.7",
            "ecosystem": "crates"
          },
          {
            "name": "cpufeatures",
            "direct": false,
            "version": "0.2.17",
            "ecosystem": "crates"
          },
          {
            "name": "cpufeatures",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "crates"
          },
          {
            "name": "crc",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "crc-catalog",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "crc-fast",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "crates"
          },
          {
            "name": "crc32fast",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "crossbeam-channel",
            "direct": false,
            "version": "0.5.15",
            "ecosystem": "crates"
          },
          {
            "name": "crossbeam-deque",
            "direct": false,
            "version": "0.8.6",
            "ecosystem": "crates"
          },
          {
            "name": "crossbeam-epoch",
            "direct": false,
            "version": "0.9.20",
            "ecosystem": "crates"
          },
          {
            "name": "crossbeam-queue",
            "direct": false,
            "version": "0.3.12",
            "ecosystem": "crates"
          },
          {
            "name": "crossbeam-utils",
            "direct": false,
            "version": "0.8.21",
            "ecosystem": "crates"
          },
          {
            "name": "crossterm",
            "direct": false,
            "version": "0.29.0",
            "ecosystem": "crates"
          },
          {
            "name": "crossterm_winapi",
            "direct": false,
            "version": "0.9.1",
            "ecosystem": "crates"
          },
          {
            "name": "crunchy",
            "direct": false,
            "version": "0.2.4",
            "ecosystem": "crates"
          },
          {
            "name": "crypto-bigint",
            "direct": false,
            "version": "0.5.5",
            "ecosystem": "crates"
          },
          {
            "name": "crypto-common",
            "direct": false,
            "version": "0.1.7",
            "ecosystem": "crates"
          },
          {
            "name": "crypto-common",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "ctutils",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "crates"
          },
          {
            "name": "darling",
            "direct": false,
            "version": "0.23.0",
            "ecosystem": "crates"
          },
          {
            "name": "darling_core",
            "direct": false,
            "version": "0.23.0",
            "ecosystem": "crates"
          },
          {
            "name": "darling_macro",
            "direct": false,
            "version": "0.23.0",
            "ecosystem": "crates"
          },
          {
            "name": "debug_unsafe",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "crates"
          },
          {
            "name": "der",
            "direct": false,
            "version": "0.7.10",
            "ecosystem": "crates"
          },
          {
            "name": "deranged",
            "direct": false,
            "version": "0.5.8",
            "ecosystem": "crates"
          },
          {
            "name": "digest",
            "direct": false,
            "version": "0.10.7",
            "ecosystem": "crates"
          },
          {
            "name": "digest",
            "direct": false,
            "version": "0.11.3",
            "ecosystem": "crates"
          },
          {
            "name": "digest-io",
            "direct": false,
            "version": "0.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "dispatch2",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "crates"
          },
          {
            "name": "displaydoc",
            "direct": false,
            "version": "0.2.6",
            "ecosystem": "crates"
          },
          {
            "name": "dissimilar",
            "direct": false,
            "version": "1.0.11",
            "ecosystem": "crates"
          },
          {
            "name": "document-features",
            "direct": false,
            "version": "0.2.12",
            "ecosystem": "crates"
          },
          {
            "name": "dunce",
            "direct": false,
            "version": "1.0.5",
            "ecosystem": "crates"
          },
          {
            "name": "dyn-clone",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "dyn-clone",
            "direct": false,
            "version": "1.0.20",
            "ecosystem": "crates"
          },
          {
            "name": "ecdsa",
            "direct": false,
            "version": "0.16.9",
            "ecosystem": "crates"
          },
          {
            "name": "either",
            "direct": false,
            "version": "1.16.0",
            "ecosystem": "crates"
          },
          {
            "name": "elliptic-curve",
            "direct": false,
            "version": "0.13.8",
            "ecosystem": "crates"
          },
          {
            "name": "equivalent",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "crates"
          },
          {
            "name": "errno",
            "direct": false,
            "version": "0.3.14",
            "ecosystem": "crates"
          },
          {
            "name": "error-code",
            "direct": false,
            "version": "3.3.2",
            "ecosystem": "crates"
          },
          {
            "name": "ethnum",
            "direct": false,
            "version": "1.5.3",
            "ecosystem": "crates"
          },
          {
            "name": "event-listener",
            "direct": false,
            "version": "5.4.1",
            "ecosystem": "crates"
          },
          {
            "name": "event-listener-strategy",
            "direct": false,
            "version": "0.5.4",
            "ecosystem": "crates"
          },
          {
            "name": "fallible-streaming-iterator",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "fallible-streaming-iterator",
            "direct": false,
            "version": "0.1.9",
            "ecosystem": "crates"
          },
          {
            "name": "fast-float2",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "crates"
          },
          {
            "name": "fastrand",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "crates"
          },
          {
            "name": "ff",
            "direct": false,
            "version": "0.13.1",
            "ecosystem": "crates"
          },
          {
            "name": "find-msvc-tools",
            "direct": false,
            "version": "0.1.9",
            "ecosystem": "crates"
          },
          {
            "name": "flate2",
            "direct": false,
            "version": "1.1.9",
            "ecosystem": "crates"
          },
          {
            "name": "float-cmp",
            "direct": false,
            "version": "0.10.0",
            "ecosystem": "crates"
          },
          {
            "name": "fnv",
            "direct": false,
            "version": "1.0.7",
            "ecosystem": "crates"
          },
          {
            "name": "foldhash",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "crates"
          },
          {
            "name": "foldhash",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "foreign-types",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "crates"
          },
          {
            "name": "foreign-types-shared",
            "direct": false,
            "version": "0.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "form_urlencoded",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "fs4",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "fs4",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "fs_extra",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "crates"
          },
          {
            "name": "futures",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "futures-channel",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "futures-core",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "futures-executor",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "futures-io",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "futures-macro",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "futures-sink",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "futures-task",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "futures-util",
            "direct": false,
            "version": "0.3.32",
            "ecosystem": "crates"
          },
          {
            "name": "generic-array",
            "direct": false,
            "version": "0.14.7",
            "ecosystem": "crates"
          },
          {
            "name": "gethostname",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "getrandom",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "getrandom",
            "direct": false,
            "version": "0.2.17",
            "ecosystem": "crates"
          },
          {
            "name": "getrandom",
            "direct": false,
            "version": "0.3.4",
            "ecosystem": "crates"
          },
          {
            "name": "getrandom",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "crates"
          },
          {
            "name": "glob",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "glob",
