Software-GesundheitsberichtSchema 0.11.0 · Metriken 1.13.0 · 2026-07-15 20:46 UTC

milvus-io / milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Go · Python · C++Apache-2.0★ 45.239 Sterne⑂ 4.121 Forksseit Sept. 2019Auf GitHub ansehen ↗

#anns #nearest-neighbor-search #faiss #vector-search #image-search #hnsw #vector-database #embedding-database #embedding-store #vector-store #vector-similarity #embedding-similarity #distributed #golang #llm #cloud-native #diskann #rag

milvus-io/milvus erreicht einen Gesundheitsindex von 86 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Engineering Quality (96/100) ab, am schwächsten bei Security (43/100). Zuletzt heute aktualisiert. 14 Mitwirkende tragen den Großteil der jüngsten Arbeit.

gesamt / 100

Exzellent

Software-Gesundheitsindex

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

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

The Milvus ProjectOrganisation

1.250 Follower67 öffentliche Reposseit Juni 2019

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

Paket-Ökosysteme

Registry	Paket	Version	Downloads / Monat	Versionen	Zuletzt veröffentlicht
Go	github.com/milvus-io/milvus/client/v2	v2.6.5	-	14	vor 50 Tagen
Go	github.com/milvus-io/milvus	v1.1.1	-	22	vor 1855 Tagen

Metriken nach Kategorie

Vitalität

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

95Exzellent · 22 % des Gesamtindex

Entwicklungsaktivität

99Exzellent

Wie die Bewertung erfolgt

36/36	Push-Aktualität — letzter Push vor 0 Tagen
35.3/36	Commit-Rhythmus — 51/52 Wochen mit Commits
18/18	Commit-Volumen — 2.377 Commits im letzten Jahr
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10

Verwendete Eingangsdaten

commits_last_year	2.377
human_commit_share	—
days_since_last_push	0
active_weeks_last_year	51

Release-Disziplin

90Exzellent

Wie die Bewertung erfolgt

27/27	Liefert Releases aus — 100 Releases veröffentlicht
36/36	Release-Aktualität — letztes Release vor 1 Tagen
27/27	Release-Rhythmus — ein Release etwa alle 10,9 Tage
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Verwendete Eingangsdaten

releases_count	100
latest_release_tag	v2.6.20
releases_from_tags	nein
days_since_latest_release	1
mean_days_between_releases	10,9

Community & Verbreitung

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

92Exzellent · 18 % des Gesamtindex

Popularität & Verbreitung

99Exzellent

Wie die Bewertung erfolgt

60/60	Stars — 45.239 Stars
25/25	Forks — 4.121 Forks
14/15	Watcher — 333 Watcher

Verwendete Eingangsdaten

forks	4.121
stars	45.239
watchers	333
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community-Gesundheit

85Exzellent

Wie die Bewertung erfolgt

22.5/22.5	README
22.5/22.5	Lizenz — anerkannte Lizenz (Apache-2.0)
18/18	CONTRIBUTING-Leitfaden
13.5/13.5	Verhaltenskodex
0/7.2	Issue-Vorlage
0/6.3	PR-Vorlage

Verwendete Eingangsdaten

has_readme	ja
has_license	ja
has_contributing	ja
has_issue_template	nein
has_code_of_conduct	ja
has_pull_request_template	nein

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

92Exzellent · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

98Exzellent

Wie die Bewertung erfolgt

54/54	Bus-Faktor — 14 Beitragende decken die Hälfte aller Commits ab
20.8/22.5	Commit-Verteilung — wichtigste beitragende Person verfasste 8 % der Commits
13.5/13.5	Breite der Beitragenden — 100 Beitragende
10/10	OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations

Verwendete Eingangsdaten

bus_factor	14
contributors_sampled	100
top_contributor_share	0,076

Reaktionsfähigkeit bei Issues & PRs

92Exzellent

Wie die Bewertung erfolgt

44.5/46.8	Issue-Lösungsquote — 95 % der Issues geschlossen
32.5/38.3	PR-Annahme — 26.403/31.089 entschiedene PRs gemergt
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed

Verwendete Eingangsdaten

merged_prs	26.403
open_issues	801
closed_issues	15.464
issue_closed_ratio	0,951
closed_unmerged_prs	4.686

Eigentümerschaft & Trägerschaft

77Gut

Wie die Bewertung erfolgt

30/30	Organisatorische Trägerschaft — im Besitz einer Organisation
0/20	Verifizierte Domain
22.3/25	Reichweite des Inhabers — 1.250 Follower von milvus-io
25/25	Kontohistorie — 67 öffentliche Repos, Kontoalter ca. 7 Jahre

Verwendete Eingangsdaten

followers	1.250
owner_type	Organization
is_verified	—
owner_login	milvus-io
public_repos	67
account_age_days	2.590

Paketpflege

100Exzellent

Wie die Bewertung erfolgt

25/25	Veröffentlicht & auflösbar — 2 Paket(e) auf go
35/35	Veröffentlichungsaktualität — letzte Veröffentlichung vor 50 Tagen
20/20	Versionshistorie — 22 veröffentlichte Versionen
20/20	Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen

Verwendete Eingangsdaten

packages	github.com/milvus-io/milvus/client/v2, github.com/milvus-io/milvus
ecosystems	go
any_deprecated	nein
min_days_since_publish	50

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

96Exzellent · 20 % des Gesamtindex

Engineering-Praktiken

94Exzellent

Wie die Bewertung erfolgt

24/24	CI-Workflows — 21 Workflow(s)
24/24	Tests vorhanden
16/16	Linter-Konfiguration — .golangci.yml, ruff.toml
9.6/9.6	Pre-Commit-Hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10

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://milvus.io
10/10	Repository-Beschreibung
10/10	Topics — 18 Topics
10/10	Wiki

Verwendete Eingangsdaten

topics	anns, nearest-neighbor-search, faiss, vector-search, image-search, hnsw, vector-database, embedding-database, embedding-store, vector-store, vector-similarity, embedding-similarity, distributed, golang, llm, cloud-native, diskann, rag
has_wiki	ja
homepage	https://milvus.io
has_readme	ja
has_docs_dir	ja
has_description	ja

Sicherheit

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

43Gefährdet · 16 % des Gesamtindex

Sicherheitslage

43Gefährdet

Wie die Bewertung erfolgt

6.8/7.5	Binary-Artifacts — binaries present in source code
2.2/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
1.2/2.5	CII-Best-Practices — badge detected: Passing
7.5/7.5	Code-Review — all changesets reviewed
2.5/2.5	Contributors — project has 8 contributing companies or organizations
0/10	Dangerous-Workflow — 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 — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
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
0/7.5	Vulnerabilities — 64 existing vulnerabilities detected

Verwendete Eingangsdaten

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	4,3

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.

84Gut · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

75Gut

Wie die Bewertung erfolgt

45/45	Agentenanweisungen — AGENTS.md, CLAUDE.md
0/15	Maschinenlesbare Doku (llms.txt)
0/40	Lesbare Commit-Historie — keine Daten

Verwendete Eingangsdaten

has_llms_txt	nein
legible_history_share	—
agent_instruction_files	AGENTS.md, CLAUDE.md
agent_instruction_max_bytes	9.417

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.

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

88Exzellent

Wie die Bewertung erfolgt

18/18	Bootstrap mit einem Befehl — Makefile, client/Makefile, pkg/Makefile, tests/Makefile
22/22	Automatisierte Tests
11/11	Lint-/Format-Konfiguration — .golangci.yml, ruff.toml
11/11	Statische Typprüfung — Go (statisch typisiert)
10/10	Reproduzierbare Umgebung — Dockerfile, lockfile
0/10	Belegte Agentenpraxis — keine Daten
0/8	Automatisierte Wartung — keine Daten
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	Cargo.lock, go.sum
has_dockerfile	ja
typed_language	ja
bootstrap_files	Makefile, client/Makefile, pkg/Makefile, tests/Makefile
has_devcontainer	nein
has_linter_config	ja
typecheck_configs	—
agent_commit_share	—
toolchain_manifests	—
dependency_bot_commit_share	—

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.

AI-Code-Lesbarkeit für Modelle

97Exzellent

Wie die Bewertung erfolgt

45/45	Typprüfbarer Code — Go (statisch typisiert)
52.2/55	Handhabbare Dateigrößen — 235/4.566 Quelldateien über 60 KB

Verwendete Eingangsdaten

primary_language	Go
largest_source_bytes	937.446
source_files_sampled	4.566
oversized_source_files	235

Maschinenlesbare AI-Schnittstellen

80Gut

Wie die Bewertung erfolgt

40/40	API-Schema (OpenAPI/GraphQL/proto) — cmd/tools/migration/backend/backup_header.proto, cmd/tools/migration/legacy/legacy.proto, pkg/eventlog/event_log.proto, pkg/proto/cgo_msg.proto, pkg/proto/clustering.proto, pkg/proto/data_coord.proto, pkg/proto/etcd_meta.proto, pkg/proto/index_cgo_msg.proto, pkg/proto/index_coord.proto, pkg/proto/internal.proto, pkg/proto/messages.proto, pkg/proto/model_service.proto, pkg/proto/plan.proto, pkg/proto/proxy.proto, pkg/proto/query_coord.proto, pkg/proto/root_coord.proto, pkg/proto/segcore.proto, pkg/proto/streaming.proto, pkg/proto/worker.proto, pkg/streaming/walimpls/impls/pulsar/message_id_data.proto
0/20	MCP-Server
40/40	Lauffähige Beispiele — examples

Verwendete Eingangsdaten

example_dirs	examples
has_mcp_signal	nein
api_schema_files	cmd/tools/migration/backend/backup_header.proto, cmd/tools/migration/legacy/legacy.proto, pkg/eventlog/event_log.proto, pkg/proto/cgo_msg.proto, pkg/proto/clustering.proto, pkg/proto/data_coord.proto, pkg/proto/etcd_meta.proto, pkg/proto/index_cgo_msg.proto, pkg/proto/index_coord.proto, pkg/proto/internal.proto, pkg/proto/messages.proto, pkg/proto/model_service.proto, pkg/proto/plan.proto, pkg/proto/proxy.proto, pkg/proto/query_coord.proto, pkg/proto/root_coord.proto, pkg/proto/segcore.proto, pkg/proto/streaming.proto, pkg/proto/worker.proto, pkg/streaming/walimpls/impls/pulsar/message_id_data.proto

Eckdaten

45.239GitHub-Sterne

100Mitwirkende

2.377Commits, letzte 12 Monate

0Tage seit letztem Push

100Releases

14Bus-Faktor

801offene Issues

GoPaket-Ökosysteme

Weitere Details

OpenSSF Scorecard 4.3 / 10

4.3Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-15 20:45 UTC

9	Binary-Artifacts	binaries present in source code
3	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	30 out of 30 merged PRs checked by a CI test -- score normalized to 10
5	CII-Best-Practices	badge detected: Passing
10	Code-Review	all changesets reviewed
10	Contributors	project has 8 contributing companies or organizations
0	Dangerous-Workflow	dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow 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
0	Vulnerabilities	64 existing vulnerabilities detected

Direkte Abhängigkeiten 147

Registry	Paket	Versionsvorgabe	Manifest
Go	github.com/blang/semver/v4	`v4.0.0`	client/go.mod
Go	github.com/cockroachdb/errors	`v1.9.1`	client/go.mod
Go	github.com/google/uuid	`v1.6.0`	client/go.mod
Go	github.com/grpc-ecosystem/go-grpc-middleware	`v1.3.0`	client/go.mod
Go	github.com/milvus-io/milvus-proto/go-api/v3	`v3.0.0-20260625075625-7262f8042a55`	client/go.mod
Go	github.com/milvus-io/milvus/pkg/v3	`v3.0.0-beta`	client/go.mod
Go	github.com/quasilyte/go-ruleguard/dsl	`v0.3.23`	client/go.mod
Go	github.com/samber/lo	`v1.52.0`	client/go.mod
Go	github.com/stretchr/testify	`v1.11.1`	client/go.mod
Go	github.com/tidwall/gjson	`v1.17.1`	client/go.mod
Go	go.uber.org/atomic	`v1.11.0`	client/go.mod
Go	google.golang.org/grpc	`v1.80.0`	client/go.mod
Go	google.golang.org/protobuf	`v1.36.11`	client/go.mod
Go	github.com/Azure/azure-sdk-for-go/sdk/azcore	`v1.11.1`	go.mod
Go	github.com/Azure/azure-sdk-for-go/sdk/storage/azblob	`v1.1.0`	go.mod
Go	github.com/bits-and-blooms/bloom/v3	`v3.3.1`	go.mod
Go	github.com/blang/semver/v4	`v4.0.0`	go.mod
Go	github.com/casbin/casbin/v2	`v2.135.0`	go.mod
Go	github.com/casbin/json-adapter/v2	`v2.0.0`	go.mod
Go	github.com/cockroachdb/errors	`v1.9.1`	go.mod
Go	github.com/gin-gonic/gin	`v1.11.0`	go.mod
Go	github.com/go-playground/validator/v10	`v10.27.0`	go.mod
Go	github.com/gofrs/flock	`v0.8.1`	go.mod
Go	github.com/google/btree	`v1.1.2`	go.mod
Go	github.com/grpc-ecosystem/go-grpc-middleware	`v1.3.0`	go.mod
Go	github.com/klauspost/compress	`v1.18.0`	go.mod
Go	github.com/minio/minio-go/v7	`v7.0.73`	go.mod
Go	github.com/prometheus/client_golang	`v1.20.5`	go.mod
Go	github.com/prometheus/client_model	`v0.6.2`	go.mod
Go	github.com/prometheus/common	`v0.55.0`	go.mod
Go	github.com/quasilyte/go-ruleguard/dsl	`v0.3.23`	go.mod
Go	github.com/samber/lo	`v1.52.0`	go.mod
Go	github.com/sbinet/npyio	`v0.6.0`	go.mod
Go	github.com/soheilhy/cmux	`v0.1.5`	go.mod
Go	github.com/spf13/cast	`v1.3.1`	go.mod
Go	github.com/stretchr/testify	`v1.11.1`	go.mod
Go	github.com/tikv/client-go/v2	`v2.0.8-0.20260610031342-e999c1f9c7c3`	go.mod
Go	go.etcd.io/etcd/api/v3	`v3.5.23`	go.mod
Go	go.etcd.io/etcd/client/v3	`v3.5.23`	go.mod
Go	go.etcd.io/etcd/server/v3	`v3.5.23`	go.mod
Go	go.opentelemetry.io/otel	`v1.43.0`	go.mod
Go	go.opentelemetry.io/otel/trace	`v1.43.0`	go.mod
Go	go.uber.org/atomic	`v1.11.0`	go.mod
Go	go.uber.org/zap	`v1.27.0`	go.mod
Go	golang.org/x/crypto	`v0.52.0`	go.mod
Go	golang.org/x/exp	`v0.0.0-20240506185415-9bf2ced13842`	go.mod
Go	golang.org/x/net	`v0.55.0`	go.mod
Go	golang.org/x/oauth2	`v0.35.0`	go.mod
Go	golang.org/x/sync	`v0.20.0`	go.mod
Go	golang.org/x/text	`v0.37.0`	go.mod
Go	google.golang.org/grpc	`v1.80.0`	go.mod
Go	cloud.google.com/go/storage	`v1.50.0`	go.mod
Go	github.com/antlr4-go/antlr/v4	`v4.13.1`	go.mod
Go	github.com/apache/arrow/go/v17	`v17.0.0`	go.mod
Go	github.com/apache/pulsar-client-go	`v0.19.0`	go.mod
Go	github.com/aws/aws-sdk-go-v2	`v1.36.3`	go.mod
Go	github.com/aws/aws-sdk-go-v2/config	`v1.29.9`	go.mod
Go	github.com/aws/aws-sdk-go-v2/credentials	`v1.17.62`	go.mod
Go	github.com/aws/aws-sdk-go-v2/service/bedrockruntime	`v1.23.0`	go.mod
Go	github.com/bits-and-blooms/bitset	`v1.12.0`	go.mod
Go	github.com/bytedance/mockey	`v1.4.6`	go.mod
Go	github.com/bytedance/sonic	`v1.15.2`	go.mod
Go	github.com/cenkalti/backoff/v4	`v4.2.1`	go.mod
Go	github.com/cockroachdb/redact	`v1.1.3`	go.mod
Go	github.com/google/uuid	`v1.6.0`	go.mod
Go	github.com/greatroar/blobloom	`v0.0.0-00010101000000-000000000000`	go.mod
Go	github.com/hamba/avro/v2	`v2.29.0`	go.mod
Go	github.com/hashicorp/golang-lru/v2	`v2.0.7`	go.mod
Go	github.com/magiconair/properties	`v1.8.7`	go.mod
Go	github.com/milvus-io/milvus-proto/go-api/v3	`v3.0.0-20260625075625-7262f8042a55`	go.mod
Go	github.com/milvus-io/milvus/client/v2	`v2.6.2`	go.mod
Go	github.com/milvus-io/milvus/pkg/v3	`v3.0.0-beta`	go.mod
Go	github.com/shirou/gopsutil/v4	`v4.25.10`	go.mod
Go	github.com/spaolacci/murmur3	`v1.1.0`	go.mod
Go	github.com/tidwall/gjson	`v1.17.1`	go.mod
Go	github.com/twpayne/go-geom	`v1.6.1`	go.mod
Go	github.com/zeebo/xxh3	`v1.0.2`	go.mod
Go	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc	`v0.59.0`	go.mod
Go	google.golang.org/api	`v0.224.0`	go.mod
Go	google.golang.org/protobuf	`v1.36.11`	go.mod
Go	gopkg.in/yaml.v3	`v3.0.1`	go.mod
Go	mosn.io/holmes	`v1.0.2`	go.mod
Go	go.opentelemetry.io/otel/sdk	`v1.43.0`	go.mod
Go	golang.org/x/time	`v0.10.0`	go.mod
Go	cloud.google.com/go/storage	`v1.50.0`	pkg/go.mod
Go	github.com/Azure/azure-sdk-for-go/sdk/azcore	`v1.11.1`	pkg/go.mod
Go	github.com/Azure/azure-sdk-for-go/sdk/azidentity	`v1.6.0`	pkg/go.mod
Go	github.com/Azure/azure-sdk-for-go/sdk/storage/azblob	`v1.1.0`	pkg/go.mod
Go	github.com/aliyun/credentials-go	`v1.2.7`	pkg/go.mod
Go	github.com/apache/pulsar-client-go	`v0.19.0`	pkg/go.mod
Go	github.com/benesch/cgosymbolizer	`v0.0.0-20190515212042-bec6fe6e597b`	pkg/go.mod
Go	github.com/blang/semver/v4	`v4.0.0`	pkg/go.mod
Go	github.com/cenkalti/backoff/v4	`v4.2.1`	pkg/go.mod
Go	github.com/cockroachdb/errors	`v1.9.1`	pkg/go.mod
Go	github.com/confluentinc/confluent-kafka-go	`v1.9.1`	pkg/go.mod
Go	github.com/containerd/cgroups/v3	`v3.0.3`	pkg/go.mod
Go	github.com/dave/jennifer	`v1.7.1`	pkg/go.mod
Go	github.com/expr-lang/expr	`v1.15.7`	pkg/go.mod
Go	github.com/huaweicloud/huaweicloud-sdk-go-v3	`v0.1.174`	pkg/go.mod
Go	github.com/jolestar/go-commons-pool/v2	`v2.1.2`	pkg/go.mod
Go	github.com/json-iterator/go	`v1.1.13-0.20220915233716-71ac16282d12`	pkg/go.mod
Go	github.com/klauspost/compress	`v1.18.0`	pkg/go.mod
Go	github.com/milvus-io/milvus-proto/go-api/v3	`v3.0.0-20260625075625-7262f8042a55`	pkg/go.mod
Go	github.com/minio/minio-go/v7	`v7.0.73`	pkg/go.mod
Go	github.com/panjf2000/ants/v2	`v2.11.3`	pkg/go.mod
Go	github.com/prometheus/client_golang	`v1.20.5`	pkg/go.mod
Go	github.com/quasilyte/go-ruleguard/dsl	`v0.3.22`	pkg/go.mod
Go	github.com/samber/lo	`v1.52.0`	pkg/go.mod
Go	github.com/sirupsen/logrus	`v1.9.3`	pkg/go.mod
Go	github.com/spaolacci/murmur3	`v1.1.0`	pkg/go.mod
Go	github.com/spf13/cast	`v1.3.1`	pkg/go.mod
Go	github.com/stretchr/testify	`v1.11.1`	pkg/go.mod
Go	github.com/tecbot/gorocksdb	`v0.0.0-20191217155057-f0fad39f321c`	pkg/go.mod
Go	github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common	`v1.0.865`	pkg/go.mod
Go	github.com/tidwall/gjson	`v1.17.0`	pkg/go.mod
Go	github.com/tikv/client-go/v2	`v2.0.8-0.20260610031342-e999c1f9c7c3`	pkg/go.mod
Go	github.com/twpayne/go-geom	`v1.6.1`	pkg/go.mod
Go	github.com/x448/float16	`v0.8.4`	pkg/go.mod
Go	github.com/zilliztech/woodpecker	`v0.1.33`	pkg/go.mod
Go	go.etcd.io/etcd/api/v3	`v3.5.23`	pkg/go.mod
Go	go.etcd.io/etcd/client/v3	`v3.5.23`	pkg/go.mod
Go	go.etcd.io/etcd/server/v3	`v3.5.23`	pkg/go.mod
Go	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc	`v0.59.0`	pkg/go.mod
Go	go.opentelemetry.io/otel	`v1.43.0`	pkg/go.mod
Go	go.opentelemetry.io/otel/exporters/jaeger	`v1.13.0`	pkg/go.mod
Go	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc	`v1.42.0`	pkg/go.mod
Go	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp	`v1.43.0`	pkg/go.mod
Go	go.opentelemetry.io/otel/exporters/stdout/stdouttrace	`v1.43.0`	pkg/go.mod
Go	go.opentelemetry.io/otel/sdk	`v1.43.0`	pkg/go.mod
Go	go.opentelemetry.io/otel/trace	`v1.43.0`	pkg/go.mod
Go	go.uber.org/atomic	`v1.11.0`	pkg/go.mod
Go	go.uber.org/automaxprocs	`v1.5.3`	pkg/go.mod
Go	go.uber.org/zap	`v1.27.0`	pkg/go.mod
Go	golang.org/x/crypto	`v0.52.0`	pkg/go.mod
Go	golang.org/x/exp	`v0.0.0-20240506185415-9bf2ced13842`	pkg/go.mod
Go	golang.org/x/net	`v0.55.0`	pkg/go.mod
Go	golang.org/x/oauth2	`v0.35.0`	pkg/go.mod
Go	golang.org/x/sync	`v0.20.0`	pkg/go.mod
Go	golang.org/x/sys	`v0.45.0`	pkg/go.mod
Go	golang.org/x/time	`v0.10.0`	pkg/go.mod
Go	google.golang.org/api	`v0.224.0`	pkg/go.mod
Go	google.golang.org/grpc	`v1.80.0`	pkg/go.mod
Go	google.golang.org/protobuf	`v1.36.11`	pkg/go.mod
Go	gopkg.in/natefinch/lumberjack.v2	`v2.2.1`	pkg/go.mod
Go	gopkg.in/yaml.v2	`v2.4.0`	pkg/go.mod
Go	k8s.io/apimachinery	`v0.32.3`	pkg/go.mod
Go	github.com/shirou/gopsutil/v4	`v4.25.10`	pkg/go.mod

Alle Abhängigkeiten 428

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 109 direkte und 319 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

Registry	Paket	Version	Beziehung
Go	cloud.google.com/go/storage	`v1.50.0`	direkt
Go	github.com/aliyun/credentials-go	`v1.2.7`	direkt
Go	github.com/antlr4-go/antlr/v4	`v4.13.1`	direkt
Go	github.com/apache/arrow/go/v17	`v17.0.0`	direkt
Go	github.com/apache/pulsar-client-go	`v0.19.0`	direkt
Go	github.com/aws/aws-sdk-go-v2	`v1.36.3`	direkt
Go	github.com/aws/aws-sdk-go-v2/config	`v1.29.9`	direkt
Go	github.com/aws/aws-sdk-go-v2/credentials	`v1.17.62`	direkt
Go	github.com/aws/aws-sdk-go-v2/service/bedrockruntime	`v1.23.0`	direkt
Go	github.com/azure/azure-sdk-for-go/sdk/azcore	`v1.11.1`	direkt
Go	github.com/azure/azure-sdk-for-go/sdk/azidentity	`v1.6.0`	direkt
Go	github.com/azure/azure-sdk-for-go/sdk/storage/azblob	`v1.1.0`	direkt
Go	github.com/benesch/cgosymbolizer	`v0.0.0-20190515212042-bec6fe6e597b`	direkt
Go	github.com/bits-and-blooms/bitset	`v1.12.0`	direkt
Go	github.com/bits-and-blooms/bloom/v3	`v3.3.1`	direkt
Go	github.com/blang/semver/v4	`v4.0.0`	direkt
Go	github.com/bytedance/mockey	`v1.4.6`	direkt
Go	github.com/bytedance/sonic	`v1.15.2`	direkt
Go	github.com/casbin/casbin/v2	`v2.135.0`	direkt
Go	github.com/casbin/json-adapter/v2	`v2.0.0`	direkt
Go	github.com/cenkalti/backoff/v4	`v4.2.1`	direkt
Go	github.com/cockroachdb/errors	`v1.9.1`	direkt
Go	github.com/cockroachdb/redact	`v1.1.3`	direkt
Go	github.com/confluentinc/confluent-kafka-go	`v1.9.1`	direkt
Go	github.com/containerd/cgroups/v3	`v3.0.3`	direkt
Go	github.com/dave/jennifer	`v1.7.1`	direkt
Go	github.com/gin-gonic/gin	`v1.11.0`	direkt
Go	github.com/go-playground/validator/v10	`v10.27.0`	direkt
Go	github.com/gofrs/flock	`v0.8.1`	direkt
Go	github.com/google/btree	`v1.1.2`	direkt
Go	github.com/google/uuid	`v1.6.0`	direkt
Go	github.com/grpc-ecosystem/go-grpc-middleware	`v1.3.0`	direkt
Go	github.com/hamba/avro/v2	`v2.29.0`	direkt
Go	github.com/hashicorp/golang-lru/v2	`v2.0.7`	direkt
Go	github.com/huaweicloud/huaweicloud-sdk-go-v3	`v0.1.174`	direkt
Go	github.com/jolestar/go-commons-pool/v2	`v2.1.2`	direkt
Go	github.com/json-iterator/go	`v1.1.13-0.20220915233716-71ac16282d12`	direkt
Go	github.com/klauspost/compress	`v1.18.0`	direkt
Go	github.com/klauspost/compress	`v1.18.2`	direkt
Go	github.com/magiconair/properties	`v1.8.7`	direkt
Go	github.com/milvus-io/milvus-proto/go-api/v3	`v3.0.0-20260625075625-7262f8042a55`	direkt
Go	github.com/minio/minio-go/v7	`v7.0.73`	direkt
Go	github.com/panjf2000/ants/v2	`v2.11.3`	direkt
Go	github.com/prometheus/client_golang	`v1.20.5`	direkt
Go	github.com/prometheus/client_model	`v0.6.1`	direkt
Go	github.com/prometheus/client_model	`v0.6.2`	direkt
Go	github.com/prometheus/common	`v0.55.0`	direkt
Go	github.com/quasilyte/go-ruleguard/dsl	`v0.3.22`	direkt
Go	github.com/quasilyte/go-ruleguard/dsl	`v0.3.23`	direkt
Go	github.com/samber/lo	`v1.27.0`	direkt
Go	github.com/samber/lo	`v1.52.0`	direkt
Go	github.com/sbinet/npyio	`v0.6.0`	direkt
Go	github.com/shirou/gopsutil/v4	`v4.25.10`	direkt
Go	github.com/sirupsen/logrus	`v1.9.3`	direkt
Go	github.com/soheilhy/cmux	`v0.1.5`	direkt
Go	github.com/spaolacci/murmur3	`v1.1.0`	direkt
Go	github.com/spf13/cast	`v1.3.1`	direkt
Go	github.com/stretchr/testify	`v1.11.1`	direkt
Go	github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common	`v1.0.865`	direkt
Go	github.com/tidwall/gjson	`v1.17.0`	direkt
Go	github.com/tidwall/gjson	`v1.17.1`	direkt
Go	github.com/tikv/client-go/v2	`v2.0.8-0.20260610031342-e999c1f9c7c3`	direkt
Go	github.com/twpayne/go-geom	`v1.6.1`	direkt
Go	github.com/x448/float16	`v0.8.4`	direkt
Go	github.com/zeebo/xxh3	`v1.0.2`	direkt
Go	github.com/zilliztech/woodpecker	`v0.1.33`	direkt
Go	go.etcd.io/etcd/api/v3	`v3.5.23`	direkt
Go	go.etcd.io/etcd/client/v3	`v3.5.23`	direkt
Go	go.etcd.io/etcd/server/v3	`v3.5.23`	direkt
Go	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc	`v0.59.0`	direkt
Go	go.opentelemetry.io/otel	`v1.34.0`	direkt
Go	go.opentelemetry.io/otel	`v1.43.0`	direkt
Go	go.opentelemetry.io/otel/exporters/jaeger	`v1.13.0`	direkt
Go	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc	`v1.20.0`	direkt
Go	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc	`v1.42.0`	direkt
Go	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp	`v1.43.0`	direkt
Go	go.opentelemetry.io/otel/exporters/stdout/stdouttrace	`v1.43.0`	direkt
Go	go.opentelemetry.io/otel/sdk	`v1.34.0`	direkt
Go	go.opentelemetry.io/otel/sdk	`v1.43.0`	direkt
Go	go.opentelemetry.io/otel/trace	`v1.34.0`	direkt
Go	go.opentelemetry.io/otel/trace	`v1.43.0`	direkt
Go	go.uber.org/atomic	`v1.11.0`	direkt
Go	go.uber.org/automaxprocs	`v1.5.3`	direkt
Go	go.uber.org/zap	`v1.27.0`	direkt
Go	golang.org/x/crypto	`v0.45.0`	direkt
Go	golang.org/x/crypto	`v0.52.0`	direkt
Go	golang.org/x/exp	`v0.0.0-20240506185415-9bf2ced13842`	direkt
Go	golang.org/x/net	`v0.47.0`	direkt
Go	golang.org/x/net	`v0.55.0`	direkt
Go	golang.org/x/oauth2	`v0.35.0`	direkt
Go	golang.org/x/sync	`v0.18.0`	direkt
Go	golang.org/x/sync	`v0.20.0`	direkt
Go	golang.org/x/sys	`0.0.0-20201223074533-0d417f636930`	direkt
Go	golang.org/x/sys	`v0.38.0`	direkt
Go	golang.org/x/sys	`v0.45.0`	direkt
Go	golang.org/x/text	`v0.31.0`	direkt
Go	golang.org/x/text	`v0.37.0`	direkt
Go	golang.org/x/time	`v0.10.0`	direkt
Go	google.golang.org/api	`v0.224.0`	direkt
Go	google.golang.org/grpc	`v1.71.1`	direkt
Go	google.golang.org/grpc	`v1.79.3`	direkt
Go	google.golang.org/grpc	`v1.80.0`	direkt
Go	google.golang.org/protobuf	`v1.36.11`	direkt
Go	google.golang.org/protobuf	`v1.36.5`	direkt
Go	gopkg.in/natefinch/lumberjack.v2	`v2.2.1`	direkt
Go	gopkg.in/yaml.v2	`v2.4.0`	direkt
Go	gopkg.in/yaml.v3	`v3.0.1`	direkt
Go	k8s.io/apimachinery	`v0.32.3`	direkt
Go	mosn.io/holmes	`v1.0.2`	direkt
Go	cel.dev/expr	`v0.25.1`	indirekt
Go	cloud.google.com/go	`v0.118.3`	indirekt
Go	cloud.google.com/go/auth	`v0.15.0`	indirekt
Go	cloud.google.com/go/auth/oauth2adapt	`v0.2.7`	indirekt
Go	cloud.google.com/go/compute/metadata	`v0.9.0`	indirekt
Go	cloud.google.com/go/iam	`v1.4.1`	indirekt
Go	cloud.google.com/go/monitoring	`v1.24.0`	indirekt
Go	github.com/alibabacloud-go/debug	`v0.0.0-20190504072949-9472017b5c68`	indirekt
Go	github.com/alibabacloud-go/tea	`v1.1.8`	indirekt
Go	github.com/andybalholm/brotli	`v1.1.0`	indirekt
Go	github.com/apache/thrift	`v0.23.0`	indirekt
Go	github.com/ardielle/ardielle-go	`v1.5.2`	indirekt
Go	github.com/armon/go-metrics	`v0.4.1`	indirekt
Go	github.com/athenz/athenz	`v1.12.13`	indirekt
Go	github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream	`v1.6.7`	indirekt
Go	github.com/aws/aws-sdk-go-v2/feature/ec2/imds	`v1.16.30`	indirekt
Go	github.com/aws/aws-sdk-go-v2/internal/configsources	`v1.3.34`	indirekt
Go	github.com/aws/aws-sdk-go-v2/internal/endpoints/v2	`v2.6.34`	indirekt
Go	github.com/aws/aws-sdk-go-v2/internal/ini	`v1.8.3`	indirekt
Go	github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding	`v1.12.3`	indirekt
Go	github.com/aws/aws-sdk-go-v2/service/internal/presigned-url	`v1.12.15`	indirekt
Go	github.com/aws/aws-sdk-go-v2/service/sso	`v1.25.1`	indirekt
Go	github.com/aws/aws-sdk-go-v2/service/ssooidc	`v1.29.1`	indirekt
Go	github.com/aws/aws-sdk-go-v2/service/sts	`v1.33.17`	indirekt
Go	github.com/aws/smithy-go	`v1.22.2`	indirekt
Go	github.com/azure/azure-sdk-for-go/sdk/internal	`v1.9.0`	indirekt
Go	github.com/azuread/microsoft-authentication-library-for-go	`v1.5.0`	indirekt
Go	github.com/beorn7/perks	`v1.0.1`	indirekt
Go	github.com/bmatcuk/doublestar/v4	`v4.6.1`	indirekt
Go	github.com/bytedance/gopkg	`v0.1.4`	indirekt
Go	github.com/bytedance/sonic/loader	`v0.5.1`	indirekt
Go	github.com/campoy/embedmd	`v1.0.0`	indirekt
Go	github.com/casbin/govaluate	`v1.3.0`	indirekt
Go	github.com/cenkalti/backoff/v5	`v5.0.3`	indirekt
Go	github.com/cespare/xxhash/v2	`v2.3.0`	indirekt
Go	github.com/cilium/ebpf	`v0.11.0`	indirekt
Go	github.com/cloudfoundry/gosigar	`v1.3.6`	indirekt
Go	github.com/cloudwego/base64x	`v0.1.6`	indirekt
Go	github.com/cncf/xds/go	`v0.0.0-20251210132809-ee656c7534f5`	indirekt
Go	github.com/cockroachdb/logtags	`v0.0.0-20211118104740-dabe8e521a4f`	indirekt
Go	github.com/coreos/go-semver	`v0.3.0`	indirekt
Go	github.com/coreos/go-semver	`v0.3.1`	indirekt
Go	github.com/coreos/go-systemd/v22	`v22.3.2`	indirekt
Go	github.com/coreos/go-systemd/v22	`v22.5.0`	indirekt
Go	github.com/cznic/mathutil	`v0.0.0-20181122101859-297441e03548`	indirekt
Go	github.com/datadog/zstd	`v1.5.2`	indirekt
Go	github.com/davecgh/go-spew	`v1.1.2-0.20180830191138-d8f796af33cc`	indirekt
Go	github.com/dgryski/go-farm	`v0.0.0-20240924180020-3414d57e47da`	indirekt
Go	github.com/docker/go-units	`v0.5.0`	indirekt
Go	github.com/dustin/go-humanize	`v1.0.1`	indirekt
Go	github.com/ebitengine/purego	`v0.9.0`	indirekt
Go	github.com/emirpasic/gods	`v1.18.1`	indirekt
Go	github.com/envoyproxy/go-control-plane/envoy	`v1.36.0`	indirekt
Go	github.com/envoyproxy/protoc-gen-validate	`v1.3.0`	indirekt
Go	github.com/facebookgo/ensure	`v0.0.0-20200202191622-63f1cf65ac4c`	indirekt
Go	github.com/facebookgo/stack	`v0.0.0-20160209184415-751773369052`	indirekt
Go	github.com/facebookgo/subset	`v0.0.0-20200203212716-c811ad88dec4`	indirekt
Go	github.com/fatih/color	`v1.10.0`	indirekt
Go	github.com/felixge/httpsnoop	`v1.0.4`	indirekt
Go	github.com/fxamacker/cbor/v2	`v2.7.0`	indirekt
Go	github.com/gabriel-vasile/mimetype	`v1.4.8`	indirekt
Go	github.com/getsentry/sentry-go	`v0.12.0`	indirekt
Go	github.com/gin-contrib/sse	`v1.1.0`	indirekt
Go	github.com/git-hooks/git-hooks	`1.3.1`	indirekt
Go	github.com/go-ini/ini	`v1.67.0`	indirekt
Go	github.com/go-jose/go-jose/v4	`v4.1.4`	indirekt
Go	github.com/go-logr/logr	`v1.4.2`	indirekt
Go	github.com/go-logr/logr	`v1.4.3`	indirekt
Go	github.com/go-logr/stdr	`v1.2.2`	indirekt
Go	github.com/go-ole/go-ole	`v1.2.6`	indirekt
Go	github.com/go-ole/go-ole	`v1.3.0`	indirekt
Go	github.com/go-playground/locales	`v0.14.1`	indirekt
Go	github.com/go-playground/universal-translator	`v0.18.1`	indirekt
Go	github.com/go-viper/mapstructure/v2	`v2.4.0`	indirekt
Go	github.com/goccy/go-json	`v0.10.3`	indirekt
Go	github.com/goccy/go-yaml	`v1.18.0`	indirekt
Go	github.com/goccy/go-yaml	`v1.9.8`	indirekt
Go	github.com/godbus/dbus/v5	`v5.0.4`	indirekt
Go	github.com/gogo/protobuf	`v1.3.2`	indirekt
Go	github.com/golang-jwt/jwt/v4	`v4.5.2`	indirekt
Go	github.com/golang-jwt/jwt/v5	`v5.3.0`	indirekt
Go	github.com/golang/protobuf	`v1.5.4`	indirekt
Go	github.com/golang/snappy	`v1.0.0`	indirekt
Go	github.com/google/flatbuffers	`v24.3.25+incompatible`	indirekt
Go	github.com/google/gofuzz	`v1.2.0`	indirekt
Go	github.com/google/gops	`v0.3.28`	indirekt
Go	github.com/google/s2a-go	`v0.1.9`	indirekt
Go	github.com/google/shlex	`v0.0.0-20191202100458-e7afc7fbc510`	indirekt
Go	github.com/googleapis/enterprise-certificate-proxy	`v0.3.5`	indirekt
Go	github.com/googleapis/gax-go/v2	`v2.14.1`	indirekt
Go	github.com/googlecloudplatform/opentelemetry-operations-go/detectors/gcp	`v1.31.0`	indirekt
Go	github.com/googlecloudplatform/opentelemetry-operations-go/exporter/metric	`v0.49.0`	indirekt
Go	github.com/googlecloudplatform/opentelemetry-operations-go/internal/resourcemapping	`v0.49.0`	indirekt
Go	github.com/gopherjs/gopherjs	`v1.12.80`	indirekt
Go	github.com/gorilla/websocket	`v1.5.0`	indirekt
Go	github.com/grafana/pyroscope-go/godeltaprof	`v0.1.8`	indirekt
Go	github.com/grpc-ecosystem/go-grpc-prometheus	`v1.2.0`	indirekt
Go	github.com/grpc-ecosystem/grpc-gateway	`v1.16.0`	indirekt
Go	github.com/grpc-ecosystem/grpc-gateway/v2	`v2.16.0`	indirekt
Go	github.com/grpc-ecosystem/grpc-gateway/v2	`v2.28.0`	indirekt
Go	github.com/hashicorp/errwrap	`v1.0.0`	indirekt
Go	github.com/hashicorp/go-immutable-radix	`v1.0.0`	indirekt
Go	github.com/hashicorp/go-metrics	`v0.5.4`	indirekt
Go	github.com/hashicorp/go-msgpack/v2	`v2.1.1`	indirekt
Go	github.com/hashicorp/go-multierror	`v1.0.0`	indirekt
Go	github.com/hashicorp/go-sockaddr	`v1.0.0`	indirekt
Go	github.com/hashicorp/go-syslog	`v1.0.0`	indirekt
Go	github.com/hashicorp/golang-lru	`v0.5.1`	indirekt
Go	github.com/hashicorp/memberlist	`v0.5.3`	indirekt
Go	github.com/johncgriffin/overflow	`v0.0.0-20211019200055-46fa312c352c`	indirekt
Go	github.com/jonboulle/clockwork	`v0.2.2`	indirekt
Go	github.com/jtolds/gls	`v4.20.0+incompatible`	indirekt
Go	github.com/klauspost/asmfmt	`v1.3.2`	indirekt
Go	github.com/klauspost/cpuid/v2	`v2.3.0`	indirekt
Go	github.com/kr/pretty	`v0.3.1`	indirekt
Go	github.com/kr/text	`v0.2.0`	indirekt
Go	github.com/kylelemons/godebug	`v1.1.0`	indirekt
Go	github.com/labstack/gommon	`v0.4.0`	indirekt
Go	github.com/leodido/go-urn	`v1.4.0`	indirekt
Go	github.com/lufia/plan9stats	`v0.0.0-20211012122336-39d0f177ccd0`	indirekt
Go	github.com/lufia/plan9stats	`v0.0.0-20240226150601-1dcf7310316a`	indirekt
Go	github.com/mattn/go-colorable	`v0.1.13`	indirekt
Go	github.com/mattn/go-isatty	`v0.0.19`	indirekt
Go	github.com/mattn/go-isatty	`v0.0.20`	indirekt
Go	github.com/mattn/go-runewidth	`0.0.9`	indirekt
Go	github.com/mgechev/revive	`1.0.2`	indirekt
Go	github.com/miekg/dns	`v1.1.26`	indirekt
Go	github.com/milvus-io/milvus-proto/go-api/v2	`v2.6.6-0.20260323081523-53649783989c`	indirekt
Go	github.com/minio/asm2plan9s	`v0.0.0-20200509001527-cdd76441f9d8`	indirekt
Go	github.com/minio/c2goasm	`v0.0.0-20190812172519-36a3d3bbc4f3`	indirekt
Go	github.com/minio/md5-simd	`v1.1.2`	indirekt
Go	github.com/modern-go/concurrent	`v0.0.0-20180306012644-bacd9c7ef1dd`	indirekt
Go	github.com/modern-go/reflect2	`v1.0.2`	indirekt
Go	github.com/mschoch/smat	`v0.2.0`	indirekt
Go	github.com/munnerz/goautoneg	`v0.0.0-20191010083416-a7dc8b61c822`	indirekt
Go	github.com/opencontainers/runtime-spec	`v1.0.2`	indirekt
Go	github.com/opentracing/opentracing-go	`v1.2.0`	indirekt
Go	github.com/pelletier/go-toml/v2	`v2.2.4`	indirekt
Go	github.com/peterstace/simplefeatures	`v0.54.0`	indirekt
Go	github.com/pierrec/lz4/v4	`v4.1.22`	indirekt
Go	github.com/pingcap/errors	`v0.11.5-0.20241219054535-6b8c588c3122`	indirekt
Go	github.com/pingcap/failpoint	`v0.0.0-20240528011301-b51a646c7c86`	indirekt
Go	github.com/pingcap/goleveldb	`v0.0.0-20191226122134-f82aafb29989`	indirekt
Go	github.com/pingcap/kvproto	`v0.0.0-20260608025309-50b863799195`	indirekt
Go	github.com/pingcap/log	`v1.1.1-0.20221110025148-ca232912c9f3`	indirekt
Go	github.com/pkg/browser	`v0.0.0-20240102092130-5ac0b6a4141c`	indirekt
Go	github.com/pkg/errors	`v0.9.1`	indirekt
Go	github.com/planetscale/vtprotobuf	`v0.6.1-0.20240319094008-0393e58bdf10`	indirekt
Go	github.com/pmezard/go-difflib	`v1.0.1-0.20181226105442-5d4384ee4fb2`	indirekt
Go	github.com/power-devops/perfstat	`v0.0.0-20210106213030-5aafc221ea8c`	indirekt
Go	github.com/power-devops/perfstat	`v0.0.0-20240221224432-82ca36839d55`	indirekt
Go	github.com/prometheus/procfs	`v0.15.1`	indirekt
Go	github.com/quic-go/qpack	`v0.5.1`	indirekt
Go	github.com/quic-go/quic-go	`v0.54.1`	indirekt
Go	github.com/rcrowley/go-metrics	`v0.0.0-20200313005456-10cdbea86bc0`	indirekt
Go	github.com/remyoudompheng/bigfft	`v0.0.0-20200410134404-eec4a21b6bb0`	indirekt
Go	github.com/remyoudompheng/bigfft	`v0.0.0-20230129092748-24d4a6f8daec`	indirekt
Go	github.com/roaringbitmap/roaring/v2	`v2.8.0`	indirekt
Go	github.com/rogpeppe/go-internal	`v1.13.1`	indirekt
Go	github.com/rogpeppe/go-internal	`v1.14.1`	indirekt
Go	github.com/rs/xid	`v1.5.0`	indirekt
Go	github.com/rs/xid	`v1.6.0`	indirekt
Go	github.com/russross/blackfriday/v2	`2.1.0`	indirekt
Go	github.com/sean-/seed	`v0.0.0-20170313163322-e2103e2c3529`	indirekt
Go	github.com/shirou/gopsutil	`v3.20.11+incompatible`	indirekt
Go	github.com/shirou/gopsutil/v3	`v3.23.12`	indirekt
Go	github.com/shoenig/go-m1cpu	`v0.1.6`	indirekt
Go	github.com/smartystreets/assertions	`v1.2.0`	indirekt
Go	github.com/smartystreets/goconvey	`v1.7.2`	indirekt
Go	github.com/spf13/pflag	`v1.0.5`	indirekt
Go	github.com/spf13/pflag	`v1.0.9`	indirekt
Go	github.com/spiffe/go-spiffe/v2	`v2.6.0`	indirekt
Go	github.com/stackexchange/wmi	`v0.0.0-20190523213315-cbe66965904d`	indirekt
Go	github.com/stretchr/objx	`v0.5.2`	indirekt
Go	github.com/tiancaiamao/gp	`v0.0.0-20221230034425-4025bc8a4d4a`	indirekt
Go	github.com/tidwall/match	`v1.1.1`	indirekt
Go	github.com/tidwall/pretty	`v1.2.0`	indirekt
Go	github.com/tikv/pd/client	`v0.0.0-20260609141937-b01426f6b08b`	indirekt
Go	github.com/tjfoc/gmsm	`v1.4.1`	indirekt
Go	github.com/tklauser/go-sysconf	`v0.3.12`	indirekt
Go	github.com/tklauser/go-sysconf	`v0.3.15`	indirekt
Go	github.com/tklauser/numcpus	`v0.10.0`	indirekt
Go	github.com/tklauser/numcpus	`v0.6.1`	indirekt
Go	github.com/tmc/grpc-websocket-proxy	`v0.0.0-20201229170055-e5319fda7802`	indirekt
Go	github.com/twitchyliquid64/golang-asm	`v0.15.1`	indirekt
Go	github.com/twmb/murmur3	`v1.1.3`	indirekt
Go	github.com/twmb/murmur3	`v1.1.6`	indirekt
Go	github.com/uber/jaeger-client-go	`v2.30.0+incompatible`	indirekt
Go	github.com/ugorji/go/codec	`v1.3.0`	indirekt
Go	github.com/urfave/cli	`1.22.5`	indirekt
Go	github.com/valyala/bytebufferpool	`v1.0.0`	indirekt
Go	github.com/valyala/fasttemplate	`v1.2.2`	indirekt
Go	github.com/xiang90/probing	`v0.0.0-20190116061207-43a291ad63a2`	indirekt
Go	github.com/yusufpapurcu/wmi	`v1.2.3`	indirekt
Go	github.com/yusufpapurcu/wmi	`v1.2.4`	indirekt
Go	go.etcd.io/bbolt	`v1.3.12`	indirekt
Go	go.etcd.io/etcd/client/pkg/v3	`v3.5.23`	indirekt
Go	go.etcd.io/etcd/client/v2	`v2.305.23`	indirekt
Go	go.etcd.io/etcd/pkg/v3	`v3.5.23`	indirekt
Go	go.etcd.io/etcd/raft/v3	`v3.5.23`	indirekt
Go	go.mongodb.org/mongo-driver	`v1.13.1`	indirekt
Go	go.opentelemetry.io/auto/sdk	`v1.1.0`	indirekt
Go	go.opentelemetry.io/auto/sdk	`v1.2.1`	indirekt
Go	go.opentelemetry.io/contrib/detectors/gcp	`v1.39.0`	indirekt
Go	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp	`v0.59.0`	indirekt
Go	go.opentelemetry.io/otel/exporters/otlp/otlptrace	`v1.20.0`	indirekt
Go	go.opentelemetry.io/otel/exporters/otlp/otlptrace	`v1.43.0`	indirekt
Go	go.opentelemetry.io/otel/metric	`v1.34.0`	indirekt
Go	go.opentelemetry.io/otel/metric	`v1.43.0`	indirekt
Go	go.opentelemetry.io/otel/sdk/metric	`v1.43.0`	indirekt
Go	go.opentelemetry.io/proto/otlp	`v1.0.0`	indirekt
Go	go.opentelemetry.io/proto/otlp	`v1.10.0`	indirekt
Go	go.uber.org/mock	`v0.5.0`	indirekt
Go	go.uber.org/multierr	`v1.11.0`	indirekt
Go	golang.org/x/arch	`v0.20.0`	indirekt
Go	golang.org/x/mod	`v0.35.0`	indirekt
Go	golang.org/x/telemetry	`v0.0.0-20260409153401-be6f6cb8b1fa`	indirekt
Go	golang.org/x/tools	`0.0.0-20201230224404-63754364767c`	indirekt
Go	golang.org/x/tools	`v0.44.0`	indirekt
Go	golang.org/x/xerrors	`v0.0.0-20200804184101-5ec99f83aff1`	indirekt
Go	golang.org/x/xerrors	`v0.0.0-20231012003039-104605ab7028`	indirekt
Go	gonum.org/v1/gonum	`v0.17.0`	indirekt
Go	google.golang.org/genproto	`v0.0.0-20250303144028-a0af3efb3deb`	indirekt
Go	google.golang.org/genproto/googleapis/api	`v0.0.0-20250303144028-a0af3efb3deb`	indirekt
Go	google.golang.org/genproto/googleapis/api	`v0.0.0-20260401024825-9d38bb4040a9`	indirekt
Go	google.golang.org/genproto/googleapis/rpc	`v0.0.0-20250227231956-55c901821b1e`	indirekt
Go	google.golang.org/genproto/googleapis/rpc	`v0.0.0-20260406210006-6f92a3bedf2d`	indirekt
Go	gopkg.in/inf.v0	`v0.9.1`	indirekt
Go	gopkg.in/ini.v1	`v1.67.0`	indirekt
Go	k8s.io/client-go	`v0.32.3`	indirekt
Go	k8s.io/klog/v2	`v2.130.1`	indirekt
Go	k8s.io/utils	`v0.0.0-20250321185631-1f6e0b77f77e`	indirekt
Go	mosn.io/api	`v0.0.0-20210204052134-5b9a826795fd`	indirekt
Go	mosn.io/pkg	`v0.0.0-20211217101631-d914102d1baf`	indirekt
Go	sigs.k8s.io/json	`v0.0.0-20241010143419-9aa6b5e7a4b3`	indirekt
Go	sigs.k8s.io/structured-merge-diff/v4	`v4.4.2`	indirekt
Go	sigs.k8s.io/yaml	`v1.4.0`	indirekt
PyPI	allure-pytest	`—`	indirekt
PyPI	allure-pytest	`2.7.0`	indirekt
PyPI	bm25s	`0.2.0`	indirekt
PyPI	bm25s	`0.2.13`	indirekt
PyPI	deepdiff	`8.6.1`	indirekt
PyPI	delayed-assert	`0.3.5`	indirekt
PyPI	docker	`5.0.0`	indirekt
PyPI	duckdb	`—`	indirekt
PyPI	etcd-sdk-python	`0.0.6`	indirekt
PyPI	faker	`19.2.0`	indirekt
PyPI	fastparquet	`2023.7.0`	indirekt
PyPI	grpcio	`1.53.2`	indirekt
PyPI	grpcio-tools	`1.37.1`	indirekt
PyPI	h5py	`3.11.0`	indirekt
PyPI	kubernetes	`17.17.0`	indirekt
PyPI	locust	`2.25.0`	indirekt
PyPI	loguru	`0.7.0`	indirekt
PyPI	loguru	`0.7.3`	indirekt
PyPI	minio	`—`	indirekt
PyPI	minio	`7.2.0`	indirekt
PyPI	ml-dtypes	`0.5.1`	indirekt
PyPI	nested-lookup	`0.2.22`	indirekt
PyPI	npy-append-array	`0.9.19`	indirekt
PyPI	numpy	`1.24.3`	indirekt
PyPI	numpy	`2.2.6`	indirekt
PyPI	obstore	`0.9.1`	indirekt
PyPI	pandas	`—`	indirekt
PyPI	pandas	`2.2.3`	indirekt
PyPI	pathlib2	`—`	indirekt
PyPI	prettytable	`3.8.0`	indirekt
PyPI	protobuf	`—`	indirekt
PyPI	psutil	`5.9.8`	indirekt
PyPI	pyarrow	`14.0.1`	indirekt
PyPI	pyarrow	`21.0.0`	indirekt
PyPI	pyarrow	`23.0.1`	indirekt
PyPI	pyiceberg	`0.8.1`	indirekt
PyPI	pylance	`0.35.0`	indirekt
PyPI	pylance	`6.0.0`	indirekt
PyPI	pymilvus	`—`	indirekt
PyPI	pymilvus	`2.0.0rc8`	indirekt
PyPI	pymilvus	`2.4.0rc19`	indirekt
PyPI	pymilvus-pg	`0.1.3`	indirekt
PyPI	pytest	`7.2.0`	indirekt
PyPI	pytest	`8.3.4`	indirekt
PyPI	pytest-assume	`2.4.3`	indirekt
PyPI	pytest-asyncio	`0.24.0`	indirekt
PyPI	pytest-cov	`2.8.1`	indirekt
PyPI	pytest-html	`3.1.1`	indirekt
PyPI	pytest-level	`0.1.1`	indirekt
PyPI	pytest-parallel	`—`	indirekt
PyPI	pytest-print	`0.2.1`	indirekt
PyPI	pytest-random-order	`—`	indirekt
PyPI	pytest-repeat	`0.8.0`	indirekt
PyPI	pytest-rerunfailures	`14.0`	indirekt
PyPI	pytest-sugar	`0.9.5`	indirekt
PyPI	pytest-tagging	`1.6.0`	indirekt
PyPI	pytest-timeout	`1.3.3`	indirekt
PyPI	pytest-xdist	`2.5.0`	indirekt
PyPI	python-benedict	`0.24.3`	indirekt
PyPI	python-dotenv	`—`	indirekt
PyPI	pyyaml	`6.0`	indirekt
PyPI	pyyaml	`6.0.2`	indirekt
PyPI	requests	`—`	indirekt
PyPI	rich	`13.7.0`	indirekt
PyPI	rjieba	`0.1.11`	indirekt
PyPI	scikit-learn	`—`	indirekt
PyPI	shapely	`—`	indirekt
PyPI	shapely	`2.1.1`	indirekt
PyPI	streamlit	`—`	indirekt
PyPI	substrait	`0.26.0`	indirekt
PyPI	tantivy	`0.22.0`	indirekt
PyPI	tenacity	`—`	indirekt
PyPI	tenacity	`8.1.0`	indirekt
PyPI	tenacity	`8.2.3`	indirekt
PyPI	typing-extensions	`4.12.2`	indirekt
PyPI	tzdata	`—`	indirekt
PyPI	ujson	`5.10.0`	indirekt
PyPI	unidecode	`1.3.8`	indirekt
PyPI	urllib3	`—`	indirekt
PyPI	vortex-data	`0.56.0`	indirekt
PyPI	xgboost	`3.3.0`	indirekt
PyPI	xxhash	`—`	indirekt

JSON-Rohbericht maschinenlesbar

{
  "data": {
    "repo": {
      "topics": [
        "anns",
        "nearest-neighbor-search",
        "faiss",
        "vector-search",
        "image-search",
        "hnsw",
        "vector-database",
        "embedding-database",
        "embedding-store",
        "vector-store",
        "vector-similarity",
        "embedding-similarity",
        "distributed",
        "golang",
        "llm",
        "cloud-native",
        "diskann",
        "rag"
      ],
      "is_fork": false,
      "size_kb": 306902,
      "has_wiki": true,
      "homepage": "https://milvus.io",
      "languages": {
        "C": 129882,
        "Go": 36561666,
        "C++": 12561757,
        "HTML": 130785,
        "ANTLR": 10495,
        "CMake": 86196,
        "Shell": 323094,
        "Groovy": 169975,
        "Python": 13492038,
        "Assembly": 2644,
        "Makefile": 39920,
        "Batchfile": 4558,
        "Dockerfile": 41563
      },
      "pushed_at": "2026-07-15T18:00:36Z",
      "created_at": "2019-09-16T06:43:43Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-15T18:14:32Z",
      "description": "Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "primary_language": "Go",
      "significant_languages": [
        "Go",
        "Python",
        "C++"
      ]
    },
    "owner": {
      "blog": "https://milvus.io/",
      "name": "The Milvus Project",
      "type": "Organization",
      "login": "milvus-io",
      "company": null,
      "location": "San Francisco",
      "followers": 1250,
      "avatar_url": "https://avatars.githubusercontent.com/u/51735404?v=4",
      "created_at": "2019-06-12T06:10:40Z",
      "is_verified": null,
      "public_repos": 67,
      "account_age_days": 2590
    },
    "activity": {
      "releases_count": 100,
      "commits_last_year": 2377,
      "latest_release_at": "2026-07-14T06:44:48Z",
      "latest_release_tag": "v2.6.20",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 51,
      "days_since_latest_release": 1,
      "mean_days_between_releases": 10.9
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 87,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "github.com/milvus-io/milvus/client/v2",
          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "go",
          "matches_repo": true,
          "registry_url": "https://pkg.go.dev/github.com/milvus-io/milvus/client/v2",
          "is_deprecated": false,
          "latest_version": "v2.6.5",
          "repository_url": "https://github.com/milvus-io/milvus",
          "versions_count": 14,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": null,
          "latest_published_at": "2026-05-25T22:32:32Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 50
        },
        {
          "name": "github.com/milvus-io/milvus",
          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "go",
          "matches_repo": true,
          "registry_url": "https://pkg.go.dev/github.com/milvus-io/milvus",
          "is_deprecated": false,
          "latest_version": "v1.1.1",
          "repository_url": "https://github.com/milvus-io/milvus",
          "versions_count": 22,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": null,
          "latest_published_at": "2021-06-16T06:49:09Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 1855
        }
      ]
    },
    "popularity": {
      "forks": 4121,
      "stars": 45239,
      "watchers": 333,
      "open_issues_and_prs": 1059
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
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                "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": "64 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": "good",
        "name": "AI Readiness",
        "value": 84,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 9417
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 88,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "client/Makefile",
                "pkg/Makefile",
                "tests/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, client/Makefile, pkg/Makefile, tests/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, client/Makefile, pkg/Makefile, tests/Makefile"
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                  }
                ],
                "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": ".golangci.yml, ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml, ruff.toml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 97,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 937446,
              "source_files_sampled": 4566,
              "oversized_source_files": 235
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "235/4566 source files over 60KB",
                "points": 52.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 4566,
                      "oversized": 235
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "cmd/tools/migration/backend/backup_header.proto",
                "cmd/tools/migration/legacy/legacy.proto",
                "pkg/eventlog/event_log.proto",
                "pkg/proto/cgo_msg.proto",
                "pkg/proto/clustering.proto",
                "pkg/proto/data_coord.proto",
                "pkg/proto/etcd_meta.proto",
                "pkg/proto/index_cgo_msg.proto",
                "pkg/proto/index_coord.proto",
                "pkg/proto/internal.proto",
                "pkg/proto/messages.proto",
                "pkg/proto/model_service.proto",
                "pkg/proto/plan.proto",
                "pkg/proto/proxy.proto",
                "pkg/proto/query_coord.proto",
                "pkg/proto/root_coord.proto",
                "pkg/proto/segcore.proto",
                "pkg/proto/streaming.proto",
                "pkg/proto/worker.proto",
                "pkg/streaming/walimpls/impls/pulsar/message_id_data.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "cmd/tools/migration/backend/backup_header.proto, cmd/tools/migration/legacy/legacy.proto, pkg/eventlog/event_log.proto, pkg/proto/cgo_msg.proto, pkg/proto/clustering.proto, pkg/proto/data_coord.proto, pkg/proto/etcd_meta.proto, pkg/proto/index_cgo_msg.proto, pkg/proto/index_coord.proto, pkg/proto/internal.proto, pkg/proto/messages.proto, pkg/proto/model_service.proto, pkg/proto/plan.proto, pkg/proto/proxy.proto, pkg/proto/query_coord.proto, pkg/proto/root_coord.proto, pkg/proto/segcore.proto, pkg/proto/streaming.proto, pkg/proto/worker.proto, pkg/streaming/walimpls/impls/pulsar/message_id_data.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "cmd/tools/migration/backend/backup_header.proto, cmd/tools/migration/legacy/legacy.proto, pkg/eventlog/event_log.proto, pkg/proto/cgo_msg.proto, pkg/proto/clustering.proto, pkg/proto/data_coord.proto, pkg/proto/etcd_meta.proto, pkg/proto/index_cgo_msg.proto, pkg/proto/index_coord.proto, pkg/proto/internal.proto, pkg/proto/messages.proto, pkg/proto/model_service.proto, pkg/proto/plan.proto, pkg/proto/proxy.proto, pkg/proto/query_coord.proto, pkg/proto/root_coord.proto, pkg/proto/segcore.proto, pkg/proto/streaming.proto, pkg/proto/worker.proto, pkg/streaming/walimpls/impls/pulsar/message_id_data.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-15T20:46:26.399727Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/milvus-io/milvus.svg",
  "full_name": "milvus-io/milvus",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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