Public record
Software health reportschema 0.27.0 · metrics 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 stars⑂ 0 forkssince Dec 2025forkView on GitHub ↗

yurivict/milvus holds a health index of 47 out of 100, placing it in the At risk band. It scores highest on Engineering Quality (75/100) and lowest on Community & Adoption (12/100). It was last updated 236 days ago. 14 contributors account for most of its recent work.

47
overall / 100
At risk

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

47
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

Yuri VictorovichPersonal account
134 followers208 public repossince May 2010

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/yurivict/milvus/v2v2.6.6-121236 days ago
Gogithub.com/yurivict/milvusv1.1.1-211867 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

47At risk · 22% of overall
How it's scored
3.6/36Push recency — last push 236 days ago
12.5/36Commit cadence — 18/52 weeks with commits
18/18Commit volume — 684 commits in the last year
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year684
human_commit_share1
days_since_last_push236
active_weeks_last_year18
How it's scored
16.2/27Ships releases — 62 version tags (no GitHub releases)
16.2/36Release recency — latest release 236 days ago
27/27Release cadence — a release every ~19.2 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count62
latest_release_tagv2.6.6
releases_from_tagsyes
days_since_latest_release236
mean_days_between_releases19.2
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

12Critical · 18% of overall
How it's scored
0/60Stars — 0 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
0/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeno
has_licenseno
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

64Moderate · 24% of overall
How it's scored
54/54Bus factor — 14 contributor(s) cover half of all commits
20.9/22.5Commit distribution — top contributor authored 7% of commits
13.5/13.5Contributor breadth — 98 contributors
10/10OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations
Inputs used
bus_factor14
contributors_sampled98
top_contributor_share0.073
How it's scored
0/46.8Issue resolution — no issues or no data
0/38.3PR acceptance — no decided pull requests or no data
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
15.3/25Owner reach — 134 followers of yurivict
25/25Track record — 208 public repos, account ~16 yr old
Inputs used
followers134
owner_typeUser
is_verified
owner_loginyurivict
public_repos208
account_age_days5,923
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
How it's scored
25/25Published & resolvable — 2 package(s) on go
26/35Publish recency — latest publish 236 days ago
20/20Version history — 121 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/yurivict/milvus/v2, github.com/yurivict/milvus
ecosystemsgo
any_deprecatedno
min_days_since_publish236

Engineering Quality

Are baseline engineering and documentation practices in place?

75Good · 20% of overall
How it's scored
24/24CI workflows — 28 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

50Moderate
How it's scored
0/30README
25/25Documentation directory
15/15Documentation / homepage site — https://milvus.io
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepagehttps://milvus.io
has_readmeno
has_docs_diryes
has_descriptionno

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

24Critical · 16% of overall
How it's scored
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 — no data
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
2.5/2.5License — 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 — no data
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 — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 82 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate2.4
Excluded from scoring (no data or not applicable): ci_tests, packaging, signed_releases. Remaining weights renormalized.

AI Readiness

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.

62Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 97 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.97
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — Makefile, client/Makefile, pkg/Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, go.sum
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile, client/Makefile, pkg/Makefile
has_devcontainerno
has_linter_configyes
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
How it's scored
45/45Type-checkable code — Go (statically typed)
53/55Manageable file sizes — 137/3,748 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes937,448
source_files_sampled3,748
oversized_source_files137
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — cmd/tools/migration/backend/backup_header.proto, cmd/tools/migration/legacy/legacy.proto, pkg/eventlog/event_log.proto, pkg/proto/cgo_msg.proto, pkg/proto/clustering.proto, pkg/proto/data_coord.proto, pkg/proto/etcd_meta.proto, pkg/proto/index_cgo_msg.proto, pkg/proto/index_coord.proto, pkg/proto/internal.proto, pkg/proto/messages.proto, pkg/proto/model_service.proto, pkg/proto/plan.proto, pkg/proto/proxy.proto, pkg/proto/query_coord.proto, pkg/proto/root_coord.proto, pkg/proto/segcore.proto, pkg/proto/streaming.proto, pkg/proto/worker.proto, pkg/streaming/walimpls/impls/pulsar/message_id_data.proto
0/20MCP server
0/40Runnable examples
Inputs used
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

Key facts

0GitHub stars
98contributors
684commits, last 12 months
236days since last push
62releases
14bus factor
0open issues
Gopackage ecosystems

Data collection warnings

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

More detail

OpenSSF Scorecard 2.4 / 10
2.4aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).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/aCI-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/aPackagingpackaging 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/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities82 existing vulnerabilities detected
Direct dependencies 152
RegistryPackageVersion constraintManifest
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
Gogithub.com/uber/jaeger-client-gov2.30.0+incompatiblepkg/go.mod
Gogithub.com/x448/float16v0.8.4pkg/go.mod
Gogithub.com/zilliztech/woodpeckerv0.1.11pkg/go.mod
Gogo.etcd.io/etcd/api/v3v3.5.5pkg/go.mod
Gogo.etcd.io/etcd/client/v3v3.5.5pkg/go.mod
Gogo.etcd.io/etcd/server/v3v3.5.5pkg/go.mod
Gogo.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpcv0.59.0pkg/go.mod
Gogo.opentelemetry.io/otelv1.34.0pkg/go.mod
Gogo.opentelemetry.io/otel/exporters/jaegerv1.13.0pkg/go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.20.0pkg/go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.20.0pkg/go.mod
Gogo.opentelemetry.io/otel/exporters/stdout/stdouttracev1.20.0pkg/go.mod
Gogo.opentelemetry.io/otel/sdkv1.34.0pkg/go.mod
Gogo.opentelemetry.io/otel/tracev1.34.0pkg/go.mod
Gogo.uber.org/atomicv1.11.0pkg/go.mod
Gogo.uber.org/automaxprocsv1.5.3pkg/go.mod
Gogo.uber.org/zapv1.27.0pkg/go.mod
Gogolang.org/x/cryptov0.41.0pkg/go.mod
Gogolang.org/x/expv0.0.0-20240506185415-9bf2ced13842pkg/go.mod
Gogolang.org/x/netv0.43.0pkg/go.mod
Gogolang.org/x/oauth2v0.28.0pkg/go.mod
Gogolang.org/x/syncv0.16.0pkg/go.mod
Gogolang.org/x/sysv0.35.0pkg/go.mod
Gogoogle.golang.org/apiv0.224.0pkg/go.mod
Gogoogle.golang.org/grpcv1.71.0pkg/go.mod
Gogoogle.golang.org/protobufv1.36.5pkg/go.mod
Gogopkg.in/natefinch/lumberjack.v2v2.2.1pkg/go.mod
Gogopkg.in/yaml.v2v2.4.0pkg/go.mod
Gok8s.io/apimachineryv0.32.3pkg/go.mod
All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Raw JSON report machine-readable
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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: 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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "404797dd46a07e4cd8d5d1a60ff11bfb737f2ee5",
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a093887d855cbe1bf937e2364c9f551c93eab5d",
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d0d908e51d72d3b16f78ef41be8df4199e208421",
          "body": "…45478)\n\nissue: #45477\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d75d0393e29db181313ee0e04b468ce6f6688a9",
          "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",
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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",
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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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        },
        {
          "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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          "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",
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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,
          "is_coding_agent": false
        },
        {
          "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,
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        },
        {
          "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",
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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",
          "committed_at": "2025-11-06T06:57:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e28473339922033563a9bc8b8ebd1534ce24e350",
          "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",
          "committed_at": "2025-11-06T06:49:34Z",
          "body_truncated": true,
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        },
        {
          "oid": "59c64bee07142050fd6119af1de3676f4c48bc0a",
          "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",
          "author_login": "zhagnlu",
          "committed_at": "2025-11-06T03:43:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9032bb7668cb4e1d214db7ec28f63d48c706eb9f",
          "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 (#…",
          "author_name": "sparknack",
          "author_login": "sparknack",
          "committed_at": "2025-11-06T02:53:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1cf00c6d32f687ec50fb6fee2449e6fedd45757d",
          "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",
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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>",