            "direct": false,
            "version": "0.3.3",
            "ecosystem": "crates"
          },
          {
            "name": "group",
            "direct": false,
            "version": "0.13.0",
            "ecosystem": "crates"
          },
          {
            "name": "h2",
            "direct": false,
            "version": "0.4.14",
            "ecosystem": "crates"
          },
          {
            "name": "half",
            "direct": false,
            "version": "2.7.1",
            "ecosystem": "crates"
          },
          {
            "name": "halfbrown",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "crates"
          },
          {
            "name": "hashbrown",
            "direct": false,
            "version": "0.15.5",
            "ecosystem": "crates"
          },
          {
            "name": "hashbrown",
            "direct": false,
            "version": "0.16.1",
            "ecosystem": "crates"
          },
          {
            "name": "hashbrown",
            "direct": false,
            "version": "0.17.1",
            "ecosystem": "crates"
          },
          {
            "name": "heck",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "hex",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "crates"
          },
          {
            "name": "hmac",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "crates"
          },
          {
            "name": "hmac",
            "direct": false,
            "version": "0.13.0",
            "ecosystem": "crates"
          },
          {
            "name": "home",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "home",
            "direct": false,
            "version": "0.5.12",
            "ecosystem": "crates"
          },
          {
            "name": "http",
            "direct": false,
            "version": "0.2.12",
            "ecosystem": "crates"
          },
          {
            "name": "http",
            "direct": false,
            "version": "1.4.1",
            "ecosystem": "crates"
          },
          {
            "name": "http-body",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "crates"
          },
          {
            "name": "http-body",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "crates"
          },
          {
            "name": "http-body-util",
            "direct": false,
            "version": "0.1.3",
            "ecosystem": "crates"
          },
          {
            "name": "httparse",
            "direct": false,
            "version": "1.10.1",
            "ecosystem": "crates"
          },
          {
            "name": "humantime",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "crates"
          },
          {
            "name": "hybrid-array",
            "direct": false,
            "version": "0.4.12",
            "ecosystem": "crates"
          },
          {
            "name": "hyper",
            "direct": false,
            "version": "1.10.1",
            "ecosystem": "crates"
          },
          {
            "name": "hyper-rustls",
            "direct": false,
            "version": "0.27.9",
            "ecosystem": "crates"
          },
          {
            "name": "hyper-tls",
            "direct": false,
            "version": "0.6.0",
            "ecosystem": "crates"
          },
          {
            "name": "hyper-util",
            "direct": false,
            "version": "0.1.20",
            "ecosystem": "crates"
          },
          {
            "name": "iana-time-zone",
            "direct": false,
            "version": "0.1.65",
            "ecosystem": "crates"
          },
          {
            "name": "iana-time-zone-haiku",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "crates"
          },
          {
            "name": "icu_collections",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_locale_core",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_normalizer",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_normalizer_data",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_properties",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_properties_data",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "icu_provider",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "id-arena",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "crates"
          },
          {
            "name": "ident_case",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "crates"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "idna_adapter",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "indexmap",
            "direct": false,
            "version": "2.14.0",
            "ecosystem": "crates"
          },
          {
            "name": "inventory",
            "direct": false,
            "version": "0.3.24",
            "ecosystem": "crates"
          },
          {
            "name": "ipnet",
            "direct": false,
            "version": "2.12.0",
            "ecosystem": "crates"
          },
          {
            "name": "iter-read",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "itertools",
            "direct": false,
            "version": "0.10.5",
            "ecosystem": "crates"
          },
          {
            "name": "itertools",
            "direct": false,
            "version": "0.14.0",
            "ecosystem": "crates"
          },
          {
            "name": "itoa",
            "direct": false,
            "version": "1.0.18",
            "ecosystem": "crates"
          },
          {
            "name": "jobserver",
            "direct": false,
            "version": "0.1.34",
            "ecosystem": "crates"
          },
          {
            "name": "js-sys",
            "direct": false,
            "version": "0.3.99",
            "ecosystem": "crates"
          },
          {
            "name": "jsonpath_lib_polars_vendor",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "jsonpath_lib_polars_vendor",
            "direct": false,
            "version": "0.0.1",
            "ecosystem": "crates"
          },
          {
            "name": "leb128fmt",
            "direct": false,
            "version": "0.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "libc",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "libc",
            "direct": false,
            "version": "0.2.186",
            "ecosystem": "crates"
          },
          {
            "name": "libflate",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "crates"
          },
          {
            "name": "libflate_lz77",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "libloading",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "crates"
          },
          {
            "name": "libm",
            "direct": false,
            "version": "0.2.16",
            "ecosystem": "crates"
          },
          {
            "name": "libmimalloc-sys",
            "direct": false,
            "version": "0.1.49",
            "ecosystem": "crates"
          },
          {
            "name": "linux-raw-sys",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "crates"
          },
          {
            "name": "litemap",
            "direct": false,
            "version": "0.8.2",
            "ecosystem": "crates"
          },
          {
            "name": "litrs",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "crates"
          },
          {
            "name": "lock_api",
            "direct": false,
            "version": "0.4.14",
            "ecosystem": "crates"
          },
          {
            "name": "log",
            "direct": false,
            "version": "0.4.32",
            "ecosystem": "crates"
          },
          {
            "name": "lru",
            "direct": false,
            "version": "0.16.4",
            "ecosystem": "crates"
          },
          {
            "name": "lru-slab",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "crates"
          },
          {
            "name": "lz4",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "lz4",
            "direct": false,
            "version": "1.28.1",
            "ecosystem": "crates"
          },
          {
            "name": "lz4-sys",
            "direct": false,
            "version": "1.11.1+lz4-1.10.0",
            "ecosystem": "crates"
          },
          {
            "name": "lz4_flex",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "lz4_flex",
            "direct": false,
            "version": "0.13.1",
            "ecosystem": "crates"
          },
          {
            "name": "matrixmultiply",
            "direct": false,
            "version": "0.3.10",
            "ecosystem": "crates"
          },
          {
            "name": "md-5",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "crates"
          },
          {
            "name": "memchr",
            "direct": false,
            "version": "2.8.1",
            "ecosystem": "crates"
          },
          {
            "name": "memmap2",
            "direct": false,
            "version": "0.9.11",
            "ecosystem": "crates"
          },
          {
            "name": "mimalloc",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "mimalloc",
            "direct": false,
            "version": "0.1.52",
            "ecosystem": "crates"
          },
          {
            "name": "miniz_oxide",
            "direct": false,
            "version": "0.8.9",
            "ecosystem": "crates"
          },
          {
            "name": "mio",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "native-tls",
            "direct": false,
            "version": "0.2.18",
            "ecosystem": "crates"
          },
          {
            "name": "ndarray",
            "direct": false,
            "version": "0.17.2",
            "ecosystem": "crates"
          },
          {
            "name": "nix",
            "direct": false,
            "version": "0.31.3",
            "ecosystem": "crates"
          },
          {
            "name": "now",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "now",
            "direct": false,
            "version": "0.1.3",
            "ecosystem": "crates"
          },
          {
            "name": "ntapi",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "crates"
          },
          {
            "name": "num",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "num",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "crates"
          },
          {
            "name": "num-bigint",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "crates"
          },
          {
            "name": "num-complex",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "crates"
          },
          {
            "name": "num-conv",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "num-derive",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "crates"
          },
          {
            "name": "num-integer",
            "direct": false,
            "version": "0.1.46",
            "ecosystem": "crates"
          },
          {
            "name": "num-iter",
            "direct": false,
            "version": "0.1.45",
            "ecosystem": "crates"
          },
          {
            "name": "num-rational",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "crates"
          },
          {
            "name": "num-traits",
            "direct": false,
            "version": "0.2.19",
            "ecosystem": "crates"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "0.29.0",
            "ecosystem": "crates"
          },
          {
            "name": "objc2",
            "direct": false,
            "version": "0.6.4",
            "ecosystem": "crates"
          },
          {
            "name": "objc2-app-kit",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "crates"
          },
          {
            "name": "objc2-core-foundation",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "crates"
          },
          {
            "name": "objc2-core-graphics",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "crates"
          },
          {
            "name": "objc2-encode",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "objc2-foundation",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "crates"
          },
          {
            "name": "objc2-io-kit",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "crates"
          },
          {
            "name": "objc2-io-surface",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "crates"
          },
          {
            "name": "object",
            "direct": false,
            "version": "0.37.3",
            "ecosystem": "crates"
          },
          {
            "name": "object_store",
            "direct": false,
            "version": "0.13.2",
            "ecosystem": "crates"
          },
          {
            "name": "once_cell",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "once_cell",
            "direct": false,
            "version": "1.21.4",
            "ecosystem": "crates"
          },
          {
            "name": "openssl",
            "direct": false,
            "version": "0.10.80",
            "ecosystem": "crates"
          },
          {
            "name": "openssl-macros",
            "direct": false,
            "version": "0.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "openssl-probe",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "openssl-sys",
            "direct": false,
            "version": "0.9.116",
            "ecosystem": "crates"
          },
          {
            "name": "outref",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "crates"
          },
          {
            "name": "p256",
            "direct": false,
            "version": "0.13.2",
            "ecosystem": "crates"
          },
          {
            "name": "parking",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "parking_lot",
            "direct": false,
            "version": "0.12.5",
            "ecosystem": "crates"
          },
          {
            "name": "parking_lot_core",
            "direct": false,
            "version": "0.9.12",
            "ecosystem": "crates"
          },
          {
            "name": "pem-rfc7468",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "crates"
          },
          {
            "name": "percent-encoding",
            "direct": false,
            "version": "2.3.2",
            "ecosystem": "crates"
          },
          {
            "name": "phf",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "crates"
          },
          {
            "name": "phf_shared",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "crates"
          },
          {
            "name": "pin-project-lite",
            "direct": false,
            "version": "0.2.17",
            "ecosystem": "crates"
          },
          {
            "name": "pin-utils",
            "direct": false,
            "version": "0.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "pkcs8",
            "direct": false,
            "version": "0.10.2",
            "ecosystem": "crates"
          },
          {
            "name": "pkg-config",
            "direct": false,
            "version": "0.3.33",
            "ecosystem": "crates"
          },
          {
            "name": "planus",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "polars-arrow-format",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "polars-parquet-format",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "polars-parquet-format",
            "direct": false,
            "version": "0.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "portable-atomic",
            "direct": false,
            "version": "1.13.1",
            "ecosystem": "crates"
          },
          {
            "name": "portable-atomic-util",
            "direct": false,
            "version": "0.2.7",
            "ecosystem": "crates"
          },
          {
            "name": "potential_utf",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "crates"
          },
          {
            "name": "powerfmt",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "ppv-lite86",
            "direct": false,
            "version": "0.2.21",
            "ecosystem": "crates"
          },
          {
            "name": "prettyplease",
            "direct": false,
            "version": "0.2.37",
            "ecosystem": "crates"
          },
          {
            "name": "primeorder",
            "direct": false,
            "version": "0.13.6",
            "ecosystem": "crates"
          },
          {
            "name": "proc-macro2",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "proc-macro2",
            "direct": false,
            "version": "1.0.106",
            "ecosystem": "crates"
          },
          {
            "name": "proptest",
            "direct": false,
            "version": "1.11.0",
            "ecosystem": "crates"
          },
          {
            "name": "prost",
            "direct": false,
            "version": "0.11.9",
            "ecosystem": "crates"
          },
          {
            "name": "prost-derive",
            "direct": false,
            "version": "0.11.9",
            "ecosystem": "crates"
          },
          {
            "name": "psm",
            "direct": false,
            "version": "0.1.31",
            "ecosystem": "crates"
          },
          {
            "name": "pyo3",
            "direct": false,
            "version": "0.29.0",
            "ecosystem": "crates"
          },
          {
            "name": "pyo3-build-config",
            "direct": false,
            "version": "0.29.0",
            "ecosystem": "crates"
          },
          {
            "name": "pyo3-ffi",
            "direct": false,
            "version": "0.29.0",
            "ecosystem": "crates"
          },
          {
            "name": "pyo3-macros",
            "direct": false,
            "version": "0.29.0",
            "ecosystem": "crates"
          },
          {
            "name": "pyo3-macros-backend",
            "direct": false,
            "version": "0.29.0",
            "ecosystem": "crates"
          },
          {
            "name": "quad-rand",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "crates"
          },
          {
            "name": "quick-xml",
            "direct": false,
            "version": "0.39.4",
            "ecosystem": "crates"
          },
          {
            "name": "quinn",
            "direct": false,
            "version": "0.11.9",
            "ecosystem": "crates"
          },
          {
            "name": "quinn-proto",
            "direct": false,
            "version": "0.11.14",
            "ecosystem": "crates"
          },
          {
            "name": "quinn-udp",
