公开记录
软件健康报告模式 0.27.0 · 指标 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 星标⑂ 0 复刻始于 2025年12月复刻在 GitHub 上查看 ↗

yurivict/milvus 的健康指数为 100 分中的 47 分,处于「存在风险」区间。 其得分最高的类别是Engineering Quality(75/100),最低的是Community & Adoption(12/100)。 最近一次更新在 236 天前。 近期的大部分工作由 14 位贡献者完成。

47
总分 / 100
存在风险

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

47
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

Yuri Victorovich个人账户
134 关注者208 个公开仓库始于 2010年5月

该仓库由个人账户拥有。相较于组织支持的项目,单一所有者项目的延续性风险更高。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
Gogithub.com/yurivict/milvus/v2v2.6.6-121236 天前
Gogithub.com/yurivict/milvusv1.1.1-211867 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

47存在风险 · 占总体的 22%

开发活跃度

34存在风险
评分方式
3.6/36推送新近度 — 最近一次推送于 236 天前
12.5/36提交节奏 — 52 周中有 18 周有提交
18/18提交量 — 最近一年 684 次提交
0/10OpenSSF Scorecard:Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
所用输入
commits_last_year684
human_commit_share1
days_since_last_push236
active_weeks_last_year18

发布纪律

66中等
评分方式
16.2/27有发布版本 — 62 个版本标签(无 GitHub 发布版本)
16.2/36发布时效 — 最近一次发布版本于 236 天前
27/27发布节奏 — 约每 19.2 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count62
latest_release_tagv2.6.6
releases_from_tags
days_since_latest_release236
mean_days_between_releases19.2
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

12危急 · 占总体的 18%
评分方式
0/60星标 — 0 个星标
0/25复刻 — 0 个复刻
0/15关注者 — 0 位关注者
所用输入
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

25危急
评分方式
0/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

64中等 · 占总体的 24%
评分方式
54/54巴士系数 — 14 位贡献者贡献了半数提交
20.9/22.5提交分布 — 头号贡献者编写了 7% 的提交
13.5/13.5贡献者广度 — 98 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 8 contributing companies or organizations
所用输入
bus_factor14
contributors_sampled98
top_contributor_share0.073
评分方式
0/46.8议题解决 — 没有议题或无数据
0/38.3PR 接受 — 没有已裁定的拉取请求或无数据
0/15OpenSSF Scorecard:Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
已排除计分(无数据或不适用):议题解决, PR 接受。 其余权重已重新归一化。
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
15.3/25所有者影响力 — yurivict 有 134 位关注者
25/25既往记录 — 208 个公开仓库,账户约 16 年
所用输入
followers134
owner_typeUser
is_verified
owner_loginyurivict
public_repos208
account_age_days5,923
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
评分方式
25/25已发布且可解析 — go 上有 2 个软件包
26/35发布时效 — 最近一次发布于 236 天前
20/20版本历史 — 121 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesgithub.com/yurivict/milvus/v2, github.com/yurivict/milvus
ecosystemsgo
any_deprecated
min_days_since_publish236

工程质量

基础的工程与文档实践是否到位?

75良好 · 占总体的 20%

工程实践

92优秀
评分方式
24/24CI 工作流 — 28 个工作流
24/24存在测试
16/16Linter 配置 — .golangci.yml
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config
已排除计分(无数据或不适用):OpenSSF Scorecard:CI-Tests。 其余权重已重新归一化。

文档

50中等
评分方式
0/30README
25/25文档目录
15/15文档 / 主页站点 — https://milvus.io
0/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepagehttps://milvus.io
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

24危急 · 占总体的 16%

安全态势

24危急
评分方式
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 — 无数据
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
2.5/2.5许可证 — 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 — 无数据
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 — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 82 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate2.4
已排除计分(无数据或不适用):ci_tests, packaging, signed_releases。 其余权重已重新归一化。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

62中等 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 100 次人类提交中有 97 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.97
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — Makefile, client/Makefile, pkg/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .golangci.yml
11/11静态类型检查 — Go(静态类型)
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesCargo.lock, go.sum
has_dockerfile
typed_language
bootstrap_filesMakefile, client/Makefile, pkg/Makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifestsclient/go.mod, go.mod, internal/core/thirdparty/tantivy/tantivy-binding/Cargo.toml, pkg/go.mod, tests/go_client/go.mod
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — Go(静态类型)
53/55可控的文件大小 — 采样的 3,748 个源文件中有 137 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes937,448
source_files_sampled3,748
oversized_source_files137