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          "is_bot": false,
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            "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
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                  }
                ],
                "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
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 236 days ago",
                "points": 26,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 236
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "121 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 121
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 75,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "28 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 28
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://milvus.io",
              "has_readme": false,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://milvus.io",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 24,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 24,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 2.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "82 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 62,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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              "legible_history_share": 0.97,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "97 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 97,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "client/Makefile",
                "pkg/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "client/go.mod",
                "go.mod",
                "internal/core/thirdparty/tantivy/tantivy-binding/Cargo.toml",
                "pkg/go.mod",
                "tests/go_client/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, client/Makefile, pkg/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, client/Makefile, pkg/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 937448,
              "source_files_sampled": 3748,
              "oversized_source_files": 137
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "137/3748 source files over 60KB",
                "points": 53,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 3748,
                      "oversized": 137
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": false,
              "api_schema_files": [
                "cmd/tools/migration/backend/backup_header.proto",
                "cmd/tools/migration/legacy/legacy.proto",
                "pkg/eventlog/event_log.proto",
                "pkg/proto/cgo_msg.proto",
                "pkg/proto/clustering.proto",
                "pkg/proto/data_coord.proto",
                "pkg/proto/etcd_meta.proto",
                "pkg/proto/index_cgo_msg.proto",
                "pkg/proto/index_coord.proto",
                "pkg/proto/internal.proto",
                "pkg/proto/messages.proto",
                "pkg/proto/model_service.proto",
                "pkg/proto/plan.proto",
                "pkg/proto/proxy.proto",
                "pkg/proto/query_coord.proto",
                "pkg/proto/root_coord.proto",
                "pkg/proto/segcore.proto",
                "pkg/proto/streaming.proto",
                "pkg/proto/worker.proto",
                "pkg/streaming/walimpls/impls/pulsar/message_id_data.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "cmd/tools/migration/backend/backup_header.proto, cmd/tools/migration/legacy/legacy.proto, pkg/eventlog/event_log.proto, pkg/proto/cgo_msg.proto, pkg/proto/clustering.proto, pkg/proto/data_coord.proto, pkg/proto/etcd_meta.proto, pkg/proto/index_cgo_msg.proto, pkg/proto/index_coord.proto, pkg/proto/internal.proto, pkg/proto/messages.proto, pkg/proto/model_service.proto, pkg/proto/plan.proto, pkg/proto/proxy.proto, pkg/proto/query_coord.proto, pkg/proto/root_coord.proto, pkg/proto/segcore.proto, pkg/proto/streaming.proto, pkg/proto/worker.proto, pkg/streaming/walimpls/impls/pulsar/message_id_data.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "cmd/tools/migration/backend/backup_header.proto, cmd/tools/migration/legacy/legacy.proto, pkg/eventlog/event_log.proto, pkg/proto/cgo_msg.proto, pkg/proto/clustering.proto, pkg/proto/data_coord.proto, pkg/proto/etcd_meta.proto, pkg/proto/index_cgo_msg.proto, pkg/proto/index_coord.proto, pkg/proto/internal.proto, pkg/proto/messages.proto, pkg/proto/model_service.proto, pkg/proto/plan.proto, pkg/proto/proxy.proto, pkg/proto/query_coord.proto, pkg/proto/root_coord.proto, pkg/proto/segcore.proto, pkg/proto/streaming.proto, pkg/proto/worker.proto, pkg/streaming/walimpls/impls/pulsar/message_id_data.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "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"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsGo.