Öffentliches Register
Software-GesundheitsberichtSchema 0.9.0 · Metriken 1.13.0 · 2026-07-14 08:58 UTC

apache / arrow-rs

Official Rust implementation of Apache Arrow

RustApache-2.0★ 3.525 Sterne⑂ 1.214 Forksseit Apr. 2021Auf GitHub ansehen ↗

apache/arrow-rs erreicht einen Gesundheitsindex von 89 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Vitality (100/100) ab, am schwächsten bei AI Readiness (56/100). Zuletzt heute aktualisiert. 7 Mitwirkende tragen den Großteil der jüngsten Arbeit.

89
gesamt / 100
Exzellent

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.

89
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

23.478 Follower3.146 öffentliche Reposseit Jan. 2009

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
crates.ioarrow-arith59.1.05.081.89157vor 6 Tagen
crates.ioarrow-array59.1.05.733.30363vor 6 Tagen
crates.ioarrow-avro59.1.098.51032vor 6 Tagen
crates.ioarrow-buffer59.1.05.737.31364vor 6 Tagen
crates.ioarrow-cast59.1.05.478.08160vor 6 Tagen
crates.ioarrow-csv59.1.03.929.71560vor 6 Tagen
crates.ioarrow-data59.1.05.697.80163vor 6 Tagen
crates.ioarrow-flight59.1.0434.221104vor 6 Tagen

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 — 1.147 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year1.147
human_commit_share
days_since_last_push0
active_weeks_last_year52

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 30 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 6 Tagen
27/27Release-Rhythmus — ein Release etwa alle 19,6 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count30
latest_release_tag59.1.0
releases_from_tagsnein
days_since_latest_release6
mean_days_between_releases19,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

94Exzellent · 18 % des Gesamtindex
Wie die Bewertung erfolgt
57.5/60Stars — 3.525 Stars
25/25Forks — 1.214 Forks
9.3/15Watcher — 49 Watcher
Verwendete Eingangsdaten
forks1.214
stars3.525
watchers49
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
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 — 32.190.835 Downloads/Monat über crates
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesarrow-arith, arrow-array, arrow-avro, arrow-buffer, arrow-cast, arrow-csv, arrow-data, arrow-flight
dependents
ecosystemscrates
total_downloads440.037.276
monthly_downloads32.190.835
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?

90Exzellent · 24 % des Gesamtindex
Wie die Bewertung erfolgt
51.3/54Bus-Faktor — 7 Beitragende decken die Hälfte aller Commits ab
19.2/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 15 % der Commits
13.5/13.5Breite der Beitragenden — 100 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 82 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor7
contributors_sampled100
top_contributor_share0,147
Wie die Bewertung erfolgt
40.3/46.8Issue-Lösungsquote — 86 % der Issues geschlossen
32.4/38.3PR-Annahme — 5.153/6.082 entschiedene PRs gemergt
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Verwendete Eingangsdaten
merged_prs5.153
open_issues521
closed_issues3.237
issue_closed_ratio0,861
closed_unmerged_prs929
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
25/25Reichweite des Inhabers — 23.478 Follower von apache
25/25Kontohistorie — 3.146 öffentliche Repos, Kontoalter ca. 17 Jahre
Verwendete Eingangsdaten
followers23.478
owner_typeOrganization
is_verified
owner_loginapache
public_repos3.146
account_age_days6.386

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 8 Paket(e) auf crates
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 6 Tagen
20/20Versionshistorie — 104 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesarrow-arith, arrow-array, arrow-avro, arrow-buffer, arrow-cast, arrow-csv, arrow-data, arrow-flight
ecosystemscrates
any_deprecatednein
min_days_since_publish6

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

82Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 17 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://arrow.apache.org/
10/10Repository-Beschreibung
10/10Topics — 3 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsarrow, parquet, rust
has_wikinein
homepagehttps://arrow.apache.org/
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

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

74Gut · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 82 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate7,4
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, packaging, signed_releases. 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.