            "direct": false,
            "version": "0.5.14",
            "ecosystem": "crates"
          },
          {
            "name": "quote",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "quote",
            "direct": false,
            "version": "1.0.45",
            "ecosystem": "crates"
          },
          {
            "name": "r-efi",
            "direct": false,
            "version": "5.3.0",
            "ecosystem": "crates"
          },
          {
            "name": "r-efi",
            "direct": false,
            "version": "6.0.0",
            "ecosystem": "crates"
          },
          {
            "name": "rand",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "rand",
            "direct": false,
            "version": "0.10.1",
            "ecosystem": "crates"
          },
          {
            "name": "rand",
            "direct": false,
            "version": "0.9.4",
            "ecosystem": "crates"
          },
          {
            "name": "rand_chacha",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "crates"
          },
          {
            "name": "rand_core",
            "direct": false,
            "version": "0.10.1",
            "ecosystem": "crates"
          },
          {
            "name": "rand_core",
            "direct": false,
            "version": "0.6.4",
            "ecosystem": "crates"
          },
          {
            "name": "rand_core",
            "direct": false,
            "version": "0.9.5",
            "ecosystem": "crates"
          },
          {
            "name": "rand_distr",
            "direct": false,
            "version": "0.6.0",
            "ecosystem": "crates"
          },
          {
            "name": "rand_xorshift",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "crates"
          },
          {
            "name": "raw-cpuid",
            "direct": false,
            "version": "11.6.0",
            "ecosystem": "crates"
          },
          {
            "name": "rawpointer",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "rayon",
            "direct": false,
            "version": "1.12.0",
            "ecosystem": "crates"
          },
          {
            "name": "rayon-core",
            "direct": false,
            "version": "1.13.0",
            "ecosystem": "crates"
          },
          {
            "name": "recursive",
            "direct": false,
            "version": "0.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "recursive-proc-macro-impl",
            "direct": false,
            "version": "0.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "redox_syscall",
            "direct": false,
            "version": "0.5.18",
            "ecosystem": "crates"
          },
          {
            "name": "ref-cast",
            "direct": false,
            "version": "1.0.25",
            "ecosystem": "crates"
          },
          {
            "name": "ref-cast-impl",
            "direct": false,
            "version": "1.0.25",
            "ecosystem": "crates"
          },
          {
            "name": "regex",
            "direct": false,
            "version": "1.12.3",
            "ecosystem": "crates"
          },
          {
            "name": "regex-automata",
            "direct": false,
            "version": "0.4.14",
            "ecosystem": "crates"
          },
          {
            "name": "regex-lite",
            "direct": false,
            "version": "0.1.9",
            "ecosystem": "crates"
          },
          {
            "name": "regex-syntax",
            "direct": false,
            "version": "0.8.10",
            "ecosystem": "crates"
          },
          {
            "name": "reqwest",
            "direct": false,
            "version": "0.12.28",
            "ecosystem": "crates"
          },
          {
            "name": "rfc6979",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "crates"
          },
          {
            "name": "ring",
            "direct": false,
            "version": "0.17.14",
            "ecosystem": "crates"
          },
          {
            "name": "rle-decode-fast",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "crates"
          },
          {
            "name": "rmp",
            "direct": false,
            "version": "0.8.15",
            "ecosystem": "crates"
          },
          {
            "name": "rmp-serde",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "crates"
          },
          {
            "name": "rustc-hash",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "crates"
          },
          {
            "name": "rustc_version",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "crates"
          },
          {
            "name": "rustflags",
            "direct": false,
            "version": "0.1.7",
            "ecosystem": "crates"
          },
          {
            "name": "rustix",
            "direct": false,
            "version": "1.1.4",
            "ecosystem": "crates"
          },
          {
            "name": "rustls",
            "direct": false,
            "version": "0.23.40",
            "ecosystem": "crates"
          },
          {
            "name": "rustls-native-certs",
            "direct": false,
            "version": "0.8.4",
            "ecosystem": "crates"
          },
          {
            "name": "rustls-pki-types",
            "direct": false,
            "version": "1.14.1",
            "ecosystem": "crates"
          },
          {
            "name": "rustls-webpki",
            "direct": false,
            "version": "0.103.13",
            "ecosystem": "crates"
          },
          {
            "name": "rustversion",
            "direct": false,
            "version": "1.0.22",
            "ecosystem": "crates"
          },
          {
            "name": "ryu",
            "direct": false,
            "version": "1.0.23",
            "ecosystem": "crates"
          },
          {
            "name": "same-file",
            "direct": false,
            "version": "1.0.6",
            "ecosystem": "crates"
          },
          {
            "name": "schannel",
            "direct": false,
            "version": "0.1.29",
            "ecosystem": "crates"
          },
          {
            "name": "schemars",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "schemars_derive",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "scopeguard",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "sec1",
            "direct": false,
            "version": "0.7.3",
            "ecosystem": "crates"
          },
          {
            "name": "security-framework",
            "direct": false,
            "version": "3.7.0",
            "ecosystem": "crates"
          },
          {
            "name": "security-framework-sys",
            "direct": false,
            "version": "2.17.0",
            "ecosystem": "crates"
          },
          {
            "name": "semver",
            "direct": false,
            "version": "1.0.28",
            "ecosystem": "crates"
          },
          {
            "name": "serde",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "serde",
            "direct": false,
            "version": "1.0.228",
            "ecosystem": "crates"
          },
          {
            "name": "serde-pickle",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "serde-pickle",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "serde_bytes",
            "direct": false,
            "version": "0.11.19",
            "ecosystem": "crates"
          },
          {
            "name": "serde_core",
            "direct": false,
            "version": "1.0.228",
            "ecosystem": "crates"
          },
          {
            "name": "serde_derive",
            "direct": false,
            "version": "1.0.228",
            "ecosystem": "crates"
          },
          {
            "name": "serde_derive_internals",
            "direct": false,
            "version": "0.29.1",
            "ecosystem": "crates"
          },
          {
            "name": "serde_json",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "serde_json",
            "direct": false,
            "version": "1.0.150",
            "ecosystem": "crates"
          },
          {
            "name": "serde_spanned",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "serde_stacker",
            "direct": false,
            "version": "0.1.14",
            "ecosystem": "crates"
          },
          {
            "name": "serde_urlencoded",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "crates"
          },
          {
            "name": "sha1",
            "direct": false,
            "version": "0.10.6",
            "ecosystem": "crates"
          },
          {
            "name": "sha1",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "crates"
          },
          {
            "name": "sha2",
            "direct": false,
            "version": "0.10.9",
            "ecosystem": "crates"
          },
          {
            "name": "sha2",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "crates"
          },
          {
            "name": "shlex",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "crates"
          },
          {
            "name": "signal-hook",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "signal-hook",
            "direct": false,
            "version": "0.4.4",