机器可读接口

40存在风险
评分方式
40/40API 模式(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 服务器
0/40可运行示例
所用输入
example_dirs
has_mcp_signal
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

关键数据

0GitHub 星标
98贡献者
684最近 12 个月提交数
236距最近推送天数
62发布版本数
14巴士系数(bus factor)
0开放议题
Go软件包生态系统数

数据采集警告

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

更多细节

OpenSSF Scorecard 2.4 / 10
2.4综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。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
不适用CI-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
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities82 existing vulnerabilities detected
直接依赖 152
注册表软件包版本约束清单文件
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
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          "committed_at": "2025-11-20T03:07:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3add6a3918077413941ab2e3fd7d6ad373b4cc8",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45575\n\nSigned-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "fix: Fix json indices can not be loaded (#45620)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-11-20T02:41:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87f9a79a6a9f077677b4bb7cc1050eb253b4f3c3",
          "body": "… (#45698)\n\nissue: #45697\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: inconsistent proxy cache when multiple DDL is executing with DML…",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-19T18:53:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b85f0e4dc4949a3b61abd85f56d641a7642f757",
          "body": "…es in every loop (#45680)\n\nissue: https://github.com/milvus-io/milvus/issues/45679\n\nSigned-off-by: Buqian Zheng <zhengbuqian@gmail.com>",
          "is_bot": false,
          "headline": "enhance: updated multiple places where the expr copies the input valu…",
          "author_name": "Buqian Zheng",
          "author_login": "zhengbuqian",
          "committed_at": "2025-11-19T17:51:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ee8c01bcf0b1a8085777073a8fbe142fcdb4c07",
          "body": "Signed-off-by: chasingegg <chao.gao@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: prefetch vector chunks for sealed non-indexed segments (#45665)",
          "author_name": "Gao",
          "author_login": "chasingegg",
          "committed_at": "2025-11-19T10:39:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "03a244844e1692bb4c5508efb4bd2d4f172ecfe5",
          "body": "issue: #45674\n\n---------\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Set task init when worker doesn't have task (#45675)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-19T10:03:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40fdf1e8289beba63f42d13ca4fd678215183dbf",
          "body": "Remove the log stack when setting isCompacting\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Enable to merge sort one segment (#45652)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-19T07:21:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8073eb90bddac32d9261dbe8f02857049b59f67",
          "body": "issue: #45635\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: panic when double close channel of ack broadcast (#45661)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-19T06:25:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3b8bcb19867ec3203ad96e4a17af75b69a4dad0",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44585\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: correct default value backfill during AddField (#45634)",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-18T15:05:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "947c8855f3662a77568ad56f3468a17b6c334cf7",
          "body": "relate: https://github.com/milvus-io/milvus/issues/42589\n\n---------\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "feat: support search bm25 with highlight (#44923)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-18T08:09:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16acf8829b5b623d5f2940f4286eed1541ed39e0",
          "body": "issue: https://github.com/milvus-io/milvus/issues/43611\n\nSigned-off-by: Shawn Wang <shawn.wang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: expr: only prefetch chunks once (#45554)",
          "author_name": "sparknack",
          "author_login": "sparknack",
          "committed_at": "2025-11-18T07:51:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7708abd8fe456820a84ccdfadc03321ed14763af",
          "body": "issue: #45068\nWhen component.Prepare() fails (e.g., net listener creation error), the\nsign channel was never closed, causing runComponent to block\nindefinitely at <-sign. This resulted in the entire process hanging\nafter logging the error message.\n\nChanges:\n- Move close(sign) to defer statement in r\n[…]\nroutine\n- Ensures sign channel is always closed regardless of success/failure\n- Allows proper error propagation through future.Await() mechanism\n\n---------\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Prevent deadlock in runComponent when Prepare fails (#45609)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-11-18T07:41:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b734de5398dbcc18121dcb970e2331b9ed85005e",
          "body": "…zilliz client tests (#45645)\n\nThe tests were failing with \"grpc: Server.RegisterService after\nServer.Serve\" because setupMockServer() was starting the gRPC server\nbefore tests could register their services. gRPC requires all services\nto be registered before Server.Serve() is called.\n\nChanges:\n- Rem\n[…]\ncycle:\n1. Create server\n2. Register services\n3. Start serving\n\nRelated to #44620\nCase: \"internal/util/function/models/zilliz TestZillizClient_Rerank\"\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: [skip e2e] move gRPC server start after service registration in …",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-18T07:31:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a0e2fe78f32d651482803b2a82d8c7f6e11d29ab",
          "body": "issue:#43427\n\n---------\n\nSigned-off-by: xiejh <862103595@qq.com>",
          "is_bot": false,
          "headline": "enhance: Add ST_IsValid operator implementation for gis (#45501)",
          "author_name": "862103595",
          "author_login": "862103595",
          "committed_at": "2025-11-18T07:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "caed0fe470d9ac696e309622f4995099925cba94",
          "body": "…f assignment recovery info (#45606)\n\nissue: #45210\n\nIf the underlying WAL is failed to open, the recovery info size of\nstreaming coord `streamingcoord-meta/pchannel` will increase fast until\nreaching the etcd limitation.\nSo make a compaction by serverID at assignment history to decrease the\n`streamingcoord-meta/pchannel` size.\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: compact the assignment history of channel to decrease the size o…",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-18T04:47:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ba75eea6284cecf5657d9b253ccc06be52c26a4",
          "body": "To prevent this issue from blocking other PRs, we are temporarily\ndisabling this test. A proper fix will be implemented before the 2.6.6\nrelease.\n\nissue: https://github.com/milvus-io/milvus/issues/45511\n\n---------\n\nSigned-off-by: sunby <sunbingyi1992@gmail.com>",
          "is_bot": false,
          "headline": "enhance: skip test_milvus_client_search_json_path_index_default (#45604)",
          "author_name": "Bingyi Sun",
          "author_login": "sunby",
          "committed_at": "2025-11-18T02:54:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8c972a102d82878fdfadbbacf23f2127fb29d20",
          "body": "…dification (#45615)\n\nRelated to #45614\n\nThis commit fixes a bug where certain collection attributes were not\nproperly updated during collection modification, causing metadata errors\nafter cluster restart and collection reload failures.\n\nWhen altering a collection, the `EnableDynamicField` and `Sche\n[…]\ntadata and the\npersisted state, leading to:\n- Dynamic field validation failures after restart\n- Collection loading errors\n- Metadata state mismatches\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: update EnableDynamicField and SchemaVersion during collection mo…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-18T02:05:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7aed88113cb2bcd5e1a1c0d74067c03e14fb3e31",
          "body": "issue: #44320\n\nThis change adds deduplication logic to handle duplicate primary keys\nwithin a single upsert batch, keeping the last occurrence of each\nprimary key.\n\nKey changes:\n- Add DeduplicateFieldData function to remove duplicate PKs from field\ndata, supporting both Int64 and VarChar primary key\n[…]\nduplication with various PK types\n(Int64, VarChar) and field types (scalar, vector)\n- Add Python integration tests to verify end-to-end behavior\n\n---------\n\nSigned-off-by: Wei Liu <wei.liu@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Deduplicate primary keys in upsert request batch (#45249)",
          "author_name": "wei liu",
          "author_login": "weiliu1031",
          "committed_at": "2025-11-17T13:35:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e9506f1d6451787d664efeae17060d8d1bc315f0",
          "body": "…ds (#45572)\n\nRelated to #45543\n\nWhen a field with a default value is added to a collection, the default\nvalue becomes null after compaction instead of retaining the expected\ndefault value.\n\n**Root Cause**\nThe `appendValueAt` function in `internal/storage/arrow_util.go`\nincorrectly checked if the en\n[…]\n - StringBuilder\n   - BinaryBuilder (added default value support for internal $meta json)\n   - ListBuilder (removed unnecessary nil check)\n\n---------\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Handle default values correctly during compaction for added fiel…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-17T11:03:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "96d0e780aca74f8e67216015bca815a352b1e1f7",
          "body": "relate: https://github.com/milvus-io/milvus/issues/45345\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "fix: segcore collection schema update not concurrent safe. (#45337)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-14T09:51:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40e20427280b72db21e38a644a07f527bf5acb84",
          "body": "issue: #43897\n\n---------\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "enhance: add more metrics for DDL framework (#45558)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-14T07:19:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a208d72243b02110ee71818c4ed30d91497a8d2",
          "body": "…-managed loading (#45488)\n\nRelated to #45060\n\nRefactor segment loading architecture to make segments autonomously\nmanage their own loading process, moving the orchestration logic from Go\n(segment_loader.go) to C++ (segcore).\n\n**C++ Layer (segcore):**\n- Added `SetLoadInfo()` and `Load()` methods to \n[…]\no segment interfaces\n- Updated mock implementations and test interfaces\n- Integrated new C++ `SegmentLoad()` binding in Go segment wrapper\n\n---------\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Move segment loading logic from Go layer to segcore for self…",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-14T03:21:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0454cdaab30cb8c0c0de8c90a90f7e7d7aff1e2d",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45459\n\nThis check is unnecessary when dropping index.\n\n---------\n\nSigned-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "fix: remove validateFieldName in dropIndex (#45460)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-11-14T02:17:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c69c7fa173ab5135c34815fbfe89b7bca42acb5",
          "body": "related to #44614\nfix the issue embedded etcd are not affected by quota config\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Upgrade etcd to 3.5.23 (#44666)",
          "author_name": "Xiaofan",
          "author_login": "xiaofan-luan",
          "committed_at": "2025-11-14T01:47:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc07be3c30308d12a7417344341a1e23171b98cb",
          "body": "issue: #45533\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Ignore compaction task when from segment is not healthy (#45534)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-13T15:07:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "102481e53f0beb98e143bef02986554e6c958834",
