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Software-GesundheitsberichtSchema 0.23.0 · Metriken 1.13.0 · 2026-07-21 21:17 UTC

flyteorg / flytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

PythonApache-2.0★ 315 Sterne⑂ 339 Forksseit Aug. 2019Auf GitHub ansehen ↗
#flyte#flyte-tasks#pypi#spark#workflows#sdk#python#mlops#extensible#automation#data-science#data#hacktoberfest

flyteorg/flytekit erreicht einen Gesundheitsindex von 73 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (91/100) ab, am schwächsten bei Security (4/100). Zuletzt heute aktualisiert. 5 Mitwirkende tragen den Großteil der jüngsten Arbeit.

73
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.

73
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

FlyteOrganisation
338 Follower49 öffentliche Reposseit Jan. 2018

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIflytekit1.16.26413.094480vor 5 Tagen

Metriken nach Kategorie

Vitalität

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

91Exzellent · 22 % des Gesamtindex

Entwicklungsaktivität

85Exzellent
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
22.2/36Commit-Rhythmus — 32/52 Wochen mit Commits
18/18Commit-Volumen — 100 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — keine Daten
Verwendete Eingangsdaten
commits_last_year100
human_commit_share0,91
days_since_last_push0
active_weeks_last_year32

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 5 Tagen
27/27Release-Rhythmus — ein Release etwa alle 10,4 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count100
latest_release_tagv1.16.26
releases_from_tagsnein
days_since_latest_release5
mean_days_between_releases10,4

Community & Verbreitung

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

79Gut · 18 % des Gesamtindex

Popularität & Verbreitung

75Gut
Wie die Bewertung erfolgt
40.5/60Stars — 315 Stars
21.1/25Forks — 339 Forks
13.2/15Watcher — 234 Watcher
Verwendete Eingangsdaten
forks339
stars315
watchers234
growth_stateorganic
growth_factor_pct100

Community-Gesundheit

72Gut
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
0/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja

Ökosystem-Verbreitung (Downloads)

94Exzellent
Wie die Bewertung erfolgt
74.9/80Downloads pro Monat — 413.094 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesflytekit
dependents—
ecosystemspypi
total_downloads—
monthly_downloads413.094
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?

84Gut · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

87Exzellent
Wie die Bewertung erfolgt
45.9/54Bus-Faktor — 5 Beitragende decken die Hälfte aller Commits ab
19/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 16 % der Commits
13.5/13.5Breite der Beitragenden — 99 Beitragende
0/10OpenSSF Scorecard: Contributors — keine Daten
Verwendete Eingangsdaten
bus_factor5
contributors_sampled99
top_contributor_share0,157

Reaktionsfähigkeit bei Issues & PRs

78Gut
Wie die Bewertung erfolgt
0/46.8Issue-Lösungsquote — keine Issues oder keine Daten
29.8/38.3PR-Annahme — 2.560/3.286 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — keine Daten
Verwendete Eingangsdaten
merged_prs2.560
open_issues0
closed_issues0
issue_closed_ratio—
closed_unmerged_prs726
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Issue-Lösungsquote. Die verbleibenden Gewichte wurden renormalisiert.

Eigentümerschaft & Trägerschaft

73Gut
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
18.2/25Reichweite des Inhabers — 338 Follower von flyteorg
24.4/25Kontohistorie — 49 öffentliche Repos, Kontoalter ca. 8 Jahre
Verwendete Eingangsdaten
followers338
owner_typeOrganization
is_verified—
owner_loginflyteorg
public_repos49
account_age_days3.112

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 5 Tagen
20/20Versionshistorie — 480 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesflytekit
ecosystemspypi
any_deprecatednein
min_days_since_publish5

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

91Exzellent · 20 % des Gesamtindex

Engineering-Praktiken

92Exzellent
Wie die Bewertung erfolgt
24/24CI-Workflows — 4 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://docs.flyte.org/en/latest/api/flytekit/docs_index.html
10/10Repository-Beschreibung
10/10Topics — 13 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsflyte, flyte-tasks, pypi, spark, workflows, sdk, python, mlops, extensible, automation, data-science, data, hacktoberfest
has_wikinein
homepagehttps://docs.flyte.org/en/latest/api/flytekit/docs_index.html
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

4Kritisch · 16 % des Gesamtindex

Sicherheitslage

1Kritisch
Wie die Bewertung erfolgt
0/30Sicherheitsrichtlinie (SECURITY.md)
0/25Dependabot-Konfiguration
0/25Lockfiles für Abhängigkeiten — veröffentlichte Bibliothek — Lockfiles sind Sache der Anwendung, hier nicht erwartet
0/20CodeQL-Workflow
Verwendete Eingangsdaten
sourcefile_signals
lockfilesuv.lock
manifestsplugins/setup.py, pyproject.toml, setup.cfg, setup.py
has_codeql_workflownein
has_security_policynein
has_dependabot_confignein
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lockfiles für Abhängigkeiten. Die verbleibenden Gewichte wurden renormalisiert.

Abhängigkeits-Advisories

15Kritisch
Wie die Bewertung erfolgt
2/35Direkte Abhängigkeiten ohne bekannte Advisories — 28 betroffen: click 8.1.7 (high 7.2), click 8.3.1 (high 7.2), msgpack 1.1.0 (high 7.5), +25 weitere
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
9.1/40Keine offenen Advisories — 23 Paket(e) mit Advisory seit über 90 Tagen unbehandelt; ältestes vor 792 Tagen veröffentlicht
Verwendete Eingangsdaten
sourceosv
advisories867
affected_packages97
assessed_packages669
unassessed_packages71
affected_by_severitycritical 6, high 19, moderate 16, low 4, unknown 52
direct_affected_packages28
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories. Die verbleibenden Gewichte wurden renormalisiert. 669 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 71 konnten nicht bewertet werden — keine aufgelöste Version, ein nicht unterstütztes Ökosystem oder außerhalb der ausgewiesenen Paketliste. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.

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.

58Mittel · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

40Gefährdet
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 85 von 91 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,934
agent_instruction_files—
agent_instruction_max_bytes—

AI-Verify-Loop (Build / Test / Typprüfung)

79Gut
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile, docs/Makefile, plugins/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
2/10Belegte Agentenpraxis — 1 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
8/8Automatisierte Wartung — 9 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
0/10OpenSSF Scorecard: Pinned-Dependencies — keine Daten
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesuv.lock
has_dockerfileja
typed_languagenein
bootstrap_filesMakefile, docs/Makefile, plugins/Makefile
has_devcontainernein
has_linter_configja
typecheck_configs—
agent_commit_share0,01
toolchain_manifests—
dependency_bot_commit_share0,09

AI-Code-Lesbarkeit für Modelle

54Mittel
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
54.5/55Handhabbare Dateigrößen — 9/980 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes151.999
source_files_sampled980
oversized_source_files9

Maschinenlesbare AI-Schnittstellen

40Gefährdet
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples, notebooks
Verwendete Eingangsdaten
example_dirsexamples, notebooks
has_mcp_signalnein
api_schema_files—

Eckdaten

315GitHub-Sterne
99Mitwirkende
100Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
5Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • deps.dev does not index pypi:flytekit@1.16.26; advisories assessed against the repository dependency graph instead
  • Advisory severity resolved for 120 of 365 advisories (lookup cap); the remainder are reported as unknown severity
  • OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks

Weitere Details

Stern- und Fork-Verlauf 315 ★ / 339 ⇿
315Sterne
339Forks
99Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

0125250375315336152019-082023-012026-07
Major 0Minor 4Patch 54

Jeder Punkt umfasst 7 Tage.