            "ecosystem": "crates"
          },
          {
            "name": "signal-hook-registry",
            "direct": false,
            "version": "1.4.8",
            "ecosystem": "crates"
          },
          {
            "name": "signature",
            "direct": false,
            "version": "2.2.0",
            "ecosystem": "crates"
          },
          {
            "name": "simd-adler32",
            "direct": false,
            "version": "0.3.9",
            "ecosystem": "crates"
          },
          {
            "name": "simd-json",
            "direct": false,
            "version": "0.17.0",
            "ecosystem": "crates"
          },
          {
            "name": "simdutf8",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "crates"
          },
          {
            "name": "siphasher",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "crates"
          },
          {
            "name": "slab",
            "direct": false,
            "version": "0.4.12",
            "ecosystem": "crates"
          },
          {
            "name": "slotmap",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "smallvec",
            "direct": false,
            "version": "1.15.1",
            "ecosystem": "crates"
          },
          {
            "name": "snap",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "snap",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "socket2",
            "direct": false,
            "version": "0.6.4",
            "ecosystem": "crates"
          },
          {
            "name": "spin",
            "direct": false,
            "version": "0.10.1",
            "ecosystem": "crates"
          },
          {
            "name": "spki",
            "direct": false,
            "version": "0.7.3",
            "ecosystem": "crates"
          },
          {
            "name": "sqlparser",
            "direct": false,
            "version": "0.62.0",
            "ecosystem": "crates"
          },
          {
            "name": "sqlparser_derive",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "stable_deref_trait",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "stacker",
            "direct": false,
            "version": "0.1.24",
            "ecosystem": "crates"
          },
          {
            "name": "static_assertions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "streaming-decompression",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "streaming-decompression",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "crates"
          },
          {
            "name": "streaming-iterator",
            "direct": false,
            "version": "0.1.9",
            "ecosystem": "crates"
          },
          {
            "name": "strength_reduce",
            "direct": false,
            "version": "0.2.4",
            "ecosystem": "crates"
          },
          {
            "name": "strsim",
            "direct": false,
            "version": "0.11.1",
            "ecosystem": "crates"
          },
          {
            "name": "strum",
            "direct": false,
            "version": "0.27.2",
            "ecosystem": "crates"
          },
          {
            "name": "strum",
            "direct": false,
            "version": "0.28.0",
            "ecosystem": "crates"
          },
          {
            "name": "strum_macros",
            "direct": false,
            "version": "0.27.2",
            "ecosystem": "crates"
          },
          {
            "name": "strum_macros",
            "direct": false,
            "version": "0.28.0",
            "ecosystem": "crates"
          },
          {
            "name": "subtle",
            "direct": false,
            "version": "2.6.1",
            "ecosystem": "crates"
          },
          {
            "name": "syn",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "syn",
            "direct": false,
            "version": "1.0.109",
            "ecosystem": "crates"
          },
          {
            "name": "syn",
            "direct": false,
            "version": "2.0.117",
            "ecosystem": "crates"
          },
          {
            "name": "sync_wrapper",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "crates"
          },
          {
            "name": "synstructure",
            "direct": false,
            "version": "0.13.2",
            "ecosystem": "crates"
          },
          {
            "name": "sysinfo",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "sysinfo",
            "direct": false,
            "version": "0.39.3",
            "ecosystem": "crates"
          },
          {
            "name": "target-lexicon",
            "direct": false,
            "version": "0.13.5",
            "ecosystem": "crates"
          },
          {
            "name": "target-triple",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "crates"
          },
          {
            "name": "tempfile",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "tempfile",
            "direct": false,
            "version": "3.27.0",
            "ecosystem": "crates"
          },
          {
            "name": "termcolor",
            "direct": false,
            "version": "1.4.1",
            "ecosystem": "crates"
          },
          {
            "name": "thiserror",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "thiserror",
            "direct": false,
            "version": "2.0.18",
            "ecosystem": "crates"
          },
          {
            "name": "thiserror-impl",
            "direct": false,
            "version": "2.0.18",
            "ecosystem": "crates"
          },
          {
            "name": "thread_local",
            "direct": false,
            "version": "1.1.9",
            "ecosystem": "crates"
          },
          {
            "name": "tikv-jemalloc-sys",
            "direct": false,
            "version": "0.7.1+5.3.1-0-g81034ce1f1373e37dc865038e1bc8eeecf559ce8",
            "ecosystem": "crates"
          },
          {
            "name": "tikv-jemallocator",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "tikv-jemallocator",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "crates"
          },
          {
            "name": "time",
            "direct": false,
            "version": "0.3.47",
            "ecosystem": "crates"
          },
          {
            "name": "time-core",
            "direct": false,
            "version": "0.1.8",
            "ecosystem": "crates"
          },
          {
            "name": "time-macros",
            "direct": false,
            "version": "0.2.27",
            "ecosystem": "crates"
          },
          {
            "name": "tinystr",
            "direct": false,
            "version": "0.8.3",
            "ecosystem": "crates"
          },
          {
            "name": "tinyvec",
            "direct": false,
            "version": "1.11.0",
            "ecosystem": "crates"
          },
          {
            "name": "tinyvec_macros",
            "direct": false,
            "version": "0.1.1",
            "ecosystem": "crates"
          },
          {
            "name": "tokio",
            "direct": false,
            "version": "1.52.3",
            "ecosystem": "crates"
          },
          {
            "name": "tokio-macros",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "crates"
          },
          {
            "name": "tokio-native-tls",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "crates"
          },
          {
            "name": "tokio-rustls",
            "direct": false,
            "version": "0.26.4",
            "ecosystem": "crates"
          },
          {
            "name": "tokio-util",
            "direct": false,
            "version": "0.7.18",
            "ecosystem": "crates"
          },
          {
            "name": "toml",
            "direct": false,
            "version": "1.1.2+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "toml_datetime",
            "direct": false,
            "version": "1.1.1+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "toml_parser",
            "direct": false,
            "version": "1.1.2+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "toml_writer",
            "direct": false,
            "version": "1.1.1+spec-1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "tower",
            "direct": false,
            "version": "0.5.3",
            "ecosystem": "crates"
          },
          {
            "name": "tower-http",
            "direct": false,
            "version": "0.6.11",
            "ecosystem": "crates"
          },
          {
            "name": "tower-layer",
            "direct": false,
            "version": "0.3.3",
            "ecosystem": "crates"
          },
          {
            "name": "tower-service",
            "direct": false,
            "version": "0.3.3",
            "ecosystem": "crates"
          },
          {
            "name": "tracing",
            "direct": false,
            "version": "0.1.44",
            "ecosystem": "crates"
          },
          {
            "name": "tracing-attributes",
            "direct": false,
            "version": "0.1.31",
            "ecosystem": "crates"
          },
          {
            "name": "tracing-core",
            "direct": false,
            "version": "0.1.36",
            "ecosystem": "crates"
          },
          {
            "name": "try-lock",