56Mittel · 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
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — Rust (statisch typisiert)
10/10Reproduzierbare Umgebung — lockfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesCargo.lock
has_dockerfilenein
typed_languageja
bootstrap_files
has_devcontainernein
has_linter_configja
typecheck_configs
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)
48.8/55Handhabbare Dateigrößen — 73/645 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageRust
largest_source_bytes532.065
source_files_sampled645
oversized_source_files73
Wie die Bewertung erfolgt
40/40API-Schema (OpenAPI/GraphQL/proto) — format/Flight.proto, format/FlightSql.proto
0/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalnein
api_schema_filesformat/Flight.proto, format/FlightSql.proto

Eckdaten

3.525GitHub-Sterne
100Mitwirkende
1.147Commits, letzte 12 Monate
0Tage seit letztem Push
30Releases
7Bus-Faktor
521offene Issues
crates.io, PyPIPaket-Ökosysteme

Weitere Details

OpenSSF Scorecard 7.4 / 10
7.4Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-14 08:58 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 82 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
Direkte Abhängigkeiten 265
RegistryPaketVersionsvorgabeManifest
crates.ioarrow-arrayarrow-arith/Cargo.toml
crates.ioarrow-bufferarrow-arith/Cargo.toml
crates.ioarrow-dataarrow-arith/Cargo.toml
crates.ioarrow-schemaarrow-arith/Cargo.toml
crates.iochronoarrow-arith/Cargo.toml
crates.ionum-traits0.2.19arrow-arith/Cargo.toml
crates.ioarrow-bufferarrow-array/Cargo.toml
crates.ioarrow-schemaarrow-array/Cargo.toml
crates.ioarrow-dataarrow-array/Cargo.toml
crates.iochronoarrow-array/Cargo.toml
crates.iochrono-tz0.10arrow-array/Cargo.toml
crates.iofutures0.3arrow-array/Cargo.toml
crates.ionum-complex0.4.6arrow-array/Cargo.toml
crates.ionum-integer0.1.46arrow-array/Cargo.toml
crates.ionum-traits0.2.19arrow-array/Cargo.toml
crates.iohalf2.1arrow-array/Cargo.toml
crates.iohashbrown0.17.0arrow-array/Cargo.toml
crates.ioarrow-schemaarrow-avro/Cargo.toml
crates.ioarrow-bufferarrow-avro/Cargo.toml
crates.ioarrow-arrayarrow-avro/Cargo.toml
crates.ioarrow-selectarrow-avro/Cargo.toml
crates.ioobject_storearrow-avro/Cargo.toml
crates.iobytes1.11.0arrow-avro/Cargo.toml
crates.ioserde_json1.0arrow-avro/Cargo.toml
crates.ioserde1.0.188arrow-avro/Cargo.toml
crates.ioflate21.0arrow-avro/Cargo.toml
crates.iofutures0.3arrow-avro/Cargo.toml
crates.iosnap1.0arrow-avro/Cargo.toml
crates.iozstd0.13arrow-avro/Cargo.toml
crates.iobzip20.6.0arrow-avro/Cargo.toml
crates.ioxz0.4arrow-avro/Cargo.toml
crates.iocrc3.0arrow-avro/Cargo.toml
crates.iostrum_macros0.28arrow-avro/Cargo.toml
crates.iouuid1.17arrow-avro/Cargo.toml
crates.ioindexmap2.10arrow-avro/Cargo.toml
crates.iorand0.9arrow-avro/Cargo.toml
crates.iomd50.8arrow-avro/Cargo.toml
crates.iosha20.11arrow-avro/Cargo.toml
crates.iotokio1.0arrow-avro/Cargo.toml
crates.iobytes1.4arrow-buffer/Cargo.toml
crates.ionum-bigint0.5.0arrow-buffer/Cargo.toml
crates.ionum-traits0.2.19arrow-buffer/Cargo.toml
crates.iohalf2.1arrow-buffer/Cargo.toml
crates.ioarrow-arrayarrow-cast/Cargo.toml
crates.ioarrow-bufferarrow-cast/Cargo.toml
crates.ioarrow-dataarrow-cast/Cargo.toml
crates.ioarrow-ordarrow-cast/Cargo.toml
crates.ioarrow-schemaarrow-cast/Cargo.toml
crates.ioarrow-selectarrow-cast/Cargo.toml
crates.iochronoarrow-cast/Cargo.toml
crates.iohalf2.1arrow-cast/Cargo.toml
crates.ionum-traits0.2.19arrow-cast/Cargo.toml
crates.iolexical-core1.0arrow-cast/Cargo.toml
crates.ioatoi2.0.0arrow-cast/Cargo.toml
crates.iocomfy-table7arrow-cast/Cargo.toml
crates.iobase640.22arrow-cast/Cargo.toml
crates.ioryu1.0.16arrow-cast/Cargo.toml
crates.ioarrow-arrayarrow-csv/Cargo.toml
crates.ioarrow-castarrow-csv/Cargo.toml
crates.ioarrow-schemaarrow-csv/Cargo.toml
crates.iochronoarrow-csv/Cargo.toml
crates.iocsv1.1arrow-csv/Cargo.toml
crates.iocsv-core0.1arrow-csv/Cargo.toml
crates.ioregex1.7.0arrow-csv/Cargo.toml
crates.ioarrow-bufferarrow-data/Cargo.toml
crates.ioarrow-schemaarrow-data/Cargo.toml
crates.ionum-integer0.1.46arrow-data/Cargo.toml
crates.ionum-traits0.2.19arrow-data/Cargo.toml
crates.iohalf2.1arrow-data/Cargo.toml
crates.ioarrow-aritharrow-flight/Cargo.toml
crates.ioarrow-arrayarrow-flight/Cargo.toml
crates.ioarrow-bufferarrow-flight/Cargo.toml
crates.ioarrow-castarrow-flight/Cargo.toml
crates.ioarrow-dataarrow-flight/Cargo.toml
crates.ioarrow-ipcarrow-flight/Cargo.toml
crates.ioarrow-ordarrow-flight/Cargo.toml
crates.ioarrow-rowarrow-flight/Cargo.toml
crates.ioarrow-selectarrow-flight/Cargo.toml
crates.ioarrow-schemaarrow-flight/Cargo.toml
crates.ioarrow-stringarrow-flight/Cargo.toml
crates.iobase640.22arrow-flight/Cargo.toml
crates.iobytes1arrow-flight/Cargo.toml
crates.iofutures0.3arrow-flight/Cargo.toml
crates.ioonce_cell1arrow-flight/Cargo.toml
crates.iopaste1.0arrow-flight/Cargo.toml
crates.ioprost0.14.1arrow-flight/Cargo.toml
crates.ioprost-types0.14.1arrow-flight/Cargo.toml
crates.iotokio1.0arrow-flight/Cargo.toml
crates.iotonic0.14.1arrow-flight/Cargo.toml
crates.iotonic-prost0.14.1arrow-flight/Cargo.toml
crates.ioanyhow1.0arrow-flight/Cargo.toml
crates.ioclap4.4.6arrow-flight/Cargo.toml
crates.iotracing-log0.2arrow-flight/Cargo.toml
crates.iotracing-subscriber0.3.1arrow-flight/Cargo.toml
crates.ioarrowarrow-integration-test/Cargo.toml
crates.ioarrow-bufferarrow-integration-test/Cargo.toml
crates.iohex0.4arrow-integration-test/Cargo.toml
crates.ionum-bigint0.5arrow-integration-test/Cargo.toml
crates.ionum-traits0.2.19arrow-integration-test/Cargo.toml
crates.ioserde1.0arrow-integration-test/Cargo.toml
crates.ioserde_json1.0arrow-integration-test/Cargo.toml
crates.ioarrowarrow-integration-testing/Cargo.toml
crates.ioarrow-dataarrow-integration-testing/Cargo.toml
crates.ioarrow-flightarrow-integration-testing/Cargo.toml
crates.ioarrow-integration-testarrow-integration-testing/Cargo.toml
crates.ioclap4arrow-integration-testing/Cargo.toml
crates.iofutures0.3arrow-integration-testing/Cargo.toml
crates.ioprost0.14.1arrow-integration-testing/Cargo.toml
crates.ioserde_json1.0arrow-integration-testing/Cargo.toml
crates.iotokio1.0arrow-integration-testing/Cargo.toml
crates.iotonic0.14.1arrow-integration-testing/Cargo.toml
crates.iotracing-subscriber0.3.1arrow-integration-testing/Cargo.toml
crates.ioflate21arrow-integration-testing/Cargo.toml
crates.ioarrow-arrayarrow-ipc/Cargo.toml
crates.ioarrow-bufferarrow-ipc/Cargo.toml
crates.ioarrow-dataarrow-ipc/Cargo.toml
crates.ioarrow-schemaarrow-ipc/Cargo.toml
crates.ioarrow-selectarrow-ipc/Cargo.toml
crates.ioflatbuffers25.2.10arrow-ipc/Cargo.toml
crates.iolz4_flex0.13arrow-ipc/Cargo.toml
crates.iozstd0.13.0arrow-ipc/Cargo.toml
crates.ioarrow-arrayarrow-json/Cargo.toml
crates.ioarrow-bufferarrow-json/Cargo.toml
crates.ioarrow-castarrow-json/Cargo.toml
crates.ioarrow-ordarrow-json/Cargo.toml
crates.ioarrow-schemaarrow-json/Cargo.toml
crates.ioarrow-selectarrow-json/Cargo.toml
crates.iohalf2.1arrow-json/Cargo.toml
crates.ioindexmap2.0arrow-json/Cargo.toml
crates.ionum-traits0.2.19arrow-json/Cargo.toml
crates.ioserde_core1.0arrow-json/Cargo.toml
crates.ioserde_json1.0arrow-json/Cargo.toml
crates.iochronoarrow-json/Cargo.toml
crates.iolexical-core1.0arrow-json/Cargo.toml
crates.iomemchr2.7.4arrow-json/Cargo.toml
crates.iosimdutf8arrow-json/Cargo.toml
crates.ioryu1.0arrow-json/Cargo.toml
crates.ioitoa1.0arrow-json/Cargo.toml
crates.ioarrow-arrayarrow-ord/Cargo.toml
crates.ioarrow-bufferarrow-ord/Cargo.toml
crates.ioarrow-dataarrow-ord/Cargo.toml
crates.ioarrow-schemaarrow-ord/Cargo.toml
crates.ioarrow-selectarrow-ord/Cargo.toml
crates.ioarrowarrow-pyarrow-integration-testing/Cargo.toml
crates.iopyo30.29.0arrow-pyarrow-integration-testing/Cargo.toml
crates.ioarrow-arrayarrow-pyarrow-testing/Cargo.toml
crates.ioarrow-schemaarrow-pyarrow-testing/Cargo.toml
crates.ioarrow-pyarrowarrow-pyarrow-testing/Cargo.toml
crates.iopyo30.29.0arrow-pyarrow-testing/Cargo.toml
crates.ioarrow-arrayarrow-pyarrow/Cargo.toml
crates.ioarrow-dataarrow-pyarrow/Cargo.toml
crates.ioarrow-schemaarrow-pyarrow/Cargo.toml
crates.iopyo30.29.0arrow-pyarrow/Cargo.toml
crates.ioarrow-arrayarrow-row/Cargo.toml
crates.ioarrow-bufferarrow-row/Cargo.toml
crates.ioarrow-dataarrow-row/Cargo.toml
crates.ioarrow-schemaarrow-row/Cargo.toml
crates.iohalf2.1arrow-row/Cargo.toml
crates.ioserde_core1.0arrow-schema/Cargo.toml
crates.ioserde1.0arrow-schema/Cargo.toml
crates.iobitflags2.0.0arrow-schema/Cargo.toml
crates.ioserde_json1.0arrow-schema/Cargo.toml
crates.ioarrow-bufferarrow-select/Cargo.toml
crates.ioarrow-dataarrow-select/Cargo.toml
crates.ioarrow-schemaarrow-select/Cargo.toml
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                "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": 74,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 74,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 7.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 82 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 6
            },
            "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": 56,
        "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": 73,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Rust (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no 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": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 7,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 532065,
              "source_files_sampled": 645,
              "oversized_source_files": 73
            },
            "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": "73/645 source files over 60KB",
                "points": 48.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 645,
                      "oversized": 73
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "format/Flight.proto",
                "format/FlightSql.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "format/Flight.proto, format/FlightSql.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "format/Flight.proto, format/FlightSql.proto"
                    }
                  }
                ],
                "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": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-14T08:58:46.213913Z",
  "schema_version": "0.9.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/apache/arrow-rs.svg",
  "full_name": "apache/arrow-rs",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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