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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-28 15:31 UTC

mlco2 / codecarbon

Track emissions from Compute and recommend ways to reduce their impact on the environment.

Python · TypeScriptMIT★ 1.887 Sterne⑂ 307 Forksseit Mai 2020Auf GitHub ansehen ↗

mlco2/codecarbon erreicht einen Gesundheitsindex von 90 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Engineering Quality (100/100) ab, am schwächsten bei AI Readiness (74/100). Zuletzt heute aktualisiert. 4 Mitwirkende tragen den Großteil der jüngsten Arbeit.

90
gesamt / 100
Exzellent

Software-Gesundheitsindex

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

90
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

CodeCarbonOrganisation
100 Follower13 öffentliche Reposseit Aug. 2019

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIcodecarbon3.2.9181.65774vor 8 Tagen

Metriken nach Kategorie

Vitalität

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

99Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
34.6/36Commit-Rhythmus — 50/52 Wochen mit Commits
18/18Commit-Volumen — 564 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year564
human_commit_share0,87
days_since_last_push0
active_weeks_last_year50

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 68 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 8 Tagen
27/27Release-Rhythmus — ein Release etwa alle 25,7 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count68
latest_release_tagv3.2.9
releases_from_tagsnein
days_since_latest_release8
mean_days_between_releases25,7
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

87Exzellent · 18 % des Gesamtindex
Wie die Bewertung erfolgt
53.1/60Stars — 1.887 Stars
20.7/25Forks — 307 Forks
7.8/15Watcher — 26 Watcher
Verwendete Eingangsdaten
forks307
stars1.887
watchers26
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja
Wie die Bewertung erfolgt
70.1/80Downloads pro Monat — 181.657 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagescodecarbon
dependents
ecosystemspypi
total_downloads
monthly_downloads181.657
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?

82Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
43.2/54Bus-Faktor — 4 Beitragende decken die Hälfte aller Commits ab
16.7/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 26 % der Commits
13.5/13.5Breite der Beitragenden — 97 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 14 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor4
contributors_sampled97
top_contributor_share0,259
Wie die Bewertung erfolgt
35.7/46.8Issue-Lösungsquote — 76 % der Issues geschlossen
32.9/38.3PR-Annahme — 652/757 entschiedene PRs gemergt
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Verwendete Eingangsdaten
merged_prs652
open_issues108
closed_issues350
issue_closed_ratio0,764
closed_unmerged_prs105
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
14.4/25Reichweite des Inhabers — 100 Follower von mlco2
20.3/25Kontohistorie — 13 öffentliche Repos, Kontoalter ca. 6 Jahre
Verwendete Eingangsdaten
followers100
owner_typeOrganization
is_verified
owner_loginmlco2
public_repos13
account_age_days2.541

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 8 Tagen
20/20Versionshistorie — 74 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagescodecarbon
ecosystemspypi
any_deprecatednein
min_days_since_publish8

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

100Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 14 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — .eslintrc.json, .flake8
9.6/9.6Pre-Commit-Hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfigja
has_linter_configja
has_precommit_configja

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://docs.codecarbon.io/
10/10Repository-Beschreibung
10/10Topics — 8 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsai-ethics, carbon-emissions, carbon-footprint, co2-emissions, energy-consumption, energy-efficiency, fairness, sustainability
has_wikija
homepagehttps://docs.codecarbon.io/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

82Gut · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 20 out of 20 merged PRs checked by a CI test -- score normalized to 10
0.5/2.5CII-Best-Practices — badge detected: InProgress
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 14 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 22 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7,7
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
25/25Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories0
affected_packages0
assessed_packages38
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:codecarbon@3.2.9 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 38 Paketen. 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.

74Gut · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — .github/copilot-instructions.md, AGENTS.md, CLAUDE.md, GEMINI.md, docs/how-to/agents.md
0/15Maschinenlesbare Doku (llms.txt)
34.3/40Lesbare Commit-Historie — 56 von 87 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,644
agent_instruction_files.github/copilot-instructions.md, AGENTS.md, CLAUDE.md, GEMINI.md, docs/how-to/agents.md
agent_instruction_max_bytes4.115
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — .eslintrc.json, .flake8
11/11Statische Typprüfung — codecarbon/py.typed, webapp/tsconfig.json
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
10/10Belegte Agentenpraxis — 7 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
8/8Automatisierte Wartung — 11 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespackage-lock.json, uv.lock
has_dockerfileja
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_configja
typecheck_configscodecarbon/py.typed, webapp/tsconfig.json
agent_commit_share0,07
toolchain_manifests
dependency_bot_commit_share0,11
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (codecarbon/py.typed, webapp/tsconfig.json)
54.9/55Handhabbare Dateigrößen — 1/405 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes77.721
source_files_sampled405
oversized_source_files1
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

1.887GitHub-Sterne
97Mitwirkende
564Commits, letzte 12 Monate
0Tage seit letztem Push
68Releases
4Bus-Faktor
108offene Issues
npm, PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'carbonserver' from its registry

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 307 ⇿
0Sterne
307Forks
66Releases

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.

012525037530572020-112023-092026-07
Major 3Minor 11Patch 46

Jeder Punkt umfasst 6 Tage.

OpenSSF Scorecard 7.7 / 10
7.7Gesamtwert

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 · 2026-07-28 15:31 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests20 out of 20 merged PRs checked by a CI test -- score normalized to 10
2CII-Best-Practicesbadge detected: InProgress
10Code-Reviewall changesets reviewed
10Contributorsproject has 14 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities22 existing vulnerabilities detected
Direkte Abhängigkeiten 67
RegistryPaketVersionsvorgabeManifest
PyPIalembic<2.0.0carbonserver/pyproject.toml
PyPIauthlib>=1.7.2carbonserver/pyproject.toml
PyPIbcrypt<5.0.0carbonserver/pyproject.toml
PyPIpython-dateutil<3.0.0carbonserver/pyproject.toml
PyPIdependency-injector<5.0.0carbonserver/pyproject.toml
PyPIfastapi<0.140.5,>=0.138.1carbonserver/pyproject.toml
PyPIfastapicarbonserver/pyproject.toml
PyPIhttpx2>=2.0.0carbonserver/pyproject.toml
PyPIpydantic>=2.0.0,<3.0.0carbonserver/pyproject.toml
PyPIpydantic-settings>=2.14.2,<3.0.0carbonserver/pyproject.toml
PyPIpsycopg2-binary<3.0.0carbonserver/pyproject.toml
PyPIrequests<3.0.0carbonserver/pyproject.toml
PyPIsqlalchemy<2.0.0carbonserver/pyproject.toml
PyPIuvicorn<1.0.0carbonserver/pyproject.toml
PyPIfastapi-pagination<1.0.0carbonserver/pyproject.toml
PyPInumpycarbonserver/pyproject.toml
PyPIpsutilcarbonserver/pyproject.toml
PyPIrapidfuzzcarbonserver/pyproject.toml
PyPIPyJWTcarbonserver/pyproject.toml
PyPIfastapi-oidc>=0.0.9carbonserver/pyproject.toml
PyPIauthlib>=1.6.6carbonserver/pyproject.toml
PyPIjoserfc>=1.0.0carbonserver/pyproject.toml
PyPIitsdangerous>=2.2.0carbonserver/pyproject.toml
PyPIarrowpyproject.toml
PyPIauthlib>=1.2.1pyproject.toml
PyPIjoserfc>=1.0.0pyproject.toml
PyPIclickpyproject.toml
PyPIpandas>=2.3.3pyproject.toml
PyPIpandaspyproject.toml
PyPIprometheus_clientpyproject.toml
PyPIpsutil>= 6.0.0pyproject.toml
PyPIpy-cpuinfopyproject.toml
PyPIpydantic>=2.0.0,<3.0.0pyproject.toml
PyPInvidia-ml-pypyproject.toml
PyPIrapidfuzzpyproject.toml
PyPIrequestspyproject.toml
PyPIquestionarypyproject.toml
PyPIrichpyproject.toml
PyPItyperpyproject.toml
PyPIpycountrypyproject.toml
npm@radix-ui/react-dialog^1.1.15webapp/package.json
npm@radix-ui/react-dropdown-menu^2.1.16webapp/package.json
npm@radix-ui/react-label^2.1.8webapp/package.json
npm@radix-ui/react-navigation-menu^1.2.14webapp/package.json
npm@radix-ui/react-popover^1.1.15webapp/package.json
npm@radix-ui/react-select^2.2.6webapp/package.json
npm@radix-ui/react-separator^1.1.8webapp/package.json
npm@radix-ui/react-slot^1.2.4webapp/package.json
npm@radix-ui/react-switch^1.2.6webapp/package.json
npm@radix-ui/react-tabs^1.1.13webapp/package.json
npm@radix-ui/react-tooltip^1.2.8webapp/package.json
npmclass-variance-authority^0.7.1webapp/package.json
npmclsx^2.1.1webapp/package.json
npmcopy-to-clipboard^3.3.3webapp/package.json
npmdate-fns^3.6.0webapp/package.json
npmlucide-react^0.411.0webapp/package.json
npmreact19.1.0webapp/package.json
npmreact-day-picker^9.13.0webapp/package.json
npmreact-dom19.1.0webapp/package.json
npmreact-router-dom^7.17.0webapp/package.json
npmrecharts^2.15.4webapp/package.json
npmsonner^2.0.7webapp/package.json
npmswr^2.3.8webapp/package.json
npmtailwind-merge^2.6.1webapp/package.json
npmtailwindcss^4.3.1webapp/package.json
npmtailwindcss-animate^1.0.7webapp/package.json
npmzod^3.25.76webapp/package.json
Alle Abhängigkeiten 616

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 77 direkte und 539 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
npm@radix-ui/react-dialog1.1.15direkt
npm@radix-ui/react-dropdown-menu2.1.16direkt
npm@radix-ui/react-label2.1.8direkt
npm@radix-ui/react-navigation-menu1.2.14direkt
npm@radix-ui/react-popover1.1.15direkt
npm@radix-ui/react-select2.2.6direkt
npm@radix-ui/react-separator1.1.8direkt
npm@radix-ui/react-slot1.2.3direkt
npm@radix-ui/react-slot1.2.4direkt
npm@radix-ui/react-switch1.2.6direkt
npm@radix-ui/react-tabs1.1.13direkt
npm@radix-ui/react-tooltip1.2.8direkt
npmclass-variance-authority0.7.1direkt
npmclsx2.1.1direkt
npmcopy-to-clipboard3.3.3direkt
npmdate-fns3.6.0direkt
npmdate-fns4.1.0direkt
npmlucide-react0.411.0direkt
npmreact19.1.0direkt
npmreact-day-picker9.13.0direkt
npmreact-dom19.1.0direkt
npmreact-router-dom7.17.0direkt
npmrecharts2.15.4direkt
npmsonner2.0.7direkt
npmswr2.4.0direkt
npmtailwind-merge2.6.1direkt
npmtailwindcss4.3.1direkt
npmtailwindcss-animate1.0.7direkt
npmzod3.25.76direkt
PyPIalembic1.17.2direkt
PyPIalembic1.18.4direkt
PyPIarrow1.4.0direkt
PyPIauthlib1.7.2direkt
PyPIbcrypt4.3.0direkt
PyPIclick8.3.1direkt
PyPIclick8.4.1direkt
PyPIdependency-injector4.48.2direkt
PyPIdependency-injector4.49.0direkt
PyPIfastapi0.138.1direkt
PyPIfastapi0.140.4direkt
PyPIfastapi-oidc0.0.11direkt
PyPIfastapi-oidc0.0.9direkt
PyPIfastapi-pagination0.15.0direkt
PyPIfastapi-pagination0.15.14direkt
PyPIhttpx22.9.1direkt
PyPIitsdangerous2.2.0direkt
PyPIjoserfc1.7.0direkt
PyPInumpy2.2.6direkt
PyPInumpy2.4.2direkt
PyPInumpy2.4.6direkt
PyPInvidia-ml-py13.610.43direkt
PyPIpandas2.3.3direkt
PyPIpandas3.0.3direkt
PyPIprometheus-client0.25.0direkt
PyPIpsutil6.1.1direkt
PyPIpsutil7.2.2direkt
PyPIpsycopg2-binary2.9.11direkt
PyPIpsycopg2-binary2.9.12direkt
PyPIpy-cpuinfo9.0.0direkt
PyPIpycountry26.2.16direkt
PyPIpydantic2.12.5direkt
PyPIpydantic2.13.4direkt
PyPIpydantic-settings2.14.2direkt
PyPIpyjwt2.13.0direkt
PyPIpython-dateutil2.9.0.post0direkt
PyPIquestionary2.1.1direkt
PyPIrapidfuzz3.14.3direkt
PyPIrapidfuzz3.14.5direkt
PyPIrequests2.33.1direkt
PyPIrequests2.34.2direkt
PyPIrich14.2.0direkt
PyPIrich15.0.0direkt
PyPIsqlalchemy1.4.54direkt
PyPItyper0.20.0direkt
PyPItyper0.26.7direkt
PyPIuvicorn0.38.0direkt
PyPIuvicorn0.49.0direkt
npm@adobe/css-tools4.5.0indirekt
npm@alloc/quick-lru5.2.0indirekt
npm@asamuzakjp/css-color3.2.0indirekt
npm@babel/code-frame7.29.0indirekt
npm@babel/helper-validator-identifier7.28.5indirekt
npm@babel/runtime7.28.6indirekt
npm@csstools/color-helpers5.1.0indirekt
npm@csstools/css-calc2.1.4indirekt
npm@csstools/css-color-parser3.1.0indirekt
npm@csstools/css-parser-algorithms3.0.5indirekt
npm@csstools/css-tokenizer3.0.4indirekt
npm@date-fns/tz1.4.1indirekt
npm@emnapi/core1.10.0indirekt
npm@emnapi/runtime1.10.0indirekt
npm@emnapi/wasi-threads1.2.1indirekt
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PyPItermcolor3.3.0indirekt
PyPIthreadpoolctl3.6.0indirekt
PyPItoml0.10.2indirekt
PyPItomli2.4.1indirekt
PyPItorchindirekt
PyPItorchvisionindirekt
PyPItruststore0.10.4indirekt
PyPItyping-extensions4.15.0indirekt
PyPItyping-inspection0.4.2indirekt
PyPItzdata2026.2indirekt
PyPIurllib32.7.0indirekt
PyPIuvloop0.22.1indirekt
PyPIverspec0.1.0indirekt
PyPIvirtualenv21.4.2indirekt
PyPIwatchdog6.0.0indirekt
PyPIwatchfiles1.1.1indirekt
PyPIwatchfiles1.2.0indirekt
PyPIwcwidth0.8.0indirekt
PyPIwebsockets15.0.1indirekt
PyPIwebsockets16.0indirekt
PyPIwerkzeug3.1.8indirekt
PyPIwrapt2.2.1indirekt
PyPIzensical0.0.44indirekt
PyPIzipp4.1.0indirekt
Abhängigkeits-Advisories 0

Die Installation von pypi:codecarbon@3.2.9 zieht 38 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

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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          "headline": "Merge pull request #1264 from vishali-mp/perf/issue-gpu-heavyweight-c…",
          "author_name": "Benoît Courty",
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          "body": "Covers all guard conditions in the monitoring loop:\n- gpu_index is None → entry skipped\n- gpu_index not in monitored set → entry skipped\n- gpu_utilization key missing → entry skipped\n- empty list from get_gpu_utilization_list() → nothing collected",
          "is_bot": false,
          "headline": "test(gpu): add edge case tests for _monitor_power lightweight path",
          "author_name": "Vishali M P",
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          "body": "_get_gpu_details makes 8 NVML calls per GPU (memory, temperature, power,\nenergy, utilization, compute mode, compute processes, graphics processes)\nbut _monitor_power only consumes gpu_index and gpu_utilization.\n\nAdd get_gpu_utilization_lightweight() which makes 1 NVML call per GPU\n(nvmlDeviceGetUtil\n[…]\ning cycle from 8 to 1 per GPU — on an\n8-GPU system that's 56 fewer NVML calls per second (64 → 8).\n\nget_gpu_details() is preserved unchanged for measure_power_and_energy\nwhere power_usage is consumed.",
          "is_bot": false,
          "headline": "perf(gpu): skip heavyweight NVML calls in _monitor_power hot path",
          "author_name": "Vishali M P",
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          "body": "…254)\n\n* perf: cache hardware detection and optimize warm-path reuse\n\nAdd process-level hardware setup cache, probe result caching, platform-aware\nCPU backend selection, and parallel CPU/GPU setup for faster repeat runs.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n* test: eagerly reset probe m\n[…]\nto wrapped user commands.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\n\n---------\n\nCo-authored-by: Cursor <cursoragent@cursor.com>\nCo-authored-by: inimaz <49730431+inimaz@users.noreply.github.com>",
          "is_bot": false,
          "headline": "perf: speed up CLI monitor startup and fix wrapped commands (4/4) (#1…",
          "author_name": "David Berenstein",
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          "author_login": "davidberenstein1957",
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          "is_bot": false,
          "headline": "perf: cache hardware detection and optimize warm-path reuse (2/4) (#1…",
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          "headline": "fix: requirements-api.txt tested in ci (#1258)",
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          "headline": "perf(file): read only header row instead of entire CSV in has_valid_h…",
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          "headline": "Merge pull request #1227 from mlco2/release/3.2.8",
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          "headline": "Merge pull request #1154 from mlco2/docs/boamps",
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          "headline": "Merge pull request #1156 from mlco2/feat/intel_npu_support",
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          "headline": "NUMBER_OF_IMAGES",
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          "headline": "NPU example works",
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          "headline": "wip NPU use",
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          "headline": "fix: set back app alias (with clever nodejs legacy app removed) (#1228)",
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          "body": "* fix(front): add public project encryption key & ci update\n\n* fix: add skeletons to show loading phase for scatter charts & time series charts\n\n* fix: fix front end CD\n\n* fix: update mocks for tests",
          "is_bot": false,
          "headline": "fix(front): fix dashboard public sharing and front ci (#1212)",
          "author_name": "Amine Saboni",
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          "headline": "Merge pull request #1226 from mlco2/fix/pydantic-version-package",
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          "body": "* bump deps\n\n* Remove Fief\n\n---------\n\nCo-authored-by: benoit-cty <anne@onyme.fr>",
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          "headline": "Fix API deployment (#1222)",
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          "headline": "feat: first version of telemetry (#1171)",
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          "body": "Fix: Look up failure for nordic regions using online emissions tracker",
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          "headline": "Merge pull request #1224 from kbarkhad/issue_swedish_region",
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          "headline": "Merge pull request #1219 from vishali-mp/perf/issue-2-list-map-to-for…",
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          "body": "list(map(lambda rapl_file: rapl_file.delta(duration), self._rapl_files))\nwas allocating a disposable List[None] purely for side effects. A plain\nfor loop avoids the allocation and is more idiomatic.",
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          "headline": "perf(cpu): replace list(map(...)) with for loop in get_cpu_details",
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          "headline": "Merge pull request #1199 from MatthewJamisonJS/fix/joserfc-migration-…",
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          "headline": "test: cover joserfc migration paths (#1197)",
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          "headline": "Merge pull request #1217 from mlco2/dependabot/pip/pip-884d536faf",
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          "is_bot": false,
          "headline": "Merge pull request #1211 from mlco2/fix/#1210_psutil_mac",
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          "is_bot": false,
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          "body": "* feat(front): migrate next app to react\n* feat(api): add pre ping to activate sql connexion\n\n* fix: change caddy configuration\n\n* fix: add tests, mocks, lint\n\n* fix: experiment id parsing, add components tests\n\n* fix: fix pnpm version\n\n* fix: add mock service\n\n* fix: fix build folfder\n\n* fix: remove pnpm",
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          "headline": "front end migration to pur react (#1076)",
          "author_name": "Amine Saboni",
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          "headline": "Merge pull request #1207 from puneetdixit200/tests/schema-compatibility",
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          "author_name": "Puneet Dixit",
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          "body": "fix(cli): use OfflineEmissionsTracker for offline monitor runs",
          "is_bot": false,
          "headline": "Merge pull request #1202 from mlco2/fix/monitor-offline-tracker",
          "author_name": "Benoît Courty",
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          "body": "Pass an explicit offline flag from monitor to run_and_monitor so tracker\nselection matches the non-delegate path instead of inferring from kwargs.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(cli): use OfflineEmissionsTracker for offline monitor runs",
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          "is_bot": false,
          "headline": "Merge pull request #1201 from mlco2/fix/amdsmi-import-keyerror-macos",
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          "is_bot": true,
          "headline": "test: add coverage for OSError/KeyError/AttributeError amdsmi import …",
          "author_name": "copilot-swe-agent[bot]",
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          "is_bot": false,
          "headline": "fix(gpu_amd): only extend amdsmi import except types",
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          "headline": "fix: handle amdsmi load failures when libamd_smi is missing",
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          "headline": "Merge pull request #1205 from mlco2/dependabot/uv/uv-5bbef279d1",
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          "body": "Bumps the uv group with 1 update in the / directory: [idna](https://github.com/kjd/idna).\nBumps the uv group with 1 update in the /carbonserver directory: [idna](https://github.com/kjd/idna).\nBumps the uv group with 1 update in the /requirements directory: [idna](https://github.com/kjd/idna).\n\n\nUpda\n[…]\nndirect\n  dependency-group: uv\n- dependency-name: idna\n  dependency-version: '3.15'\n  dependency-type: direct:production\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "How to test the release (#1198)",
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          "headline": "Merge pull request #1196 from mlco2/dependabot/uv/uv-d3bbf5c658",
          "author_name": "Benoît Courty",
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          "body": "Bumps the uv group with 1 update in the / directory: [authlib](https://github.com/authlib/authlib).\n\n\nUpdates `authlib` from 1.6.11 to 1.6.12\n- [Release notes](https://github.com/authlib/authlib/releases)\n- [Changelog](https://github.com/authlib/authlib/blob/1.6.12/docs/changelog.rst)\n- [Commits](ht\n[…]\n\n\n---\nupdated-dependencies:\n- dependency-name: authlib\n  dependency-version: 1.6.12\n  dependency-type: direct:production\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "build(deps): bump authlib in the uv group across 1 directory",
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          "headline": "Fix links",
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          "body": "Allow custom carbon intensity configuration",
          "is_bot": false,
          "headline": "Merge pull request #863 from mlco2/feat/custom-carbon-intensity",
          "author_name": "Benoît Courty",
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          "headline": "Change log level",
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          "headline": "uncovered validation branches and the offline decorator forwarding path.",
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          "headline": "Updated Emissions, EmissionsTracker, OfflineEmissionsTracker, and @tr…",
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          "body": "This commit introduces a new configuration option, `custom_carbon_intensity_g_co2e_kwh`,\nallowing you to specify a direct carbon intensity value (in gCO2e/kWh) for your\nenergy consumption.\n\nWhen this value is provided (either via the `.codecarbon.config` file or the\n`CODECARBON_CUSTOM_CARBON_INTENSI\n[…]\nThis feature provides you with greater flexibility and accuracy in\nreporting emissions, especially for on-premise setups with specific energy\nmixes or when default data sources are not representative.",
          "is_bot": true,
          "headline": "feat: Allow custom carbon intensity configuration",
          "author_name": "google-labs-jules[bot]",
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          "headline": "Merge pull request #1187 from mlco2/dependabot/uv/uv-dc55c15f20",
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          "oid": "060afaae293ed9c9d17cdbd2b74200a3ed281584",
          "body": "Bumps the uv group with 1 update in the / directory: [urllib3](https://github.com/urllib3/urllib3).\nBumps the uv group with 1 update in the /carbonserver directory: [urllib3](https://github.com/urllib3/urllib3).\nBumps the uv group with 1 update in the /requirements directory: [urllib3](https://githu\n[…]\nirect\n  dependency-group: uv\n- dependency-name: urllib3\n  dependency-version: 2.7.0\n  dependency-type: direct:production\n  dependency-group: uv\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "author_name": "Benoît Courty",
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          "is_bot": true,
          "headline": "build(deps): bump the pip group across 2 directories with 1 update",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "76% of issues closed",
                "points": 35.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 76
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "652/757 decided PRs merged",
                "points": 32.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 652,
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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
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "followers": 100,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "mlco2",
              "public_repos": 13,
              "account_age_days": 2541
            },
            "components": [
              {
                "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": "100 followers of mlco2",
                "points": 14.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 100,
                      "login": "mlco2"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "13 public repos, account ~6 yr old",
                "points": 20.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
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                      "count": 13
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
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                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
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            "inputs": {
              "packages": [
                "codecarbon"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 8
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
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                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
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                "detail": "latest publish 8 days ago",
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                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
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                "detail": "74 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                      "count": 74
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
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                ],
                "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": 100,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
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              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "14 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 14
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                ],
                "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": ".eslintrc.json, .flake8",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                      "files": ".eslintrc.json, .flake8"
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                  }
                ],
                "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": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "20 out of 20 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai-ethics",
                "carbon-emissions",
                "carbon-footprint",
                "co2-emissions",
                "energy-consumption",
                "energy-efficiency",
                "fairness",
                "sustainability"
              ],
              "has_wiki": true,
              "homepage": "https://docs.codecarbon.io/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
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                "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.codecarbon.io/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
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                      "count": 8
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 82,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 77,
            "inputs": {
              "source": "openssf_scorecard",
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              "scorecard_aggregate": 7.7
            },
            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "20 out of 20 merged PRs checked by a CI test -- score normalized to 10",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "badge detected: InProgress",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 14 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 6 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 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "22 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:codecarbon@3.2.9 runtime dependency closure — what installing the published package pulls in — 38 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:codecarbon@3.2.9",
                  "assessed": 38
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
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              "affected_packages": 0,
              "assessed_packages": 38,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
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                    "code": "no_direct_advisories",
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                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
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                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "advisories_no_publication_date",
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                ],
                "max_points": 40
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            ]
          },
          {
            "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": 38,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
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                "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": [
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                    "code": "no_malicious_dependencies",
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                ],
                "max_points": 100
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            ]
          },
          {
            "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",
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
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              "policy_countries": [
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              "review_only_matches": 0,
              "assessed_self_published_locations": 3
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            "components": [
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                "key": "policy_exposure_multiplier",
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                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
                    "params": {}
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 74,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
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            "note": null,
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            "inputs": {
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              "legible_history_share": 0.644,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 4115
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                ],
                "max_points": 45
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              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "legible_commit_history",
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                "status": "partial",
                "details": [
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
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            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
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            "inputs": {
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              "agent_commit_share": 0.07,
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              "dependency_bot_commit_share": 0.11
            },
            "components": [
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                "key": "one_command_bootstrap",
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              },
              {
                "key": "automated_tests",
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                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
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                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "codecarbon/py.typed, webapp/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "7 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
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        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
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  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'carbonserver' from its registry"
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}

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

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.