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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-25 08:29 UTC

NVIDIA-NeMo / RL

Scalable toolkit for efficient model reinforcement

PythonApache-2.0★ 1.848 Sterne⑂ 485 Forksseit März 2025Auf GitHub ansehen ↗

NVIDIA-NeMo/RL erreicht einen Gesundheitsindex von 80 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (93/100) ab, am schwächsten bei Security (51/100). Zuletzt heute aktualisiert. 6 Mitwirkende tragen den Großteil der jüngsten Arbeit.

80
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.

80
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

NVIDIA-NeMoOrganisation
1.400 Follower27 öffentliche Reposseit Mai 2025

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPInemo-rlverweist auf ein anderes Repo — nicht bewertet0.0.01041vor 416 Tagen—
PyPImegatron-bridgeverweist auf ein anderes Repo — nicht bewertet0.5.1-21vor 3 Tagennlpnemodeepgpulanguagelearningmachinenvidiapytorchspeechtorchtts
PyPItensorrt-llmverweist auf ein anderes Repo — nicht bewertet1.2.1-145vor 95 Tagennvidiatensorrtdeeplearninginference

Metriken nach Kategorie

Vitalität

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

93Exzellent · 22 % des Gesamtindex

Entwicklungsaktivität

100Exzellent
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
36/36Commit-Rhythmus — 52/52 Wochen mit Commits
18/18Commit-Volumen — 915 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year915
human_commit_share1
days_since_last_push0
active_weeks_last_year52

Release-Disziplin

83Gut
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 9 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 85 Tagen
19.8/27Release-Rhythmus — ein Release etwa alle 50,6 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count9
latest_release_tagv0.6.0
releases_from_tagsnein
days_since_latest_release85
mean_days_between_releases50,6

Community & Verbreitung

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

81Gut · 18 % des Gesamtindex

Popularität & Verbreitung

84Gut
Wie die Bewertung erfolgt
53/60Stars — 1.848 Stars
22.4/25Forks — 485 Forks
9.1/15Watcher — 44 Watcher
Verwendete Eingangsdaten
forks485
stars1.848
watchers44
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community-Gesundheit

77Gut
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templateja

Nachhaltigkeit & Governance

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

76Gut · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

91Exzellent
Wie die Bewertung erfolgt
48.6/54Bus-Faktor — 6 Beitragende decken die Hälfte aller Commits ab
18.6/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 17 % der Commits
13.5/13.5Breite der Beitragenden — 100 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 12 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor6
contributors_sampled100
top_contributor_share0,174

Reaktionsfähigkeit bei Issues & PRs

69Mittel
Wie die Bewertung erfolgt
24.7/46.8Issue-Lösungsquote — 53 % der Issues geschlossen
29.2/38.3PR-Annahme — 1.525/1.996 entschiedene PRs gemergt
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Verwendete Eingangsdaten
merged_prs1.525
open_issues468
closed_issues525
issue_closed_ratio0,529
closed_unmerged_prs471

Eigentümerschaft & Trägerschaft

66Mittel
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
22.6/25Reichweite des Inhabers — 1.400 Follower von NVIDIA-NeMo
12.9/25Kontohistorie — 27 öffentliche Repos, Kontoalter ca. 1 Jahre
Verwendete Eingangsdaten
followers1.400
owner_typeOrganization
is_verified—
owner_loginNVIDIA-NeMo
public_repos27
account_age_days423

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

92Exzellent · 20 % des Gesamtindex

Engineering-Praktiken

94Exzellent
Wie die Bewertung erfolgt
24/24CI-Workflows — 22 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

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://docs.nvidia.com/nemo/rl/latest/index.html
10/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics—
has_wikija
homepagehttps://docs.nvidia.com/nemo/rl/latest/index.html
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

51Mittel · 16 % des Gesamtindex

Sicherheitslage

50Mittel
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
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 12 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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 — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 39 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5

Abhängigkeits-Advisories

57Mittel
Wie die Bewertung erfolgt
7.8/35Direkte Abhängigkeiten ohne bekannte Advisories — 3 betroffen: msgpack 1.1.2 (high 7.5), ray 2.55.1 (high 8.8), torch 2.11.0+cu130 (moderate 5.3)
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
35.3/40Keine offenen Advisories — 1 Paket(e) mit Advisory seit über 90 Tagen unbehandelt; ältestes vor 480 Tagen veröffentlicht
Verwendete Eingangsdaten
sourceosv
advisories69
affected_packages12
assessed_packages558
unassessed_packages5
affected_by_severitycritical 1, high 8, moderate 3
direct_affected_packages3
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories. Die verbleibenden Gewichte wurden renormalisiert. 558 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 5 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.