          "body": "https://github.com/milvus-io/milvus/issues/44053\n\nSigned-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Support add_function/alter_function/drop_function (#44895)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2025-11-13T12:53:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7a5a87b11742012e163f7d840f866dccb210ca1",
          "body": "issue: #45344\n\nSigned-off-by: chasingegg <chao.gao@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: update maxConnections config version (#45546)",
          "author_name": "Gao",
          "author_login": "chasingegg",
          "committed_at": "2025-11-13T09:57:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db42b2df7558b859a8fc79f27d65f5544bb2c3a5",
          "body": "Issue: #45489 \n<fix>: <fix partial update chaos checker>\n\n On branch feature/partial-update\n Changes to be committed:\n\tmodified:   chaos/checker.py\n\n---------\n\nSigned-off-by: Eric Hou <eric.hou@zilliz.com>\nCo-authored-by: Eric Hou <eric.hou@zilliz.com>",
          "is_bot": false,
          "headline": "test: fix partial update chaos checker (#45492)",
          "author_name": "Feilong Hou",
          "author_login": "FeilongHou",
          "committed_at": "2025-11-13T09:29:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09a31958679623134cb23abc3a029d2e0b244406",
          "body": "related: https://github.com/milvus-io/milvus/issues/45344\n\nSigned-off-by: chasingegg <chao.gao@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: support max_connections config for remote storage (#45225)",
          "author_name": "Gao",
          "author_login": "chasingegg",
          "committed_at": "2025-11-13T07:37:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "929dc658829076ec74fa50e7e4a0a7f9f7132d8e",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45380\n\n---------\n\nSigned-off-by: SpadeA <tangchenjie1210@gmail.com>",
          "is_bot": false,
          "headline": "fix: fix index compatibility after upgrade  (#45373)",
          "author_name": "Spade  A",
          "author_login": "SpadeA-Tang",
          "committed_at": "2025-11-13T04:59:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50f198e346a8b109b2d1c55d6fea703049fccaca",
          "body": "https://github.com/milvus-io/milvus/issues/35856\n\nSigned-off-by: junjie.jiang <junjie.jiang@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Support zilliz models (#45168)",
          "author_name": "junjiejiangjjj",
          "author_login": "junjiejiangjjj",
          "committed_at": "2025-11-13T04:55:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e31eec292156cecd0aa16a5822bbb5c3cd0ef4f2",
          "body": "Automated daily bump from pymilvus master branch. Updates\ntests/python_client/requirements.txt.\n\nSigned-off-by: XuanYang-cn <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "test: Increase PyMilvus version to 2.7.0rc56 for master branch (#45515)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-13T03:33:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e48fe7f8206c85d57a3bf5e192b84a738cb4b21d",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45006\n\nSigned-off-by: yhmo <yihua.mo@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix bulkimport bug for Struct field (#45474)",
          "author_name": "groot",
          "author_login": "yhmo",
          "committed_at": "2025-11-13T03:31:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9895bb90493f92154072cff6765a7a2a17c952b",
          "body": "related to #45303\nfix milvus pod may restart when etcd pod start\n\nSigned-off-by: xiaofanluan <xiaofan.luan@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: add robust handle etcd servercrash (#45304)",
          "author_name": "Xiaofan",
          "author_login": "xiaofan-luan",
          "committed_at": "2025-11-13T02:23:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "406fa7b694172a032f7e405c009660a50972f74e",
          "body": "related: #45318\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "fix: failed to get raw data for hybrid index(#45318) (#45411)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2025-11-13T02:17:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7fb8ed38caf3688b4dfc92eef5b8d8e190f1bfb",
          "body": "…fer replica (#45506)\n\nissue: #45452\n\n- alias/rename related DDL should use database level exclusive lock\n- alias cannot use as the resource key of lock, use collection name\ninstead\n- transfer replica should use WAL-based framework\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: use the right resource key lock for ddl and use new ddl in trans…",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-12T11:01:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cabc47ce01bfd0f9d1808b74cc330b48bf1e076e",
          "body": "…(#45428)\n\n1. Ensure replica creation is idempotent.\n2. Prevent currentTarget update when replica is missing.\n3. Move the wait-for-release logic into the DDL framework's callback,\nand add a timeout to prevent it from blocking the DDL callback\nindefinitely.\n\nissue: https://github.com/milvus-io/milvus/issues/45301,\nhttps://github.com/milvus-io/milvus/issues/45274,\nhttps://github.com/milvus-io/milvus/issues/45295\n\n---------\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix channel not available error and release collection blocking …",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-12T10:55:37Z",
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          "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",
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        {
          "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",
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          "oid": "216c576da2d4d85bc43e9786e3c5c601edc4568a",
          "body": "… query completion (#45413)\n\nissue: #45314\n\nThis PR only ensures that no panic occurs. However, we still need to\nprovide protection for the delegator handling ongoing query tasks.\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Retain collection early to prevent it from being released before…",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-11T12:29:37Z",
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          "body": "issue: https://github.com/milvus-io/milvus/issues/45473\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Set timezone to UTC and ensure tzdata support (#45483)",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-11T09:47:36Z",
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          "body": "/kind improvement\n\nSigned-off-by: zhuwenxing <wenxing.zhu@zilliz.com>",
          "is_bot": false,
          "headline": "test: fix apikey setting in restful v2 testcases (#45396)",
          "author_name": "zhuwenxing",
          "author_login": "zhuwenxing",
          "committed_at": "2025-11-11T09:27:40Z",
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          "is_bot": false,
          "headline": "fix: Fix target segment marked dropped for save stats result twice (#…",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-11T09:19:38Z",
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          "body": "… scenarios (#45360)\n\nissue: #43611\n\n---------\n\nSigned-off-by: Shawn Wang <shawn.wang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: some optimization of scalar field fetching in tiered storage…",
          "author_name": "sparknack",
          "author_login": "sparknack",
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          "body": "issue: #45397\n\nSigned-off-by: sijie-ni-0214 <sijie.ni@zilliz.com>",
          "is_bot": false,
          "headline": "fix: alter collection with alias failed (#45447)",
          "author_name": "sijie-ni-0214",
          "author_login": "sijie-ni-0214",
          "committed_at": "2025-11-11T08:05:36Z",
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        },
        {
          "oid": "4797bb6ab2033b2cbff83f1ddac7098a6ad6018e",
          "body": "issue: #45403, #45463\n\n- fix the Nightly E2E failures.\n- fix the wrong update timetick of altering collection to fix the\nrelated load failure.\n\nSigned-off-by: chyezh <chyezh@outlook.com>",
          "is_bot": false,
          "headline": "fix: wrong update timetick of collection meta info (#45461)",
          "author_name": "Zhen Ye",
          "author_login": "chyezh",
          "committed_at": "2025-11-11T08:01:36Z",
          "body_truncated": false,
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        },
        {
          "oid": "e3c1673191c60c9ef22b322f22d89558fad206d1",
          "body": "issue: #45450\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix filter geometry for growing with mmap (#45464)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-11T07:39:36Z",
          "body_truncated": false,
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        },
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          "oid": "843b487d1ad70738ccd026d091cac5ae03219bd9",
          "body": "…45475)\n\nissue: https://github.com/milvus-io/milvus/issues/45473\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Add tzdata dependency to enable IANA Time Zone ID recognition (#…",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-11T06:43:37Z",
          "body_truncated": false,
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        },
        {
          "oid": "69f3aab22934479a6cc5c2f1507efaf2713c51b5",
          "body": "related: #45298\n\nSigned-off-by: MrPresent-Han <chun.han@gmail.com>\nCo-authored-by: MrPresent-Han <chun.han@gmail.com>",
          "is_bot": false,
          "headline": "feat: milvus support huawei cloud iam verification(#45298) (#45457)",
          "author_name": "Chun Han",
          "author_login": "MrPresent-Han",
          "committed_at": "2025-11-11T06:41:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
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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",
          "body_truncated": false,
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        {
          "oid": "45907747e281b100d163ec6bf2f31c4e535aed9d",
          "body": "issue: https://github.com/milvus-io/milvus/issues/45443\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "feat: Add /livez for Liveness Probes (#45454)",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-11T01:51:15Z",
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        },
        {
          "oid": "e9a875f7acc819ed656451cf0b2bbd038abc51a2",
          "body": "issue: #44752\n\n---------\n\nSigned-off-by: chasingegg <chao.gao@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: override index_type while creating segment index (#45416)",
          "author_name": "Gao",
          "author_login": "chasingegg",
          "committed_at": "2025-11-10T23:27:36Z",
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        },
        {
          "oid": "0e1de0073a3c37c789d63eabf713b5a0949c40ea",
          "body": "Related to #44988\n\nThis PR commit newly updated tantivy-binding.h with cargo build result\nwhich shall passes format check.\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Update tantivy-binding with cargo build result (#45458)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-10T10:09:36Z",
          "body_truncated": false,
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        {
          "oid": "b1af0df9f34bb66ce414df7694cd082b96307596",
          "body": "/kind improvement\n\nSigned-off-by: zhuwenxing <wenxing.zhu@zilliz.com>",
          "is_bot": false,
          "headline": "test:  add struct array mmap testcases (#45309)",
          "author_name": "zhuwenxing",
          "author_login": "zhuwenxing",
          "committed_at": "2025-11-10T08:49:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "oid": "489288b5e3042b579cc1161425435fa224b44937",
          "body": "Related to #45359\nFixing CVE-2025-58187\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Update builder image tag upgrading go1.24.9 (#45394)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-07T07:27:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6102f001a971c8c8055a4a4cae704442d5cab793",
          "body": "relate:https://github.com/milvus-io/milvus/issues/45381\n\nSigned-off-by: aoiasd <zhicheng.yue@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: skip check source id (#45377)",
          "author_name": "aoiasd",
          "author_login": "aoiasd",
          "committed_at": "2025-11-07T07:19:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2fad5b34f7d3cf44cf0436ae7f1f31fabf17b6a0",
          "body": "issue: https://github.com/milvus-io/milvus/issues/44123\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix data race in replicate stream client (#45346)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-07T02:17:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a6e8d822caec27cdf479c0f4039cd65cb1eefc1",
          "body": "Fixing CVE-2025-58187\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: Bump go version to 1.24.9 (#45359)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-07T02:13:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7527ddf50fb0034c7472f3a2244712b2cbc7c77b",
          "body": "…ge (#45355)\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: [test] Move R-Tree index tests into the implementation packa…",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-07T02:03:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8f9384a851583f056bb11ac6eadbfd792bdb072",
          "body": "issue: #45315\n\nSigned-off-by: Cai Zhang <cai.zhang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Skip building text index for newly added columns (#45316)",
          "author_name": "cai.zhang",
          "author_login": "xiaocai2333",
          "committed_at": "2025-11-06T11:47:35Z",
          "body_truncated": false,
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        },
        {
          "oid": "2dd2c96eb1ebc286beaa69b2563e24cfc321c78c",
          "body": "When there're no growing segments in the collection, L0 Compaction will\ntry to choose all L0 segments that hits all L1/L2 segments.\n\nHowever, if there's Sealed Segment still under flushing in DataNode at\nthe same time L0 Compaction selects satisfied L1/L2 segments, L0\nCompaction will ignore this Seg\n[…]\ndeletes on the Sealed Segment.\n\nThis quick solution here is to fail this L0 compaction task once\nselected a Sealed segment.\n\nSee also: #45339\n\n---------\n\nSigned-off-by: yangxuan <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Accidentally ignored sealed segments in L0 Compaction (#45340)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-06T08:53:38Z",
          "body_truncated": true,
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        },
        {
          "oid": "a2282d61cbc8b61dc6c26de571248b968b305ba5",
          "body": "related issue: #45326\n\nSigned-off-by: yanliang567 <yanliang.qiao@zilliz.com>",
          "is_bot": false,
          "headline": "test: Add more async tests (#45327)",
          "author_name": "yanliang567",
          "author_login": "yanliang567",
          "committed_at": "2025-11-06T07:43:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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",
          "author_login": "congqixia",
          "committed_at": "2025-11-06T02:15:34Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "a4d69031f121561c880046571d8a3f6faad017b8",
          "body": "…node. (#45246)\n\nCurrently, the index type AiSAQ RAM usage estimation is not being\ncalculated correctly.\nAiSAQ index type consumes less RAM usage while loading the index than\nDISKANN does, and the query node module is missing the implementation of\nthe RAM usage estimation for that AiSAQ index type.\n\n[…]\nSize\n\nReported issue is #45247\n\n---------\n\nSigned-off-by: Lior Friedman <lior.friedman@il.kioxia.com>\nSigned-off-by: friedl <lior.friedman@kioxia.com>\nCo-authored-by: friedl <lior.friedman@kioxia.com>",
          "is_bot": false,
          "headline": "fix: Add AiSAQ index type RAM estimation implementation on the query …",
          "author_name": "Lior Friedman",
          "author_login": "liorf95",
          "committed_at": "2025-11-06T00:53:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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          "oid": "121eb912ba2310bad91e08fe75fea05e39ba4a8e",
          "body": "When getting disk usage, files or directories may be removed\nconcurrently due to segment release. This PR ignores “file or directory\ndoes not exist” errors in such cases.\n\nissue: https://github.com/milvus-io/milvus/issues/45239\n\n---------\n\nSigned-off-by: bigsheeper <yihao.dai@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Fix load segment failed due to get disk usage error (#45255)",
          "author_name": "yihao.dai",
          "author_login": "bigsheeper",
          "committed_at": "2025-11-06T00:51:33Z",
          "body_truncated": false,
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          "body": "Related to #44956\n\nIntegrate the StorageV2 FFI interface as the unified storage layer for\nreading packed columnar data, replacing the custom iterative reader with\na manifest-based approach using the milvus-storage library.\n\nChanges:\n- Add C++ FFI reader implementation (ffi_reader_c.cpp/h) with Arrow\n[…]\nations through milvus-storage library\n- Simplified code path with manifest-based reading\n- Better performance with batched streaming reads\n\n---------\n\nSigned-off-by: Congqi Xia <congqi.xia@zilliz.com>",
          "is_bot": false,
          "headline": "enhance: [StorageV2] Integrate FFI interface for packed reader (#45132)",
          "author_name": "congqixia",
          "author_login": "congqixia",
          "committed_at": "2025-11-05T11:57:34Z",
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          "body": "Automated daily bump from pymilvus master branch. Updates\ntests/python_client/requirements.txt.\n\nSigned-off-by: XuanYang-cn <xuan.yang@zilliz.com>",
          "is_bot": false,
          "headline": "test: Increase PyMilvus version to 2.7.0rc54 for master branch (#45273)",
          "author_name": "XuanYang-cn",
          "author_login": "XuanYang-cn",
          "committed_at": "2025-11-05T11:35:33Z",
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          "body": "issue: https://github.com/milvus-io/milvus/issues/44598\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: timezone parameter ingored in Search/Query (#45320)",
          "author_name": "zhenshan.cao",
          "author_login": "czs007",
          "committed_at": "2025-11-05T11:19:33Z",
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          "is_bot": false,
          "headline": "enhance: [GoSDK] Support struct array field type (#45291)",
          "author_name": "congqixia",
          "author_login": "congqixia",
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          "body": "issue: https://github.com/milvus-io/milvus/issues/44585\n\nSigned-off-by: zhenshan.cao <zhenshan.cao@zilliz.com>",
          "is_bot": false,
          "headline": "fix: Handle timestamptz import errors (#45287)",
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          "avatar_url": "https://avatars.githubusercontent.com/u/46207236?v=4"
        },
        {
          "type": "User",
          "login": "XuanYang-cn",
          "commits": 733,
          "avatar_url": "https://avatars.githubusercontent.com/u/51370125?v=4"
        },
        {
          "type": "User",
          "login": "cydrain",
          "commits": 731,
          "avatar_url": "https://avatars.githubusercontent.com/u/3992404?v=4"
        },
        {
          "type": "User",
          "login": "yhmo",
          "commits": 718,
          "avatar_url": "https://avatars.githubusercontent.com/u/2282099?v=4"
        },
        {
          "type": "User",
          "login": "jeffoverflow",
          "commits": 717,
          "avatar_url": "https://avatars.githubusercontent.com/u/24581746?v=4"
        },
        {
          "type": "User",
          "login": "XuPeng-SH",
          "commits": 711,
          "avatar_url": "https://avatars.githubusercontent.com/u/39627130?v=4"
        }
      ],
      "contributors_sampled": 98,
      "top_contributor_share": 0.073
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "all-contributors.yaml",
        "bump-version-only-for-standalone-embed-milvus.yaml",
        "bump-version.yaml",
        "check-issue.yaml",
        "code-checker.yaml",
        "daily-release.yml",
        "delete_comments.yaml",
        "deploy-test.yaml",
        "io-latency-chaos-test.yaml",
        "jenkins-checker.yaml",
        "license-checker.yaml",
        "mac.yaml",
        "main.yaml",
        "markdown-check.yaml",
        "mem-stress-chaos-test.yaml",
        "network-latency-chaos-test.yaml",
        "network-partition-chaos-test.yaml",
        "pod-failure-chaos-test.yaml",
        "pod-kill-chaos-test-kafka-version.yaml",
        "pod-kill-chaos-test.yaml",
        "publish-builder.yaml",
        "publish-gpu-builder.yaml",
        "publish-krte-images.yaml",
        "publish-test-images.yaml",
        "rerun-failure-checks.yaml",
        "simd-compatibility-test.yaml",
        "update-knowhere-commit.yaml",
        "weekly-release.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        ".golangci.yml"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "Cargo.lock",
        "go.sum"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 9,
            "reason": "binaries present in source code",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": null,
            "reason": "no pull request found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 8 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "no SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "82 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "9560e242169d044b60c7621f16294b05150acfb5",
        "ran_at": "2026-07-28T00:38:43Z",
        "aggregate_score": 2.4,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [],
      "last_merged_pr_at": null,
      "ci_last_conclusion": null,
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/yurivict/milvus",
    "host": "github.com",
    "name": "milvus",
    "owner": "yurivict"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "at_risk",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 47,
      "inputs": {
        "security": 24,
        "vitality": 47,
        "community": 12,
        "governance": 64,
        "engineering": 75
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "at_risk",
        "name": "Vitality",
        "value": 47,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "at_risk",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 34,
            "inputs": {
              "commits_last_year": 684,
              "human_commit_share": 1,
              "days_since_last_push": 236,
              "active_weeks_last_year": 18
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 236 days ago",
                "points": 3.6,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 236
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "18/52 weeks with commits",
                "points": 12.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 18
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "684 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 684
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "moderate",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "releases_count": 62,
              "latest_release_tag": "v2.6.6",
              "releases_from_tags": true,
              "days_since_latest_release": 236,
              "mean_days_between_releases": 19.2
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "62 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "version_tags_no_releases",
                    "params": {
                      "count": 62
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 236 days ago",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 236
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~19.2 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 19.2
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "dormant",
              "guards": [
                "no_open_demand",
                "recent_release"
              ],
              "signals": [
                "scorecard_unmaintained"
              ],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": 0,
              "unanswered_open_issues": 0,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 236,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "no human commit for 236 days, with nothing left unanswered; held at dormant by nothing open to answer, a release within the year",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_quiet",
                    "params": {
                      "days": 236
                    }
                  },
                  {
                    "code": "abandonment_guarded",
                    "params": {
                      "guards": "nothing open to answer, a release within the year"
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
        "value": 12,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 0,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "0 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_readme": false,
              "has_license": false,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 64,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "bus_factor": 14,
              "contributors_sampled": 98,
              "top_contributor_share": 0.073
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "14 contributor(s) cover half of all commits",
                "points": 54,
                "status": "met",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 7% of commits",
                "points": 20.9,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 7
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "98 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 98
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "no decided pull requests or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_decided_prs_or_data",
                    "params": {}
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 63,
            "inputs": {
              "followers": 134,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "yurivict",
              "public_repos": 208,
              "account_age_days": 5923
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "134 followers of yurivict",
                "points": 15.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 134,
                      "login": "yurivict"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "208 public repos, account ~16 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 208
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 16
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "packages": [
                "github.com/yurivict/milvus/v2",
                "github.com/yurivict/milvus"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 236
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "go"
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                  }
                ],
                "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
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                  }
                ],
                "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",
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            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 92,
            "inputs": {
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              "has_editorconfig": false,
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            "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",
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                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
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                  }
                ],
                "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",
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                "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",
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                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
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            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://milvus.io",
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              "has_docs_dir": true,
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            },
            "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",
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            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
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              }
            ],
            "value": 24,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 2.4
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            "components": [
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                "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": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                  }
                ],
                "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": [],
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              },
              {
                "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
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
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                    "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": [
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              "has_dockerfile": true,
              "typed_language": true,
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                "client/Makefile",
                "pkg/Makefile"
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              "has_devcontainer": false,
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              "agent_commit_share": 0,
              "toolchain_manifests": [
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              "dependency_bot_commit_share": 0
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            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
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                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
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                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "statically_typed_language",
                    "params": {
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
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                  }
                ],
                "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": [
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                    "code": "no_agent_authored_commits",
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_dependency_automation",
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                  }
                ],
                "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",
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            "name": "Code legibility for models",
            "note": null,
            "notes": [],
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            "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"
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                  }
                ],
                "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"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计Go.