Direkte Abhängigkeiten 39
RegistryPaketVersionsvorgabeManifest
PyPIadlfs>=2023.3.0pyproject.toml
PyPIcachetools>=5.3.3pyproject.toml
PyPIclick>=6.6pyproject.toml
PyPIcloudpickle>=2.0.0pyproject.toml
PyPIcroniter>=0.3.20pyproject.toml
PyPIdataclasses-json>=0.5.2,<0.5.12pyproject.toml
PyPIdiskcache>=5.2.1pyproject.toml
PyPIdocker>=4.0.0pyproject.toml
PyPIdocstring-parser>=0.9.0pyproject.toml
PyPIflyteidl>=1.16.7,<2.0.0a0pyproject.toml
PyPIfsspec>=2024.9.0pyproject.toml
PyPIgcsfs>=2024.9.0,!=2025.5.0,!=2025.5.0post1pyproject.toml
PyPIgoogleapis-common-protos>=1.57pyproject.toml
PyPIgrpcio—pyproject.toml
PyPIgrpcio-status—pyproject.toml
PyPIimportlib-metadata—pyproject.toml
PyPIjoblib—pyproject.toml
PyPIjsonlines—pyproject.toml
PyPIjsonpickle—pyproject.toml
PyPIkeyring>=18.0.1pyproject.toml
PyPImarkdown-it-py—pyproject.toml
PyPImarshmallow>=3,<4pyproject.toml
PyPImarshmallow-enum—pyproject.toml
PyPImarshmallow-jsonschema>=0.12.0pyproject.toml
PyPIsetuptools<82pyproject.toml
PyPImashumaro>=3.15pyproject.toml
PyPImsgpack>=1.1.0pyproject.toml
PyPIprotobuf!=4.25.0pyproject.toml
PyPIpygments—pyproject.toml
PyPIpython-json-logger>=2.0.0pyproject.toml
PyPIpytimeparse>=1.1.8pyproject.toml
PyPIpyyaml!=6.0.0,!=5.4.0,!=5.4.1pyproject.toml
PyPIrequests>=2.18.4pyproject.toml
PyPIrich—pyproject.toml
PyPIrich_click—pyproject.toml
PyPIs3fs>=2024.9.0pyproject.toml
PyPIstatsd>=3.0.0pyproject.toml
PyPItyping_extensions—pyproject.toml
PyPIurllib3>=1.22pyproject.toml
Alle Abhängigkeiten 740

