Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-28 00:39 UTC

yurivict / milvus

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

Go · Python · C++Apache-2.0★ 0 estrellas⑂ 0 forksdesde dic 2025forkVer en GitHub ↗

yurivict/milvus tiene un índice de salud de 47 sobre 100, lo que lo sitúa en la banda En riesgo. Su puntuación más alta es Engineering Quality (75/100) y la más baja, Community & Adoption (12/100). Se actualizó por última vez hace 236 días. 14 personas concentran la mayor parte del trabajo reciente.

47
global / 100
En riesgo

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

47
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

Titularidad

Yuri VictorovichCuenta personal
134 seguidores208 repositorios públicosdesde may 2010

Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
Gogithub.com/yurivict/milvus/v2v2.6.6-121hace 236 días
Gogithub.com/yurivict/milvusv1.1.1-21hace 1867 días

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

47En riesgo · 22% del índice global
Cómo se puntúa
3.6/36Recencia de push — último push hace 236 días
12.5/36Cadencia de commits — 18/52 semanas con commits
18/18Volumen de commits — 684 commits en el último año
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Datos de entrada utilizados
commits_last_year684
human_commit_share1
days_since_last_push236
active_weeks_last_year18
Cómo se puntúa
16.2/27Publica versiones — 62 etiquetas de versión (sin releases de GitHub)
16.2/36Recencia de las versiones — última versión hace 236 días
27/27Cadencia de publicación — una versión cada ~19,2 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count62
latest_release_tagv2.6.6
releases_from_tags
days_since_latest_release236
mean_days_between_releases19,2
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?

12Crítico · 18% del índice global
Cómo se puntúa
0/60Estrellas — 0 estrellas
0/25Forks — 0 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
0/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readmeno
has_licenseno
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

64Moderado · 24% del índice global
Cómo se puntúa
54/54Factor bus — la mitad de los commits recae en 14 contribuyente(s)
20.9/22.5Distribución de commits — el principal contribuyente firma el 7% de los commits
13.5/13.5Amplitud de contribuyentes — 98 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations
Datos de entrada utilizados
bus_factor14
contributors_sampled98
top_contributor_share0,073
Cómo se puntúa
0/46.8Resolución de issues — sin issues o sin datos
0/38.3Aceptación de PR — sin PR decididos o sin datos
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues, Aceptación de PR. Los pesos restantes se han renormalizado.
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
15.3/25Alcance del propietario — 134 seguidores de yurivict
25/25Trayectoria — 208 repos públicos, cuenta de ~16 años
Datos de entrada utilizados
followers134
owner_typeUser
is_verified
owner_loginyurivict
public_repos208
account_age_days5923
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 2 paquete(s) en go
26/35Recencia de publicación — última publicación hace 236 días
20/20Historial de versiones — 121 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/yurivict/milvus/v2, github.com/yurivict/milvus
ecosystemsgo
any_deprecatedno
min_days_since_publish236

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

75Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 28 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .golangci.yml
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.

Documentación

50Moderado
Cómo se puntúa
0/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://milvus.io
0/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics
has_wiki
homepagehttps://milvus.io
has_readmeno
has_docs_dir
has_descriptionno

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

24Crítico · 16% del índice global
Cómo se puntúa
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — sin datos
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 8 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 82 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate2,4
Excluidos de la puntuación (sin datos o no aplicable): ci_tests, packaging, signed_releases. Los pesos restantes se han renormalizado.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

62Moderado · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 97 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,97
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — Makefile, client/Makefile, pkg/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .golangci.yml
11/11Verificación estática de tipos — Go (tipado estático)
10/10Entorno reproducible — Dockerfile, lockfile
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilesCargo.lock, go.sum
has_dockerfile
typed_language
bootstrap_filesMakefile, client/Makefile, pkg/Makefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifestsclient/go.mod, go.mod, internal/core/thirdparty/tantivy/tantivy-binding/Cargo.toml, pkg/go.mod, tests/go_client/go.mod
dependency_bot_commit_share0
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
53/55Tamaños de archivo manejables — 137/3748 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes937.448
source_files_sampled3748
oversized_source_files137
Cómo se puntúa
40/40Esquema de API (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
0/20Servidor MCP
0/40Ejemplos ejecutables
Datos de entrada utilizados
example_dirs
has_mcp_signalno
api_schema_filescmd/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

Datos clave

0estrellas de GitHub
98contribuidores
684commits en los últimos 12 meses
236días desde el último push
62versiones publicadas
14factor bus
0issues abiertas
Goecosistemas de paquetes

Advertencias de recopilación de datos

  • Community profile unavailable
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Más detalle

OpenSSF Scorecard 2.4 / 10
2.4agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-28 00:38 UTC

9Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
n/dCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 8 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities82 existing vulnerabilities detected
Dependencias directas 152
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/blang/semver/v4v4.0.0client/go.mod
Gogithub.com/cockroachdb/errorsv1.9.1client/go.mod
Gogithub.com/grpc-ecosystem/go-grpc-middlewarev1.3.0client/go.mod
Gogithub.com/yurivict/milvus-proto/go-api/v2v2.6.6-0.20251119054300-fcb3986f4af1client/go.mod
Gogithub.com/yurivict/milvus/v2/pkg/v2v2.6.4-0.20251104142533-a2ce70d25256client/go.mod
Gogithub.com/quasilyte/go-ruleguard/dslv0.3.23client/go.mod
Gogithub.com/samber/lov1.27.0client/go.mod
Gogithub.com/stretchr/testifyv1.11.1client/go.mod
Gogithub.com/tidwall/gjsonv1.17.1client/go.mod
Gogo.uber.org/atomicv1.11.0client/go.mod
Gogoogle.golang.org/grpcv1.71.0client/go.mod
Gogoogle.golang.org/protobufv1.36.5client/go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azcorev1.11.1go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/storage/azblobv1.1.0go.mod
Gogithub.com/apache/arrow/go/v17v17.0.0go.mod
Gogithub.com/bits-and-blooms/bloom/v3v3.3.1go.mod
Gogithub.com/blang/semver/v4v4.0.0go.mod
Gogithub.com/casbin/casbin/v2v2.44.2go.mod
Gogithub.com/casbin/json-adapter/v2v2.0.0go.mod
Gogithub.com/cockroachdb/errorsv1.9.1go.mod
Gogithub.com/gin-gonic/ginv1.9.1go.mod
Gogithub.com/go-playground/validator/v10v10.14.0go.mod
Gogithub.com/gofrs/flockv0.8.1go.mod
Gogithub.com/google/btreev1.1.2go.mod
Gogithub.com/grpc-ecosystem/go-grpc-middlewarev1.3.0go.mod
Gogithub.com/klauspost/compressv1.17.9go.mod
Gogithub.com/mgutz/ansiv0.0.0-20200706080929-d51e80ef957dgo.mod
Gogithub.com/yurivict/milvus-proto/go-api/v2v2.6.6-0.20251119054300-fcb3986f4af1go.mod
Gogithub.com/minio/minio-go/v7v7.0.73go.mod
Gogithub.com/prometheus/client_golangv1.20.5go.mod
Gogithub.com/prometheus/client_modelv0.6.1go.mod
Gogithub.com/prometheus/commonv0.55.0go.mod
Gogithub.com/quasilyte/go-ruleguard/dslv0.3.23go.mod
Gogithub.com/samber/lov1.27.0go.mod
Gogithub.com/sbinet/npyiov0.6.0go.mod
Gogithub.com/soheilhy/cmuxv0.1.5go.mod
Gogithub.com/spf13/castv1.3.1go.mod
Gogithub.com/spf13/viperv1.8.1go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/tikv/client-go/v2v2.0.4go.mod
Gogo.etcd.io/etcd/api/v3v3.5.23go.mod
Gogo.etcd.io/etcd/client/v3v3.5.23go.mod
Gogo.etcd.io/etcd/server/v3v3.5.23go.mod
Gogo.opentelemetry.io/otelv1.34.0go.mod
Gogo.opentelemetry.io/otel/tracev1.34.0go.mod
Gogo.uber.org/atomicv1.11.0go.mod
Gogo.uber.org/zapv1.27.0go.mod
Gogolang.org/x/cryptov0.41.0go.mod
Gogolang.org/x/expv0.0.0-20240506185415-9bf2ced13842go.mod
Gogolang.org/x/netv0.43.0go.mod
Gogolang.org/x/oauth2v0.28.0go.mod
Gogolang.org/x/syncv0.16.0go.mod
Gogolang.org/x/textv0.28.0go.mod
Gogoogle.golang.org/grpcv1.71.1go.mod
Gogoogle.golang.org/grpc/examplesv0.0.0-20220617181431-3e7b97febc7fgo.mod
Gocloud.google.com/go/storagev1.50.0go.mod
Gogithub.com/antlr4-go/antlr/v4v4.13.1go.mod
Gogithub.com/apache/pulsar-client-gov0.15.1go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.36.3go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.29.9go.mod
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.17.62go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.23.0go.mod
Gogithub.com/bits-and-blooms/bitsetv1.10.0go.mod
Gogithub.com/bytedance/mockeyv1.2.14go.mod
Gogithub.com/bytedance/sonicv1.14.0go.mod
Gogithub.com/cenkalti/backoff/v4v4.2.1go.mod
Gogithub.com/cockroachdb/redactv1.1.3go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/greatroar/blobloomv0.0.0-00010101000000-000000000000go.mod
Gogithub.com/hashicorp/golang-lru/v2v2.0.7go.mod
Gogithub.com/jolestar/go-commons-pool/v2v2.1.2go.mod
Gogithub.com/magiconair/propertiesv1.8.7go.mod
Gogithub.com/yurivict/milvus/v2/client/v2v2.0.0-00010101000000-000000000000go.mod
Gogithub.com/yurivict/milvus/v2/pkg/v2v2.6.4go.mod
Gogithub.com/pkg/errorsv0.9.1go.mod
Gogithub.com/remeh/sizedwaitgroupv1.0.0go.mod
Gogithub.com/shirou/gopsutil/v4v4.24.10go.mod
Gogithub.com/tidwall/gjsonv1.17.1go.mod
Gogithub.com/twpayne/go-geomv1.6.1go.mod
Gogithub.com/valyala/fastjsonv1.6.4go.mod
Gogithub.com/zeebo/xxh3v1.0.2go.mod
Gogo.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpcv0.59.0go.mod
Gogoogle.golang.org/apiv0.224.0go.mod
Gogoogle.golang.org/protobufv1.36.5go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gomosn.io/holmesv1.0.2go.mod
Gocloud.google.com/go/storagev1.50.0pkg/go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azcorev1.11.1pkg/go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azidentityv1.6.0pkg/go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/storage/azblobv1.1.0pkg/go.mod
Gogithub.com/aliyun/credentials-gov1.2.7pkg/go.mod
Gogithub.com/apache/pulsar-client-gov0.15.1pkg/go.mod
Gogithub.com/benesch/cgosymbolizerv0.0.0-20190515212042-bec6fe6e597bpkg/go.mod
Gogithub.com/blang/semver/v4v4.0.0pkg/go.mod
Gogithub.com/cenkalti/backoff/v4v4.2.1pkg/go.mod
Gogithub.com/cockroachdb/errorsv1.9.1pkg/go.mod
Gogithub.com/confluentinc/confluent-kafka-gov1.9.1pkg/go.mod
Gogithub.com/containerd/cgroups/v3v3.0.3pkg/go.mod
Gogithub.com/dave/jenniferv1.7.1pkg/go.mod
Gogithub.com/expr-lang/exprv1.15.7pkg/go.mod
Gogithub.com/grpc-ecosystem/go-grpc-middlewarev1.3.0pkg/go.mod
Gogithub.com/huaweicloud/huaweicloud-sdk-go-v3v0.1.174pkg/go.mod
Gogithub.com/jolestar/go-commons-pool/v2v2.1.2pkg/go.mod
Gogithub.com/json-iterator/gov1.1.13-0.20220915233716-71ac16282d12pkg/go.mod
Gogithub.com/klauspost/compressv1.17.9pkg/go.mod
Gogithub.com/yurivict/milvus-proto/go-api/v2v2.6.6-0.20251119054300-fcb3986f4af1pkg/go.mod
Gogithub.com/minio/minio-go/v7v7.0.73pkg/go.mod
Gogithub.com/panjf2000/ants/v2v2.11.3pkg/go.mod
Gogithub.com/prometheus/client_golangv1.20.5pkg/go.mod
Gogithub.com/quasilyte/go-ruleguard/dslv0.3.22pkg/go.mod
Gogithub.com/remeh/sizedwaitgroupv1.0.0pkg/go.mod
Gogithub.com/samber/lov1.27.0pkg/go.mod
Gogithub.com/shirou/gopsutil/v3v3.23.12pkg/go.mod
Gogithub.com/sirupsen/logrusv1.9.3pkg/go.mod
Gogithub.com/spaolacci/murmur3v1.1.0pkg/go.mod
Gogithub.com/spf13/castv1.3.1pkg/go.mod
Gogithub.com/streamnative/pulsarctlv0.5.0pkg/go.mod
Gogithub.com/stretchr/testifyv1.11.1pkg/go.mod
Gogithub.com/tecbot/gorocksdbv0.0.0-20191217155057-f0fad39f321cpkg/go.mod
Gogithub.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/commonv1.0.865pkg/go.mod
Gogithub.com/tidwall/gjsonv1.17.0pkg/go.mod
Gogithub.com/tikv/client-go/v2v2.0.4pkg/go.mod
Gogithub.com/twpayne/go-geomv1.6.1pkg/go.mod
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Gogopkg.in/yaml.v2v2.4.0pkg/go.mod
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          "oid": "5b85f0e4dc4949a3b61abd85f56d641a7642f757",
          "body": "…es in every loop (#45680)\n\nissue: https://github.com/milvus-io/milvus/issues/45679\n\nSigned-off-by: Buqian Zheng <zhengbuqian@gmail.com>",
          "is_bot": false,
          "headline": "enhance: updated multiple places where the expr copies the input valu…",
          "author_name": "Buqian Zheng",
          "author_login": "zhengbuqian",
          "committed_at": "2025-11-19T17:51:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ee8c01bcf0b1a8085777073a8fbe142fcdb4c07",
          "body": "Signed-off-by: chasingegg <chao.gao@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: prefetch vector chunks for sealed non-indexed segments (#45665)",
          "author_name": "Gao",
          "author_login": "chasingegg",
          "committed_at": "2025-11-19T10:39:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "03a244844e1692bb4c5508efb4bd2d4f172ecfe5",
          "body": "issue: #45674\n\n---------\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Set task init when worker doesn't have task (#45675)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-19T10:03:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40fdf1e8289beba63f42d13ca4fd678215183dbf",
          "body": "Remove the log stack when setting isCompacting\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Enable to merge sort one segment (#45652)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-19T07:21:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8073eb90bddac32d9261dbe8f02857049b59f67",
          "body": "issue: #45635\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: panic when double close channel of ack broadcast (#45661)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-19T06:25:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3b8bcb19867ec3203ad96e4a17af75b69a4dad0",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44585\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: correct default value backfill during AddField (#45634)",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-18T15:05:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "947c8855f3662a77568ad56f3468a17b6c334cf7",
          "body": "relate: https://github.com/milvus-io/milvus/issues/42589\n\n---------\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "feat: support search bm25 with highlight (#44923)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-18T08:09:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16acf8829b5b623d5f2940f4286eed1541ed39e0",
          "body": "issue: https://github.com/milvus-io/milvus/issues/43611\n\nSigned-off-by: Shawn Wang <shawn.wang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: expr: only prefetch chunks once (#45554)",
          "author_name": "sparknack",
          "author_login": "sparknack",
          "committed_at": "2025-11-18T07:51:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7708abd8fe456820a84ccdfadc03321ed14763af",
          "body": "issue: #45068\nWhen component.Prepare() fails (e.g., net listener creation error), the\nsign channel was never closed, causing runComponent to block\nindefinitely at <-sign. This resulted in the entire process hanging\nafter logging the error message.\n\nChanges:\n- Move close(sign) to defer statement in r\n[…]\nroutine\n- Ensures sign channel is always closed regardless of success/failure\n- Allows proper error propagation through future.Await() mechanism\n\n---------\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Prevent deadlock in runComponent when Prepare fails (#45609)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-11-18T07:41:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b734de5398dbcc18121dcb970e2331b9ed85005e",
          "body": "…zilliz client tests (#45645)\n\nThe tests were failing with \"grpc: Server.RegisterService after\nServer.Serve\" because setupMockServer() was starting the gRPC server\nbefore tests could register their services. gRPC requires all services\nto be registered before Server.Serve() is called.\n\nChanges:\n- Rem\n[…]\ncycle:\n1. Create server\n2. Register services\n3. Start serving\n\nRelated to #44620\nCase: \"internal/util/function/models/zilliz TestZillizClient_Rerank\"\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: [skip e2e] move gRPC server start after service registration in …",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-18T07:31:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a0e2fe78f32d651482803b2a82d8c7f6e11d29ab",
          "body": "issue:#43427\n\n---------\n\nSigned-off-by: xiejh <862103595@qq.com>",
          "is_bot": false,
          "headline": "enhance: Add ST_IsValid operator implementation for gis (#45501)",
          "author_name": "862103595",
          "author_login": "862103595",
          "committed_at": "2025-11-18T07:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "caed0fe470d9ac696e309622f4995099925cba94",
          "body": "…f assignment recovery info (#45606)\n\nissue: #45210\n\nIf the underlying WAL is failed to open, the recovery info size of\nstreaming coord `streamingcoord-meta/pchannel` will increase fast until\nreaching the etcd limitation.\nSo make a compaction by serverID at assignment history to decrease the\n`streamingcoord-meta/pchannel` size.\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: compact the assignment history of channel to decrease the size o…",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-18T04:47:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ba75eea6284cecf5657d9b253ccc06be52c26a4",
          "body": "To prevent this issue from blocking other PRs, we are temporarily\ndisabling this test. A proper fix will be implemented before the 2.6.6\nrelease.\n\nissue: https://github.com/milvus-io/milvus/issues/45511\n\n---------\n\nSigned-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "enhance: skip test_milvus_client_search_json_path_index_default (#45604)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-11-18T02:54:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8c972a102d82878fdfadbbacf23f2127fb29d20",
          "body": "…dification (#45615)\n\nRelated to #45614\n\nThis commit fixes a bug where certain collection attributes were not\nproperly updated during collection modification, causing metadata errors\nafter cluster restart and collection reload failures.\n\nWhen altering a collection, the `EnableDynamicField` and `Sche\n[…]\ntadata and the\npersisted state, leading to:\n- Dynamic field validation failures after restart\n- Collection loading errors\n- Metadata state mismatches\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: update EnableDynamicField and SchemaVersion during collection mo…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-18T02:05:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7aed88113cb2bcd5e1a1c0d74067c03e14fb3e31",
          "body": "issue: #44320\n\nThis change adds deduplication logic to handle duplicate primary keys\nwithin a single upsert batch, keeping the last occurrence of each\nprimary key.\n\nKey changes:\n- Add DeduplicateFieldData function to remove duplicate PKs from field\ndata, supporting both Int64 and VarChar primary key\n[…]\nduplication with various PK types\n(Int64, VarChar) and field types (scalar, vector)\n- Add Python integration tests to verify end-to-end behavior\n\n---------\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Deduplicate primary keys in upsert request batch (#45249)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-11-17T13:35:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e9506f1d6451787d664efeae17060d8d1bc315f0",
          "body": "…ds (#45572)\n\nRelated to #45543\n\nWhen a field with a default value is added to a collection, the default\nvalue becomes null after compaction instead of retaining the expected\ndefault value.\n\n**Root Cause**\nThe `appendValueAt` function in `internal/storage/arrow_util.go`\nincorrectly checked if the en\n[…]\n - StringBuilder\n   - BinaryBuilder (added default value support for internal $meta json)\n   - ListBuilder (removed unnecessary nil check)\n\n---------\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Handle default values correctly during compaction for added fiel…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-17T11:03:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "96d0e780aca74f8e67216015bca815a352b1e1f7",
          "body": "relate: https://github.com/milvus-io/milvus/issues/45345\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "fix: segcore collection schema update not concurrent safe. (#45337)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-14T09:51:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40e20427280b72db21e38a644a07f527bf5acb84",
          "body": "issue: #43897\n\n---------\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "enhance: add more metrics for DDL framework (#45558)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-14T07:19:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a208d72243b02110ee71818c4ed30d91497a8d2",
          "body": "…-managed loading (#45488)\n\nRelated to #45060\n\nRefactor segment loading architecture to make segments autonomously\nmanage their own loading process, moving the orchestration logic from Go\n(segment_loader.go) to C++ (segcore).\n\n**C++ Layer (segcore):**\n- Added `SetLoadInfo()` and `Load()` methods to \n[…]\no segment interfaces\n- Updated mock implementations and test interfaces\n- Integrated new C++ `SegmentLoad()` binding in Go segment wrapper\n\n---------\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Move segment loading logic from Go layer to segcore for self…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-14T03:21:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0454cdaab30cb8c0c0de8c90a90f7e7d7aff1e2d",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45459\n\nThis check is unnecessary when dropping index.\n\n---------\n\nSigned-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "fix: remove validateFieldName in dropIndex (#45460)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-11-14T02:17:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c69c7fa173ab5135c34815fbfe89b7bca42acb5",
          "body": "related to #44614\nfix the issue embedded etcd are not affected by quota config\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Upgrade etcd to 3.5.23 (#44666)",
          "author_name": "Xiaofan",
          "author_login": "xiaofan-luan",
          "committed_at": "2025-11-14T01:47:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc07be3c30308d12a7417344341a1e23171b98cb",
          "body": "issue: #45533\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Ignore compaction task when from segment is not healthy (#45534)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-13T15:07:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "102481e53f0beb98e143bef02986554e6c958834",
          "body": "https://github.com/milvus-io/milvus/issues/44053\n\nSigned-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Support add_function/alter_function/drop_function (#44895)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2025-11-13T12:53:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7a5a87b11742012e163f7d840f866dccb210ca1",
          "body": "issue: #45344\n\nSigned-off-by: chasingegg <chao.gao@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: update maxConnections config version (#45546)",
          "author_name": "Gao",
          "author_login": "chasingegg",
          "committed_at": "2025-11-13T09:57:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db42b2df7558b859a8fc79f27d65f5544bb2c3a5",
          "body": "Issue: #45489 \n<fix>: <fix partial update chaos checker>\n\n On branch feature/partial-update\n Changes to be committed:\n\tmodified:   chaos/checker.py\n\n---------\n\nSigned-off-by: Eric Hou <eric.hou@zilliz.com>\nCo-authored-by: Eric Hou <eric.hou@zilliz.com>",
          "is_bot": false,
          "headline": "test: fix partial update chaos checker (#45492)",
          "author_name": "Feilong Hou",
          "author_login": "FeilongHou",
          "committed_at": "2025-11-13T09:29:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09a31958679623134cb23abc3a029d2e0b244406",
          "body": "related: https://github.com/milvus-io/milvus/issues/45344\n\nSigned-off-by: chasingegg <chao.gao@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: support max_connections config for remote storage (#45225)",
          "author_name": "Gao",
          "author_login": "chasingegg",
          "committed_at": "2025-11-13T07:37:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "929dc658829076ec74fa50e7e4a0a7f9f7132d8e",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45380\n\n---------\n\nSigned-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "fix: fix index compatibility after upgrade  (#45373)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-11-13T04:59:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50f198e346a8b109b2d1c55d6fea703049fccaca",
          "body": "https://github.com/milvus-io/milvus/issues/35856\n\nSigned-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Support zilliz models (#45168)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2025-11-13T04:55:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e31eec292156cecd0aa16a5822bbb5c3cd0ef4f2",
          "body": "Automated daily bump from pymilvus master branch. Updates\ntests/python_client/requirements.txt.\n\nSigned-off-by: XuanYang-cn <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "test: Increase PyMilvus version to 2.7.0rc56 for master branch (#45515)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-13T03:33:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e48fe7f8206c85d57a3bf5e192b84a738cb4b21d",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45006\n\nSigned-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix bulkimport bug for Struct field (#45474)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-11-13T03:31:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9895bb90493f92154072cff6765a7a2a17c952b",
          "body": "related to #45303\nfix milvus pod may restart when etcd pod start\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: add robust handle etcd servercrash (#45304)",
          "author_name": "Xiaofan",
          "author_login": "xiaofan-luan",
          "committed_at": "2025-11-13T02:23:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "406fa7b694172a032f7e405c009660a50972f74e",
          "body": "related: #45318\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "fix: failed to get raw data for hybrid index(#45318) (#45411)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2025-11-13T02:17:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7fb8ed38caf3688b4dfc92eef5b8d8e190f1bfb",
          "body": "…fer replica (#45506)\n\nissue: #45452\n\n- alias/rename related DDL should use database level exclusive lock\n- alias cannot use as the resource key of lock, use collection name\ninstead\n- transfer replica should use WAL-based framework\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: use the right resource key lock for ddl and use new ddl in trans…",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-12T11:01:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cabc47ce01bfd0f9d1808b74cc330b48bf1e076e",
          "body": "…(#45428)\n\n1. Ensure replica creation is idempotent.\n2. Prevent currentTarget update when replica is missing.\n3. Move the wait-for-release logic into the DDL framework's callback,\nand add a timeout to prevent it from blocking the DDL callback\nindefinitely.\n\nissue: https://github.com/milvus-io/milvus/issues/45301,\nhttps://github.com/milvus-io/milvus/issues/45274,\nhttps://github.com/milvus-io/milvus/issues/45295\n\n---------\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix channel not available error and release collection blocking …",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-12T10:55:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28d0755aaa2c47aefaaed59dd5d90cf452ab210e",
          "body": "This causes collection schema properties is empty in datacoord caches,\nthus making compaction, indexing, unable to get properties from schema.\n\nSee also: #45053, #45159\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Set schema properties before broadcast alter collection (#45502)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-12T10:11:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b01af55b9c18cb639c5c702964272dc12777ea3",
          "body": "issue: #45476\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: remove collection meta when drop partition (#45493)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-11T15:39:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "216c576da2d4d85bc43e9786e3c5c601edc4568a",
          "body": "… query completion (#45413)\n\nissue: #45314\n\nThis PR only ensures that no panic occurs. However, we still need to\nprovide protection for the delegator handling ongoing query tasks.\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Retain collection early to prevent it from being released before…",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-11T12:29:37Z",
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          "body": "issue: https://github.com/milvus-io/milvus/issues/45473\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Set timezone to UTC and ensure tzdata support (#45483)",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-11T09:47:36Z",
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          "body": "/kind improvement\n\nSigned-off-by: zhuwenxing <wenxing.zhu@zilliz.com>",
          "is_bot": false,
          "headline": "test: fix apikey setting in restful v2 testcases (#45396)",
          "author_name": "zhuwenxing",
          "author_login": "zhuwenxing",
          "committed_at": "2025-11-11T09:27:40Z",
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          "is_bot": false,
          "headline": "fix: Fix target segment marked dropped for save stats result twice (#…",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-11T09:19:38Z",
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          "body": "… scenarios (#45360)\n\nissue: #43611\n\n---------\n\nSigned-off-by: Shawn Wang <shawn.wang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: some optimization of scalar field fetching in tiered storage…",
          "author_name": "sparknack",
          "author_login": "sparknack",
          "committed_at": "2025-11-11T09:17:41Z",
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          "body": "issue: #45397\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "fix: alter collection with alias failed (#45447)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2025-11-11T08:05:36Z",
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        },
        {
          "oid": "4797bb6ab2033b2cbff83f1ddac7098a6ad6018e",
          "body": "issue: #45403, #45463\n\n- fix the Nightly E2E failures.\n- fix the wrong update timetick of altering collection to fix the\nrelated load failure.\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: wrong update timetick of collection meta info (#45461)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-11T08:01:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "e3c1673191c60c9ef22b322f22d89558fad206d1",
          "body": "issue: #45450\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix filter geometry for growing with mmap (#45464)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-11T07:39:36Z",
          "body_truncated": false,
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        },
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          "oid": "843b487d1ad70738ccd026d091cac5ae03219bd9",
          "body": "…45475)\n\nissue: https://github.com/milvus-io/milvus/issues/45473\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Add tzdata dependency to enable IANA Time Zone ID recognition (#…",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-11T06:43:37Z",
          "body_truncated": false,
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        },
        {
          "oid": "69f3aab22934479a6cc5c2f1507efaf2713c51b5",
          "body": "related: #45298\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: milvus support huawei cloud iam verification(#45298) (#45457)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2025-11-11T06:41:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "382b1d7de6447f26877dbec6f6c7db386088ffd0",
          "body": "…lk search (#45444)\n\nRelated to #45338\n\nWhen using bulk vector search in hybrid search with rerank functions,\nthe output field values for different queries were all equal to the\nvalues returned by the first query, instead of the correct values\nbelonging to each document ID. The document IDs were cor\n[…]\nnding field data\nbased on the absolute offset within the entire batch, resolving the\nissue where all queries returned the first query's field values.\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: correct field data offset calculation in rerank functions for bu…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-11T06:39:41Z",
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        {
          "oid": "dcf490663c4a40378171f4d36d4e1138ef46d443",
          "body": "See also: #45136, #45124\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: store database event if the key is invalid (#45348)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-11T02:55:36Z",
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        },
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          "oid": "8d1ea751a6662130aea10c6499f1d4ccec1d244e",
          "body": "Related to #45445\n\nPreviously, FillFieldData for JSON fields would assert and fail when a\ndefault_value was provided, blocking index creation for JSON fields with\ndefault values (including dynamic fields like $meta).\n\nThis change enables JSON default value support by:\n- Removing the assertion that b\n[…]\nes from 2.5 to 2.6.5 where dynamic fields with\ndefault values couldn't be indexed\n- Index builds that were stuck in InProgress state can now complete\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Support JSON default values in FillFieldData (#45455)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-11T02:35:36Z",
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        {
          "oid": "6f4abab6c858749e4ff87341f58f440710649581",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45362\n\nSigned-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "fix: nextFieldID does not consider STRUCT (#45437)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-11-11T02:31:36Z",
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        {
          "oid": "45907747e281b100d163ec6bf2f31c4e535aed9d",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45443\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add /livez for Liveness Probes (#45454)",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-11T01:51:15Z",
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        },
        {
          "oid": "e9a875f7acc819ed656451cf0b2bbd038abc51a2",
          "body": "issue: #44752\n\n---------\n\nSigned-off-by: chasingegg <chao.gao@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: override index_type while creating segment index (#45416)",
          "author_name": "Gao",
          "author_login": "chasingegg",
          "committed_at": "2025-11-10T23:27:36Z",
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        },
        {
          "oid": "0e1de0073a3c37c789d63eabf713b5a0949c40ea",
          "body": "Related to #44988\n\nThis PR commit newly updated tantivy-binding.h with cargo build result\nwhich shall passes format check.\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Update tantivy-binding with cargo build result (#45458)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-10T10:09:36Z",
          "body_truncated": false,
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        {
          "oid": "b1af0df9f34bb66ce414df7694cd082b96307596",
          "body": "/kind improvement\n\nSigned-off-by: zhuwenxing <wenxing.zhu@zilliz.com>",
          "is_bot": false,
          "headline": "test:  add struct array mmap testcases (#45309)",
          "author_name": "zhuwenxing",
          "author_login": "zhuwenxing",
          "committed_at": "2025-11-10T08:49:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "931d4bf95f368f1ecb723d89ad141be4b5463cd4",
          "body": "issue: #45227\nIncrease the default session TTL to 30 seconds to tolerate etcd failover\ntime. This prevents session expiration during etcd cluster failover,\nimproving system stability.\n\nWhen etcd undergoes failover (leader election or node restart), the\nprevious 10s TTL was too short to survive the f\n[…]\nhile\nmaintaining session liveness.\n\nChanges:\n- Update DefaultSessionTTL constant from 10 to 30\n- Update SessionTTL ParamItem DefaultValue from \"10\" to \"30\"\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: increase session TTL from 10s to 30s (#45228)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-11-10T08:47:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "897ac983c887c3e05fdd552670c9c6e87c2ade32",
          "body": "This PR changes the config layout according to the latest design, and\nadds two external credential configs for aws kms\n\nSee also: #45169\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add new config and enable to dynamic update configs (#45170)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-10T06:43:35Z",
          "body_truncated": false,
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        },
        {
          "oid": "e82bf0e54f67a0d9418d74b20f98a26b1be1c7f5",
          "body": "Signed-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: fix typo of analyzer params (#45299)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-10T06:35:35Z",
          "body_truncated": false,
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        },
        {
          "oid": "f815f57b82c1c21f9b41dcef0b1f064851fa9790",
          "body": "… size (#45222)\n\nissue: #44857\n\nSigned-off-by: Shawn Wang <shawn.wang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: check both eviction and warmup when estimate segment loading…",
          "author_name": "sparknack",
          "author_login": "sparknack",
          "committed_at": "2025-11-10T06:15:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "a38a0deb437a9ba0f41f76d14926a51ae428b55d",
          "body": "…ertRecord _pk2offset_ (#45281)\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: prevent panic by adding null pointer check when clearing Ins…",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-10T03:37:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f19fb283c390f694a06240d6e3d190e7627d713c",
          "body": "Bump milvus version to v2.6.5\nSigned-off-by: sre-ci-robot sre-ci-robot@users.noreply.github.com\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "[automated] Bump milvus version to v2.6.5 (#45432)",
          "author_name": "sre-ci-robot",
          "author_login": "sre-ci-robot",
          "committed_at": "2025-11-09T12:33:38Z",
          "body_truncated": false,
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        },
        {
          "oid": "87b466fd83e5cb07c66501c2aab2d389ec05dab5",
          "body": "related: #45418\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "fix: Group value is nil(#45418) (#45422)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2025-11-08T02:29:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8bdc3f2a18353a0fcff1da662320b574e5e722e",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44123\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Add RBAC support for UpdateReplicateConfiguration (#45123)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-07T09:11:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7aa0ca5d4ec1ec340d086f258de8d174a8dae585",
          "body": "fix #45365\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Clean unused conan dependency (#45366)",
          "author_name": "Xiaofan",
          "author_login": "xiaofan-luan",
          "committed_at": "2025-11-07T09:07:34Z",
          "body_truncated": false,
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        },
        {
          "oid": "515a939edfd0c6ed6091449db11bcbcd42e4abbd",
          "body": "issue: #44452\n\nSigned-off-by: Buqian Zheng <zhengbuqian@gmail.com>",
          "is_bot": false,
          "headline": "enhance: remove obsolete code (#45307)",
          "author_name": "Buqian Zheng",
          "author_login": "zhengbuqian",
          "committed_at": "2025-11-07T08:07:35Z",
          "body_truncated": false,
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        },
        {
          "oid": "388d56fdc751b34fde088fbee7555e804e4e84ab",
          "body": "…engine, client, and tests) (#44988)\n\n### Is there an existing issue for this?\n\n- [x] I have searched the existing issues\n\n---\n\nPlease see: https://github.com/milvus-io/milvus/issues/44593 for the\nbackground\n\nThis PR makes https://github.com/milvus-io/milvus/pull/44638 redundant,\nwhich can be closed\n[…]\nnternal/core/thirdparty/tantivy/tantivy-binding && cargo test` (if\ndeveloping locally).\n\n---------\n\nSigned-off-by: Amit Kumar <amit.kumar@reddit.com>\nCo-authored-by: Amit Kumar <amit.kumar@reddit.com>",
          "is_bot": false,
          "headline": "enhance: Add support for minimum_should_match in text_match (parser, …",
          "author_name": "Amit Kumar",
          "author_login": "kumaramit01",
          "committed_at": "2025-11-07T08:07:11Z",
          "body_truncated": true,
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        },
        {
          "oid": "489288b5e3042b579cc1161425435fa224b44937",
          "body": "Related to #45359\nFixing CVE-2025-58187\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Update builder image tag upgrading go1.24.9 (#45394)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-07T07:27:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6102f001a971c8c8055a4a4cae704442d5cab793",
          "body": "relate:https://github.com/milvus-io/milvus/issues/45381\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: skip check source id (#45377)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-07T07:19:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fad5b34f7d3cf44cf0436ae7f1f31fabf17b6a0",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44123\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix data race in replicate stream client (#45346)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-07T02:17:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a6e8d822caec27cdf479c0f4039cd65cb1eefc1",
          "body": "Fixing CVE-2025-58187\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Bump go version to 1.24.9 (#45359)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-07T02:13:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7527ddf50fb0034c7472f3a2244712b2cbc7c77b",
          "body": "…ge (#45355)\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: [test] Move R-Tree index tests into the implementation packa…",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-07T02:03:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8f9384a851583f056bb11ac6eadbfd792bdb072",
          "body": "issue: #45315\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Skip building text index for newly added columns (#45316)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-06T11:47:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2dd2c96eb1ebc286beaa69b2563e24cfc321c78c",
          "body": "When there're no growing segments in the collection, L0 Compaction will\ntry to choose all L0 segments that hits all L1/L2 segments.\n\nHowever, if there's Sealed Segment still under flushing in DataNode at\nthe same time L0 Compaction selects satisfied L1/L2 segments, L0\nCompaction will ignore this Seg\n[…]\ndeletes on the Sealed Segment.\n\nThis quick solution here is to fail this L0 compaction task once\nselected a Sealed segment.\n\nSee also: #45339\n\n---------\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Accidentally ignored sealed segments in L0 Compaction (#45340)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-06T08:53:38Z",
          "body_truncated": true,
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        },
        {
          "oid": "a2282d61cbc8b61dc6c26de571248b968b305ba5",
          "body": "related issue: #45326\n\nSigned-off-by: yanliang567 <yanliang.qiao@zilliz.com>",
          "is_bot": false,
          "headline": "test: Add more async tests (#45327)",
          "author_name": "yanliang567",
          "author_login": "yanliang567",
          "committed_at": "2025-11-06T07:43:33Z",
          "body_truncated": false,
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        },
        {
          "oid": "623a9e5156edbb8683f2f30595aa0cf5d28a6dc6",
          "body": "…#45294)\n\nSliced arrow arrays \"incorrectly\" returned the original array's size via\nSizeInBytes(), causing inaccurate memory estimates during compaction.\n\nThis resulted in segments closing prematurely in mergeSplit mode -\nexpected 500MB compactions produced 4x100+MB segments instead.\n\nFixed by calculating actual byte size of sliced arrays, ensuring proper\nsegment sizing and more accurate memory usage tracking.\n\nSee also: #45293\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Accurate size estimation for sliced arrow arrays in compaction (…",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
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          "body": "…ailability (#45334)\n\nRelated to #45333\n\nFix segment loading failure when adding fields with text match enabled.\nThe issue occurred because text indexes were being loaded before\nFinishLoad() was called, meaning raw data was not properly available\nwhen text index creation attempted to access it, resu\n[…]\nilable in memory\n2. Text indexes can access the raw data they need during creation\n3. The segment is in the correct state before any index operations\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Move FinishLoad before text index creation to ensure raw data av…",
          "author_name": "congqixia",
          "author_login": "congqixia",
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          "body": "#45284\n\nSigned-off-by: luzhang <luzhang@zilliz.com>\nCo-authored-by: luzhang <luzhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: not use json_shredding for json path is null (#45310)",
          "author_name": "zhagnlu",
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          "committed_at": "2025-11-06T03:43:33Z",
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          "body": "…45323)\n\nissue: #43040\n\nSigned-off-by: Shawn Wang <shawn.wang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: unify the aligned buffer for both buffered and direct I/O (#…",
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          "body": "Related to #45329\n\nFix compaction failure when handling newly added dynamic fields with\nstorage v1 binlogs. The issue occurred because the\n`GenerateEmptyArrayFromSchema` function did not support JSON data type\ndefault values, causing \"Unexpected default value\" errors during\ncompaction.\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Support JSON default value in compaction (#45330)",
          "author_name": "congqixia",
          "author_login": "congqixia",
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          "body": "…node. (#45246)\n\nCurrently, the index type AiSAQ RAM usage estimation is not being\ncalculated correctly.\nAiSAQ index type consumes less RAM usage while loading the index than\nDISKANN does, and the query node module is missing the implementation of\nthe RAM usage estimation for that AiSAQ index type.\n\n[…]\nSize\n\nReported issue is #45247\n\n---------\n\nSigned-off-by: Lior Friedman <lior.friedman@il.kioxia.com>\nSigned-off-by: friedl <lior.friedman@kioxia.com>\nCo-authored-by: friedl <lior.friedman@kioxia.com>",
          "is_bot": false,
          "headline": "fix: Add AiSAQ index type RAM estimation implementation on the query …",
          "author_name": "Lior Friedman",
          "author_login": "liorf95",
          "committed_at": "2025-11-06T00:53:34Z",
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          "body": "When getting disk usage, files or directories may be removed\nconcurrently due to segment release. This PR ignores “file or directory\ndoes not exist” errors in such cases.\n\nissue: https://github.com/milvus-io/milvus/issues/45239\n\n---------\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix load segment failed due to get disk usage error (#45255)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-06T00:51:33Z",
          "body_truncated": false,
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          "is_bot": false,
          "headline": "enhance: [StorageV2] Integrate FFI interface for packed reader (#45132)",
          "author_name": "congqixia",
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          "body": "Automated daily bump from pymilvus master branch. Updates\ntests/python_client/requirements.txt.\n\nSigned-off-by: XuanYang-cn <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "test: Increase PyMilvus version to 2.7.0rc54 for master branch (#45273)",
          "author_name": "XuanYang-cn",
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          "body": "issue: https://github.com/milvus-io/milvus/issues/44598\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: timezone parameter ingored in Search/Query (#45320)",
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          "is_bot": false,
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          "author_name": "congqixia",
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          "body": "issue: https://github.com/milvus-io/milvus/issues/44585\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Handle timestamptz import errors (#45287)",
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        "delete_comments.yaml",
        "deploy-test.yaml",
        "io-latency-chaos-test.yaml",
        "jenkins-checker.yaml",
        "license-checker.yaml",
        "mac.yaml",
        "main.yaml",
        "markdown-check.yaml",
        "mem-stress-chaos-test.yaml",
        "network-latency-chaos-test.yaml",
        "network-partition-chaos-test.yaml",
        "pod-failure-chaos-test.yaml",
        "pod-kill-chaos-test-kafka-version.yaml",
        "pod-kill-chaos-test.yaml",
        "publish-builder.yaml",
        "publish-gpu-builder.yaml",
        "publish-krte-images.yaml",
        "publish-test-images.yaml",
        "rerun-failure-checks.yaml",
        "simd-compatibility-test.yaml",
        "update-knowhere-commit.yaml",
        "weekly-release.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        ".golangci.yml"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "Cargo.lock",
        "go.sum"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 9,
            "reason": "binaries present in source code",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": null,
            "reason": "no pull request found",
            "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": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 8 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": 0,
            "reason": "no 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": 0,
            "reason": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
            "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": "no SAST tool detected",
            "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": null,
            "reason": "no releases found",
            "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": 0,
            "reason": "82 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "9560e242169d044b60c7621f16294b05150acfb5",
        "ran_at": "2026-07-28T00:38:43Z",
        "aggregate_score": 2.4,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [],
      "last_merged_pr_at": null,
      "ci_last_conclusion": null,
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/yurivict/milvus",
    "host": "github.com",
    "name": "milvus",
    "owner": "yurivict"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "at_risk",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 47,
      "inputs": {
        "security": 24,
        "vitality": 47,
        "community": 12,
        "governance": 64,
        "engineering": 75
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "at_risk",
        "name": "Vitality",
        "value": 47,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "at_risk",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 34,
            "inputs": {
              "commits_last_year": 684,
              "human_commit_share": 1,
              "days_since_last_push": 236,
              "active_weeks_last_year": 18
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 236 days ago",
                "points": 3.6,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 236
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "18/52 weeks with commits",
                "points": 12.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 18
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "684 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 684
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "moderate",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "releases_count": 62,
              "latest_release_tag": "v2.6.6",
              "releases_from_tags": true,
              "days_since_latest_release": 236,
              "mean_days_between_releases": 19.2
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "62 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "version_tags_no_releases",
                    "params": {
                      "count": 62
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 236 days ago",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 236
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~19.2 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 19.2
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "dormant",
              "guards": [
                "no_open_demand",
                "recent_release"
              ],
              "signals": [
                "scorecard_unmaintained"
              ],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": 0,
              "unanswered_open_issues": 0,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 236,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "no human commit for 236 days, with nothing left unanswered; held at dormant by nothing open to answer, a release within the year",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_quiet",
                    "params": {
                      "days": 236
                    }
                  },
                  {
                    "code": "abandonment_guarded",
                    "params": {
                      "guards": "nothing open to answer, a release within the year"
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
        "value": 12,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 0,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "0 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_readme": false,
              "has_license": false,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "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": 0,
                "status": "missed",
                "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": 64,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "bus_factor": 14,
              "contributors_sampled": 98,
              "top_contributor_share": 0.073
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "14 contributor(s) cover half of all commits",
                "points": 54,
                "status": "met",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 7% of commits",
                "points": 20.9,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 7
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "98 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 98
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_decided_prs_or_data",
                    "params": {}
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 63,
            "inputs": {
              "followers": 134,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "yurivict",
              "public_repos": 208,
              "account_age_days": 5923
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "134 followers of yurivict",
                "points": 15.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 134,
                      "login": "yurivict"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "208 public repos, account ~16 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 208
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 16
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "packages": [
                "github.com/yurivict/milvus/v2",
                "github.com/yurivict/milvus"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 236
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 236 days ago",
                "points": 26,
                "status": "partial",
                "details": [
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                    "code": "publish_recency",
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              {
                "key": "version_history",
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                "points": 20,
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                    "code": "published_versions",
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                "key": "not_deprecated",
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                    "code": "package_not_deprecated",
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        "key": "engineering",
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                "key": "ci_workflows",
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                "key": "openssf_scorecard_ci_tests",
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      {
        "key": "security",
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              {
                "key": "security_policy",
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                "status": "missed",
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              {
                "key": "signed_releases",
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                "key": "token_permissions",
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                "status": "missed",
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              {
                "key": "vulnerabilities",
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                "points": 0,
                "status": "missed",
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
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                "code": "jurisdiction_evidence_limits",
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              "policy_countries": [
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                "Iran",
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            "components": [
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                "key": "policy_exposure_multiplier",
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                "status": "met",
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        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
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        "metrics": [
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              {
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            "key": "ai_verify_loop",
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            "notes": [],
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            "inputs": {
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              {
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              {
                "key": "demonstrated_agent_practice",
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              {
                "key": "automated_maintenance",
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          {
            "key": "ai_interfaces",
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              "api_schema_files": [
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                "pkg/proto/etcd_meta.proto",
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                "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",
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            "components": [
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                "key": "api_schema_openapi_graphql_proto",
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                "points": 40,
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              },
              {
                "key": "runnable_examples",
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            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Community profile unavailable",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T00:39:19.880547Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/y/yurivict/milvus.svg",
  "full_name": "yurivict/milvus",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.27.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasGo.