Öffentliches Register
Software-GesundheitsberichtSchema 0.16.0 · Metriken 1.13.0 · 2026-07-20 19:15 UTC

PFund-Software-Ltd / pfeed

Data Engine for AI/Algo Trading: Download/Stream -> Clean -> Store. Supports Data Lakehouse Architecture. Clean Once and Forget.

PythonApache-2.0★ 35 Sterne⑂ 9 Forksseit Jan. 2024Auf GitHub ansehen ↗
#algo-trading#backtesting#data-pipeline#historical-data#pandas#data-storage#polars#data-lakehouse#delta-lake#streaming

PFund-Software-Ltd/pfeed erreicht einen Gesundheitsindex von 61 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (86/100) ab, am schwächsten bei Community & Adoption (43/100). Zuletzt vor 4 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

61
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.

61
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

PFundOrganisation
13 Follower13 öffentliche Reposseit März 2023

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIpfeed0.0.181.06435vor 4 Tagentradingalgo-tradingdata-pipelineetldata-lakedata-warehousedata-integrationhistorical-datalive-datadata-streamingdata-engineering

Metriken nach Kategorie

Vitalität

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

86Exzellent · 22 % des Gesamtindex

Entwicklungsaktivität

83Gut
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 4 Tagen
19.4/36Commit-Rhythmus — 28/52 Wochen mit Commits
18/18Commit-Volumen — 226 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year226
human_commit_share—
days_since_last_push4
active_weeks_last_year28

Release-Disziplin

90Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 13 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 4 Tagen
27/27Release-Rhythmus — ein Release etwa alle 5,7 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count13
latest_release_tagv0.0.18
releases_from_tagsnein
days_since_latest_release4
mean_days_between_releases5,7

Community & Verbreitung

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

43Gefährdet · 18 % des Gesamtindex

Popularität & Verbreitung

32Gefährdet
Wie die Bewertung erfolgt
24.8/60Stars — 35 Stars
7.5/25Forks — 9 Forks
0/15Watcher — 1 Watcher
Verwendete Eingangsdaten
forks9
stars35
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community-Gesundheit

50Mittel
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
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

Ökosystem-Verbreitung (Downloads)

50Mittel
Wie die Bewertung erfolgt
40.4/80Downloads pro Monat — 1.064 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagespfeed
dependents—
ecosystemspypi
total_downloads—
monthly_downloads1.064
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?

50Mittel · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

15Kritisch
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0.1/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
2.7/13.5Breite der Beitragenden — 2 Beitragende
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Verwendete Eingangsdaten
bus_factor1
contributors_sampled2
top_contributor_share0,996

Reaktionsfähigkeit bei Issues & PRs

48Gefährdet
Wie die Bewertung erfolgt
0/46.8Issue-Lösungsquote — keine Issues oder keine Daten
25.5/38.3PR-Annahme — 2/3 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/28 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs2
open_issues0
closed_issues0
issue_closed_ratio—
closed_unmerged_prs1
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Issue-Lösungsquote. Die verbleibenden Gewichte wurden renormalisiert.

Eigentümerschaft & Trägerschaft

53Mittel
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
8.2/25Reichweite des Inhabers — 13 Follower von PFund-Software-Ltd
15/25Kontohistorie — 13 öffentliche Repos, Kontoalter ca. 3 Jahre
Verwendete Eingangsdaten
followers13
owner_typeOrganization
is_verified—
owner_loginPFund-Software-Ltd
public_repos13
account_age_days1.207

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 4 Tagen
20/20Versionshistorie — 35 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagespfeed
ecosystemspypi
any_deprecatednein
min_days_since_publish4

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

74Gut · 20 % des Gesamtindex

Engineering-Praktiken

80Gut
Wie die Bewertung erfolgt
24/24CI-Workflows — 3 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — eslint.config.js, ruff.toml
9.6/9.6Pre-Commit-Hooks
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfigja
has_linter_configja
has_precommit_configja

Dokumentation

65Mittel
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://pfeed.pfund.ai
10/10Repository-Beschreibung
10/10Topics — 10 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsalgo-trading, backtesting, data-pipeline, historical-data, pandas, data-storage, polars, data-lakehouse, delta-lake, streaming
has_wikinein
homepagehttps://pfeed.pfund.ai
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

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

49Gefährdet · 16 % des Gesamtindex

Sicherheitslage

36Gefährdet
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
0/2.5CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/28 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
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 — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 72 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging. Die verbleibenden Gewichte wurden renormalisiert.