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 143 direkte und 597 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIadlfs2023.10.0direkt
PyPIadlfs2023.9.0direkt
PyPIadlfs2024.4.1direkt
PyPIadlfs2024.7.0direkt
PyPIadlfs2026.2.0direkt
PyPIcachetools5.3.2direkt
PyPIcachetools5.3.3direkt
PyPIcachetools5.5.0direkt
PyPIcachetools7.0.1direkt
PyPIclick—direkt
PyPIclick8.1.7direkt
PyPIclick8.3.1direkt
PyPIcloudpickle—direkt
PyPIcloudpickle2.2.1direkt
PyPIcloudpickle3.0.0direkt
PyPIcloudpickle3.1.0direkt
PyPIcloudpickle3.1.2direkt
PyPIcroniter2.0.1direkt
PyPIcroniter2.0.5direkt
PyPIcroniter3.0.3direkt
PyPIcroniter6.0.0direkt
PyPIdataclasses-json0.5.9direkt
PyPIdiskcache5.6.3direkt
PyPIdocker6.1.3direkt
PyPIdocker7.1.0direkt
PyPIdocstring-parser0.15direkt
PyPIdocstring-parser0.16direkt
PyPIdocstring-parser0.17.0direkt
PyPIflyteidl—direkt
PyPIflyteidl1.10.6direkt
PyPIflyteidl1.10.7b0direkt
PyPIflyteidl1.13.4direkt
PyPIflyteidl1.16.3direkt
PyPIflyteidl1.16.4direkt
PyPIfsspec—direkt
PyPIfsspec2023.10.0direkt
PyPIfsspec2023.9.2direkt
PyPIfsspec2024.5.0direkt
PyPIfsspec2024.9.0direkt
PyPIfsspec2026.2.0direkt
PyPIgcsfs2023.9.2direkt
PyPIgcsfs2024.5.0direkt
PyPIgcsfs2024.9.0.post1direkt
PyPIgcsfs2026.2.0direkt
PyPIgoogleapis-common-protos1.61.0direkt
PyPIgoogleapis-common-protos1.62.0direkt
PyPIgoogleapis-common-protos1.63.0direkt
PyPIgoogleapis-common-protos1.65.0direkt
PyPIgoogleapis-common-protos1.72.0direkt
PyPIgrpcio—direkt
PyPIgrpcio1.59.3direkt
PyPIgrpcio1.60.1direkt
PyPIgrpcio1.64.0direkt
PyPIgrpcio1.66.2direkt
PyPIgrpcio1.78.0direkt
PyPIgrpcio-status1.59.3direkt
PyPIgrpcio-status1.60.1direkt
PyPIgrpcio-status1.62.2direkt
PyPIgrpcio-status1.62.3direkt
PyPIgrpcio-status1.66.2direkt
PyPIgrpcio-status1.78.0direkt
PyPIimportlib-metadata6.8.0direkt
PyPIimportlib-metadata7.0.1direkt
PyPIimportlib-metadata7.1.0direkt
PyPIimportlib-metadata8.5.0direkt
PyPIimportlib-metadata8.6.1direkt
PyPIimportlib-metadata8.7.1direkt
PyPIjoblib1.3.2direkt
PyPIjoblib1.4.2direkt
PyPIjoblib1.5.3direkt
PyPIjsonlines4.0.0direkt
PyPIjsonpickle3.0.2direkt
PyPIjsonpickle3.0.4direkt
PyPIjsonpickle3.3.0direkt
PyPIjsonpickle4.1.1direkt
PyPIkeyring24.3.0direkt
PyPIkeyring25.2.1direkt
PyPIkeyring25.4.1direkt
PyPIkeyring25.7.0direkt
PyPImarkdown-it-py3.0.0direkt
PyPImarkdown-it-py4.0.0direkt
PyPImarshmallow3.20.1direkt
PyPImarshmallow3.20.2direkt
PyPImarshmallow3.21.2direkt
PyPImarshmallow3.22.0direkt
PyPImarshmallow3.26.2direkt
PyPImarshmallow-enum1.5.1direkt
PyPImarshmallow-jsonschema0.13.0direkt
PyPImashumaro3.10direkt
PyPImashumaro3.12direkt
PyPImashumaro3.13.1direkt
PyPImashumaro3.15direkt
PyPImashumaro3.20direkt
PyPImsgpack1.1.0direkt
PyPImsgpack1.1.2direkt
PyPIprotobuf4.24.4direkt
PyPIprotobuf4.25.0direkt
PyPIprotobuf4.25.5direkt
PyPIprotobuf4.25.8direkt
PyPIprotobuf5.28.2direkt
PyPIprotobuf6.33.5direkt
PyPIpygments2.17.1direkt
PyPIpygments2.17.2direkt
PyPIpygments2.18.0direkt
PyPIpygments2.19.2direkt
PyPIpython-json-logger2.0.7direkt
PyPIpython-json-logger4.0.0direkt
PyPIpytimeparse1.1.8direkt
PyPIpyyaml6.0.1direkt
PyPIpyyaml6.0.2direkt
PyPIpyyaml6.0.3direkt
PyPIrequests2.31.0direkt
PyPIrequests2.32.2direkt
PyPIrequests2.32.3direkt
PyPIrequests2.32.5direkt
PyPIrich13.7.0direkt
PyPIrich13.7.1direkt
PyPIrich13.9.2direkt
PyPIrich14.3.2direkt
PyPIrich-click1.7.1direkt
PyPIrich-click1.7.3direkt
PyPIrich-click1.8.2direkt
PyPIrich-click1.8.3direkt
PyPIrich-click1.9.7direkt
PyPIs3fs—direkt
PyPIs3fs2023.9.2direkt
PyPIs3fs2024.5.0direkt
PyPIs3fs2024.9.0direkt
PyPIs3fs2026.2.0direkt
PyPIsetuptools—direkt
PyPIsetuptools69.5.1direkt
PyPIstatsd3.3.0direkt
PyPIstatsd4.0.1direkt
PyPItyping-extensions—direkt
PyPItyping-extensions4.12.2direkt
PyPItyping-extensions4.15.0direkt
PyPItyping-extensions4.8.0direkt
PyPItyping-extensions4.9.0direkt
PyPIurllib31.26.18direkt
PyPIurllib32.0.7direkt
PyPIurllib32.2.1direkt
PyPIurllib32.2.3direkt
PyPIurllib32.6.3direkt
PyPIabsl-py2.4.0indirekt
PyPIaioboto3—indirekt
PyPIaiobotocore2.13.0indirekt
PyPIaiobotocore2.15.2indirekt
PyPIaiobotocore2.5.4indirekt
PyPIaiofiles23.2.1indirekt
PyPIaiohappyeyeballs2.4.3indirekt
PyPIaiohappyeyeballs2.4.4indirekt
PyPIaiohappyeyeballs2.6.1indirekt
PyPIaiohttp—indirekt
PyPIaiohttp3.10.10indirekt
PyPIaiohttp3.10.11indirekt
PyPIaiohttp3.13.3indirekt
PyPIaiohttp3.9.0indirekt
PyPIaiohttp3.9.3indirekt
PyPIaioitertools0.11.0indirekt
PyPIaioitertools0.12.0indirekt
PyPIaioresponses0.7.6indirekt
PyPIaiosignal1.3.1indirekt
PyPIaiosignal1.4.0indirekt
PyPIalembic1.13.3indirekt
PyPIannotated-types0.7.0indirekt
PyPIanyio4.12.1indirekt
PyPIanyio4.6.0indirekt
PyPIapache-airflow—indirekt
PyPIapache-airflow2.10.3indirekt
PyPIapache-airflow-providers-apache-beam5.8.0indirekt
PyPIapache-airflow-providers-common-compat1.2.0indirekt
PyPIapache-airflow-providers-common-io1.4.1indirekt
PyPIapache-airflow-providers-common-sql1.25.0rc1indirekt
PyPIapache-airflow-providers-fab1.4.0indirekt
PyPIapache-airflow-providers-ftp3.11.1indirekt
PyPIapache-airflow-providers-google—indirekt
PyPIapache-airflow-providers-google10.23.0indirekt
PyPIapache-airflow-providers-http4.13.1indirekt
PyPIapache-airflow-providers-imap3.7.0indirekt
PyPIapache-airflow-providers-smtp1.8.0indirekt
PyPIapache-airflow-providers-sqlite3.9.0indirekt
PyPIapache-beam2.59.0indirekt
PyPIapispec6.6.1indirekt
PyPIargcomplete3.5.1indirekt
PyPIarrow1.3.0indirekt
PyPIasgiref3.8.1indirekt
PyPIasn1crypto1.5.1indirekt
PyPIasttokens2.4.1indirekt
PyPIastunparse1.6.3indirekt
PyPIasync-timeout4.0.3indirekt
PyPIasync-timeout5.0.1indirekt
PyPIasyncssh—indirekt
