Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-26 08:56 UTC
openscm / scmdata
Handling of Simple Climate Model data
openscm/scmdata erreicht einen Gesundheitsindex von 63 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (90/100) ab, am schwächsten bei Community & Adoption (38/100). Zuletzt vor 37 Tagen aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.
63
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.
63
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.
Eigentümerschaft
OpenSCMOrganisation
21 Follower15 öffentliche Reposseit März 2020
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 | Tags |
|---|---|---|---|---|---|---|
| PyPI | scmdata | 0.19.0 | - | 49 | vor 54 Tagen | datasimple-climate-modelclimatescm |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
55
Entwicklungsaktivität
41Gefährdet
Wie die Bewertung erfolgt
| 18/36 | Push-Aktualität — letzter Push vor 37 Tagen |
| 2.8/36 | Commit-Rhythmus — 4/52 Wochen mit Commits |
| 10.6/18 | Commit-Volumen — 14 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 14 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 14 |
| human_commit_share | 0,95 |
| days_since_last_push | 37 |
| active_weeks_last_year | 4 |
Release-Disziplin
76Gut
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 6 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 54 Tagen |
| 12.6/27 | Release-Rhythmus — ein Release etwa alle 191,5 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Verwendete Eingangsdaten
| releases_count | 6 |
| latest_release_tag | v0.19.0 |
| releases_from_tags | nein |
| days_since_latest_release | 54 |
| mean_days_between_releases | 191,5 |
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
38
Popularität & Verbreitung
22Kritisch
Wie die Bewertung erfolgt
| 14.6/60 | Stars — 9 Stars |
| 5.8/25 | Forks — 6 Forks |
| 1.7/15 | Watcher — 3 Watcher |
Verwendete Eingangsdaten
| forks | 6 |
| stars | 9 |
| watchers | 3 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
57Mittel
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (BSD-3-Clause) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | ja |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
66
Wie die Bewertung erfolgt
| 25.2/54 | Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab |
| 11.4/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 49 % der Commits |
| 8.1/13.5 | Breite der Beitragenden — 6 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 2 |
| contributors_sampled | 6 |
| top_contributor_share | 0,494 |
Wie die Bewertung erfolgt
| 28.2/46.8 | Issue-Lösungsquote — 60 % der Issues geschlossen |
| 29.5/38.3 | PR-Annahme — 183/237 entschiedene PRs gemergt |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 1/7 approved changesets -- score normalized to 1 |
Verwendete Eingangsdaten
| merged_prs | 183 |
| open_issues | 29 |
| closed_issues | 44 |
| issue_closed_ratio | 0,603 |
| closed_unmerged_prs | 54 |
Eigentümerschaft & Trägerschaft
60Mittel
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 9.7/25 | Reichweite des Inhabers — 21 Follower von openscm |
| 20.8/25 | Kontohistorie — 15 öffentliche Repos, Kontoalter ca. 6 Jahre |
Verwendete Eingangsdaten
| followers | 21 |
| owner_type | Organization |
| is_verified | — |
| owner_login | openscm |
| public_repos | 15 |
| account_age_days | 2.320 |
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 54 Tagen |
| 20/20 | Versionshistorie — 49 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | scmdata |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 54 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
90
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 6 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration — .pylintrc |
| 9.6/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 10/20 | OpenSSF Scorecard: CI-Tests — 2 out of 4 merged PRs checked by a CI test -- score normalized to 5 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
Dokumentation
100Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://scmdata.readthedocs.io |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 3 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | climate, data, data-visualization |
| has_wiki | ja |
| homepage | https://scmdata.readthedocs.io |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
61
Sicherheitslage
51Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — keine Daten |
| 1.2/2.5 | CI-Tests — 2 out of 4 merged PRs checked by a CI test -- score normalized to 5 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 1/7 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 6 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 14 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — keine Daten |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 5,1 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, packaging. 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 | 16 |
| 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:scmdata@0.19.0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 16 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
28Kritisch
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 27.5/40 | Lesbare Commit-Historie — 49 von 95 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,516 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 18/18 | Bootstrap mit einem Befehl — Makefile, docs/Makefile |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration — .pylintrc |
| 11/11 | Statische Typprüfung — src/scmdata/py.typed |
| 0/10 | Reproduzierbare Umgebung |
| 0/10 | Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100 |
| 8/8 | Automatisierte Wartung — 5 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates |
| 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 | — |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | Makefile, docs/Makefile |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | src/scmdata/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0,05 |
Wie die Bewertung erfolgt
| 27/45 | Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (src/scmdata/py.typed) |
| 53.1/55 | Handhabbare Dateigrößen — 2/59 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 126.940 |
| source_files_sampled | 59 |
| oversized_source_files | 2 |
Eckdaten
9GitHub-Sterne
6Mitwirkende
14Commits, letzte 12 Monate
37Tage seit letztem Push
6Releases
2Bus-Faktor
29offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 6 ⇿
0Sterne
6Forks
5Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 0Minor 3Patch 2
Jeder Punkt umfasst 5 Tage.
OpenSSF Scorecard 5.1 / 10
5.1Gesamtwert
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| k. A. | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 5 | CI-Tests | 2 out of 4 merged PRs checked by a CI test -- score normalized to 5 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 1/7 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 6 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 14 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| k. A. | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direkte Abhängigkeiten 22
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | cftime | >=1.5 | pyproject.toml |
| PyPI | numpy | * | pyproject.toml |
| PyPI | openscm-units | * | pyproject.toml |
| PyPI | packaging | * | pyproject.toml |
| PyPI | pandas | >=1.1 | pyproject.toml |
| PyPI | pint | * | pyproject.toml |
| PyPI | pint-pandas | * | pyproject.toml |
| PyPI | python-dateutil | * | pyproject.toml |
| PyPI | tqdm | * | pyproject.toml |
| PyPI | six | * | pyproject.toml |
| PyPI | xarray | * | pyproject.toml |
| PyPI | nc-time-axis | >=1.2.0 | pyproject.toml |
| PyPI | typing-extensions | * | pyproject.toml |
| PyPI | matplotlib | >=3.7.1 | pyproject.toml |
| PyPI | seaborn | >=0.12.0 | pyproject.toml |
| PyPI | netCDF4 | * | pyproject.toml |
| PyPI | openpyxl | * | pyproject.toml |
| PyPI | xlrd | * | pyproject.toml |
| PyPI | scipy | * | pyproject.toml |
| PyPI | joblib | * | pyproject.toml |
| PyPI | notebook | >=7 | pyproject.toml |
| PyPI | pyam-iamc | * | pyproject.toml |
Alle Abhängigkeiten 215
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 22 direkte und 193 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | cftime | 1.6.5 | direkt |
| PyPI | joblib | 1.5.3 | direkt |
| PyPI | matplotlib | 3.10.9 | direkt |
| PyPI | nc-time-axis | 1.4.1 | direkt |
| PyPI | netcdf4 | 1.7.3 | direkt |
| PyPI | notebook | 7.5.6 | direkt |
| PyPI | numpy | 2.2.6 | direkt |
| PyPI | openpyxl | 3.1.5 | direkt |
| PyPI | openscm-units | 0.6.3 | direkt |
| PyPI | packaging | 26.2 | direkt |
| PyPI | pandas | 2.3.3 | direkt |
| PyPI | pint | 0.24.4 | direkt |
| PyPI | pint-pandas | 0.7.1 | direkt |
| PyPI | pyam-iamc | 1.2.0 | direkt |
| PyPI | python-dateutil | 2.9.0.post0 | direkt |
| PyPI | scipy | 1.15.3 | direkt |
| PyPI | seaborn | 0.13.2 | direkt |
| PyPI | six | 1.17.0 | direkt |
| PyPI | tqdm | 4.67.3 | direkt |
| PyPI | typing-extensions | 4.15.0 | direkt |
| PyPI | xarray | 2025.6.1 | direkt |
| PyPI | xlrd | 2.0.2 | direkt |
| PyPI | alabaster | 0.7.16 | indirekt |
| PyPI | alembic | 1.18.4 | indirekt |
| PyPI | annotated-doc | 0.0.4 | indirekt |
| PyPI | annotated-types | 0.7.0 | indirekt |
| PyPI | anyio | 4.13.0 | indirekt |
| PyPI | appnope | 0.1.4 | indirekt |
| PyPI | argon2-cffi | 25.1.0 | indirekt |
| PyPI | argon2-cffi-bindings | 25.1.0 | indirekt |
| PyPI | arrow | 1.4.0 | indirekt |
| PyPI | asttokens | 3.0.1 | indirekt |
| PyPI | async-lru | 2.3.0 | indirekt |
| PyPI | attrs | 26.1.0 | indirekt |
| PyPI | babel | 2.18.0 | indirekt |
| PyPI | beautifulsoup4 | 4.14.3 | indirekt |
| PyPI | black | 23.11.0 | indirekt |
| PyPI | blackdoc | 0.3.8 | indirekt |
| PyPI | bleach | 6.3.0 | indirekt |
| PyPI | certifi | 2026.5.20 | indirekt |
| PyPI | cffi | 2.0.0 | indirekt |
| PyPI | cfgv | 3.5.0 | indirekt |
| PyPI | charset-normalizer | 3.4.7 | indirekt |
| PyPI | click | 8.4.1 | indirekt |
| PyPI | colorama | 0.4.6 | indirekt |
| PyPI | comm | 0.2.3 | indirekt |
| PyPI | contourpy | 1.3.2 | indirekt |
| PyPI | coverage | 7.14.1 | indirekt |
| PyPI | cycler | 0.12.1 | indirekt |
| PyPI | debugpy | 1.8.20 | indirekt |
| PyPI | decorator | 5.3.1 | indirekt |
| PyPI | defusedxml | 0.7.1 | indirekt |
| PyPI | distlib | 0.4.0 | indirekt |
| PyPI | docutils | 0.18.1 | indirekt |
| PyPI | et-xmlfile | 2.0.0 | indirekt |
| PyPI | exceptiongroup | 1.3.1 | indirekt |
| PyPI | executing | 2.2.1 | indirekt |
| PyPI | fastapi | 0.136.3 | indirekt |
| PyPI | fastjsonschema | 2.21.2 | indirekt |
| PyPI | filelock | 3.29.0 | indirekt |
| PyPI | flexcache | 0.3 | indirekt |
| PyPI | flexparser | 0.4 | indirekt |
| PyPI | fonttools | 4.63.0 | indirekt |
| PyPI | fqdn | 1.5.1 | indirekt |
| PyPI | globalwarmingpotentials | 0.13.2 | indirekt |
| PyPI | greenlet | 3.5.1 | indirekt |
| PyPI | h11 | 0.16.0 | indirekt |
| PyPI | h2 | 4.3.0 | indirekt |
| PyPI | hpack | 4.1.0 | indirekt |
| PyPI | httpcore | 1.0.9 | indirekt |
| PyPI | httpx | 0.28.1 | indirekt |
| PyPI | hyperframe | 6.1.0 | indirekt |
| PyPI | iam-units | 2026.5.18 | indirekt |
| PyPI | identify | 2.6.19 | indirekt |
| PyPI | idna | 3.17 | indirekt |
| PyPI | imagesize | 1.5.0 | indirekt |
| PyPI | importlib-metadata | 9.0.0 | indirekt |
| PyPI | incremental | 24.11.0 | indirekt |
| PyPI | iniconfig | 2.3.0 | indirekt |
| PyPI | ipykernel | 7.2.0 | indirekt |
| PyPI | ipython | 8.39.0 | indirekt |
| PyPI | ipython-pygments-lexers | 1.1.1 | indirekt |
| PyPI | isoduration | 20.11.0 | indirekt |
| PyPI | ixmp4 | 0.14.0 | indirekt |
| PyPI | jedi | 0.20.0 | indirekt |
| PyPI | jinja2 | 3.1.6 | indirekt |
| PyPI | json5 | 0.14.0 | indirekt |
| PyPI | jsonpointer | 3.1.1 | indirekt |
| PyPI | jsonschema | 4.26.0 | indirekt |
| PyPI | jsonschema-specifications | 2025.9.1 | indirekt |
| PyPI | jupyter-cache | 0.6.1 | indirekt |
| PyPI | jupyter-client | 8.8.0 | indirekt |
| PyPI | jupyter-core | 5.9.1 | indirekt |
| PyPI | jupyter-events | 0.12.1 | indirekt |
| PyPI | jupyter-lsp | 2.3.1 | indirekt |
| PyPI | jupyter-server | 2.19.0 | indirekt |
| PyPI | jupyter-server-terminals | 0.5.4 | indirekt |
| PyPI | jupyterlab | 4.5.7 | indirekt |
| PyPI | jupyterlab-pygments | 0.3.0 | indirekt |
| PyPI | jupyterlab-server | 2.28.0 | indirekt |
| PyPI | jupytext | 1.19.3 | indirekt |
| PyPI | kiwisolver | 1.5.0 | indirekt |
| PyPI | lark | 1.3.1 | indirekt |
| PyPI | librt | 0.11.0 | indirekt |
| PyPI | liccheck | 0.9.2 | indirekt |
| PyPI | mako | 1.3.12 | indirekt |
| PyPI | markdown-it-py | 2.2.0 | indirekt |
| PyPI | markupsafe | 3.0.3 | indirekt |
| PyPI | matplotlib-inline | 0.2.2 | indirekt |
| PyPI | mdit-py-plugins | 0.3.5 | indirekt |
| PyPI | mdurl | 0.1.2 | indirekt |
| PyPI | mistune | 3.2.1 | indirekt |
| PyPI | more-itertools | 11.1.0 | indirekt |
| PyPI | mypy | 1.20.2 | indirekt |
| PyPI | mypy-extensions | 1.1.0 | indirekt |
| PyPI | myst-nb | 0.17.2 | indirekt |
| PyPI | myst-parser | 0.18.1 | indirekt |
| PyPI | nbclient | 0.7.4 | indirekt |
| PyPI | nbconvert | 7.17.1 | indirekt |
| PyPI | nbformat | 5.10.4 | indirekt |
| PyPI | nest-asyncio | 1.6.0 | indirekt |
| PyPI | nodeenv | 1.10.0 | indirekt |
| PyPI | notebook-shim | 0.2.4 | indirekt |
| PyPI | overrides | 7.7.0 | indirekt |
| PyPI | pandas-stubs | 2.3.3.260113 | indirekt |
| PyPI | pandera | 0.31.1 | indirekt |
| PyPI | pandocfilters | 1.5.1 | indirekt |
| PyPI | parso | 0.8.7 | indirekt |
| PyPI | pathspec | 1.1.1 | indirekt |
| PyPI | pexpect | 4.9.0 | indirekt |
| PyPI | pillow | 12.2.0 | indirekt |
| PyPI | platformdirs | 4.10.0 | indirekt |
| PyPI | pluggy | 1.6.0 | indirekt |
| PyPI | pre-commit | 3.8.0 | indirekt |
| PyPI | prometheus-client | 0.25.0 | indirekt |
| PyPI | prompt-toolkit | 3.0.52 | indirekt |
| PyPI | psutil | 7.2.2 | indirekt |
| PyPI | psycopg | 3.3.4 | indirekt |
| PyPI | psycopg-binary | 3.3.4 | indirekt |
| PyPI | ptyprocess | 0.7.0 | indirekt |
| PyPI | pure-eval | 0.2.3 | indirekt |
| PyPI | py-cpuinfo | 9.0.0 | indirekt |
| PyPI | pycparser | 3.0 | indirekt |
| PyPI | pydantic | 2.13.4 | indirekt |
| PyPI | pydantic-core | 2.46.4 | indirekt |
| PyPI | pydantic-settings | 2.14.1 | indirekt |
| PyPI | pygments | 2.20.0 | indirekt |
| PyPI | pyjwt | 2.13.0 | indirekt |
| PyPI | pyparsing | 3.3.2 | indirekt |
| PyPI | pytest | 7.4.4 | indirekt |
| PyPI | pytest-benchmark | 5.0.1 | indirekt |
| PyPI | pytest-cov | 4.1.0 | indirekt |
| PyPI | python-discovery | 1.4.0 | indirekt |
| PyPI | python-dotenv | 1.2.2 | indirekt |
| PyPI | python-json-logger | 4.1.0 | indirekt |
| PyPI | pytz | 2026.2 | indirekt |
| PyPI | pywinpty | 3.0.3 | indirekt |
| PyPI | pyyaml | 6.0.3 | indirekt |
| PyPI | pyzmq | 27.1.0 | indirekt |
| PyPI | referencing | 0.37.0 | indirekt |
| PyPI | requests | 2.34.2 | indirekt |
| PyPI | rfc3339-validator | 0.1.4 | indirekt |
| PyPI | rfc3986-validator | 0.1.1 | indirekt |
| PyPI | rfc3987-syntax | 1.1.0 | indirekt |
| PyPI | rich | 15.0.0 | indirekt |
| PyPI | rpds-py | 0.30.0 | indirekt |
| PyPI | ruff | 0.1.6 | indirekt |
| PyPI | semantic-version | 2.10.0 | indirekt |
| PyPI | send2trash | 2.1.0 | indirekt |
| PyPI | setuptools | 80.10.2 | indirekt |
| PyPI | setuptools-scm | 10.0.5 | indirekt |
| PyPI | shellingham | 1.5.4 | indirekt |
| PyPI | snowballstemmer | 3.1.0 | indirekt |
| PyPI | soupsieve | 2.8.4 | indirekt |
| PyPI | sphinx | 5.3.0 | indirekt |
| PyPI | sphinx-autodoc-typehints | 1.23.0 | indirekt |
| PyPI | sphinx-autodocgen | 1.4 | indirekt |
| PyPI | sphinx-copybutton | 0.5.2 | indirekt |
| PyPI | sphinx-rtd-theme | 1.3.0 | indirekt |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | indirekt |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | indirekt |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | indirekt |
| PyPI | sphinxcontrib-jquery | 4.1 | indirekt |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirekt |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | indirekt |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirekt |
| PyPI | sqlalchemy | 2.0.50 | indirekt |
| PyPI | sqlalchemy-utils | 0.42.1 | indirekt |
| PyPI | stack-data | 0.6.3 | indirekt |
| PyPI | starlette | 1.2.1 | indirekt |
| PyPI | tabulate | 0.10.0 | indirekt |
| PyPI | terminado | 0.18.1 | indirekt |
| PyPI | tinycss2 | 1.4.0 | indirekt |
| PyPI | toml | 0.10.2 | indirekt |
| PyPI | tomli | 2.4.1 | indirekt |
| PyPI | tornado | 6.5.6 | indirekt |
| PyPI | towncrier | 23.11.0 | indirekt |
| PyPI | traitlets | 5.15.0 | indirekt |
| PyPI | typeguard | 4.5.2 | indirekt |
| PyPI | typer | 0.26.5 | indirekt |
| PyPI | types-pytz | 2026.2.0.20260518 | indirekt |
| PyPI | typing-inspect | 0.9.0 | indirekt |
| PyPI | typing-inspection | 0.4.2 | indirekt |
| PyPI | tzdata | 2026.2 | indirekt |
| PyPI | uri-template | 1.3.0 | indirekt |
| PyPI | urllib3 | 2.7.0 | indirekt |
| PyPI | vcs-versioning | 1.1.1 | indirekt |
| PyPI | virtualenv | 21.4.2 | indirekt |
| PyPI | wcwidth | 0.7.0 | indirekt |
| PyPI | webcolors | 25.10.0 | indirekt |
| PyPI | webencodings | 0.5.1 | indirekt |
| PyPI | websocket-client | 1.9.0 | indirekt |
| PyPI | wquantiles | 0.6 | indirekt |
| PyPI | xlsxwriter | 3.2.9 | indirekt |
| PyPI | zipp | 4.1.0 | indirekt |
Abhängigkeits-Advisories 0
Die Installation von pypi:scmdata@0.19.0 zieht 16 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
{
"data": {
"repo": {
"topics": [
"climate",
"data",
"data-visualization"
],
"is_fork": false,
"size_kb": 46907,
"has_wiki": true,
"homepage": "https://scmdata.readthedocs.io",
"languages": {
"Python": 615399,
"Makefile": 2188
},
"pushed_at": "2026-06-19T02:31:00Z",
"created_at": "2019-10-25T03:29:45Z",
"owner_type": "Organization",
"updated_at": "2026-06-18T23:46:13Z",
"description": "Handling of Simple Climate Model data",
"is_archived": false,
"is_disabled": false,
"license_spdx": "BSD-3-Clause",
"default_branch": "main",
"license_spdx_raw": "BSD-3-Clause",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": "OpenSCM",
"type": "Organization",
"login": "openscm",
"company": null,
"location": null,
"followers": 21,
"avatar_url": "https://avatars.githubusercontent.com/u/62363211?v=4",
"created_at": "2020-03-19T00:40:25Z",
"is_verified": null,
"public_repos": 15,
"account_age_days": 2320
},
"license": {
"state": "standard",
"spdx_id": "BSD-3-Clause",
"raw_spdx": "BSD-3-Clause",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.19.0",
"kind": "minor",
"published_at": "2026-06-01T16:43:47Z"
},
{
"tag": "v0.18.0",
"kind": "minor",
"published_at": "2025-04-30T15:43:49Z"
},
{
"tag": "v0.17.0",
"kind": "minor",
"published_at": "2024-01-29T07:29:31Z"
},
{
"tag": "v0.16.1",
"kind": "patch",
"published_at": "2023-10-18T15:16:41Z"
},
{
"tag": "v0.16.0",
"kind": "minor",
"published_at": "2023-10-18T14:37:36Z"
},
{
"tag": "v0.15.3",
"kind": "patch",
"published_at": "2023-10-18T08:32:57Z"
}
],
"recent_commits": [
{
"oid": "d1552dfbc8a9987a831877bd6195e6889975b94f",
"body": "Default low_memory=False when reading CSVs with the C parser",
"is_bot": false,
"headline": "Merge pull request #322 from openscm/fix/csv-low-memory-default",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2026-06-18T23:46:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "258fd3f0b714d1d4b8b24419564a5e3ce60ea0c1",
"body": null,
"is_bot": false,
"headline": "Add changelog fragment for PR #322",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2026-06-18T23:23:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10fe04f2023a9459b57f8d23d6e340ef5396f736",
"body": "pandas' default low_memory=True reads a CSV in chunks and infers each\ncolumn's dtype per chunk.\nFor mostly-null or mixed-type metadata columns this is non-deterministic\nacross runs and emits a DtypeWarning (\"Columns (N) have mixed types\"),\nso the same file can load as object on one machine and float\n[…]\ns a single, deterministic,\nquiet pass.\nThe option is only valid for the C parser, so it is left untouched for the\npython and pyarrow engines (which reject it), and an explicit caller value\nstill wins.",
"is_bot": false,
"headline": "Default low_memory=False when reading CSVs with the C parser",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2026-06-18T23:21:53Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "48a0be5d51fd0e0b9731fba81cb93f58d422a83b",
"body": null,
"is_bot": false,
"headline": "bump: version 0.18.0 -> 0.19.0",
"author_name": "Ben Sanderson",
"author_login": "benmsanderson",
"committed_at": "2026-06-01T16:32:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1e1a12a40003bf202c08f3ae824f3a83a95e6cf7",
"body": "Fix pandas 3.0 / xarray 2025+ compat across groupby, _xarray, run, netcdf",
"is_bot": false,
"headline": "Merge pull request #321 from benmsanderson/fix/pandas3-compat",
"author_name": "Ben Sanderson",
"author_login": "benmsanderson",
"committed_at": "2026-06-01T16:18:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "35147dbd2403bfd9a15d93b936d29bb7d2ac1372",
"body": null,
"is_bot": false,
"headline": "license checking",
"author_name": "Ben Sanderson",
"author_login": "benmsanderson",
"committed_at": "2026-06-01T16:04:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6203a78085c52dade66a6b239bc302c7d2bc8cbd",
"body": null,
"is_bot": false,
"headline": "pin setuptools <81",
"author_name": "Ben Sanderson",
"author_login": "benmsanderson",
"committed_at": "2026-06-01T15:52:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "49f51c5698aaea3c997db258a1dc92253f45da15",
"body": null,
"is_bot": false,
"headline": "add setuptools",
"author_name": "Ben Sanderson",
"author_login": "benmsanderson",
"committed_at": "2026-06-01T12:06:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0eb5678e9d3afbaf083af26283b0355da6a3cd5e",
"body": null,
"is_bot": false,
"headline": "drop 3.9 support",
"author_name": "Ben Sanderson",
"author_login": "benmsanderson",
"committed_at": "2026-06-01T11:31:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bb9a9beb9e3f463b6cb3da6e6985d51f30760290",
"body": null,
"is_bot": false,
"headline": "Expand PR #321 changelog to cover convert_unit, binary/unary ops, netcdf",
"author_name": "Ben Sanderson",
"author_login": "benmsanderson",
"committed_at": "2026-05-30T23:31:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6362496974dc8697d14afd65d282d2436d388e30",
"body": "…ation\n\nxarray 2025+ deprecates the bare use_cftime kwarg on\n`xr.load_dataset`, recommending instead that callers pass an\n`xr.coders.CFDatetimeCoder` via `decode_times`. The deprecation\nemits a FutureWarning on every `ScmRun.from_nc()` /\n`nc_to_run` call, which floods downstream notebook output.\n\nPrefer the new API when `xr.coders.CFDatetimeCoder` is available\nand fall back to the bare kwarg on older xarray (< 2024.09) where\nthe new coder does not exist.",
"is_bot": false,
"headline": "Route _read_nc through CFDatetimeCoder to silence xarray 2025+ deprec…",
"author_name": "Ben Sanderson",
"author_login": "benmsanderson",
"committed_at": "2026-05-30T23:31:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b8096224dc9da7808e3620f35cd4dfd7ad37572",
"body": "pandas 3.0 makes DataFrame.values return a read-only ndarray, so the\nexisting self._df.values[:] = ... idiom in convert_unit, _binary_op\nand _unary_op raises ValueError: assignment destination is read-only.\n\nSwitch to .iloc[:, :] = ..., which goes through pandas' indexer rather\nthan the underlying n\n[…]\nool-to-\nfloat cast that comparison ops (lt, eq, ne, etc.) relied on; .iloc is\ndtype-strict where the old .values write was not, so the explicit\ncast keeps the historical semantics of the result frame.",
"is_bot": false,
"headline": "Fix _df assignment under read-only DataFrame.values on pandas 3.x",
"author_name": "Ben Sanderson",
"author_login": "benmsanderson",
"committed_at": "2026-05-30T23:31:27Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ebeb601a736f606ab2f9a719f49029177eac0f86",
"body": null,
"is_bot": false,
"headline": "Add changelog fragment for PR #321",
"author_name": "Ben Sanderson",
"author_login": "benmsanderson",
"committed_at": "2026-05-23T18:12:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "539e468fa4911548af49511af40c3d2a366a35b5",
"body": "…itional indexing)\n\npandas 3.0 introduced two changes that scmdata 0.18 trips on for any\nmulti-scenario ScmRun:\n\n1. Default StringDtype inference. String columns now come back as\n pd.StringDtype rather than object. RunGroupBy.__init__ called\n numpy.issubdtype(col.dtype, numpy.number) to detect n\n[…]\nm-runner's\nNetCDFChunkWriter) currently cannot run.\n\nThe fixes are backward-compatible: pd.api.types.is_numeric_dtype and\nSeries.iloc[0] have been pandas's canonical APIs since well before\npandas 2.0.",
"is_bot": false,
"headline": "Fix two pandas 3.0 incompatibilities (StringDtype groupby, Series pos…",
"author_name": "Ben Sanderson",
"author_login": "benmsanderson",
"committed_at": "2026-05-23T18:11:42Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "edf9b62141c715b1b9a4394b4a7003702e6f3563",
"body": null,
"is_bot": false,
"headline": "bump: version 0.17.0 -> 0.18.0",
"author_name": "znicholls",
"author_login": null,
"committed_at": "2025-04-30T15:34:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9577830d54b1f3aadc942dc85e3c1e333532e54e",
"body": "Fix xarray pin",
"is_bot": false,
"headline": "Merge pull request #316 from openscm/xarray-update",
"author_name": "Zeb Nicholls",
"author_login": "znicholls",
"committed_at": "2025-04-30T15:31:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a89ec173058d26f963f417c9064b39629e8fb9a",
"body": null,
"is_bot": false,
"headline": "Fix test",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2025-04-30T15:16:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fd9cdef59f21b81a27a8ce7f8492192901b80aa8",
"body": null,
"is_bot": false,
"headline": "Try to fix more tests",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2025-04-30T14:52:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "14aac79e191efd5510246d9a0d5e70571f9aa986",
"body": null,
"is_bot": false,
"headline": "Add poetry export plugin to project deps",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2025-04-30T14:17:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6dff1175fbfb02d124d35da35a08e81a61e5a7c5",
"body": null,
"is_bot": false,
"headline": "Fix typo",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2025-04-30T14:13:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8c7505c5ed4746f9cad293ea7341aebfc9e098fd",
"body": null,
"is_bot": false,
"headline": "CHANGELOG",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2025-04-30T14:12:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b38434abfb0f2f71b9027aec66316b06a638c967",
"body": null,
"is_bot": false,
"headline": "Fix up tests",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2025-04-30T14:11:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f212616b3264824f17e4602dc7178a467af22d5f",
"body": null,
"is_bot": false,
"headline": "Fix xarray pin",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2025-04-30T08:14:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "112f969351c5e5e872956aecfeda5b5e332637b3",
"body": null,
"is_bot": false,
"headline": "bump: version 0.16.1 -> 0.17.0",
"author_name": "znicholls",
"author_login": null,
"committed_at": "2024-01-29T07:20:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de094286cd9e04a217f8e9b4e45009d02081cb2c",
"body": "Fix deprecation warnings",
"is_bot": false,
"headline": "Merge pull request #298 from openscm/future-warning-pd",
"author_name": "Zeb Nicholls",
"author_login": "znicholls",
"committed_at": "2024-01-29T06:55:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ea5bcb57ab10c50797924cca48dd0c475fb3978c",
"body": null,
"is_bot": false,
"headline": "Apply seaborn pin",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-01-29T06:51:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8643ec32da8f86f78bf242dd69f1e3c7bfa14541",
"body": null,
"is_bot": false,
"headline": "Fix yet another deprecation warning",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-01-23T06:57:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fd48c827ed7a731e0be700e3bde44b224a6c72de",
"body": null,
"is_bot": false,
"headline": "More info on failure",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-01-22T16:28:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b546fb8517db4956c64dc0ba440938c00aad0463",
"body": null,
"is_bot": false,
"headline": "Add missing comment",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-01-22T16:17:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "779804508215aee07645baeab2d7e65c761fd35f",
"body": null,
"is_bot": false,
"headline": "Fix up tests",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-01-22T16:16:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55836b5fdbcbd08ae844099208acd4bbf4516174",
"body": null,
"is_bot": false,
"headline": "CHANGELOG",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-01-22T16:07:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b22baa5f053bc50e049f069de59b99288460c022",
"body": null,
"is_bot": false,
"headline": "Remove seaborn misuse too",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-01-22T16:01:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dfbc9fb35c42b340521a40134666aefef84c4f44",
"body": null,
"is_bot": false,
"headline": "Workaround new pandas behaviour",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-12-28T17:02:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7813392bf974ce9454975423518c9249200cd1f9",
"body": "chore(deps-dev): update black requirement from 23.9.1 to 23.11.0",
"is_bot": false,
"headline": "Merge pull request #287 from openscm/dependabot/pip/black-23.11.0",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-11-20T20:29:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a1e47c8e34c99d720fc1dd67c1b9eea3ed62380",
"body": "chore(deps-dev): update ruff requirement from 0.1.1 to 0.1.6",
"is_bot": false,
"headline": "Merge pull request #289 from openscm/dependabot/pip/ruff-0.1.6",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-11-20T20:22:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b61470745871e30d4ffde1583cb3094a7ddb60e",
"body": null,
"is_bot": false,
"headline": "chore: Update pre-commit version",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-11-20T20:18:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c72a4e1ed1dc94bc61b17fe5c3b8c0c9b038d70",
"body": null,
"is_bot": false,
"headline": "chore: Update precommit hook version",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-11-20T20:16:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1ff87b252b7acdffc97981637021925aec57890",
"body": "Updates the requirements on [ruff](https://github.com/astral-sh/ruff) to permit the latest version.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/v0.1.1...v0.1.6)\n\n---\nupdated-dependencies:\n- dependency-name: ruff\n dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps-dev): update ruff requirement from 0.1.1 to 0.1.6",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2023-11-20T15:56:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb79b7cbe44663336ef86a15e7d52123988a7bb7",
"body": "Updates the requirements on [black](https://github.com/psf/black) to permit the latest version.\n- [Release notes](https://github.com/psf/black/releases)\n- [Changelog](https://github.com/psf/black/blob/main/CHANGES.md)\n- [Commits](https://github.com/psf/black/compare/23.9.1...23.11.0)\n\n---\nupdated-dependencies:\n- dependency-name: black\n dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps-dev): update black requirement from 23.9.1 to 23.11.0",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2023-11-13T15:40:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2962376875e36d5076ff15ecdff74acb91d83435",
"body": "chore(deps-dev): update ruff requirement from 0.0.288 to 0.1.1",
"is_bot": false,
"headline": "Merge pull request #280 from openscm/dependabot/pip/ruff-0.1.1",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-10-25T00:28:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "41637596c5c3e431964d9c85079821fb185721bb",
"body": null,
"is_bot": false,
"headline": "chore: Remove unused import",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-10-24T05:08:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8381349ab07519d4c8c7de3fd246639c8aecb221",
"body": "Updates the requirements on [ruff](https://github.com/astral-sh/ruff) to permit the latest version.\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/astral-sh/ruff/compare/v0.0.288...v0.1.1)\n\n---\nupdated-dependencies:\n- dependency-name: ruff\n dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps-dev): update ruff requirement from 0.0.288 to 0.1.1",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2023-10-23T16:03:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "223355deaa8d9edce1bbef6b9443d052601074db",
"body": null,
"is_bot": false,
"headline": "bump: version 0.16.0 -> 0.16.1",
"author_name": "znicholls",
"author_login": null,
"committed_at": "2023-10-18T15:07:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "417aa05689357dfc5e1ff460549abf4d00a14720",
"body": "Doctests",
"is_bot": false,
"headline": "Merge pull request #274 from openscm/doctests",
"author_name": "Zeb Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T15:05:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "657eab862f7a95d5ffad72931dde24249ba5d4a8",
"body": null,
"is_bot": false,
"headline": "Attempt to fix up coverage statistics",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T14:55:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba65c09f9319cbef65b4b0dbf8f17ed2c547e07b",
"body": null,
"is_bot": false,
"headline": "bump: version 0.15.3 -> 0.16.0",
"author_name": "znicholls",
"author_login": null,
"committed_at": "2023-10-18T14:28:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8ea30a044b856c8b2170410314799835afec7027",
"body": null,
"is_bot": false,
"headline": "Shorten examples",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T14:16:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "016df89c6e1019bae8af594e47362f1de12adc31",
"body": null,
"is_bot": false,
"headline": "Fix terminal width during doctests",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T14:16:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "042660ebecb0dfd61edbcba154624225fe9a0362",
"body": null,
"is_bot": false,
"headline": "Fix up changelog tense",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T14:16:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "09d458e44c8185b549802899f93a794ab2eee989",
"body": null,
"is_bot": false,
"headline": "CHANGELOG",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T14:16:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "905cadfa55ae6a88f40c5f9929548a62a80ab065",
"body": null,
"is_bot": false,
"headline": "Update CI",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T14:16:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "919d65b5fd68672299cc1923727fd2c266d9c3d0",
"body": null,
"is_bot": false,
"headline": "Pass doctests",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T14:16:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "46f7bf2962439c4bb210fb23e4e0b26dfc327749",
"body": "Update requirements in pyproject.toml",
"is_bot": false,
"headline": "Merge pull request #275 from openscm/loosen-requirements",
"author_name": "Zeb Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T13:17:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf80b1480f4d61ca4c2e9fe571d0bb33da5ea9f7",
"body": null,
"is_bot": false,
"headline": "CHANGELOG",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T13:08:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e2c94d1c2916382bb7956fa58793439cbcefd7b2",
"body": null,
"is_bot": false,
"headline": "Update CI",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T10:34:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1912b48478bf91221a749eccc7dd5e11fe2dbbb8",
"body": null,
"is_bot": false,
"headline": "Drop Python 3.8",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T10:24:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6153b2d4f18b600118d322851c84336776d3fa38",
"body": null,
"is_bot": false,
"headline": "Loosen off further",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T10:13:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4fc8d4e8d7e4b40421fb21607a8dbf2ddab16ba2",
"body": null,
"is_bot": false,
"headline": "Put Python 3.8 support back in",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T10:03:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d0ac3e715aac09d7b4576e2134cc3b4d228137e1",
"body": null,
"is_bot": false,
"headline": "Update requirements in pyproject.toml",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-18T09:52:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5cb65a59e32711a095abe0a6251266117673eb9d",
"body": "chore(deps-dev): update pandas-stubs requirement from <2 to <3",
"is_bot": false,
"headline": "Merge pull request #270 from openscm/dependabot/pip/pandas-stubs-lt-3",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-10-16T22:11:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "302fac8ecf2f6a2457fc509696dbc6e20a7b5e0a",
"body": "Updates the requirements on [pandas-stubs](https://github.com/pandas-dev/pandas-stubs) to permit the latest version.\n- [Changelog](https://github.com/pandas-dev/pandas-stubs/blob/main/docs/release_procedure.md)\n- [Commits](https://github.com/pandas-dev/pandas-stubs/compare/v1.4.3.220702...v2.0.2.230605)\n\n---\nupdated-dependencies:\n- dependency-name: pandas-stubs\n dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps-dev): update pandas-stubs requirement from <2 to <3",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2023-10-16T16:21:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f0dde602b12908c823b19f49be96ca2f10ba4652",
"body": "Refactor apply_parallel",
"is_bot": false,
"headline": "Merge pull request #268 from openscm/ruff",
"author_name": "Zeb Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-16T12:22:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "44886a09ffaefca9cab31ebc56e2a74ef9ad99c2",
"body": "Refactor apply parallel",
"is_bot": false,
"headline": "Merge pull request #269 from openscm/refactor-apply-parallel",
"author_name": "Zeb Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-16T11:47:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "940c00632a41580dc6df989c5ffedadfb14c94ca",
"body": null,
"is_bot": false,
"headline": "Update docstring",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-16T11:39:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d5d60664aabb676c96863e8b3107917e5e7bedc",
"body": null,
"is_bot": false,
"headline": "Fix up docs indentation",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-13T10:28:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3306cd65a4513eeb05f2132bcd9ff8524185f9d5",
"body": "Co-authored-by: Mika Pflüger <mika.pflueger@climate-resource.com>",
"is_bot": false,
"headline": "Apply suggestions from code review",
"author_name": "Zeb Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-13T10:28:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a3bede627b3fd9f1414aebd8bc010444b13b538e",
"body": null,
"is_bot": false,
"headline": "CHANGELOG",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-13T10:28:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "50717374096816b45626348dc49ac644218f3087",
"body": null,
"is_bot": false,
"headline": "Update docs",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-13T10:28:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "82fe92ca465c4167aa2906c67ef0518da93fe3fb",
"body": null,
"is_bot": false,
"headline": "Refactor apply_parallel",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-13T10:28:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f984d8a423d8193b96f6c143838f3efc727940e6",
"body": null,
"is_bot": false,
"headline": "Turn on Python 3.8 tests",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-13T10:27:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "69b3cbde79b55189c18a1315288936a5a5ad18d7",
"body": null,
"is_bot": false,
"headline": "Add future annotations to groupby",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-13T10:27:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9adce7dfdfb37206a2857190a9a8e1897348ee79",
"body": "feat: Add `apply_parallel` function to RunGroupBy",
"is_bot": false,
"headline": "Merge pull request #262 from openscm/speed-improvements",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-10-13T10:26:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bada92343eccf6c1829957233d1c33f7ca64512d",
"body": null,
"is_bot": false,
"headline": "docs: changelog",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-10-13T10:09:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d9f26954e689bf3b42abc687b2e4194767f7f3d3",
"body": "Fix bump CI action",
"is_bot": false,
"headline": "Merge pull request #267 from openscm/fix-bump",
"author_name": "Zeb Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-12T11:20:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "da76fffdedc1c8526f5434ee7f465bb5f9a1debb",
"body": null,
"is_bot": false,
"headline": "Fix up leftover",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-12T11:04:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a40604bdd00311f59e61beebb24b6e0082926e19",
"body": null,
"is_bot": false,
"headline": "CHANGELOG",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-12T09:45:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb27c6c62f79c8a2723defa945308de0d2be50cf",
"body": null,
"is_bot": false,
"headline": "Remove redundant line",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-12T09:30:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4f9c3eaf682200d54de146300968e8238d7b0a8d",
"body": null,
"is_bot": false,
"headline": "bump: version 0.15.2 -> 0.15.3",
"author_name": "znicholls",
"author_login": null,
"committed_at": "2023-10-12T09:28:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a63fb602c5a5be98e111173e51a37b7b406a922",
"body": null,
"is_bot": false,
"headline": "Add installation steps to bump",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-12T09:26:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "51b687ca2915498e728b774e9c1263213e48c7a6",
"body": "…d-lt-3\n\nUpdate pandas requirement from <2,>=1.1 to >=1.1,<3",
"is_bot": false,
"headline": "Merge pull request #235 from openscm/dependabot/pip/pandas-gte-1.1-an…",
"author_name": "Zeb Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-12T08:32:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "97c3f175ee37897ff69e7b0a915a9a8adc71a33e",
"body": null,
"is_bot": false,
"headline": "Fix CI",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-12T08:18:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "64a60c238dfa03a9b6e6379d958ede7dd8cd8544",
"body": null,
"is_bot": false,
"headline": "Fix tests",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2023-10-12T07:26:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "553302003a7b15e362b050b40baf9b2012a432ff",
"body": "Updates the requirements on [pandas](https://github.com/pandas-dev/pandas) to permit the latest version.\n- [Release notes](https://github.com/pandas-dev/pandas/releases)\n- [Commits](https://github.com/pandas-dev/pandas/compare/v1.1.0...v2.0.1)\n\n---\nupdated-dependencies:\n- dependency-name: pandas\n dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Update pandas requirement from <2,>=1.1 to >=1.1,<3",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2023-10-11T21:35:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5bd6eb3382bcc9e0564888673c52b0f3a7f82e81",
"body": null,
"is_bot": false,
"headline": "chore: fix up coverage",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-21T05:58:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7a176ecec4f207cc335c449edcda66bd0d51333",
"body": null,
"is_bot": false,
"headline": "chore: testing",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-21T05:21:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d1f0564f2eee61478996550a18f6b54c5dd456eb",
"body": null,
"is_bot": false,
"headline": "chore: Type adjustments",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-21T04:50:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eca06f7fab519753680b18d1d3c5559dfceb16d0",
"body": null,
"is_bot": false,
"headline": "chore: Missing \"\"",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-21T04:30:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "08a00b7cdc207dbdbf507a9af9eeb7504cda0d8e",
"body": null,
"is_bot": false,
"headline": "chore: Apply more type hints",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-21T04:28:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0cc9bb885ca20d43f7764d0d453806416cacb3c4",
"body": "Parallelises the apply call using joblib",
"is_bot": false,
"headline": "feat: Add `apply_parallel` function to RunGroupBy",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-21T02:56:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d323b816f37f1032d98717521269ce991f7834ea",
"body": "Copier template",
"is_bot": false,
"headline": "Merge pull request #260 from openscm/copier-template",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-17T12:12:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "500aa222a8c4ad18388d78f646d9e5ae9ec913f6",
"body": null,
"is_bot": false,
"headline": "chore: Allow mypy job to fail until resolved",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-17T12:03:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "099b2db233fcfaf3606668a6f54411e5925068cb",
"body": null,
"is_bot": false,
"headline": "chore: Add Mika to the author list",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-17T11:55:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "44a0c19f2669fb58a3f8e936ca966e50abf42d57",
"body": null,
"is_bot": false,
"headline": "chore: Fix easy doctests",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-14T02:14:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9982914832a3377bda744537a7c7ec04e4eae32d",
"body": null,
"is_bot": false,
"headline": "chore: Remove optional group from install",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-14T01:31:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8143c640d08a06b036c4cf06e7bc90ada5a9a9bd",
"body": null,
"is_bot": false,
"headline": "chore: Fix tests",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-14T01:23:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4ccdd594d744de5b2371fcd7d022b4c0efd6f149",
"body": null,
"is_bot": false,
"headline": "chore: Fix docs",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-14T01:09:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3c0005319d4ad298c60c06ea2db85f83b13063ad",
"body": null,
"is_bot": false,
"headline": "chore: Fix ruff checks",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-14T00:18:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "279bdb1908d6912a350b1b955e5f0e52032d1abf",
"body": null,
"is_bot": false,
"headline": "chore: Cleanup readme",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-12T05:00:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "95544ea15c689c85c941fb59c7a42e8e40a270cf",
"body": null,
"is_bot": false,
"headline": "chore: Bumping versions for numpy and black",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-12T04:58:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf0873355fcd66ed90ce9eff7f97c580f6faed7b",
"body": null,
"is_bot": false,
"headline": "chore: Initial migration",
"author_name": "Jared Lewis",
"author_login": "lewisjared",
"committed_at": "2023-09-12T04:56:28Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 6,
"commits_last_year": 14,
"latest_release_at": "2026-06-01T16:43:47Z",
"latest_release_tag": "v0.19.0",
"releases_from_tags": false,
"days_since_last_push": 37,
"active_weeks_last_year": 4,
"days_since_latest_release": 54,
"mean_days_between_releases": 191.5
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 50,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "scmdata",
"exists": true,
"license": null,
"keywords": [
"data",
"simple climate model",
"climate",
"scm",
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14"
],
"ecosystem": "pypi",
"matches_repo": null,
"registry_url": "https://pypi.org/project/scmdata/",
"is_deprecated": false,
"latest_version": "0.19.0",
"repository_url": null,
"versions_count": 49,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2019-10-29T01:38:07.760105Z",
"latest_published_at": "2026-06-01T16:46:53.829578Z",
"latest_version_yanked": null,
"days_since_latest_publish": 54
}
]
},
"popularity": {
"forks": 6,
"stars": 9,
"watchers": 3,
"fork_history": {
"days": [
{
"date": "2021-11-11",
"count": 1
},
{
"date": "2022-04-04",
"count": 1
},
{
"date": "2023-04-03",
"count": 1
},
{
"date": "2023-04-27",
"count": 1
},
{
"date": "2023-11-18",
"count": 1
},
{
"date": "2026-05-22",
"count": 1
}
],
"complete": true,
"collected": 6,
"total_forks": 6
},
"star_history": null,
"open_issues_and_prs": 42
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"Makefile",
"docs/Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"src/scmdata/py.typed"
],
"toolchain_manifests": [],
"largest_source_bytes": 126940,
"source_files_sampled": 59,
"oversized_source_files": 2,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 16,
"malicious_count": 0,
"assessed_package": "pypi:scmdata@0.19.0",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "cftime",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.5"
},
{
"name": "numpy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "openscm-units",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "packaging",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "pandas",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.1"
},
{
"name": "pint",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "pint-pandas",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "python-dateutil",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "tqdm",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "six",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "xarray",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "nc-time-axis",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.2.0"
},
{
"name": "typing-extensions",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "matplotlib",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.7.1"
},
{
"name": "seaborn",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.12.0"
},
{
"name": "netCDF4",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "openpyxl",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "xlrd",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "scipy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "joblib",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
},
{
"name": "notebook",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=7"
},
{
"name": "pyam-iamc",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "*"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "cftime",
"direct": true,
"version": "1.6.5",
"ecosystem": "pypi"
},
{
"name": "joblib",
"direct": true,
"version": "1.5.3",
"ecosystem": "pypi"
},
{
"name": "matplotlib",
"direct": true,
"version": "3.10.9",
"ecosystem": "pypi"
},
{
"name": "nc-time-axis",
"direct": true,
"version": "1.4.1",
"ecosystem": "pypi"
},
{
"name": "netcdf4",
"direct": true,
"version": "1.7.3",
"ecosystem": "pypi"
},
{
"name": "notebook",
"direct": true,
"version": "7.5.6",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": true,
"version": "2.2.6",
"ecosystem": "pypi"
},
{
"name": "openpyxl",
"direct": true,
"version": "3.1.5",
"ecosystem": "pypi"
},
{
"name": "openscm-units",
"direct": true,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": true,
"version": "26.2",
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": true,
"version": "2.3.3",
"ecosystem": "pypi"
},
{
"name": "pint",
"direct": true,
"version": "0.24.4",
"ecosystem": "pypi"
},
{
"name": "pint-pandas",
"direct": true,
"version": "0.7.1",
"ecosystem": "pypi"
},
{
"name": "pyam-iamc",
"direct": true,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": true,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": true,
"version": "1.15.3",
"ecosystem": "pypi"
},
{
"name": "seaborn",
"direct": true,
"version": "0.13.2",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": true,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": true,
"version": "4.67.3",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": true,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "xarray",
"direct": true,
"version": "2025.6.1",
"ecosystem": "pypi"
},
{
"name": "xlrd",
"direct": true,
"version": "2.0.2",
"ecosystem": "pypi"
},
{
"name": "alabaster",
"direct": false,
"version": "0.7.16",
"ecosystem": "pypi"
},
{
"name": "alembic",
"direct": false,
"version": "1.18.4",
"ecosystem": "pypi"
},
{
"name": "annotated-doc",
"direct": false,
"version": "0.0.4",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.13.0",
"ecosystem": "pypi"
},
{
"name": "appnope",
"direct": false,
"version": "0.1.4",
"ecosystem": "pypi"
},
{
"name": "argon2-cffi",
"direct": false,
"version": "25.1.0",
"ecosystem": "pypi"
},
{
"name": "argon2-cffi-bindings",
"direct": false,
"version": "25.1.0",
"ecosystem": "pypi"
},
{
"name": "arrow",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "asttokens",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "async-lru",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "26.1.0",
"ecosystem": "pypi"
},
{
"name": "babel",
"direct": false,
"version": "2.18.0",
"ecosystem": "pypi"
},
{
"name": "beautifulsoup4",
"direct": false,
"version": "4.14.3",
"ecosystem": "pypi"
},
{
"name": "black",
"direct": false,
"version": "23.11.0",
"ecosystem": "pypi"
},
{
"name": "blackdoc",
"direct": false,
"version": "0.3.8",
"ecosystem": "pypi"
},
{
"name": "bleach",
"direct": false,
"version": "6.3.0",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.5.20",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.5.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.7",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.4.1",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "comm",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "contourpy",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.14.1",
"ecosystem": "pypi"
},
{
"name": "cycler",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "debugpy",
"direct": false,
"version": "1.8.20",
"ecosystem": "pypi"
},
{
"name": "decorator",
"direct": false,
"version": "5.3.1",
"ecosystem": "pypi"
},
{
"name": "defusedxml",
"direct": false,
"version": "0.7.1",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": "0.18.1",
"ecosystem": "pypi"
},
{
"name": "et-xmlfile",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "executing",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": "0.136.3",
"ecosystem": "pypi"
},
{
"name": "fastjsonschema",
"direct": false,
"version": "2.21.2",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.29.0",
"ecosystem": "pypi"
},
{
"name": "flexcache",
"direct": false,
"version": "0.3",
"ecosystem": "pypi"
},
{
"name": "flexparser",
"direct": false,
"version": "0.4",
"ecosystem": "pypi"
},
{
"name": "fonttools",
"direct": false,
"version": "4.63.0",
"ecosystem": "pypi"
},
{
"name": "fqdn",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "globalwarmingpotentials",
"direct": false,
"version": "0.13.2",
"ecosystem": "pypi"
},
{
"name": "greenlet",
"direct": false,
"version": "3.5.1",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "h2",
"direct": false,
"version": "4.3.0",
"ecosystem": "pypi"
},
{
"name": "hpack",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": false,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "hyperframe",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "iam-units",
"direct": false,
"version": "2026.5.18",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.19",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.17",
"ecosystem": "pypi"
},
{
"name": "imagesize",
"direct": false,
"version": "1.5.0",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "9.0.0",
"ecosystem": "pypi"
},
{
"name": "incremental",
"direct": false,
"version": "24.11.0",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "ipykernel",
"direct": false,
"version": "7.2.0",
"ecosystem": "pypi"
},
{
"name": "ipython",
"direct": false,
"version": "8.39.0",
"ecosystem": "pypi"
},
{
"name": "ipython-pygments-lexers",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "isoduration",
"direct": false,
"version": "20.11.0",
"ecosystem": "pypi"
},
{
"name": "ixmp4",
"direct": false,
"version": "0.14.0",
"ecosystem": "pypi"
},
{
"name": "jedi",
"direct": false,
"version": "0.20.0",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "json5",
"direct": false,
"version": "0.14.0",
"ecosystem": "pypi"
},
{
"name": "jsonpointer",
"direct": false,
"version": "3.1.1",
"ecosystem": "pypi"
},
{
"name": "jsonschema",
"direct": false,
"version": "4.26.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema-specifications",
"direct": false,
"version": "2025.9.1",
"ecosystem": "pypi"
},
{
"name": "jupyter-cache",
"direct": false,
"version": "0.6.1",
"ecosystem": "pypi"
},
{
"name": "jupyter-client",
"direct": false,
"version": "8.8.0",
"ecosystem": "pypi"
},
{
"name": "jupyter-core",
"direct": false,
"version": "5.9.1",
"ecosystem": "pypi"
},
{
"name": "jupyter-events",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "jupyter-lsp",
"direct": false,
"version": "2.3.1",
"ecosystem": "pypi"
},
{
"name": "jupyter-server",
"direct": false,
"version": "2.19.0",
"ecosystem": "pypi"
},
{
"name": "jupyter-server-terminals",
"direct": false,
"version": "0.5.4",
"ecosystem": "pypi"
},
{
"name": "jupyterlab",
"direct": false,
"version": "4.5.7",
"ecosystem": "pypi"
},
{
"name": "jupyterlab-pygments",
"direct": false,
"version": "0.3.0",
"ecosystem": "pypi"
},
{
"name": "jupyterlab-server",
"direct": false,
"version": "2.28.0",
"ecosystem": "pypi"
},
{
"name": "jupytext",
"direct": false,
"version": "1.19.3",
"ecosystem": "pypi"
},
{
"name": "kiwisolver",
"direct": false,
"version": "1.5.0",
"ecosystem": "pypi"
},
{
"name": "lark",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "librt",
"direct": false,
"version": "0.11.0",
"ecosystem": "pypi"
},
{
"name": "liccheck",
"direct": false,
"version": "0.9.2",
"ecosystem": "pypi"
},
{
"name": "mako",
"direct": false,
"version": "1.3.12",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.3",
"ecosystem": "pypi"
},
{
"name": "matplotlib-inline",
"direct": false,
"version": "0.2.2",
"ecosystem": "pypi"
},
{
"name": "mdit-py-plugins",
"direct": false,
"version": "0.3.5",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "mistune",
"direct": false,
"version": "3.2.1",
"ecosystem": "pypi"
},
{
"name": "more-itertools",
"direct": false,
"version": "11.1.0",
"ecosystem": "pypi"
},
{
"name": "mypy",
"direct": false,
"version": "1.20.2",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "myst-nb",
"direct": false,
"version": "0.17.2",
"ecosystem": "pypi"
},
{
"name": "myst-parser",
"direct": false,
"version": "0.18.1",
"ecosystem": "pypi"
},
{
"name": "nbclient",
"direct": false,
"version": "0.7.4",
"ecosystem": "pypi"
},
{
"name": "nbconvert",
"direct": false,
"version": "7.17.1",
"ecosystem": "pypi"
},
{
"name": "nbformat",
"direct": false,
"version": "5.10.4",
"ecosystem": "pypi"
},
{
"name": "nest-asyncio",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.10.0",
"ecosystem": "pypi"
},
{
"name": "notebook-shim",
"direct": false,
"version": "0.2.4",
"ecosystem": "pypi"
},
{
"name": "overrides",
"direct": false,
"version": "7.7.0",
"ecosystem": "pypi"
},
{
"name": "pandas-stubs",
"direct": false,
"version": "2.3.3.260113",
"ecosystem": "pypi"
},
{
"name": "pandera",
"direct": false,
"version": "0.31.1",
"ecosystem": "pypi"
},
{
"name": "pandocfilters",
"direct": false,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "parso",
"direct": false,
"version": "0.8.7",
"ecosystem": "pypi"
},
{
"name": "pathspec",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "pexpect",
"direct": false,
"version": "4.9.0",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": false,
"version": "12.2.0",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.10.0",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "3.8.0",
"ecosystem": "pypi"
},
{
"name": "prometheus-client",
"direct": false,
"version": "0.25.0",
"ecosystem": "pypi"
},
{
"name": "prompt-toolkit",
"direct": false,
"version": "3.0.52",
"ecosystem": "pypi"
},
{
"name": "psutil",
"direct": false,
"version": "7.2.2",
"ecosystem": "pypi"
},
{
"name": "psycopg",
"direct": false,
"version": "3.3.4",
"ecosystem": "pypi"
},
{
"name": "psycopg-binary",
"direct": false,
"version": "3.3.4",
"ecosystem": "pypi"
},
{
"name": "ptyprocess",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "pure-eval",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "py-cpuinfo",
"direct": false,
"version": "9.0.0",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "3.0",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": "2.13.4",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.46.4",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.14.1",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.20.0",
"ecosystem": "pypi"
},
{
"name": "pyjwt",
"direct": false,
"version": "2.13.0",
"ecosystem": "pypi"
},
{
"name": "pyparsing",
"direct": false,
"version": "3.3.2",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "7.4.4",
"ecosystem": "pypi"
},
{
"name": "pytest-benchmark",
"direct": false,
"version": "5.0.1",
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "python-discovery",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "python-json-logger",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "pytz",
"direct": false,
"version": "2026.2",
"ecosystem": "pypi"
},
{
"name": "pywinpty",
"direct": false,
"version": "3.0.3",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "pyzmq",
"direct": false,
"version": "27.1.0",
"ecosystem": "pypi"
},
{
"name": "referencing",
"direct": false,
"version": "0.37.0",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.34.2",
"ecosystem": "pypi"
},
{
"name": "rfc3339-validator",
"direct": false,
"version": "0.1.4",
"ecosystem": "pypi"
},
{
"name": "rfc3986-validator",
"direct": false,
"version": "0.1.1",
"ecosystem": "pypi"
},
{
"name": "rfc3987-syntax",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "15.0.0",
"ecosystem": "pypi"
},
{
"name": "rpds-py",
"direct": false,
"version": "0.30.0",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.1.6",
"ecosystem": "pypi"
},
{
"name": "semantic-version",
"direct": false,
"version": "2.10.0",
"ecosystem": "pypi"
},
{
"name": "send2trash",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": "80.10.2",
"ecosystem": "pypi"
},
{
"name": "setuptools-scm",
"direct": false,
"version": "10.0.5",
"ecosystem": "pypi"
},
{
"name": "shellingham",
"direct": false,
"version": "1.5.4",
"ecosystem": "pypi"
},
{
"name": "snowballstemmer",
"direct": false,
"version": "3.1.0",
"ecosystem": "pypi"
},
{
"name": "soupsieve",
"direct": false,
"version": "2.8.4",
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": "5.3.0",
"ecosystem": "pypi"
},
{
"name": "sphinx-autodoc-typehints",
"direct": false,
"version": "1.23.0",
"ecosystem": "pypi"
},
{
"name": "sphinx-autodocgen",
"direct": false,
"version": "1.4",
"ecosystem": "pypi"
},
{
"name": "sphinx-copybutton",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "sphinx-rtd-theme",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-applehelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-devhelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-htmlhelp",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-jquery",
"direct": false,
"version": "4.1",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-jsmath",
"direct": false,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-qthelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-serializinghtml",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy",
"direct": false,
"version": "2.0.50",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy-utils",
"direct": false,
"version": "0.42.1",
"ecosystem": "pypi"
},
{
"name": "stack-data",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "1.2.1",
"ecosystem": "pypi"
},
{
"name": "tabulate",
"direct": false,
"version": "0.10.0",
"ecosystem": "pypi"
},
{
"name": "terminado",
"direct": false,
"version": "0.18.1",
"ecosystem": "pypi"
},
{
"name": "tinycss2",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "toml",
"direct": false,
"version": "0.10.2",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.4.1",
"ecosystem": "pypi"
},
{
"name": "tornado",
"direct": false,
"version": "6.5.6",
"ecosystem": "pypi"
},
{
"name": "towncrier",
"direct": false,
"version": "23.11.0",
"ecosystem": "pypi"
},
{
"name": "traitlets",
"direct": false,
"version": "5.15.0",
"ecosystem": "pypi"
},
{
"name": "typeguard",
"direct": false,
"version": "4.5.2",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.26.5",
"ecosystem": "pypi"
},
{
"name": "types-pytz",
"direct": false,
"version": "2026.2.0.20260518",
"ecosystem": "pypi"
},
{
"name": "typing-inspect",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "tzdata",
"direct": false,
"version": "2026.2",
"ecosystem": "pypi"
},
{
"name": "uri-template",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.7.0",
"ecosystem": "pypi"
},
{
"name": "vcs-versioning",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "21.4.2",
"ecosystem": "pypi"
},
{
"name": "wcwidth",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "webcolors",
"direct": false,
"version": "25.10.0",
"ecosystem": "pypi"
},
{
"name": "webencodings",
"direct": false,
"version": "0.5.1",
"ecosystem": "pypi"
},
{
"name": "websocket-client",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "wquantiles",
"direct": false,
"version": "0.6",
"ecosystem": "pypi"
},
{
"name": "xlsxwriter",
"direct": false,
"version": "3.2.9",
"ecosystem": "pypi"
},
{
"name": "zipp",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 215,
"direct_count": 22,
"indirect_count": 193
}
},
"maintainership": {
"issues": {
"open_prs": 13,
"merged_prs": 183,
"open_issues": 29,
"closed_ratio": 0.603,
"closed_issues": 44,
"closed_unmerged_prs": 54
},
"bus_factor": 2,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "znicholls",
"commits": 727,
"avatar_url": "https://avatars.githubusercontent.com/u/23625371?v=4"
},
{
"type": "User",
"login": "lewisjared",
"commits": 721,
"avatar_url": "https://avatars.githubusercontent.com/u/1332673?v=4"
},
{
"type": "User",
"login": "benmsanderson",
"commits": 11,
"avatar_url": "https://avatars.githubusercontent.com/u/18558180?v=4"
},
{
"type": "User",
"login": "mikapfl",
"commits": 9,
"avatar_url": "https://avatars.githubusercontent.com/u/7226087?v=4"
},
{
"type": "User",
"login": "chrisroadmap",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/7061148?v=4"
},
{
"type": "User",
"login": "SamantaTarun",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/55488549?v=4"
}
],
"contributors_sampled": 6,
"top_contributor_share": 0.494
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"bump.yaml",
"ci.yaml",
"deploy.yaml",
"install-conda.yml",
"install.yaml",
"release.yaml"
],
"has_docs_dir": true,
"linter_configs": [
".pylintrc"
],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": null,
"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 5,
"reason": "2 out of 4 merged PRs checked by a CI test -- score normalized to 5",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 1,
"reason": "Found 1/7 approved changesets -- score normalized to 1",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 6 contributing companies or organizations",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "14 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": null,
"reason": "packaging workflow not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": 0,
"reason": "Project has not signed or included provenance with any releases.",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "d1552dfbc8a9987a831877bd6195e6889975b94f",
"ran_at": "2026-07-26T08:56:11Z",
"aggregate_score": 5.1,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": true
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-22T03:28:26Z",
"oldest_open_prs": [
{
"number": 128,
"created_at": "2020-09-28T04:20:35Z",
"last_comment_at": "2020-09-28T04:20:39Z",
"last_comment_author": "review-notebook-app"
},
{
"number": 129,
"created_at": "2020-09-29T08:04:38Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 152,
"created_at": "2021-05-03T09:30:08Z",
"last_comment_at": "2021-05-03T09:34:48Z",
"last_comment_author": "codecov"
},
{
"number": 153,
"created_at": "2021-05-04T02:02:54Z",
"last_comment_at": "2021-05-04T02:06:47Z",
"last_comment_author": "codecov"
},
{
"number": 198,
"created_at": "2022-05-21T12:38:15Z",
"last_comment_at": "2022-05-21T15:24:31Z",
"last_comment_author": "codecov"
},
{
"number": 214,
"created_at": "2022-11-03T00:57:51Z",
"last_comment_at": "2022-11-03T01:03:20Z",
"last_comment_author": "codecov"
},
{
"number": 284,
"created_at": "2023-11-06T15:45:32Z",
"last_comment_at": "2023-11-20T20:32:58Z",
"last_comment_author": "codecov"
},
{
"number": 290,
"created_at": "2023-12-04T15:16:40Z",
"last_comment_at": "2023-12-04T15:22:43Z",
"last_comment_author": "codecov"
},
{
"number": 311,
"created_at": "2024-04-15T16:01:17Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 312,
"created_at": "2024-04-15T16:01:50Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 314,
"created_at": "2024-04-22T16:05:20Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 319,
"created_at": "2026-05-22T08:13:13Z",
"last_comment_at": "2026-05-24T03:54:47Z",
"last_comment_author": "znicholls"
},
{
"number": 323,
"created_at": "2026-06-19T01:53:08Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-06-18T23:46:09Z",
"ci_last_conclusion": "FAILURE",
"oldest_open_issues": [
{
"number": 23,
"created_at": "2020-01-28T23:51:00Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 39,
"created_at": "2020-04-16T00:15:11Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 72,
"created_at": "2020-07-03T04:22:34Z",
"last_comment_at": "2023-05-06T12:34:41Z",
"last_comment_author": "znicholls"
},
{
"number": 88,
"created_at": "2020-07-31T01:40:55Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 98,
"created_at": "2020-08-19T03:32:14Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 127,
"created_at": "2020-09-25T14:51:30Z",
"last_comment_at": "2020-09-28T00:30:00Z",
"last_comment_author": "lewisjared"
},
{
"number": 178,
"created_at": "2021-09-22T05:30:02Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 179,
"created_at": "2021-09-22T06:27:04Z",
"last_comment_at": "2021-09-22T06:29:20Z",
"last_comment_author": "znicholls"
},
{
"number": 188,
"created_at": "2022-03-15T06:23:54Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 200,
"created_at": "2022-08-02T23:23:31Z",
"last_comment_at": "2023-05-05T15:55:05Z",
"last_comment_author": "lewisjared"
},
{
"number": 225,
"created_at": "2023-04-03T03:02:05Z",
"last_comment_at": "2023-04-03T03:15:23Z",
"last_comment_author": "znicholls"
},
{
"number": 226,
"created_at": "2023-04-03T03:08:56Z",
"last_comment_at": "2023-05-15T01:59:19Z",
"last_comment_author": "znicholls"
},
{
"number": 231,
"created_at": "2023-04-27T12:33:10Z",
"last_comment_at": "2023-05-06T12:17:39Z",
"last_comment_author": "znicholls"
},
{
"number": 234,
"created_at": "2023-05-05T15:53:07Z",
"last_comment_at": "2024-01-03T18:42:15Z",
"last_comment_author": "znicholls"
},
{
"number": 236,
"created_at": "2023-05-10T07:13:14Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 237,
"created_at": "2023-05-10T07:14:44Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 240,
"created_at": "2023-05-17T11:16:58Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 242,
"created_at": "2023-06-19T17:22:18Z",
"last_comment_at": "2023-06-27T13:36:48Z",
"last_comment_author": "mikapfl"
},
{
"number": 243,
"created_at": "2023-06-21T23:47:25Z",
"last_comment_at": "2023-06-26T04:24:43Z",
"last_comment_author": "lewisjared"
},
{
"number": 253,
"created_at": "2023-09-08T02:56:40Z",
"last_comment_at": "2023-09-08T09:46:49Z",
"last_comment_author": "znicholls"
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/openscm/scmdata",
"host": "github.com",
"name": "scmdata",
"owner": "openscm"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 63,
"inputs": {
"security": 61,
"vitality": 55,
"community": 38,
"governance": 66,
"engineering": 90
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "moderate",
"name": "Vitality",
"value": 55,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "at_risk",
"name": "Development activity",
"note": null,
"notes": [],
"value": 41,
"inputs": {
"commits_last_year": 14,
"human_commit_share": 0.95,
"days_since_last_push": 37,
"active_weeks_last_year": 4
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 37 days ago",
"points": 18,
"status": "partial",
"details": [
{
"code": "push_recency",
"params": {
"days": 37
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "4/52 weeks with commits",
"points": 2.8,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 4
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "14 commits in the last year",
"points": 10.6,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 14
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "14 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "good",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 76,
"inputs": {
"releases_count": 6,
"latest_release_tag": "v0.19.0",
"releases_from_tags": false,
"days_since_latest_release": 54,
"mean_days_between_releases": 191.5
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "6 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 6
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 54 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 54
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~191.5 days",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 191.5
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 37,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 37 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 37
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 38,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 22,
"inputs": {
"forks": 6,
"stars": 9,
"watchers": 3,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "9 stars",
"points": 14.6,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 9
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "6 forks",
"points": 5.8,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 6
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "3 watchers",
"points": 1.7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 3
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 57,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (BSD-3-Clause)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "BSD-3-Clause"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 66,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 6,
"top_contributor_share": 0.494
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 49% of commits",
"points": 11.4,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 49
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "6 contributors",
"points": 8.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 6
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 6 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 59,
"inputs": {
"merged_prs": 183,
"open_issues": 29,
"closed_issues": 44,
"issue_closed_ratio": 0.603,
"closed_unmerged_prs": 54
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "60% of issues closed",
"points": 28.2,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 60
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "183/237 decided PRs merged",
"points": 29.5,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 183,
"decided": 237
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 1/7 approved changesets -- score normalized to 1",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"followers": 21,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "openscm",
"public_repos": 15,
"account_age_days": 2320
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "21 followers of openscm",
"points": 9.7,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 21,
"login": "openscm"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "15 public repos, account ~6 yr old",
"points": 20.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 15
}
},
{
"code": "account_age_years",
"params": {
"years": 6
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"scmdata"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 54
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 54 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 54
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "49 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 49
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 90,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 84,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "6 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 6
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".pylintrc",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".pylintrc"
}
}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "2 out of 4 merged PRs checked by a CI test -- score normalized to 5",
"points": 10,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"climate",
"data",
"data-visualization"
],
"has_wiki": true,
"homepage": "https://scmdata.readthedocs.io",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://scmdata.readthedocs.io",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "3 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 3
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 61,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"packaging"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 51,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.1
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "2 out of 4 merged PRs checked by a CI test -- score normalized to 5",
"points": 1.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 1/7 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 6 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "14 commit(s) and 2 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": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:scmdata@0.19.0 runtime dependency closure — what installing the published package pulls in — 16 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:scmdata@0.19.0",
"assessed": 16
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 16,
"unassessed_packages": 0,
"affected_by_severity": "none",
"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": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"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": 16,
"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
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 8
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"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": 57,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 28,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.516,
"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": "49 of 95 human commits state their intent (structured subject or explanatory body)",
"points": 27.5,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 49,
"sampled": 95
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 70,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"Makefile",
"docs/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"src/scmdata/py.typed"
],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.05
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, docs/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, docs/Makefile"
}
}
],
"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": ".pylintrc",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".pylintrc"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "src/scmdata/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "src/scmdata/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "5 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 5,
"sampled": 100
}
}
],
"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": 80,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 126940,
"source_files_sampled": 59,
"oversized_source_files": 2
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (src/scmdata/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "src/scmdata/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/59 source files over 60KB",
"points": 53.1,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 59,
"oversized": 2
}
}
],
"max_points": 55
}
]
}
],
"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": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-26T08:56:29.889861Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/openscm/scmdata.svg",
"full_name": "openscm/scmdata",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.