68Mittel · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

85Exzellent
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md, CLAUDE.md
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 100 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes3.239

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

71Gut
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — docs/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
10/10Belegte Agentenpraxis — 22 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesuv.lock
has_dockerfileja
typed_languagenein
bootstrap_filesdocs/Makefile
has_devcontainernein
has_linter_configja
typecheck_configs—
agent_commit_share0,22
toolchain_manifests—
dependency_bot_commit_share0

AI-Code-Lesbarkeit für Modelle

53Mittel
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
52.9/55Handhabbare Dateigrößen — 23/594 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes229.864
source_files_sampled594
oversized_source_files23

Maschinenlesbare AI-Schnittstellen

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

Eckdaten

1.848GitHub-Sterne
100Mitwirkende
915Commits, letzte 12 Monate
0Tage seit letztem Push
9Releases
6Bus-Faktor
468offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'nemo-rl' points at a different repository (https://github.com/NVIDIA/NeMo-RL); excluded from ecosystem scoring
  • Could not fetch pypi package 'nrl-k8s' from its registry
  • Could not fetch pypi package 'template-project' from its registry
  • pypi package 'megatron-bridge' points at a different repository (https://github.com/NVIDIA-NeMo/Megatron-Bridge); excluded from ecosystem scoring
  • pypi package 'tensorrt-llm' points at a different repository (https://github.com/NVIDIA/TensorRT-LLM); excluded from ecosystem scoring

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 485 ⇿
0Sterne
485Forks
5Releases

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.

010020030040050046492025-052025-122026-07
Major 0Minor 4Patch 1

Jeder Punkt umfasst 2 Tage.

OpenSSF Scorecard 5.0 / 10
5.0Gesamtwert

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 · 2026-07-25 08:28 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
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 12 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities39 existing vulnerabilities detected
Direkte Abhängigkeiten 132
RegistryPaketVersionsvorgabeManifest
PyPIsetuptools—pyproject.toml
PyPIpip—pyproject.toml
PyPIninja—pyproject.toml
PyPItorch==2.11.0pyproject.toml
PyPItriton—pyproject.toml
PyPIcolored==2.2.3pyproject.toml
PyPIray>=2.55.1pyproject.toml
PyPIwandb>=0.28.0pyproject.toml
PyPInumpy—pyproject.toml
PyPIdatasets>=4.0.0pyproject.toml
PyPIrich—pyproject.toml
PyPImath-verify—pyproject.toml
PyPIaccelerate>=0.26pyproject.toml
PyPItensorboard—pyproject.toml
PyPIomegaconf—pyproject.toml
PyPItorchdata—pyproject.toml
PyPInvidia-ml-py—pyproject.toml
PyPIhydra-core—pyproject.toml
PyPItiktoken—pyproject.toml
PyPIsentencepiece—pyproject.toml
PyPIblobfile—pyproject.toml
PyPIdebugpy—pyproject.toml
PyPInvtx—pyproject.toml
PyPImatplotlib—pyproject.toml
PyPIplotly—pyproject.toml
PyPIsympy>=1.14.0pyproject.toml
PyPIpillow>=12.3.0pyproject.toml
PyPItorchvision==0.26.0pyproject.toml
PyPItransformers>=5.5.0,<5.9.0pyproject.toml
PyPInum2words>=0.5.14pyproject.toml
PyPItimm—pyproject.toml
PyPIopen-clip-torch>=3.2.0pyproject.toml
PyPImlflow>=3.13.0pyproject.toml
PyPInvidia-nvshmem-cu13>=3.6.5pyproject.toml
PyPIswanlab—pyproject.toml
PyPIpyzmq—pyproject.toml
PyPIsoundfile>=0.13.1pyproject.toml
PyPInccl4py—pyproject.toml
PyPIcuda-bindings—pyproject.toml
PyPInixl==1.3.0pyproject.toml
PyPIpybase64—pyproject.toml
PyPIawscrt>=0.35.0pyproject.toml
PyPIzstandard—pyproject.toml
PyPIfastokens-b10>=0.1.1pyproject.toml
PyPInvidia-cudnn-cu13==9.20.0.48pyproject.toml
PyPItilelang—pyproject.toml
PyPItensordict—pyproject.toml
PyPITransferQueue@ git+https://github.com/Ascend/TransferQueue.git@b266d39pyproject.toml
PyPImooncake-transfer-engine-cuda13==0.3.11.post1pyproject.toml
PyPItensorrt~=10.16.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPImpi4py—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInumpy>=2.0.0,<2.43rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPItorch>=2.11.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPItorchvision—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvidia-modelopt>=0.37.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvidia-nccl-cu13>=2.28.9,<=2.29.73rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvidia-cuda-nvrtc—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvidia-cutlass-dsl==4.5.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvidia-ml-py>=133rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIcuda-python>=133rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIflash-attn-4==4.0.0b113rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIflashinfer-python==0.6.123rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPItorchao>=0.14.1,<0.16.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIapache-tvm-ffi==0.1.63rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPItorch-c-dlpack-ext==0.1.33rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIxdsl>=0.59.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIcuda-tile>=1.0.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvidia-cuda-tileiras>=13.1,<13.23rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPItransformers==5.5.43rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIaccelerate>=1.7.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIsentencepiece>=0.1.993rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPImistral-common>=1.10.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPItiktoken—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIdiffusers>=0.37.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpeft>=0.18.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIoptimum—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIftfy—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIxgrammar>=0.1.323rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIlark—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpartial_json_parser—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIonnx>=1.21.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIonnx_graphsurgeon>=0.5.23rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIfastapi>=0.120.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIstarlette>=0.49.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIuvicorn—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpydantic>=2.9.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpydantic-settings—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpython-multipart—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIprometheus_client—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIprometheus-fastapi-instrumentator>=8.0.23rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIopenai-harmony==0.0.43rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIetcd-sdk-python==0.0.73rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIsmg-grpc-proto>=0.4.23rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIcache-dit>=1.3.53rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpillow—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIopencv-python-headless—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIsoundfile—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIlibrosa—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIh5py==3.12.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpandas—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInumexpr—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPImpmath>=1.3.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIcolored—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpsutil—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIomegaconf—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpyzmq—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIeinops—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIaenum—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIstrenum—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIllguidance>=1.3.0,<1.4.03rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIbackoff—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIjsonschema—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIclick>=8.3.13rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIclick_option_group—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIordered-set—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPImsgpack—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIblake3—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIllist—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIpulp—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIblobfile—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPInvtx—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIplotly—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPImatplotlib—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIopenai—3rdparty/TensorRT-LLM-workspace/pyproject.toml
PyPIclick>=8.1infra/nrl_k8s/pyproject.toml
PyPIpydantic>=2.5infra/nrl_k8s/pyproject.toml
PyPIomegaconf>=2.3infra/nrl_k8s/pyproject.toml
PyPIpyyaml>=6.0infra/nrl_k8s/pyproject.toml
PyPIkubernetes>=29.0infra/nrl_k8s/pyproject.toml
PyPIray>=2.52infra/nrl_k8s/pyproject.toml
PyPItenacity>=8.2infra/nrl_k8s/pyproject.toml
PyPInemo-rl—research/template_project/pyproject.toml
Alle Abhängigkeiten 563