Abhängigkeits-Advisories

100Exzellent
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories118
affected_packages29
assessed_packages566
unassessed_packages3
affected_by_severitycritical 4, high 13, moderate 8, low 4
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 566 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 3 konnten nicht bewertet werden — keine aufgelöste Version, ein nicht unterstütztes Ökosystem oder außerhalb der ausgewiesenen Paketliste. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

53Mittel · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

1Kritisch
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share—
agent_instruction_files—
agent_instruction_max_bytes—
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.

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

86Exzellent
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — afterpython/justfile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — eslint.config.js, ruff.toml
11/11Statische Typprüfung — afterpython/_website/tsconfig.json, src/pfeed/py.typed
10/10Reproduzierbare Umgebung — lockfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespnpm-lock.yaml, uv.lock
has_dockerfilenein
typed_languagenein
bootstrap_filesafterpython/justfile
has_devcontainernein
has_linter_configja
typecheck_configsafterpython/_website/tsconfig.json, src/pfeed/py.typed
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.

AI-Code-Lesbarkeit für Modelle

82Gut
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (afterpython/_website/tsconfig.json, src/pfeed/py.typed)
55/55Handhabbare Dateigrößen — 0/225 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes42.253
source_files_sampled225
oversized_source_files0

Maschinenlesbare AI-Schnittstellen

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

Eckdaten

35GitHub-Sterne
2Mitwirkende
226Commits, letzte 12 Monate
4Tage seit letztem Push
13Releases
1Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • deps.dev does not index pypi:pfeed@0.0.18; advisories assessed against the repository dependency graph instead

Weitere Details

OpenSSF Scorecard 3.6 / 10
3.6Gesamtwert

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 · 2026-07-20 19:15 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 1 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/28 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not 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
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities72 existing vulnerabilities detected
Direkte Abhängigkeiten 13
RegistryPaketVersionsvorgabeManifest
PyPIpfund>=0.0.22pyproject.toml
PyPIpolars>=1.42.1pyproject.toml
PyPIpyarrow>=24.0.0pyproject.toml
PyPIpandera>=0.32.1pyproject.toml
PyPImsgspec>=0.21.1pyproject.toml
PyPIpydantic>=2.13.4pyproject.toml
PyPInarwhals>=2.24.0pyproject.toml
PyPIzstandard>=0.22.0pyproject.toml
PyPIcloudpathlib>=0.24.0pyproject.toml
PyPIbeautifulsoup4>=4.12.3pyproject.toml
PyPIray>=2.56.0pyproject.toml
PyPIpyzmq>=27.1.0pyproject.toml
PyPIdeltalake>=1.6.2pyproject.toml
Alle Abhängigkeiten 569

