Öffentliches RegisterGefährdet
Software-GesundheitsberichtSchema 0.25.0 · Metriken 1.13.0 · 2026-07-21 22:33 UTC
whylabs / whylogs
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
Jupyter Notebook · Python · HTMLApache-2.0★ 2.828 Sterne⑂ 143 Forksseit Aug. 2020Auf GitHub ansehen ↗
whylabs/whylogs erreicht einen Gesundheitsindex von 38 von 100 und liegt damit im Bereich Gefährdet. Am stärksten schneidet es bei Community & Adoption (87/100) ab, am schwächsten bei Vitality (28/100). Zuletzt vor 557 Tagen aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.
38
gesamt / 100Software-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.
38
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)
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.
Abandonment Policy applies a 60% multiplier to weighted overall health and gives it a ceiling of 49.
Eigentümerschaft
WhyLabsOrganisation
189 Follower40 öffentliche Reposseit Okt. 2019
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht |
|---|---|---|---|---|---|
| PyPI | whylogsverweist auf ein anderes Repo — nicht bewertet | 1.6.4 | 157.722 | 339 | vor 594 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
28
Entwicklungsaktivität
1Kritisch
Hinweis auf Verwaisung
Arbeit ist eingegangen, und niemand hat sich darum gekümmert
seit 557 Tagen kein menschlicher Commitautomatisierte Commits ausgenommenReleases stehen stillOpenSSF Scorecard meldet es als ungepflegtContinuous Integration defektGesamtbewertung: Obergrenze Gefährdet
Stille allein ist nie der Befund — eine kleine, fertige Bibliothek braucht womöglich jahrelang keinen Commit. Dieser Hinweis verlangt beides: lange keinen menschlichen Commit und Pflichten, denen das Projekt sichtbar nicht nachkommt. Automatisierte Commits gelten nicht als Pflege.
Wie Verwaisung bewertet wirdWie die Bewertung erfolgt
| 0/36 | Push-Aktualität — letzter Push vor 557 Tagen |
| 0/36 | Commit-Rhythmus — 0/52 Wochen mit Commits |
| 0/18 | Commit-Volumen — 0 Commits im letzten Jahr |
| 0/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
Verwendete Eingangsdaten
| commits_last_year | 0 |
| human_commit_share | 0,99 |
| days_since_last_push | 557 |
| active_weeks_last_year | 0 |
Release-Disziplin
68Mittel
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 100 Releases veröffentlicht |
| 7.2/36 | Release-Aktualität — letztes Release vor 594 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 9,4 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 100 |
| latest_release_tag | v1.6.4 |
| releases_from_tags | nein |
| days_since_latest_release | 594 |
| mean_days_between_releases | 9,4 |
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?
87
Wie die Bewertung erfolgt
| 56/60 | Stars — 2.828 Stars |
| 17.9/25 | Forks — 143 Forks |
| 8.3/15 | Watcher — 32 Watcher |
Verwendete Eingangsdaten
| forks | 143 |
| stars | 2.828 |
| watchers | 32 |
| growth_state | organic |
| growth_factor_pct | 100 |
Community-Gesundheit
92Exzellent
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 13.5/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | ja |
| has_pull_request_template | ja |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
76
Wie die Bewertung erfolgt
| 25.2/54 | Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab |
| 15.7/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 30 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 22 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 2 |
| contributors_sampled | 22 |
| top_contributor_share | 0,304 |
Reaktionsfähigkeit bei Issues & PRs
96Exzellent
Wie die Bewertung erfolgt
| 46.7/46.8 | Issue-Lösungsquote — 100 % der Issues geschlossen |
| 33.9/38.3 | PR-Annahme — 1.034/1.167 entschiedene PRs gemergt |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Verwendete Eingangsdaten
| merged_prs | 1.034 |
| open_issues | 1 |
| closed_issues | 434 |
| issue_closed_ratio | 0,998 |
| closed_unmerged_prs | 133 |
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 16.4/25 | Reichweite des Inhabers — 189 Follower von whylabs |
| 23.7/25 | Kontohistorie — 40 öffentliche Repos, Kontoalter ca. 6 Jahre |
Verwendete Eingangsdaten
| followers | 189 |
| owner_type | Organization |
| is_verified | — |
| owner_login | whylabs |
| public_repos | 40 |
| account_age_days | 2.470 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
74
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 8 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration — .flake8 |
| 9.6/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 29 merged PRs checked by a CI test -- score normalized to 0 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
Dokumentation
75Gut
Wie die Bewertung erfolgt
| 30/30 | README |
| 0/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://whylogs.readthedocs.io/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 18 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | ai-pipelines, approximate-statistics, statistical-properties, data-quality, calculate-statistics, python, logging, mlops, dataops, ml-pipelines, data-pipeline, dataset, machine-learning, data-science, analytics, constraints, data-constraints, model-performance |
| has_wiki | ja |
| homepage | https://whylogs.readthedocs.io/ |
| has_readme | ja |
| has_docs_dir | nein |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
54
Sicherheitslage
42Gefährdet
Wie die Bewertung erfolgt
| 6.8/7.5 | Binary-Artifacts — binaries present in source code |
| 6/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 0/2.5 | CI-Tests — 0 out of 29 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 6 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 0/5 | Packaging — keine Daten |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 3.5/5 | SAST — SAST tool detected but not run on all commits |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 143 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4,2 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Abhängigkeits-Advisories
100Exzellent
Wie die Bewertung erfolgt
| 35/35 | Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory |
| 25/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory |
| 0/40 | Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum |
Verwendete Eingangsdaten
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 13 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:whylogs@1.6.4 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 13 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.
57
AI-Agentenkontext & Leitlinien
40Gefährdet
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 40/40 | Lesbare Commit-Historie — 94 von 99 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,949 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 18/18 | Bootstrap mit einem Befehl — python/Makefile, python/docs/Makefile, python/examples/integrations/bentoml/Makefile |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration — .flake8 |
| 0/11 | Statische Typprüfung |
| 10/10 | Reproduzierbare Umgebung — Dockerfile, lockfile |
| 0/10 | Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100 |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | poetry.lock |
| has_dockerfile | ja |
| typed_language | nein |
| bootstrap_files | python/Makefile, python/docs/Makefile, python/examples/integrations/bentoml/Makefile |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | java/build.gradle.kts, java/core-bundle/build.gradle.kts, java/core/build.gradle.kts, java/smoketest/build.gradle, java/spark-bundle/build.gradle.kts, java/spark/build.gradle.kts |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
55Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Jupyter Notebook ohne Typprüfungs-Konfiguration |
| 54.7/55 | Handhabbare Dateigrößen — 2/395 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Jupyter Notebook |
| largest_source_bytes | 270.687 |
| source_files_sampled | 395 |
| oversized_source_files | 2 |
Wie die Bewertung erfolgt
| 40/40 | API-Schema (OpenAPI/GraphQL/proto) — proto/src/whylogs_messages.proto, proto/v0/v0_constraints.proto, proto/v0/v0_messages.proto, proto/v0/v0_summaries.proto, python/examples/integrations/flask_streaming/swagger.yaml |
| 0/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — examples, notebooks |
Verwendete Eingangsdaten
| example_dirs | examples, notebooks |
| has_mcp_signal | nein |
| api_schema_files | proto/src/whylogs_messages.proto, proto/v0/v0_constraints.proto, proto/v0/v0_messages.proto, proto/v0/v0_summaries.proto, python/examples/integrations/flask_streaming/swagger.yaml |
Eckdaten
2.828GitHub-Sterne
22Mitwirkende
0Commits, letzte 12 Monate
557Tage seit letztem Push
100Releases
2Bus-Faktor
1offene Issues
Maven, PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- pypi package 'whylogs' points at a different repository (https://docs.whylabs.ai); excluded from ecosystem scoring
Weitere Details
Stern- und Fork-Verlauf 2.828 ★ / 143 ⇿
2.828Sterne
143Forks
100Releases
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.
