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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-28 14:38 UTC

smarie / python-pytest-cases

Separate test code from test cases in pytest.

PythonBSD-3-Clause★ 376 Sterne⑂ 41 Forksseit Juni 2018Auf GitHub ansehen ↗

smarie/python-pytest-cases erreicht einen Gesundheitsindex von 60 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (81/100) ab, am schwächsten bei Vitality (44/100). Zuletzt vor 147 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

60
gesamt / 100
Mittel

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.

60
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

Sylvain MariéPersönliches Konto
135 Follower90 öffentliche Reposseit Jan. 2013Schneider Electric

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIpytest-cases3.10.1908.070124vor 147 Tagenpytesttestcasetestcasetest-casedecoratorparametrizeparameterdatadatasetfileseparateconcernslazyfixtureunion

Metriken nach Kategorie

Vitalität

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

44Gefährdet · 22 % des Gesamtindex
Wie die Bewertung erfolgt
9.9/36Push-Aktualität — letzter Push vor 147 Tagen
1.4/36Commit-Rhythmus — 2/52 Wochen mit Commits
7.6/18Commit-Volumen — 6 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0
Verwendete Eingangsdaten
commits_last_year6
human_commit_share1
days_since_last_push147
active_weeks_last_year2
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
27/36Release-Aktualität — letztes Release vor 147 Tagen
19.8/27Release-Rhythmus — ein Release etwa alle 93,7 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count100
latest_release_tag3.10.1
releases_from_tagsnein
days_since_latest_release147
mean_days_between_releases93,7
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?

65Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
41.8/60Stars — 376 Stars
13.4/25Forks — 41 Forks
2.7/15Watcher — 4 Watcher
Verwendete Eingangsdaten
forks41
stars376
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (BSD-3-Clause)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein
Wie die Bewertung erfolgt
79.4/80Downloads pro Monat — 908.070 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagespytest-cases
dependents
ecosystemspypi
total_downloads
monthly_downloads908.070
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?

64Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
5.9/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 74 % der Commits
13.5/13.5Breite der Beitragenden — 20 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled20
top_contributor_share0,736
Wie die Bewertung erfolgt
38.4/46.8Issue-Lösungsquote — 82 % der Issues geschlossen
27.9/38.3PR-Annahme — 62/85 entschiedene PRs gemergt
1.5/15OpenSSF Scorecard: Code-Review — Found 3/30 approved changesets -- score normalized to 1
Verwendete Eingangsdaten
merged_prs62
open_issues52
closed_issues239
issue_closed_ratio0,821
closed_unmerged_prs23
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
15.3/25Reichweite des Inhabers — 135 Follower von smarie
25/25Kontohistorie — 90 öffentliche Repos, Kontoalter ca. 13 Jahre
Verwendete Eingangsdaten
followers135
owner_typeUser
is_verified
owner_loginsmarie
public_repos90
account_age_days4.946
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 147 Tagen
20/20Versionshistorie — 124 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagespytest-cases
ecosystemspypi
any_deprecatednein
min_days_since_publish147

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

81Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 3 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — .pylintrc
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
4/20OpenSSF Scorecard: CI-Tests — 3 out of 11 merged PRs checked by a CI test -- score normalized to 2
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_confignein

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://smarie.github.io/python-pytest-cases/
10/10Repository-Beschreibung
10/10Topics — 13 Topics
10/10Wiki
Verwendete Eingangsdaten
topicspytest, test, case, testcase, test-case, decorator, parametrize, parameter, data, dataset, file, separate, concerns
has_wikija
homepagehttps://smarie.github.io/python-pytest-cases/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

47Gefährdet · 16 % des Gesamtindex

Sicherheitslage

34Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0.5/2.5CI-Tests — 3 out of 11 merged PRs checked by a CI test -- score normalized to 2
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 3/30 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 4 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
0/7.5Maintained — 0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0
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
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3,4
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): 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_packages7
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:pytest-cases@3.10.1 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 7 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.

51Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
20.8/40Lesbare Commit-Historie — 39 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,39
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — noxfile.py
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — .pylintrc
11/11Statische Typprüfung — src/pytest_cases/py.typed
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
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
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_filesnoxfile.py
has_devcontainernein
has_linter_configja
typecheck_configssrc/pytest_cases/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (src/pytest_cases/py.typed)
54.2/55Handhabbare Dateigrößen — 3/215 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes72.561
source_files_sampled215
oversized_source_files3

Eckdaten

376GitHub-Sterne
20Mitwirkende
6Commits, letzte 12 Monate
147Tage seit letztem Push
100Releases
1Bus-Faktor
52offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 41 ⇿
0Sterne
41Forks
98Releases

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.

010203040504122019-032022-112026-07
Major 2Minor 28Patch 68

Jeder Punkt umfasst 7 Tage.

OpenSSF Scorecard 3.4 / 10
3.4Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-28 14:38 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
2CI-Tests3 out of 11 merged PRs checked by a CI test -- score normalized to 2
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 3/30 approved changesets -- score normalized to 1
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0
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
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
Direkte Abhängigkeiten 4
RegistryPaketVersionsvorgabeManifest
PyPIdecopatchsetup.cfg
PyPImakefun>=1.15.1setup.cfg
PyPIpackagingsetup.cfg
PyPIpytestsetup.cfg
Alle Abhängigkeiten 21

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 0 direkte und 21 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIflake8indirekt
PyPIflake8-banditindirekt
PyPIflake8-bugbearindirekt
PyPIflake8-copyright0.2.2indirekt
PyPIflake8-docstringsindirekt
PyPIflake8-htmlindirekt
PyPIflake8-printindirekt
PyPIflake8-tidy-importsindirekt
PyPIgenbadgeindirekt
PyPIkeyringindirekt
PyPImccabeindirekt
PyPInamingindirekt
PyPInoxindirekt
PyPIpbrindirekt
PyPIpycodestyleindirekt
PyPIpydocstyleindirekt
PyPIpyflakesindirekt
PyPIsetuptoolsindirekt
PyPIsetuptools-scmindirekt
PyPItomlindirekt
PyPIvirtualenvindirekt
Abhängigkeits-Advisories 0

Die Installation von pypi:pytest-cases@3.10.1 zieht 7 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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          "published_at": "2024-03-16T01:22:50Z"
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        {
          "tag": "3.8.3",
          "kind": "patch",
          "published_at": "2024-03-08T21:24:53Z"
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          "tag": "3.8.2",
          "kind": "patch",
          "published_at": "2024-01-12T10:35:19Z"
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        {
          "tag": "3.8.1",
          "kind": "patch",
          "published_at": "2023-11-10T12:31:50Z"
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          "tag": "3.8.0",
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          "published_at": "2023-10-11T13:27:24Z"
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        {
          "tag": "3.7.0",
          "kind": "minor",
          "published_at": "2023-10-10T21:07:09Z"
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        {
          "tag": "3.6.14",
          "kind": "patch",
          "published_at": "2023-02-23T13:18:17Z"
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        {
          "tag": "3.6.13",
          "kind": "patch",
          "published_at": "2022-05-20T16:14:17Z"
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        {
          "tag": "3.6.12",
          "kind": "patch",
          "published_at": "2022-05-12T09:48:31Z"
        },
        {
          "tag": "3.6.11",
          "kind": "patch",
          "published_at": "2022-03-21T16:10:29Z"
        },
        {
          "tag": "3.6.10",
          "kind": "patch",
          "published_at": "2022-03-14T09:40:09Z"
        },
        {
          "tag": "3.6.9",
          "kind": "patch",
          "published_at": "2022-02-08T17:37:30Z"
        },
        {
          "tag": "3.6.8",
          "kind": "patch",
          "published_at": "2022-01-07T15:03:19Z"
        },
        {
          "tag": "3.6.7",
          "kind": "patch",
          "published_at": "2022-01-03T09:06:41Z"
        },
        {
          "tag": "3.6.5",
          "kind": "patch",
          "published_at": "2021-11-08T14:26:18Z"
        },
        {
          "tag": "3.6.4",
          "kind": "patch",
          "published_at": "2021-09-17T13:47:07Z"
        },
        {
          "tag": "3.6.3",
          "kind": "patch",
          "published_at": "2021-07-08T14:25:27Z"
        },
        {
          "tag": "3.6.2",
          "kind": "patch",
          "published_at": "2021-06-29T09:21:17Z"
        },
        {
          "tag": "3.6.1",
          "kind": "patch",
          "published_at": "2021-06-03T15:35:36Z"
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        {
          "tag": "3.6.0",
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          "published_at": "2021-05-31T19:38:24Z"
        },
        {
          "tag": "3.5.2",
          "kind": "patch",
          "published_at": "2021-05-21T13:07:19Z"
        },
        {
          "tag": "3.5.1",
          "kind": "patch",
          "published_at": "2021-05-18T13:41:20Z"
        },
        {
          "tag": "3.5.0",
          "kind": "minor",
          "published_at": "2021-05-07T09:52:23Z"
        },
        {
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          "published_at": "2021-04-12T10:05:16Z"
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        {
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          "kind": "patch",
          "published_at": "2021-04-07T09:17:10Z"
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        {
          "tag": "3.4.3",
          "kind": "patch",
          "published_at": "2021-03-31T13:55:45Z"
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        "metrics": [
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            "note": null,
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              {
                "key": "forks",
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              {
                "key": "watchers",
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                "detail": "4 watchers",
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                "details": [
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                "max_points": 15
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          },
          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
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            "components": [
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                "key": "readme",
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                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
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                "key": "license",
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                "detail": "recognized license (BSD-3-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  },
                  {
                    "code": "license_spdx",
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                "status": "missed",
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                "name": "Code of conduct",
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                "points": 0,
                "status": "missed",
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                "key": "pr_template",
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                "max_points": 6.3
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            "notes": [
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                "code": "excluded_no_data",
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                  "components": [
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              {
                "code": "weights_renormalized",
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            "value": 99,
            "inputs": {
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 908070
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            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
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                "points": 79.4,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
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                  }
                ],
                "max_points": 80
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              {
                "key": "registry_dependents",
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                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 64,
        "weight": 0.24,
        "metrics": [
          {
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "bus_factor",
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                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 74% of commits",
                "points": 5.9,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "20 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 20
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "merged_prs": 62,
              "open_issues": 52,
              "closed_issues": 239,
              "issue_closed_ratio": 0.821,
              "closed_unmerged_prs": 23
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "82% of issues closed",
                "points": 38.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 82
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "62/85 decided PRs merged",
                "points": 27.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 3/30 approved changesets -- score normalized to 1",
                "points": 1.5,
                "status": "partial",
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          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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            "value": 63,
            "inputs": {
              "followers": 135,
              "owner_type": "User",
              "is_verified": null,
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              "account_age_days": 4946
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
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                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_applicable_to_user_accounts",
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                ],
                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "135 followers of smarie",
                "points": 15.3,
                "status": "partial",
                "details": [
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                    "code": "owner_followers",
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                      "count": 135,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "90 public repos, account ~13 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
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                  },
                  {
                    "code": "account_age_years",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
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            "inputs": {
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              "ecosystems": "pypi",
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              "min_days_since_publish": 147
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            "components": [
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                "key": "published_resolvable",
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                "detail": "1 package(s) on pypi",
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                "details": [
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                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
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                "status": "met",
                "details": [
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                "max_points": 35
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                "key": "version_history",
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                "detail": "124 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                  }
                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
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                "details": [
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                "max_points": 20
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "metrics": [
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            "key": "engineering_practices",
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            "inputs": {
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            "components": [
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                "key": "ci_workflows",
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                "points": 24,
                "status": "met",
                "details": [
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                    "code": "ci_workflows",
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                "max_points": 24
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              {
                "key": "linter_config",
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                "status": "met",
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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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            "notes": [],
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            "inputs": {
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                "key": "readme",
                "name": "README",
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              },
              {
                "key": "documentation_directory",
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                "points": 25,
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              {
                "key": "wiki",
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        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
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            "inputs": {
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                "points": 0,
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              {
                "key": "code_review",
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              {
                "key": "contributors",
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                "detail": "project has 4 contributing companies or organizations",
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              {
                "key": "dangerous_workflow",
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                "points": 10,
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                "details": [],
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              },
              {
                "key": "dependency_update_tool",
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                "details": [],
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "points": 0,
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                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
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                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "packaging",
                "name": "Packaging",
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                "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": [],
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              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
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            ]
          },
          {
            "key": "dependency_advisories",
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