PyPIattrs23.1.0indirekt
PyPIattrs23.2.0indirekt
PyPIattrs24.2.0indirekt
PyPIautoflake2.3.1indirekt
PyPIazure-core1.29.5indirekt
PyPIazure-core1.30.0indirekt
PyPIazure-core1.30.1indirekt
PyPIazure-core1.31.0indirekt
PyPIazure-datalake-store0.0.53indirekt
PyPIazure-identity1.15.0indirekt
PyPIazure-identity1.16.0indirekt
PyPIazure-identity1.19.0indirekt
PyPIazure-storage-blob12.19.0indirekt
PyPIazure-storage-blob12.20.0indirekt
PyPIazure-storage-blob12.23.1indirekt
PyPIbabel2.16.0indirekt
PyPIbackoff2.2.1indirekt
PyPIbackports-tarfile1.2.0indirekt
PyPIbinaryornot0.4.4indirekt
PyPIblinker1.8.2indirekt
PyPIboto3—indirekt
PyPIbotocore1.31.17indirekt
PyPIbotocore1.34.106indirekt
PyPIbotocore1.35.36indirekt
PyPIcachelib0.9.0indirekt
PyPIcattrs24.1.2indirekt
PyPIcertifi2023.11.17indirekt
PyPIcertifi2024.2.2indirekt
PyPIcertifi2024.7.4indirekt
PyPIcertifi2024.8.30indirekt
PyPIcffi1.16.0indirekt
PyPIcffi1.17.1indirekt
PyPIcfgv3.4.0indirekt
PyPIchardet5.2.0indirekt
PyPIcharset-normalizer3.3.2indirekt
PyPIcharset-normalizer3.4.0indirekt
PyPIclickclick20.10.2indirekt
PyPIcodespell2.3.0indirekt
PyPIcolorama0.4.6indirekt
PyPIcoloredlogs15.0.1indirekt
PyPIcolorlog6.8.2indirekt
PyPIcomet-ml—indirekt
PyPIcomm0.2.2indirekt
PyPIconfigupdater3.2indirekt
PyPIconnexion2.14.2indirekt
PyPIcookiecutter2.4.0indirekt
PyPIcookiecutter2.5.0indirekt
PyPIcoverage7.5.3indirekt
PyPIcrcmod1.7indirekt
PyPIcron-descriptor1.4.5indirekt
PyPIcryptography41.0.5indirekt
PyPIcryptography42.0.2indirekt
PyPIcryptography43.0.1indirekt
PyPIdask—indirekt
PyPIdatasets—indirekt
PyPIdb-dtypes1.3.0indirekt
PyPIdbt-core—indirekt
PyPIdebugpy1.8.7indirekt
PyPIdecorator5.1.1indirekt
PyPIdeprecated1.2.14indirekt
PyPIdill0.3.1.1indirekt
PyPIdistlib0.3.8indirekt
PyPIdnspython2.7.0indirekt
PyPIdocker-image-py0.1.12indirekt
PyPIdocopt0.6.2indirekt
PyPIdocutils0.21.2indirekt
PyPIdolt-integrations—indirekt
PyPIduckdb—indirekt
PyPIemail-validator2.2.0indirekt
PyPIenvd—indirekt
PyPIexceptiongroup1.1.3indirekt
PyPIexceptiongroup1.2.0indirekt
PyPIexceptiongroup1.2.2indirekt
PyPIexceptiongroup1.3.1indirekt
PyPIexecnet2.1.1indirekt
PyPIexecuting2.0.1indirekt
PyPIexecuting2.1.0indirekt
PyPIfastavro1.9.7indirekt
PyPIfasteners0.19indirekt
PyPIfilelock3.13.1indirekt
PyPIfilelock3.20.3indirekt
PyPIflask2.2.5indirekt
PyPIflask-appbuilder4.5.0indirekt
PyPIflask-babel2.0.0indirekt
PyPIflask-caching2.3.0indirekt
PyPIflask-jwt-extended4.6.0indirekt
PyPIflask-limiter3.8.0indirekt
PyPIflask-login0.6.3indirekt
PyPIflask-session0.5.0indirekt
PyPIflask-sqlalchemy2.5.1indirekt
PyPIflask-wtf1.2.1indirekt
PyPIflatbuffers23.5.26indirekt
PyPIflatbuffers25.12.19indirekt
PyPIflatten-dict—indirekt
PyPIflytekit—indirekt
PyPIflytekit1.10.1indirekt
PyPIflytekit1.10.3indirekt
PyPIflytekit1.14.0b0indirekt
PyPIfrozenlist1.4.0indirekt
PyPIfrozenlist1.4.1indirekt
PyPIgast0.7.0indirekt
PyPIgcloud-aio-auth5.3.2indirekt
PyPIgcloud-aio-bigquery7.1.0indirekt
PyPIgcloud-aio-storage9.3.0indirekt
PyPIgeopandas—indirekt
PyPIgitdb4.0.11indirekt
PyPIgitpython3.1.40indirekt
PyPIgoogle-ads25.0.0indirekt
PyPIgoogle-analytics-admin0.23.0indirekt
PyPIgoogle-api-core2.14.0indirekt
PyPIgoogle-api-core2.16.2indirekt
PyPIgoogle-api-core2.19.0indirekt
PyPIgoogle-api-core2.21.0indirekt
PyPIgoogle-api-core2.29.0indirekt
PyPIgoogle-api-python-client2.149.0indirekt
PyPIgoogle-apitools0.5.31indirekt
PyPIgoogle-auth—indirekt
PyPIgoogle-auth2.23.4indirekt
PyPIgoogle-auth2.27.0indirekt
PyPIgoogle-auth2.29.0indirekt
PyPIgoogle-auth2.35.0indirekt
PyPIgoogle-auth-httplib20.2.0indirekt
PyPIgoogle-auth-oauthlib1.1.0indirekt
PyPIgoogle-auth-oauthlib1.2.0indirekt
PyPIgoogle-auth-oauthlib1.2.1indirekt
PyPIgoogle-cloud-aiplatform1.70.0indirekt
PyPIgoogle-cloud-appengine-logging1.4.5indirekt
PyPIgoogle-cloud-audit-log0.3.0indirekt
PyPIgoogle-cloud-automl2.13.5indirekt
PyPIgoogle-cloud-batch0.17.29indirekt
PyPIgoogle-cloud-bigquery—indirekt
PyPIgoogle-cloud-bigquery3.23.1indirekt
PyPIgoogle-cloud-bigquery3.26.0indirekt
PyPIgoogle-cloud-bigquery-datatransfer3.16.0indirekt
PyPIgoogle-cloud-bigquery-storage—indirekt
PyPIgoogle-cloud-bigquery-storage2.25.0indirekt
PyPIgoogle-cloud-bigquery-storage2.26.0indirekt
PyPIgoogle-cloud-bigtable2.26.0indirekt
PyPIgoogle-cloud-build3.25.0indirekt
PyPIgoogle-cloud-compute1.19.2indirekt
PyPIgoogle-cloud-container2.52.0indirekt
PyPIgoogle-cloud-core2.3.3indirekt
PyPIgoogle-cloud-core2.4.1indirekt
PyPIgoogle-cloud-datacatalog3.20.1indirekt
PyPIgoogle-cloud-dataflow-client0.8.12indirekt
PyPIgoogle-cloud-dataform0.5.11indirekt
PyPIgoogle-cloud-dataplex2.2.2indirekt
PyPIgoogle-cloud-dataproc5.13.0indirekt
PyPIgoogle-cloud-dataproc-metastore1.15.5indirekt
PyPIgoogle-cloud-datastore2.20.1indirekt
PyPIgoogle-cloud-dlp3.23.0indirekt
PyPIgoogle-cloud-kms3.0.0indirekt
PyPIgoogle-cloud-language2.14.0indirekt
PyPIgoogle-cloud-logging3.11.2indirekt
PyPIgoogle-cloud-memcache1.9.5indirekt
PyPIgoogle-cloud-monitoring2.22.2indirekt
PyPIgoogle-cloud-orchestration-airflow1.14.0indirekt
PyPIgoogle-cloud-os-login2.14.6indirekt
PyPIgoogle-cloud-pubsub2.25.0indirekt
PyPIgoogle-cloud-pubsublite1.11.1indirekt
PyPIgoogle-cloud-recommendations-ai0.10.12indirekt
PyPIgoogle-cloud-redis2.15.5indirekt
PyPIgoogle-cloud-resource-manager1.12.5indirekt
PyPIgoogle-cloud-run0.10.9indirekt
PyPIgoogle-cloud-secret-manager—indirekt
PyPIgoogle-cloud-secret-manager2.20.2indirekt
PyPIgoogle-cloud-spanner3.49.1indirekt
PyPIgoogle-cloud-speech2.27.0indirekt
PyPIgoogle-cloud-storage2.13.0indirekt
PyPIgoogle-cloud-storage2.14.0indirekt
PyPIgoogle-cloud-storage2.16.0indirekt
PyPIgoogle-cloud-storage2.18.2indirekt
PyPIgoogle-cloud-storage-control1.10.0indirekt
PyPIgoogle-cloud-storage-transfer1.12.0indirekt
PyPIgoogle-cloud-tasks2.16.5indirekt
PyPIgoogle-cloud-texttospeech2.18.0indirekt
PyPIgoogle-cloud-translate3.16.0indirekt
PyPIgoogle-cloud-videointelligence2.13.5indirekt
PyPIgoogle-cloud-vision3.7.4indirekt
PyPIgoogle-cloud-workflows1.14.5indirekt
PyPIgoogle-crc32c1.5.0indirekt
PyPIgoogle-crc32c1.6.0indirekt
PyPIgoogle-pasta0.2.0indirekt
PyPIgoogle-re2—indirekt
PyPIgoogle-re21.1.20240702indirekt
PyPIgoogle-resumable-media2.6.0indirekt
PyPIgoogle-resumable-media2.7.0indirekt
PyPIgoogle-resumable-media2.7.2indirekt
PyPIgreat-expectations—indirekt
PyPIgreat-tables—indirekt
PyPIgreenlet3.1.1indirekt
PyPIgrpc-google-iam-v10.13.1indirekt
PyPIgrpc-google-iam-v10.14.3indirekt
PyPIgrpc-interceptor0.15.4indirekt
PyPIgrpcio-gcp0.2.2indirekt
PyPIgrpcio-health-checking—indirekt
PyPIgrpcio-health-checking1.62.3indirekt
PyPIgunicorn23.0.0indirekt
PyPIh110.14.0indirekt
PyPIh110.16.0indirekt
PyPIh5py3.15.1indirekt
PyPIhdfs2.7.3indirekt
PyPIhttpcore1.0.6indirekt
PyPIhttpcore1.0.9indirekt
PyPIhttplib20.22.0indirekt
PyPIhttpx0.27.2indirekt
PyPIhttpx0.28.1indirekt
PyPIhumanfriendly10.0indirekt
PyPIhypothesis6.103.0indirekt
PyPIicdiff2.0.7indirekt
PyPIidentify2.5.36indirekt
PyPIidna3.10indirekt
PyPIidna3.4indirekt
PyPIidna3.6indirekt
PyPIidna3.7indirekt
PyPIimmutabledict4.2.0indirekt
PyPIimportlib-resources6.1.1indirekt
PyPIimportlib-resources6.4.5indirekt
PyPIinflection0.5.1indirekt
PyPIiniconfig2.0.0indirekt
PyPIipykernel—indirekt
PyPIipykernel6.29.5indirekt
PyPIipython8.25.0indirekt
PyPIipython8.28.0indirekt
PyPIisodate0.6.1indirekt
PyPIitsdangerous2.2.0indirekt
PyPIjaraco-classes3.3.0indirekt
PyPIjaraco-classes3.4.0indirekt
PyPIjaraco-context5.3.0indirekt
PyPIjaraco-context6.0.1indirekt
PyPIjaraco-functools4.0.1indirekt
PyPIjaraco-functools4.1.0indirekt
PyPIjedi0.19.1indirekt
PyPIjeepney0.8.0indirekt
PyPIjinja23.1.2indirekt
PyPIjinja23.1.3indirekt
PyPIjinja23.1.6indirekt
PyPIjmespath1.0.1indirekt
PyPIjs2py0.74indirekt
PyPIjson-merge-patch0.2indirekt
PyPIjsonschema4.23.0indirekt
PyPIjsonschema-specifications2024.10.1indirekt
PyPIjupyter—indirekt
PyPIjupyter-client8.6.3indirekt
PyPIjupyter-core5.7.2indirekt
PyPIkeras2.15.0indirekt
PyPIkeyrings-alt5.0.1indirekt
PyPIkubernetes—indirekt
PyPIkubernetes28.1.0indirekt
PyPIkubernetes29.0.0indirekt
PyPIlazy-object-proxy1.10.0indirekt
PyPIleptonai—indirekt
PyPIlibclang18.1.1indirekt
PyPIlimits3.13.0indirekt
PyPIlinkify-it-py2.0.3indirekt
PyPIlockfile0.12.2indirekt
PyPIlooker-sdk24.18.0indirekt
PyPImako1.3.5indirekt
PyPImarkdown3.10.1indirekt
PyPImarkupsafe2.1.3indirekt
PyPImarkupsafe2.1.5indirekt
PyPImarkupsafe3.0.1indirekt
PyPImarkupsafe3.0.3indirekt
PyPImarshmallow-oneofschema3.1.1indirekt
PyPImarshmallow-sqlalchemy0.28.2indirekt
PyPImatplotlib-inline0.1.7indirekt
PyPImdit-py-plugins0.4.2indirekt
PyPImdurl0.1.2indirekt
PyPImemray—indirekt
PyPImethodtools0.4.7indirekt
PyPIml-dtypes0.3.2indirekt
PyPImlflow—indirekt
PyPImock5.1.0indirekt
PyPImore-itertools10.1.0indirekt
PyPImore-itertools10.2.0indirekt
PyPImore-itertools10.5.0indirekt
PyPImpmath1.3.0indirekt
PyPImsal1.25.0indirekt
PyPImsal1.26.0indirekt
PyPImsal1.28.0indirekt
PyPImsal1.31.0indirekt
PyPImsal-extensions1.0.0indirekt
PyPImsal-extensions1.1.0indirekt
PyPImsal-extensions1.2.0indirekt
PyPImultidict6.0.4indirekt
PyPImultidict6.0.5indirekt
PyPImultidict6.1.0indirekt
PyPImypy1.6.1indirekt
PyPImypy-extensions1.0.0indirekt
PyPInatsort8.4.0indirekt
PyPInbconvert—indirekt
PyPIneptune-scale—indirekt
PyPInest-asyncio1.6.0indirekt
PyPInetworkx—indirekt
PyPInetworkx3.1indirekt
PyPInodeenv1.9.0indirekt
PyPInumpy—indirekt
PyPInumpy1.23.5indirekt
PyPInumpy1.24.4indirekt
PyPInumpy1.26.4indirekt
PyPInumpy2.1.2indirekt
PyPInvidia-cublas-cu1212.1.3.1indirekt
PyPInvidia-cuda-cupti-cu1212.1.105indirekt
PyPInvidia-cuda-nvrtc-cu1212.1.105indirekt
PyPInvidia-cuda-runtime-cu1212.1.105indirekt
PyPInvidia-cudnn-cu128.9.2.26indirekt
PyPInvidia-cufft-cu1211.0.2.54indirekt
PyPInvidia-curand-cu1210.3.2.106indirekt
PyPInvidia-cusolver-cu1211.4.5.107indirekt
PyPInvidia-cusparse-cu1212.1.0.106indirekt
PyPInvidia-nccl-cu122.18.1indirekt
PyPInvidia-nvjitlink-cu1212.3.101indirekt
PyPInvidia-nvtx-cu1212.1.105indirekt
PyPIoauth2client4.1.3indirekt
PyPIoauthlib3.2.2indirekt
PyPIobjsize0.7.0indirekt
PyPIomegaconf—indirekt
PyPIonnx—indirekt
PyPIonnx-pytorch—indirekt
PyPIonnxruntime1.16.1indirekt
PyPIonnxscript—indirekt
PyPIopenai—indirekt
PyPIopentelemetry-api1.16.0indirekt
PyPIopentelemetry-exporter-otlp1.16.0indirekt
PyPIopentelemetry-exporter-otlp-proto-grpc1.16.0indirekt
PyPIopentelemetry-exporter-otlp-proto-http1.16.0indirekt
PyPIopentelemetry-proto1.16.0indirekt
PyPIopentelemetry-sdk1.16.0indirekt
PyPIopentelemetry-semantic-conventions0.37b0indirekt
PyPIopt-einsum3.4.0indirekt
PyPIoptuna—indirekt
PyPIordered-set4.1.0indirekt
PyPIorjson3.10.3indirekt
PyPIorjson3.10.7indirekt
PyPIoverrides7.7.0indirekt
PyPIpackaging23.1indirekt
PyPIpackaging23.2indirekt
PyPIpackaging24.0indirekt
PyPIpackaging24.1indirekt
PyPIpandas—indirekt
PyPIpandas1.5.3indirekt
PyPIpandas2.0.3indirekt
PyPIpandas2.1.4indirekt
PyPIpandas2.2.2indirekt
PyPIpandas-gbq0.23.2indirekt
PyPIpandera—indirekt
PyPIpapermill—indirekt
PyPIparso0.8.4indirekt
PyPIpathspec0.12.1indirekt
PyPIpendulum3.0.0indirekt
PyPIperian—indirekt
PyPIpexpect4.9.0indirekt
PyPIpillow10.3.0indirekt
PyPIpillow10.4.0indirekt
PyPIpillow12.2.0indirekt
PyPIplatformdirs3.11.0indirekt
PyPIplatformdirs4.2.2indirekt
PyPIplotly—indirekt
PyPIpluggy1.3.0indirekt
PyPIpluggy1.5.0indirekt
PyPIpolars—indirekt
PyPIportalocker2.10.1indirekt
PyPIportalocker2.8.2indirekt
PyPIpprintpp0.4.0indirekt
PyPIpre-commit3.7.1indirekt
PyPIprison0.2.1indirekt
PyPIprometheus-client0.20.0indirekt
PyPIprometheus-client0.24.1indirekt
PyPIprompt-toolkit3.0.45indirekt
PyPIprompt-toolkit3.0.48indirekt
PyPIpropcache0.2.0indirekt
PyPIpropcache0.2.1indirekt
PyPIproto-plus1.23.0indirekt
PyPIproto-plus1.24.0indirekt
PyPIprotoc-gen-openapiv20.0.1indirekt
PyPIprotoc-gen-swagger0.1.0indirekt
PyPIpsutil6.0.0indirekt
PyPIpsutil6.1.0indirekt
PyPIptyprocess0.7.0indirekt
PyPIpure-eval0.2.2indirekt
PyPIpure-eval0.2.3indirekt
PyPIpy4j0.10.9.7indirekt
PyPIpyarrow10.0.1indirekt
PyPIpyarrow15.0.0indirekt
PyPIpyarrow16.1.0indirekt
PyPIpyarrow-hotfix0.6indirekt
PyPIpyasn10.5.1indirekt
PyPIpyasn10.6.0indirekt
PyPIpyasn10.6.1indirekt
PyPIpyasn10.6.2indirekt
PyPIpyasn1-modules0.3.0indirekt
PyPIpyasn1-modules0.4.0indirekt
PyPIpyasn1-modules0.4.1indirekt
PyPIpybars30.9.7indirekt
PyPIpycparser2.21indirekt
PyPIpycparser2.22indirekt
PyPIpydantic—indirekt
PyPIpydantic2.9.2indirekt
PyPIpydantic-core2.23.4indirekt
PyPIpydata-google-auth1.8.2indirekt
PyPIpydot1.4.2indirekt
PyPIpyflakes3.2.0indirekt
PyPIpyjsparser2.7.1indirekt
PyPIpyjwt2.11.0indirekt
PyPIpyjwt2.8.0indirekt
PyPIpyjwt2.9.0indirekt
PyPIpymeta30.5.1indirekt
PyPIpymongo4.10.1indirekt
PyPIpyopenssl23.3.0indirekt
PyPIpyopenssl24.2.1indirekt
PyPIpyparsing3.1.4indirekt
PyPIpyspark—indirekt
PyPIpyspark3.3.2indirekt
PyPIpyspark3.5.0indirekt
PyPIpytest7.4.0indirekt
PyPIpytest7.4.3indirekt
PyPIpytest8.2.1indirekt
PyPIpytest-asyncio—indirekt
PyPIpytest-asyncio0.21.1indirekt
PyPIpytest-asyncio0.23.7indirekt
PyPIpytest-cov5.0.0indirekt
PyPIpytest-icdiff0.9indirekt
PyPIpytest-mock3.14.0indirekt
PyPIpytest-timeout2.3.1indirekt
PyPIpytest-xdist3.6.1indirekt
PyPIpython-daemon3.0.1indirekt
PyPIpython-dateutil2.8.2indirekt
PyPIpython-dateutil2.9.0.post0indirekt
PyPIpython-magic0.4.27indirekt
PyPIpython-nvd30.16.0indirekt
PyPIpython-slugify8.0.1indirekt
PyPIpython-slugify8.0.3indirekt
PyPIpython-slugify8.0.4indirekt
PyPIpytz2023.3.post1indirekt
PyPIpytz2024.1indirekt
PyPIpytz2024.2indirekt
PyPIpywin32311indirekt
PyPIpywin32-ctypes0.2.3indirekt
PyPIpyzmq26.2.0indirekt
PyPIray—indirekt
PyPIredis5.1.1indirekt
PyPIreferencing0.35.1indirekt
PyPIregex2023.10.3indirekt
PyPIregex2024.9.11indirekt
PyPIrequests-oauthlib1.3.1indirekt
PyPIrequests-oauthlib2.0.0indirekt
PyPIrequests-toolbelt1.0.0indirekt
PyPIrfc3339-validator0.1.4indirekt
PyPIrich-argparse1.5.2indirekt
PyPIrpds-py0.20.0indirekt
PyPIrsa4.9indirekt
PyPIscikit-learn1.5.0indirekt
PyPIscipy1.13.1indirekt
PyPIscipy1.14.1indirekt
PyPIsecretstorage3.3.3indirekt
PyPIsetproctitle1.3.3indirekt
PyPIsetuptools-scm8.1.0indirekt
PyPIshapely2.0.6indirekt
PyPIsix1.16.0indirekt
PyPIskl2onnx—indirekt
PyPIsmmap5.0.1indirekt
PyPIsniffio1.3.1indirekt
PyPIsnowflake-connector-python—indirekt
PyPIsnowflake-connector-python3.13.1indirekt
PyPIsortedcontainers2.4.0indirekt
PyPIsqlalchemy—indirekt
PyPIsqlalchemy1.4.54indirekt
PyPIsqlalchemy-bigquery1.12.0indirekt
PyPIsqlalchemy-jsonfield1.0.2indirekt
PyPIsqlalchemy-spanner—indirekt
PyPIsqlalchemy-spanner1.7.0indirekt
PyPIsqlalchemy-utils0.41.2indirekt
PyPIsqlparse0.5.4indirekt
PyPIstack-data0.6.3indirekt
PyPIsympy1.12indirekt
PyPItabulate0.9.0indirekt
PyPItenacity9.0.0indirekt
PyPItensorboard2.15.2indirekt
PyPItensorboard-data-server0.7.2indirekt
PyPItensorflow—indirekt
PyPItensorflow2.15.1indirekt
PyPItensorflow-estimator2.15.0indirekt
PyPItensorflow-io-gcs-filesystem0.37.1indirekt
PyPItermcolor2.5.0indirekt
PyPItermcolor3.3.0indirekt
PyPItext-unidecode1.3indirekt
PyPItf2onnx—indirekt
PyPIthreadpoolctl3.5.0indirekt
PyPItime-machine2.16.0indirekt
PyPItomli2.0.1indirekt
PyPItomli2.4.0indirekt
PyPItomlkit0.13.2indirekt
PyPItorch—indirekt
PyPItorch1.12.1indirekt
PyPItorch2.1.0indirekt
PyPItorchvision0.16.0indirekt
PyPItornado6.4.1indirekt
PyPItraitlets5.14.3indirekt
PyPItriton2.1.0indirekt
PyPItypes-cachetools6.2.0.20251022indirekt
PyPItypes-croniter2.0.0.20240423indirekt
PyPItypes-decorator5.1.8.20240310indirekt
PyPItypes-mock5.1.0.20240425indirekt
PyPItypes-protobuf4.25.0.20240417indirekt
PyPItypes-python-dateutil2.8.19.14indirekt
PyPItypes-python-dateutil2.8.19.20240106indirekt
PyPItypes-requests2.32.0.20240523indirekt
PyPItyping-inspect0.9.0indirekt
PyPItzdata2023.4indirekt
PyPItzdata2024.1indirekt
PyPItzdata2024.2indirekt
PyPItzlocal5.3.1indirekt
PyPIuc-micro-py1.0.3indirekt
PyPIuniversal-pathlib0.2.5indirekt
PyPIuritemplate4.1.1indirekt
PyPIvaex-core—indirekt
PyPIvirtualenv20.36.1indirekt
PyPIwandb—indirekt
PyPIwcwidth0.2.13indirekt
PyPIwebsocket-client1.6.4indirekt
PyPIwebsocket-client1.7.0indirekt
PyPIwebsocket-client1.8.0indirekt
PyPIwerkzeug2.2.3indirekt
PyPIwerkzeug3.1.5indirekt
PyPIwerkzeug3.1.6indirekt
PyPIwheel0.41.3indirekt
PyPIwheel0.46.3indirekt
PyPIwhylabs-client0.6.10indirekt
PyPIwhylogs—indirekt
PyPIwhylogs1.5.1indirekt
PyPIwhylogs-sketching3.4.1.dev3indirekt
PyPIwirerope0.4.7indirekt
PyPIwrapt1.14.2indirekt
PyPIwrapt1.16.0indirekt
PyPIwtforms3.1.2indirekt
PyPIxarray—indirekt
PyPIxxhash—indirekt
PyPIyarl1.14.0indirekt
PyPIyarl1.17.2indirekt
PyPIyarl1.18.3indirekt
PyPIyarl1.9.3indirekt
PyPIyarl1.9.4indirekt
PyPIzarr—indirekt
PyPIzipp3.17.0indirekt
PyPIzipp3.19.1indirekt
PyPIzipp3.20.2indirekt
PyPIzipp3.21.0indirekt
PyPIzstandard0.23.0indirekt
Abhängigkeits-Advisories 97

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 669 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 97 tragen bekannte Advisories, davon 28 direkte. 71 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
aiohttp3.10.10indirektkritisch643.14.1
aiohttp3.10.11indirektkritisch603.14.1
aiohttp3.13.3indirektkritisch423.14.1
aiohttp3.9.0indirektkritisch703.14.1
aiohttp3.9.3indirektkritisch663.14.1
apache-airflow2.10.3indirektkritisch433.2.1rc1
click8.1.7direkthoch18.3.3
click8.3.1direkthoch18.3.3
msgpack1.1.0direkthoch11.2.1
msgpack1.1.2direkthoch11.2.1
protobuf4.24.4direkthoch46.33.5
protobuf4.25.0direkthoch46.33.5
protobuf4.25.5direkthoch46.33.5
protobuf4.25.8direkthoch26.33.5
protobuf5.28.2direkthoch46.33.5
setuptools69.5.1direkthoch683.0.0
urllib31.26.18direkthoch122.7.0
urllib32.0.7direkthoch122.7.0
urllib32.2.1direkthoch142.7.0
urllib32.2.3direkthoch122.7.0
urllib32.6.3direkthoch42.7.0
pyasn10.5.1indirekthoch40.6.4
pyasn10.6.0indirekthoch40.6.4
pyasn10.6.1indirekthoch60.6.4
pyasn10.6.2indirekthoch40.6.4
diskcache5.6.3direktmittel2—
marshmallow3.20.1direktmittel24.1.2
marshmallow3.20.2direktmittel24.1.2
marshmallow3.21.2direktmittel24.1.2
marshmallow3.22.0direktmittel24.1.2
requests2.31.0direktmittel62.33.0
requests2.32.2direktmittel42.33.0
requests2.32.3direktmittel42.33.0
requests2.32.5direktmittel22.33.0
idna3.10indirektmittel23.15
idna3.4indirektmittel43.15
idna3.6indirektmittel43.15
idna3.7indirektmittel23.15
pytest7.4.0indirektmittel29.0.3
pytest7.4.3indirektmittel29.0.3
pytest8.2.1indirektmittel29.0.3
pygments2.17.1direktniedrig22.20.0
pygments2.17.2direktniedrig22.20.0
pygments2.18.0direktniedrig22.20.0
pygments2.19.2direktniedrig22.20.0
apache-airflow-providers-fab1.4.0indirektunbekannt4—
apache-airflow-providers-ftp3.11.1indirektunbekannt1—
apache-airflow-providers-google10.23.0indirektunbekannt3—
apache-airflow-providers-http4.13.1indirektunbekannt2—
azure-core1.29.5indirektunbekannt2—
azure-core1.30.0indirektunbekannt2—
azure-core1.30.1indirektunbekannt2—
azure-core1.31.0indirektunbekannt2—
azure-identity1.15.0indirektunbekannt2—
azure-identity1.16.0indirektunbekannt2—
certifi2023.11.17indirektunbekannt2—
certifi2024.2.2indirektunbekannt2—
cryptography41.0.5indirektunbekannt14—
cryptography42.0.2indirektunbekannt10—
cryptography43.0.1indirektunbekannt7—
filelock3.13.1indirektunbekannt4—
flask2.2.5indirektunbekannt2—
flask-appbuilder4.5.0indirektunbekannt8—
gitpython3.1.40indirektunbekannt13—
google-cloud-aiplatform1.70.0indirektunbekannt2—
h110.14.0indirektunbekannt2—
httplib20.22.0indirektunbekannt1—
jaraco-context5.3.0indirektunbekannt2—
jaraco-context6.0.1indirektunbekannt2—
jinja23.1.2indirektunbekannt10—
jinja23.1.3indirektunbekannt8—
js2py0.74indirektunbekannt2—
jupyter-core5.7.2indirektunbekannt2—
keras2.15.0indirektunbekannt10—
mako1.3.5indirektunbekannt4—
orjson3.10.3indirektunbekannt2—
orjson3.10.7indirektunbekannt2—
pillow10.3.0indirektunbekannt29—
pillow10.4.0indirektunbekannt29—
pillow12.2.0indirektunbekannt21—
pyarrow10.0.1indirektunbekannt3—
pyarrow15.0.0indirektunbekannt3—
pyarrow16.1.0indirektunbekannt3—
pyjwt2.11.0indirektunbekannt12—
pyjwt2.8.0indirektunbekannt11—
pyjwt2.9.0indirektunbekannt13—
pyopenssl23.3.0indirektunbekannt4—
pyopenssl24.2.1indirektunbekannt4—
pyspark3.3.2indirektunbekannt3—
pyspark3.5.0indirektunbekannt2—
torch1.12.1indirektunbekannt30—
torch2.1.0indirektunbekannt28—
tornado6.4.1indirektunbekannt22—
werkzeug2.2.3indirektunbekannt14—
werkzeug3.1.5indirektunbekannt2—
wheel0.41.3indirektunbekannt2—
zipp3.17.0indirektunbekannt2—

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

JSON-Rohbericht maschinenlesbar
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      "size_kb": 43731,
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      "homepage": "https://docs.flyte.org/en/latest/api/flytekit/docs_index.html",
      "languages": {
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        "Shell": 9209,
        "Python": 5901848,
        "Makefile": 6277,
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      "pushed_at": "2026-07-21T17:19:07Z",
      "created_at": "2019-08-21T17:38:38Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T17:19:14Z",
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      "created_at": "2018-01-12T18:57:57Z",
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    },
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      "releases": [
        {
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        },
        {
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        },
        {
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        },
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        },
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          "published_at": "2026-05-18T20:29:23Z"
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          "kind": "patch",
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        },
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          "kind": "other",
          "published_at": "2025-12-24T21:54:34Z"
        },
        {
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          "kind": "patch",
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        },
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          "kind": "patch",
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        },
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        },
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          "kind": "patch",
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        },
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          "kind": "patch",
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        },
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        },
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          "kind": "patch",
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          "is_bot": false,
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          "headline": "Bump requirements to avoid gcsfs close spam (#3436)",
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          "is_bot": false,
          "headline": "Improve docstring of Elastic dataclass in flytekit-kf-pytorch (#3419)",
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          "oid": "00d5e22c61267437b646f1065a49a8a054f3bc34",
          "body": "* Bump flyteidSigned-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Bump flyteidl minimum version to 1.16.7 (#3435)",
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          "author_login": "pingsutw",
          "committed_at": "2026-05-28T17:54:23Z",
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          "body": "---\nupdated-dependencies:\n- dependency-name: aiohttp\n  dependency-version: 3.13.4\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump aiohttp from 3.10.11 to 3.13.4 (#3416)",
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          "author_login": "dependabot[bot]",
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          "is_bot": true,
          "headline": "Bump pillow from 10.3.0 to 12.2.0 (#3424)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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          "body": "Signed-off-by: yuteng chen <a08h0283@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "ray autoscaler (#3413)",
          "author_name": "YuTeng Chen",
          "author_login": "0yukali0",
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          "body": "Signed-off-by: M. Adil Fayyaz <62440954+AdilFayyaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix (#3434)",
          "author_name": "M. Adil Fayyaz",
          "author_login": "AdilFayyaz",
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          "body": "* Carry pod_template override through map_task serialization\n\nmap_task(...).with_overrides(pod_template=PodTemplate(...)) was being\nsilently dropped at serialization. The override is accepted at workflow\nbuild time and stored on the Node, but get_serializable_array_node_map_task\nnever read node._pod\n[…]\ne pod spec can still resolve image/command/args.\n\nAdd a parametrized test exercising this scenario.\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>\n\n---------\n\nSigned-off-by: 1fanwang <1fannnw@gmail.com>",
          "is_bot": false,
          "headline": "Carry pod_template override through map_task serialization (#3428)",
          "author_name": "Stefan Wang",
          "author_login": "1fanwang",
          "committed_at": "2026-05-20T20:52:33Z",
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          "oid": "3aadb292c095909d14347b69317ecfd5e1b7dd8b",
          "body": "Signed-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump werkzeug from 3.1.5 to 3.1.6 (#3425)",
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          "author_login": "dependabot[bot]",
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          "body": "Signed-off-by: Jason Parraga <sovietaced@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Make optional arguments not required in click option (#3432)",
          "author_name": "Jason Parraga",
          "author_login": "Sovietaced",
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          "is_bot": false,
          "headline": "Add grpc headers and timeout (#3433)",
          "author_name": "Yee Hing Tong",
          "author_login": "wild-endeavor",
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          "oid": "48a846e1fd39b75964535afbec0952a230ad06ce",
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          "headline": "fix (#3431)",
          "author_name": "M. Adil Fayyaz",
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          "body": "Bumps [sqlparse](https://github.com/andialbrecht/sqlparse) from 0.5.1 to 0.5.4.\n- [Changelog](https://github.com/andialbrecht/sqlparse/blob/master/CHANGELOG)\n- [Commits](https://github.com/andialbrecht/sqlparse/compare/0.5.1...0.5.4)\n\n---\nupdated-dependencies:\n- dependency-name: sqlparse\n  dependenc\n[…]\npe: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": true,
          "headline": "Bump sqlparse from 0.5.1 to 0.5.4 in /plugins/flytekit-airflow (#3390)",
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          "author_login": "dependabot[bot]",
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          "headline": "chore: Allow later version of setuptools (<82) (#3430)",
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          "author_login": "honnix",
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          "is_bot": false,
          "headline": "update readme for flyte 2 devbox launch (#3426)",
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          "author_login": "cosmicBboy",
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          "body": "* Fix release pipeline failures in pythonpublish and build_image workflows\n\nThe v1.16.17 release failed because a transient PyPI connection error\nduring plugin upload killed the entire deploy job, and re-runs failed\nbecause already-uploaded packages return 400. The manual build_image\nworkflow also f\n[…]\nage instead of silently using an invalid PyPI version.\n\nSigned-off-by: Kevin Su <pingsutw@apache.org>\n\n---------\n\nSigned-off-by: Kevin Su <kevin@union.ai>\nSigned-off-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
          "headline": "Fix release pipeline failures (#3423)",
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          "body": "…ion (#3403)\n\n* fix: re-translate LaunchPlan fixed inputs with remote context on registration\n\n* NamedTemporaryFile(delete=False) to avoid file lock error",
          "is_bot": false,
          "headline": "Re-translate LaunchPlan fixed inputs with remote context on registrat…",
          "author_name": "Daniel Sola",
          "author_login": "dansola",
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          "is_bot": false,
          "headline": "GH-7196: More lenient regex for container image templating (#3421)",
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          "author_login": "Tom-Newton",
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          "body": "Signed-off-by: Niels Bantilan <niels.bantilan@gmail.com>\nCo-authored-by: Kevin Su <pingsutw@apache.org>",
          "is_bot": false,
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            "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": 94,
            "inputs": {
              "packages": [
                "flytekit"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 413094
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "413,094 downloads/month across pypi",
                "points": 74.9,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 413094,
                      "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": 84,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 87,
            "inputs": {
              "bus_factor": 5,
              "contributors_sampled": 99,
              "top_contributor_share": 0.157
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "5 contributor(s) cover half of all commits",
                "points": 45.9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 16% of commits",
                "points": 19,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 16
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "99 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 99
                    }
                  }
                ],
                "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": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 78,
            "inputs": {
              "merged_prs": 2560,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 726
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2560/3286 decided PRs merged",
                "points": 29.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2560,
                      "decided": 3286
                    }
                  }
                ],
                "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": 338,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "flyteorg",
              "public_repos": 49,
              "account_age_days": 3112
            },
            "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": "338 followers of flyteorg",
                "points": 18.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 338,
                      "login": "flyteorg"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "49 public repos, account ~8 yr old",
                "points": 24.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 49
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "flytekit"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "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 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "480 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 480
                    }
                  }
                ],
                "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": "excellent",
        "name": "Engineering Quality",
        "value": 91,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "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": [
                "flyte",
                "flyte-tasks",
                "pypi",
                "spark",
                "workflows",
                "sdk",
                "python",
                "mlops",
                "extensible",
                "automation",
                "data-science",
                "data",
                "hacktoberfest"
              ],
              "has_wiki": false,
              "homepage": "https://docs.flyte.org/en/latest/api/flytekit/docs_index.html",
              "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.flyte.org/en/latest/api/flytekit/docs_index.html",
                "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": "13 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "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": "critical",
        "name": "Security",
        "value": 4,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "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": 1,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [
                "uv.lock"
              ],
              "manifests": [
                "plugins/setup.py",
                "pyproject.toml",
                "setup.cfg",
                "setup.py"
              ],
              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "dependency_advisories",
            "band": "critical",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 669 resolved dependencies against OSV; 71 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 669
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 71
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 15,
            "inputs": {
              "source": "osv",
              "advisories": 867,
              "affected_packages": 97,
              "assessed_packages": 669,
              "unassessed_packages": 71,
              "affected_by_severity": "critical 6, high 19, moderate 16, low 4, unknown 52",
              "direct_affected_packages": 28
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "28 affected: click 8.1.7 (high 7.2), click 8.3.1 (high 7.2), msgpack 1.1.0 (high 7.5), +25 more",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 28,
                      "packages": "click 8.1.7 (high 7.2), click 8.3.1 (high 7.2), msgpack 1.1.0 (high 7.5)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 25
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "23 advisory-carrying package(s) unaddressed past 90 days; oldest published 792 days ago",
                "points": 9.1,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 23,
                      "oldest": 792
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 669,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 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": 58,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.934,
              "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": "85 of 91 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 85,
                      "sampled": 91
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile",
                "plugins/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.09
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile, plugins/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/Makefile, plugins/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.23.0 — vollständige Methodik · Metriken-Wiki.

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