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 13 direkte und 556 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIbeautifulsoup44.14.3direkt
PyPIcloudpathlib0.24.0direkt
PyPIdeltalake1.6.2direkt
PyPImsgspec0.21.1direkt
PyPInarwhals2.24.0direkt
PyPIpandera0.32.1direkt
PyPIpfund0.0.22direkt
PyPIpolars1.42.1direkt
PyPIpyarrow24.0.0direkt
PyPIpydantic2.13.4direkt
PyPIpyzmq27.1.0direkt
PyPIray2.56.0direkt
PyPIzstandard0.25.0direkt
npm@adobe/css-tools4.4.3indirekt
npm@asamuzakjp/css-color5.1.11indirekt
npm@asamuzakjp/dom-selector7.1.1indirekt
npm@asamuzakjp/generational-cache1.0.1indirekt
npm@asamuzakjp/nwsapi2.3.9indirekt
npm@babel/code-frame7.27.1indirekt
npm@babel/helper-validator-identifier7.27.1indirekt
npm@babel/runtime7.27.6indirekt
npm@bramus/specificity2.4.2indirekt
npm@csstools/color-helpers6.0.2indirekt
npm@csstools/css-calc3.2.0indirekt
npm@csstools/css-color-parser4.1.0indirekt
npm@csstools/css-parser-algorithms4.0.0indirekt
npm@csstools/css-syntax-patches-for-csstree1.1.3indirekt
npm@csstools/css-tokenizer4.0.0indirekt
npm@emnapi/core1.10.0indirekt
npm@emnapi/runtime1.10.0indirekt
npm@emnapi/wasi-threads1.2.1indirekt
npm@esbuild/aix-ppc640.28.0indirekt
npm@esbuild/android-arm0.28.0indirekt
npm@esbuild/android-arm640.28.0indirekt
npm@esbuild/android-x640.28.0indirekt
npm@esbuild/darwin-arm640.28.0indirekt
npm@esbuild/darwin-x640.28.0indirekt
npm@esbuild/freebsd-arm640.28.0indirekt
npm@esbuild/freebsd-x640.28.0indirekt
npm@esbuild/linux-arm0.28.0indirekt
npm@esbuild/linux-arm640.28.0indirekt
npm@esbuild/linux-ia320.28.0indirekt
npm@esbuild/linux-loong640.28.0indirekt
npm@esbuild/linux-mips64el0.28.0indirekt
npm@esbuild/linux-ppc640.28.0indirekt
npm@esbuild/linux-riscv640.28.0indirekt
npm@esbuild/linux-s390x0.28.0indirekt
npm@esbuild/linux-x640.28.0indirekt
npm@esbuild/netbsd-arm640.28.0indirekt
npm@esbuild/netbsd-x640.28.0indirekt
npm@esbuild/openbsd-arm640.28.0indirekt
npm@esbuild/openbsd-x640.28.0indirekt
npm@esbuild/openharmony-arm640.28.0indirekt
npm@esbuild/sunos-x640.28.0indirekt
npm@esbuild/win32-arm640.28.0indirekt
npm@esbuild/win32-ia320.28.0indirekt
npm@esbuild/win32-x640.28.0indirekt
npm@eslint-community/eslint-utils4.9.0indirekt
npm@eslint-community/eslint-utils4.9.1indirekt
npm@eslint-community/regexpp4.12.2indirekt
npm@eslint/compat2.0.5indirekt
npm@eslint/config-array0.23.5indirekt
npm@eslint/config-helpers0.5.5indirekt
npm@eslint/core1.2.1indirekt
npm@eslint/js10.0.1indirekt
npm@eslint/object-schema3.0.5indirekt
npm@eslint/plugin-kit0.7.1indirekt
npm@exodus/bytes1.15.0indirekt
npm@humanfs/core0.19.1indirekt
npm@humanfs/node0.16.6indirekt
npm@humanwhocodes/module-importer1.0.1indirekt
npm@humanwhocodes/retry0.3.1indirekt
npm@humanwhocodes/retry0.4.3indirekt
npm@jridgewell/gen-mapping0.3.8indirekt
npm@jridgewell/remapping2.3.5indirekt
npm@jridgewell/resolve-uri3.1.2indirekt
npm@jridgewell/set-array1.2.1indirekt
npm@jridgewell/sourcemap-codec1.5.5indirekt
npm@jridgewell/trace-mapping0.3.25indirekt
npm@napi-rs/wasm-runtime1.1.4indirekt
npm@oxc-project/types0.127.0indirekt
npm@pagefind/component-ui1.5.2indirekt
npm@pagefind/darwin-arm641.5.2indirekt
npm@pagefind/darwin-x641.5.2indirekt
npm@pagefind/freebsd-x641.5.2indirekt
npm@pagefind/linux-arm641.5.2indirekt
npm@pagefind/linux-x641.5.2indirekt
npm@pagefind/windows-arm641.5.2indirekt
npm@pagefind/windows-x641.5.2indirekt
npm@polka/url1.0.0-next.29indirekt
npm@rolldown/binding-android-arm641.0.0-rc.17indirekt
npm@rolldown/binding-darwin-arm641.0.0-rc.17indirekt
npm@rolldown/binding-darwin-x641.0.0-rc.17indirekt
npm@rolldown/binding-freebsd-x641.0.0-rc.17indirekt
npm@rolldown/binding-linux-arm-gnueabihf1.0.0-rc.17indirekt
npm@rolldown/binding-linux-arm64-gnu1.0.0-rc.17indirekt
npm@rolldown/binding-linux-arm64-musl1.0.0-rc.17indirekt
npm@rolldown/binding-linux-ppc64-gnu1.0.0-rc.17indirekt
npm@rolldown/binding-linux-s390x-gnu1.0.0-rc.17indirekt
npm@rolldown/binding-linux-x64-gnu1.0.0-rc.17indirekt
npm@rolldown/binding-linux-x64-musl1.0.0-rc.17indirekt
npm@rolldown/binding-openharmony-arm641.0.0-rc.17indirekt
npm@rolldown/binding-wasm32-wasi1.0.0-rc.17indirekt
npm@rolldown/binding-win32-arm64-msvc1.0.0-rc.17indirekt
npm@rolldown/binding-win32-x64-msvc1.0.0-rc.17indirekt
npm@rolldown/pluginutils1.0.0-rc.17indirekt
npm@standard-schema/spec1.0.0indirekt
npm@standard-schema/spec1.1.0indirekt
npm@sveltejs/acorn-typescript1.0.5indirekt
npm@sveltejs/adapter-static3.0.10indirekt
npm@sveltejs/kit2.59.0indirekt
npm@sveltejs/vite-plugin-svelte7.0.0indirekt
npm@tailwindcss/forms0.5.11indirekt
npm@tailwindcss/node4.2.4indirekt
npm@tailwindcss/oxide4.2.4indirekt
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PyPIcryptography45.0.4indirekt
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PyPIfsspec2025.5.1indirekt
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PyPIgoogle-auth2.40.3indirekt
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PyPIh110.16.0indirekt
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PyPIhttpcore1.0.9indirekt
PyPIhttpcore22.7.0indirekt
PyPIhttpx0.28.1indirekt
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PyPIhuggingface-hub1.23.0indirekt
PyPIhumanize4.12.3indirekt
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PyPIidna3.18indirekt
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PyPImatplotlib—indirekt
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PyPIopencensus-context0.1.3indirekt
PyPIopentelemetry-api1.39.1indirekt
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Abhängigkeits-Advisories 29

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 566 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 29 tragen bekannte Advisories, davon 0 direkte. 3 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
aiohttp3.13.3indirektkritisch423.14.1
cryptography45.0.4indirektkritisch748.0.1
flatted3.3.3indirektkritisch23.4.2
lupa2.6indirektkritisch2—
devalue5.8.0indirekthoch15.8.1
mako1.3.10indirekthoch41.3.12
markdown3.8indirekthoch23.8.1
msgpack1.1.0indirekthoch11.2.1
orjson3.10.18indirekthoch23.11.6
picomatch4.0.3indirekthoch24.0.4
protobuf6.33.2indirekthoch26.33.5
pyasn10.6.1indirekthoch40.6.3
soupsieve2.7indirekthoch42.8.4
starlette1.2.1indirekthoch41.3.1
undici7.25.0indirekthoch78.5.0
urllib32.5.0indirekthoch82.7.0
vite8.0.10indirekthoch28.0.16
@sveltejs/kit2.59.0indirektmittel12.60.1
brace-expansion5.0.5indirektmittel15.0.6
filelock3.18.0indirektmittel43.20.3
postcss8.5.6indirektmittel18.5.10
requests2.32.4indirektmittel22.33.0
svelte5.55.5indirektmittel45.55.7
virtualenv20.35.4indirektmittel220.36.1
yaml1.10.2indirektmittel12.8.3
cookie0.6.0indirektniedrig10.7.0
esbuild0.28.0indirektniedrig10.28.1
h24.2.0indirektniedrig24.3.0
pygments2.19.1indirektniedrig22.20.0

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
{
  "data": {
    "repo": {
      "topics": [
        "algo-trading",
        "backtesting",
        "data-pipeline",
        "historical-data",
        "pandas",
        "data-storage",
        "polars",
        "data-lakehouse",
        "delta-lake",
        "streaming"
      ],
      "is_fork": false,
      "size_kb": 14127,
      "has_wiki": false,
      "homepage": "https://pfeed.pfund.ai",
      "languages": {
        "CSS": 6288,
        "HTML": 682,
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                "max_points": 15
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            ]
          },
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            "note": null,
            "notes": [],
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                "key": "license",
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                "status": "met",
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          },
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              {
                "code": "weights_renormalized",
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            "value": 50,
            "inputs": {
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            "components": [
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                "key": "registry_dependents",
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        ],
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      {
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                "key": "openssf_scorecard_contributors",
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            "inputs": {
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                "key": "pr_acceptance",
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                    "code": "decided_prs_merged",
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              {
                "key": "openssf_scorecard_code_review",
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          },
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        ],
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          },
          {
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            "notes": [],
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            "inputs": {
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                "key": "documentation_directory",
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          }
        ],
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              {
                "key": "branch_protection",
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                "key": "ci_tests",
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              {
                "key": "cii_best_practices",
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              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/28 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "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 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "72 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): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 566 resolved dependencies against OSV; 3 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 566
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 3
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 118,
              "affected_packages": 29,
              "assessed_packages": 566,
              "unassessed_packages": 3,
              "affected_by_severity": "critical 4, high 13, moderate 8, low 4",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "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": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 566,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 53,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 86,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "pnpm-lock.yaml",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "afterpython/justfile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "afterpython/_website/tsconfig.json",
                "src/pfeed/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "afterpython/justfile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "afterpython/justfile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "eslint.config.js, ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js, ruff.toml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "afterpython/_website/tsconfig.json, src/pfeed/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "afterpython/_website/tsconfig.json, src/pfeed/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 42253,
              "source_files_sampled": 225,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (afterpython/_website/tsconfig.json, src/pfeed/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "afterpython/_website/tsconfig.json, src/pfeed/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/225 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 225,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "example",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "example, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "deps.dev does not index pypi:pfeed@0.0.18; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-20T19:15:37.217146Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/PFund-Software-Ltd/pfeed.svg",
  "full_name": "PFund-Software-Ltd/pfeed",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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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 v0.16.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.