Es wird nur die jüngste Historie angezeigt — dieses Repository überschreitet das Erfassungsfenster, sodass die früheste Historie nicht erfasst wird.
Major 0Minor 4Patch 96
Jeder Punkt umfasst 6 Tage.
OpenSSF Scorecard 4.2 / 10
4.2Gesamtwert
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).
| 9 | Binary-Artifacts | binaries present in source code |
| 8 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 0 | CI-Tests | 0 out of 29 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 6 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| k. A. | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 7 | SAST | SAST tool detected but not run on all commits |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 143 existing vulnerabilities detected |
Direkte Abhängigkeiten 35
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | whylogs-sketching | >=3.4.1.dev3 | python/pyproject.toml |
| PyPI | protobuf | >=3.19.4 | python/pyproject.toml |
| PyPI | importlib-metadata | <4.3 | python/pyproject.toml |
| PyPI | typing-extensions | >=3.10 | python/pyproject.toml |
| PyPI | whylabs-client | ^0.6.15 | python/pyproject.toml |
| PyPI | requests | ^2.27 | python/pyproject.toml |
| PyPI | backoff | ^2.2.1 | python/pyproject.toml |
| PyPI | platformdirs | ^3.5.0 | python/pyproject.toml |
| PyPI | pybars3 | ^0.9 | python/pyproject.toml |
| PyPI | ipython | * | python/pyproject.toml |
| PyPI | scipy | — | python/pyproject.toml |
| PyPI | numpy | — | python/pyproject.toml |
| PyPI | pandas | * | python/pyproject.toml |
| PyPI | sphinx | * | python/pyproject.toml |
| PyPI | sphinx-autoapi | * | python/pyproject.toml |
| PyPI | sphinx-copybutton | ^0.5.0 | python/pyproject.toml |
| PyPI | myst-parser | ^0.17.2 | python/pyproject.toml |
| PyPI | furo | ^2022.3.4 | python/pyproject.toml |
| PyPI | sphinx-autobuild | ^2021.3.14 | python/pyproject.toml |
| PyPI | sphinxext-opengraph | ^0.6.3 | python/pyproject.toml |
| PyPI | sphinx-inline-tabs | * | python/pyproject.toml |
| PyPI | ipython_genutils | ^0.2.0 | python/pyproject.toml |
| PyPI | nbsphinx | ^0.8.9 | python/pyproject.toml |
| PyPI | nbconvert | ^7.0.0 | python/pyproject.toml |
| PyPI | boto3 | ^1.22.13 | python/pyproject.toml |
| PyPI | mlflow-skinny | — | python/pyproject.toml |
| PyPI | databricks-cli | ^0.8.0 | python/pyproject.toml |
| PyPI | google-cloud-storage | ^2.5.0 | python/pyproject.toml |
| PyPI | pyarrow | >=8.0.0, <13 | python/pyproject.toml |
| PyPI | pyspark | ^3.0.0 | python/pyproject.toml |
| PyPI | faster-fifo | ^1.4.5 | python/pyproject.toml |
| PyPI | orjson | ^3.8.10 | python/pyproject.toml |
| PyPI | Pillow | — | python/pyproject.toml |
| PyPI | scikit-learn | — | python/pyproject.toml |
| PyPI | fugue | ^0.8.1 | python/pyproject.toml |
Alle Abhängigkeiten 245
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 46 direkte und 199 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | backoff | 2.2.1 | direkt |
| PyPI | boto3 | 1.33.13 | direkt |
| PyPI | databricks-cli | 0.8.7 | direkt |
| PyPI | faster-fifo | 1.4.7 | direkt |
| PyPI | fugue | 0.8.6 | direkt |
| PyPI | furo | 2022.9.29 | direkt |
| PyPI | google-cloud-storage | 2.16.0 | direkt |
| PyPI | importlib-metadata | 4.2.0 | direkt |
| PyPI | ipython | 7.34.0 | direkt |
| PyPI | ipython-genutils | 0.2.0 | direkt |
| PyPI | mlflow-skinny | 1.27.0 | direkt |
| PyPI | mlflow-skinny | 2.13.0 | direkt |
| PyPI | myst-parser | 0.17.2 | direkt |
| PyPI | nbconvert | 7.6.0 | direkt |
| PyPI | nbsphinx | 0.8.12 | direkt |
| PyPI | numpy | — | direkt |
| PyPI | numpy | 1.21.6 | direkt |
| PyPI | numpy | 1.26.4 | direkt |
| PyPI | orjson | 3.9.7 | direkt |
| PyPI | pandas | — | direkt |
| PyPI | pandas | 1.3.2 | direkt |
| PyPI | pandas | 1.3.5 | direkt |
| PyPI | pillow | 10.3.0 | direkt |
| PyPI | pillow | 9.5.0 | direkt |
| PyPI | platformdirs | 3.11.0 | direkt |
| PyPI | protobuf | 4.24.4 | direkt |
| PyPI | pyarrow | 12.0.1 | direkt |
| PyPI | pybars3 | 0.9.7 | direkt |
| PyPI | pyspark | 3.4.3 | direkt |
| PyPI | requests | 2.22.0 | direkt |
| PyPI | requests | 2.31.0 | direkt |
| PyPI | scikit-learn | — | direkt |
| PyPI | scikit-learn | 1.0.2 | direkt |
| PyPI | scikit-learn | 1.1.1 | direkt |
| PyPI | scikit-learn | 1.5.0 | direkt |
| PyPI | scipy | 1.13.0 | direkt |
| PyPI | scipy | 1.7.3 | direkt |
| PyPI | sphinx | 4.3.2 | direkt |
| PyPI | sphinx-autoapi | 2.0.1 | direkt |
| PyPI | sphinx-autobuild | 2021.3.14 | direkt |
| PyPI | sphinx-copybutton | 0.5.2 | direkt |
| PyPI | sphinx-inline-tabs | 2023.4.21 | direkt |
| PyPI | sphinxext-opengraph | 0.6.3 | direkt |
| PyPI | typing-extensions | 4.7.1 | direkt |
| PyPI | whylabs-client | 0.6.15 | direkt |
| PyPI | whylogs-sketching | 3.4.1.dev3 | direkt |
| PyPI | 2to3 | 1.0 | indirekt |
| PyPI | adagio | 0.2.4 | indirekt |
| PyPI | alabaster | 0.7.13 | indirekt |
| PyPI | ansiwrap | 0.8.4 | indirekt |
| PyPI | antlr4-python3-runtime | 4.11.1 | indirekt |
| PyPI | appdirs | 1.4.4 | indirekt |
| PyPI | appnope | 0.1.4 | indirekt |
| PyPI | astroid | 2.11.7 | indirekt |
| PyPI | attrs | 23.2.0 | indirekt |
| PyPI | autoflake | 1.7.8 | indirekt |
| PyPI | babel | 2.14.0 | indirekt |
| PyPI | backcall | 0.2.0 | indirekt |
| PyPI | beautifulsoup4 | 4.12.3 | indirekt |
| PyPI | bentoml | — | indirekt |
| PyPI | black | 22.12.0 | indirekt |
| PyPI | bleach | 6.0.0 | indirekt |
| PyPI | botocore | 1.33.13 | indirekt |
| PyPI | bump2version | 1.0.1 | indirekt |
| PyPI | cachetools | 5.3.3 | indirekt |
| PyPI | certifi | 2024.2.2 | indirekt |
| PyPI | cffi | 1.15.1 | indirekt |
| PyPI | cfgv | 3.3.1 | indirekt |
| PyPI | charset-normalizer | 3.3.2 | indirekt |
| PyPI | click | 8.1.7 | indirekt |
| PyPI | cloudpickle | 2.2.1 | indirekt |
| PyPI | cloudpickle | 3.0.0 | indirekt |
| PyPI | colorama | 0.4.6 | indirekt |
| PyPI | configparser | 5.3.0 | indirekt |
| PyPI | coverage | 7.2.7 | indirekt |
| PyPI | cryptography | 42.0.7 | indirekt |
| PyPI | cython | 3.0.10 | indirekt |
| PyPI | debugpy | 1.7.0 | indirekt |
| PyPI | decorator | 5.1.1 | indirekt |
| PyPI | defusedxml | 0.7.1 | indirekt |
| PyPI | deprecated | 1.2.14 | indirekt |
| PyPI | distlib | 0.3.8 | indirekt |
| PyPI | docutils | 0.17.1 | indirekt |
| PyPI | entrypoints | 0.4 | indirekt |
| PyPI | exceptiongroup | 1.2.1 | indirekt |
| PyPI | execnet | 2.1.1 | indirekt |
| PyPI | fastapi | — | indirekt |
| PyPI | fastjsonschema | 2.19.1 | indirekt |
| PyPI | filelock | 3.12.2 | indirekt |
| PyPI | findspark | 2.0.1 | indirekt |
| PyPI | flake8 | 5.0.4 | indirekt |
| PyPI | flasgger | 0.9.5 | indirekt |
| PyPI | flask | 2.0.1 | indirekt |
| PyPI | flask-cors | 3.0.10 | indirekt |
| PyPI | flask-pydantic | 0.8.0 | indirekt |
| PyPI | fs | 2.4.16 | indirekt |
| PyPI | fsspec | 2023.1.0 | indirekt |
| PyPI | fugue-sql-antlr | 0.1.8 | indirekt |
| PyPI | gcp-storage-emulator | 2022.6.11 | indirekt |
| PyPI | gitdb | 4.0.11 | indirekt |
| PyPI | gitpython | 3.1.43 | indirekt |
| PyPI | google-api-core | 2.19.0 | indirekt |
| PyPI | google-auth | 2.29.0 | indirekt |
| PyPI | google-cloud-core | 2.4.1 | indirekt |
| PyPI | google-crc32c | 1.3.0 | indirekt |
| PyPI | google-resumable-media | 2.7.0 | indirekt |
| PyPI | googleapis-common-protos | 1.63.0 | indirekt |
| PyPI | gunicorn | 20.1.0 | indirekt |
| PyPI | httpretty | 1.1.4 | indirekt |
| PyPI | identify | 2.5.24 | indirekt |
| PyPI | idna | 3.7 | indirekt |
| PyPI | imagesize | 1.4.1 | indirekt |
| PyPI | importlib-resources | 5.12.0 | indirekt |
| PyPI | iniconfig | 2.0.0 | indirekt |
| PyPI | ipykernel | 6.16.2 | indirekt |
| PyPI | isort | 5.11.5 | indirekt |
| PyPI | jaraco-classes | 3.2.3 | indirekt |
| PyPI | jedi | 0.19.1 | indirekt |
| PyPI | jeepney | 0.8.0 | indirekt |
| PyPI | jinja2 | 3.1.4 | indirekt |
| PyPI | jmespath | 1.0.1 | indirekt |
| PyPI | joblib | — | indirekt |
| PyPI | joblib | 1.0.1 | indirekt |
| PyPI | joblib | 1.3.2 | indirekt |
| PyPI | joblib | 1.4.2 | indirekt |
| PyPI | jsonschema | 4.17.3 | indirekt |
| PyPI | jupyter-client | 7.4.9 | indirekt |
| PyPI | jupyter-core | 4.12.0 | indirekt |
| PyPI | jupyterlab-pygments | 0.2.2 | indirekt |
| PyPI | keyring | 23.9.3 | indirekt |
| PyPI | lazy-object-proxy | 1.9.0 | indirekt |
| PyPI | livereload | 2.6.3 | indirekt |
| PyPI | markdown-it-py | 2.2.0 | indirekt |
| PyPI | markupsafe | 2.1.5 | indirekt |
| PyPI | matplotlib-inline | 0.1.6 | indirekt |
| PyPI | mccabe | 0.7.0 | indirekt |
| PyPI | mdit-py-plugins | 0.3.5 | indirekt |
| PyPI | mdurl | 0.1.2 | indirekt |
| PyPI | mistune | 3.0.2 | indirekt |
| PyPI | more-itertools | 9.1.0 | indirekt |
| PyPI | moto | 4.2.14 | indirekt |
| PyPI | mypy | 0.991 | indirekt |
| PyPI | mypy-extensions | 1.0.0 | indirekt |
| PyPI | mypy-protobuf | 3.4.0 | indirekt |
| PyPI | nbclient | 0.7.4 | indirekt |
| PyPI | nbformat | 5.8.0 | indirekt |
| PyPI | nest-asyncio | 1.6.0 | indirekt |
| PyPI | nodeenv | 1.8.0 | indirekt |
| PyPI | opentelemetry-api | 1.16.0 | indirekt |
| PyPI | opentelemetry-sdk | 1.16.0 | indirekt |
| PyPI | opentelemetry-semantic-conventions | 0.37b0 | indirekt |
| PyPI | packaging | 24.0 | indirekt |
| PyPI | pandas-stubs | 1.2.0.62 | indirekt |
| PyPI | pandocfilters | 1.5.1 | indirekt |
| PyPI | papermill | 2.4.0 | indirekt |
| PyPI | parso | 0.8.4 | indirekt |
| PyPI | pathspec | 0.11.2 | indirekt |
| PyPI | pexpect | 4.9.0 | indirekt |
| PyPI | pickleshare | 0.7.5 | indirekt |
| PyPI | pkginfo | 1.10.0 | indirekt |
| PyPI | pkgutil-resolve-name | 1.3.10 | indirekt |
| PyPI | pluggy | 1.2.0 | indirekt |
| PyPI | pre-commit | 2.20.0 | indirekt |
| PyPI | prompt-toolkit | 3.0.43 | indirekt |
| PyPI | proto-plus | 1.23.0 | indirekt |
| PyPI | psutil | 5.9.8 | indirekt |
| PyPI | ptyprocess | 0.7.0 | indirekt |
| PyPI | py4j | 0.10.9.7 | indirekt |
| PyPI | pyasn1 | 0.5.1 | indirekt |
| PyPI | pyasn1-modules | 0.3.0 | indirekt |
| PyPI | pycodestyle | 2.9.1 | indirekt |
| PyPI | pycparser | 2.21 | indirekt |
| PyPI | pydantic | 1.8.2 | indirekt |
| PyPI | pyflakes | 2.5.0 | indirekt |
| PyPI | pygments | 2.17.2 | indirekt |
| PyPI | pymeta3 | 0.5.1 | indirekt |
| PyPI | pyright | 1.1.385 | indirekt |
| PyPI | pyrsistent | 0.19.3 | indirekt |
| PyPI | pytest | 7.4.4 | indirekt |
| PyPI | pytest-cov | 4.1.0 | indirekt |
| PyPI | pytest-mock | 3.11.1 | indirekt |
| PyPI | pytest-spark | 0.6.0 | indirekt |
| PyPI | pytest-xdist | 3.6.1 | indirekt |
| PyPI | python-dateutil | 2.9.0.post0 | indirekt |
| PyPI | python-dotenv | 0.19.0 | indirekt |
| PyPI | pytz | 2024.1 | indirekt |
| PyPI | pywin32 | 306 | indirekt |
| PyPI | pywin32-ctypes | 0.2.2 | indirekt |
| PyPI | pyyaml | 6.0.1 | indirekt |
| PyPI | pyzmq | 26.0.3 | indirekt |
| PyPI | qpd | 0.4.4 | indirekt |
| PyPI | readme-renderer | 37.3 | indirekt |
| PyPI | requests-toolbelt | 1.0.0 | indirekt |
| PyPI | responses | 0.23.3 | indirekt |
| PyPI | rfc3986 | 2.0.0 | indirekt |
| PyPI | rich | 13.7.1 | indirekt |
| PyPI | rsa | 4.9 | indirekt |
| PyPI | ruff | 0.4.4 | indirekt |
| PyPI | s3transfer | 0.8.2 | indirekt |
| PyPI | secretstorage | 3.3.3 | indirekt |
| PyPI | setuptools | 68.0.0 | indirekt |
| PyPI | six | 1.16.0 | indirekt |
| PyPI | smmap | 5.0.1 | indirekt |
| PyPI | snowballstemmer | 2.2.0 | indirekt |
| PyPI | soupsieve | 2.4.1 | indirekt |
| PyPI | sphinx-basic-ng | 1.0.0b2 | indirekt |
| PyPI | sphinxcontrib-applehelp | 1.0.2 | indirekt |
| PyPI | sphinxcontrib-devhelp | 1.0.2 | indirekt |
| PyPI | sphinxcontrib-htmlhelp | 2.0.0 | indirekt |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirekt |
| PyPI | sphinxcontrib-qthelp | 1.0.3 | indirekt |
| PyPI | sphinxcontrib-serializinghtml | 1.1.5 | indirekt |
| PyPI | sqlglot | 24.0.0 | indirekt |
| PyPI | sqlparse | 0.5.0 | indirekt |
| PyPI | tabulate | 0.9.0 | indirekt |
| PyPI | tenacity | 8.2.3 | indirekt |
| PyPI | textwrap3 | 0.9.2 | indirekt |
| PyPI | threadpoolctl | 3.1.0 | indirekt |
| PyPI | threadpoolctl | 3.5.0 | indirekt |
| PyPI | tinycss2 | 1.2.1 | indirekt |
| PyPI | toml | 0.10.2 | indirekt |
| PyPI | tomli | 2.0.1 | indirekt |
| PyPI | tornado | 6.2 | indirekt |
| PyPI | tqdm | 4.66.4 | indirekt |
| PyPI | traitlets | 5.9.0 | indirekt |
| PyPI | triad | 0.9.1 | indirekt |
| PyPI | twine | 4.0.2 | indirekt |
| PyPI | typed-ast | 1.5.5 | indirekt |
| PyPI | types-protobuf | 4.24.0.4 | indirekt |
| PyPI | types-python-dateutil | 2.8.19.14 | indirekt |
| PyPI | types-pyyaml | 6.0.12.12 | indirekt |
| PyPI | types-requests | 2.30.0.0 | indirekt |
| PyPI | types-urllib3 | 1.26.25.14 | indirekt |
| PyPI | unidecode | 1.3.8 | indirekt |
| PyPI | urllib3 | 1.26.18 | indirekt |
| PyPI | utils | 1.0.1 | indirekt |
| PyPI | uvicorn | — | indirekt |
| PyPI | virtualenv | 20.4.7 | indirekt |
| PyPI | wcwidth | 0.2.13 | indirekt |
| PyPI | webencodings | 0.5.1 | indirekt |
| PyPI | werkzeug | 2.2.3 | indirekt |
| PyPI | whylogs | — | indirekt |
| PyPI | wrapt | 1.16.0 | indirekt |
| PyPI | xmltodict | 0.13.0 | indirekt |
| PyPI | zipp | 3.15.0 | indirekt |
Abhängigkeits-Advisories 0
Die Installation von pypi:whylogs@1.6.4 zieht 13 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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"body": "## Description\r\nRemove the usage_stats emit_usage telemetry from whylogs and various\r\ncleanup:\r\n* remove whylabs API key format length checks\r\n* more verbose retry warnings in failures using the whylabs_client\r\n* test cleanup\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
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"headline": "remove usage stats and various cleanup (#1596)",
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"headline": "Bump version to release version 1.6.4 (#1594)",
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"headline": "Fixes left out of #1589 (#1593)",
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"headline": "Merge pull request #1589 from whylabs/log-api-update",
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"headline": "Update push-release.yml (#1592)",
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"headline": "Remove DataType definition (#1587)",
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"headline": "Update token and resync version number (#1584)",
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"body": "## Description\r\n\r\nExample notebook for custom performance metrics.\r\n\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
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"headline": "add custom perf metric example (#1580)",
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"oid": "7d18b983bf91ac3dcbe9abe7899cd3c566a0a56a",
"body": "This constraint isn't true. Keys can actually be arbitrarily long now\r\nthat they include the org id as well, which is customizable.",
"is_bot": false,
"headline": "Remove size check on whylabs api keys (#1581)",
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"body": "## Description\r\n\r\nInclude timestamp in `log_regression_metrics()` when `log_full_data` is\r\n`False`.\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
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"body": "## Description\r\nBump to version 1.6.0\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
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"headline": "Multi org process logger (#1575)",
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"headline": "Update release drafter (#1574)",
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"body": "## Description\r\n\r\nUpdates `init()` docstring to describe `upload_on_log`\r\n\r\n## Related\r\n\r\nRelates to whylabs/whylogs#1570\r\n\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
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"headline": "update docstring for upload_on_log (#1573)",
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"body": "## Description\r\n* Update version to 1.5.0\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
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"headline": "Update version to 1.5.0 (#1572)",
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"body": "## Description\r\n\r\nSeparates the notion of authentication mode (authenticated, anonymous,\r\nlocal) from whether or not `why.log()` should automatically upload\r\nprofiles.\r\n\r\n## Changes\r\n\r\n- Makes `allow_local` default to `True`\r\n- Adds `upload_on_log` configuration parameter orthogonal to session\r\ntype\n[…]\nsts. Type `#` and\r\nselect from the list. -->\r\n\r\nCloses whlabs/whylogs#1570\r\n\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
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"body": "## Description\r\n\r\ndeprecate `debug_event` argument.\r\n\r\n## Changes\r\n\r\n- adds a `deprecate_argument` decorator to issue a warning if a\r\ndeprecated keyword argument is used.\r\n\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
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"body": "## Description\r\n\r\nUpdate reference profile example notebook\r\n\r\n## Changes\r\n\r\n- remove the why.init() step, instead define WhyLabs env variables\r\n- add the profile upload step using the Writer object\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
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"headline": "Bump version to release version 1.4.7 (#1563)",
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"body": "## Description\r\n\r\nAddresses #1561 \r\n\r\nnow this works:\r\n```python\r\nwhy.log(df, segment_key_values={segment_key: segment_value})\r\n```\r\n\r\n## Changes\r\n\r\n- Creates an explicitly defined single segment SegmentedResultSet when\r\nthis parameter is passed into whylogs log method.\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Add support for manual segmentation with segment_key_values (#1562)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-09-11T18:54:06Z",
"body_truncated": false,
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{
"oid": "7336fcf2b28874bb94724bee2b686b25710cfb75",
"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.4.6 (#1560)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-09-11T18:53:35Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "5b43ff61f3cc4349c6ac75d0944bbc6fb5ffca18",
"body": "## Description\r\n\r\nFixes #1558 \r\n\r\n## Changes\r\n\r\nUpdate the name of the parameter in LogAsyncRequest to match what\r\nwhylabs-client expects.\r\nMinor cleanup to the example notebook.\r\n\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Fix guest session dataset_timestamp batch upload (#1559)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-09-06T18:46:06Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "38fe8fba100371a4b2130d2f7a749f2f2973a304",
"body": "## Description\r\n\r\nMake integration tests pass now that `why.log()` tests are included.\r\nAlso pass environment variables into container for nightly integration\r\ntests.\r\n\r\n## Changes\r\n\r\n- add `reinit=True` to all the `why.init()` calls\r\n\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "add reinit to why.init() (#1556)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-09-03T16:29:05Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "07ae3978ac329b9184cc50365bece8db235ceb2d",
"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.4.5 (#1557)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-08-28T04:11:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "05bd6f198ab41474afbea247c7a93447c3ce9ef0",
"body": "## Description\r\n\r\nMove `env:` stanza with the secrets\r\n\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "fix nightly integration test (#1555)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-08-27T21:45:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6125f3d547f9531cadaa1ed14ee7623a0d164c67",
"body": "## Description\r\n\r\nUpdate lure reference profile to current writer API.\r\n\r\n---------\r\n\r\nCo-authored-by: Jamie Broomall <jamie@whylabs.ai>",
"is_bot": false,
"headline": "Fix lure reference profile logging (#1554)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-08-24T00:27:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "618bd434618e000bc7f82ed3a37edd2edea5b791",
"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.4.4 (#1553)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-08-01T01:30:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fa841299fd0d36702cd41fc6c8e744f23b986bd4",
"body": "## Description\r\n\r\nAdd optional set of columns to drop before profiling in `UdfSchema`\r\n\r\n\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Column dropping (#1551)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-07-25T18:01:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "865def7589942fe925a5dce3fd1f317f2a75a0b5",
"body": "## Description\r\n\r\nSupport `search` in addition to `match` and `fullmatch` in regular\r\nexpressions. `%` is the operator.\r\n\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Add search operator to relation language (#1552)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-07-25T18:01:30Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "91190e2ea9b3db88040724c0bbc2dc654b857251",
"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.4.3 (#1550)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-07-18T20:45:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "99465d69425269ac18edc23be28cb08bf0f26295",
"body": "…ll steps (#1548)\n\n## Description\r\n\r\nminor test cleanup:\r\n* use consistent action versions\r\n* consistent poetry version\r\n* .gitignore updates for test artifacts\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Minor CI cleanup: consistent actions versions and Poetry version in a…",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-07-18T19:41:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a4224d3241b6fb51119c32cbda9e83875e05c56",
"body": "## Description\r\n\r\nPass `None` to `builtin_metric` in the`MetricSchema` constructor.\r\n\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\n---------\r\n\r\nCo-authored-by: Richard Rogers <rrogers@opendius.net>\r\nCo-authored-by: Jamie Broomall <jamie@whylabs.ai>\r\nCo-authored-by: Jamie Broomall <88007022+jamie256@users.noreply.github.com>",
"is_bot": false,
"headline": "Fix MetricSchema API breakage (#1549)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-07-18T19:40:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "13e089ce5b88f9aee734110ed7fb2324315f7feb",
"body": "## Description\r\nFixes for long running instances of rolling logger:\r\n\r\n* Use positional arguments when calling kll update\r\n* Add a load test to rolling logger\r\n* usage stats update to add segment_on_column, update\r\ncondition_validator\r\n\r\n```\r\npoetry run pytest -o log_level=INFO -o log_cli=true tests/api/logger/test_rolling.py::test_rolling_logger_load_test --load\r\n```\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Use positional arguments when calling kll update (#1545)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-07-18T18:23:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b6a6dae631850a29c1f8c3a794734893211c95fc",
"body": "## Description\r\n\r\nMove secret substitution into GitHub flow.\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Nightly test fixes (#1543)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-07-17T19:48:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "18bc97533ba2fc580ff87075b105ec407b0a6fad",
"body": "## Description\r\n\r\nContinued writer refactor cleanup. \r\n\r\n## Changes\r\n\r\n- Move duplicated state to `WhyLabsClient`\r\n- Remove support for zipped reference profiles\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Remove redundancy between Whylabs writer and client (#1540)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-07-17T19:33:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bff008b8b7e0f1426aa2dcb1758bab542327383f",
"body": "## Description\r\n\r\nWe need to use older poetry in order to be able to setup the environment\r\non python in cache miss scenario.\r\n\r\nWe didn't see the problem in the CI runs until the caches went stale on\r\npython 3.7.\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Fix whylogs CI runs on python3.7 (#1547)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-07-17T18:15:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f51888d07f226cadae0e9447e3f43a473ef05cd8",
"body": "…541)\n\n## Description\r\n\r\nDon't fail if optional dependencies are missing.\r\n\r\n## Changes\r\n\r\n- Ignore import errors; it should be ok if the optional metrics aren't\r\nused\r\n\r\n## Related\r\n\r\nRelates to whylabs/whylogs#1489\r\nCloses whylabs/whylogs#1489",
"is_bot": false,
"headline": "Don't fail to import whylogs if optional dependencies are missing (#1…",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-07-02T19:29:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d86f2680b614e6d7db5d9bd34ef05d0c5df25743",
"body": "## Description\r\n\r\nDon't warn if PIL is missing when importing `ImageMetric` for\r\n`why.read()`.\r\n\r\n## Changes\r\n\r\n- Don't issue warning on import, just `ImageMetric` construction.\r\n- Silence the warning when setting up for `why.read()`\r\n\r\n## Related\r\n\r\nRelates to whylabs/whylogs#1490\r\nCloses whylabs/whylogs#1490",
"is_bot": false,
"headline": "Eliminate PIL warning from why.read() (#1544)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-07-02T19:28:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7643ec343c3a3a4624891dde59e07bcc3643247",
"body": "## Description\r\n\r\nIncludes integration tests in nightly test run.\r\n\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Add integration tests to nightly test suite (#1535)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-06-27T22:13:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a015e01ff066e6af5df9f3ec9459b9805fc282ad",
"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.4.2 (#1539)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-06-26T00:11:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7515acdc88981a9b05e43f670786772c947001a0",
"body": "…lls (#1538)\n\n## Description\r\n\r\nThis doesn't have much effect on standard metrics, but we make an\r\nextraneous call to columnar_update when converting to a view even if the\r\ncache is empty, which leads to a surprising number of calls and updates\r\ncalled with empty data.\r\n\r\n## Changes\r\n\r\n- Check if the cache if empty before flushing the cache in column\r\nprofiles\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Only flush column if not empty to avoid extraneous columnar_update ca…",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-06-25T18:12:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d06b86950170b7401b44f3189b2b7b1f99dc30a4",
"body": "## Description\r\n\r\nRetry on certain 5XX codes.\r\n\r\n## Changes\r\n\r\n- 5XX codes throw a different exception than 429, so adjusts `backoff`\r\narguments to retry on both\r\n- Specify set of HTTP response codes to retry on in `_RETRY_CODES`\r\nvariable\r\n\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Retry on 5XXX codes (#1537)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-06-25T17:51:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "256215879c0ebf502de2beb0b0ef1024f258f6dd",
"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.4.1 (#1534)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-06-19T10:35:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf52a901d6b179eca874e940b34abb2dd01444de",
"body": "## Description\r\n\r\nRestore support for original `Writable::write()` signature just in case\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "back compat fixes (#1531)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-06-13T20:56:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c910a9563125183028b206d46e5435828de52e8d",
"body": "## Description\r\n\r\nHandles retries with exponential backoff for WhyLabs REST endpoints and\r\ns3 uploads.\r\n\r\n## Changes\r\n\r\n- Wrap whylabs-client requests in `@backoff` to retry on failure\r\n- Trying out HTTPretty REST fakes for testing\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\n---------\r\n\r\nCo-authored-by: Jamie Broomall <88007022+jamie256@users.noreply.github.com>",
"is_bot": false,
"headline": "Initial throttling support (#1524)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-05-29T21:12:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9a7b6fade60c5aaa1fe13739145172c1b2379f2a",
"body": "…es (#1527)\n\n## Description\r\n\r\nUpdate PIL version and run poetry update for CI dependencies\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Update PIL version range to support version 10+ and poetry dependenci…",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-05-23T14:46:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b7046df09952df62436c876e1fecc126cd2f38e9",
"body": "## Description\r\n\r\n`SegmentedResultSet::set_dataset_timestamp()` calls the\r\n`set_dataset_timestamp()` method on its contained segments. However,\r\nsometimes the segments are `DatasetProfileView`s rather than\r\n`DatasetProfile`s (seems to be the case with pyspark).\r\n`DatasetProfileView` is weird in that\n[…]\nistency?\r\n\r\n## Changes\r\n\r\nAdds `DatasetProfileView::set_dataset_timestamp()`\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Fix SegmentedResultSet::set_dataset_timestamp() (#1525)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-05-21T23:27:04Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4f583a454c2c876fdb682e0803ce8de3ca5c7514",
"body": "## Description\r\n\r\n`make pre-commit` now requires ruff. This adds it to the dev environment\r\nimage. Also adds running pre-commit to the nightly test.\r\n\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Add ruff to Dockerfile (#1526)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-05-21T20:23:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3ea9161b32ca81d700649ac14ce9686f87700431",
"body": "Thread rolling logger udf fix",
"is_bot": false,
"headline": "Merge pull request #1523 from whylabs/thread-rolling-logger-udf-fix",
"author_name": "naddeoa",
"author_login": null,
"committed_at": "2024-05-16T22:40:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3dc26ccc14f862a4b3fb8401f5dd7920df96a399",
"body": "## Description\r\n\r\nFixing the pip install commands on example notebooks\r\n\r\n## Changes\r\n\r\n- Took out '==1.3.5.dev0' for two examples\r\n- Added quotations around install groups for functionality in multiple\r\nenvironments",
"is_bot": false,
"headline": "pip installation fixes (#1522)",
"author_name": "Cate Lewison",
"author_login": "catel22",
"committed_at": "2024-05-16T22:23:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2494fb9c77780ad40a836bc72c7ce73905e1d034",
"body": "The actor code is using ruff/pyright and they're getting into fights.",
"is_bot": false,
"headline": "Don't run black and older formaters/linters on actor code",
"author_name": "Anthony Naddeo",
"author_login": null,
"committed_at": "2024-05-16T22:11:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "30014c9253481fd11d05d463fff535856d35d5da",
"body": "Apparently the logger layer is responsible for running udfs before\nprocessing data with a schema that wants segments. This updates the\nthread rolling logger's dataset profile abstraction to also run udfs\nwhen segments are active.",
"is_bot": false,
"headline": "Fix thread logger bug that ignores udfs with segments enabled",
"author_name": "Anthony Naddeo",
"author_login": null,
"committed_at": "2024-05-16T21:32:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ad064d3733b0fedbb64349c1055d6e30cd931bfc",
"body": "## Description\r\n\r\nRestores the Writable-specific writer wrappers for backwards\r\ncompatibility.\r\n\r\n## Changes\r\n\r\nMakes `ResultSetWriter`, `EstimationResultWriter`, `HTMLReportWriter`,\r\nand `FeatureWeightWriter` as aliases of `WriterWrapper`.\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Restore Writable-specific writer wrappers for back compat (#1521)",
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"oid": "8acb765b0ee36137f26c37ea4a70c96e148376df",
"body": "## Description\r\n\r\nMinor fix to integration test.\r\n\r\n## Changes\r\n\r\n`perf column` changed to `perf_column`\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "fix failing integrationt test (#1520)",
"author_name": "richard-rogers",
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"committed_at": "2024-05-14T22:19:30Z",
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"body": "## Description\r\n\r\n`Writable` represents output to be serialized by whylogs. It will write\r\nitself to 1 or more temporary files. A `Writer` takes the temporary\r\nfile(s) and sends them to their intended destination. The interface\r\nallows any `Writer` to handle any `Writable`, but in practice some\r\n`Wr\n[…]\nzmk2t6)\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\n---------\r\n\r\nCo-authored-by: Richard Rogers <richard@whaylabs.ai>",
"is_bot": false,
"headline": "WhyLabsWriter refactor (#1484)",
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"oid": "3a777f42d1e01b93c3f1479cab1d435c53dc3687",
"body": "## Description\r\n\r\nIn the ranking metrics example, replace prediction to target in\r\nmulti-class relevance for single column case.\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\nCo-authored-by: felipe207 <felipe@whylabs.ai>",
"is_bot": false,
"headline": "Ranking Metrics Example - minor fix (#1517)",
"author_name": "Felipe Adachi",
"author_login": "FelipeAdachi",
"committed_at": "2024-05-10T17:06:21Z",
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"oid": "a31efd144958005d18b22e475ce2c6f76b5d9ebf",
"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.3.32 (#1516)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-05-08T20:31:35Z",
"body_truncated": false,
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"oid": "6b42a36ccdea7495f25ff4b330df3e6639b686d9",
"body": "## Description\r\n\r\nSupport segmented ranking metrics.\r\n\r\n## Changes\r\n\r\n- Segmented schemas are respected by the ranking metrics\r\n- Added `sum_gain_k` to unit tests\r\n\r\nCloses whylabs/whylogs#1506\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\n---------\r\n\r\nCo-authored-by: Jamie Broomall <88007022+jamie256@users.noreply.github.com>",
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"headline": "segmented ranking metrics (#1514)",
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"oid": "0a2019f9e7edd51bd416185dc1ff7738e43fc4cf",
"body": "## Description\r\n\r\nThis PR makes small changes in the ranking notebook examples in the\r\nsingle column case. With the latest changes, it is recommended to pass\r\nthe column as the target column instead of as the prediction column.\r\nThis PR updates the notebook accordingly.\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\nCo-authored-by: felipe207 <felipe@whylabs.ai>",
"is_bot": false,
"headline": "Ranking example - changes in single column case (#1515)",
"author_name": "Felipe Adachi",
"author_login": "FelipeAdachi",
"committed_at": "2024-05-07T18:26:49Z",
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"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.3.31 (#1508)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-04-30T06:08:56Z",
"body_truncated": false,
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"oid": "b91949facf684a3472361d3d9abaad81436917f3",
"body": "## Description\r\n\r\nRemoves the `convert_non_numeric` argument and swap `prediction_column`\r\nfor `target_column` when only relevance scores are passed.\r\n\r\n## Changes\r\n\r\n- Determines `convert_non_numeric` automatically by looking for strings\r\nin the prediction & target columns\r\n- Swap `prediction_colum\n[…]\nom the list. -->\r\n\r\nCloses whylabs/whylogs#1504\r\nCloses whylabs/whylogs#1505\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Ranking metrics API improvements (#1507)",
"author_name": "richard-rogers",
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"committed_at": "2024-04-25T21:54:36Z",
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"oid": "7b83a967e9b698794c80ae9055cf13367842b23e",
"body": "## Description\r\n\r\nAdds docstrings & fix failed condition logging & exception bug.\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "ConditionCountMetric fix and docstrings (#1503)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-04-25T19:35:35Z",
"body_truncated": false,
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"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.3.30 (#1502)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-04-22T16:54:11Z",
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"oid": "747b0c134295073d2cefd91d70858c900ca5e563",
"body": "…#1501)\n\n## Description\r\n\r\nAdds and improves documentation in docstring format for\r\nlog_regression/log_classification/log_ranking metrics.\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\n---------\r\n\r\nCo-authored-by: felipe207 <felipe@whylabs.ai>",
"is_bot": false,
"headline": "Add documentation for log classification/regression/ranking metrics (…",
"author_name": "Felipe Adachi",
"author_login": "FelipeAdachi",
"committed_at": "2024-04-17T19:11:42Z",
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"oid": "8b2809ef2fb3656ba321dced884f872fbfefbc09",
"body": "## Description\r\n\r\nThis PR:\r\n\r\n- On write(), search for known custom ranking metrics and tag them as\r\noutputs\r\n- tag_output_column requires the preexistence of columns, so a new\r\n_set_column_schema is created that can be called before the actual\r\ncolumns are uploaded\r\n- incidental fix on integration \n[…]\nance columns\r\n\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\n---------\r\n\r\nCo-authored-by: felipe207 <felipe@whylabs.ai>",
"is_bot": false,
"headline": "Tag custom ranking metrics as output columns (#1500)",
"author_name": "Felipe Adachi",
"author_login": "FelipeAdachi",
"committed_at": "2024-04-17T14:05:04Z",
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"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.3.29 (#1499)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-04-11T23:31:15Z",
"body_truncated": false,
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{
"oid": "98b6c9a506c8964c7a102ae2f6556b9175cec9ce",
"body": "…g (#1498)\n\n## Description\r\n\r\nThis PR adds ndcg and sum_gain in the list of known ranking metrics\r\ncolumns, so it will be automatically tagged as custom performance for\r\nwhylabs.\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\n---------\r\n\r\nCo-authored-by: felipe207 <felipe@whylabs.ai>",
"is_bot": false,
"headline": "Add ndcg and sum_gain in known ranking metrics for custom perf taggin…",
"author_name": "Felipe Adachi",
"author_login": "FelipeAdachi",
"committed_at": "2024-04-11T18:19:23Z",
"body_truncated": false,
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{
"oid": "9c0dddbba942c538d9633c34e551d4d97e593c89",
"body": "## Description\r\n\r\nAdds type counter metric to uncompounded condition count metric columns.\r\nAlso allows `DeclarativeSchema::add_resolver_spec()` to accept a set of\r\ncolumn names to apply the metrics to.\r\n\r\nCloses whylabs/whylogs#1496\r\nCloses whylabs/whylogs#1497\r\n\r\n[ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "condition count metric uncompounding types (#1495)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-04-10T19:56:00Z",
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{
"oid": "1ad40e40b2b9e545142062116336ba584ea5d10b",
"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.3.28 (#1493)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-03-27T00:04:38Z",
"body_truncated": false,
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{
"oid": "538eb05fa01f5cb1ee08fd9a0bfd4376f6685c2d",
"body": "## Description\r\n\r\nThis PR:\r\n\r\n- Makes the metrics calculation (other than NDCG and AP, which are\r\nalready correct) correct for boolean and numeric scenarios\r\n- Changes ndcg from a non-mergeable batch metric to a mergeable row-wise\r\nmetric\r\n- Corrects top_rank to return None instead of 0 when there i\n[…]\ns `accuracy_k`\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\n---------\r\n\r\nCo-authored-by: felipe207 <felipe@whylabs.ai>",
"is_bot": false,
"headline": "Ranking Metrics - Better Precision/Recall/MRR calculation (#1492)",
"author_name": "Felipe Adachi",
"author_login": "FelipeAdachi",
"committed_at": "2024-03-26T16:08:11Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "db15e49cbe57d6da5bedd0347ba0e416fef5cb0f",
"body": "## Description\r\nUpdating whylabs-client to reflect latest changes on the API\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\n---------\r\n\r\nCo-authored-by: Jamie Broomall <88007022+jamie256@users.noreply.github.com>",
"is_bot": false,
"headline": "bump whylabs-client to 0.6.0 (#1460)",
"author_name": "Murilo Menezes Mendonça",
"author_login": "murilommen",
"committed_at": "2024-03-25T21:59:42Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "542720519cfebf197e5cf6c6513409950d2b3830",
"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.3.27 (#1491)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-03-20T01:12:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6251f1b8c95e3f82dbf3091c7a7c5a6f34b826bc",
"body": "## Description\r\n\r\n- Ranking metrics example rewrite\r\n- Change prediction column semantics from index-based to rank-based\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\n---------\r\n\r\nCo-authored-by: felipe207 <felipe@whylabs.ai>",
"is_bot": false,
"headline": "ranking example rewrite (#1488)",
"author_name": "Felipe Adachi",
"author_login": "FelipeAdachi",
"committed_at": "2024-03-19T21:40:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dee6c5dcb9f5a62652e69747576695532dd22180",
"body": "## Description\r\n\r\n- corrected Average Precision calculation\r\n- added handling for AP calculation for both numeric/non-numeric cases\r\n- Removed `mean_average_precision` column, as this value is already\r\npresent in `average_precision['distribution/mean']`\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\n---------\r\n\r\nCo-authored-by: felipe207 <felipe@whylabs.ai>",
"is_bot": false,
"headline": "Ranking Metrics - Mean Average Precision corrections (#1486)",
"author_name": "Felipe Adachi",
"author_login": "FelipeAdachi",
"committed_at": "2024-03-19T13:10:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e87833c9a071c93013cf5cf92793285b0b7c4493",
"body": "Automated changes by\r\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\r\nGitHub action\r\n\r\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": false,
"headline": "Bump version to release version 1.3.26 (#1485)",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-03-15T22:50:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "164985cb6e18f72558943820b21d687a8917f3eb",
"body": "## Description\r\n\r\nThis PR:\r\n\r\n- Adds ndcg value expecations to the tests, not just counts\r\n- Changes convert_non_numeric=True to be used for string columns\r\n(integers, floats in scores and bools should use the default\r\nconvert_non_numeric=False )\r\n- adds score_column support: when a score is availab\n[…]\nelevance score\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).\r\n\r\n---------\r\n\r\nCo-authored-by: felipe207 <felipe@whylabs.ai>",
"is_bot": false,
"headline": "ndcg refactor (#1481)",
"author_name": "Felipe Adachi",
"author_login": "FelipeAdachi",
"committed_at": "2024-03-14T23:01:19Z",
"body_truncated": true,
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{
"oid": "0c7285661a7a14ef09399b77e8d1dc925e5b6a23",
"body": "…l (#1483)\n\n## Description\r\n\r\nThe ranking metrics example notebook has a bug when used with latest\r\nwhylogs version, while those bugs are being addressed let's pin the\r\ninstall to the version this notebook example was based on to mitigate.\r\n\r\n## Changes\r\n\r\n- specify version 1.3.21 when installing wh\n[…]\nd\r\n\r\nAvoids the error but does not address underlying root cause of #1480 \r\n\r\n\r\n- [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Update Ranking metrics notebook example to pin whylogs version instal…",
"author_name": "Jamie Broomall",
"author_login": "jamie256",
"committed_at": "2024-03-13T23:47:55Z",
"body_truncated": true,
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},
{
"oid": "d2695da79a474531282ded3e959ab80fc9786161",
"body": "This updates the example for BentoML to no longer use atexit or the\r\noriginal rolling logger, and it uses the more common (in BentoML\r\nexamples) function based service interface. It also highlights logging\r\nto multiple dataset ids within a single service.\r\n\r\nThe atexit only really works for toy loca\n[…]\n management hooks to do startup and shutdown\r\nrelated logic. The old logger couldn't gracefully handle multiple\r\ndataset ids either, it required changing the default dataset id between\r\nlogging calls.",
"is_bot": false,
"headline": "Update BentoML example (#1479)",
"author_name": "naddeoa",
"author_login": null,
"committed_at": "2024-03-08T20:36:16Z",
"body_truncated": true,
"is_coding_agent": false
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{
"oid": "303d1dbb8d45a9bc8f298287564455169b20b632",
"body": "Bump version to release version 1.3.25",
"is_bot": false,
"headline": "Merge pull request #1478 from whylabs/update_release_version",
"author_name": "whylabs-automator",
"author_login": "w0-automator",
"committed_at": "2024-03-06T16:59:21Z",
"body_truncated": false,
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},
{
"oid": "c96b529ad98ac3e10fc285e441aa707a4936a05e",
"body": null,
"is_bot": false,
"headline": "Merge branch 'mainline' into update_release_version",
"author_name": "whylabs-automator",
"author_login": "w0-automator",
"committed_at": "2024-03-06T16:47:26Z",
"body_truncated": false,
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},
{
"oid": "2c0fb93bf9a1f15627f474a5b8c27399f02c19c0",
"body": null,
"is_bot": false,
"headline": "Fixed typo in example notebook content (#1477)",
"author_name": "Darlan Tódero ten Caten",
"author_login": "darlantc",
"committed_at": "2024-03-05T23:42:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "03a31bc1d12377c9e0cb9050d15b480deea796a1",
"body": null,
"is_bot": true,
"headline": "Update version to 1.3.25",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2024-03-05T23:30:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e0817d176aee3ea62da754a267d6ae09508f062",
"body": "## Description\r\n\r\nfix missing : in nightly build test action\r\n\r\n- [ ] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md)\r\nand the [Code of Conduct](CODE_OF_CONDUCT.md).",
"is_bot": false,
"headline": "Fix missing colon (#1476)",
"author_name": "richard-rogers",
"author_login": "richard-rogers",
"committed_at": "2024-03-05T00:26:51Z",
"body_truncated": false,
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{
"oid": "127db5b47ab892d17efbb35e55b512f5d7f4acfb",
"body": "Fix types and remove dead code in actor classes",
"is_bot": false,
"headline": "Merge pull request #1475 from whylabs/container-updates",
"author_name": "naddeoa",
"author_login": null,
"committed_at": "2024-03-04T22:04:20Z",
"body_truncated": false,
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},
{
"oid": "42f7b7cba5fdc931079082eeb5efa0d138b2d8ce",
"body": "This helps when buliding whylogs into containers that don't have rw file\nsystem access.",
"is_bot": false,
"headline": "Don't write to disk in why.init if force_local=True",
"author_name": "Anthony Naddeo",
"author_login": null,
"committed_at": "2024-03-04T20:02:09Z",
"body_truncated": false,
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},
{
"oid": "f254891405fa50bfd56b839901ed5f15622a68ed",
"body": null,
"is_bot": false,
"headline": "Fix process rolling logger's pipe signaler too",
"author_name": "Anthony Naddeo",
"author_login": null,
"committed_at": "2024-03-04T19:56:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "73b8215aed9768de1234793fe1b263db8a4bae30",
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"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
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"points": 16.4,
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],
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{
"key": "track_record",
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"detail": "40 public repos, account ~6 yr old",
"points": 23.7,
"status": "partial",
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{
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"count": 40
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{
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{
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"value": 74,
"weight": 0.2,
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"note": null,
"notes": [],
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"points": 24,
"status": "met",
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{
"key": "tests_present",
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{
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{
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{
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{
"key": "openssf_scorecard_ci_tests",
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},
{
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"notes": [],
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"components": [
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{
"key": "documentation_directory",
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"status": "missed",
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{
"key": "documentation_homepage_site",
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"status": "met",
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{
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"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
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"name": "Topics",
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"points": 10,
"status": "met",
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"max_points": 10
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{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
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"details": [],
"max_points": 10
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}
],
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{
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"weight": 0.16,
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"points": 6.8,
"status": "partial",
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},
{
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"points": 6,
"status": "partial",
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{
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{
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{
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},
{
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "fuzzing",
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"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
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},
{
"key": "maintained",
"name": "Maintained",
"detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
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"points": 0,
"status": "excluded",
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"code": "no_data",
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{
"key": "pinned_dependencies",
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"points": 0,
"status": "missed",
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{
"key": "sast",
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"points": 3.5,
"status": "partial",
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"max_points": 5
},
{
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "signed_releases",
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"status": "excluded",
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"code": "no_data",
"params": {}
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{
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"status": "missed",
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},
{
"key": "vulnerabilities",
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"points": 0,
"status": "missed",
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}
]
},
{
"key": "dependency_advisories",
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"direct_affected_packages": 0
},
"components": [
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},
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],
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{
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"status": "missed",
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{
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"status": "missed",
"details": [
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"code": "no_dependency_automation",
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}
],
"max_points": 8
},
{
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"details": [],
"max_points": 10
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},
{
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"note": null,
"notes": [],
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"inputs": {
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"largest_source_bytes": 270687,
"source_files_sampled": 395,
"oversized_source_files": 2
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"components": [
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"points": 0,
"status": "missed",
"details": [
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"code": "no_typecheck_config_language",
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
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"points": 54.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
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"sampled": 395,
"oversized": 2
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},
{
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},
"components": [
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"status": "met",
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}
],
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{
"key": "mcp_server",
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"points": 0,
"status": "missed",
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"status": "met",
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"code": "file_list",
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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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
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],
"report_type": "repository",
"generated_at": "2026-07-21T22:33:04.873898Z",
"schema_version": "0.25.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/w/whylabs/whylogs.svg",
"full_name": "whylabs/whylogs",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v0.25.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.