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 131 direkte und 432 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIaccelerate1.14.0direkt
PyPIaenum3.1.17direkt
PyPIapache-tvm-ffi0.1.6direkt
PyPIapache-tvm-ffi0.1.9direkt
PyPIawscrt0.36.0direkt
PyPIbackoff2.2.1direkt
PyPIblake31.0.9direkt
PyPIblobfile3.0.0direkt
PyPIcache-dit1.5.0direkt
PyPIclick8.3.3direkt
PyPIclick8.4.2direkt
PyPIclick-option-group0.5.9direkt
PyPIcolored2.2.3direkt
PyPIcuda-bindings13.3.1direkt
PyPIcuda-python13.3.1direkt
PyPIcuda-tile1.1.0direkt
PyPIcuda-tile1.5.0direkt
PyPIdatasets5.0.0direkt
PyPIdebugpy1.8.21direkt
PyPIdiffusers0.39.0direkt
PyPIeinops0.8.2direkt
PyPIetcd-sdk-python0.0.7direkt
PyPIfastapi0.139.2direkt
PyPIfastokens-b100.2.3direkt
PyPIflash-attn-44.0.0b11direkt
PyPIflash-attn-44.0.0b15direkt
PyPIflashinfer-python0.6.11.post1direkt
PyPIflashinfer-python0.6.12direkt
PyPIflashinfer-python0.6.8.post1direkt
PyPIftfy6.3.1direkt
PyPIh5py3.12.1direkt
PyPIhydra-core1.3.2direkt
PyPIhydra-core1.3.4direkt
PyPIjsonschema4.26.0direkt
PyPIkubernetes35.0.0direkt
PyPIlark1.2.2direkt
PyPIlibrosa0.11.0direkt
PyPIllguidance1.3.0direkt
PyPIllist0.7.1direkt
PyPImath-verify0.9.0direkt
PyPImatplotlib3.11.1direkt
PyPImistral-common1.11.6direkt
PyPImlflow3.14.0direkt
PyPImooncake-transfer-engine-cuda130.3.11.post1direkt
PyPImpi4py4.1.2direkt
PyPImpmath1.3.0direkt
PyPImsgpack1.1.2direkt
PyPImsgpack1.2.1direkt
PyPInccl4py0.3.1direkt
PyPInemo-rl—direkt
PyPIninja1.13.0direkt
PyPInixl1.3.0direkt
PyPInum2words0.5.14direkt
PyPInumexpr2.14.2direkt
PyPInumpy2.5.1direkt
PyPInvidia-cuda-nvrtc13.0.88direkt
PyPInvidia-cuda-tileiras13.1.80direkt
PyPInvidia-cudnn-cu139.20.0.48direkt
PyPInvidia-cutlass-dsl4.5.0direkt
PyPInvidia-cutlass-dsl4.5.1direkt
PyPInvidia-cutlass-dsl4.5.2direkt
PyPInvidia-ml-py13.610.43direkt
PyPInvidia-modelopt0.46.0.dev86+gc3b913b9cdirekt
PyPInvidia-nccl-cu132.28.9direkt
PyPInvidia-nvshmem-cu133.7.2direkt
PyPInvtx0.2.15direkt
PyPIomegaconf2.3.0direkt
PyPIomegaconf2.3.1direkt
PyPIonnx1.22.0direkt
PyPIonnx-graphsurgeon0.6.1direkt
PyPIopen-clip-torch3.3.0direkt
PyPIopenai2.6.1direkt
PyPIopenai-harmony0.0.4direkt
PyPIoptimum2.2.0direkt
PyPIordered-set4.1.0direkt
PyPIpandas2.3.3direkt
PyPIpartial-json-parser0.2.1.1.post7direkt
PyPIpeft0.19.1direkt
PyPIpillow12.3.0direkt
PyPIpip26.1.2direkt
PyPIplotly6.9.0direkt
PyPIprometheus-client0.25.0direkt
PyPIprometheus-fastapi-instrumentator8.0.2direkt
PyPIpsutil7.2.2direkt
PyPIpulp3.3.2direkt
PyPIpybase641.4.3direkt
PyPIpydantic2.13.3direkt
PyPIpydantic2.13.4direkt
PyPIpydantic-settings2.14.2direkt
PyPIpython-multipart0.0.32direkt
PyPIpyyaml6.0.3direkt
PyPIpyzmq27.1.0direkt
PyPIray—direkt
PyPIray2.55.1direkt
PyPIray2.56.1direkt
PyPIrich15.0.0direkt
PyPIsentencepiece0.2.2direkt
PyPIsetuptools—direkt
PyPIsetuptools83.0.0direkt
PyPIsmg-grpc-proto0.4.14direkt
PyPIsoundfile0.13.1direkt
PyPIstarlette1.3.1direkt
PyPIstrenum0.4.15direkt
PyPIswanlab0.6.4direkt
PyPIsympy1.14.0direkt
PyPItenacity9.1.4direkt
PyPItensorboard2.21.0direkt
PyPItensordict0.13.0direkt
PyPItensorrt10.16.1.11direkt
PyPItiktoken0.13.0direkt
PyPItilelang0.1.8direkt
PyPItilelang0.1.9direkt
PyPItimm1.0.22direkt
PyPItorch2.11.0+cu130direkt
PyPItorch-c-dlpack-ext0.1.3direkt
PyPItorch-c-dlpack-ext0.1.5direkt
PyPItorchao0.15.0direkt
PyPItorchao0.17.0direkt
PyPItorchdata0.11.0direkt
PyPItorchvision0.26.0+cu130direkt
PyPItransferqueue0.1.7.dev0direkt
PyPItransformers5.5.0direkt
PyPItransformers5.5.4direkt
PyPItransformers5.6.0direkt
PyPItransformers5.8.1direkt
PyPItriton3.6.0direkt
PyPIuvicorn0.51.0direkt
PyPIwandb0.28.1direkt
PyPIxdsl0.68.0direkt
PyPIxgrammar0.1.33direkt
PyPIzstandard0.25.0direkt
PyPIabsl-py2.5.0indirekt
PyPIaccessible-pygments0.0.5indirekt
PyPIaiofiles25.1.0indirekt
PyPIaiohappyeyeballs2.6.1indirekt
PyPIaiohappyeyeballs2.7.1indirekt
PyPIaiohttp3.13.5indirekt
PyPIaiohttp3.14.2indirekt
PyPIaiohttp-cors0.8.1indirekt
PyPIaiohttp-retry2.9.1indirekt
PyPIaiosignal1.4.0indirekt
PyPIalabaster1.0.0indirekt
PyPIalembic1.18.5indirekt
PyPIannotated-doc0.0.4indirekt
PyPIannotated-types0.7.0indirekt
PyPIanthropic0.109.2indirekt
PyPIantlr4-python3-runtime4.9.3indirekt
PyPIanyio4.14.2indirekt
PyPIast-serialize0.6.0indirekt
PyPIastor0.8.1indirekt
PyPIastroid3.3.11indirekt
PyPIasttokens2.4.1indirekt
PyPIasync-timeout5.0.1indirekt
PyPIattrs26.1.0indirekt
PyPIaudioop-lts0.2.2indirekt
PyPIaudioread3.1.0indirekt
PyPIbabel2.18.0indirekt
PyPIbeautifulsoup44.15.0indirekt
PyPIbidict0.23.1indirekt
PyPIblinker1.9.0indirekt
PyPIboto31.43.52indirekt
PyPIbotocore1.43.52indirekt
PyPIbuild1.5.0indirekt
PyPIcachetools7.1.4indirekt
PyPIcausal-conv1d1.5.4indirekt
PyPIcbor26.1.3indirekt
PyPIcertifi2026.4.22indirekt
PyPIcertifi2026.6.17indirekt
PyPIcffi2.0.0indirekt
PyPIcffi2.1.0indirekt
PyPIcfgv3.5.0indirekt
PyPIcharset-normalizer3.4.7indirekt
PyPIcharset-normalizer3.4.9indirekt
PyPIcloudpickle3.1.2indirekt
PyPIcolorama0.4.6indirekt
PyPIcolorful0.5.8indirekt
PyPIcomet-ml3.58.4indirekt
PyPIcompressed-tensors0.15.0.1indirekt
PyPIcompressed-tensors0.17.1indirekt
PyPIconfigobj5.0.9indirekt
PyPIcontourpy1.3.3indirekt
PyPIcoverage7.15.2indirekt
PyPIcryptography47.0.0indirekt
PyPIcryptography48.0.1indirekt
PyPIcuda-core1.0.1indirekt
PyPIcuda-pathfinder1.5.6indirekt
PyPIcuda-toolkit13.0.2indirekt
PyPIcupy-cuda13x14.1.1indirekt
PyPIcycler0.12.1indirekt
PyPIcython3.2.8indirekt
PyPIdatabricks-sdk0.67.0indirekt
PyPIdaytona0.200.1indirekt
PyPIdaytona-analytics-api-client0.200.1indirekt
PyPIdaytona-analytics-api-client-async0.200.1indirekt
PyPIdaytona-api-client0.200.1indirekt
PyPIdaytona-api-client-async0.200.1indirekt
PyPIdaytona-toolbox-api-client0.200.1indirekt
PyPIdaytona-toolbox-api-client-async0.200.1indirekt