            "direct": false,
            "version": "0.2.5",
            "ecosystem": "crates"
          },
          {
            "name": "trybuild",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "trybuild",
            "direct": false,
            "version": "1.0.116",
            "ecosystem": "crates"
          },
          {
            "name": "twox-hash",
            "direct": false,
            "version": "2.1.2",
            "ecosystem": "crates"
          },
          {
            "name": "typenum",
            "direct": false,
            "version": "1.20.1",
            "ecosystem": "crates"
          },
          {
            "name": "unarray",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "crates"
          },
          {
            "name": "unicode-ident",
            "direct": false,
            "version": "1.0.24",
            "ecosystem": "crates"
          },
          {
            "name": "unicode-normalization",
            "direct": false,
            "version": "0.1.25",
            "ecosystem": "crates"
          },
          {
            "name": "unicode-reverse",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "crates"
          },
          {
            "name": "unicode-segmentation",
            "direct": false,
            "version": "1.13.3",
            "ecosystem": "crates"
          },
          {
            "name": "unicode-width",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "crates"
          },
          {
            "name": "unicode-xid",
            "direct": false,
            "version": "0.2.6",
            "ecosystem": "crates"
          },
          {
            "name": "untrusted",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "crates"
          },
          {
            "name": "unty",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "crates"
          },
          {
            "name": "url",
            "direct": false,
            "version": "2.5.8",
            "ecosystem": "crates"
          },
          {
            "name": "urlencoding",
            "direct": false,
            "version": "2.1.3",
            "ecosystem": "crates"
          },
          {
            "name": "utf8_iter",
            "direct": false,
            "version": "1.0.4",
            "ecosystem": "crates"
          },
          {
            "name": "uuid",
            "direct": false,
            "version": "1.23.2",
            "ecosystem": "crates"
          },
          {
            "name": "value-trait",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "crates"
          },
          {
            "name": "vcpkg",
            "direct": false,
            "version": "0.2.15",
            "ecosystem": "crates"
          },
          {
            "name": "version_check",
            "direct": false,
            "version": "0.9.5",
            "ecosystem": "crates"
          },
          {
            "name": "virtue",
            "direct": false,
            "version": "0.0.18",
            "ecosystem": "crates"
          },
          {
            "name": "vsimd",
            "direct": false,
            "version": "0.8.0",
            "ecosystem": "crates"
          },
          {
            "name": "walkdir",
            "direct": false,
            "version": "2.5.0",
            "ecosystem": "crates"
          },
          {
            "name": "want",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "crates"
          },
          {
            "name": "wasi",
            "direct": false,
            "version": "0.11.1+wasi-snapshot-preview1",
            "ecosystem": "crates"
          },
          {
            "name": "wasip2",
            "direct": false,
            "version": "1.0.3+wasi-0.2.9",
            "ecosystem": "crates"
          },
          {
            "name": "wasip3",
            "direct": false,
            "version": "0.4.0+wasi-0.3.0-rc-2026-01-06",
            "ecosystem": "crates"
          },
          {
            "name": "wasm-bindgen",
            "direct": false,
            "version": "0.2.122",
            "ecosystem": "crates"
          },
          {
            "name": "wasm-bindgen-futures",
            "direct": false,
            "version": "0.4.72",
            "ecosystem": "crates"
          },
          {
            "name": "wasm-bindgen-macro",
            "direct": false,
            "version": "0.2.122",
            "ecosystem": "crates"
          },
          {
            "name": "wasm-bindgen-macro-support",
            "direct": false,
            "version": "0.2.122",
            "ecosystem": "crates"
          },
          {
            "name": "wasm-bindgen-shared",
            "direct": false,
            "version": "0.2.122",
            "ecosystem": "crates"
          },
          {
            "name": "wasm-encoder",
            "direct": false,
            "version": "0.244.0",
            "ecosystem": "crates"
          },
          {
            "name": "wasm-metadata",
            "direct": false,
            "version": "0.244.0",
            "ecosystem": "crates"
          },
          {
            "name": "wasm-streams",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "crates"
          },
          {
            "name": "wasmparser",
            "direct": false,
            "version": "0.244.0",
            "ecosystem": "crates"
          },
          {
            "name": "web-sys",
            "direct": false,
            "version": "0.3.99",
            "ecosystem": "crates"
          },
          {
            "name": "web-time",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "crates"
          },
          {
            "name": "winapi",
            "direct": false,
            "version": "0.3.9",
            "ecosystem": "crates"
          },
          {
            "name": "winapi-i686-pc-windows-gnu",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "crates"
          },
          {
            "name": "winapi-util",
            "direct": false,
            "version": "0.1.11",
            "ecosystem": "crates"
          },
          {
            "name": "winapi-x86_64-pc-windows-gnu",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "crates"
          },
          {
            "name": "windows",
            "direct": false,
            "version": "0.62.2",
            "ecosystem": "crates"
          },
          {
            "name": "windows-collections",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "crates"
          },
          {
            "name": "windows-core",
            "direct": false,
            "version": "0.62.2",
            "ecosystem": "crates"
          },
          {
            "name": "windows-future",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "crates"
          },
          {
            "name": "windows-implement",
            "direct": false,
            "version": "0.60.2",
            "ecosystem": "crates"
          },
          {
            "name": "windows-interface",
            "direct": false,
            "version": "0.59.3",
            "ecosystem": "crates"
          },
          {
            "name": "windows-link",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows-numerics",
            "direct": false,
            "version": "0.3.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows-result",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows-strings",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows-sys",
            "direct": false,
            "version": "0.52.0",
            "ecosystem": "crates"
          },
          {
            "name": "windows-sys",
            "direct": false,
            "version": "0.60.2",
            "ecosystem": "crates"
          },
          {
            "name": "windows-sys",
            "direct": false,
            "version": "0.61.2",
            "ecosystem": "crates"
          },
          {
            "name": "windows-targets",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows-targets",
            "direct": false,
            "version": "0.53.5",
            "ecosystem": "crates"
          },
          {
            "name": "windows-threading",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows_aarch64_gnullvm",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_aarch64_gnullvm",
            "direct": false,
            "version": "0.53.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows_aarch64_msvc",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_aarch64_msvc",
            "direct": false,
            "version": "0.53.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows_i686_gnu",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_i686_gnu",
            "direct": false,
            "version": "0.53.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows_i686_gnullvm",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_i686_gnullvm",
            "direct": false,
            "version": "0.53.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows_i686_msvc",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_i686_msvc",
            "direct": false,
            "version": "0.53.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows_x86_64_gnu",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_x86_64_gnu",
            "direct": false,
            "version": "0.53.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows_x86_64_gnullvm",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_x86_64_gnullvm",
            "direct": false,
            "version": "0.53.1",
            "ecosystem": "crates"
          },
          {
            "name": "windows_x86_64_msvc",
            "direct": false,
            "version": "0.52.6",
            "ecosystem": "crates"
          },
          {
            "name": "windows_x86_64_msvc",
            "direct": false,
            "version": "0.53.1",
            "ecosystem": "crates"
          },
          {
            "name": "winnow",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "crates"
          },
          {
            "name": "wit-bindgen",
            "direct": false,
            "version": "0.51.0",
            "ecosystem": "crates"
          },
          {
            "name": "wit-bindgen",
            "direct": false,
            "version": "0.57.1",
            "ecosystem": "crates"
          },
          {
            "name": "wit-bindgen-core",
            "direct": false,
            "version": "0.51.0",
            "ecosystem": "crates"
          },
          {
            "name": "wit-bindgen-rust",
            "direct": false,
            "version": "0.51.0",
            "ecosystem": "crates"
          },
          {
            "name": "wit-bindgen-rust-macro",
            "direct": false,
            "version": "0.51.0",
            "ecosystem": "crates"
          },
          {
            "name": "wit-component",
            "direct": false,
            "version": "0.244.0",
            "ecosystem": "crates"
          },
          {
            "name": "wit-parser",
            "direct": false,
            "version": "0.244.0",
            "ecosystem": "crates"
          },
          {
            "name": "writeable",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "crates"
          },
          {
            "name": "x11rb",
            "direct": false,
            "version": "0.13.2",
            "ecosystem": "crates"
          },
          {
            "name": "x11rb-protocol",
            "direct": false,
            "version": "0.13.2",
            "ecosystem": "crates"
          },
          {
            "name": "xmlparser",
            "direct": false,
            "version": "0.13.6",
            "ecosystem": "crates"
          },
          {
            "name": "xxhash-rust",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "xxhash-rust",
            "direct": false,
            "version": "0.8.15",
            "ecosystem": "crates"
          },
          {
            "name": "yoke",
            "direct": false,
            "version": "0.8.3",
            "ecosystem": "crates"
          },
          {
            "name": "yoke-derive",
            "direct": false,
            "version": "0.8.2",
            "ecosystem": "crates"
          },
          {
            "name": "zerocopy",
            "direct": false,
            "version": "0.8.50",
            "ecosystem": "crates"
          },
          {
            "name": "zerocopy-derive",
            "direct": false,
            "version": "0.8.50",
            "ecosystem": "crates"
          },
          {
            "name": "zerofrom",
            "direct": false,
            "version": "0.1.8",
            "ecosystem": "crates"
          },
          {
            "name": "zerofrom-derive",
            "direct": false,
            "version": "0.1.7",
            "ecosystem": "crates"
          },
          {
            "name": "zeroize",
            "direct": false,
            "version": "1.8.2",
            "ecosystem": "crates"
          },
          {
            "name": "zerotrie",
            "direct": false,
            "version": "0.2.4",
            "ecosystem": "crates"
          },
          {
            "name": "zerovec",
            "direct": false,
            "version": "0.11.6",
            "ecosystem": "crates"
          },
          {
            "name": "zerovec-derive",
            "direct": false,
            "version": "0.11.3",
            "ecosystem": "crates"
          },
          {
            "name": "zlib-rs",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "crates"
          },
          {
            "name": "zmij",
            "direct": false,
            "version": "1.0.21",
            "ecosystem": "crates"
          },
          {
            "name": "zstd",
            "direct": false,
            "version": "0.13.3",
            "ecosystem": "crates"
          },
          {
            "name": "zstd-safe",
            "direct": false,
            "version": "7.2.4",
            "ecosystem": "crates"
          },
          {
            "name": "zstd-sys",
            "direct": false,
            "version": "2.0.16+zstd.1.5.7",
            "ecosystem": "crates"
          },
          {
            "name": "adbc-driver-manager",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "adbc-driver-sqlite",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "aiosqlite",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "altair",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "autodocsumm",
            "direct": false,
            "version": "0.2.14",
            "ecosystem": "pypi"
          },
          {
            "name": "azure-identity",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "boto3",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "boto3-stubs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "cloudpickle",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "connectorx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "deltalake",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "duckdb",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "fastexcel",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "flask",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "flask-cors",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "fsspec",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "gevent",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth-stubs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "graphviz",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "great-tables",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "hvplot",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "hypothesis",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jax",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "livereload",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-exec",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "material-plausible-plugin",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "maturin",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mkdocs-macros-plugin",
            "direct": false,
            "version": "1.3.7",
            "ecosystem": "pypi"
          },
          {
            "name": "mkdocs-material",
            "direct": false,
            "version": "9.6.20",
            "ecosystem": "pypi"
          },
          {
            "name": "mkdocs-redirects",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "moto",
            "direct": false,
            "version": "5.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "numba",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "numpydoc",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "openpyxl",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "orjson",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pandas-stubs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "patchelf",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pip",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "plotly",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "plotnine",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "polars",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "polars-cloud",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "polars-ds",
            "direct": false,
            "version": "0.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "polars-runtime-64",
            "direct": false,
            "version": "1.42.1",
            "ecosystem": "pypi"
          },
          {
            "name": "polars-runtime-compat",
            "direct": false,
            "version": "1.42.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyarrow",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydata-sphinx-theme",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pygithub",
            "direct": false,
            "version": "2.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyiceberg",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyiceberg-core",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyrefly",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-xdist",
            "direct": false,
            "version": "3.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "s3fs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "seaborn",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": "8.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-autosummary-accessors",
            "direct": false,
            "version": "2023.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-copybutton",
            "direct": false,
            "version": "0.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-design",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-favicon",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-reredirects",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-sitemap",
            "direct": false,
            "version": "2.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-toolbox",
            "direct": false,
            "version": "3.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tomlkit",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "torch",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "typos",
            "direct": false,
            "version": "1.48.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "xlsx2csv",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "xlsxwriter",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "zstandard",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 651,
        "direct_count": 1,
        "indirect_count": 650
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 299,
        "merged_prs": 13450,
        "open_issues": 2489,
        "closed_ratio": 0.808,
        "closed_issues": 10457,
        "closed_unmerged_prs": 1590
      },
      "bus_factor": 2,
      "top_contributors": [
        {
          "type": "User",
          "login": "ritchie46",
          "commits": 6058,
          "avatar_url": "https://avatars.githubusercontent.com/u/3023000?u=5e010387db5f7947f5ebd102b70942c1d2652377&v=4"
        },
        {
          "type": "User",
          "login": "alexander-beedie",
          "commits": 1029,
          "avatar_url": "https://avatars.githubusercontent.com/u/2613171?u=20cb7889ae844030b63b78c02c36dbb0349517bb&v=4"
        },
        {
          "type": "User",
          "login": "nameexhaustion",
          "commits": 826,
          "avatar_url": "https://avatars.githubusercontent.com/u/93244543?v=4"
        },
        {
          "type": "User",
          "login": "orlp",
          "commits": 806,
          "avatar_url": "https://avatars.githubusercontent.com/u/202547?v=4"
        },
        {
          "type": "User",
          "login": "coastalwhite",
          "commits": 708,
          "avatar_url": "https://avatars.githubusercontent.com/u/6944009?u=b0d93b23c6a7c74415be0c4f670ec507cf51a2aa&v=4"
        },
        {
          "type": "User",
          "login": "stinodego",
          "commits": 609,
          "avatar_url": "https://avatars.githubusercontent.com/u/3502351?u=eee9474080bec83fe34a79776577e673624a83b4&v=4"
        },
        {
          "type": "User",
          "login": "MarcoGorelli",
          "commits": 500,
          "avatar_url": "https://avatars.githubusercontent.com/u/33491632?u=7de3a749cac76a60baca9777baf71d043a4f884d&v=4"
        },
        {
          "type": "User",
          "login": "reswqa",
          "commits": 231,
          "avatar_url": "https://avatars.githubusercontent.com/u/19502505?u=ab0ef7ba6977ed6666d44777c936eed87b6be76e&v=4"
        },
        {
          "type": "User",
          "login": "mcrumiller",
          "commits": 183,
          "avatar_url": "https://avatars.githubusercontent.com/u/1896992?u=621ce780f8e0aa50015206cc8a78224e66f095db&v=4"
        },
        {
          "type": "User",
          "login": "zundertj",
          "commits": 182,
          "avatar_url": "https://avatars.githubusercontent.com/u/11277667?v=4"
        }
      ],
      "contributors_sampled": 100,
      "top_contributor_share": 0.451
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "benchmark-remote.yml",
        "benchmark.yml",
        "changes-dsl-labeler.yml",
        "clear-caches.yml",
        "docs-global.yml",
        "docs-python.yml",
        "docs-rust.yml",
        "issue-labeler.yml",
        "lint-global.yml",
        "lint-python.yml",
        "lint-rust.yml",
        "pr-labeler.yml",
        "release-drafter.yml",
        "release-python.yml",
        "release-rust.yml",
        "test-bytecode-parser.yml",
        "test-coverage.yml",
        "test-pyodide.yml",
        "test-python.yml",
        "test-rust.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "Cargo.lock"
      ],
      "scorecard": null,
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": true
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/pola-rs/polars",
    "host": "github.com",
    "name": "polars",
    "owner": "pola-rs"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 84,
      "inputs": {
        "security": 73,
        "vitality": 100,
        "community": 96,
        "governance": 77,
        "engineering": 72
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 100,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "commits_last_year": 2181,
              "human_commit_share": null,
              "days_since_last_push": 0,
              "active_weeks_last_year": 52
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "52/52 weeks with commits",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 52
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "2181 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 2181
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "releases_count": 100,
              "latest_release_tag": "py-1.42.1",
              "releases_from_tags": false,
              "days_since_latest_release": 15,
              "mean_days_between_releases": 11.6
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "100 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 15 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 15
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~11.6 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 11.6
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "no_commit_sample",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
        "value": 96,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "forks": 2945,
              "stars": 39022,
              "watchers": 213,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "39,022 stars",
                "points": 60,
                "status": "met",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 39022
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "2,945 forks",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 2945
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "213 watchers",
                "points": 12.9,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 213
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "packages": [
                "polars"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 59450295
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "59,450,295 downloads/month across pypi",
                "points": 80,
                "status": "met",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 59450295,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 77,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 57,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 100,
              "top_contributor_share": 0.451
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 45% of commits",
                "points": 12.4,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 45
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "merged_prs": 13450,
              "open_issues": 2489,
              "closed_issues": 10457,
              "issue_closed_ratio": 0.808,
              "closed_unmerged_prs": 1590
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "81% of issues closed",
                "points": 37.8,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 81
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "13450/15040 decided PRs merged",
                "points": 34.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 13450,
                      "decided": 15040
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "followers": 1217,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "pola-rs",
              "public_repos": 26,
              "account_age_days": 1896
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,217 followers of pola-rs",
                "points": 22.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1217,
                      "login": "pola-rs"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "26 public repos, account ~5 yr old",
                "points": 20.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 26
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "polars"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 15
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 15 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 15
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "425 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 425
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 72,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "20 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 20
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "dataframe-library",
                "dataframe",
                "dataframes",
                "rust",
                "arrow",
                "python",
                "out-of-core",
                "polars"
              ],
              "has_wiki": false,
              "homepage": "https://docs.pola.rs",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.pola.rs",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 73,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "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": false,
              "has_security_policy": true,
              "has_dependabot_config": true
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "lockfiles_not_expected",
                    "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"
}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.11.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.