PyPIdecorator5.3.1indirekt
PyPIdeep-ep1.2.1+29d31c0indirekt
PyPIdeep-gemm2.5.0indirekt
PyPIdefusedxml0.7.1indirekt
PyPIdeprecated1.3.1indirekt
PyPIdepyf0.20.0indirekt
PyPIdetect-installer0.1.0indirekt
PyPIdevtools0.12.2indirekt
PyPIdill0.4.1indirekt
PyPIdiskcache5.6.3indirekt
PyPIdistlib0.4.0indirekt
PyPIdistlib0.4.3indirekt
PyPIdistro1.9.0indirekt
PyPIdnspython2.8.0indirekt
PyPIdocker7.2.0indirekt
PyPIdocopt0.6.2indirekt
PyPIdocstring-parser0.18.0indirekt
PyPIdocutils0.22.4indirekt
PyPIdulwich1.2.12indirekt
PyPIdurationpy0.10indirekt
PyPIeasydict1.13indirekt
PyPIemail-validator2.3.0indirekt
PyPIemerging-optimizers0.2.0indirekt
PyPIeverett3.1.0indirekt
PyPIexceptiongroup1.3.1indirekt
PyPIexecnet2.1.2indirekt
PyPIexecuting2.2.1indirekt
PyPIfast-hadamard-transform1.1.0indirekt
PyPIfastapi-cli0.0.32indirekt
PyPIfastapi-cloud-cli0.22.2indirekt
PyPIfastar0.11.0indirekt
PyPIfastsafetensors0.3.3indirekt
PyPIfilelock3.29.0indirekt
PyPIfilelock3.31.2indirekt
PyPIfla-core0.5.1indirekt
PyPIflash-attn2.8.1+cu13torch2.10cxx11abitrueindirekt
PyPIflash-linear-attention0.5.1indirekt
PyPIflashinfer-cubin0.6.11.post1indirekt
PyPIflashinfer-cubin0.6.8.post1indirekt
PyPIflashinfer-jit-cache0.6.11.post1+cu130indirekt
PyPIflashinfer-jit-cache0.6.8.post1+cu130indirekt
PyPIflashoptim0.1.4indirekt
PyPIflask3.1.3indirekt
PyPIflask-cors6.0.5indirekt
PyPIfonttools4.63.0indirekt
PyPIfrozenlist1.8.0indirekt
PyPIfsspec2026.4.0indirekt
PyPIgenson1.4.0indirekt
PyPIgguf0.19.0indirekt
PyPIgitdb4.0.12indirekt
PyPIgitpython3.1.53indirekt
PyPIgoogle-api-core2.30.3indirekt
PyPIgoogle-api-core2.32.0indirekt
PyPIgoogle-auth2.49.2indirekt
PyPIgoogle-auth2.56.0indirekt
PyPIgoogleapis-common-protos1.74.0indirekt
PyPIgoogleapis-common-protos1.75.0indirekt
PyPIgprof2dot2025.4.14indirekt
PyPIgraphene3.4.3indirekt
PyPIgraphql-core3.2.11indirekt
PyPIgraphql-relay3.2.0indirekt
PyPIgreenlet3.5.3indirekt
PyPIgrpcio1.80.0indirekt
PyPIgrpcio1.82.1indirekt
PyPIgrpcio-health-checking1.82.1indirekt
PyPIgrpcio-reflection1.82.1indirekt
PyPIgrpcio-tools1.82.1indirekt
PyPIgunicorn26.0.0indirekt
PyPIh110.16.0indirekt
PyPIh24.3.0indirekt
PyPIhatchling1.31.0indirekt
PyPIhf-xet1.5.2indirekt
PyPIhpack4.2.0indirekt
PyPIhttpcore1.0.9indirekt
PyPIhttptools0.8.0indirekt
PyPIhttpx0.28.1indirekt
PyPIhttpx-sse0.4.3indirekt
PyPIhttpx-ws0.9.0indirekt
PyPIhuey3.2.1indirekt
PyPIhuggingface-hub1.24.0indirekt
PyPIhypercorn0.18.0indirekt
PyPIhyperframe6.1.0indirekt
PyPIidentify2.6.19indirekt
PyPIidna3.13indirekt
PyPIidna3.18indirekt
PyPIijson3.5.1indirekt
PyPIimagesize2.0.0indirekt
PyPIimmutabledict4.3.1indirekt
PyPIimportlib-metadata8.7.1indirekt
PyPIimportlib-metadata9.0.0indirekt
PyPIiniconfig2.3.0indirekt
PyPIinteregular0.3.3indirekt
PyPIipython9.15.0indirekt
PyPIipython-pygments-lexers1.1.1indirekt
PyPIitsdangerous2.2.0indirekt
PyPIjedi0.20.0indirekt
PyPIjinja23.1.6indirekt
PyPIjiter0.16.0indirekt
PyPIjmespath1.1.0indirekt
PyPIjoblib1.5.3indirekt
PyPIjsonpath-ng1.8.0indirekt
PyPIjsonschema-specifications2025.9.1indirekt
PyPIkernels0.12.3indirekt
PyPIkiwisolver1.5.0indirekt
PyPIlatex2sympy2-extended1.11.0indirekt
PyPIlazy-loader0.5indirekt
PyPIlibrt0.13.0indirekt
PyPIllvmlite0.47.0indirekt
PyPIlm-format-enforcer0.11.3indirekt
PyPIloguru0.7.3indirekt
PyPIlxml6.1.1indirekt
PyPImako1.3.12indirekt
PyPImamba-ssm2.2.6.post3indirekt
PyPImarkdown3.10.2indirekt
PyPImarkdown-it-py4.2.0indirekt
PyPImarkupsafe3.0.3indirekt
PyPImatplotlib-inline0.2.2indirekt
PyPImcp1.28.1indirekt
PyPImdit-py-plugins0.6.1indirekt
PyPImdurl0.1.2indirekt
PyPImegatron-bridge0.0.0indirekt
PyPImegatron-fsdp0.5.0indirekt
PyPIml-dtypes0.5.4indirekt
PyPImlflow-skinny3.14.0indirekt
PyPImlflow-tracing3.14.0indirekt
PyPImodel-hosting-container-standards0.1.16indirekt
PyPImodelscope1.38.1indirekt
PyPImodelscope-hub0.1.7indirekt
PyPImsgspec0.21.1indirekt
PyPImultidict6.7.1indirekt
PyPImultiprocess0.70.19indirekt
PyPImypy2.3.0indirekt
PyPImypy-extensions1.1.0indirekt
PyPImyst-parser5.1.0indirekt
PyPInarwhals2.24.0indirekt
PyPInetworkx3.6.1indirekt
PyPInixl-cu121.3.0indirekt
PyPInixl-cu131.3.0indirekt
PyPInodeenv1.10.0indirekt
PyPInrl-k8s—indirekt
PyPInrl-k8s0.1.0indirekt
PyPInumba0.65.0indirekt
PyPInv-grouped-gemm1.1.4.post7indirekt
PyPInvidia-cublas13.5.1.27indirekt
PyPInvidia-cuda-cccl13.3.3.4.1indirekt
PyPInvidia-cuda-cupti13.0.85indirekt
PyPInvidia-cuda-runtime13.0.96indirekt
PyPInvidia-cudnn-frontend1.23.0indirekt
PyPInvidia-cufft12.0.0.61indirekt
PyPInvidia-cufile1.15.1.6indirekt
PyPInvidia-curand10.4.0.35indirekt
PyPInvidia-cusolver12.0.4.66indirekt
PyPInvidia-cusparse12.6.3.3indirekt
PyPInvidia-cusparselt-cu130.8.0indirekt
PyPInvidia-cutlass-dsl-libs-cu134.5.0indirekt
PyPInvidia-cutlass-dsl-libs-cu134.5.1indirekt
PyPInvidia-cutlass-dsl-libs-cu134.5.2indirekt
PyPInvidia-nvjitlink13.0.88indirekt
PyPInvidia-nvtx13.0.85indirekt
PyPInvidia-resiliency-ext0.6.0indirekt
PyPInvidia-sphinx-theme0.0.9.post1indirekt
PyPInvshmem4py-cu130.3.1indirekt
PyPIoauthlib3.3.1indirekt
PyPIobstore0.11.0indirekt
PyPIonnx-ir0.2.1indirekt
PyPIonnxscript0.7.1indirekt
PyPIopencensus0.11.4indirekt
PyPIopencensus-context0.1.3indirekt
PyPIopensandbox0.1.14indirekt
PyPIopentelemetry-api1.41.1indirekt
PyPIopentelemetry-api1.44.0indirekt
PyPIopentelemetry-exporter-otlp1.44.0indirekt
PyPIopentelemetry-exporter-otlp-proto-common1.44.0indirekt
PyPIopentelemetry-exporter-otlp-proto-grpc1.44.0indirekt
PyPIopentelemetry-exporter-otlp-proto-http1.44.0indirekt
PyPIopentelemetry-exporter-prometheus0.62b1indirekt
PyPIopentelemetry-exporter-prometheus0.65b0indirekt
PyPIopentelemetry-instrumentation0.65b0indirekt
PyPIopentelemetry-instrumentation-aiohttp-client0.65b0indirekt
PyPIopentelemetry-proto1.41.1indirekt
PyPIopentelemetry-proto1.44.0indirekt
PyPIopentelemetry-sdk1.41.1indirekt
PyPIopentelemetry-sdk1.44.0indirekt
PyPIopentelemetry-semantic-conventions0.62b1indirekt
PyPIopentelemetry-semantic-conventions0.65b0indirekt
PyPIopentelemetry-semantic-conventions-ai0.5.1indirekt
PyPIopentelemetry-util-http0.65b0indirekt
PyPIorjson3.11.9indirekt
PyPIoutlines1.3.2indirekt
PyPIoutlines-core0.2.14indirekt
PyPIpackaging26.2indirekt
PyPIparso0.8.7indirekt
PyPIpathspec1.1.1indirekt
PyPIpexpect4.9.0indirekt
PyPIplatformdirs4.10.1indirekt
PyPIplatformdirs4.9.6indirekt
PyPIpluggy1.6.0indirekt
PyPIpooch1.9.0indirekt
PyPIpre-commit4.6.0indirekt
PyPIprettytable3.18.0indirekt
PyPIpriority2.0.0indirekt
PyPIprompt-toolkit3.0.52indirekt
PyPIpropcache0.4.1indirekt
PyPIpropcache0.5.2indirekt
PyPIproto-plus1.27.2indirekt
PyPIproto-plus1.28.1indirekt
PyPIprotobuf6.33.6indirekt
PyPIprotobuf7.35.1indirekt
PyPIptyprocess0.7.0indirekt
PyPIpure-eval0.2.3indirekt
PyPIpy-cpuinfo9.0.0indirekt
PyPIpy-spy0.4.2indirekt
PyPIpyarrow24.0.0indirekt
PyPIpyasn10.6.3indirekt
PyPIpyasn10.6.4indirekt
PyPIpyasn1-modules0.4.2indirekt
PyPIpybind113.0.4indirekt
PyPIpycountry26.2.16indirekt
PyPIpycparser3.0indirekt
PyPIpycryptodomex3.23.0indirekt
PyPIpydantic-core2.46.3indirekt
PyPIpydantic-core2.46.4indirekt
PyPIpydantic-extra-types2.11.1indirekt
PyPIpydata-sphinx-theme0.20.0indirekt
PyPIpydot4.0.1indirekt
PyPIpyecharts2.1.0indirekt
PyPIpygments2.20.0indirekt
PyPIpyjwt2.13.0indirekt
PyPIpynvml13.0.1indirekt
PyPIpyparsing3.3.2indirekt
PyPIpyproject-hooks1.2.0indirekt
PyPIpyrefly0.24.2indirekt
PyPIpytest9.0.3indirekt
PyPIpytest9.1.1indirekt
PyPIpytest-asyncio1.4.0indirekt
PyPIpytest-cov7.1.0indirekt
PyPIpytest-mock3.15.1indirekt
PyPIpytest-shard0.1.2indirekt
PyPIpytest-testmon2.2.0indirekt
PyPIpytest-timeout2.4.0indirekt
PyPIpytest-xdist3.8.0indirekt
PyPIpython-box6.1.0indirekt
PyPIpython-dateutil2.9.0.post0indirekt
PyPIpython-discovery1.2.2indirekt
PyPIpython-discovery1.4.4indirekt
PyPIpython-dotenv1.2.2indirekt
PyPIpython-engineio4.13.3indirekt
PyPIpython-json-logger4.1.0indirekt
PyPIpython-socketio5.16.3indirekt
PyPIpytz2026.2indirekt
PyPIpyvers0.2.3indirekt
PyPIquack-kernels0.4.1indirekt
PyPIquart0.20.0indirekt
PyPIqwen-vl-utils0.0.14indirekt
PyPIreferencing0.37.0indirekt
PyPIregex2026.7.19indirekt
PyPIrequests2.33.1indirekt
PyPIrequests2.34.2indirekt
PyPIrequests-mock1.12.1indirekt
PyPIrequests-oauthlib2.0.0indirekt
PyPIrequests-toolbelt1.0.0indirekt
PyPIrich-toolkit0.20.3indirekt
PyPIrignore0.8.0indirekt
PyPIroman-numerals4.1.0indirekt
PyPIrpds-py0.30.0indirekt
PyPIrpds-py2026.6.3indirekt
PyPIruff0.9.9indirekt
PyPIs3transfer0.19.1indirekt
PyPIsafetensors0.8.0indirekt
PyPIscikit-learn1.9.0indirekt
PyPIscipy1.18.0indirekt
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Abhängigkeits-Advisories 12

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 558 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 12 tragen bekannte Advisories, davon 3 direkte. 5 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
vllm0.20.0indirektkritisch230.24.0
msgpack1.1.2direkthoch11.2.1
ray2.55.1direkthoch22.56.0
aiohttp3.13.5indirekthoch223.14.1
cryptography47.0.0indirekthoch148.0.1
flash-attn2.8.1+cu13torch2.10cxx11abitrueindirekthoch2—
gitpython3.1.53indirekthoch43.1.55
pyasn10.6.3indirekthoch50.6.4
urllib32.6.3indirekthoch42.7.0
torch2.11.0+cu130direktmittel12.13.0
diskcache5.6.3indirektmittel2—
idna3.13indirektmittel23.15

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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                "name": "Release recency",
                "detail": "latest release 85 days ago",
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                  {
                    "code": "release_recency",
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              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~50.6 days",
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                  {
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              {
                "key": "openssf_scorecard_signed_releases",
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            ]
          },
          {
            "key": "abandonment",
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            "notes": [],
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              "cap": null,
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                "key": "project_is_still_maintained",
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          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
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        "name": "Community & Adoption",
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        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
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            "notes": [],
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              "forks": 485,
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            "components": [
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                "max_points": 60
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              {
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                ],
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              {
                "key": "watchers",
                "name": "Watchers",
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                    "code": "watchers",
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            ]
          },
          {
            "key": "community_health",
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            "note": null,
            "notes": [],
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              {
                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
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                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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                      "spdx": "Apache-2.0"
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                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
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              {
                "key": "code_of_conduct",
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                "points": 0,
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              {
                "key": "issue_template",
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              {
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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        "metrics": [
          {
            "key": "maintainer_resilience",
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            "note": null,
            "notes": [],
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                "key": "bus_factor",
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              {
                "key": "commit_distribution",
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                "points": 18.6,
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                    "code": "top_contributor_share",
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                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
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                "status": "met",
                "details": [
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                    "code": "contributors_sampled",
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 12 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 1525,
              "open_issues": 468,
              "closed_issues": 525,
              "issue_closed_ratio": 0.529,
              "closed_unmerged_prs": 471
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "53% of issues closed",
                "points": 24.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 53
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1525/1996 decided PRs merged",
                "points": 29.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 1525,
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
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            "inputs": {
              "followers": 1400,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "NVIDIA-NeMo",
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              "account_age_days": 423
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,400 followers of NVIDIA-NeMo",
                "points": 22.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "27 public repos, account ~1 yr old",
                "points": 12.9,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 27
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
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                  }
                ],
                "max_points": 25
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 92,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
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              "has_editorconfig": false,
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              "has_precommit_config": true
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "22 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 22
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                ],
                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
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              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
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              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
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              },
              {
                "key": "editorconfig",
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              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
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            "components": [
              {
                "key": "readme",
                "name": "README",
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              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
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              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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              },
              {
                "key": "repository_description",
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              },
              {
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              },
              {
                "key": "wiki",
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              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "note": null,
            "notes": [],
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              "source": "openssf_scorecard",
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            "components": [
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                "key": "binary_artifacts",
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              {
                "key": "branch_protection",
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              },
              {
                "key": "ci_tests",
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                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "code_review",
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 12 contributing companies or organizations",
                "points": 2.5,
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                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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 8 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "39 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 558 resolved dependencies against OSV; 5 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": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 558
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 5
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 57,
            "inputs": {
              "source": "osv",
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              "affected_packages": 12,
              "assessed_packages": 558,
              "unassessed_packages": 5,
              "affected_by_severity": "critical 1, high 8, moderate 3",
              "direct_affected_packages": 3
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "3 affected: msgpack 1.1.2 (high 7.5), ray 2.55.1 (high 8.8), torch 2.11.0+cu130 (moderate 5.3)",
                "points": 7.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 3,
                      "packages": "msgpack 1.1.2 (high 7.5), ray 2.55.1 (high 8.8), torch 2.11.0+cu130 (moderate 5.3)"
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                  }
                ],
                "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": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 480 days ago",
                "points": 35.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 480
                    }
                  }
                ],
                "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": 558,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
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}

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