enhance: add fallback mechanism for WP when accessing object storage without Condition Write support (#45735)

related issue: #45733 
related [wp issue:
#60](https://github.com/zilliztech/woodpecker/issues/60)

Signed-off-by: tinswzy <zhenyuan.wei@zilliz.com>

.env

@@ -5,11 +5,11 @@ IMAGE_ARCH=amd64
 OS_NAME=ubuntu22.04
 
 # for services.builder.image in docker-compose.yml
-DATE_VERSION=20250915-2b2a11a
+DATE_VERSION=20251203-0171511
-LATEST_DATE_VERSION=20250915-2b2a11a
+LATEST_DATE_VERSION=20251203-0171511
 # for services.gpubuilder.image in docker-compose.yml
-GPU_DATE_VERSION=20250915-2b2a11a
+GPU_DATE_VERSION=20251203-0171511
-LATEST_GPU_DATE_VERSION=20250915-2b2a11a
+LATEST_GPU_DATE_VERSION=20251203-0171511 
 
 # for other services in docker-compose.yml
 MINIO_ADDRESS=minio:9000

.github/actions/macos-cache-restore/action.yaml

@@ -4,27 +4,51 @@ runs:
   using: "composite"
   steps:
   - name: 'Generate CCache Hash'
-    env:
-      CORE_HASH: ${{ hashFiles( 'internal/core/**/*.cpp', 'internal/core/**/*.cc', 'internal/core/**/*.c', 'internal/core/**/*.h', 'internal/core/**/*.hpp', 'internal/core/**/CMakeLists.txt') }}
     run: |
+      CORE_HASH=""
+      if [ -d "internal/core" ]; then
+        # Find all matching files and calculate hash (macOS compatible)
+        FILES=$(find internal/core -type f \( -name "*.cpp" -o -name "*.cc" -o -name "*.c" -o -name "*.h" -o -name "*.hpp" -o -name "CMakeLists.txt" \) 2>/dev/null | sort)
+        if [ -n "$FILES" ]; then
+          CORE_HASH=$(echo "$FILES" | xargs cat 2>/dev/null | shasum -a 256 | cut -d' ' -f1)
+        fi
+      fi
       echo "corehash=${CORE_HASH}" >> $GITHUB_ENV
-      echo "Set CCache hash to ${CORE_HASH}"
+      echo "Set CCache hash to ${CORE_HASH:-empty}"
     shell: bash
   - name: Mac Cache CCache Volumes
     uses: actions/cache/restore@v4
     with:
       path: /var/tmp/ccache
-      key: macos-ccache-${{ env.corehash }}
+      key: macos15-ccache-${{ env.corehash }}
-      restore-keys: macos-ccache-
+      restore-keys: macos15-ccache-
   - name: Mac Cache Go Mod Volumes
+    id: go-mod-cache
+    run: |
+      GO_MOD_HASH=""
+      if find . -name "go.sum" -type f | grep -q .; then
+        GO_MOD_HASH=$(find . -name "go.sum" -type f -exec cat {} \; 2>/dev/null | shasum -a 256 | cut -d' ' -f1)
+      fi
+      echo "hash=${GO_MOD_HASH}" >> $GITHUB_OUTPUT
+    shell: bash
+  - name: Restore Go Mod Cache
     uses: actions/cache/restore@v4
     with:
       path: ~/go/pkg/mod
-      key: macos-go-mod-${{ hashFiles('**/go.sum') }}
+      key: macos15-go-mod-${{ steps.go-mod-cache.outputs.hash }}
-      restore-keys: macos-go-mod-
+      restore-keys: macos15-go-mod-
   - name: Mac Cache Conan Packages
+    id: conan-cache
+    run: |
+      CONAN_HASH=""
+      if find internal/core -name "conanfile.*" -type f 2>/dev/null | grep -q .; then
+        CONAN_HASH=$(find internal/core -name "conanfile.*" -type f -exec cat {} \; 2>/dev/null | shasum -a 256 | cut -d' ' -f1)
+      fi
+      echo "hash=${CONAN_HASH}" >> $GITHUB_OUTPUT
+    shell: bash
+  - name: Restore Conan Cache
     uses: actions/cache/restore@v4
     with:
       path: ~/.conan
-      key: macos-conan-${{ hashFiles('internal/core/conanfile.*') }}
+      key: macos15-conan-${{ steps.conan-cache.outputs.hash }}
-      restore-keys: macos-conan-
+      restore-keys: macos15-conan-

.github/actions/macos-cache-save/action.yaml

@@ -13,28 +13,49 @@ runs:
   using: "composite"
   steps:
   - name: Generate CCache Hash
-    env:
-      CORE_HASH: ${{ hashFiles( 'internal/core/**/*.cpp', 'internal/core/**/*.cc', 'internal/core/**/*.c', 'internal/core/**/*.h', 'internal/core/**/*.hpp', 'internal/core/**/CMakeLists.txt') }}
     run: |
+      CORE_HASH=""
+      if [ -d "internal/core" ]; then
+        # Find all matching files and calculate hash (macOS compatible)
+        FILES=$(find internal/core -type f \( -name "*.cpp" -o -name "*.cc" -o -name "*.c" -o -name "*.h" -o -name "*.hpp" -o -name "CMakeLists.txt" \) 2>/dev/null | sort)
+        if [ -n "$FILES" ]; then
+          CORE_HASH=$(echo "$FILES" | xargs cat 2>/dev/null | shasum -a 256 | cut -d' ' -f1)
+        fi
+      fi
       echo "corehash=${CORE_HASH}" >> $GITHUB_ENV
-      echo "Set CCache hash to ${CORE_HASH}"
+      echo "Set CCache hash to ${CORE_HASH:-empty}"
     shell: bash
   - name: Mac Cache CCache Volumes
     uses: actions/cache/save@v4
     with:
       path: /var/tmp/ccache
-      key: macos-ccache-${{ env.corehash }}
+      key: macos15-ccache-${{ env.corehash }}
-      restore-keys: macos-ccache-
+  - name: Generate Go Mod Hash
+    id: go-mod-hash
+    run: |
+      GO_MOD_HASH=""
+      if find . -name "go.sum" -type f | grep -q .; then
+        GO_MOD_HASH=$(find . -name "go.sum" -type f -exec cat {} \; 2>/dev/null | shasum -a 256 | cut -d' ' -f1)
+      fi
+      echo "hash=${GO_MOD_HASH}" >> $GITHUB_OUTPUT
+    shell: bash
   - name: Mac Cache Go Mod Volumes
     uses: actions/cache/save@v4
     with:
       path: ~/go/pkg/mod
-      key: macos-go-mod-${{ hashFiles('**/go.sum') }}
+      key: macos15-go-mod-${{ steps.go-mod-hash.outputs.hash }}
-      restore-keys: macos-go-mod-
+  - name: Generate Conan Hash
+    id: conan-hash
+    run: |
+      CONAN_HASH=""
+      if find internal/core -name "conanfile.*" -type f 2>/dev/null | grep -q .; then
+        CONAN_HASH=$(find internal/core -name "conanfile.*" -type f -exec cat {} \; 2>/dev/null | shasum -a 256 | cut -d' ' -f1)
+      fi
+      echo "hash=${CONAN_HASH}" >> $GITHUB_OUTPUT
+    shell: bash
   - name: Mac Cache Conan Packages
     uses: actions/cache/save@v4
     with:
       path: ~/.conan
-      key: macos-conan-${{ hashFiles('internal/core/conanfile.*') }}
+      key: macos15-conan-${{ steps.conan-hash.outputs.hash }}
-      restore-keys: macos-conan-
 

.github/mergify.yml

@@ -46,6 +46,9 @@ misc:
   - when_code_check_ubuntu_success: &WHEN_CODE_CHECK_UBUNTU_SUCCESS
       - 'status-success=Code Checker AMD64 Ubuntu 22.04'
       - 'status-success=ci-v2/code-check'
+  - when_code_check_macos_success: &WHEN_CODE_CHECK_MACOS_SUCCESS
+      - 'status-success=Code Checker MacOS 13'
+      - 'status-success=Code Checker MacOS'
   
   # Branch configurations
   - branch: &BRANCHES
@@ -103,7 +106,7 @@ pull_request_rules:
       - or: *WHEN_INTEGRATION_UNIT_TEST_SUCCESS
       - or: *WHEN_E2E_TEST_SUCCESS
       - or: *WHEN_CODE_CHECK_UBUNTU_SUCCESS
-      - 'status-success=Code Checker MacOS 13'
+      - or: *WHEN_CODE_CHECK_MACOS_SUCCESS
       # - 'status-success=codecov/patch'
       # - 'status-success=codecov/project'
     actions:
@@ -121,7 +124,7 @@ pull_request_rules:
       - or: *WHEN_INTEGRATION_UNIT_TEST_SUCCESS
       - or: *WHEN_E2E_TEST_SUCCESS
       - or: *WHEN_CODE_CHECK_UBUNTU_SUCCESS
-      - 'status-success=Code Checker MacOS 13'
+      - or: *WHEN_CODE_CHECK_MACOS_SUCCESS
       # - 'status-success=codecov/patch'
       # - 'status-success=codecov/project'
     actions:
@@ -165,7 +168,7 @@ pull_request_rules:
       - *only_go_unittest_files
       - or: *WHEN_BUILD_SUCCESS
       - or: *WHEN_CODE_CHECK_UBUNTU_SUCCESS
-      - 'status-success=Code Checker MacOS 13'
+      - or: *WHEN_CODE_CHECK_MACOS_SUCCESS
       - or: *WHEN_GO_UNIT_TEST_SUCCESS
     actions:
       label:
@@ -202,7 +205,7 @@ pull_request_rules:
       - or: *WHEN_GO_UNIT_TEST_SUCCESS
       - or: *WHEN_INTEGRATION_UNIT_TEST_SUCCESS
       - or: *WHEN_CODE_CHECK_UBUNTU_SUCCESS
-      - 'status-success=Code Checker MacOS 13'
+      - or: *WHEN_CODE_CHECK_MACOS_SUCCESS
       - *source_code_files
     actions:
       label:
@@ -214,6 +217,21 @@ pull_request_rules:
   # Remove ci-passed labels when tests fail
   # ==========================================================================
 
+  - name: Remove ci-passed when E2E test not success for tests changed
+    conditions:
+      - or: *BRANCHES
+      - -files~=^(?!tests\/python_client).+
+      - label!=manual-pass
+      - label=ci-passed
+      - not:
+          or:
+            - status-success=cpu-e2e
+            - status-success=ci-v2/e2e-default
+    actions:
+      label:
+        remove:
+          - ci-passed
+
   # ==========================================================================
   # CONSOLIDATED MIGRATION FAILURE HANDLING
   # Handle failure scenarios during CI system migration with optimized rules
@@ -274,8 +292,15 @@ pull_request_rules:
             - or:
                 - status-failure = Code Checker AMD64 Ubuntu 22.04
                 - status-failure = ci-v2/code-check
-        - or:
+        # Code checker MacOS: remove if no success AND has failure
-          - status-success != Code Checker MacOS 13
+        - and:
+            - not:
+                or:
+                  - status-success = Code Checker MacOS 13
+                  - status-success = Code Checker MacOS
+            - or:
+                - status-failure = Code Checker MacOS 13
+                - status-failure = Code Checker MacOS
         # E2E tests: regular case - remove if no success AND has failure
         - and:
             - not:

.github/workflows/mac.yaml

@@ -25,6 +25,16 @@ on:
       # FIXME(wxyu): not need to run code check, update the ci-passed rules and remove these two lines
       - go.mod
       - go.sum
+  schedule:
+    # Runs at 17:00 UTC every day, for refreshing cache every day
+    - cron: '0 17 * * *'
+  workflow_dispatch:
+    inputs:
+      branch:
+        description: 'Branch to run the workflow on'
+        required: true
+        default: 'master'
+        type: string
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
@@ -32,36 +42,44 @@ concurrency:
 
 jobs:
   mac:
-    name: Code Checker MacOS 13
+    name: Code Checker MacOS
-    runs-on: macos-13
+    runs-on: macos-15-intel
-    timeout-minutes: 300
+    timeout-minutes: 480
     steps:
       - name: Checkout
         uses: actions/checkout@v2
+        with:
+          ref: ${{ github.event.inputs.branch || github.ref }}
       - name: Setup Python environment
         uses: actions/setup-python@v4
         with:
           python-version: '<3.12'
       - name: Install CMake 3.31.8
         run: |
-          cmake --version
+          cmake --version || true
-          which cmake
+          which cmake || true
-          brew uninstall cmake -f
+          if ! brew list cmake &>/dev/null; then
+            brew uninstall cmake -f
+          fi
           curl -LO https://github.com/Kitware/CMake/releases/download/v3.31.8/cmake-3.31.8-macos-universal.tar.gz
           tar -zxf cmake-3.31.8-macos-universal.tar.gz -C /tmp/
           sudo mv /tmp/cmake-3.31.8-macos-universal/CMake.app /Applications/
+          sudo rm -f /usr/local/bin/cmake /usr/local/bin/cpack /usr/local/bin/ctest
+          sudo rm -f /opt/homebrew/bin/cmake /opt/homebrew/bin/cpack /opt/homebrew/bin/ctest
           echo -e "\n=== Creating symlinks for CMake ==="
           sudo ln -s /Applications/CMake.app/Contents/bin/cmake /usr/local/bin/cmake
           sudo ln -s /Applications/CMake.app/Contents/bin/cpack /usr/local/bin/cpack
           sudo ln -s /Applications/CMake.app/Contents/bin/ctest /usr/local/bin/ctest
           CMAKE_MODULE_DIR="/Applications/CMake.app/Contents/share/cmake-3.31"
-          sudo ln -s "$CMAKE_MODULE_DIR" /usr/local/share/cmake-3.31          
+          sudo ln -s "$CMAKE_MODULE_DIR" /usr/local/share/cmake-3.31
+          export PATH="/usr/local/bin:$PATH"          
           cmake --version
           which cmake
       - name: Setup Go environment
         uses: actions/setup-go@v4
         with:
-          go-version: '1.24.4'
+          go-version: '1.24.11'
+          cache: false
       - name: Download Caches
         uses: ./.github/actions/macos-cache-restore
       - name: Code Check
@@ -75,12 +93,14 @@ jobs:
           if [[ ! -d "/var/tmp/ccache" ]];then
             mkdir -p /var/tmp/ccache
           fi
-          ls -alh /var/tmp/ccache
           brew install libomp ninja openblas ccache pkg-config
-          pip3 install conan==1.64.1
+          BREW_PREFIX=$(brew --prefix)
-          if [[ ! -d "/usr/local/opt/llvm" ]]; then
+          # Install llvm@17 explicitly as a stable version
-            ln -s /usr/local/opt/llvm@14 /usr/local/opt/llvm
+          brew install llvm@17
+          if [[ ! -d "${BREW_PREFIX}/opt/llvm" ]]; then
+            ln -s ${BREW_PREFIX}/opt/llvm@17 ${BREW_PREFIX}/opt/llvm
           fi
+          pip3 install conan==1.64.1
           make milvus
       - name: Upload Cmake log
         uses: actions/upload-artifact@v4

.gitignore

@@ -47,6 +47,7 @@ proxy/suvlim/*
 proxy-go/proxy-go
 
 # Compiled source
+target/
 bin/
 lib/
 *.a
@@ -117,3 +118,6 @@ WARP.md
 
 # Antlr
 .antlr
+
+# Gocache
+**/.gocache/

.golangci.yml

@@ -111,6 +111,8 @@ linters-settings:
             desc: "not allowed, gogo protobuf is deprecated"
           - pkg: "github.com/golang/protobuf/proto"
             desc: "not allowed, protobuf v1 is deprecated, use google.golang.org/protobuf/proto instead"
+          - pkg: "github.com/pingcap/log"
+            desc: "not allowed, use github.com/milvus-io/milvus/pkg/v2/log"
   forbidigo:
     forbid:
       - '^time\.Tick$'

CONTRIBUTING.md

@@ -27,10 +27,10 @@ As for everything else in the project, the contributions to Milvus are governed
 
 | Suitable for                             | Projects                                                                                                                                                                            | Resources                                                                                           |
 | ---------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------- |
-| Go developers                            | [milvus](https://github.com/milvus-io/milvus), [milvus-sdk-go](https://github.com/milvus-io/milvus-sdk-go)                                                                          |                                                                                                     |
+| Go developers                            | [milvus](https://github.com/milvus-io/milvus)                                                                           |                                                                                                     |
-| CPP developers                           | [milvus](https://github.com/milvus-io/milvus), [knowhere](https://github.com/milvus-io/knowhere)                                                                                    |                                                                                                     |
+| CPP developers                           | [milvus](https://github.com/milvus-io/milvus)                                                                                     |                                                                                                     |
 | Developers interested in other languages | [pymilvus](https://github.com/milvus-io/pymilvus), [milvus-sdk-node](https://github.com/milvus-io/milvus-sdk-node), [milvus-sdk-java](https://github.com/milvus-io/milvus-sdk-java) | [Contributing to PyMilvus](https://github.com/milvus-io/pymilvus/blob/master/CONTRIBUTING.md)       |
-| Kubernetes enthusiasts                   | [milvus-helm](https://github.com/milvus-io/milvus-helm)                                                                                                                             |                                                                                                     |
+|                                                                                             |
 | Tech writers and docs enthusiasts        | [milvus-docs](https://github.com/milvus-io/milvus-docs)                                                                                                                             | [Contributing to milvus docs](https://github.com/milvus-io/milvus-docs/blob/v2.0.0/CONTRIBUTING.md) |
 | Web developers                           | [milvus-insight](https://github.com/zilliztech/milvus-insight)                                                                                                                      |                                                                                                     |
 

Makefile

@@ -386,6 +386,21 @@ run-test-cpp:
 	@echo $(PWD)/scripts/run_cpp_unittest.sh arg=${filter}
 	@(env bash $(PWD)/scripts/run_cpp_unittest.sh arg=${filter})
 
+# tool for benchmark
+exprparser-tool:
+	@echo "Building exprparser helper ..."
+	@source $(PWD)/scripts/setenv.sh && \
+		mkdir -p $(INSTALL_PATH) && go env -w CGO_ENABLED="1" && \
+		GO111MODULE=on $(GO) build -pgo=$(PGO_PATH)/default.pgo -ldflags="-r $${RPATH}" -o $(INSTALL_PATH)/exprparser $(PWD)/cmd/tools/exprparser/main.go 1>/dev/null
+
+# Build unittest with external scalar-benchmark enabled
+scalar-bench: generated-proto exprparser-tool
+	@echo "Building Milvus cpp unittest with scalar-benchmark ... "
+	@(export CMAKE_EXTRA_ARGS="-DENABLE_SCALAR_BENCH=ON"; env bash $(PWD)/scripts/core_build.sh -t ${mode} -a ${use_asan} -u -n ${use_disk_index} -y ${use_dynamic_simd} ${AZURE_OPTION} -x ${index_engine} -o ${use_opendal} -f $(tantivy_features))
+
+scalar-bench-ui:
+	@echo "Starting scalar-benchmark ui ... "
+	@(cd cmake_build/unittest/scalar-benchmark-src/ui && ./serve_ui_dev.sh)
 
 # Run code coverage.
 codecov: codecov-go codecov-cpp
@@ -478,12 +493,7 @@ generate-mockery-rootcoord: getdeps
 	$(INSTALL_PATH)/mockery --name=IMetaTable --dir=$(PWD)/internal/rootcoord --output=$(PWD)/internal/rootcoord/mocks --filename=meta_table.go --with-expecter --outpkg=mockrootcoord
 
 generate-mockery-proxy: getdeps
-	$(INSTALL_PATH)/mockery --name=Cache --dir=$(PWD)/internal/proxy --output=$(PWD)/internal/proxy --filename=mock_cache.go --structname=MockCache --with-expecter --outpkg=proxy --inpackage
+	$(INSTALL_PATH)/mockery --config $(PWD)/internal/proxy/.mockery.yaml
-	$(INSTALL_PATH)/mockery --name=timestampAllocatorInterface --dir=$(PWD)/internal/proxy --output=$(PWD)/internal/proxy --filename=mock_tso_test.go --structname=mockTimestampAllocator --with-expecter --outpkg=proxy --inpackage
-	$(INSTALL_PATH)/mockery --name=LBPolicy --dir=$(PWD)/internal/proxy --output=$(PWD)/internal/proxy --filename=mock_lb_policy.go --structname=MockLBPolicy --with-expecter --outpkg=proxy --inpackage
-	$(INSTALL_PATH)/mockery --name=LBBalancer --dir=$(PWD)/internal/proxy --output=$(PWD)/internal/proxy --filename=mock_lb_balancer.go --structname=MockLBBalancer --with-expecter --outpkg=proxy  --inpackage
-	$(INSTALL_PATH)/mockery --name=shardClientMgr --dir=$(PWD)/internal/proxy --output=$(PWD)/internal/proxy --filename=mock_shardclient_manager.go --structname=MockShardClientManager --with-expecter --outpkg=proxy --inpackage
-	$(INSTALL_PATH)/mockery --name=channelsMgr --dir=$(PWD)/internal/proxy --output=$(PWD)/internal/proxy --filename=mock_channels_manager.go --structname=MockChannelsMgr --with-expecter --outpkg=proxy --inpackage
 
 generate-mockery-querycoord: getdeps
 	$(INSTALL_PATH)/mockery --config $(PWD)/internal/querycoordv2/.mockery.yaml
@@ -523,6 +533,7 @@ generate-mockery-utils: getdeps
 	# tso.Allocator
 	$(INSTALL_PATH)/mockery --name=Allocator --dir=internal/tso --output=internal/tso/mocks --filename=allocator.go --with-expecter --structname=Allocator --outpkg=mocktso
 	$(INSTALL_PATH)/mockery --name=SessionInterface --dir=$(PWD)/internal/util/sessionutil --output=$(PWD)/internal/util/sessionutil --filename=mock_session.go --with-expecter --structname=MockSession --inpackage
+	$(INSTALL_PATH)/mockery --name=SessionWatcher --dir=$(PWD)/internal/util/sessionutil --output=$(PWD)/internal/util/sessionutil --filename=mock_session_watcher.go --with-expecter --structname=MockSessionWatcher --inpackage
 	$(INSTALL_PATH)/mockery --name=GrpcClient --dir=$(PWD)/internal/util/grpcclient --output=$(PWD)/internal/mocks --filename=mock_grpc_client.go --with-expecter --structname=MockGrpcClient
 	# proxy_client_manager.go
 	$(INSTALL_PATH)/mockery --name=ProxyClientManagerInterface --dir=$(PWD)/internal/util/proxyutil --output=$(PWD)/internal/util/proxyutil --filename=mock_proxy_client_manager.go --with-expecter --structname=MockProxyClientManager --inpackage

README.md

@@ -14,7 +14,7 @@
 
 🐦 [Milvus](https://milvus.io/) is a high-performance vector database built for scale. It powers AI applications by efficiently organizing and searching vast amounts of unstructured data, such as text, images, and multi-modal information.
 
-🧑‍💻 Written in Go and C++, Milvus implements hardware accelaration for CPU/GPU to achieve best-in-class vector search performance. Thanks to its [fully-distributed and K8s-native architecture](https://milvus.io/docs/overview.md#What-Makes-Milvus-so-Scalable), Milvus can scale horizontally, handle tens of thousands of search queries on billions of vectors, and keep data fresh with real-time streaming updates. Milvus also supports [Standalone mode](https://milvus.io/docs/install_standalone-docker.md) for single machine deployment. [Milvus Lite](https://milvus.io/docs/milvus_lite.md) is a lightweight version good for quickstart in python with `pip install`.
+🧑‍💻 Written in Go and C++, Milvus implements hardware acceleration for CPU/GPU to achieve best-in-class vector search performance. Thanks to its [fully-distributed and K8s-native architecture](https://milvus.io/docs/overview.md#What-Makes-Milvus-so-Scalable), Milvus can scale horizontally, handle tens of thousands of search queries on billions of vectors, and keep data fresh with real-time streaming updates. Milvus also supports [Standalone mode](https://milvus.io/docs/install_standalone-docker.md) for single machine deployment. [Milvus Lite](https://milvus.io/docs/milvus_lite.md) is a lightweight version good for quickstart in python with `pip install`.
 
 Want to use Milvus with zero setup? Try out [Zilliz Cloud ☁️](https://cloud.zilliz.com/signup?utm_source=partner&utm_medium=referral&utm_campaign=2024-11-04_web_github-readme_global) for free. Milvus is available as a fully managed service on Zilliz Cloud, with [Serverless](https://zilliz.com/serverless?utm_source=partner&utm_medium=referral&utm_campaign=2024-11-04_web_github-readme_global), [Dedicated](https://zilliz.com/cloud?utm_source=partner&utm_medium=referral&utm_campaign=2024-11-04_web_github-readme_global) and [BYOC](https://zilliz.com/bring-your-own-cloud?utm_source=partner&utm_medium=referral&utm_campaign=2024-11-04_web_github-readme_global) options available.
 
@@ -88,12 +88,12 @@ Milvus is designed to handle vector search at scale. It stores vectors, which ar
   * Milvus supports [multi-tenancy](https://milvus.io/docs/multi_tenancy.md#Multi-tenancy-strategies) through isolation at database, collection, partition, or partition key level. The flexible strategies allow a single cluster to handle hundreds to millions of tenants, also ensures optimized search performance and flexible access control. Milvus enhances cost-effectiveness with hot/cold storage. Frequently accessed hot data can be stored in memory or on SSDs for better performance, while less-accessed cold data is kept on slower, cost-effective storage. This mechanism can significantly reduce costs while maintaining high performance for critical tasks.
 
 **Sparse Vector for Full Text Search and Hybrid Search**
-  * In addition to semantic search through dense vector, Milvus also natively supports [full text search](https://milvus.io/docs/full-text-search.md) with BM25 as well as learned sparse embedding such as SPLADE and BGE-M3. Users can store sparse vector and dense vector in the same collection, and define functions to rerank results from multiple search requests. See examples of [Hybrid Search with semantic search + full text search](https://milvus.io/docs/full_text_search_with_milvus.md).
+  * In addition to semantic search through dense vector, Milvus also natively supports [full text search](https://milvus.io/docs/full-text-search.md) with BM25 as well as learned sparse embeddings such as SPLADE and BGE-M3. Users can store sparse vectors and dense vectors in the same collection, and define functions to rerank results from multiple search requests. See examples of [Hybrid Search with semantic search + full text search](https://milvus.io/docs/full_text_search_with_milvus.md).
 
 **Data Security and Fine-grain Access Control**
   * Milvus ensures data security by implementing mandatory user authentication, TLS encryption, and Role-Based Access Control (RBAC). User authentication ensures that only authorized users with valid credentials can access the database, while TLS encryption secures all communications within the network. Additionally, RBAC allows for fine-grained access control by assigning specific permissions to users based on their roles. These features make Milvus a robust and secure choice for enterprise applications, protecting sensitive data from unauthorized access and potential breaches.
 
-Milvus is trusted by AI developers to build applications such as text and image search, Retrieval-Augmented Generation (RAG), and recommendation systems. Milvus powers [many mission-critical business]((https://milvus.io/use-cases)) for startups and enterprises.
+Milvus is trusted by AI developers to build applications such as text and image search, Retrieval-Augmented Generation (RAG), and recommendation systems. Milvus powers [many mission-critical businesses](https://milvus.io/use-cases) for startups and enterprises.
 
 ## Demos and Tutorials
 
@@ -148,7 +148,7 @@ You can explore a comprehensive [Tutorials Overview](https://milvus.io/docs/tuto
 </table>
 
 ## Ecosystem and Integration
-   Milvus integrates with a comprehensive suite of [AI development tools](https://milvus.io/docs/integrations_overview.md), such as LangChain, LlamaIndex, OpenAI and HuggingFace, making it an ideal vector store for GenAI applications such as Retrieval-Augmented Generation (RAG). Milvus works with both open-source embedding models and embedding service, in text, image and video modalities. Milvus also provides a convenient util [`pymilvus[model]`](https://milvus.io/docs/embeddings.md), users can use the simple wrapper code to transform unstructured data into vector embeddings and leverage reranking models for optimized search results. The Milvus ecosystem also includes [Attu](https://github.com/zilliztech/attu?tab=readme-ov-file#attu) for GUI-based administration, [Birdwatcher](https://milvus.io/docs/birdwatcher_overview.md) for system debugging, [Prometheus/Grafana](https://milvus.io/docs/monitor_overview.md) for monitoring, [Milvus CDC](https://milvus.io/docs/milvus-cdc-overview.md) for data synchronization, [VTS](https://github.com/zilliztech/vts?tab=readme-ov-file#vts) for data migration and data connectors for [Spark](https://milvus.io/docs/integrate_with_spark.md#Spark-Milvus-Connector-User-Guide), [Kafka](https://github.com/zilliztech/kafka-connect-milvus?tab=readme-ov-file#kafka-connect-milvus-connector), [Fivetran](https://fivetran.com/docs/destinations/milvus), and [Airbyte](https://milvus.io/docs/integrate_with_airbyte.md) to build search pipelines.
+   Milvus integrates with a comprehensive suite of [AI development tools](https://milvus.io/docs/integrations_overview.md), such as LangChain, LlamaIndex, OpenAI and HuggingFace, making it an ideal vector store for GenAI applications such as Retrieval-Augmented Generation (RAG). Milvus works with both open-source embedding models and embedding services, in text, image and video modalities. Milvus also provides a convenient utility [`pymilvus[model]`](https://milvus.io/docs/embeddings.md), users can use the simple wrapper code to transform unstructured data into vector embeddings and leverage reranking models for optimized search results. The Milvus ecosystem also includes [Attu](https://github.com/zilliztech/attu?tab=readme-ov-file#attu) for GUI-based administration, [Birdwatcher](https://milvus.io/docs/birdwatcher_overview.md) for system debugging, [Prometheus/Grafana](https://milvus.io/docs/monitor_overview.md) for monitoring, [Milvus CDC](https://milvus.io/docs/milvus-cdc-overview.md) for data synchronization, [VTS](https://github.com/zilliztech/vts?tab=readme-ov-file#vts) for data migration and data connectors for [Spark](https://milvus.io/docs/integrate_with_spark.md#Spark-Milvus-Connector-User-Guide), [Kafka](https://github.com/zilliztech/kafka-connect-milvus?tab=readme-ov-file#kafka-connect-milvus-connector), [Fivetran](https://fivetran.com/docs/destinations/milvus), and [Airbyte](https://milvus.io/docs/integrate_with_airbyte.md) to build search pipelines.
 
 Check out https://milvus.io/docs/integrations_overview.md for more details.
 
@@ -158,7 +158,7 @@ For guidance on installation, usage, deployment, and administration, check out [
 
 ## Contributing
 
-The Milvus open-source project accepts contribution from everyone. See [Guidelines for Contributing](https://github.com/milvus-io/milvus/blob/master/CONTRIBUTING.md) for details on submitting patches and the development workflow. See our [community repository](https://github.com/milvus-io/community) to learn about project governance and access more community resources.
+The Milvus open-source project accepts contributions from everyone. See [Guidelines for Contributing](https://github.com/milvus-io/milvus/blob/master/CONTRIBUTING.md) for details on submitting patches and the development workflow. See our [community repository](https://github.com/milvus-io/community) to learn about project governance and access more community resources.
 
 ### Build Milvus from Source Code
 
@@ -166,26 +166,26 @@ Requirements:
 
 * Linux systems (Ubuntu 20.04 or later recommended):
   ```bash
-  go: >= 1.21
+  Go: >= 1.21
-  cmake: >= 3.26.4
+  CMake: >= 3.26.4 && CMake < 4
-  gcc: 9.5
+  GCC: 9.5
-  python: > 3.8 and  <= 3.11
+  Python: > 3.8 and  <= 3.11
   ```
 
 * MacOS systems with x86_64 (Big Sur 11.5 or later recommended):
   ```bash
-  go: >= 1.21
+  Go: >= 1.21
-  cmake: >= 3.26.4
+  CMake: >= 3.26.4 && CMake < 4
   llvm: >= 15
-  python: > 3.8 and  <= 3.11
+  Python: > 3.8 and  <= 3.11
   ```
 
 * MacOS systems with Apple Silicon (Monterey 12.0.1 or later recommended):
   ```bash
-  go: >= 1.21 (Arch=ARM64)
+  Go: >= 1.21 (Arch=ARM64)
-  cmake: >= 3.26.4
+  CMake: >= 3.26.4 && CMake < 4
   llvm: >= 15
-  python: > 3.8 and  <= 3.11
+  Python: > 3.8 and  <= 3.11
   ```
 
 Clone Milvus repo and build.
@@ -208,11 +208,11 @@ For full instructions, see [developer's documentation](https://github.com/milvus
 
 Join the Milvus community on [Discord](https://discord.gg/8uyFbECzPX) to share your suggestions, advice, and questions with our engineering team.
 
-To learn latest news about Milvus, follow us on social media:
+To learn the latest news about Milvus, follow us on social media:
 
 - [X](https://twitter.com/milvusio)
 - [LinkedIn](https://www.linkedin.com/company/the-milvus-project)
-- [Youtube](https://www.youtube.com/channel/UCMCo_F7pKjMHBlfyxwOPw-g)
+- [YouTube](https://www.youtube.com/channel/UCMCo_F7pKjMHBlfyxwOPw-g)
 - [Medium](https://medium.com/@milvusio)
 
 You can also check out our [FAQ page](https://milvus.io/docs/performance_faq.md) to discover solutions or answers to your issues or questions, and subscribe to Milvus mailing lists:
@@ -246,15 +246,17 @@ Reference to cite when you use Milvus in a research paper:
 }
 ```
 <!-- Do not remove start of hero-bot -->
-<img src="https://img.shields.io/badge/all--contributors-414-orange"><br>
+<img src="https://img.shields.io/badge/all--contributors-432-orange"><br>
 <a href="https://github.com/0xflotus"><img src="https://avatars.githubusercontent.com/u/26602940?v=4" width="30px" /></a>
+<a href="https://github.com/404-P4rziv4L"><img src="https://avatars.githubusercontent.com/u/57059194?v=4" width="30px" /></a>
 <a href="https://github.com/9Eurydice9"><img src="https://avatars.githubusercontent.com/u/220225099?v=4" width="30px" /></a>
 <a href="https://github.com/ABNER-1"><img src="https://avatars.githubusercontent.com/u/24547351?v=4" width="30px" /></a>
-<a href="https://github.com/Abhijnan-Bajpai"><img src="https://avatars.githubusercontent.com/u/57059194?v=4" width="30px" /></a>
 <a href="https://github.com/Accagain2014"><img src="https://avatars.githubusercontent.com/u/9635216?v=4" width="30px" /></a>
+<a href="https://github.com/AgNess-G"><img src="https://avatars.githubusercontent.com/u/79598409?v=4" width="30px" /></a>
 <a href="https://github.com/Ahmetyasin"><img src="https://avatars.githubusercontent.com/u/34247619?v=4" width="30px" /></a>
 <a href="https://github.com/Ald392"><img src="https://avatars.githubusercontent.com/u/166891594?v=4" width="30px" /></a>
 <a href="https://github.com/AliDotS"><img src="https://avatars.githubusercontent.com/u/33119433?v=4" width="30px" /></a>
+<a href="https://github.com/AlintaLu"><img src="https://avatars.githubusercontent.com/u/18751867?v=4" width="30px" /></a>
 <a href="https://github.com/AllenYu1987"><img src="https://avatars.githubusercontent.com/u/12489985?v=4" width="30px" /></a>
 <a href="https://github.com/Anosh21"><img src="https://avatars.githubusercontent.com/u/90505226?v=4" width="30px" /></a>
 <a href="https://github.com/AnthonyTsu1984"><img src="https://avatars.githubusercontent.com/u/115786031?v=4" width="30px" /></a>
@@ -268,10 +270,12 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/BossZou"><img src="https://avatars.githubusercontent.com/u/40255591?v=4" width="30px" /></a>
 <a href="https://github.com/CNLHC"><img src="https://avatars.githubusercontent.com/u/21005146?v=4" width="30px" /></a>
 <a href="https://github.com/CaoHaiNam"><img src="https://avatars.githubusercontent.com/u/47685795?v=4" width="30px" /></a>
+<a href="https://github.com/ChelseyZ"><img src="https://avatars.githubusercontent.com/u/237714727?v=4" width="30px" /></a>
 <a href="https://github.com/Chisdo"><img src="https://avatars.githubusercontent.com/u/36720318?v=4" width="30px" /></a>
 <a href="https://github.com/ChunelFeng"><img src="https://avatars.githubusercontent.com/u/37905059?v=4" width="30px" /></a>
 <a href="https://github.com/CocytusElias"><img src="https://avatars.githubusercontent.com/u/79587688?v=4" width="30px" /></a>
 <a href="https://github.com/CodeInDreams"><img src="https://avatars.githubusercontent.com/u/17664279?v=4" width="30px" /></a>
+<a href="https://github.com/Cplus-plus"><img src="https://avatars.githubusercontent.com/u/57971497?v=4" width="30px" /></a>
 <a href="https://github.com/CsterKuroi"><img src="https://avatars.githubusercontent.com/u/12230174?v=4" width="30px" /></a>
 <a href="https://github.com/Cupchen"><img src="https://avatars.githubusercontent.com/u/34762375?v=4" width="30px" /></a>
 <a href="https://github.com/DLT1412"><img src="https://avatars.githubusercontent.com/u/8294986?v=4" width="30px" /></a>
@@ -281,9 +285,11 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/DiptoChakrabarty"><img src="https://avatars.githubusercontent.com/u/45638240?v=4" width="30px" /></a>
 <a href="https://github.com/EricStarer"><img src="https://avatars.githubusercontent.com/u/34002927?v=4" width="30px" /></a>
 <a href="https://github.com/Erzangel"><img src="https://avatars.githubusercontent.com/u/57399897?v=4" width="30px" /></a>
+<a href="https://github.com/FeilongHou"><img src="https://avatars.githubusercontent.com/u/77430856?v=4" width="30px" /></a>
 <a href="https://github.com/Fierralin"><img src="https://avatars.githubusercontent.com/u/8857059?v=4" width="30px" /></a>
 <a href="https://github.com/FluorineDog"><img src="https://avatars.githubusercontent.com/u/15663612?v=4" width="30px" /></a>
 <a href="https://github.com/Gofastasf"><img src="https://avatars.githubusercontent.com/u/159963288?v=4" width="30px" /></a>
+<a href="https://github.com/Goodnight77"><img src="https://avatars.githubusercontent.com/u/117648012?v=4" width="30px" /></a>
 <a href="https://github.com/Gracieeea"><img src="https://avatars.githubusercontent.com/u/50101579?v=4" width="30px" /></a>
 <a href="https://github.com/GuanyunFeng"><img src="https://avatars.githubusercontent.com/u/40229765?v=4" width="30px" /></a>
 <a href="https://github.com/GuoRentong"><img src="https://avatars.githubusercontent.com/u/57477222?v=4" width="30px" /></a>
@@ -301,6 +307,7 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/Janglearnstocode"><img src="https://avatars.githubusercontent.com/u/204587742?v=4" width="30px" /></a>
 <a href="https://github.com/Javajava1"><img src="https://avatars.githubusercontent.com/u/29594737?v=4" width="30px" /></a>
 <a href="https://github.com/Jeri-jose"><img src="https://avatars.githubusercontent.com/u/72429659?v=4" width="30px" /></a>
+<a href="https://github.com/JianPeng20"><img src="https://avatars.githubusercontent.com/u/14035577?v=4" width="30px" /></a>
 <a href="https://github.com/JinHai-CN"><img src="https://avatars.githubusercontent.com/u/33142505?v=4" width="30px" /></a>
 <a href="https://github.com/JsDove"><img src="https://avatars.githubusercontent.com/u/35839735?v=4" width="30px" /></a>
 <a href="https://github.com/Juneezee"><img src="https://avatars.githubusercontent.com/u/20135478?v=4" width="30px" /></a>
@@ -322,7 +329,6 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/PahudPlus"><img src="https://avatars.githubusercontent.com/u/64403786?v=4" width="30px" /></a>
 <a href="https://github.com/PiercarloSlavazza"><img src="https://avatars.githubusercontent.com/u/3389306?v=4" width="30px" /></a>
 <a href="https://github.com/PowderLi"><img src="https://avatars.githubusercontent.com/u/135960789?v=4" width="30px" /></a>
-<a href="https://github.com/PwzXxm"><img src="https://avatars.githubusercontent.com/u/6563846?v=4" width="30px" /></a>
 <a href="https://github.com/QipengZhou"><img src="https://avatars.githubusercontent.com/u/5410298?v=4" width="30px" /></a>
 <a href="https://github.com/RangerCD"><img src="https://avatars.githubusercontent.com/u/6872198?v=4" width="30px" /></a>
 <a href="https://github.com/Raysilience"><img src="https://avatars.githubusercontent.com/u/45241093?v=4" width="30px" /></a>
@@ -350,11 +356,13 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/Writer-X"><img src="https://avatars.githubusercontent.com/u/80471801?v=4" width="30px" /></a>
 <a href="https://github.com/Writtic"><img src="https://avatars.githubusercontent.com/u/11371498?v=4" width="30px" /></a>
 <a href="https://github.com/Wuzhengda55"><img src="https://avatars.githubusercontent.com/u/47274057?v=4" width="30px" /></a>
+<a href="https://github.com/XTxxxx"><img src="https://avatars.githubusercontent.com/u/113696527?v=4" width="30px" /></a>
 <a href="https://github.com/Xieql"><img src="https://avatars.githubusercontent.com/u/45359033?v=4" width="30px" /></a>
 <a href="https://github.com/XuPeng-SH"><img src="https://avatars.githubusercontent.com/u/39627130?v=4" width="30px" /></a>
 <a href="https://github.com/XuanYang-cn"><img src="https://avatars.githubusercontent.com/u/51370125?v=4" width="30px" /></a>
 <a href="https://github.com/YannFollet"><img src="https://avatars.githubusercontent.com/u/131855179?v=4" width="30px" /></a>
 <a href="https://github.com/YidaHu"><img src="https://avatars.githubusercontent.com/u/13404367?v=4" width="30px" /></a>
+<a href="https://github.com/Yinwei-Yu"><img src="https://avatars.githubusercontent.com/u/150327960?v=4" width="30px" /></a>
 <a href="https://github.com/YiyunNi"><img src="https://avatars.githubusercontent.com/u/74396087?v=4" width="30px" /></a>
 <a href="https://github.com/Yougigun"><img src="https://avatars.githubusercontent.com/u/9638997?v=4" width="30px" /></a>
 <a href="https://github.com/Yukikaze-CZR"><img src="https://avatars.githubusercontent.com/u/48198922?v=4" width="30px" /></a>
@@ -366,6 +374,7 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/alexanderguzhva"><img src="https://avatars.githubusercontent.com/u/10901481?v=4" width="30px" /></a>
 <a href="https://github.com/alwayslove2013"><img src="https://avatars.githubusercontent.com/u/22510720?v=4" width="30px" /></a>
 <a href="https://github.com/anchun"><img src="https://avatars.githubusercontent.com/u/2356895?v=4" width="30px" /></a>
+<a href="https://github.com/andrii-shchur"><img src="https://avatars.githubusercontent.com/u/33606307?v=4" width="30px" /></a>
 <a href="https://github.com/any35"><img src="https://avatars.githubusercontent.com/u/2082210?v=4" width="30px" /></a>
 <a href="https://github.com/aoiasd"><img src="https://avatars.githubusercontent.com/u/45024769?v=4" width="30px" /></a>
 <a href="https://github.com/arijit-chowdhury-genea"><img src="https://avatars.githubusercontent.com/u/104769013?v=4" width="30px" /></a>
@@ -428,6 +437,7 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/elfisworking"><img src="https://avatars.githubusercontent.com/u/37609214?v=4" width="30px" /></a>
 <a href="https://github.com/eli-b"><img src="https://avatars.githubusercontent.com/u/834999?v=4" width="30px" /></a>
 <a href="https://github.com/elstic"><img src="https://avatars.githubusercontent.com/u/48523564?v=4" width="30px" /></a>
+<a href="https://github.com/eltociear"><img src="https://avatars.githubusercontent.com/u/22633385?v=4" width="30px" /></a>
 <a href="https://github.com/emmanuel-ferdman"><img src="https://avatars.githubusercontent.com/u/35470921?v=4" width="30px" /></a>
 <a href="https://github.com/eolivelli"><img src="https://avatars.githubusercontent.com/u/9469110?v=4" width="30px" /></a>
 <a href="https://github.com/erdustiggen"><img src="https://avatars.githubusercontent.com/u/25433850?v=4" width="30px" /></a>
@@ -453,7 +463,6 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/guoxiangzhou"><img src="https://avatars.githubusercontent.com/u/52496626?v=4" width="30px" /></a>
 <a href="https://github.com/hadim"><img src="https://avatars.githubusercontent.com/u/528003?v=4" width="30px" /></a>
 <a href="https://github.com/haorenfsa"><img src="https://avatars.githubusercontent.com/u/15938850?v=4" width="30px" /></a>
-<a href="https://github.com/hckex"><img src="https://avatars.githubusercontent.com/u/33862757?v=4" width="30px" /></a>
 <a href="https://github.com/hedane"><img src="https://avatars.githubusercontent.com/u/12457872?v=4" width="30px" /></a>
 <a href="https://github.com/henryoswald"><img src="https://avatars.githubusercontent.com/u/343366?v=4" width="30px" /></a>
 <a href="https://github.com/hishope"><img src="https://avatars.githubusercontent.com/u/153272819?v=4" width="30px" /></a>
@@ -470,12 +479,15 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/jeffoverflow"><img src="https://avatars.githubusercontent.com/u/24581746?v=4" width="30px" /></a>
 <a href="https://github.com/jenkoon"><img src="https://avatars.githubusercontent.com/u/27683687?v=4" width="30px" /></a>
 <a href="https://github.com/jennyli-z"><img src="https://avatars.githubusercontent.com/u/93511422?v=4" width="30px" /></a>
+<a href="https://github.com/jfwm2"><img src="https://avatars.githubusercontent.com/u/16882135?v=4" width="30px" /></a>
 <a href="https://github.com/jhonroxton"><img src="https://avatars.githubusercontent.com/u/105436184?v=4" width="30px" /></a>
 <a href="https://github.com/jiangke-sr"><img src="https://avatars.githubusercontent.com/u/68629395?v=4" width="30px" /></a>
 <a href="https://github.com/jiangyinzuo"><img src="https://avatars.githubusercontent.com/u/40995042?v=4" width="30px" /></a>
 <a href="https://github.com/jiaoew1991"><img src="https://avatars.githubusercontent.com/u/2297455?v=4" width="30px" /></a>
+<a href="https://github.com/jiaqizho"><img src="https://avatars.githubusercontent.com/u/8388185?v=4" width="30px" /></a>
 <a href="https://github.com/jielinxu"><img src="https://avatars.githubusercontent.com/u/52057195?v=4" width="30px" /></a>
 <a href="https://github.com/jingkl"><img src="https://avatars.githubusercontent.com/u/34296482?v=4" width="30px" /></a>
+<a href="https://github.com/jjaikumar-xyla"><img src="https://avatars.githubusercontent.com/u/144144634?v=4" width="30px" /></a>
 <a href="https://github.com/jjyaoao"><img src="https://avatars.githubusercontent.com/u/88936287?v=4" width="30px" /></a>
 <a href="https://github.com/jkx8fc"><img src="https://avatars.githubusercontent.com/u/31717785?v=4" width="30px" /></a>
 <a href="https://github.com/joeyjooste"><img src="https://avatars.githubusercontent.com/u/72280325?v=4" width="30px" /></a>
@@ -483,6 +495,7 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/jperez999"><img src="https://avatars.githubusercontent.com/u/37191411?v=4" width="30px" /></a>
 <a href="https://github.com/juliens"><img src="https://avatars.githubusercontent.com/u/195661?v=4" width="30px" /></a>
 <a href="https://github.com/junjiejiangjjj"><img src="https://avatars.githubusercontent.com/u/14136703?v=4" width="30px" /></a>
+<a href="https://github.com/jvirgovic"><img src="https://avatars.githubusercontent.com/u/138708600?v=4" width="30px" /></a>
 <a href="https://github.com/jyc4617"><img src="https://avatars.githubusercontent.com/u/3044583?v=4" width="30px" /></a>
 <a href="https://github.com/kartikcho"><img src="https://avatars.githubusercontent.com/u/48270786?v=4" width="30px" /></a>
 <a href="https://github.com/kateshaowanjou"><img src="https://avatars.githubusercontent.com/u/58837504?v=4" width="30px" /></a>
@@ -490,6 +503,7 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/laipz8200"><img src="https://avatars.githubusercontent.com/u/16485841?v=4" width="30px" /></a>
 <a href="https://github.com/laurazhao0611"><img src="https://avatars.githubusercontent.com/u/192320184?v=4" width="30px" /></a>
 <a href="https://github.com/lee-eve"><img src="https://avatars.githubusercontent.com/u/9720105?v=4" width="30px" /></a>
+<a href="https://github.com/lee-taejun"><img src="https://avatars.githubusercontent.com/u/33862757?v=4" width="30px" /></a>
 <a href="https://github.com/lentitude2tk"><img src="https://avatars.githubusercontent.com/u/108672767?v=4" width="30px" /></a>
 <a href="https://github.com/leonardokidd"><img src="https://avatars.githubusercontent.com/u/14940941?v=4" width="30px" /></a>
 <a href="https://github.com/letian-jiang"><img src="https://avatars.githubusercontent.com/u/16740944?v=4" width="30px" /></a>
@@ -499,6 +513,7 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/liliu-z"><img src="https://avatars.githubusercontent.com/u/105927039?v=4" width="30px" /></a>
 <a href="https://github.com/linhgao"><img src="https://avatars.githubusercontent.com/u/102851605?v=4" width="30px" /></a>
 <a href="https://github.com/liyun95"><img src="https://avatars.githubusercontent.com/u/105278390?v=4" width="30px" /></a>
+<a href="https://github.com/lmzzzzz1"><img src="https://avatars.githubusercontent.com/u/43360234?v=4" width="30px" /></a>
 <a href="https://github.com/locustbaby"><img src="https://avatars.githubusercontent.com/u/21237232?v=4" width="30px" /></a>
 <a href="https://github.com/loguo"><img src="https://avatars.githubusercontent.com/u/15364733?v=4" width="30px" /></a>
 <a href="https://github.com/longjiquan"><img src="https://avatars.githubusercontent.com/u/31589260?v=4" width="30px" /></a>
@@ -507,6 +522,7 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/lwglgy"><img src="https://avatars.githubusercontent.com/u/26682620?v=4" width="30px" /></a>
 <a href="https://github.com/madogar"><img src="https://avatars.githubusercontent.com/u/36537062?v=4" width="30px" /></a>
 <a href="https://github.com/maksspace"><img src="https://avatars.githubusercontent.com/u/9841409?v=4" width="30px" /></a>
+<a href="https://github.com/marcelo-cjl"><img src="https://avatars.githubusercontent.com/u/222351274?v=4" width="30px" /></a>
 <a href="https://github.com/matchyc"><img src="https://avatars.githubusercontent.com/u/57976772?v=4" width="30px" /></a>
 <a href="https://github.com/matrixji"><img src="https://avatars.githubusercontent.com/u/183388?v=4" width="30px" /></a>
 <a href="https://github.com/mausch"><img src="https://avatars.githubusercontent.com/u/95194?v=4" width="30px" /></a>
@@ -529,13 +545,11 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/op-hunter"><img src="https://avatars.githubusercontent.com/u/5617677?v=4" width="30px" /></a>
 <a href="https://github.com/ownbylichaobao"><img src="https://avatars.githubusercontent.com/u/37684963?v=4" width="30px" /></a>
 <a href="https://github.com/panjf2000"><img src="https://avatars.githubusercontent.com/u/7496278?v=4" width="30px" /></a>
-<a href="https://github.com/pengjeck"><img src="https://avatars.githubusercontent.com/u/14035577?v=4" width="30px" /></a>
 <a href="https://github.com/phantom8548"><img src="https://avatars.githubusercontent.com/u/11576622?v=4" width="30px" /></a>
 <a href="https://github.com/pingliu"><img src="https://avatars.githubusercontent.com/u/6415493?v=4" width="30px" /></a>
 <a href="https://github.com/pj1987111"><img src="https://avatars.githubusercontent.com/u/6268414?v=4" width="30px" /></a>
 <a href="https://github.com/ponponon"><img src="https://avatars.githubusercontent.com/u/38725104?v=4" width="30px" /></a>
 <a href="https://github.com/preetham"><img src="https://avatars.githubusercontent.com/u/9149028?v=4" width="30px" /></a>
-<a href="https://github.com/presburger"><img src="https://avatars.githubusercontent.com/u/49336176?v=4" width="30px" /></a>
 <a href="https://github.com/proost"><img src="https://avatars.githubusercontent.com/u/34047134?v=4" width="30px" /></a>
 <a href="https://github.com/psc0606"><img src="https://avatars.githubusercontent.com/u/7888889?v=4" width="30px" /></a>
 <a href="https://github.com/punkerpunker"><img src="https://avatars.githubusercontent.com/u/54440025?v=4" width="30px" /></a>
@@ -549,6 +563,7 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/sageanya"><img src="https://avatars.githubusercontent.com/u/37909674?v=4" width="30px" /></a>
 <a href="https://github.com/saisona"><img src="https://avatars.githubusercontent.com/u/10884762?v=4" width="30px" /></a>
 <a href="https://github.com/saivarunk"><img src="https://avatars.githubusercontent.com/u/2976867?v=4" width="30px" /></a>
+<a href="https://github.com/sangheee"><img src="https://avatars.githubusercontent.com/u/29528531?v=4" width="30px" /></a>
 <a href="https://github.com/sarah-inkeep"><img src="https://avatars.githubusercontent.com/u/129242944?v=4" width="30px" /></a>
 <a href="https://github.com/scipe"><img src="https://avatars.githubusercontent.com/u/3996622?v=4" width="30px" /></a>
 <a href="https://github.com/scsven"><img src="https://avatars.githubusercontent.com/u/100122127?v=4" width="30px" /></a>
@@ -568,6 +583,7 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/siriusctrl"><img src="https://avatars.githubusercontent.com/u/26541600?v=4" width="30px" /></a>
 <a href="https://github.com/slobentanzer"><img src="https://avatars.githubusercontent.com/u/13223629?v=4" width="30px" /></a>
 <a href="https://github.com/smackfu"><img src="https://avatars.githubusercontent.com/u/1723952?v=4" width="30px" /></a>
+<a href="https://github.com/smdsbz"><img src="https://avatars.githubusercontent.com/u/19503270?v=4" width="30px" /></a>
 <a href="https://github.com/smellthemoon"><img src="https://avatars.githubusercontent.com/u/64083300?v=4" width="30px" /></a>
 <a href="https://github.com/snyk-bot"><img src="https://avatars.githubusercontent.com/u/19733683?v=4" width="30px" /></a>
 <a href="https://github.com/songxianj"><img src="https://avatars.githubusercontent.com/u/107831450?v=4" width="30px" /></a>
@@ -598,10 +614,11 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/tinswzy"><img src="https://avatars.githubusercontent.com/u/30112657?v=4" width="30px" /></a>
 <a href="https://github.com/topikachu"><img src="https://avatars.githubusercontent.com/u/1520380?v=4" width="30px" /></a>
 <a href="https://github.com/trovwu"><img src="https://avatars.githubusercontent.com/u/89676996?v=4" width="30px" /></a>
+<a href="https://github.com/tsonglew"><img src="https://avatars.githubusercontent.com/u/14333766?v=4" width="30px" /></a>
 <a href="https://github.com/tuwchia"><img src="https://avatars.githubusercontent.com/u/13282807?v=4" width="30px" /></a>
 <a href="https://github.com/ulovecode"><img src="https://avatars.githubusercontent.com/u/30142181?v=4" width="30px" /></a>
+<a href="https://github.com/uncle-cyh"><img src="https://avatars.githubusercontent.com/u/42989534?v=4" width="30px" /></a>
 <a href="https://github.com/unfode"><img src="https://avatars.githubusercontent.com/u/95689995?v=4" width="30px" /></a>
-<a href="https://github.com/virgo-o"><img src="https://avatars.githubusercontent.com/u/138708600?v=4" width="30px" /></a>
 <a href="https://github.com/vladwa"><img src="https://avatars.githubusercontent.com/u/22994848?v=4" width="30px" /></a>
 <a href="https://github.com/vsanna"><img src="https://avatars.githubusercontent.com/u/7834445?v=4" width="30px" /></a>
 <a href="https://github.com/vtereshyn"><img src="https://avatars.githubusercontent.com/u/32247411?v=4" width="30px" /></a>
@@ -633,6 +650,7 @@ Reference to cite when you use Milvus in a research paper:
 <a href="https://github.com/yah01"><img src="https://avatars.githubusercontent.com/u/12216890?v=4" width="30px" /></a>
 <a href="https://github.com/yahorbarkouski"><img src="https://avatars.githubusercontent.com/u/94449298?v=4" width="30px" /></a>
 <a href="https://github.com/yamasite"><img src="https://avatars.githubusercontent.com/u/10089260?v=4" width="30px" /></a>
+<a href="https://github.com/yanbinyang"><img src="https://avatars.githubusercontent.com/u/2880762?v=4" width="30px" /></a>
 <a href="https://github.com/yanliang567"><img src="https://avatars.githubusercontent.com/u/82361606?v=4" width="30px" /></a>
 <a href="https://github.com/yellow-shine"><img src="https://avatars.githubusercontent.com/u/149367927?v=4" width="30px" /></a>
 <a href="https://github.com/yelusion2"><img src="https://avatars.githubusercontent.com/u/97278661?v=4" width="30px" /></a>

README_CN.md

@@ -183,15 +183,17 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 ### All contributors
 
 <br><!-- Do not remove start of hero-bot -->
-<img src="https://img.shields.io/badge/all--contributors-414-orange"><br>
+<img src="https://img.shields.io/badge/all--contributors-432-orange"><br>
 <a href="https://github.com/0xflotus"><img src="https://avatars.githubusercontent.com/u/26602940?v=4" width="30px" /></a>
+<a href="https://github.com/404-P4rziv4L"><img src="https://avatars.githubusercontent.com/u/57059194?v=4" width="30px" /></a>
 <a href="https://github.com/9Eurydice9"><img src="https://avatars.githubusercontent.com/u/220225099?v=4" width="30px" /></a>
 <a href="https://github.com/ABNER-1"><img src="https://avatars.githubusercontent.com/u/24547351?v=4" width="30px" /></a>
-<a href="https://github.com/Abhijnan-Bajpai"><img src="https://avatars.githubusercontent.com/u/57059194?v=4" width="30px" /></a>
 <a href="https://github.com/Accagain2014"><img src="https://avatars.githubusercontent.com/u/9635216?v=4" width="30px" /></a>
+<a href="https://github.com/AgNess-G"><img src="https://avatars.githubusercontent.com/u/79598409?v=4" width="30px" /></a>
 <a href="https://github.com/Ahmetyasin"><img src="https://avatars.githubusercontent.com/u/34247619?v=4" width="30px" /></a>
 <a href="https://github.com/Ald392"><img src="https://avatars.githubusercontent.com/u/166891594?v=4" width="30px" /></a>
 <a href="https://github.com/AliDotS"><img src="https://avatars.githubusercontent.com/u/33119433?v=4" width="30px" /></a>
+<a href="https://github.com/AlintaLu"><img src="https://avatars.githubusercontent.com/u/18751867?v=4" width="30px" /></a>
 <a href="https://github.com/AllenYu1987"><img src="https://avatars.githubusercontent.com/u/12489985?v=4" width="30px" /></a>
 <a href="https://github.com/Anosh21"><img src="https://avatars.githubusercontent.com/u/90505226?v=4" width="30px" /></a>
 <a href="https://github.com/AnthonyTsu1984"><img src="https://avatars.githubusercontent.com/u/115786031?v=4" width="30px" /></a>
@@ -205,10 +207,12 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/BossZou"><img src="https://avatars.githubusercontent.com/u/40255591?v=4" width="30px" /></a>
 <a href="https://github.com/CNLHC"><img src="https://avatars.githubusercontent.com/u/21005146?v=4" width="30px" /></a>
 <a href="https://github.com/CaoHaiNam"><img src="https://avatars.githubusercontent.com/u/47685795?v=4" width="30px" /></a>
+<a href="https://github.com/ChelseyZ"><img src="https://avatars.githubusercontent.com/u/237714727?v=4" width="30px" /></a>
 <a href="https://github.com/Chisdo"><img src="https://avatars.githubusercontent.com/u/36720318?v=4" width="30px" /></a>
 <a href="https://github.com/ChunelFeng"><img src="https://avatars.githubusercontent.com/u/37905059?v=4" width="30px" /></a>
 <a href="https://github.com/CocytusElias"><img src="https://avatars.githubusercontent.com/u/79587688?v=4" width="30px" /></a>
 <a href="https://github.com/CodeInDreams"><img src="https://avatars.githubusercontent.com/u/17664279?v=4" width="30px" /></a>
+<a href="https://github.com/Cplus-plus"><img src="https://avatars.githubusercontent.com/u/57971497?v=4" width="30px" /></a>
 <a href="https://github.com/CsterKuroi"><img src="https://avatars.githubusercontent.com/u/12230174?v=4" width="30px" /></a>
 <a href="https://github.com/Cupchen"><img src="https://avatars.githubusercontent.com/u/34762375?v=4" width="30px" /></a>
 <a href="https://github.com/DLT1412"><img src="https://avatars.githubusercontent.com/u/8294986?v=4" width="30px" /></a>
@@ -218,9 +222,11 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/DiptoChakrabarty"><img src="https://avatars.githubusercontent.com/u/45638240?v=4" width="30px" /></a>
 <a href="https://github.com/EricStarer"><img src="https://avatars.githubusercontent.com/u/34002927?v=4" width="30px" /></a>
 <a href="https://github.com/Erzangel"><img src="https://avatars.githubusercontent.com/u/57399897?v=4" width="30px" /></a>
+<a href="https://github.com/FeilongHou"><img src="https://avatars.githubusercontent.com/u/77430856?v=4" width="30px" /></a>
 <a href="https://github.com/Fierralin"><img src="https://avatars.githubusercontent.com/u/8857059?v=4" width="30px" /></a>
 <a href="https://github.com/FluorineDog"><img src="https://avatars.githubusercontent.com/u/15663612?v=4" width="30px" /></a>
 <a href="https://github.com/Gofastasf"><img src="https://avatars.githubusercontent.com/u/159963288?v=4" width="30px" /></a>
+<a href="https://github.com/Goodnight77"><img src="https://avatars.githubusercontent.com/u/117648012?v=4" width="30px" /></a>
 <a href="https://github.com/Gracieeea"><img src="https://avatars.githubusercontent.com/u/50101579?v=4" width="30px" /></a>
 <a href="https://github.com/GuanyunFeng"><img src="https://avatars.githubusercontent.com/u/40229765?v=4" width="30px" /></a>
 <a href="https://github.com/GuoRentong"><img src="https://avatars.githubusercontent.com/u/57477222?v=4" width="30px" /></a>
@@ -238,6 +244,7 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/Janglearnstocode"><img src="https://avatars.githubusercontent.com/u/204587742?v=4" width="30px" /></a>
 <a href="https://github.com/Javajava1"><img src="https://avatars.githubusercontent.com/u/29594737?v=4" width="30px" /></a>
 <a href="https://github.com/Jeri-jose"><img src="https://avatars.githubusercontent.com/u/72429659?v=4" width="30px" /></a>
+<a href="https://github.com/JianPeng20"><img src="https://avatars.githubusercontent.com/u/14035577?v=4" width="30px" /></a>
 <a href="https://github.com/JinHai-CN"><img src="https://avatars.githubusercontent.com/u/33142505?v=4" width="30px" /></a>
 <a href="https://github.com/JsDove"><img src="https://avatars.githubusercontent.com/u/35839735?v=4" width="30px" /></a>
 <a href="https://github.com/Juneezee"><img src="https://avatars.githubusercontent.com/u/20135478?v=4" width="30px" /></a>
@@ -259,7 +266,6 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/PahudPlus"><img src="https://avatars.githubusercontent.com/u/64403786?v=4" width="30px" /></a>
 <a href="https://github.com/PiercarloSlavazza"><img src="https://avatars.githubusercontent.com/u/3389306?v=4" width="30px" /></a>
 <a href="https://github.com/PowderLi"><img src="https://avatars.githubusercontent.com/u/135960789?v=4" width="30px" /></a>
-<a href="https://github.com/PwzXxm"><img src="https://avatars.githubusercontent.com/u/6563846?v=4" width="30px" /></a>
 <a href="https://github.com/QipengZhou"><img src="https://avatars.githubusercontent.com/u/5410298?v=4" width="30px" /></a>
 <a href="https://github.com/RangerCD"><img src="https://avatars.githubusercontent.com/u/6872198?v=4" width="30px" /></a>
 <a href="https://github.com/Raysilience"><img src="https://avatars.githubusercontent.com/u/45241093?v=4" width="30px" /></a>
@@ -287,11 +293,13 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/Writer-X"><img src="https://avatars.githubusercontent.com/u/80471801?v=4" width="30px" /></a>
 <a href="https://github.com/Writtic"><img src="https://avatars.githubusercontent.com/u/11371498?v=4" width="30px" /></a>
 <a href="https://github.com/Wuzhengda55"><img src="https://avatars.githubusercontent.com/u/47274057?v=4" width="30px" /></a>
+<a href="https://github.com/XTxxxx"><img src="https://avatars.githubusercontent.com/u/113696527?v=4" width="30px" /></a>
 <a href="https://github.com/Xieql"><img src="https://avatars.githubusercontent.com/u/45359033?v=4" width="30px" /></a>
 <a href="https://github.com/XuPeng-SH"><img src="https://avatars.githubusercontent.com/u/39627130?v=4" width="30px" /></a>
 <a href="https://github.com/XuanYang-cn"><img src="https://avatars.githubusercontent.com/u/51370125?v=4" width="30px" /></a>
 <a href="https://github.com/YannFollet"><img src="https://avatars.githubusercontent.com/u/131855179?v=4" width="30px" /></a>
 <a href="https://github.com/YidaHu"><img src="https://avatars.githubusercontent.com/u/13404367?v=4" width="30px" /></a>
+<a href="https://github.com/Yinwei-Yu"><img src="https://avatars.githubusercontent.com/u/150327960?v=4" width="30px" /></a>
 <a href="https://github.com/YiyunNi"><img src="https://avatars.githubusercontent.com/u/74396087?v=4" width="30px" /></a>
 <a href="https://github.com/Yougigun"><img src="https://avatars.githubusercontent.com/u/9638997?v=4" width="30px" /></a>
 <a href="https://github.com/Yukikaze-CZR"><img src="https://avatars.githubusercontent.com/u/48198922?v=4" width="30px" /></a>
@@ -303,6 +311,7 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/alexanderguzhva"><img src="https://avatars.githubusercontent.com/u/10901481?v=4" width="30px" /></a>
 <a href="https://github.com/alwayslove2013"><img src="https://avatars.githubusercontent.com/u/22510720?v=4" width="30px" /></a>
 <a href="https://github.com/anchun"><img src="https://avatars.githubusercontent.com/u/2356895?v=4" width="30px" /></a>
+<a href="https://github.com/andrii-shchur"><img src="https://avatars.githubusercontent.com/u/33606307?v=4" width="30px" /></a>
 <a href="https://github.com/any35"><img src="https://avatars.githubusercontent.com/u/2082210?v=4" width="30px" /></a>
 <a href="https://github.com/aoiasd"><img src="https://avatars.githubusercontent.com/u/45024769?v=4" width="30px" /></a>
 <a href="https://github.com/arijit-chowdhury-genea"><img src="https://avatars.githubusercontent.com/u/104769013?v=4" width="30px" /></a>
@@ -365,6 +374,7 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/elfisworking"><img src="https://avatars.githubusercontent.com/u/37609214?v=4" width="30px" /></a>
 <a href="https://github.com/eli-b"><img src="https://avatars.githubusercontent.com/u/834999?v=4" width="30px" /></a>
 <a href="https://github.com/elstic"><img src="https://avatars.githubusercontent.com/u/48523564?v=4" width="30px" /></a>
+<a href="https://github.com/eltociear"><img src="https://avatars.githubusercontent.com/u/22633385?v=4" width="30px" /></a>
 <a href="https://github.com/emmanuel-ferdman"><img src="https://avatars.githubusercontent.com/u/35470921?v=4" width="30px" /></a>
 <a href="https://github.com/eolivelli"><img src="https://avatars.githubusercontent.com/u/9469110?v=4" width="30px" /></a>
 <a href="https://github.com/erdustiggen"><img src="https://avatars.githubusercontent.com/u/25433850?v=4" width="30px" /></a>
@@ -390,7 +400,6 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/guoxiangzhou"><img src="https://avatars.githubusercontent.com/u/52496626?v=4" width="30px" /></a>
 <a href="https://github.com/hadim"><img src="https://avatars.githubusercontent.com/u/528003?v=4" width="30px" /></a>
 <a href="https://github.com/haorenfsa"><img src="https://avatars.githubusercontent.com/u/15938850?v=4" width="30px" /></a>
-<a href="https://github.com/hckex"><img src="https://avatars.githubusercontent.com/u/33862757?v=4" width="30px" /></a>
 <a href="https://github.com/hedane"><img src="https://avatars.githubusercontent.com/u/12457872?v=4" width="30px" /></a>
 <a href="https://github.com/henryoswald"><img src="https://avatars.githubusercontent.com/u/343366?v=4" width="30px" /></a>
 <a href="https://github.com/hishope"><img src="https://avatars.githubusercontent.com/u/153272819?v=4" width="30px" /></a>
@@ -407,12 +416,15 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/jeffoverflow"><img src="https://avatars.githubusercontent.com/u/24581746?v=4" width="30px" /></a>
 <a href="https://github.com/jenkoon"><img src="https://avatars.githubusercontent.com/u/27683687?v=4" width="30px" /></a>
 <a href="https://github.com/jennyli-z"><img src="https://avatars.githubusercontent.com/u/93511422?v=4" width="30px" /></a>
+<a href="https://github.com/jfwm2"><img src="https://avatars.githubusercontent.com/u/16882135?v=4" width="30px" /></a>
 <a href="https://github.com/jhonroxton"><img src="https://avatars.githubusercontent.com/u/105436184?v=4" width="30px" /></a>
 <a href="https://github.com/jiangke-sr"><img src="https://avatars.githubusercontent.com/u/68629395?v=4" width="30px" /></a>
 <a href="https://github.com/jiangyinzuo"><img src="https://avatars.githubusercontent.com/u/40995042?v=4" width="30px" /></a>
 <a href="https://github.com/jiaoew1991"><img src="https://avatars.githubusercontent.com/u/2297455?v=4" width="30px" /></a>
+<a href="https://github.com/jiaqizho"><img src="https://avatars.githubusercontent.com/u/8388185?v=4" width="30px" /></a>
 <a href="https://github.com/jielinxu"><img src="https://avatars.githubusercontent.com/u/52057195?v=4" width="30px" /></a>
 <a href="https://github.com/jingkl"><img src="https://avatars.githubusercontent.com/u/34296482?v=4" width="30px" /></a>
+<a href="https://github.com/jjaikumar-xyla"><img src="https://avatars.githubusercontent.com/u/144144634?v=4" width="30px" /></a>
 <a href="https://github.com/jjyaoao"><img src="https://avatars.githubusercontent.com/u/88936287?v=4" width="30px" /></a>
 <a href="https://github.com/jkx8fc"><img src="https://avatars.githubusercontent.com/u/31717785?v=4" width="30px" /></a>
 <a href="https://github.com/joeyjooste"><img src="https://avatars.githubusercontent.com/u/72280325?v=4" width="30px" /></a>
@@ -420,6 +432,7 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/jperez999"><img src="https://avatars.githubusercontent.com/u/37191411?v=4" width="30px" /></a>
 <a href="https://github.com/juliens"><img src="https://avatars.githubusercontent.com/u/195661?v=4" width="30px" /></a>
 <a href="https://github.com/junjiejiangjjj"><img src="https://avatars.githubusercontent.com/u/14136703?v=4" width="30px" /></a>
+<a href="https://github.com/jvirgovic"><img src="https://avatars.githubusercontent.com/u/138708600?v=4" width="30px" /></a>
 <a href="https://github.com/jyc4617"><img src="https://avatars.githubusercontent.com/u/3044583?v=4" width="30px" /></a>
 <a href="https://github.com/kartikcho"><img src="https://avatars.githubusercontent.com/u/48270786?v=4" width="30px" /></a>
 <a href="https://github.com/kateshaowanjou"><img src="https://avatars.githubusercontent.com/u/58837504?v=4" width="30px" /></a>
@@ -427,6 +440,7 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/laipz8200"><img src="https://avatars.githubusercontent.com/u/16485841?v=4" width="30px" /></a>
 <a href="https://github.com/laurazhao0611"><img src="https://avatars.githubusercontent.com/u/192320184?v=4" width="30px" /></a>
 <a href="https://github.com/lee-eve"><img src="https://avatars.githubusercontent.com/u/9720105?v=4" width="30px" /></a>
+<a href="https://github.com/lee-taejun"><img src="https://avatars.githubusercontent.com/u/33862757?v=4" width="30px" /></a>
 <a href="https://github.com/lentitude2tk"><img src="https://avatars.githubusercontent.com/u/108672767?v=4" width="30px" /></a>
 <a href="https://github.com/leonardokidd"><img src="https://avatars.githubusercontent.com/u/14940941?v=4" width="30px" /></a>
 <a href="https://github.com/letian-jiang"><img src="https://avatars.githubusercontent.com/u/16740944?v=4" width="30px" /></a>
@@ -436,6 +450,7 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/liliu-z"><img src="https://avatars.githubusercontent.com/u/105927039?v=4" width="30px" /></a>
 <a href="https://github.com/linhgao"><img src="https://avatars.githubusercontent.com/u/102851605?v=4" width="30px" /></a>
 <a href="https://github.com/liyun95"><img src="https://avatars.githubusercontent.com/u/105278390?v=4" width="30px" /></a>
+<a href="https://github.com/lmzzzzz1"><img src="https://avatars.githubusercontent.com/u/43360234?v=4" width="30px" /></a>
 <a href="https://github.com/locustbaby"><img src="https://avatars.githubusercontent.com/u/21237232?v=4" width="30px" /></a>
 <a href="https://github.com/loguo"><img src="https://avatars.githubusercontent.com/u/15364733?v=4" width="30px" /></a>
 <a href="https://github.com/longjiquan"><img src="https://avatars.githubusercontent.com/u/31589260?v=4" width="30px" /></a>
@@ -444,6 +459,7 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/lwglgy"><img src="https://avatars.githubusercontent.com/u/26682620?v=4" width="30px" /></a>
 <a href="https://github.com/madogar"><img src="https://avatars.githubusercontent.com/u/36537062?v=4" width="30px" /></a>
 <a href="https://github.com/maksspace"><img src="https://avatars.githubusercontent.com/u/9841409?v=4" width="30px" /></a>
+<a href="https://github.com/marcelo-cjl"><img src="https://avatars.githubusercontent.com/u/222351274?v=4" width="30px" /></a>
 <a href="https://github.com/matchyc"><img src="https://avatars.githubusercontent.com/u/57976772?v=4" width="30px" /></a>
 <a href="https://github.com/matrixji"><img src="https://avatars.githubusercontent.com/u/183388?v=4" width="30px" /></a>
 <a href="https://github.com/mausch"><img src="https://avatars.githubusercontent.com/u/95194?v=4" width="30px" /></a>
@@ -466,13 +482,11 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/op-hunter"><img src="https://avatars.githubusercontent.com/u/5617677?v=4" width="30px" /></a>
 <a href="https://github.com/ownbylichaobao"><img src="https://avatars.githubusercontent.com/u/37684963?v=4" width="30px" /></a>
 <a href="https://github.com/panjf2000"><img src="https://avatars.githubusercontent.com/u/7496278?v=4" width="30px" /></a>
-<a href="https://github.com/pengjeck"><img src="https://avatars.githubusercontent.com/u/14035577?v=4" width="30px" /></a>
 <a href="https://github.com/phantom8548"><img src="https://avatars.githubusercontent.com/u/11576622?v=4" width="30px" /></a>
 <a href="https://github.com/pingliu"><img src="https://avatars.githubusercontent.com/u/6415493?v=4" width="30px" /></a>
 <a href="https://github.com/pj1987111"><img src="https://avatars.githubusercontent.com/u/6268414?v=4" width="30px" /></a>
 <a href="https://github.com/ponponon"><img src="https://avatars.githubusercontent.com/u/38725104?v=4" width="30px" /></a>
 <a href="https://github.com/preetham"><img src="https://avatars.githubusercontent.com/u/9149028?v=4" width="30px" /></a>
-<a href="https://github.com/presburger"><img src="https://avatars.githubusercontent.com/u/49336176?v=4" width="30px" /></a>
 <a href="https://github.com/proost"><img src="https://avatars.githubusercontent.com/u/34047134?v=4" width="30px" /></a>
 <a href="https://github.com/psc0606"><img src="https://avatars.githubusercontent.com/u/7888889?v=4" width="30px" /></a>
 <a href="https://github.com/punkerpunker"><img src="https://avatars.githubusercontent.com/u/54440025?v=4" width="30px" /></a>
@@ -486,6 +500,7 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/sageanya"><img src="https://avatars.githubusercontent.com/u/37909674?v=4" width="30px" /></a>
 <a href="https://github.com/saisona"><img src="https://avatars.githubusercontent.com/u/10884762?v=4" width="30px" /></a>
 <a href="https://github.com/saivarunk"><img src="https://avatars.githubusercontent.com/u/2976867?v=4" width="30px" /></a>
+<a href="https://github.com/sangheee"><img src="https://avatars.githubusercontent.com/u/29528531?v=4" width="30px" /></a>
 <a href="https://github.com/sarah-inkeep"><img src="https://avatars.githubusercontent.com/u/129242944?v=4" width="30px" /></a>
 <a href="https://github.com/scipe"><img src="https://avatars.githubusercontent.com/u/3996622?v=4" width="30px" /></a>
 <a href="https://github.com/scsven"><img src="https://avatars.githubusercontent.com/u/100122127?v=4" width="30px" /></a>
@@ -505,6 +520,7 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/siriusctrl"><img src="https://avatars.githubusercontent.com/u/26541600?v=4" width="30px" /></a>
 <a href="https://github.com/slobentanzer"><img src="https://avatars.githubusercontent.com/u/13223629?v=4" width="30px" /></a>
 <a href="https://github.com/smackfu"><img src="https://avatars.githubusercontent.com/u/1723952?v=4" width="30px" /></a>
+<a href="https://github.com/smdsbz"><img src="https://avatars.githubusercontent.com/u/19503270?v=4" width="30px" /></a>
 <a href="https://github.com/smellthemoon"><img src="https://avatars.githubusercontent.com/u/64083300?v=4" width="30px" /></a>
 <a href="https://github.com/snyk-bot"><img src="https://avatars.githubusercontent.com/u/19733683?v=4" width="30px" /></a>
 <a href="https://github.com/songxianj"><img src="https://avatars.githubusercontent.com/u/107831450?v=4" width="30px" /></a>
@@ -535,10 +551,11 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/tinswzy"><img src="https://avatars.githubusercontent.com/u/30112657?v=4" width="30px" /></a>
 <a href="https://github.com/topikachu"><img src="https://avatars.githubusercontent.com/u/1520380?v=4" width="30px" /></a>
 <a href="https://github.com/trovwu"><img src="https://avatars.githubusercontent.com/u/89676996?v=4" width="30px" /></a>
+<a href="https://github.com/tsonglew"><img src="https://avatars.githubusercontent.com/u/14333766?v=4" width="30px" /></a>
 <a href="https://github.com/tuwchia"><img src="https://avatars.githubusercontent.com/u/13282807?v=4" width="30px" /></a>
 <a href="https://github.com/ulovecode"><img src="https://avatars.githubusercontent.com/u/30142181?v=4" width="30px" /></a>
+<a href="https://github.com/uncle-cyh"><img src="https://avatars.githubusercontent.com/u/42989534?v=4" width="30px" /></a>
 <a href="https://github.com/unfode"><img src="https://avatars.githubusercontent.com/u/95689995?v=4" width="30px" /></a>
-<a href="https://github.com/virgo-o"><img src="https://avatars.githubusercontent.com/u/138708600?v=4" width="30px" /></a>
 <a href="https://github.com/vladwa"><img src="https://avatars.githubusercontent.com/u/22994848?v=4" width="30px" /></a>
 <a href="https://github.com/vsanna"><img src="https://avatars.githubusercontent.com/u/7834445?v=4" width="30px" /></a>
 <a href="https://github.com/vtereshyn"><img src="https://avatars.githubusercontent.com/u/32247411?v=4" width="30px" /></a>
@@ -570,6 +587,7 @@ Milvus [训练营](https://github.com/milvus-io/bootcamp)能够帮助你了解
 <a href="https://github.com/yah01"><img src="https://avatars.githubusercontent.com/u/12216890?v=4" width="30px" /></a>
 <a href="https://github.com/yahorbarkouski"><img src="https://avatars.githubusercontent.com/u/94449298?v=4" width="30px" /></a>
 <a href="https://github.com/yamasite"><img src="https://avatars.githubusercontent.com/u/10089260?v=4" width="30px" /></a>
+<a href="https://github.com/yanbinyang"><img src="https://avatars.githubusercontent.com/u/2880762?v=4" width="30px" /></a>
 <a href="https://github.com/yanliang567"><img src="https://avatars.githubusercontent.com/u/82361606?v=4" width="30px" /></a>
 <a href="https://github.com/yellow-shine"><img src="https://avatars.githubusercontent.com/u/149367927?v=4" width="30px" /></a>
 <a href="https://github.com/yelusion2"><img src="https://avatars.githubusercontent.com/u/97278661?v=4" width="30px" /></a>

build/ci/jenkins/DeployTest.groovy

@@ -186,10 +186,10 @@ pipeline {
                             sh "helm repo update"
                             if ("${params.deploy_task}" == "upgrade"){
                                 if ("${params.milvus_mode}" == "standalone") {
-                                    sh "helm install --wait --timeout 720s ${env.RELEASE_NAME} milvus/milvus  --set image.all.repository=${old_image_repository_modified} --set image.all.tag=${old_image_tag_modified} --set etcd.image.repository=bitnami/etcd --set etcd.image.tag=3.5.0-debian-10-r24 -f standalone-values.yaml;"    
+                                    sh "helm install --wait --timeout 720s ${env.RELEASE_NAME} milvus/milvus  --set image.all.repository=${old_image_repository_modified} --set image.all.tag=${old_image_tag_modified} --set etcd.image.repository=milvusdb/etcd --set etcd.image.tag=3.5.5-r2 -f standalone-values.yaml;"    
                                 }
                                 if ("${params.milvus_mode}" == "cluster") {
-                                    sh "helm install --wait --timeout 720s ${env.RELEASE_NAME} milvus/milvus  --set image.all.repository=${old_image_repository_modified} --set image.all.tag=${old_image_tag_modified} --set etcd.image.repository=bitnami/etcd --set etcd.image.tag=3.5.0-debian-10-r24 -f cluster-values.yaml;"    
+                                    sh "helm install --wait --timeout 720s ${env.RELEASE_NAME} milvus/milvus  --set image.all.repository=${old_image_repository_modified} --set image.all.tag=${old_image_tag_modified} --set etcd.image.repository=milvusdb/etcd --set etcd.image.tag=3.5.5-r2 -f cluster-values.yaml;"    
                                 }
                             }
 

build/deb/debian/control

@@ -8,7 +8,7 @@ Homepage: https://github.com/milvus-io/milvus
 
 Package: milvus
 Architecture: any-amd64
-Depends: ${shlibs:Depends}, ${misc:Depends}
+Depends: ${shlibs:Depends}, ${misc:Depends}, tzdata
 Description: An open-source vector dstabase for unstructured data.
   Milvus was created in 2019 with a singular goal: store, index, and manage massive embedding vectors generated by deep neural networks and other machine learning (ML) models.
 

build/docker/builder/cpu/amazonlinux2023/Dockerfile

@@ -15,14 +15,14 @@ ARG TARGETARCH
 
 RUN dnf install -y wget g++ gcc gdb libatomic libstdc++-static ninja-build git make zip unzip tar which \
     autoconf automake python3 python3-pip perl-FindBin texinfo \
-    pkg-config libuuid-devel libaio perl-IPC-Cmd libasan openblas-devel && \
+    pkg-config libuuid-devel libaio perl-IPC-Cmd libasan openblas-devel tzdata && \
     rm -rf /var/cache/yum/*
 
 ENV GOPATH /go
 ENV GOROOT /usr/local/go
 ENV GO111MODULE on
 ENV PATH $GOPATH/bin:$GOROOT/bin:$PATH
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.4.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.11.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
     mkdir -p "$GOPATH/src" "$GOPATH/bin" && \
     go clean --modcache && \
     chmod -R 777 "$GOPATH" && chmod -R a+w $(go env GOTOOLDIR)

build/docker/builder/cpu/rockylinux8/Dockerfile

@@ -17,7 +17,7 @@ ARG TARGETARCH
 
 RUN dnf install -y make cmake automake gcc gcc-c++ curl zip unzip tar git which \
     libaio libuuid-devel wget python3 python3-pip \
-    pkg-config perl-IPC-Cmd perl-Digest-SHA libatomic libtool
+    pkg-config perl-IPC-Cmd perl-Digest-SHA libatomic libtool tzdata
 
 # install openblas-devel texinfo ninja
 RUN dnf -y update && \
@@ -27,7 +27,7 @@ RUN dnf -y update && \
 
 
 RUN pip3 install conan==1.64.1
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.4.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go 
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.11.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go 
 RUN curl https://sh.rustup.rs -sSf | \
     sh -s -- --default-toolchain=1.89 -y
 

build/docker/builder/cpu/ubuntu20.04/Dockerfile

@@ -17,6 +17,9 @@ RUN apt-get update && apt-get install -y --no-install-recommends wget curl ca-ce
     g++ gcc gdb gdbserver ninja-build git make ccache libssl-dev zlib1g-dev zip unzip \
     clang-format-12 clang-tidy-12 lcov libtool m4 autoconf automake python3 python3-pip \
     pkg-config uuid-dev libaio-dev libopenblas-dev && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends tzdata && \
+        ln -sf /usr/share/zoneinfo/Etc/UTC /etc/localtime && \
+        echo "Etc/UTC" > /etc/timezone && \
     apt-get remove --purge -y && \
     rm -rf /var/lib/apt/lists/*
 
@@ -30,7 +33,7 @@ ENV GOPATH /go
 ENV GOROOT /usr/local/go
 ENV GO111MODULE on
 ENV PATH $GOPATH/bin:$GOROOT/bin:$PATH
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.4.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.11.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
     mkdir -p "$GOPATH/src" "$GOPATH/bin" && \
     go clean --modcache && \
     chmod -R 777 "$GOPATH" && chmod -R a+w $(go env GOTOOLDIR)

build/docker/builder/cpu/ubuntu22.04/Dockerfile

@@ -17,6 +17,9 @@ RUN apt-get update && apt-get install -y --no-install-recommends wget curl ca-ce
     g++ gcc gdb gdbserver ninja-build git make ccache libssl-dev zlib1g-dev zip unzip \
     clang-format-12 clang-tidy-12 lcov libtool m4 autoconf automake python3 python3-pip \
     pkg-config uuid-dev libaio-dev libopenblas-dev && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends tzdata && \
+        ln -sf /usr/share/zoneinfo/Etc/UTC /etc/localtime && \
+        echo "Etc/UTC" > /etc/timezone && \
     apt-get remove --purge -y && \
     rm -rf /var/lib/apt/lists/*
 
@@ -36,7 +39,7 @@ ENV GOPATH /go
 ENV GOROOT /usr/local/go
 ENV GO111MODULE on
 ENV PATH $GOPATH/bin:$GOROOT/bin:$PATH
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.4.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.11.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
     mkdir -p "$GOPATH/src" "$GOPATH/bin" && \
     go clean --modcache && \
     chmod -R 777 "$GOPATH" && chmod -R a+w $(go env GOTOOLDIR)

build/docker/builder/gpu/ubuntu20.04/Dockerfile

@@ -19,6 +19,9 @@ RUN apt-get update && apt-get install -y --no-install-recommends wget curl ca-ce
     g++ gcc gfortran git make ccache libssl-dev zlib1g-dev zip unzip \
     clang-format-12 clang-tidy-12 lcov libtool m4 autoconf automake python3 python3-pip \
     pkg-config uuid-dev libaio-dev libgoogle-perftools-dev libopenblas-dev && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends tzdata && \
+        ln -sf /usr/share/zoneinfo/Etc/UTC /etc/localtime && \
+        echo "Etc/UTC" > /etc/timezone && \
     apt-get remove --purge -y && \
     rm -rf /var/lib/apt/lists/*
 
@@ -41,7 +44,7 @@ ENV GOPATH /go
 ENV GOROOT /usr/local/go
 ENV GO111MODULE on
 ENV PATH $GOPATH/bin:$GOROOT/bin:$PATH
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.4.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.11.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go && \
     mkdir -p "$GOPATH/src" "$GOPATH/bin" && \
     curl -sSfL https://raw.githubusercontent.com/golangci/golangci-lint/master/install.sh | sh -s -- -b ${GOROOT}/bin v1.46.2 && \
     # export GO111MODULE=on && go get github.com/quasilyte/go-ruleguard/cmd/ruleguard@v0.2.1 && \

build/docker/builder/gpu/ubuntu22.04/Dockerfile

@@ -8,12 +8,15 @@ RUN apt-get update && apt-get install -y --no-install-recommends wget curl ca-ce
     g++ gcc gfortran git make ccache libssl-dev zlib1g-dev zip unzip \
     clang-format-12 clang-tidy-12  lcov libtool m4 autoconf automake python3 python3-pip \
     pkg-config uuid-dev libaio-dev libgoogle-perftools-dev libopenblas-dev && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends tzdata && \
+        ln -sf /usr/share/zoneinfo/Etc/UTC /etc/localtime && \
+        echo "Etc/UTC" > /etc/timezone && \
     apt-get remove --purge -y && \
     rm -rf /var/lib/apt/lists/*
 
 
 # Install go
-RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.4.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go
+RUN mkdir -p /usr/local/go && wget -qO- "https://go.dev/dl/go1.24.11.linux-$TARGETARCH.tar.gz" | tar --strip-components=1 -xz -C /usr/local/go
 # Install conan
 RUN pip3 install conan==1.64.1
 # Install rust

build/docker/milvus/amazonlinux2023/Dockerfile

@@ -14,7 +14,7 @@ FROM amazonlinux:2023
 ARG TARGETARCH
 ARG MILVUS_ASAN_LIB
 
-RUN yum install -y wget libgomp libaio libatomic openblas-devel gcc gcc-c++ && \
+RUN yum install -y wget libgomp libaio libatomic openblas-devel tzdata && \
     rm -rf /var/cache/yum/*
 
 # Add Tini
@@ -34,6 +34,12 @@ ENV LD_LIBRARY_PATH=/milvus/lib:$LD_LIBRARY_PATH:/usr/lib
 ENV LD_PRELOAD=${MILVUS_ASAN_LIB}:/milvus/lib/libjemalloc.so
 ENV MALLOC_CONF=background_thread:true
 
+# Change user to milvus
+RUN groupadd -r milvus && useradd -r -g milvus milvus && \
+    mkdir -p /var/lib/milvus && \
+    chown -R milvus:milvus /milvus /var/lib/milvus
+USER milvus:milvus
+
 ENTRYPOINT ["/tini", "--"]
 
 WORKDIR /milvus

build/docker/milvus/gpu/ubuntu20.04/Dockerfile

@@ -24,3 +24,9 @@ ENV PATH=/milvus/bin:$PATH
 ENV LD_LIBRARY_PATH=/milvus/lib:$LD_LIBRARY_PATH:/usr/lib
 ENV LD_PRELOAD=/milvus/lib/libjemalloc.so
 ENV MALLOC_CONF=background_thread:true
+
+# Change user to milvus
+RUN groupadd -r milvus && useradd -r -g milvus milvus && \
+    mkdir -p /var/lib/milvus && \
+    chown -R milvus:milvus /milvus /var/lib/milvus
+USER milvus:milvus

build/docker/milvus/gpu/ubuntu20.04/Dockerfile.base

@@ -21,6 +21,9 @@ ENV TZ=UTC
 
 RUN apt-get update && \
     apt-get install -y --no-install-recommends curl libtbb-dev gfortran netcat iputils-ping ca-certificates liblapack3 libzstd-dev uuid-dev libaio-dev libboost-program-options-dev libboost-filesystem-dev && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends tzdata && \
+        ln -sf /usr/share/zoneinfo/Etc/UTC /etc/localtime && \
+        echo "Etc/UTC" > /etc/timezone && \
     apt-get remove --purge -y && \
     rm -rf /var/lib/apt/lists/*
 

build/docker/milvus/gpu/ubuntu22.04/Dockerfile

@@ -8,6 +8,9 @@ RUN apt-get update && \
     sed -i 's/http:/https:/g' /etc/apt/sources.list && \
     apt-get update && \
     apt-get install -y --no-install-recommends curl libaio-dev libgomp1 libopenblas-dev && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends tzdata && \
+        ln -sf /usr/share/zoneinfo/Etc/UTC /etc/localtime && \
+        echo "Etc/UTC" > /etc/timezone && \
     apt-get remove --purge -y && \
     rm -rf /var/lib/apt/lists/*
 
@@ -25,6 +28,12 @@ ENV LD_LIBRARY_PATH=/milvus/lib:$LD_LIBRARY_PATH:/usr/lib
 ENV LD_PRELOAD=/milvus/lib/libjemalloc.so
 ENV MALLOC_CONF=background_thread:true
 
+# Change user to milvus
+RUN groupadd -r milvus && useradd -r -g milvus milvus && \
+    mkdir -p /var/lib/milvus && \
+    chown -R milvus:milvus /milvus /var/lib/milvus
+USER milvus:milvus
+
 ENTRYPOINT ["/tini", "--"]
 
 WORKDIR /milvus

build/docker/milvus/rockylinux8/Dockerfile

@@ -15,7 +15,7 @@ FROM rockylinux/rockylinux:8
 ARG TARGETARCH
 ARG MILVUS_ASAN_LIB
 
-RUN dnf install -y wget libgomp libaio libatomic gcc gcc-c++
+RUN dnf install -y wget libgomp libaio libatomic tzdata
 
 # install openblas-devel
 RUN dnf -y install dnf-plugins-core && \
@@ -38,6 +38,12 @@ ENV LD_LIBRARY_PATH=/milvus/lib:$LD_LIBRARY_PATH:/usr/lib
 ENV LD_PRELOAD=${MILVUS_ASAN_LIB}:/milvus/lib/libjemalloc.so
 ENV MALLOC_CONF=background_thread:true
 
+# Change user to milvus
+RUN groupadd -r milvus && useradd -r -g milvus milvus && \
+    mkdir -p /var/lib/milvus && \
+    chown -R milvus:milvus /milvus /var/lib/milvus
+USER milvus:milvus
+
 ENTRYPOINT ["/tini", "--"]
 
 WORKDIR /milvus

build/docker/milvus/ubuntu20.04/Dockerfile

@@ -19,7 +19,10 @@ RUN apt-get update && \
     apt-get install -y --no-install-recommends ca-certificates && \
     sed -i 's/http:/https:/g' /etc/apt/sources.list && \
     apt-get update && \
-    apt-get install -y --no-install-recommends curl libaio-dev libgomp1 libopenblas-dev gcc g++ && \
+    apt-get install -y --no-install-recommends curl libaio-dev libgomp1 libopenblas-dev && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends tzdata && \
+        ln -sf /usr/share/zoneinfo/Etc/UTC /etc/localtime && \
+        echo "Etc/UTC" > /etc/timezone && \
     apt-get remove --purge -y && \
     rm -rf /var/lib/apt/lists/*
 
@@ -39,6 +42,12 @@ ENV LD_LIBRARY_PATH=/milvus/lib:$LD_LIBRARY_PATH:/usr/lib
 ENV LD_PRELOAD=${MILVUS_ASAN_LIB}:/milvus/lib/libjemalloc.so
 ENV MALLOC_CONF=background_thread:true
 
+# Change user to milvus
+RUN groupadd -r milvus && useradd -r -g milvus milvus && \
+    mkdir -p /var/lib/milvus && \
+    chown -R milvus:milvus /milvus /var/lib/milvus
+USER milvus:milvus
+
 ENTRYPOINT ["/tini", "--"]
 
 WORKDIR /milvus/

build/docker/milvus/ubuntu22.04/Dockerfile

@@ -19,7 +19,10 @@ RUN apt-get update && \
     apt-get install -y --no-install-recommends ca-certificates && \
     sed -i 's/http:/https:/g' /etc/apt/sources.list && \
     apt-get update && \
-    apt-get install -y --no-install-recommends curl libaio-dev libgomp1 libopenblas-dev gcc g++ && \
+    apt-get install -y --no-install-recommends curl libaio-dev libgomp1 libopenblas-dev && \
+    DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends tzdata && \
+        ln -sf /usr/share/zoneinfo/Etc/UTC /etc/localtime && \
+        echo "Etc/UTC" > /etc/timezone && \
     apt-get remove --purge -y && \
     rm -rf /var/lib/apt/lists/*
 
@@ -39,6 +42,14 @@ ENV LD_LIBRARY_PATH=/milvus/lib:$LD_LIBRARY_PATH:/usr/lib
 ENV LD_PRELOAD=${MILVUS_ASAN_LIB}:/milvus/lib/libjemalloc.so
 ENV MALLOC_CONF=background_thread:true
 
+# Change user to milvus
+ENV ASAN_OPTIONS=detect_leaks=0
+RUN groupadd -r milvus && useradd -r -g milvus milvus && \
+    mkdir -p /var/lib/milvus && \
+    chown -R milvus:milvus /milvus /var/lib/milvus
+ENV ASAN_OPTIONS=detect_leaks=1
+USER milvus:milvus
+
 ENTRYPOINT ["/tini", "--"]
 
 WORKDIR /milvus/

build/rpm/milvus.spec

@@ -11,7 +11,7 @@ Version:          %{version}
 Release:          %{release}
 Summary:          Milvus V2 RPM
 License:          Apache License 2.0
-Requires(preun):  libstdc++ libgomp tbb-devel
+Requires(preun):  libstdc++ libgomp tbb-devel tzdata
 # tbb-devel actually provides it, but not defined
 Provides:         libtbb.so()(64bit)
 BuildArch:        x86_64

ci/jenkins/Nightly.groovy

@@ -1,5 +1,7 @@
 #!/usr/bin/env groovy
 
+// DEPRECATED: This job is deprecated, it is replaced by nightly2 job
+
 // When scheduling a job that gets automatically triggered by changes,
 // you need to include a [cronjob] tag within the commit message.
 String cron_timezone = 'TZ=Asia/Shanghai'

ci/jenkins/Nightly2.groovy

@@ -8,7 +8,7 @@ String cron_string = BRANCH_NAME == 'master' ? '50 4 * * * ' : ''
 // Make timeout 4 hours so that we can run two nightly during the ci
 int total_timeout_minutes = 7 * 60
 
-def milvus_helm_chart_version = '5.0.0'
+def milvus_helm_chart_version = '5.0.6'
 
 pipeline {
     triggers {

ci/jenkins/PR-Arm.groovy

@@ -4,7 +4,7 @@ int total_timeout_minutes = 60 * 5
 int e2e_timeout_seconds = 120 * 60
 def imageTag=''
 int case_timeout_seconds = 20 * 60
-def chart_version='5.0.0'
+def chart_version='5.0.6'
 pipeline {
     options {
         timestamps()

ci/jenkins/PR-for-go-sdk.groovy

@@ -2,7 +2,7 @@
 
 def pod = libraryResource 'io/milvus/pod/tekton-4am.yaml'
 
-def milvus_helm_chart_version = '5.0.0'
+def milvus_helm_chart_version = '5.0.6'
 
 pipeline {
     options {

ci/jenkins/PR.groovy

@@ -1,7 +1,7 @@
 @Library('jenkins-shared-library@tekton') _
 
 def pod = libraryResource 'io/milvus/pod/tekton-4am.yaml'
-def milvus_helm_chart_version = '5.0.0'
+def milvus_helm_chart_version = '5.0.6'
 
 pipeline {
     options {

ci/jenkins/PRGPU.groovy

@@ -4,7 +4,7 @@ int total_timeout_minutes = 60 * 5
 int e2e_timeout_seconds = 70 * 60
 def imageTag=''
 int case_timeout_seconds = 10 * 60
-def chart_version='5.0.0'
+def chart_version='5.0.6'
 pipeline {
     options {
         timestamps()

ci/jenkins/UT-CPP.groovy

@@ -1,5 +1,7 @@
 @Library('jenkins-shared-library@tekton') _
 
+// DEPRECATED: This job is deprecated, it is replaced by ci-v2/ut-cpp job
+
 def pod = libraryResource 'io/milvus/pod/tekton-4am.yaml'
 def milvus_helm_chart_version = '4.2.56'
 

client/README.md

@@ -10,7 +10,7 @@ Go MilvusClient for [Milvus](https://github.com/milvus-io/milvus). To contribute
 
 ### Prerequisites
 
-Go 1.24.4 or higher
+Go 1.24.11 or higher
 
 ### Install Milvus Go SDK
 

client/column/columns.go

@@ -161,6 +161,18 @@ func parseArrayData(fieldName string, elementType schemapb.DataType, fieldDataLi
 	}
 }
 
+func parseStructArrayData(fieldName string, structArray *schemapb.StructArrayField, begin, end int) (Column, error) {
+	var fields []Column
+	for _, field := range structArray.GetFields() {
+		field, err := FieldDataColumn(field, begin, end)
+		if err != nil {
+			return nil, err
+		}
+		fields = append(fields, field)
+	}
+	return NewColumnStructArray(fieldName, fields), nil
+}
+
 func int32ToType[T ~int8 | int16](data []int32) []T {
 	return lo.Map(data, func(i32 int32, _ int) T {
 		return T(i32)
@@ -206,6 +218,10 @@ func FieldDataColumn(fd *schemapb.FieldData, begin, end int) (Column, error) {
 		return parseScalarData(fd.GetFieldName(), fd.GetScalars().GetStringData().GetData(), begin, end, validData, NewColumnVarChar, NewNullableColumnVarChar)
 
 	case schemapb.DataType_Array:
+		// handle struct array field
+		if fd.GetStructArrays() != nil {
+			return parseStructArrayData(fd.GetFieldName(), fd.GetStructArrays(), begin, end)
+		}
 		data := fd.GetScalars().GetArrayData()
 		return parseArrayData(fd.GetFieldName(), data.GetElementType(), data.GetData(), validData, begin, end)
 

client/column/struct.go

@@ -0,0 +1,138 @@
+// Licensed to the LF AI & Data foundation under one
+// or more contributor license agreements. See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership. The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License. You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package column
+
+import (
+	"github.com/cockroachdb/errors"
+	"github.com/samber/lo"
+
+	"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
+	"github.com/milvus-io/milvus/client/v2/entity"
+)
+
+type columnStructArray struct {
+	fields []Column
+	name   string
+}
+
+func NewColumnStructArray(name string, fields []Column) Column {
+	return &columnStructArray{
+		fields: fields,
+		name:   name,
+	}
+}
+
+func (c *columnStructArray) Name() string {
+	return c.name
+}
+
+func (c *columnStructArray) Type() entity.FieldType {
+	return entity.FieldTypeArray
+}
+
+func (c *columnStructArray) Len() int {
+	for _, field := range c.fields {
+		return field.Len()
+	}
+	return 0
+}
+
+func (c *columnStructArray) Slice(start, end int) Column {
+	fields := make([]Column, len(c.fields))
+	for idx, subField := range c.fields {
+		fields[idx] = subField.Slice(start, end)
+	}
+	c.fields = fields
+	return c
+}
+
+func (c *columnStructArray) FieldData() *schemapb.FieldData {
+	return &schemapb.FieldData{
+		Type:      schemapb.DataType_Array,
+		FieldName: c.name,
+		Field: &schemapb.FieldData_StructArrays{
+			StructArrays: &schemapb.StructArrayField{
+				Fields: lo.Map(c.fields, func(field Column, _ int) *schemapb.FieldData {
+					return field.FieldData()
+				}),
+			},
+		},
+	}
+}
+
+func (c *columnStructArray) AppendValue(value any) error {
+	return errors.New("not implemented")
+}
+
+func (c *columnStructArray) Get(idx int) (any, error) {
+	m := make(map[string]any)
+	for _, field := range c.fields {
+		v, err := field.Get(idx)
+		if err != nil {
+			return nil, err
+		}
+		m[field.Name()] = v
+	}
+	return m, nil
+}
+
+func (c *columnStructArray) GetAsInt64(idx int) (int64, error) {
+	return 0, errors.New("not implemented")
+}
+
+func (c *columnStructArray) GetAsString(idx int) (string, error) {
+	return "", errors.New("not implemented")
+}
+
+func (c *columnStructArray) GetAsDouble(idx int) (float64, error) {
+	return 0, errors.New("not implemented")
+}
+
+func (c *columnStructArray) GetAsBool(idx int) (bool, error) {
+	return false, errors.New("not implemented")
+}
+
+func (c *columnStructArray) IsNull(idx int) (bool, error) {
+	return false, errors.New("not implemented")
+}
+
+func (c *columnStructArray) AppendNull() error {
+	return errors.New("not implemented")
+}
+
+func (c *columnStructArray) Nullable() bool {
+	return false
+}
+
+func (c *columnStructArray) SetNullable(nullable bool) {
+	// Shall not be set
+}
+
+func (c *columnStructArray) ValidateNullable() error {
+	for _, field := range c.fields {
+		if err := field.ValidateNullable(); err != nil {
+			return err
+		}
+	}
+	return nil
+}
+
+func (c *columnStructArray) CompactNullableValues() {
+	for _, field := range c.fields {
+		field.CompactNullableValues()
+	}
+}

client/column/struct_test.go

@@ -0,0 +1,292 @@
+// Licensed to the LF AI & Data foundation under one
+// or more contributor license agreements. See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership. The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License. You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package column
+
+import (
+	"fmt"
+	"math/rand"
+	"testing"
+
+	"github.com/stretchr/testify/suite"
+
+	"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
+	"github.com/milvus-io/milvus/client/v2/entity"
+)
+
+type StructArraySuite struct {
+	suite.Suite
+}
+
+func (s *StructArraySuite) TestBasic() {
+	name := fmt.Sprintf("struct_array_%d", rand.Intn(100))
+
+	// Create sub-fields for the struct
+	int32Data := []int32{1, 2, 3, 4, 5}
+	floatData := []float32{1.1, 2.2, 3.3, 4.4, 5.5}
+	varcharData := []string{"a", "b", "c", "d", "e"}
+
+	int32Col := NewColumnInt32("int_field", int32Data)
+	floatCol := NewColumnFloat("float_field", floatData)
+	varcharCol := NewColumnVarChar("varchar_field", varcharData)
+
+	fields := []Column{int32Col, floatCol, varcharCol}
+	column := NewColumnStructArray(name, fields)
+
+	// Test Name()
+	s.Equal(name, column.Name())
+
+	// Test Type()
+	s.Equal(entity.FieldTypeArray, column.Type())
+
+	// Test Len()
+	s.EqualValues(5, column.Len())
+
+	// Test FieldData()
+	fd := column.FieldData()
+	s.Equal(schemapb.DataType_Array, fd.GetType())
+	s.Equal(name, fd.GetFieldName())
+
+	structArrays := fd.GetStructArrays()
+	s.NotNil(structArrays)
+	s.Equal(3, len(structArrays.GetFields()))
+
+	// Verify each field in the struct array
+	fieldNames := []string{"int_field", "float_field", "varchar_field"}
+	for i, field := range structArrays.GetFields() {
+		s.Equal(fieldNames[i], field.GetFieldName())
+	}
+
+	// Test Get() - retrieve values as map
+	val, err := column.Get(0)
+	s.NoError(err)
+	m, ok := val.(map[string]any)
+	s.True(ok)
+	s.Equal(int32(1), m["int_field"])
+	s.Equal(float32(1.1), m["float_field"])
+	s.Equal("a", m["varchar_field"])
+
+	val, err = column.Get(2)
+	s.NoError(err)
+	m, ok = val.(map[string]any)
+	s.True(ok)
+	s.Equal(int32(3), m["int_field"])
+	s.Equal(float32(3.3), m["float_field"])
+	s.Equal("c", m["varchar_field"])
+}
+
+func (s *StructArraySuite) TestSlice() {
+	name := "struct_array_slice"
+
+	// Create sub-fields
+	int64Data := []int64{10, 20, 30, 40, 50}
+	boolData := []bool{true, false, true, false, true}
+
+	int64Col := NewColumnInt64("id", int64Data)
+	boolCol := NewColumnBool("flag", boolData)
+
+	fields := []Column{int64Col, boolCol}
+	column := NewColumnStructArray(name, fields)
+
+	// Test Slice(1, 4) - should slice all sub-fields
+	sliced := column.Slice(1, 4)
+	s.NotNil(sliced)
+
+	// Verify sliced data
+	val, err := sliced.Get(0)
+	s.NoError(err)
+	m, ok := val.(map[string]any)
+	s.True(ok)
+	s.Equal(int64(20), m["id"])
+	s.Equal(false, m["flag"])
+
+	val, err = sliced.Get(2)
+	s.NoError(err)
+	m, ok = val.(map[string]any)
+	s.True(ok)
+	s.Equal(int64(40), m["id"])
+	s.Equal(false, m["flag"])
+}
+
+func (s *StructArraySuite) TestNullable() {
+	name := "struct_array_nullable"
+
+	// Create sub-fields
+	int32Data := []int32{1, 2, 3}
+	int32Col := NewColumnInt32("field1", int32Data)
+
+	varcharData := []string{"x", "y", "z"}
+	varcharCol := NewColumnVarChar("field2", varcharData)
+
+	fields := []Column{int32Col, varcharCol}
+	column := NewColumnStructArray(name, fields)
+
+	// Test Nullable() - should return false by default
+	s.False(column.Nullable())
+
+	// Test ValidateNullable() - should validate all sub-fields
+	err := column.ValidateNullable()
+	s.NoError(err)
+
+	// Test CompactNullableValues() - should not panic
+	s.NotPanics(func() {
+		column.CompactNullableValues()
+	})
+}
+
+func (s *StructArraySuite) TestNotImplementedMethods() {
+	name := "struct_array_not_impl"
+
+	int32Data := []int32{1, 2, 3}
+	int32Col := NewColumnInt32("field1", int32Data)
+	fields := []Column{int32Col}
+	column := NewColumnStructArray(name, fields)
+
+	// Test AppendValue - should return error
+	err := column.AppendValue(map[string]any{"field1": int32(4)})
+	s.Error(err)
+	s.Contains(err.Error(), "not implemented")
+
+	// Test GetAsInt64 - should return error
+	_, err = column.GetAsInt64(0)
+	s.Error(err)
+	s.Contains(err.Error(), "not implemented")
+
+	// Test GetAsString - should return error
+	_, err = column.GetAsString(0)
+	s.Error(err)
+	s.Contains(err.Error(), "not implemented")
+
+	// Test GetAsDouble - should return error
+	_, err = column.GetAsDouble(0)
+	s.Error(err)
+	s.Contains(err.Error(), "not implemented")
+
+	// Test GetAsBool - should return error
+	_, err = column.GetAsBool(0)
+	s.Error(err)
+	s.Contains(err.Error(), "not implemented")
+
+	// Test IsNull - should return error
+	_, err = column.IsNull(0)
+	s.Error(err)
+	s.Contains(err.Error(), "not implemented")
+
+	// Test AppendNull - should return error
+	err = column.AppendNull()
+	s.Error(err)
+	s.Contains(err.Error(), "not implemented")
+}
+
+func (s *StructArraySuite) TestParseStructArrayData() {
+	// Create a FieldData with struct array
+	int32FieldData := &schemapb.FieldData{
+		Type:      schemapb.DataType_Int32,
+		FieldName: "age",
+		Field: &schemapb.FieldData_Scalars{
+			Scalars: &schemapb.ScalarField{
+				Data: &schemapb.ScalarField_IntData{
+					IntData: &schemapb.IntArray{
+						Data: []int32{10, 20, 30},
+					},
+				},
+			},
+		},
+	}
+
+	varcharFieldData := &schemapb.FieldData{
+		Type:      schemapb.DataType_VarChar,
+		FieldName: "name",
+		Field: &schemapb.FieldData_Scalars{
+			Scalars: &schemapb.ScalarField{
+				Data: &schemapb.ScalarField_StringData{
+					StringData: &schemapb.StringArray{
+						Data: []string{"alice", "bob", "charlie"},
+					},
+				},
+			},
+		},
+	}
+
+	structArrayField := &schemapb.StructArrayField{
+		Fields: []*schemapb.FieldData{int32FieldData, varcharFieldData},
+	}
+
+	// Test parseStructArrayData
+	column, err := parseStructArrayData("person", structArrayField, 0, -1)
+	s.NoError(err)
+	s.NotNil(column)
+	s.Equal("person", column.Name())
+	s.Equal(entity.FieldTypeArray, column.Type())
+
+	// Verify we can get values
+	val, err := column.Get(0)
+	s.NoError(err)
+	m, ok := val.(map[string]any)
+	s.True(ok)
+	s.Equal(int32(10), m["age"])
+	s.Equal("alice", m["name"])
+
+	val, err = column.Get(1)
+	s.NoError(err)
+	m, ok = val.(map[string]any)
+	s.True(ok)
+	s.Equal(int32(20), m["age"])
+	s.Equal("bob", m["name"])
+}
+
+func (s *StructArraySuite) TestParseStructArrayDataWithRange() {
+	// Create a FieldData with struct array
+	int64FieldData := &schemapb.FieldData{
+		Type:      schemapb.DataType_Int64,
+		FieldName: "id",
+		Field: &schemapb.FieldData_Scalars{
+			Scalars: &schemapb.ScalarField{
+				Data: &schemapb.ScalarField_LongData{
+					LongData: &schemapb.LongArray{
+						Data: []int64{100, 200, 300, 400, 500},
+					},
+				},
+			},
+		},
+	}
+
+	structArrayField := &schemapb.StructArrayField{
+		Fields: []*schemapb.FieldData{int64FieldData},
+	}
+
+	// Test parseStructArrayData with range [1, 4)
+	column, err := parseStructArrayData("data", structArrayField, 1, 4)
+	s.NoError(err)
+	s.NotNil(column)
+
+	// Verify sliced data (should contain indices 1, 2, 3)
+	val, err := column.Get(0)
+	s.NoError(err)
+	m, ok := val.(map[string]any)
+	s.True(ok)
+	s.Equal(int64(200), m["id"])
+
+	val, err = column.Get(2)
+	s.NoError(err)
+	m, ok = val.(map[string]any)
+	s.True(ok)
+	s.Equal(int64(400), m["id"])
+}
+
+func TestStructArray(t *testing.T) {
+	suite.Run(t, new(StructArraySuite))
+}

client/entity/common.go

@@ -33,6 +33,14 @@ const (
 	SUPERSTRUCTURE MetricType = "SUPERSTRUCTURE"
 	BM25           MetricType = "BM25"
 	MHJACCARD      MetricType = "MHJACCARD"
+
+	// The same with MaxSimCosine
+	MaxSim        MetricType = "MAX_SIM"
+	MaxSimCosine  MetricType = "MAX_SIM_COSINE"
+	MaxSimL2      MetricType = "MAX_SIM_L2"
+	MaxSimIP      MetricType = "MAX_SIM_IP"
+	MaxSimHamming MetricType = "MAX_SIM_HAMMING"
+	MaxSimJaccard MetricType = "MAX_SIM_JACCARD"
 )
 
 // CompactionState enum type for compaction state

client/entity/field.go

@@ -201,6 +201,9 @@ const (
 	FieldTypeSparseVector FieldType = 104
 	// FieldTypeInt8Vector field type int8 vector
 	FieldTypeInt8Vector FieldType = 105
+
+	// FieldTypeStruct field type struct
+	FieldTypeStruct FieldType = 201
 )
 
 // Field represent field schema in milvus
@@ -219,6 +222,7 @@ type Field struct {
 	ElementType     FieldType
 	DefaultValue    *schemapb.ValueField
 	Nullable        bool
+	StructSchema    *StructSchema
 }
 
 // ProtoMessage generates corresponding FieldSchema
@@ -440,6 +444,11 @@ func (f *Field) WithEnableMatch(enable bool) *Field {
 	return f
 }
 
+func (f *Field) WithStructSchema(schema *StructSchema) *Field {
+	f.StructSchema = schema
+	return f
+}
+
 // ReadProto parses FieldSchema
 func (f *Field) ReadProto(p *schemapb.FieldSchema) *Field {
 	f.ID = p.GetFieldID()
@@ -459,3 +468,17 @@ func (f *Field) ReadProto(p *schemapb.FieldSchema) *Field {
 
 	return f
 }
+
+// StructArrayField represents a struct array field
+type StructSchema struct {
+	Fields []*Field
+}
+
+func NewStructSchema() *StructSchema {
+	return &StructSchema{}
+}
+
+func (f *StructSchema) WithField(field *Field) *StructSchema {
+	f.Fields = append(f.Fields, field)
+	return f
+}

client/entity/field_test.go

@@ -72,3 +72,45 @@ func TestFieldSchema(t *testing.T) {
 		(&Field{}).WithTypeParams("a", "b")
 	})
 }
+
+func TestStructSchema(t *testing.T) {
+	// Test NewStructSchema
+	schema := NewStructSchema()
+	assert.NotNil(t, schema)
+	assert.Empty(t, schema.Fields)
+
+	// Test WithField
+	field1 := NewField().WithName("age").WithDataType(FieldTypeInt32)
+	field2 := NewField().WithName("name").WithDataType(FieldTypeVarChar).WithMaxLength(100)
+	field3 := NewField().WithName("score").WithDataType(FieldTypeFloat)
+
+	schema.WithField(field1).WithField(field2).WithField(field3)
+	assert.Equal(t, 3, len(schema.Fields))
+	assert.Equal(t, "age", schema.Fields[0].Name)
+	assert.Equal(t, FieldTypeInt32, schema.Fields[0].DataType)
+	assert.Equal(t, "name", schema.Fields[1].Name)
+	assert.Equal(t, FieldTypeVarChar, schema.Fields[1].DataType)
+	assert.Equal(t, "score", schema.Fields[2].Name)
+	assert.Equal(t, FieldTypeFloat, schema.Fields[2].DataType)
+}
+
+func TestFieldWithStructSchema(t *testing.T) {
+	// Create a struct schema
+	structSchema := NewStructSchema().
+		WithField(NewField().WithName("id").WithDataType(FieldTypeInt64)).
+		WithField(NewField().WithName("value").WithDataType(FieldTypeDouble))
+
+	// Create a field with struct schema
+	field := NewField().
+		WithName("struct_array_field").
+		WithDataType(FieldTypeArray).
+		WithElementType(FieldTypeStruct).
+		WithStructSchema(structSchema)
+
+	assert.NotNil(t, field.StructSchema)
+	assert.Equal(t, 2, len(field.StructSchema.Fields))
+	assert.Equal(t, "id", field.StructSchema.Fields[0].Name)
+	assert.Equal(t, FieldTypeInt64, field.StructSchema.Fields[0].DataType)
+	assert.Equal(t, "value", field.StructSchema.Fields[1].Name)
+	assert.Equal(t, FieldTypeDouble, field.StructSchema.Fields[1].DataType)
+}

client/entity/schema.go

@@ -21,6 +21,7 @@ import (
 
 	"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
 	"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
+	"github.com/milvus-io/milvus/pkg/v2/util/typeutil"
 )
 
 const (
@@ -117,14 +118,42 @@ func (s *Schema) ProtoMessage() *schemapb.CollectionSchema {
 		AutoID:             s.AutoID,
 		EnableDynamicField: s.EnableDynamicField,
 	}
-	r.Fields = lo.Map(s.Fields, func(field *Field, _ int) *schemapb.FieldSchema {
+	r.Fields = lo.FilterMap(s.Fields, func(field *Field, _ int) (*schemapb.FieldSchema, bool) {
-		return field.ProtoMessage()
+		if field.DataType == FieldTypeArray && field.ElementType == FieldTypeStruct {
+			return nil, false
+		}
+		return field.ProtoMessage(), true
 	})
 
 	r.Functions = lo.Map(s.Functions, func(function *Function, _ int) *schemapb.FunctionSchema {
 		return function.ProtoMessage()
 	})
 
+	r.StructArrayFields = lo.FilterMap(s.Fields, func(field *Field, _ int) (*schemapb.StructArrayFieldSchema, bool) {
+		if field.DataType != FieldTypeArray || field.ElementType != FieldTypeStruct {
+			return nil, false
+		}
+		f := &schemapb.StructArrayFieldSchema{
+			Name:        field.Name,
+			Description: field.Description,
+			TypeParams:  MapKvPairs(field.TypeParams),
+		}
+		if field.StructSchema != nil {
+			f.Fields = lo.Map(field.StructSchema.Fields, func(field *Field, _ int) *schemapb.FieldSchema {
+				// translate to ArrayStruct
+				f := field.ProtoMessage()
+				f.ElementType = f.DataType
+				if typeutil.IsVectorType(f.DataType) {
+					f.DataType = schemapb.DataType_ArrayOfVector
+				} else {
+					f.DataType = schemapb.DataType_Array
+				}
+				return f
+			})
+		}
+		return f, true
+	})
+
 	return r
 }
 

client/entity/schema_test.go

@@ -89,6 +89,117 @@ func (s *SchemaSuite) TestBasic() {
 	}
 }
 
+func (s *SchemaSuite) TestStructArrayField() {
+	// Create a struct schema
+	structSchema := NewStructSchema().
+		WithField(NewField().WithName("age").WithDataType(FieldTypeInt32)).
+		WithField(NewField().WithName("name").WithDataType(FieldTypeVarChar).WithMaxLength(100)).
+		WithField(NewField().WithName("score").WithDataType(FieldTypeFloat))
+
+	// Create a schema with struct array field
+	schema := NewSchema().
+		WithName("test_struct_array_collection").
+		WithDescription("collection with struct array field").
+		WithAutoID(false).
+		WithField(NewField().WithName("ID").WithDataType(FieldTypeInt64).WithIsPrimaryKey(true)).
+		WithField(NewField().WithName("vector").WithDataType(FieldTypeFloatVector).WithDim(128)).
+		WithField(NewField().
+			WithName("person_data").
+			WithDataType(FieldTypeArray).
+			WithElementType(FieldTypeStruct).
+			WithStructSchema(structSchema))
+
+	// Convert to proto
+	p := schema.ProtoMessage()
+
+	// Verify basic schema properties
+	s.Equal("test_struct_array_collection", p.GetName())
+	s.Equal("collection with struct array field", p.GetDescription())
+	s.Equal(false, p.GetAutoID())
+
+	// Verify regular fields (should not include struct array field)
+	s.Equal(2, len(p.GetFields()))
+	s.Equal("ID", p.GetFields()[0].GetName())
+	s.Equal("vector", p.GetFields()[1].GetName())
+
+	// Verify struct array fields
+	s.Equal(1, len(p.GetStructArrayFields()))
+	structArrayField := p.GetStructArrayFields()[0]
+	s.Equal("person_data", structArrayField.GetName())
+	s.Equal(3, len(structArrayField.GetFields()))
+
+	// Verify struct array sub-fields
+	s.Equal("age", structArrayField.GetFields()[0].GetName())
+	s.Equal("name", structArrayField.GetFields()[1].GetName())
+	s.Equal("score", structArrayField.GetFields()[2].GetName())
+}
+
+func (s *SchemaSuite) TestStructArrayFieldWithVectorElement() {
+	// Create a struct schema with vector field
+	structSchema := NewStructSchema().
+		WithField(NewField().WithName("id").WithDataType(FieldTypeInt64)).
+		WithField(NewField().WithName("embedding").WithDataType(FieldTypeFloatVector).WithDim(256))
+
+	schema := NewSchema().
+		WithName("test_struct_with_vector").
+		WithAutoID(true).
+		WithField(NewField().WithName("pk").WithDataType(FieldTypeVarChar).WithMaxLength(100).WithIsPrimaryKey(true)).
+		WithField(NewField().
+			WithName("data").
+			WithDataType(FieldTypeArray).
+			WithElementType(FieldTypeStruct).
+			WithStructSchema(structSchema))
+
+	p := schema.ProtoMessage()
+
+	// Verify struct array field with vector element
+	s.Equal(1, len(p.GetStructArrayFields()))
+	structArrayField := p.GetStructArrayFields()[0]
+	s.Equal("data", structArrayField.GetName())
+	s.Equal(2, len(structArrayField.GetFields()))
+
+	// Verify that vector field is converted to ArrayOfVector
+	embeddingField := structArrayField.GetFields()[1]
+	s.Equal("embedding", embeddingField.GetName())
+	// The DataType should be changed to ArrayOfVector for vector types
+	s.NotEqual(FieldTypeFloatVector, embeddingField.GetDataType())
+}
+
+func (s *SchemaSuite) TestMultipleStructArrayFields() {
+	// Create multiple struct schemas
+	structSchema1 := NewStructSchema().
+		WithField(NewField().WithName("field1").WithDataType(FieldTypeInt32))
+
+	structSchema2 := NewStructSchema().
+		WithField(NewField().WithName("field2").WithDataType(FieldTypeVarChar).WithMaxLength(50)).
+		WithField(NewField().WithName("field3").WithDataType(FieldTypeDouble))
+
+	schema := NewSchema().
+		WithName("test_multiple_struct_arrays").
+		WithField(NewField().WithName("pk").WithDataType(FieldTypeInt64).WithIsPrimaryKey(true)).
+		WithField(NewField().
+			WithName("struct_array_1").
+			WithDataType(FieldTypeArray).
+			WithElementType(FieldTypeStruct).
+			WithStructSchema(structSchema1)).
+		WithField(NewField().
+			WithName("struct_array_2").
+			WithDataType(FieldTypeArray).
+			WithElementType(FieldTypeStruct).
+			WithStructSchema(structSchema2))
+
+	p := schema.ProtoMessage()
+
+	// Verify we have 2 struct array fields
+	s.Equal(2, len(p.GetStructArrayFields()))
+	s.Equal("struct_array_1", p.GetStructArrayFields()[0].GetName())
+	s.Equal("struct_array_2", p.GetStructArrayFields()[1].GetName())
+
+	// Verify each struct array has correct number of fields
+	s.Equal(1, len(p.GetStructArrayFields()[0].GetFields()))
+	s.Equal(2, len(p.GetStructArrayFields()[1].GetFields()))
+}
+
 func TestSchema(t *testing.T) {
 	suite.Run(t, new(SchemaSuite))
 }

client/go.mod

@@ -1,22 +1,22 @@
 module github.com/milvus-io/milvus/client/v2
 
-go 1.24.4
+go 1.24.11
 
 require (
 	github.com/blang/semver/v4 v4.0.0
 	github.com/cockroachdb/errors v1.9.1
 	github.com/grpc-ecosystem/go-grpc-middleware v1.3.0
-	github.com/milvus-io/milvus-proto/go-api/v2 v2.6.3
+	github.com/milvus-io/milvus-proto/go-api/v2 v2.6.6-0.20251119054300-fcb3986f4af1
-	github.com/milvus-io/milvus/pkg/v2 v2.0.0-20250319085209-5a6b4e56d59e
+	github.com/milvus-io/milvus/pkg/v2 v2.6.4-0.20251104142533-a2ce70d25256
-	github.com/quasilyte/go-ruleguard/dsl v0.3.22
+	github.com/quasilyte/go-ruleguard/dsl v0.3.23
 	github.com/samber/lo v1.27.0
-	github.com/stretchr/testify v1.10.0
+	github.com/stretchr/testify v1.11.1
 	github.com/tidwall/gjson v1.17.1
-	go.opentelemetry.io/otel v1.28.0
+	go.opentelemetry.io/otel v1.34.0
 	go.uber.org/atomic v1.11.0
 	golang.org/x/exp v0.0.0-20240506185415-9bf2ced13842
-	google.golang.org/grpc v1.65.0
+	google.golang.org/grpc v1.71.0
-	google.golang.org/protobuf v1.34.2
+	google.golang.org/protobuf v1.36.5
 )
 
 require (
@@ -29,10 +29,11 @@ require (
 	github.com/containerd/cgroups/v3 v3.0.3 // indirect
 	github.com/coreos/go-semver v0.3.0 // indirect
 	github.com/coreos/go-systemd/v22 v22.3.2 // indirect
-	github.com/davecgh/go-spew v1.1.1 // indirect
+	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
-	github.com/docker/go-units v0.4.0 // indirect
+	github.com/docker/go-units v0.5.0 // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
 	github.com/form3tech-oss/jwt-go v3.2.3+incompatible // indirect
+	github.com/fxamacker/cbor/v2 v2.7.0 // indirect
 	github.com/getsentry/sentry-go v0.12.0 // indirect
 	github.com/go-logr/logr v1.4.2 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
@@ -42,29 +43,31 @@ require (
 	github.com/golang/protobuf v1.5.4 // indirect
 	github.com/google/btree v1.1.2 // indirect
 	github.com/google/uuid v1.6.0 // indirect
-	github.com/gorilla/websocket v1.4.2 // indirect
+	github.com/gorilla/websocket v1.5.0 // indirect
 	github.com/grpc-ecosystem/go-grpc-prometheus v1.2.0 // indirect
 	github.com/grpc-ecosystem/grpc-gateway v1.16.0 // indirect
 	github.com/grpc-ecosystem/grpc-gateway/v2 v2.16.0 // indirect
 	github.com/jonboulle/clockwork v0.2.2 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/klauspost/compress v1.17.9 // indirect
 	github.com/kr/pretty v0.3.1 // indirect
 	github.com/kr/text v0.2.0 // indirect
 	github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0 // indirect
-	github.com/matttproud/golang_protobuf_extensions v1.0.4 // indirect
 	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
 	github.com/modern-go/reflect2 v1.0.2 // indirect
+	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
 	github.com/opencontainers/runtime-spec v1.0.2 // indirect
 	github.com/panjf2000/ants/v2 v2.11.3 // indirect
 	github.com/pkg/errors v0.9.1 // indirect
-	github.com/pmezard/go-difflib v1.0.0 // indirect
+	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
 	github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c // indirect
-	github.com/prometheus/client_golang v1.14.0 // indirect
+	github.com/prometheus/client_golang v1.20.5 // indirect
-	github.com/prometheus/client_model v0.5.0 // indirect
+	github.com/prometheus/client_model v0.6.1 // indirect
-	github.com/prometheus/common v0.42.0 // indirect
+	github.com/prometheus/common v0.55.0 // indirect
-	github.com/prometheus/procfs v0.9.0 // indirect
+	github.com/prometheus/procfs v0.15.1 // indirect
-	github.com/rogpeppe/go-internal v1.12.0 // indirect
+	github.com/rogpeppe/go-internal v1.13.1 // indirect
-	github.com/shirou/gopsutil/v3 v3.22.9 // indirect
+	github.com/shirou/gopsutil/v3 v3.23.12 // indirect
+	github.com/shoenig/go-m1cpu v0.1.6 // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
 	github.com/soheilhy/cmux v0.1.5 // indirect
 	github.com/spaolacci/murmur3 v1.1.0 // indirect
@@ -73,13 +76,14 @@ require (
 	github.com/stretchr/objx v0.5.2 // indirect
 	github.com/tidwall/match v1.1.1 // indirect
 	github.com/tidwall/pretty v1.2.0 // indirect
-	github.com/tklauser/go-sysconf v0.3.10 // indirect
+	github.com/tklauser/go-sysconf v0.3.12 // indirect
-	github.com/tklauser/numcpus v0.4.0 // indirect
+	github.com/tklauser/numcpus v0.6.1 // indirect
 	github.com/tmc/grpc-websocket-proxy v0.0.0-20201229170055-e5319fda7802 // indirect
+	github.com/twpayne/go-geom v1.6.1 // indirect
 	github.com/uber/jaeger-client-go v2.30.0+incompatible // indirect
 	github.com/x448/float16 v0.8.4 // indirect
 	github.com/xiang90/probing v0.0.0-20190116061207-43a291ad63a2 // indirect
-	github.com/yusufpapurcu/wmi v1.2.2 // indirect
+	github.com/yusufpapurcu/wmi v1.2.3 // indirect
 	go.etcd.io/bbolt v1.3.6 // indirect
 	go.etcd.io/etcd/api/v3 v3.5.5 // indirect
 	go.etcd.io/etcd/client/pkg/v3 v3.5.5 // indirect
@@ -88,29 +92,30 @@ require (
 	go.etcd.io/etcd/pkg/v3 v3.5.5 // indirect
 	go.etcd.io/etcd/raft/v3 v3.5.5 // indirect
 	go.etcd.io/etcd/server/v3 v3.5.5 // indirect
-	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.49.0 // indirect
+	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0 // indirect
 	go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.20.0 // indirect
 	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.20.0 // indirect
-	go.opentelemetry.io/otel/metric v1.28.0 // indirect
+	go.opentelemetry.io/otel/metric v1.34.0 // indirect
-	go.opentelemetry.io/otel/sdk v1.28.0 // indirect
+	go.opentelemetry.io/otel/sdk v1.34.0 // indirect
-	go.opentelemetry.io/otel/trace v1.28.0 // indirect
+	go.opentelemetry.io/otel/trace v1.34.0 // indirect
 	go.opentelemetry.io/proto/otlp v1.0.0 // indirect
 	go.uber.org/automaxprocs v1.5.3 // indirect
 	go.uber.org/multierr v1.11.0 // indirect
 	go.uber.org/zap v1.27.0 // indirect
-	golang.org/x/crypto v0.36.0 // indirect
+	golang.org/x/crypto v0.45.0 // indirect
-	golang.org/x/net v0.38.0 // indirect
+	golang.org/x/net v0.47.0 // indirect
-	golang.org/x/sync v0.12.0 // indirect
+	golang.org/x/sync v0.18.0 // indirect
-	golang.org/x/sys v0.31.0 // indirect
+	golang.org/x/sys v0.38.0 // indirect
-	golang.org/x/text v0.23.0 // indirect
+	golang.org/x/text v0.31.0 // indirect
-	golang.org/x/time v0.5.0 // indirect
+	golang.org/x/time v0.10.0 // indirect
-	google.golang.org/genproto v0.0.0-20240624140628-dc46fd24d27d // indirect
+	google.golang.org/genproto v0.0.0-20250303144028-a0af3efb3deb // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20240617180043-68d350f18fd4 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20250303144028-a0af3efb3deb // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20240730163845-b1a4ccb954bf // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20250227231956-55c901821b1e // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
-	gopkg.in/natefinch/lumberjack.v2 v2.0.0 // indirect
+	gopkg.in/natefinch/lumberjack.v2 v2.2.1 // indirect
 	gopkg.in/yaml.v2 v2.4.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
-	k8s.io/apimachinery v0.28.6 // indirect
+	k8s.io/apimachinery v0.32.3 // indirect
-	sigs.k8s.io/yaml v1.3.0 // indirect
+	sigs.k8s.io/yaml v1.4.0 // indirect
 )

client/go.sum

@@ -13,15 +13,19 @@ cloud.google.com/go/storage v1.0.0/go.mod h1:IhtSnM/ZTZV8YYJWCY8RULGVqBDmpoyjwiy
 dmitri.shuralyov.com/gpu/mtl v0.0.0-20190408044501-666a987793e9/go.mod h1:H6x//7gZCb22OMCxBHrMx7a5I7Hp++hsVxbQ4BYO7hU=
 github.com/AndreasBriese/bbloom v0.0.0-20190306092124-e2d15f34fcf9/go.mod h1:bOvUY6CB00SOBii9/FifXqc0awNKxLFCL/+pkDPuyl8=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
-github.com/BurntSushi/toml v1.2.1 h1:9F2/+DoOYIOksmaJFPw1tGFy1eDnIJXg+UHjuD8lTak=
-github.com/BurntSushi/toml v1.2.1/go.mod h1:CxXYINrC8qIiEnFrOxCa7Jy5BFHlXnUU2pbicEuybxQ=
 github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo=
 github.com/CloudyKit/fastprinter v0.0.0-20200109182630-33d98a066a53/go.mod h1:+3IMCy2vIlbG1XG/0ggNQv0SvxCAIpPM5b1nCz56Xno=
 github.com/CloudyKit/jet/v3 v3.0.0/go.mod h1:HKQPgSJmdK8hdoAbKUUWajkHyHo4RaU5rMdUywE7VMo=
+github.com/DATA-DOG/go-sqlmock v1.5.2 h1:OcvFkGmslmlZibjAjaHm3L//6LiuBgolP7OputlJIzU=
+github.com/DATA-DOG/go-sqlmock v1.5.2/go.mod h1:88MAG/4G7SMwSE3CeA0ZKzrT5CiOU3OJ+JlNzwDqpNU=
 github.com/Joker/hpp v1.0.0/go.mod h1:8x5n+M1Hp5hC0g8okX3sR3vFQwynaX/UgSOM9MeBKzY=
 github.com/OneOfOne/xxhash v1.2.2/go.mod h1:HSdplMjZKSmBqAxg5vPj2TmRDmfkzw+cTzAElWljhcU=
 github.com/Shopify/goreferrer v0.0.0-20181106222321-ec9c9a553398/go.mod h1:a1uqRtAwp2Xwc6WNPJEufxJ7fx3npB4UV/JOLmbu5I0=
 github.com/ajg/form v1.5.1/go.mod h1:uL1WgH+h2mgNtvBq0339dVnzXdBETtL2LeUXaIv25UY=
+github.com/alecthomas/assert/v2 v2.10.0 h1:jjRCHsj6hBJhkmhznrCzoNpbA3zqy0fYiUcYZP/GkPY=
+github.com/alecthomas/assert/v2 v2.10.0/go.mod h1:Bze95FyfUr7x34QZrjL+XP+0qgp/zg8yS+TtBj1WA3k=
+github.com/alecthomas/repr v0.4.0 h1:GhI2A8MACjfegCPVq9f1FLvIBS+DrQ2KQBFZP1iFzXc=
+github.com/alecthomas/repr v0.4.0/go.mod h1:Fr0507jx4eOXV7AlPV6AVZLYrLIuIeSOWtW57eE/O/4=
 github.com/alecthomas/template v0.0.0-20160405071501-a0175ee3bccc/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
 github.com/alecthomas/template v0.0.0-20190718012654-fb15b899a751/go.mod h1:LOuyumcjzFXgccqObfd/Ljyb9UuFJ6TxHnclSeseNhc=
 github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRFXyAe+OPACYpWeL0wqObRcbAqCMya13uyzqw0=
@@ -88,14 +92,15 @@ github.com/cpuguy83/go-md2man/v2 v2.0.0/go.mod h1:maD7wRr/U5Z6m/iR4s+kqSMx2CaBsr
 github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
 github.com/creack/pty v1.1.11/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
-github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
+github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/dgraph-io/badger v1.6.0/go.mod h1:zwt7syl517jmP8s94KqSxTlM6IMsdhYy6psNgSztDR4=
 github.com/dgrijalva/jwt-go v3.2.0+incompatible/go.mod h1:E3ru+11k8xSBh+hMPgOLZmtrrCbhqsmaPHjLKYnJCaQ=
 github.com/dgryski/go-farm v0.0.0-20190423205320-6a90982ecee2/go.mod h1:SqUrOPUnsFjfmXRMNPybcSiG0BgUW2AuFH8PAnS2iTw=
 github.com/dgryski/go-sip13 v0.0.0-20181026042036-e10d5fee7954/go.mod h1:vAd38F8PWV+bWy6jNmig1y/TA+kYO4g3RSRF0IAv0no=
-github.com/docker/go-units v0.4.0 h1:3uh0PgVws3nIA0Q+MwDC8yjEPf9zjRfZZWXZYDct3Tw=
+github.com/docker/go-units v0.5.0 h1:69rxXcBk27SvSaaxTtLh/8llcHD8vYHT7WSdRZ/jvr4=
-github.com/docker/go-units v0.4.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk=
+github.com/docker/go-units v0.5.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk=
 github.com/dustin/go-humanize v1.0.0/go.mod h1:HtrtbFcZ19U5GC7JDqmcUSB87Iq5E25KnS6fMYU6eOk=
 github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkpeCY=
 github.com/dustin/go-humanize v1.0.1/go.mod h1:Mu1zIs6XwVuF/gI1OepvI0qD18qycQx+mFykh5fBlto=
@@ -117,6 +122,8 @@ github.com/form3tech-oss/jwt-go v3.2.3+incompatible/go.mod h1:pbq4aXjuKjdthFRnoD
 github.com/frankban/quicktest v1.14.5 h1:dfYrrRyLtiqT9GyKXgdh+k4inNeTvmGbuSgZ3lx3GhA=
 github.com/frankban/quicktest v1.14.5/go.mod h1:4ptaffx2x8+WTWXmUCuVU6aPUX1/Mz7zb5vbUoiM6w0=
 github.com/fsnotify/fsnotify v1.4.7/go.mod h1:jwhsz4b93w/PPRr/qN1Yymfu8t87LnFCMoQvtojpjFo=
+github.com/fxamacker/cbor/v2 v2.7.0 h1:iM5WgngdRBanHcxugY4JySA0nk1wZorNOpTgCMedv5E=
+github.com/fxamacker/cbor/v2 v2.7.0/go.mod h1:pxXPTn3joSm21Gbwsv0w9OSA2y1HFR9qXEeXQVeNoDQ=
 github.com/gavv/httpexpect v2.0.0+incompatible/go.mod h1:x+9tiU1YnrOvnB725RkpoLv1M62hOWzwo5OXotisrKc=
 github.com/getsentry/raven-go v0.2.0/go.mod h1:KungGk8q33+aIAZUIVWZDr2OfAEBsO49PX4NzFV5kcQ=
 github.com/getsentry/sentry-go v0.12.0 h1:era7g0re5iY13bHSdN/xMkyV+5zZppjRVQhZrXCaEIk=
@@ -159,8 +166,8 @@ github.com/gogo/protobuf v1.3.2/go.mod h1:P1XiOD3dCwIKUDQYPy72D8LYyHL2YPYrpS2s69
 github.com/gogo/status v1.1.0/go.mod h1:BFv9nrluPLmrS0EmGVvLaPNmRosr9KapBYd5/hpY1WM=
 github.com/golang-jwt/jwt v3.2.2+incompatible/go.mod h1:8pz2t5EyA70fFQQSrl6XZXzqecmYZeUEB8OUGHkxJ+I=
 github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q=
-github.com/golang/glog v1.2.1 h1:OptwRhECazUx5ix5TTWC3EZhsZEHWcYWY4FQHTIubm4=
+github.com/golang/glog v1.2.4 h1:CNNw5U8lSiiBk7druxtSHHTsRWcxKoac6kZKm2peBBc=
-github.com/golang/glog v1.2.1/go.mod h1:6AhwSGph0fcJtXVM/PEHPqZlFeoLxhs7/t5UDAwmO+w=
+github.com/golang/glog v1.2.4/go.mod h1:6AhwSGph0fcJtXVM/PEHPqZlFeoLxhs7/t5UDAwmO+w=
 github.com/golang/groupcache v0.0.0-20190129154638-5b532d6fd5ef/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
 github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
 github.com/golang/mock v1.1.1/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A=
@@ -215,8 +222,9 @@ github.com/googleapis/gax-go/v2 v2.0.4/go.mod h1:0Wqv26UfaUD9n4G6kQubkQ+KchISgw+
 github.com/googleapis/gax-go/v2 v2.0.5/go.mod h1:DWXyrwAJ9X0FpwwEdw+IPEYBICEFu5mhpdKc/us6bOk=
 github.com/gopherjs/gopherjs v0.0.0-20181017120253-0766667cb4d1/go.mod h1:wJfORRmW1u3UXTncJ5qlYoELFm8eSnnEO6hX4iZ3EWY=
 github.com/gorilla/websocket v1.4.1/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
-github.com/gorilla/websocket v1.4.2 h1:+/TMaTYc4QFitKJxsQ7Yye35DkWvkdLcvGKqM+x0Ufc=
 github.com/gorilla/websocket v1.4.2/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
+github.com/gorilla/websocket v1.5.0 h1:PPwGk2jz7EePpoHN/+ClbZu8SPxiqlu12wZP/3sWmnc=
+github.com/gorilla/websocket v1.5.0/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
 github.com/grpc-ecosystem/go-grpc-middleware v1.0.0/go.mod h1:FiyG127CGDf3tlThmgyCl78X/SZQqEOJBCDaAfeWzPs=
 github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 h1:+9834+KizmvFV7pXQGSXQTsaWhq2GjuNUt0aUU0YBYw=
 github.com/grpc-ecosystem/go-grpc-middleware v1.3.0/go.mod h1:z0ButlSOZa5vEBq9m2m2hlwIgKw+rp3sdCBRoJY+30Y=
@@ -248,6 +256,8 @@ github.com/hashicorp/logutils v1.0.0/go.mod h1:QIAnNjmIWmVIIkWDTG1z5v++HQmx9WQRO
 github.com/hashicorp/mdns v1.0.0/go.mod h1:tL+uN++7HEJ6SQLQ2/p+z2pH24WQKWjBPkE0mNTz8vQ=
 github.com/hashicorp/memberlist v0.1.3/go.mod h1:ajVTdAv/9Im8oMAAj5G31PhhMCZJV2pPBoIllUwCN7I=
 github.com/hashicorp/serf v0.8.2/go.mod h1:6hOLApaqBFA1NXqRQAsxw9QxuDEvNxSQRwA/JwenrHc=
+github.com/hexops/gotextdiff v1.0.3 h1:gitA9+qJrrTCsiCl7+kh75nPqQt1cx4ZkudSTLoUqJM=
+github.com/hexops/gotextdiff v1.0.3/go.mod h1:pSWU5MAI3yDq+fZBTazCSJysOMbxWL1BSow5/V2vxeg=
 github.com/hpcloud/tail v1.0.0/go.mod h1:ab1qPbhIpdTxEkNHXyeSf5vhxWSCs/tWer42PpOxQnU=
 github.com/hydrogen18/memlistener v0.0.0-20200120041712-dcc25e7acd91/go.mod h1:qEIFzExnS6016fRpRfxrExeVn2gbClQA99gQhnIcdhE=
 github.com/imkira/go-interpol v1.1.0/go.mod h1:z0h2/2T3XF8kyEPpRgJ3kmNv+C43p+I/CoI+jC3w2iA=
@@ -283,6 +293,8 @@ github.com/kisielk/errcheck v1.5.0/go.mod h1:pFxgyoBC7bSaBwPgfKdkLd5X25qrDl4LWUI
 github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
 github.com/klauspost/compress v1.8.2/go.mod h1:RyIbtBH6LamlWaDj8nUwkbUhJ87Yi3uG0guNDohfE1A=
 github.com/klauspost/compress v1.9.7/go.mod h1:RyIbtBH6LamlWaDj8nUwkbUhJ87Yi3uG0guNDohfE1A=
+github.com/klauspost/compress v1.17.9 h1:6KIumPrER1LHsvBVuDa0r5xaG0Es51mhhB9BQB2qeMA=
+github.com/klauspost/compress v1.17.9/go.mod h1:Di0epgTjJY877eYKx5yC51cX2A2Vl2ibi7bDH9ttBbw=
 github.com/klauspost/cpuid v1.2.1/go.mod h1:Pj4uuM528wm8OyEC2QMXAi2YiTZ96dNQPGgoMS4s3ek=
 github.com/konsorten/go-windows-terminal-sequences v1.0.1/go.mod h1:T0+1ngSBFLxvqU3pZ+m/2kptfBszLMUkC4ZK/EgS/cQ=
 github.com/konsorten/go-windows-terminal-sequences v1.0.3/go.mod h1:T0+1ngSBFLxvqU3pZ+m/2kptfBszLMUkC4ZK/EgS/cQ=
@@ -295,6 +307,8 @@ github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
 github.com/kr/text v0.1.0/go.mod h1:4Jbv+DJW3UT/LiOwJeYQe1efqtUx/iVham/4vfdArNI=
 github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
 github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
+github.com/kylelemons/godebug v1.1.0 h1:RPNrshWIDI6G2gRW9EHilWtl7Z6Sb1BR0xunSBf0SNc=
+github.com/kylelemons/godebug v1.1.0/go.mod h1:9/0rRGxNHcop5bhtWyNeEfOS8JIWk580+fNqagV/RAw=
 github.com/labstack/echo/v4 v4.5.0/go.mod h1:czIriw4a0C1dFun+ObrXp7ok03xON0N1awStJ6ArI7Y=
 github.com/labstack/gommon v0.3.0/go.mod h1:MULnywXg0yavhxWKc+lOruYdAhDwPK9wf0OL7NoOu+k=
 github.com/lufia/plan9stats v0.0.0-20211012122336-39d0f177ccd0 h1:6E+4a0GO5zZEnZ81pIr0yLvtUWk2if982qA3F3QD6H4=
@@ -313,15 +327,13 @@ github.com/mattn/go-isatty v0.0.12/go.mod h1:cbi8OIDigv2wuxKPP5vlRcQ1OAZbq2CE4Ky
 github.com/mattn/go-isatty v0.0.14/go.mod h1:7GGIvUiUoEMVVmxf/4nioHXj79iQHKdU27kJ6hsGG94=
 github.com/mattn/goveralls v0.0.2/go.mod h1:8d1ZMHsd7fW6IRPKQh46F2WRpyib5/X4FOpevwGNQEw=
 github.com/matttproud/golang_protobuf_extensions v1.0.1/go.mod h1:D8He9yQNgCq6Z5Ld7szi9bcBfOoFv/3dc6xSMkL2PC0=
-github.com/matttproud/golang_protobuf_extensions v1.0.4 h1:mmDVorXM7PCGKw94cs5zkfA9PSy5pEvNWRP0ET0TIVo=
-github.com/matttproud/golang_protobuf_extensions v1.0.4/go.mod h1:BSXmuO+STAnVfrANrmjBb36TMTDstsz7MSK+HVaYKv4=
 github.com/mediocregopher/radix/v3 v3.4.2/go.mod h1:8FL3F6UQRXHXIBSPUs5h0RybMF8i4n7wVopoX3x7Bv8=
 github.com/microcosm-cc/bluemonday v1.0.2/go.mod h1:iVP4YcDBq+n/5fb23BhYFvIMq/leAFZyRl6bYmGDlGc=
 github.com/miekg/dns v1.0.14/go.mod h1:W1PPwlIAgtquWBMBEV9nkV9Cazfe8ScdGz/Lj7v3Nrg=
-github.com/milvus-io/milvus-proto/go-api/v2 v2.6.3 h1:w7IBrU25KULWNlHKoKwx6ruTsDAmzrWknotIc6A4ys4=
+github.com/milvus-io/milvus-proto/go-api/v2 v2.6.6-0.20251119054300-fcb3986f4af1 h1:nSZoftB+vB285AwYAOoJnwxKPMhP7l0p+VurCJGG9ds=
-github.com/milvus-io/milvus-proto/go-api/v2 v2.6.3/go.mod h1:/6UT4zZl6awVeXLeE7UGDWZvXj3IWkRsh3mqsn0DiAs=
+github.com/milvus-io/milvus-proto/go-api/v2 v2.6.6-0.20251119054300-fcb3986f4af1/go.mod h1:/6UT4zZl6awVeXLeE7UGDWZvXj3IWkRsh3mqsn0DiAs=
-github.com/milvus-io/milvus/pkg/v2 v2.0.0-20250319085209-5a6b4e56d59e h1:VCr43pG4efacDbM4au70fh8/5hNTftoWzm1iEumvDWM=
+github.com/milvus-io/milvus/pkg/v2 v2.6.4-0.20251104142533-a2ce70d25256 h1:M2waty0w2k4YT2HHzJk3fx6EFPD4DKxNJatitIV+gGU=
-github.com/milvus-io/milvus/pkg/v2 v2.0.0-20250319085209-5a6b4e56d59e/go.mod h1:37AWzxVs2NS4QUJrkcbeLUwi+4Av0h5mEdjLI62EANU=
+github.com/milvus-io/milvus/pkg/v2 v2.6.4-0.20251104142533-a2ce70d25256/go.mod h1:HT6Wxahwj/l8+i+D/C3iwDzCjDa36U9gyVw6CjjK4pE=
 github.com/mitchellh/cli v1.0.0/go.mod h1:hNIlj7HEI86fIcpObd7a0FcrxTWetlwJDGcceTlRvqc=
 github.com/mitchellh/go-homedir v1.0.0/go.mod h1:SfyaCUpYCn1Vlf4IUYiD9fPX4A5wJrkLzIz1N1q0pr0=
 github.com/mitchellh/go-homedir v1.1.0/go.mod h1:SfyaCUpYCn1Vlf4IUYiD9fPX4A5wJrkLzIz1N1q0pr0=
@@ -338,6 +350,8 @@ github.com/modern-go/reflect2 v1.0.1/go.mod h1:bx2lNnkwVCuqBIxFjflWJWanXIb3Rllmb
 github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M=
 github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
 github.com/moul/http2curl v1.0.0/go.mod h1:8UbvGypXm98wA/IqH45anm5Y2Z6ep6O31QGOAZ3H0fQ=
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@@ -449,6 +470,7 @@ github.com/spf13/viper v1.7.0/go.mod h1:8WkrPz2fc9jxqZNCJI/76HCieCp4Q8HaLFoCha5q
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@@ -458,8 +480,9 @@ github.com/stretchr/testify v1.5.1/go.mod h1:5W2xD1RspED5o8YsWQXVCued0rvSQ+mT+I5
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@@ -503,8 +528,8 @@ github.com/yudai/pp v2.0.1+incompatible/go.mod h1:PuxR/8QJ7cyCkFp/aUDS+JY727OFEZ
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 go.etcd.io/bbolt v1.3.2/go.mod h1:IbVyRI1SCnLcuJnV2u8VeU0CEYM7e686BmAb1XKL+uU=
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 go.etcd.io/bbolt v1.3.6/go.mod h1:qXsaaIqmgQH0T+OPdb99Bf+PKfBBQVAdyD6TY9G8XM4=
@@ -524,26 +549,30 @@ go.etcd.io/etcd/server/v3 v3.5.5 h1:jNjYm/9s+f9A9r6+SC4RvNaz6AqixpOvhrFdT0PvIj0=
 go.etcd.io/etcd/server/v3 v3.5.5/go.mod h1:rZ95vDw/jrvsbj9XpTqPrTAB9/kzchVdhRirySPkUBc=
 go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU=
 go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8=
+go.opentelemetry.io/auto/sdk v1.1.0 h1:cH53jehLUN6UFLY71z+NDOiNJqDdPRaXzTel0sJySYA=
+go.opentelemetry.io/auto/sdk v1.1.0/go.mod h1:3wSPjt5PWp2RhlCcmmOial7AvC4DQqZb7a7wCow3W8A=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.25.0/go.mod h1:E5NNboN0UqSAki0Atn9kVwaN7I+l25gGxDqBueo/74E=
-go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.49.0 h1:4Pp6oUg3+e/6M4C0A/3kJ2VYa++dsWVTtGgLVj5xtHg=
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0 h1:rgMkmiGfix9vFJDcDi1PK8WEQP4FLQwLDfhp5ZLpFeE=
-go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.49.0/go.mod h1:Mjt1i1INqiaoZOMGR1RIUJN+i3ChKoFRqzrRQhlkbs0=
+go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0/go.mod h1:ijPqXp5P6IRRByFVVg9DY8P5HkxkHE5ARIa+86aXPf4=
 go.opentelemetry.io/otel v1.0.1/go.mod h1:OPEOD4jIT2SlZPMmwT6FqZz2C0ZNdQqiWcoK6M0SNFU=
-go.opentelemetry.io/otel v1.28.0 h1:/SqNcYk+idO0CxKEUOtKQClMK/MimZihKYMruSMViUo=
+go.opentelemetry.io/otel v1.34.0 h1:zRLXxLCgL1WyKsPVrgbSdMN4c0FMkDAskSTQP+0hdUY=
-go.opentelemetry.io/otel v1.28.0/go.mod h1:q68ijF8Fc8CnMHKyzqL6akLO46ePnjkgfIMIjUIX9z4=
+go.opentelemetry.io/otel v1.34.0/go.mod h1:OWFPOQ+h4G8xpyjgqo4SxJYdDQ/qmRH+wivy7zzx9oI=
 go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.0.1/go.mod h1:Kv8liBeVNFkkkbilbgWRpV+wWuu+H5xdOT6HAgd30iw=
 go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.20.0 h1:DeFD0VgTZ+Cj6hxravYYZE2W4GlneVH81iAOPjZkzk8=
 go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.20.0/go.mod h1:GijYcYmNpX1KazD5JmWGsi4P7dDTTTnfv1UbGn84MnU=
 go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.0.1/go.mod h1:xOvWoTOrQjxjW61xtOmD/WKGRYb/P4NzRo3bs65U6Rk=
 go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.20.0 h1:gvmNvqrPYovvyRmCSygkUDyL8lC5Tl845MLEwqpxhEU=
 go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.20.0/go.mod h1:vNUq47TGFioo+ffTSnKNdob241vePmtNZnAODKapKd0=
-go.opentelemetry.io/otel/metric v1.28.0 h1:f0HGvSl1KRAU1DLgLGFjrwVyismPlnuU6JD6bOeuA5Q=
+go.opentelemetry.io/otel/metric v1.34.0 h1:+eTR3U0MyfWjRDhmFMxe2SsW64QrZ84AOhvqS7Y+PoQ=
-go.opentelemetry.io/otel/metric v1.28.0/go.mod h1:Fb1eVBFZmLVTMb6PPohq3TO9IIhUisDsbJoL/+uQW4s=
+go.opentelemetry.io/otel/metric v1.34.0/go.mod h1:CEDrp0fy2D0MvkXE+dPV7cMi8tWZwX3dmaIhwPOaqHE=
 go.opentelemetry.io/otel/sdk v1.0.1/go.mod h1:HrdXne+BiwsOHYYkBE5ysIcv2bvdZstxzmCQhxTcZkI=
-go.opentelemetry.io/otel/sdk v1.28.0 h1:b9d7hIry8yZsgtbmM0DKyPWMMUMlK9NEKuIG4aBqWyE=
+go.opentelemetry.io/otel/sdk v1.34.0 h1:95zS4k/2GOy069d321O8jWgYsW3MzVV+KuSPKp7Wr1A=
-go.opentelemetry.io/otel/sdk v1.28.0/go.mod h1:oYj7ClPUA7Iw3m+r7GeEjz0qckQRJK2B8zjcZEfu7Pg=
+go.opentelemetry.io/otel/sdk v1.34.0/go.mod h1:0e/pNiaMAqaykJGKbi+tSjWfNNHMTxoC9qANsCzbyxU=
+go.opentelemetry.io/otel/sdk/metric v1.34.0 h1:5CeK9ujjbFVL5c1PhLuStg1wxA7vQv7ce1EK0Gyvahk=
+go.opentelemetry.io/otel/sdk/metric v1.34.0/go.mod h1:jQ/r8Ze28zRKoNRdkjCZxfs6YvBTG1+YIqyFVFYec5w=
 go.opentelemetry.io/otel/trace v1.0.1/go.mod h1:5g4i4fKLaX2BQpSBsxw8YYcgKpMMSW3x7ZTuYBr3sUk=
-go.opentelemetry.io/otel/trace v1.28.0 h1:GhQ9cUuQGmNDd5BTCP2dAvv75RdMxEfTmYejp+lkx9g=
+go.opentelemetry.io/otel/trace v1.34.0 h1:+ouXS2V8Rd4hp4580a8q23bg0azF2nI8cqLYnC8mh/k=
-go.opentelemetry.io/otel/trace v1.28.0/go.mod h1:jPyXzNPg6da9+38HEwElrQiHlVMTnVfM3/yv2OlIHaI=
+go.opentelemetry.io/otel/trace v1.34.0/go.mod h1:Svm7lSjQD7kG7KJ/MUHPVXSDGz2OX4h0M2jHBhmSfRE=
 go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI=
 go.opentelemetry.io/proto/otlp v0.9.0/go.mod h1:1vKfU9rv61e9EVGthD1zNvUbiwPcimSsOPU9brfSHJg=
 go.opentelemetry.io/proto/otlp v1.0.0 h1:T0TX0tmXU8a3CbNXzEKGeU5mIVOdf0oykP+u2lIVU/I=
@@ -577,8 +606,8 @@ golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPh
 golang.org/x/crypto v0.0.0-20210322153248-0c34fe9e7dc2/go.mod h1:T9bdIzuCu7OtxOm1hfPfRQxPLYneinmdGuTeoZ9dtd4=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
 golang.org/x/crypto v0.0.0-20220411220226-7b82a4e95df4/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
-golang.org/x/crypto v0.36.0 h1:AnAEvhDddvBdpY+uR+MyHmuZzzNqXSe/GvuDeob5L34=
+golang.org/x/crypto v0.45.0 h1:jMBrvKuj23MTlT0bQEOBcAE0mjg8mK9RXFhRH6nyF3Q=
-golang.org/x/crypto v0.36.0/go.mod h1:Y4J0ReaxCR1IMaabaSMugxJES1EpwhBHhv2bDHklZvc=
+golang.org/x/crypto v0.45.0/go.mod h1:XTGrrkGJve7CYK7J8PEww4aY7gM3qMCElcJQ8n8JdX4=
 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20190306152737-a1d7652674e8/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20190510132918-efd6b22b2522/go.mod h1:ZjyILWgesfNpC6sMxTJOJm9Kp84zZh5NQWvqDGG3Qr8=
@@ -632,8 +661,8 @@ golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v
 golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96bSt6lcn1PtDYWL6XObtHCRCNQM=
 golang.org/x/net v0.0.0-20211008194852-3b03d305991f/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
 golang.org/x/net v0.0.0-20211112202133-69e39bad7dc2/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
-golang.org/x/net v0.38.0 h1:vRMAPTMaeGqVhG5QyLJHqNDwecKTomGeqbnfZyKlBI8=
+golang.org/x/net v0.47.0 h1:Mx+4dIFzqraBXUugkia1OOvlD6LemFo1ALMHjrXDOhY=
-golang.org/x/net v0.38.0/go.mod h1:ivrbrMbzFq5J41QOQh0siUuly180yBYtLp+CKbEaFx8=
+golang.org/x/net v0.47.0/go.mod h1:/jNxtkgq5yWUGYkaZGqo27cfGZ1c5Nen03aYrrKpVRU=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
 golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
@@ -647,8 +676,8 @@ golang.org/x/sync v0.0.0-20190911185100-cd5d95a43a6e/go.mod h1:RxMgew5VJxzue5/jJ
 golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
-golang.org/x/sync v0.12.0 h1:MHc5BpPuC30uJk597Ri8TV3CNZcTLu6B6z4lJy+g6Jw=
+golang.org/x/sync v0.18.0 h1:kr88TuHDroi+UVf+0hZnirlk8o8T+4MrK6mr60WkH/I=
-golang.org/x/sync v0.12.0/go.mod h1:1dzgHSNfp02xaA81J2MS99Qcpr2w7fw1gpm99rleRqA=
+golang.org/x/sync v0.18.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
 golang.org/x/sys v0.0.0-20180823144017-11551d06cbcc/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20180905080454-ebe1bf3edb33/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
@@ -691,12 +720,13 @@ golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.0.0-20210630005230-0f9fa26af87c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20210927094055-39ccf1dd6fa6/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20211007075335-d3039528d8ac/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.0.0-20220128215802-99c3d69c2c27/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220209214540-3681064d5158/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.31.0 h1:ioabZlmFYtWhL+TRYpcnNlLwhyxaM9kWTDEmfnprqik=
+golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
-golang.org/x/sys v0.31.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
+golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.15.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.38.0 h1:3yZWxaJjBmCWXqhN1qh02AkOnCQ1poK6oF+a7xWL6Gc=
+golang.org/x/sys v0.38.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
@@ -705,14 +735,14 @@ golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.5/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
-golang.org/x/text v0.23.0 h1:D71I7dUrlY+VX0gQShAThNGHFxZ13dGLBHQLVl1mJlY=
+golang.org/x/text v0.31.0 h1:aC8ghyu4JhP8VojJ2lEHBnochRno1sgL6nEi9WGFGMM=
-golang.org/x/text v0.23.0/go.mod h1:/BLNzu4aZCJ1+kcD0DNRotWKage4q2rGVAg4o22unh4=
+golang.org/x/text v0.31.0/go.mod h1:tKRAlv61yKIjGGHX/4tP1LTbc13YSec1pxVEWXzfoeM=
 golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20201208040808-7e3f01d25324/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20210220033141-f8bda1e9f3ba/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
-golang.org/x/time v0.5.0 h1:o7cqy6amK/52YcAKIPlM3a+Fpj35zvRj2TP+e1xFSfk=
+golang.org/x/time v0.10.0 h1:3usCWA8tQn0L8+hFJQNgzpWbd89begxN66o1Ojdn5L4=
-golang.org/x/time v0.5.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
+golang.org/x/time v0.10.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/tools v0.0.0-20180221164845-07fd8470d635/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
 golang.org/x/tools v0.0.0-20181030221726-6c7e314b6563/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -768,12 +798,12 @@ google.golang.org/genproto v0.0.0-20200513103714-09dca8ec2884/go.mod h1:55QSHmfG
 google.golang.org/genproto v0.0.0-20200526211855-cb27e3aa2013/go.mod h1:NbSheEEYHJ7i3ixzK3sjbqSGDJWnxyFXZblF3eUsNvo=
 google.golang.org/genproto v0.0.0-20210602131652-f16073e35f0c/go.mod h1:UODoCrxHCcBojKKwX1terBiRUaqAsFqJiF615XL43r0=
 google.golang.org/genproto v0.0.0-20210624195500-8bfb893ecb84/go.mod h1:SzzZ/N+nwJDaO1kznhnlzqS8ocJICar6hYhVyhi++24=
-google.golang.org/genproto v0.0.0-20240624140628-dc46fd24d27d h1:PksQg4dV6Sem3/HkBX+Ltq8T0ke0PKIRBNBatoDTVls=
+google.golang.org/genproto v0.0.0-20250303144028-a0af3efb3deb h1:ITgPrl429bc6+2ZraNSzMDk3I95nmQln2fuPstKwFDE=
-google.golang.org/genproto v0.0.0-20240624140628-dc46fd24d27d/go.mod h1:s7iA721uChleev562UJO2OYB0PPT9CMFjV+Ce7VJH5M=
+google.golang.org/genproto v0.0.0-20250303144028-a0af3efb3deb/go.mod h1:sAo5UzpjUwgFBCzupwhcLcxHVDK7vG5IqI30YnwX2eE=
-google.golang.org/genproto/googleapis/api v0.0.0-20240617180043-68d350f18fd4 h1:MuYw1wJzT+ZkybKfaOXKp5hJiZDn2iHaXRw0mRYdHSc=
+google.golang.org/genproto/googleapis/api v0.0.0-20250303144028-a0af3efb3deb h1:p31xT4yrYrSM/G4Sn2+TNUkVhFCbG9y8itM2S6Th950=
-google.golang.org/genproto/googleapis/api v0.0.0-20240617180043-68d350f18fd4/go.mod h1:px9SlOOZBg1wM1zdnr8jEL4CNGUBZ+ZKYtNPApNQc4c=
+google.golang.org/genproto/googleapis/api v0.0.0-20250303144028-a0af3efb3deb/go.mod h1:jbe3Bkdp+Dh2IrslsFCklNhweNTBgSYanP1UXhJDhKg=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20240730163845-b1a4ccb954bf h1:liao9UHurZLtiEwBgT9LMOnKYsHze6eA6w1KQCMVN2Q=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250227231956-55c901821b1e h1:YA5lmSs3zc/5w+xsRcHqpETkaYyK63ivEPzNTcUUlSA=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20240730163845-b1a4ccb954bf/go.mod h1:Ue6ibwXGpU+dqIcODieyLOcgj7z8+IcskoNIgZxtrFY=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250227231956-55c901821b1e/go.mod h1:LuRYeWDFV6WOn90g357N17oMCaxpgCnbi/44qJvDn2I=
 google.golang.org/grpc v1.12.0/go.mod h1:yo6s7OP7yaDglbqo1J04qKzAhqBH6lvTonzMVmEdcZw=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.20.1/go.mod h1:10oTOabMzJvdu6/UiuZezV6QK5dSlG84ov/aaiqXj38=
@@ -788,8 +818,8 @@ google.golang.org/grpc v1.37.1/go.mod h1:NREThFqKR1f3iQ6oBuvc5LadQuXVGo9rkm5ZGrQ
 google.golang.org/grpc v1.38.0/go.mod h1:NREThFqKR1f3iQ6oBuvc5LadQuXVGo9rkm5ZGrQdJfM=
 google.golang.org/grpc v1.40.0/go.mod h1:ogyxbiOoUXAkP+4+xa6PZSE9DZgIHtSpzjDTB9KAK34=
 google.golang.org/grpc v1.41.0/go.mod h1:U3l9uK9J0sini8mHphKoXyaqDA/8VyGnDee1zzIUK6k=
-google.golang.org/grpc v1.65.0 h1:bs/cUb4lp1G5iImFFd3u5ixQzweKizoZJAwBNLR42lc=
+google.golang.org/grpc v1.71.0 h1:kF77BGdPTQ4/JZWMlb9VpJ5pa25aqvVqogsxNHHdeBg=
-google.golang.org/grpc v1.65.0/go.mod h1:WgYC2ypjlB0EiQi6wdKixMqukr6lBc0Vo+oOgjrM5ZQ=
+google.golang.org/grpc v1.71.0/go.mod h1:H0GRtasmQOh9LkFoCPDu3ZrwUtD1YGE+b2vYBYd/8Ec=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
 google.golang.org/protobuf v0.0.0-20200221191635-4d8936d0db64/go.mod h1:kwYJMbMJ01Woi6D6+Kah6886xMZcty6N08ah7+eCXa0=
 google.golang.org/protobuf v0.0.0-20200228230310-ab0ca4ff8a60/go.mod h1:cfTl7dwQJ+fmap5saPgwCLgHXTUD7jkjRqWcaiX5VyM=
@@ -802,8 +832,8 @@ google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlba
 google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
 google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
 google.golang.org/protobuf v1.27.1/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
-google.golang.org/protobuf v1.34.2 h1:6xV6lTsCfpGD21XK49h7MhtcApnLqkfYgPcdHftf6hg=
+google.golang.org/protobuf v1.36.5 h1:tPhr+woSbjfYvY6/GPufUoYizxw1cF/yFoxJ2fmpwlM=
-google.golang.org/protobuf v1.34.2/go.mod h1:qYOHts0dSfpeUzUFpOMr/WGzszTmLH+DiWniOlNbLDw=
+google.golang.org/protobuf v1.36.5/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
 gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
@@ -819,8 +849,9 @@ gopkg.in/inf.v0 v0.9.1/go.mod h1:cWUDdTG/fYaXco+Dcufb5Vnc6Gp2YChqWtbxRZE0mXw=
 gopkg.in/ini.v1 v1.51.0/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k=
 gopkg.in/ini.v1 v1.51.1/go.mod h1:pNLf8WUiyNEtQjuu5G5vTm06TEv9tsIgeAvK8hOrP4k=
 gopkg.in/mgo.v2 v2.0.0-20180705113604-9856a29383ce/go.mod h1:yeKp02qBN3iKW1OzL3MGk2IdtZzaj7SFntXj72NppTA=
-gopkg.in/natefinch/lumberjack.v2 v2.0.0 h1:1Lc07Kr7qY4U2YPouBjpCLxpiyxIVoxqXgkXLknAOE8=
 gopkg.in/natefinch/lumberjack.v2 v2.0.0/go.mod h1:l0ndWWf7gzL7RNwBG7wST/UCcT4T24xpD6X8LsfU/+k=
+gopkg.in/natefinch/lumberjack.v2 v2.2.1 h1:bBRl1b0OH9s/DuPhuXpNl+VtCaJXFZ5/uEFST95x9zc=
+gopkg.in/natefinch/lumberjack.v2 v2.2.1/go.mod h1:YD8tP3GAjkrDg1eZH7EGmyESg/lsYskCTPBJVb9jqSc=
 gopkg.in/resty.v1 v1.12.0/go.mod h1:mDo4pnntr5jdWRML875a/NmxYqAlA73dVijT2AXvQQo=
 gopkg.in/tomb.v1 v1.0.0-20141024135613-dd632973f1e7/go.mod h1:dt/ZhP58zS4L8KSrWDmTeBkI65Dw0HsyUHuEVlX15mw=
 gopkg.in/yaml.v2 v2.0.0-20170812160011-eb3733d160e7/go.mod h1:JAlM8MvJe8wmxCU4Bli9HhUf9+ttbYbLASfIpnQbh74=
@@ -843,9 +874,9 @@ honnef.co/go/tools v0.0.0-20190106161140-3f1c8253044a/go.mod h1:rf3lG4BRIbNafJWh
 honnef.co/go/tools v0.0.0-20190418001031-e561f6794a2a/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4=
 honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg=
-k8s.io/apimachinery v0.28.6 h1:RsTeR4z6S07srPg6XYrwXpTJVMXsjPXn0ODakMytSW0=
+k8s.io/apimachinery v0.32.3 h1:JmDuDarhDmA/Li7j3aPrwhpNBA94Nvk5zLeOge9HH1U=
-k8s.io/apimachinery v0.28.6/go.mod h1:QFNX/kCl/EMT2WTSz8k4WLCv2XnkOLMaL8GAVRMdpsA=
+k8s.io/apimachinery v0.32.3/go.mod h1:GpHVgxoKlTxClKcteaeuF1Ul/lDVb74KpZcxcmLDElE=
 rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8=
 sigs.k8s.io/yaml v1.2.0/go.mod h1:yfXDCHCao9+ENCvLSE62v9VSji2MKu5jeNfTrofGhJc=
-sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo=
+sigs.k8s.io/yaml v1.4.0 h1:Mk1wCc2gy/F0THH0TAp1QYyJNzRm2KCLy3o5ASXVI5E=
-sigs.k8s.io/yaml v1.3.0/go.mod h1:GeOyir5tyXNByN85N/dRIT9es5UQNerPYEKK56eTBm8=
+sigs.k8s.io/yaml v1.4.0/go.mod h1:Ejl7/uTz7PSA4eKMyQCUTnhZYNmLIl+5c2lQPGR2BPY=

client/milvusclient/mock_milvus_server_test.go

@@ -86,6 +86,65 @@ func (_c *MilvusServiceServer_AddCollectionField_Call) RunAndReturn(run func(con
 	return _c
 }
 
+// AddCollectionFunction provides a mock function with given fields: _a0, _a1
+func (_m *MilvusServiceServer) AddCollectionFunction(_a0 context.Context, _a1 *milvuspb.AddCollectionFunctionRequest) (*commonpb.Status, error) {
+	ret := _m.Called(_a0, _a1)
+
+	if len(ret) == 0 {
+		panic("no return value specified for AddCollectionFunction")
+	}
+
+	var r0 *commonpb.Status
+	var r1 error
+	if rf, ok := ret.Get(0).(func(context.Context, *milvuspb.AddCollectionFunctionRequest) (*commonpb.Status, error)); ok {
+		return rf(_a0, _a1)
+	}
+	if rf, ok := ret.Get(0).(func(context.Context, *milvuspb.AddCollectionFunctionRequest) *commonpb.Status); ok {
+		r0 = rf(_a0, _a1)
+	} else {
+		if ret.Get(0) != nil {
+			r0 = ret.Get(0).(*commonpb.Status)
+		}
+	}
+
+	if rf, ok := ret.Get(1).(func(context.Context, *milvuspb.AddCollectionFunctionRequest) error); ok {
+		r1 = rf(_a0, _a1)
+	} else {
+		r1 = ret.Error(1)
+	}
+
+	return r0, r1
+}
+
+// MilvusServiceServer_AddCollectionFunction_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'AddCollectionFunction'
+type MilvusServiceServer_AddCollectionFunction_Call struct {
+	*mock.Call
+}
+
+// AddCollectionFunction is a helper method to define mock.On call
+//   - _a0 context.Context
+//   - _a1 *milvuspb.AddCollectionFunctionRequest
+func (_e *MilvusServiceServer_Expecter) AddCollectionFunction(_a0 interface{}, _a1 interface{}) *MilvusServiceServer_AddCollectionFunction_Call {
+	return &MilvusServiceServer_AddCollectionFunction_Call{Call: _e.mock.On("AddCollectionFunction", _a0, _a1)}
+}
+
+func (_c *MilvusServiceServer_AddCollectionFunction_Call) Run(run func(_a0 context.Context, _a1 *milvuspb.AddCollectionFunctionRequest)) *MilvusServiceServer_AddCollectionFunction_Call {
+	_c.Call.Run(func(args mock.Arguments) {
+		run(args[0].(context.Context), args[1].(*milvuspb.AddCollectionFunctionRequest))
+	})
+	return _c
+}
+
+func (_c *MilvusServiceServer_AddCollectionFunction_Call) Return(_a0 *commonpb.Status, _a1 error) *MilvusServiceServer_AddCollectionFunction_Call {
+	_c.Call.Return(_a0, _a1)
+	return _c
+}
+
+func (_c *MilvusServiceServer_AddCollectionFunction_Call) RunAndReturn(run func(context.Context, *milvuspb.AddCollectionFunctionRequest) (*commonpb.Status, error)) *MilvusServiceServer_AddCollectionFunction_Call {
+	_c.Call.Return(run)
+	return _c
+}
+
 // AddFileResource provides a mock function with given fields: _a0, _a1
 func (_m *MilvusServiceServer) AddFileResource(_a0 context.Context, _a1 *milvuspb.AddFileResourceRequest) (*commonpb.Status, error) {
 	ret := _m.Called(_a0, _a1)
@@ -440,6 +499,65 @@ func (_c *MilvusServiceServer_AlterCollectionField_Call) RunAndReturn(run func(c
 	return _c
 }
 
+// AlterCollectionFunction provides a mock function with given fields: _a0, _a1
+func (_m *MilvusServiceServer) AlterCollectionFunction(_a0 context.Context, _a1 *milvuspb.AlterCollectionFunctionRequest) (*commonpb.Status, error) {
+	ret := _m.Called(_a0, _a1)
+
+	if len(ret) == 0 {
+		panic("no return value specified for AlterCollectionFunction")
+	}
+
+	var r0 *commonpb.Status
+	var r1 error
+	if rf, ok := ret.Get(0).(func(context.Context, *milvuspb.AlterCollectionFunctionRequest) (*commonpb.Status, error)); ok {
+		return rf(_a0, _a1)
+	}
+	if rf, ok := ret.Get(0).(func(context.Context, *milvuspb.AlterCollectionFunctionRequest) *commonpb.Status); ok {
+		r0 = rf(_a0, _a1)
+	} else {
+		if ret.Get(0) != nil {
+			r0 = ret.Get(0).(*commonpb.Status)
+		}
+	}
+
+	if rf, ok := ret.Get(1).(func(context.Context, *milvuspb.AlterCollectionFunctionRequest) error); ok {
+		r1 = rf(_a0, _a1)
+	} else {
+		r1 = ret.Error(1)
+	}
+
+	return r0, r1
+}
+
+// MilvusServiceServer_AlterCollectionFunction_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'AlterCollectionFunction'
+type MilvusServiceServer_AlterCollectionFunction_Call struct {
+	*mock.Call
+}
+
+// AlterCollectionFunction is a helper method to define mock.On call
+//   - _a0 context.Context
+//   - _a1 *milvuspb.AlterCollectionFunctionRequest
+func (_e *MilvusServiceServer_Expecter) AlterCollectionFunction(_a0 interface{}, _a1 interface{}) *MilvusServiceServer_AlterCollectionFunction_Call {
+	return &MilvusServiceServer_AlterCollectionFunction_Call{Call: _e.mock.On("AlterCollectionFunction", _a0, _a1)}
+}
+
+func (_c *MilvusServiceServer_AlterCollectionFunction_Call) Run(run func(_a0 context.Context, _a1 *milvuspb.AlterCollectionFunctionRequest)) *MilvusServiceServer_AlterCollectionFunction_Call {
+	_c.Call.Run(func(args mock.Arguments) {
+		run(args[0].(context.Context), args[1].(*milvuspb.AlterCollectionFunctionRequest))
+	})
+	return _c
+}
+
+func (_c *MilvusServiceServer_AlterCollectionFunction_Call) Return(_a0 *commonpb.Status, _a1 error) *MilvusServiceServer_AlterCollectionFunction_Call {
+	_c.Call.Return(_a0, _a1)
+	return _c
+}
+
+func (_c *MilvusServiceServer_AlterCollectionFunction_Call) RunAndReturn(run func(context.Context, *milvuspb.AlterCollectionFunctionRequest) (*commonpb.Status, error)) *MilvusServiceServer_AlterCollectionFunction_Call {
+	_c.Call.Return(run)
+	return _c
+}
+
 // AlterDatabase provides a mock function with given fields: _a0, _a1
 func (_m *MilvusServiceServer) AlterDatabase(_a0 context.Context, _a1 *milvuspb.AlterDatabaseRequest) (*commonpb.Status, error) {
 	ret := _m.Called(_a0, _a1)
@@ -2138,6 +2256,65 @@ func (_c *MilvusServiceServer_DropCollection_Call) RunAndReturn(run func(context
 	return _c
 }
 
+// DropCollectionFunction provides a mock function with given fields: _a0, _a1
+func (_m *MilvusServiceServer) DropCollectionFunction(_a0 context.Context, _a1 *milvuspb.DropCollectionFunctionRequest) (*commonpb.Status, error) {
+	ret := _m.Called(_a0, _a1)
+
+	if len(ret) == 0 {
+		panic("no return value specified for DropCollectionFunction")
+	}
+
+	var r0 *commonpb.Status
+	var r1 error
+	if rf, ok := ret.Get(0).(func(context.Context, *milvuspb.DropCollectionFunctionRequest) (*commonpb.Status, error)); ok {
+		return rf(_a0, _a1)
+	}
+	if rf, ok := ret.Get(0).(func(context.Context, *milvuspb.DropCollectionFunctionRequest) *commonpb.Status); ok {
+		r0 = rf(_a0, _a1)
+	} else {
+		if ret.Get(0) != nil {
+			r0 = ret.Get(0).(*commonpb.Status)
+		}
+	}
+
+	if rf, ok := ret.Get(1).(func(context.Context, *milvuspb.DropCollectionFunctionRequest) error); ok {
+		r1 = rf(_a0, _a1)
+	} else {
+		r1 = ret.Error(1)
+	}
+
+	return r0, r1
+}
+
+// MilvusServiceServer_DropCollectionFunction_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'DropCollectionFunction'
+type MilvusServiceServer_DropCollectionFunction_Call struct {
+	*mock.Call
+}
+
+// DropCollectionFunction is a helper method to define mock.On call
+//   - _a0 context.Context
+//   - _a1 *milvuspb.DropCollectionFunctionRequest
+func (_e *MilvusServiceServer_Expecter) DropCollectionFunction(_a0 interface{}, _a1 interface{}) *MilvusServiceServer_DropCollectionFunction_Call {
+	return &MilvusServiceServer_DropCollectionFunction_Call{Call: _e.mock.On("DropCollectionFunction", _a0, _a1)}
+}
+
+func (_c *MilvusServiceServer_DropCollectionFunction_Call) Run(run func(_a0 context.Context, _a1 *milvuspb.DropCollectionFunctionRequest)) *MilvusServiceServer_DropCollectionFunction_Call {
+	_c.Call.Run(func(args mock.Arguments) {
+		run(args[0].(context.Context), args[1].(*milvuspb.DropCollectionFunctionRequest))
+	})
+	return _c
+}
+
+func (_c *MilvusServiceServer_DropCollectionFunction_Call) Return(_a0 *commonpb.Status, _a1 error) *MilvusServiceServer_DropCollectionFunction_Call {
+	_c.Call.Return(_a0, _a1)
+	return _c
+}
+
+func (_c *MilvusServiceServer_DropCollectionFunction_Call) RunAndReturn(run func(context.Context, *milvuspb.DropCollectionFunctionRequest) (*commonpb.Status, error)) *MilvusServiceServer_DropCollectionFunction_Call {
+	_c.Call.Return(run)
+	return _c
+}
+
 // DropDatabase provides a mock function with given fields: _a0, _a1
 func (_m *MilvusServiceServer) DropDatabase(_a0 context.Context, _a1 *milvuspb.DropDatabaseRequest) (*commonpb.Status, error) {
 	ret := _m.Called(_a0, _a1)

client/milvusclient/read_example_test.go

@@ -403,3 +403,91 @@ func ExampleClient_HybridSearch() {
 		log.Println("Scores: ", resultSet.Scores)
 	}
 }
+
+func ExampleClient_Search_textMatch() {
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	collectionName := "text_min_match"
+	titleField := "title"
+	textField := "document_text"
+	titleSparse := "title_sparse_vector"
+	textSparse := "text_sparse_vector"
+	milvusAddr := "127.0.0.1:19530"
+
+	cli, err := milvusclient.New(ctx, &milvusclient.ClientConfig{
+		Address: milvusAddr,
+	})
+	if err != nil {
+		log.Fatal("failed to connect to milvus server: ", err.Error())
+	}
+	defer cli.Close(ctx)
+
+	_ = cli.DropCollection(ctx, milvusclient.NewDropCollectionOption(collectionName))
+
+	schema := entity.NewSchema().
+		WithField(entity.NewField().WithName("id").WithDataType(entity.FieldTypeInt64).WithIsPrimaryKey(true).WithIsAutoID(true)).
+		WithField(entity.NewField().WithName(titleField).WithDataType(entity.FieldTypeVarChar).WithMaxLength(512).WithEnableAnalyzer(true).WithEnableMatch(true)).
+		WithField(entity.NewField().WithName(textField).WithDataType(entity.FieldTypeVarChar).WithMaxLength(2048).WithEnableAnalyzer(true).WithEnableMatch(true)).
+		WithField(entity.NewField().WithName(titleSparse).WithDataType(entity.FieldTypeSparseVector)).
+		WithField(entity.NewField().WithName(textSparse).WithDataType(entity.FieldTypeSparseVector)).
+		WithFunction(entity.NewFunction().WithName("title_bm25_func").WithType(entity.FunctionTypeBM25).WithInputFields(titleField).WithOutputFields(titleSparse)).
+		WithFunction(entity.NewFunction().WithName("text_bm25_func").WithType(entity.FunctionTypeBM25).WithInputFields(textField).WithOutputFields(textSparse))
+
+	idxOpts := []milvusclient.CreateIndexOption{
+		milvusclient.NewCreateIndexOption(collectionName, titleField, index.NewInvertedIndex()),
+		milvusclient.NewCreateIndexOption(collectionName, textField, index.NewInvertedIndex()),
+		milvusclient.NewCreateIndexOption(collectionName, titleSparse, index.NewSparseInvertedIndex(entity.BM25, 0.2)),
+		milvusclient.NewCreateIndexOption(collectionName, textSparse, index.NewSparseInvertedIndex(entity.BM25, 0.2)),
+	}
+
+	err = cli.CreateCollection(ctx, milvusclient.NewCreateCollectionOption(collectionName, schema).WithIndexOptions(idxOpts...))
+	if err != nil {
+		log.Fatal("failed to create collection: ", err.Error())
+	}
+
+	_, err = cli.Insert(ctx, milvusclient.NewColumnBasedInsertOption(collectionName).
+		WithVarcharColumn(titleField, []string{
+			"History of AI",
+			"Alan Turing Biography",
+			"Machine Learning Overview",
+		}).
+		WithVarcharColumn(textField, []string{
+			"Artificial intelligence was founded in 1956 by computer scientists.",
+			"Alan Turing proposed early concepts of AI and machine learning.",
+			"Machine learning is a subset of artificial intelligence.",
+		}))
+	if err != nil {
+		log.Fatal("failed to insert data: ", err.Error())
+	}
+
+	task, err := cli.LoadCollection(ctx, milvusclient.NewLoadCollectionOption(collectionName))
+	if err != nil {
+		log.Fatal("failed to load collection: ", err.Error())
+	}
+	_ = task.Await(ctx)
+
+	q := "artificial intelligence"
+	expr := "text_match(" + titleField + ", \"" + q + "\", minimum_should_match=2) OR text_match(" + textField + ", \"" + q + "\", minimum_should_match=2)"
+
+	boost := entity.NewFunction().
+		WithName("title_boost").
+		WithType(entity.FunctionTypeRerank).
+		WithParam("reranker", "boost").
+		WithParam("filter", "text_match("+titleField+", \""+q+"\", minimum_should_match=2)").
+		WithParam("weight", "2.0")
+
+	vectors := []entity.Vector{entity.Text(q)}
+	rs, err := cli.Search(ctx, milvusclient.NewSearchOption(collectionName, 5, vectors).
+		WithANNSField(textSparse).
+		WithFilter(expr).
+		WithOutputFields("id", titleField, textField).
+		WithFunctionReranker(boost))
+	if err != nil {
+		log.Fatal("failed to search: ", err.Error())
+	}
+
+	for _, r := range rs {
+		_ = r.ResultCount
+	}
+}

client/milvusclient/read_test.go

@@ -191,6 +191,46 @@ func (s *ReadSuite) TestSearch() {
 	})
 }
 
+// TestSearch_TextMatch tests the text match search functionality.
+// It tests the minimum_should_match parameter in the expression.
+func (s *ReadSuite) TestSearch_TextMatch() {
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	s.Run("min_should_match_in_expr", func() {
+		collectionName := fmt.Sprintf("coll_%s", s.randString(6))
+		s.setupCache(collectionName, s.schema)
+
+		s.mock.EXPECT().Search(mock.Anything, mock.Anything).RunAndReturn(func(ctx context.Context, sr *milvuspb.SearchRequest) (*milvuspb.SearchResults, error) {
+			// ensure the expression contains minimum_should_match and both fields
+			s.Contains(sr.GetDsl(), "minimum_should_match=2")
+			s.Contains(sr.GetDsl(), "text_match(")
+			return &milvuspb.SearchResults{
+				Status: merr.Success(),
+				Results: &schemapb.SearchResultData{
+					NumQueries: 1,
+					TopK:       1,
+					FieldsData: []*schemapb.FieldData{
+						s.getInt64FieldData("ID", []int64{1}),
+					},
+					Ids:    &schemapb.IDs{IdField: &schemapb.IDs_IntId{IntId: &schemapb.LongArray{Data: []int64{1}}}},
+					Scores: []float32{0.1},
+					Topks:  []int64{1},
+				},
+			}, nil
+		}).Once()
+
+		q := "artificial intelligence"
+		expr := "text_match(title, \"" + q + "\", minimum_should_match=2) OR text_match(document_text, \"" + q + "\", minimum_should_match=2)"
+		vectors := []entity.Vector{entity.Text(q)}
+		_, err := s.client.Search(ctx, NewSearchOption(collectionName, 5, vectors).
+			WithANNSField("text_sparse_vector").
+			WithFilter(expr).
+			WithOutputFields("ID"))
+		s.NoError(err)
+	})
+}
+
 func (s *ReadSuite) TestHybridSearch() {
 	ctx, cancel := context.WithCancel(context.Background())
 	defer cancel()

client/milvusclient/replicate.go

@@ -26,10 +26,7 @@ func (c *Client) UpdateReplicateConfiguration(ctx context.Context, config *commo
 }
 
 // GetReplicateInfo gets replicate information from the Milvus cluster
-func (c *Client) GetReplicateInfo(ctx context.Context, sourceClusterID string, opts ...grpc.CallOption) (*milvuspb.GetReplicateInfoResponse, error) {
+func (c *Client) GetReplicateInfo(ctx context.Context, req *milvuspb.GetReplicateInfoRequest, opts ...grpc.CallOption) (*milvuspb.GetReplicateInfoResponse, error) {
-	req := &milvuspb.GetReplicateInfoRequest{
-		SourceClusterId: sourceClusterID,
-	}
 	var resp *milvuspb.GetReplicateInfoResponse
 	err := c.callService(func(milvusService milvuspb.MilvusServiceClient) error {
 		var err error

client/milvusclient/replicate_example_test.go

@@ -21,6 +21,7 @@ import (
 	"context"
 	"log"
 
+	"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
 	"github.com/milvus-io/milvus/client/v2/milvusclient"
 )
 
@@ -81,13 +82,16 @@ func ExampleClient_GetReplicateInfo() {
 	}
 
 	// Get replicate information for a specific source cluster
-	resp, err := cli.GetReplicateInfo(ctx, "source-cluster")
+	resp, err := cli.GetReplicateInfo(ctx, &milvuspb.GetReplicateInfoRequest{
+		SourceClusterId: "source-cluster",
+		TargetPchannel:  "source-channel-dml_0",
+	})
 	if err != nil {
 		log.Printf("Failed to get replicate information: %v", err)
 		return
 	}
 
-	log.Printf("Replicate information retrieved successfully, checkpoint count: %d", len(resp.GetCheckpoints()))
+	log.Printf("Replicate information retrieved successfully, checkpoint: %v", resp.GetCheckpoint())
 }
 
 func ExampleClient_CreateReplicateStream() {

cmd/milvus/mck.go

@@ -216,7 +216,7 @@ func (c *mck) connectEctd() {
 	var err error
 	log := log.Ctx(context.TODO())
 	if c.etcdIP != "" {
-		etcdCli, err = etcd.GetRemoteEtcdClient([]string{c.etcdIP})
+		etcdCli, err = etcd.GetRemoteEtcdClient([]string{c.etcdIP}, c.params.EtcdCfg.ClientOptions()...)
 	} else {
 		etcdCli, err = etcd.CreateEtcdClient(
 			c.params.EtcdCfg.UseEmbedEtcd.GetAsBool(),
@@ -228,7 +228,8 @@ func (c *mck) connectEctd() {
 			c.params.EtcdCfg.EtcdTLSCert.GetValue(),
 			c.params.EtcdCfg.EtcdTLSKey.GetValue(),
 			c.params.EtcdCfg.EtcdTLSCACert.GetValue(),
-			c.params.EtcdCfg.EtcdTLSMinVersion.GetValue())
+			c.params.EtcdCfg.EtcdTLSMinVersion.GetValue(),
+			c.params.EtcdCfg.ClientOptions()...)
 	}
 	if err != nil {
 		log.Fatal("failed to connect to etcd", zap.Error(err))

cmd/milvus/util.go

@@ -21,7 +21,6 @@ import (
 
 	"github.com/milvus-io/milvus/cmd/roles"
 	"github.com/milvus-io/milvus/internal/util/sessionutil"
-	"github.com/milvus-io/milvus/internal/util/streamingutil"
 	"github.com/milvus-io/milvus/pkg/v2/log"
 	"github.com/milvus-io/milvus/pkg/v2/util/etcd"
 	"github.com/milvus-io/milvus/pkg/v2/util/hardware"
@@ -138,7 +137,7 @@ func GetMilvusRoles(args []string, flags *flag.FlagSet) *roles.MilvusRoles {
 	case typeutil.DataNodeRole:
 		role.EnableDataNode = true
 	case typeutil.StreamingNodeRole:
-		streamingutil.EnableEmbededQueryNode()
+		sessionutil.EnableEmbededQueryNodeLabel()
 		role.EnableStreamingNode = true
 		role.EnableQueryNode = true
 	case typeutil.StandaloneRole, typeutil.EmbeddedRole:
@@ -149,9 +148,9 @@ func GetMilvusRoles(args []string, flags *flag.FlagSet) *roles.MilvusRoles {
 		role.EnableStreamingNode = true
 		role.Local = true
 		role.Embedded = serverType == typeutil.EmbeddedRole
+		sessionutil.EnableStandaloneLabel()
 	case typeutil.MixCoordRole:
 		role.EnableMixCoord = true
-
 	case typeutil.MixtureRole:
 		role.EnableRootCoord = enableRootCoord
 		role.EnableQueryCoord = enableQueryCoord
@@ -162,7 +161,7 @@ func GetMilvusRoles(args []string, flags *flag.FlagSet) *roles.MilvusRoles {
 		role.EnableStreamingNode = enableStreamingNode
 		if enableStreamingNode && !enableQueryNode {
 			role.EnableQueryNode = true
-			streamingutil.EnableEmbededQueryNode()
+			sessionutil.EnableEmbededQueryNodeLabel()
 		}
 
 	case typeutil.CDCRole:

cmd/roles/roles.go

@@ -21,12 +21,14 @@ import (
 	"fmt"
 	"os"
 	"os/signal"
+	"reflect"
 	"runtime/debug"
 	"strings"
 	"sync"
 	"syscall"
 	"time"
 
+	"github.com/cockroachdb/errors"
 	"github.com/prometheus/client_golang/prometheus"
 	"github.com/prometheus/client_golang/prometheus/promhttp"
 	"github.com/samber/lo"
@@ -50,10 +52,10 @@ import (
 	rocksmqimpl "github.com/milvus-io/milvus/pkg/v2/mq/mqimpl/rocksmq/server"
 	"github.com/milvus-io/milvus/pkg/v2/streaming/util/message"
 	"github.com/milvus-io/milvus/pkg/v2/tracer"
+	"github.com/milvus-io/milvus/pkg/v2/util/conc"
 	"github.com/milvus-io/milvus/pkg/v2/util/etcd"
 	"github.com/milvus-io/milvus/pkg/v2/util/expr"
 	"github.com/milvus-io/milvus/pkg/v2/util/gc"
-	"github.com/milvus-io/milvus/pkg/v2/util/generic"
 	"github.com/milvus-io/milvus/pkg/v2/util/logutil"
 	"github.com/milvus-io/milvus/pkg/v2/util/metricsinfo"
 	"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
@@ -106,38 +108,42 @@ func cleanLocalDir(path string) {
 
 func runComponent[T component](ctx context.Context,
 	localMsg bool,
-	runWg *sync.WaitGroup,
 	creator func(context.Context, dependency.Factory) (T, error),
 	metricRegister func(*prometheus.Registry),
-) component {
+) *conc.Future[component] {
-	var role T
-
 	sign := make(chan struct{})
-	go func() {
+	future := conc.Go(func() (component, error) {
-		factory := dependency.NewFactory(localMsg)
+		// Wrap the creation and preparation phase to enable concurrent component startup
-		var err error
+		prepareFunc := func() (component, error) {
-		role, err = creator(ctx, factory)
+			defer close(sign)
+			factory := dependency.NewFactory(localMsg)
+			var err error
+			role, err := creator(ctx, factory)
+			if err != nil {
+				return nil, errors.Wrap(err, "create component failed")
+			}
+			if err := role.Prepare(); err != nil {
+				return nil, errors.Wrap(err, "prepare component failed")
+			}
+			healthz.Register(role)
+			metricRegister(Registry.GoRegistry)
+			return role, nil
+		}
+
+		role, err := prepareFunc()
 		if err != nil {
-			panic(err)
+			return nil, err
 		}
-		if err := role.Prepare(); err != nil {
+
-			panic(err)
+		// Run() executes after sign is closed, allowing components to start concurrently
-		}
-		close(sign)
 		if err := role.Run(); err != nil {
-			panic(err)
+			return nil, errors.Wrap(err, "run component failed")
 		}
-		runWg.Done()
+		return role, nil
-	}()
+	})
 
 	<-sign
-
+	return future
-	healthz.Register(role)
-	metricRegister(Registry.GoRegistry)
-	if generic.IsZero(role) {
-		return nil
-	}
-	return role
 }
 
 // MilvusRoles decides which components are brought up with Milvus.
@@ -177,18 +183,15 @@ func (mr *MilvusRoles) printLDPreLoad() {
 	}
 }
 
-func (mr *MilvusRoles) runProxy(ctx context.Context, localMsg bool, wg *sync.WaitGroup) component {
+func (mr *MilvusRoles) runProxy(ctx context.Context, localMsg bool) *conc.Future[component] {
-	wg.Add(1)
+	return runComponent(ctx, localMsg, components.NewProxy, metrics.RegisterProxy)
-	return runComponent(ctx, localMsg, wg, components.NewProxy, metrics.RegisterProxy)
 }
 
-func (mr *MilvusRoles) runMixCoord(ctx context.Context, localMsg bool, wg *sync.WaitGroup) component {
+func (mr *MilvusRoles) runMixCoord(ctx context.Context, localMsg bool) *conc.Future[component] {
-	wg.Add(1)
+	return runComponent(ctx, localMsg, components.NewMixCoord, metrics.RegisterMixCoord)
-	return runComponent(ctx, localMsg, wg, components.NewMixCoord, metrics.RegisterMixCoord)
 }
 
-func (mr *MilvusRoles) runQueryNode(ctx context.Context, localMsg bool, wg *sync.WaitGroup) component {
+func (mr *MilvusRoles) runQueryNode(ctx context.Context, localMsg bool) *conc.Future[component] {
-	wg.Add(1)
 	// clear local storage
 	queryDataLocalPath := pathutil.GetPath(pathutil.RootCachePath, 0)
 	if !paramtable.Get().CommonCfg.EnablePosixMode.GetAsBool() {
@@ -196,22 +199,72 @@ func (mr *MilvusRoles) runQueryNode(ctx context.Context, localMsg bool, wg *sync
 		// under posix mode, this clean task will be done by mixcoord
 		cleanLocalDir(queryDataLocalPath)
 	}
-	return runComponent(ctx, localMsg, wg, components.NewQueryNode, metrics.RegisterQueryNode)
+	return runComponent(ctx, localMsg, components.NewQueryNode, metrics.RegisterQueryNode)
 }
 
-func (mr *MilvusRoles) runStreamingNode(ctx context.Context, localMsg bool, wg *sync.WaitGroup) component {
+func (mr *MilvusRoles) runStreamingNode(ctx context.Context, localMsg bool) *conc.Future[component] {
-	wg.Add(1)
+	return runComponent(ctx, localMsg, components.NewStreamingNode, metrics.RegisterStreamingNode)
-	return runComponent(ctx, localMsg, wg, components.NewStreamingNode, metrics.RegisterStreamingNode)
 }
 
-func (mr *MilvusRoles) runDataNode(ctx context.Context, localMsg bool, wg *sync.WaitGroup) component {
+func (mr *MilvusRoles) runDataNode(ctx context.Context, localMsg bool) *conc.Future[component] {
-	wg.Add(1)
+	return runComponent(ctx, localMsg, components.NewDataNode, metrics.RegisterDataNode)
-	return runComponent(ctx, localMsg, wg, components.NewDataNode, metrics.RegisterDataNode)
 }
 
-func (mr *MilvusRoles) runCDC(ctx context.Context, localMsg bool, wg *sync.WaitGroup) component {
+func (mr *MilvusRoles) runCDC(ctx context.Context, localMsg bool) *conc.Future[component] {
-	wg.Add(1)
+	return runComponent(ctx, localMsg, components.NewCDC, metrics.RegisterCDC)
-	return runComponent(ctx, localMsg, wg, components.NewCDC, metrics.RegisterCDC)
+}
+
+// waitForAllComponentsReady waits for all components to be ready.
+// It will return an error if any component is not ready before closing with a fast fail strategy.
+// It will return a map of components that are ready.
+func (mr *MilvusRoles) waitForAllComponentsReady(cancel context.CancelFunc, componentFutureMap map[string]*conc.Future[component]) (map[string]component, error) {
+	roles := make([]string, 0, len(componentFutureMap))
+	futures := make([]*conc.Future[component], 0, len(componentFutureMap))
+	for role, future := range componentFutureMap {
+		roles = append(roles, role)
+		futures = append(futures, future)
+	}
+	selectCases := make([]reflect.SelectCase, 1+len(componentFutureMap))
+	selectCases[0] = reflect.SelectCase{
+		Dir:  reflect.SelectRecv,
+		Chan: reflect.ValueOf(mr.closed),
+	}
+	for i, future := range futures {
+		selectCases[i+1] = reflect.SelectCase{
+			Dir:  reflect.SelectRecv,
+			Chan: reflect.ValueOf(future.Inner()),
+		}
+	}
+	componentMap := make(map[string]component, len(componentFutureMap))
+	readyCount := 0
+	for {
+		index, _, _ := reflect.Select(selectCases)
+		if index == 0 {
+			cancel()
+			log.Warn("components are not ready before closing, wait for the start of components to be canceled...")
+			return nil, context.Canceled
+		} else {
+			role := roles[index-1]
+			component, err := futures[index-1].Await()
+			readyCount++
+			if err != nil {
+				cancel()
+				log.Warn("component is not ready before closing", zap.String("role", role), zap.Error(err))
+				return nil, err
+			} else {
+				componentMap[role] = component
+				log.Info("component is ready", zap.String("role", role))
+			}
+		}
+		selectCases[index] = reflect.SelectCase{
+			Dir:  reflect.SelectRecv,
+			Chan: reflect.ValueOf(nil),
+		}
+		if readyCount == len(componentFutureMap) {
+			break
+		}
+	}
+	return componentMap, nil
 }
 
 func (mr *MilvusRoles) setupLogger() {
@@ -227,6 +280,13 @@ func (mr *MilvusRoles) setupLogger() {
 			MaxDays:    params.LogCfg.MaxAge.GetAsInt(),
 			MaxBackups: params.LogCfg.MaxBackups.GetAsInt(),
 		},
+		AsyncWriteEnable:         params.LogCfg.AsyncWriteEnable.GetAsBool(),
+		AsyncWriteFlushInterval:  params.LogCfg.AsyncWriteFlushInterval.GetAsDurationByParse(),
+		AsyncWriteDroppedTimeout: params.LogCfg.AsyncWriteDroppedTimeout.GetAsDurationByParse(),
+		AsyncWriteStopTimeout:    params.LogCfg.AsyncWriteStopTimeout.GetAsDurationByParse(),
+		AsyncWritePendingLength:  params.LogCfg.AsyncWritePendingLength.GetAsInt(),
+		AsyncWriteBufferSize:     int(params.LogCfg.AsyncWriteBufferSize.GetAsSize()),
+		AsyncWriteMaxBytesPerLog: int(params.LogCfg.AsyncWriteMaxBytesPerLog.GetAsSize()),
 	}
 	id := paramtable.GetNodeID()
 	roleName := paramtable.GetRole()
@@ -238,6 +298,7 @@ func (mr *MilvusRoles) setupLogger() {
 	}
 
 	logutil.SetupLogger(&logConfig)
+
 	params.Watch(params.LogCfg.Level.Key, config.NewHandler("log.level", func(event *config.Event) {
 		if !event.HasUpdated || event.EventType == config.DeleteType {
 			return
@@ -361,14 +422,6 @@ func (mr *MilvusRoles) Run() {
 	// init tracer before run any component
 	tracer.Init()
 
-	// Initialize streaming service if enabled.
-
-	if mr.ServerType == typeutil.StandaloneRole || !mr.EnableDataNode {
-		// only datanode does not init streaming service
-		streaming.Init()
-		defer streaming.Release()
-	}
-
 	enableComponents := []bool{
 		mr.EnableProxy,
 		mr.EnableQueryNode,
@@ -388,6 +441,8 @@ func (mr *MilvusRoles) Run() {
 	expr.Init()
 	expr.Register("param", paramtable.Get())
 	mr.setupLogger()
+	defer log.Cleanup()
+
 	http.ServeHTTP()
 	setupPrometheusHTTPServer(Registry)
 
@@ -403,51 +458,59 @@ func (mr *MilvusRoles) Run() {
 		}
 	}
 
-	var wg sync.WaitGroup
+	// Initialize streaming service if enabled.
-	local := mr.Local
+	if mr.ServerType == typeutil.StandaloneRole || !mr.EnableDataNode {
+		// only datanode does not init streaming service
+		streaming.Init()
+		defer streaming.Release()
+	}
 
-	componentMap := make(map[string]component)
+	local := mr.Local
-	var mixCoord component
+	componentFutureMap := make(map[string]*conc.Future[component])
-	var proxy, dataNode, queryNode, streamingNode, cdc component
 
 	if (mr.EnableRootCoord && mr.EnableDataCoord && mr.EnableQueryCoord) || mr.EnableMixCoord {
 		paramtable.SetLocalComponentEnabled(typeutil.MixCoordRole)
-		mixCoord = mr.runMixCoord(ctx, local, &wg)
+		mixCoord := mr.runMixCoord(ctx, local)
-		componentMap[typeutil.MixCoordRole] = mixCoord
+		componentFutureMap[typeutil.MixCoordRole] = mixCoord
 	}
 
 	if mr.EnableQueryNode {
 		paramtable.SetLocalComponentEnabled(typeutil.QueryNodeRole)
-		queryNode = mr.runQueryNode(ctx, local, &wg)
+		queryNode := mr.runQueryNode(ctx, local)
-		componentMap[typeutil.QueryNodeRole] = queryNode
+		componentFutureMap[typeutil.QueryNodeRole] = queryNode
 	}
 
 	if mr.EnableDataNode {
 		paramtable.SetLocalComponentEnabled(typeutil.DataNodeRole)
-		dataNode = mr.runDataNode(ctx, local, &wg)
+		dataNode := mr.runDataNode(ctx, local)
-		componentMap[typeutil.DataNodeRole] = dataNode
+		componentFutureMap[typeutil.DataNodeRole] = dataNode
 	}
 
 	if mr.EnableProxy {
 		paramtable.SetLocalComponentEnabled(typeutil.ProxyRole)
-		proxy = mr.runProxy(ctx, local, &wg)
+		proxy := mr.runProxy(ctx, local)
-		componentMap[typeutil.ProxyRole] = proxy
+		componentFutureMap[typeutil.ProxyRole] = proxy
 	}
 
 	if mr.EnableStreamingNode {
 		// Before initializing the local streaming node, make sure the local registry is ready.
 		paramtable.SetLocalComponentEnabled(typeutil.StreamingNodeRole)
-		streamingNode = mr.runStreamingNode(ctx, local, &wg)
+		streamingNode := mr.runStreamingNode(ctx, local)
-		componentMap[typeutil.StreamingNodeRole] = streamingNode
+		componentFutureMap[typeutil.StreamingNodeRole] = streamingNode
 	}
 
 	if mr.EnableCDC {
 		paramtable.SetLocalComponentEnabled(typeutil.CDCRole)
-		cdc = mr.runCDC(ctx, local, &wg)
+		cdc := mr.runCDC(ctx, local)
-		componentMap[typeutil.CDCRole] = cdc
+		componentFutureMap[typeutil.CDCRole] = cdc
 	}
 
-	wg.Wait()
+	componentMap, err := mr.waitForAllComponentsReady(cancel, componentFutureMap)
+	if err != nil {
+		log.Warn("Failed to wait for all components ready", zap.Error(err))
+		return
+	}
+	log.Info("All components are ready", zap.Strings("roles", lo.Keys(componentMap)))
 
 	http.RegisterStopComponent(func(role string) error {
 		if len(role) == 0 || componentMap[role] == nil {
@@ -478,7 +541,7 @@ func (mr *MilvusRoles) Run() {
 
 		exp, err := tracer.CreateTracerExporter(params)
 		if err != nil {
-			log.Warn("Init tracer faield", zap.Error(err))
+			log.Warn("Init tracer failed", zap.Error(err))
 			return
 		}
 
@@ -505,6 +568,13 @@ func (mr *MilvusRoles) Run() {
 
 	<-mr.closed
 
+	mixCoord := componentMap[typeutil.MixCoordRole]
+	streamingNode := componentMap[typeutil.StreamingNodeRole]
+	queryNode := componentMap[typeutil.QueryNodeRole]
+	dataNode := componentMap[typeutil.DataNodeRole]
+	cdc := componentMap[typeutil.CDCRole]
+	proxy := componentMap[typeutil.ProxyRole]
+
 	// stop coordinators first
 	coordinators := []component{mixCoord}
 	for idx, coord := range coordinators {

cmd/tools/exprparser/main.go

@@ -0,0 +1,115 @@
+package main
+
+import (
+	"bufio"
+	"encoding/base64"
+	"encoding/json"
+	"fmt"
+	"io"
+	"os"
+	"strings"
+
+	"google.golang.org/protobuf/proto"
+
+	schemapb "github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
+	"github.com/milvus-io/milvus/internal/parser/planparserv2"
+	_ "github.com/milvus-io/milvus/pkg/v2/proto/planpb"
+	"github.com/milvus-io/milvus/pkg/v2/util/typeutil"
+)
+
+type parseRequest struct {
+	ID        string `json:"id"`
+	Op        string `json:"op"`
+	SchemaB64 string `json:"schema_b64"`
+	Expr      string `json:"expr"`
+	Options   struct {
+		IsCount bool  `json:"is_count"`
+		Limit   int64 `json:"limit"`
+	} `json:"options"`
+}
+
+type parseResponse struct {
+	ID      string `json:"id"`
+	OK      bool   `json:"ok"`
+	PlanB64 string `json:"plan_b64,omitempty"`
+	Error   string `json:"error,omitempty"`
+}
+
+func handle(line string) parseResponse {
+	line = strings.TrimSpace(line)
+	if line == "" {
+		return parseResponse{ID: "", OK: false, Error: "empty line"}
+	}
+
+	var req parseRequest
+	if err := json.Unmarshal([]byte(line), &req); err != nil {
+		return parseResponse{ID: req.ID, OK: false, Error: fmt.Sprintf("invalid json: %v", err)}
+	}
+	if req.Op != "parse_expr" {
+		return parseResponse{ID: req.ID, OK: false, Error: "unsupported op"}
+	}
+	if req.SchemaB64 == "" {
+		return parseResponse{ID: req.ID, OK: false, Error: "missing schema_b64"}
+	}
+	if req.Expr == "" {
+		return parseResponse{ID: req.ID, OK: false, Error: "missing expr"}
+	}
+
+	schemaBytes, err := base64.StdEncoding.DecodeString(req.SchemaB64)
+	if err != nil {
+		return parseResponse{ID: req.ID, OK: false, Error: fmt.Sprintf("decode schema_b64 failed: %v", err)}
+	}
+	var schema schemapb.CollectionSchema
+	if err := proto.Unmarshal(schemaBytes, &schema); err != nil {
+		return parseResponse{ID: req.ID, OK: false, Error: fmt.Sprintf("unmarshal schema failed: %v", err)}
+	}
+
+	helper, err := typeutil.CreateSchemaHelper(&schema)
+	if err != nil {
+		return parseResponse{ID: req.ID, OK: false, Error: fmt.Sprintf("schema helper error: %v", err)}
+	}
+
+	planNode, err := planparserv2.CreateRetrievePlan(helper, req.Expr, nil)
+	if err != nil {
+		return parseResponse{ID: req.ID, OK: false, Error: fmt.Sprintf("parse error: %v", err)}
+	}
+
+	// Apply options if provided
+	if q := planNode.GetQuery(); q != nil {
+		q.IsCount = req.Options.IsCount
+		if req.Options.Limit > 0 {
+			q.Limit = req.Options.Limit
+		}
+	}
+
+	planBytes, err := proto.Marshal(planNode)
+	if err != nil {
+		return parseResponse{ID: req.ID, OK: false, Error: fmt.Sprintf("marshal plan failed: %v", err)}
+	}
+	return parseResponse{ID: req.ID, OK: true, PlanB64: base64.StdEncoding.EncodeToString(planBytes)}
+}
+
+func writeResp(w *bufio.Writer, resp parseResponse) {
+	b, _ := json.Marshal(resp)
+	_, _ = w.Write(b)
+	_ = w.WriteByte('\n')
+	_ = w.Flush()
+}
+
+func main() {
+	in := bufio.NewScanner(os.Stdin)
+	buf := make([]byte, 0, 1024*1024)
+	in.Buffer(buf, 16*1024*1024)
+	w := bufio.NewWriter(os.Stdout)
+
+	for {
+		if !in.Scan() {
+			if err := in.Err(); err != nil && err != io.EOF {
+				writeResp(w, parseResponse{ID: "", OK: false, Error: fmt.Sprintf("scan error: %v", err)})
+			}
+			break
+		}
+		resp := handle(in.Text())
+		writeResp(w, resp)
+	}
+}

cmd/tools/migration/backend/etcd.go

@@ -32,7 +32,8 @@ func newEtcdBasedBackend(cfg *configs.MilvusConfig) (*etcdBasedBackend, error) {
 		cfg.EtcdCfg.EtcdTLSCert.GetValue(),
 		cfg.EtcdCfg.EtcdTLSKey.GetValue(),
 		cfg.EtcdCfg.EtcdTLSCACert.GetValue(),
-		cfg.EtcdCfg.EtcdTLSMinVersion.GetValue())
+		cfg.EtcdCfg.EtcdTLSMinVersion.GetValue(),
+		cfg.EtcdCfg.ClientOptions()...)
 	if err != nil {
 		return nil, err
 	}

cmd/tools/migration/migration/runner.go

@@ -49,12 +49,12 @@ func (r *Runner) watchByPrefix(prefix string) {
 	_, revision, err := r.session.GetSessions(prefix)
 	fn := func() { r.Stop() }
 	console.AbnormalExitIf(err, r.backupFinished.Load(), console.AddCallbacks(fn))
-	eventCh := r.session.WatchServices(prefix, revision, nil)
+	watcher := r.session.WatchServices(prefix, revision, nil)
 	for {
 		select {
 		case <-r.ctx.Done():
 			return
-		case event := <-eventCh:
+		case event := <-watcher.EventChannel():
 			msg := fmt.Sprintf("session up/down, exit migration, event type: %s, session: %s", event.EventType.String(), event.Session.String())
 			console.AbnormalExit(r.backupFinished.Load(), msg, console.AddCallbacks(fn))
 		}
@@ -79,7 +79,8 @@ func (r *Runner) initEtcdCli() {
 		r.cfg.EtcdCfg.EtcdTLSCert.GetValue(),
 		r.cfg.EtcdCfg.EtcdTLSKey.GetValue(),
 		r.cfg.EtcdCfg.EtcdTLSCACert.GetValue(),
-		r.cfg.EtcdCfg.EtcdTLSMinVersion.GetValue())
+		r.cfg.EtcdCfg.EtcdTLSMinVersion.GetValue(),
+		r.cfg.EtcdCfg.ClientOptions()...)
 	console.AbnormalExitIf(err, r.backupFinished.Load())
 	r.etcdCli = cli
 }
@@ -164,7 +165,6 @@ func (r *Runner) CheckSessions() error {
 
 func (r *Runner) RegisterSession() error {
 	r.session.Register()
-	r.session.LivenessCheck(r.ctx, func() {})
 	return nil
 }
 
@@ -245,7 +245,7 @@ func (r *Runner) waitUntilSessionExpired() {
 }
 
 func (r *Runner) Stop() {
-	r.session.Revoke(time.Second)
+	r.session.Stop()
 	r.waitUntilSessionExpired()
 	r.cancel()
 	r.wg.Wait()

cmd/tools/migration/mmap/mmap_230_240.go

@@ -19,6 +19,7 @@ import (
 // Therefore, we need to read configs from 2.3.x and modify meta data if necessary.
 type MmapMigration struct {
 	rootcoordMeta    rootcoord.IMetaTable
+	rootCoordCatalog metastore.RootCoordCatalog
 	tsoAllocator     tso.Allocator
 	datacoordCatalog metastore.DataCoordCatalog
 }
@@ -58,8 +59,7 @@ func (m *MmapMigration) MigrateRootCoordCollection(ctx context.Context) {
 
 			newColl.Properties = updateOrAddMmapKey(newColl.Properties, common.MmapEnabledKey, "true")
 			fmt.Printf("migrate collection %v, %s\n", collection.CollectionID, collection.Name)
-
+			if err := m.rootCoordCatalog.AlterCollection(ctx, collection, newColl, metastore.MODIFY, ts, false); err != nil {
-			if err := m.rootcoordMeta.AlterCollection(ctx, collection, newColl, ts, false); err != nil {
 				panic(err)
 			}
 		}
@@ -100,9 +100,10 @@ func (m *MmapMigration) MigrateIndexCoordCollection(ctx context.Context) {
 	}
 }
 
-func NewMmapMigration(rootcoordMeta rootcoord.IMetaTable, tsoAllocator tso.Allocator, datacoordCatalog metastore.DataCoordCatalog) *MmapMigration {
+func NewMmapMigration(rootcoordMeta rootcoord.IMetaTable, tsoAllocator tso.Allocator, datacoordCatalog metastore.DataCoordCatalog, rootCoordCatalog metastore.RootCoordCatalog) *MmapMigration {
 	return &MmapMigration{
 		rootcoordMeta:    rootcoordMeta,
+		rootCoordCatalog: rootCoordCatalog,
 		tsoAllocator:     tsoAllocator,
 		datacoordCatalog: datacoordCatalog,
 	}

cmd/tools/migration/mmap/tool/main.go

@@ -42,9 +42,9 @@ func main() {
 	}
 	fmt.Printf("MmapDirPath: %s\n", paramtable.Get().QueryNodeCfg.MmapDirPath.GetValue())
 	allocator := prepareTsoAllocator()
-	rootCoordMeta := prepareRootCoordMeta(context.Background(), allocator)
+	rootCoordMeta, rootCoordCatalog := prepareRootCoordMeta(context.Background(), allocator)
 	dataCoordCatalog := prepareDataCoordCatalog()
-	m := mmap.NewMmapMigration(rootCoordMeta, allocator, dataCoordCatalog)
+	m := mmap.NewMmapMigration(rootCoordMeta, allocator, dataCoordCatalog, rootCoordCatalog)
 	m.Migrate(context.Background())
 }
 
@@ -75,7 +75,8 @@ func prepareTsoAllocator() tso.Allocator {
 			etcdConfig.EtcdTLSCert.GetValue(),
 			etcdConfig.EtcdTLSKey.GetValue(),
 			etcdConfig.EtcdTLSCACert.GetValue(),
-			etcdConfig.EtcdTLSMinVersion.GetValue())
+			etcdConfig.EtcdTLSMinVersion.GetValue(),
+			etcdConfig.ClientOptions()...)
 		if err != nil {
 			panic(err)
 		}
@@ -109,7 +110,8 @@ func metaKVCreator() (kv.MetaKv, error) {
 		etcdConfig.EtcdTLSCert.GetValue(),
 		etcdConfig.EtcdTLSKey.GetValue(),
 		etcdConfig.EtcdTLSCACert.GetValue(),
-		etcdConfig.EtcdTLSMinVersion.GetValue())
+		etcdConfig.EtcdTLSMinVersion.GetValue(),
+		etcdConfig.ClientOptions()...)
 	if err != nil {
 		panic(err)
 	}
@@ -117,7 +119,7 @@ func metaKVCreator() (kv.MetaKv, error) {
 		etcdkv.WithRequestTimeout(paramtable.Get().ServiceParam.EtcdCfg.RequestTimeout.GetAsDuration(time.Millisecond))), nil
 }
 
-func prepareRootCoordMeta(ctx context.Context, allocator tso.Allocator) rootcoord.IMetaTable {
+func prepareRootCoordMeta(ctx context.Context, allocator tso.Allocator) (rootcoord.IMetaTable, metastore.RootCoordCatalog) {
 	var catalog metastore.RootCoordCatalog
 	var err error
 
@@ -158,7 +160,7 @@ func prepareRootCoordMeta(ctx context.Context, allocator tso.Allocator) rootcoor
 		panic(err)
 	}
 
-	return meta
+	return meta, catalog
 }
 
 func prepareDataCoordCatalog() metastore.DataCoordCatalog {

configs/milvus.yaml

@@ -53,6 +53,8 @@ etcd:
     # We recommend using version 1.2 and above.
     tlsMinVersion: 1.3
   requestTimeout: 10000 # Etcd operation timeout in milliseconds
+  dialKeepAliveTime: 3000 # Interval in milliseconds for gRPC dial keepalive pings sent to etcd endpoints.
+  dialKeepAliveTimeout: 2000 # Timeout in milliseconds waiting for keepalive responses before marking the connection as unhealthy.
   use:
     embed: false # Whether to enable embedded Etcd (an in-process EtcdServer).
   data:
@@ -211,6 +213,12 @@ woodpecker:
     segmentReadPolicy:
       maxBatchSize: 16M # Maximum size of a batch in bytes.
       maxFetchThreads: 32 # Maximum number of threads to fetch data.
+    retentionPolicy:
+      ttl: 72h # Time to live for truncated segments in seconds, default is 72h
+    fencePolicy:
+      # Enable conditional write for embedded mode, default is auto, which will automatically detect whether the storage supports conditional write.
+      # Valid values: [auto, enable, disable]
+      conditionWrite: auto
   storage:
     type: minio # The Type of the storage provider. Valid values: [minio, local]
     rootPath: default # The root path of the storage provider. If set to 'default', uses localStorage.path as base directory and creates a woodpecker subdirectory. Otherwise, specifies a custom woodpecker data storage directory.
@@ -242,8 +250,7 @@ pulsar:
   # If these options is non-zero, the wal data in pulsar is fully protected by retention policy, 
   # so admin of pulsar should give enough retention time to avoid the wal message lost.
   # If these options is zero, no subscription will be created, so pulsar cluster must close the backlog protection, otherwise the milvus can not recovered if backlog exceed.
-  # Moreover, if these option is zero, Milvus use a truncation subscriber to protect the wal data in pulsar if user disable the subscriptionExpirationTimeMinutes.
+  # If this option is zero or negative, it will be ignored and the default value (100m) will be used.
-  # The retention policy of pulsar can set shorter to save the storage space in this case.
   backlogAutoClearBytes: 100m
 
 # If you want to enable kafka, needs to comment the pulsar configs
@@ -310,7 +317,7 @@ proxy:
       bufSize: 512 # The maximum number of messages can be buffered in the timeTick message stream of the proxy when producing messages.
   maxNameLength: 255 # The maximum length of the name or alias that can be created in Milvus, including the collection name, collection alias, partition name, and field name.
   maxFieldNum: 64 # The maximum number of field can be created when creating in a collection. It is strongly DISCOURAGED to set maxFieldNum >= 64.
-  maxVectorFieldNum: 4 # The maximum number of vector fields that can be specified in a collection. Value range: [1, 10].
+  maxVectorFieldNum: 4 # The maximum number of vector fields that can be specified in a collection
   maxShardNum: 16 # The maximum number of shards can be created when creating in a collection.
   maxDimension: 32768 # The maximum number of dimensions of a vector can have when creating in a collection.
   # Whether to produce gin logs.\n
@@ -433,6 +440,11 @@ queryCoord:
   collectionObserverInterval: 200 # the interval of collection observer
   checkExecutedFlagInterval: 100 # the interval of check executed flag to force to pull dist
   updateCollectionLoadStatusInterval: 5 # 5m, max interval of updating collection loaded status for check health
+  # Duration (in seconds) that a query node remains marked as resource exhausted after reaching resource limits.
+  # During this period, the node won't receive new tasks to loading resource.
+  # Set to 0 to disable the penalty period.
+  resourceExhaustionPenaltyDuration: 30
+  resourceExhaustionCleanupInterval: 10 # Interval (in seconds) for cleaning up expired resource exhaustion marks on query nodes.
   cleanExcludeSegmentInterval: 60 # the time duration of clean pipeline exclude segment which used for filter invalid data, in seconds
   ip:  # TCP/IP address of queryCoord. If not specified, use the first unicastable address
   port: 19531 # TCP port of queryCoord
@@ -465,6 +477,7 @@ queryNode:
       memExpansionRate: 1.15 # extra memory needed by building interim index
       buildParallelRate: 0.5 # the ratio of building interim index parallel matched with cpu num
     multipleChunkedEnable: true # Deprecated. Enable multiple chunked search
+    enableGeometryCache: false # Enable geometry cache for geometry data
     tieredStorage:
       warmup:
         # options: sync, disable.
@@ -488,20 +501,6 @@ queryNode:
       # Enable eviction for Tiered Storage. Defaults to false.
       # Note that if eviction is enabled, cache data loaded during sync warmup is also subject to eviction.
       evictionEnabled: false
-      # This ratio estimates how much evictable memory can be cached.
-      # The higher the ratio, the more physical memory is reserved for evictable memory,
-      # resulting in fewer evictions but fewer segments can be loaded.
-      # Conversely, a lower ratio results in more evictions but allows more segments to be loaded.
-      # This parameter is only valid when eviction is enabled.
-      # It defaults to 0.3 (meaning about 30% of evictable in-memory data can be cached), with a valid range of [0.0, 1.0].
-      evictableMemoryCacheRatio: 0.3
-      # This ratio estimates how much evictable disk space can be cached.
-      # The higher the ratio, the more physical disk space is reserved for evictable disk usage,
-      # resulting in fewer evictions but fewer segments can be loaded.
-      # Conversely, a lower ratio results in more evictions but allows more segments to be loaded.
-      # This parameter is only valid when eviction is enabled.
-      # It defaults to 0.3 (meaning about 30% of evictable on-disk data can be cached), with a valid range of [0.0, 1.0].
-      evictableDiskCacheRatio: 0.3
       # Enable background eviction for Tiered Storage. Defaults to false.
       # Background eviction is used to do periodic eviction in a separate thread.
       # And it will only work when both 'evictionEnabled' and 'backgroundEvictionEnabled' are set to 'true'.
@@ -524,7 +523,7 @@ queryNode:
     vectorIndex: false # Enable mmap for loading vector index
     scalarField: false # Enable mmap for loading scalar data
     scalarIndex: false # Enable mmap for loading scalar index
-    jsonStats: true # Enable mmap for loading json stats
+    jsonShredding: true # Enable mmap for loading json stats
     # Enable memory mapping (mmap) to optimize the handling of growing raw data.
     # By activating this feature, the memory overhead associated with newly added or modified data will be significantly minimized.
     # However, this optimization may come at the cost of a slight decrease in query latency for the affected data segments.
@@ -740,13 +739,14 @@ dataCoord:
     mixCompactionUsage: 4 # slot usage of mix compaction task.
     l0DeleteCompactionUsage: 8 # slot usage of l0 compaction task.
     indexTaskSlotUsage: 64 # slot usage of index task per 512mb
+    scalarIndexTaskSlotUsage: 16 # slot usage of scalar index task per 512mb
     statsTaskSlotUsage: 8 # slot usage of stats task per 512mb
     analyzeTaskSlotUsage: 65535 # slot usage of analyze task
-  jsonStatsTriggerCount: 10 # jsonkey stats task count per trigger
+  jsonShreddingTriggerCount: 10 # jsonkey stats task count per trigger
-  jsonStatsTriggerInterval: 10 # jsonkey task interval per trigger
+  jsonShreddingTriggerInterval: 10 # jsonkey task interval per trigger
-  jsonStatsMaxShreddingColumns: 1024 # the max number of columns to shred
+  jsonShreddingMaxColumns: 1024 # the max number of columns to shred
-  jsonStatsShreddingRatioThreshold: 0.3 # the ratio threshold to shred
+  jsonShreddingRatioThreshold: 0.3 # the ratio threshold to shred
-  jsonStatsWriteBatchSize: 819200 # the batch size to write
+  jsonShreddingWriteBatchSize: 81920 # the batch size to write
   ip:  # TCP/IP address of dataCoord. If not specified, use the first unicastable address
   port: 13333 # TCP port of dataCoord
   grpc:
@@ -945,7 +945,7 @@ common:
   # Currently, only QueryNode uses 'common.diskWrite*' parameters. Support for other components will be added in the future.
   # The options include 'direct' and 'buffered'. The default value is 'buffered'.
   diskWriteMode: buffered
-  # Disk write buffer size in KB, only used when disk write mode is 'direct', default is 64KB.
+  # Disk write buffer size in KB, used for both 'direct' and 'buffered' modes, default is 64KB.
   # Current valid range is [4, 65536]. If the value is not aligned to 4KB, it will be rounded up to the nearest multiple of 4KB.
   diskWriteBufferSizeKb: 64
   # This parameter controls the number of writer threads used for disk write operations. The valid range is [0, hardware_concurrency].
@@ -983,7 +983,7 @@ common:
         readwrite:
           privileges: ListDatabases,SelectOwnership,SelectUser,DescribeResourceGroup,ListResourceGroups,ListPrivilegeGroups,FlushAll,TransferNode,TransferReplica,UpdateResourceGroups # Cluster level readwrite privileges
         admin:
-          privileges: ListDatabases,SelectOwnership,SelectUser,DescribeResourceGroup,ListResourceGroups,ListPrivilegeGroups,FlushAll,TransferNode,TransferReplica,UpdateResourceGroups,BackupRBAC,RestoreRBAC,CreateDatabase,DropDatabase,CreateOwnership,DropOwnership,ManageOwnership,CreateResourceGroup,DropResourceGroup,UpdateUser,RenameCollection,CreatePrivilegeGroup,DropPrivilegeGroup,OperatePrivilegeGroup # Cluster level admin privileges
+          privileges: ListDatabases,SelectOwnership,SelectUser,DescribeResourceGroup,ListResourceGroups,ListPrivilegeGroups,FlushAll,TransferNode,TransferReplica,UpdateResourceGroups,BackupRBAC,RestoreRBAC,CreateDatabase,DropDatabase,CreateOwnership,DropOwnership,ManageOwnership,CreateResourceGroup,DropResourceGroup,UpdateUser,RenameCollection,CreatePrivilegeGroup,DropPrivilegeGroup,OperatePrivilegeGroup,UpdateReplicateConfiguration # Cluster level admin privileges
       database:
         readonly:
           privileges: ShowCollections,DescribeDatabase # Database level readonly privileges
@@ -1001,7 +1001,7 @@ common:
     internaltlsEnabled: false
     tlsMode: 0
   session:
-    ttl: 10 # ttl value when session granting a lease to register service
+    ttl: 15 # ttl value when session granting a lease to register service
     retryTimes: 30 # retry times when session sending etcd requests
   locks:
     metrics:
@@ -1019,6 +1019,7 @@ common:
       splitByAvgSize:
         enabled: false # enable split by average size policy in storage v2
         threshold: 1024 # split by average size policy threshold(in bytes) in storage v2
+    useLoonFFI: false
   # Whether to disable the internal time messaging mechanism for the system.
   # If disabled (set to false), the system will not allow DML operations, including insertion, deletion, queries, and searches.
   # This helps Milvus-CDC synchronize incremental data
@@ -1036,11 +1037,11 @@ common:
   sync:
     taskPoolReleaseTimeoutSeconds: 60 # The maximum time to wait for the task to finish and release resources in the pool
   enabledOptimizeExpr: true # Indicates whether to enable optimize expr
-  enabledJSONKeyStats: false # Indicates sealedsegment whether to enable JSON key stats
+  enabledJSONShredding: true # Indicates sealedsegment whether to enable JSON key stats
-  enabledGrowingSegmentJSONKeyStats: false # Indicates growingsegment whether to enable JSON key stats
+  enabledGrowingSegmentJSONShredding: false # Indicates growingsegment whether to enable JSON key stats
   enableConfigParamTypeCheck: true # Indicates whether to enable config param type check
   enablePosixMode: false # Specifies whether to run in POSIX mode for enhanced file system compatibility
-  UsingJSONStatsForQuery: true # Indicates whether to use json stats when query
+  usingJSONShreddingForQuery: true # Indicates whether to use json stats when query
   clusterID: 0 # cluster id
 
 # QuotaConfig, configurations of Milvus quota and limits.
@@ -1223,6 +1224,7 @@ quotaAndLimits:
     diskProtection:
       enabled: true # When the total file size of object storage is greater than `diskQuota`, all dml requests would be rejected;
       diskQuota: -1 # MB, (0, +inf), default no limit
+      loadedDiskQuota: -1 # MB, (0, +inf), default no limit
       diskQuotaPerDB: -1 # MB, (0, +inf), default no limit
       diskQuotaPerCollection: -1 # MB, (0, +inf), default no limit
       diskQuotaPerPartition: -1 # MB, (0, +inf), default no limit
@@ -1325,7 +1327,7 @@ streaming:
         # it also determine the depth of depth first search method that is used to find the best balance result, 3 by default
         rebalanceMaxStep: 3
   walBroadcaster:
-    concurrencyRatio: 1 # The concurrency ratio based on number of CPU for wal broadcaster, 1 by default.
+    concurrencyRatio: 4 # The concurrency ratio based on number of CPU for wal broadcaster, 4 by default.
   txn:
     defaultKeepaliveTimeout: 10s # The default keepalive timeout for wal txn, 10s by default
   walWriteAheadBuffer:
@@ -1376,23 +1378,17 @@ streaming:
     # When the wal is on-closing, the recovery module will try to persist the recovery info for wal to make next recovery operation more fast.
     # If that persist operation exceeds this timeout, the wal recovery module will close right now.
     gracefulCloseTimeout: 3s
-  walTruncate:
-    # The interval of sampling wal checkpoint when truncate, 30m by default.
-    # Every time the checkpoint is persisted, the checkpoint will be sampled and used to be a candidate of truncate checkpoint.
-    # More samples, more frequent truncate, more memory usage.
-    sampleInterval: 30m
-    # The retention interval of wal truncate, 72h by default.
-    # If the sampled checkpoint is older than this interval, it will be used to truncate wal checkpoint.
-    # Greater the interval, more wal storage usage, more redundant data in wal.
-    # Because current query path doesn't promise the read operation not happen before the truncate point,
-    # retention interval should be greater than the dataCoord.segment.maxLife to avoid the message lost at query path.
-    # If the wal is pulsar, the pulsar should close the subscription expiration to avoid the message lost.
-    # because the wal truncate operation is implemented by pulsar consumer.
-    retentionInterval: 72h
 
 # Any configuration related to the knowhere vector search engine
 knowhere:
   enable: true # When enable this configuration, the index parameters defined following will be automatically populated as index parameters, without requiring user input.
+  AISAQ:
+    build:
+      max_degree: 56 # Maximum degree of the Vamana graph
+      pq_code_budget_gb_ratio: 0.125 # Size limit on the PQ code (compared with raw data)
+      search_list_size: 100 # Size of the candidate list during building graph
+    search:
+      beam_width_ratio: 4 # Ratio between the maximum number of IO requests per search iteration and CPU number
   DISKANN:
     build:
       max_degree: 56 # Maximum degree of the Vamana graph

deployments/binary/README.md

@@ -30,7 +30,7 @@ $ ./minio server /minio
 To start Milvus standalone, you need a Milvus binary file. Currently you can get the latest version of Milvus binary file through the Milvus docker image. (We will upload Milvus binary files in the future)
 
 ```shell
-$ docker run -d --name milvus milvusdb/milvus:v2.6.1 /bin/bash
+$ docker run -d --name milvus milvusdb/milvus:v2.6.7 /bin/bash
 $ docker cp milvus:/milvus .
 ```
 

deployments/docker/cluster-distributed-deployment/inventory.ini

@@ -33,7 +33,7 @@ dependencies_network= host
 nodes_network= host
 
 ; Setup varibale to controll what image version of Milvus to use.
-image= milvusdb/milvus:v2.6.1
+image= milvusdb/milvus:v2.6.7
 
 ; Setup static IP addresses of the docker hosts as variable for container environment variable config.
 ; Before running the playbook, below 4 IP addresses need to be replaced with the IP of your host VM

deployments/docker/cluster-distributed-deployment/roles/deploy-etcd/tasks/main.yml

@@ -5,7 +5,7 @@
 - name: etcd
   docker_container: 
     name: etcd
-    image: quay.io/coreos/etcd:v3.5.18
+    image: quay.io/coreos/etcd:v3.5.25
     volumes:
       - etcd_volume:/etcd
     command: etcd -advertise-client-urls=http://127.0.0.1:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd

deployments/docker/dev/docker-compose-apple-silicon.yml

@@ -2,7 +2,7 @@ version: '3.5'
 
 services:
   etcd:
-    image: quay.io/coreos/etcd:v3.5.18
+    image: quay.io/coreos/etcd:v3.5.25
     environment:
       - ETCD_AUTO_COMPACTION_MODE=revision
       - ETCD_AUTO_COMPACTION_RETENTION=1000
@@ -10,7 +10,7 @@ services:
       - ETCD_SNAPSHOT_COUNT=50000
     volumes:
       - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/etcd:/etcd
-    command: etcd -listen-peer-urls=http://127.0.0.1:2380 -advertise-client-urls=http://127.0.0.1:2379 -listen-client-urls http://0.0.0.0:2379,http://0.0.0.0:4001 -initial-advertise-peer-urls=http://127.0.0.1:2380 --initial-cluster default=http://127.0.0.1:2380
+    command: etcd -listen-peer-urls=http://127.0.0.1:2380 -advertise-client-urls=http://127.0.0.1:2379 -listen-client-urls http://0.0.0.0:2379,http://0.0.0.0:4001 -initial-advertise-peer-urls=http://127.0.0.1:2380 --initial-cluster default=http://127.0.0.1:2380 --data-dir /etcd
     ports:
       - "2379:2379"
       - "2380:2380"

deployments/docker/dev/docker-compose.yml

@@ -2,7 +2,7 @@ version: '3.5'
 
 services:
   etcd:
-    image: quay.io/coreos/etcd:v3.5.18
+    image: quay.io/coreos/etcd:v3.5.25
     environment:
       - ETCD_AUTO_COMPACTION_MODE=revision
       - ETCD_AUTO_COMPACTION_RETENTION=1000
@@ -83,7 +83,7 @@ services:
       - "2181:2181"
 
   kafka:
-    image: 'bitnami/kafka:3.1.0'
+    image: 'bitnamilegacy/kafka:3.1.0'
     ports:
       - '9092:9092'
     environment:

deployments/docker/gpu/standalone/docker-compose.yml

@@ -3,7 +3,7 @@ version: '3.5'
 services:
   etcd:
     container_name: milvus-etcd
-    image: quay.io/coreos/etcd:v3.5.18
+    image: quay.io/coreos/etcd:v3.5.25
     environment:
       - ETCD_AUTO_COMPACTION_MODE=revision
       - ETCD_AUTO_COMPACTION_RETENTION=1000
@@ -38,7 +38,7 @@ services:
 
   standalone:
     container_name: milvus-standalone
-    image: milvusdb/milvus:v2.6.1-gpu
+    image: milvusdb/milvus:v2.6.7-gpu
     command: ["milvus", "run", "standalone"]
     security_opt:
       - seccomp:unconfined

deployments/docker/standalone/docker-compose.yml

@@ -3,7 +3,7 @@ version: '3.5'
 services:
   etcd:
     container_name: milvus-etcd
-    image: quay.io/coreos/etcd:v3.5.18
+    image: quay.io/coreos/etcd:v3.5.25
     environment:
       - ETCD_AUTO_COMPACTION_MODE=revision
       - ETCD_AUTO_COMPACTION_RETENTION=1000
@@ -38,7 +38,7 @@ services:
 
   standalone:
     container_name: milvus-standalone
-    image: milvusdb/milvus:v2.6.1
+    image: milvusdb/milvus:v2.6.7
     command: ["milvus", "run", "standalone"]
     security_opt:
     - seccomp:unconfined

go.mod

@@ -1,6 +1,6 @@
 module github.com/milvus-io/milvus
 
-go 1.24.4
+go 1.24.11
 
 require (
 	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.11.1
@@ -19,16 +19,16 @@ require (
 	github.com/golang/protobuf v1.5.4 // indirect
 	github.com/google/btree v1.1.2
 	github.com/grpc-ecosystem/go-grpc-middleware v1.3.0
-	github.com/klauspost/compress v1.17.9
+	github.com/klauspost/compress v1.18.0
 	github.com/mgutz/ansi v0.0.0-20200706080929-d51e80ef957d
-	github.com/milvus-io/milvus-proto/go-api/v2 v2.6.3
+	github.com/milvus-io/milvus-proto/go-api/v2 v2.6.6-0.20251119072500-4bd276fe335e
 	github.com/minio/minio-go/v7 v7.0.73
 	github.com/panjf2000/ants/v2 v2.11.3 // indirect
-	github.com/pingcap/log v1.1.1-0.20221015072633-39906604fb81
+	github.com/pingcap/log v1.1.1-0.20221015072633-39906604fb81 // indirect
 	github.com/prometheus/client_golang v1.20.5
 	github.com/prometheus/client_model v0.6.1
 	github.com/prometheus/common v0.55.0
-	github.com/quasilyte/go-ruleguard/dsl v0.3.22
+	github.com/quasilyte/go-ruleguard/dsl v0.3.23
 	github.com/samber/lo v1.27.0
 	github.com/sbinet/npyio v0.6.0
 	github.com/soheilhy/cmux v0.1.5
@@ -37,35 +37,35 @@ require (
 	github.com/stretchr/testify v1.11.1
 	github.com/tencentcloud/tencentcloud-sdk-go/tencentcloud/common v1.0.865 // indirect
 	github.com/tikv/client-go/v2 v2.0.4
-	go.etcd.io/etcd/api/v3 v3.5.5
+	go.etcd.io/etcd/api/v3 v3.5.23
-	go.etcd.io/etcd/client/v3 v3.5.5
+	go.etcd.io/etcd/client/v3 v3.5.23
-	go.etcd.io/etcd/server/v3 v3.5.5
+	go.etcd.io/etcd/server/v3 v3.5.23
 	go.opentelemetry.io/otel v1.34.0
 	go.opentelemetry.io/otel/trace v1.34.0
 	go.uber.org/atomic v1.11.0
 	go.uber.org/multierr v1.11.0 // indirect
 	go.uber.org/zap v1.27.0
-	golang.org/x/crypto v0.41.0
+	golang.org/x/crypto v0.45.0
 	golang.org/x/exp v0.0.0-20240506185415-9bf2ced13842
-	golang.org/x/net v0.43.0
+	golang.org/x/net v0.47.0
 	golang.org/x/oauth2 v0.28.0
-	golang.org/x/sync v0.16.0
+	golang.org/x/sync v0.18.0
-	golang.org/x/text v0.28.0
+	golang.org/x/text v0.31.0
-	google.golang.org/grpc v1.71.0
+	google.golang.org/grpc v1.71.1
 	google.golang.org/grpc/examples v0.0.0-20220617181431-3e7b97febc7f
 )
 
 require (
 	cloud.google.com/go/storage v1.50.0
 	github.com/antlr4-go/antlr/v4 v4.13.1
-	github.com/apache/pulsar-client-go v0.15.1
+	github.com/apache/pulsar-client-go v0.17.0
 	github.com/aws/aws-sdk-go-v2 v1.36.3
 	github.com/aws/aws-sdk-go-v2/config v1.29.9
 	github.com/aws/aws-sdk-go-v2/credentials v1.17.62
 	github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.23.0
 	github.com/bits-and-blooms/bitset v1.10.0
 	github.com/bytedance/mockey v1.2.14
-	github.com/bytedance/sonic v1.13.2
+	github.com/bytedance/sonic v1.14.0
 	github.com/cenkalti/backoff/v4 v4.2.1
 	github.com/cockroachdb/redact v1.1.3
 	github.com/google/uuid v1.6.0
@@ -74,10 +74,10 @@ require (
 	github.com/jolestar/go-commons-pool/v2 v2.1.2
 	github.com/magiconair/properties v1.8.7
 	github.com/milvus-io/milvus/client/v2 v2.0.0-00010101000000-000000000000
-	github.com/milvus-io/milvus/pkg/v2 v2.5.7
+	github.com/milvus-io/milvus/pkg/v2 v2.6.4
 	github.com/pkg/errors v0.9.1
 	github.com/remeh/sizedwaitgroup v1.0.0
-	github.com/shirou/gopsutil/v4 v4.24.10
+	github.com/shirou/gopsutil/v4 v4.25.10
 	github.com/tidwall/gjson v1.17.1
 	github.com/twpayne/go-geom v1.6.1
 	github.com/valyala/fastjson v1.6.4
@@ -136,7 +136,7 @@ require (
 	github.com/aws/smithy-go v1.22.2 // indirect
 	github.com/benesch/cgosymbolizer v0.0.0-20190515212042-bec6fe6e597b // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
-	github.com/bytedance/sonic/loader v0.2.4 // indirect
+	github.com/bytedance/sonic/loader v0.3.0 // indirect
 	github.com/campoy/embedmd v1.0.0 // indirect
 	github.com/cespare/xxhash/v2 v2.3.0 // indirect
 	github.com/cilium/ebpf v0.11.0 // indirect
@@ -153,11 +153,12 @@ require (
 	github.com/dgryski/go-farm v0.0.0-20190423205320-6a90982ecee2 // indirect
 	github.com/docker/go-units v0.5.0 // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
-	github.com/dvsekhvalnov/jose2go v1.6.0 // indirect
+	github.com/dvsekhvalnov/jose2go v1.7.0 // indirect
-	github.com/ebitengine/purego v0.8.1 // indirect
+	github.com/ebitengine/purego v0.9.0 // indirect
 	github.com/envoyproxy/go-control-plane/envoy v1.32.4 // indirect
 	github.com/envoyproxy/protoc-gen-validate v1.2.1 // indirect
 	github.com/expr-lang/expr v1.15.7 // indirect
+	github.com/fatih/color v1.15.0 // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
 	github.com/form3tech-oss/jwt-go v3.2.3+incompatible // indirect
 	github.com/fsnotify/fsnotify v1.8.0 // indirect
@@ -172,12 +173,15 @@ require (
 	github.com/go-ole/go-ole v1.2.6 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
+	github.com/go-viper/mapstructure/v2 v2.4.0 // indirect
 	github.com/goccy/go-json v0.10.3 // indirect
+	github.com/goccy/go-yaml v1.11.0 // indirect
 	github.com/godbus/dbus v0.0.0-20190726142602-4481cbc300e2 // indirect
 	github.com/godbus/dbus/v5 v5.0.4 // indirect
 	github.com/gogo/protobuf v1.3.2 // indirect
+	github.com/golang-jwt/jwt/v4 v4.5.2 // indirect
 	github.com/golang-jwt/jwt/v5 v5.3.0 // indirect
-	github.com/golang/snappy v0.0.4 // indirect
+	github.com/golang/snappy v1.0.0 // indirect
 	github.com/google/flatbuffers v24.3.25+incompatible // indirect
 	github.com/google/gofuzz v1.2.0 // indirect
 	github.com/google/s2a-go v0.1.9 // indirect
@@ -189,12 +193,13 @@ require (
 	github.com/grpc-ecosystem/grpc-gateway v1.16.0 // indirect
 	github.com/grpc-ecosystem/grpc-gateway/v2 v2.16.0 // indirect
 	github.com/gsterjov/go-libsecret v0.0.0-20161001094733-a6f4afe4910c // indirect
-	github.com/hamba/avro/v2 v2.26.0 // indirect
+	github.com/hamba/avro/v2 v2.29.0 // indirect
 	github.com/hashicorp/go-syslog v1.0.0 // indirect
 	github.com/hashicorp/hcl v1.0.0 // indirect
+	github.com/huaweicloud/huaweicloud-sdk-go-v3 v0.1.174 // indirect
 	github.com/ianlancetaylor/cgosymbolizer v0.0.0-20221217025313-27d3c9f66b6a // indirect
 	github.com/jonboulle/clockwork v0.2.2 // indirect
-	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/json-iterator/go v1.1.13-0.20220915233716-71ac16282d12 // indirect
 	github.com/klauspost/asmfmt v1.3.2 // indirect
 	github.com/klauspost/cpuid/v2 v2.2.8 // indirect
 	github.com/kr/pretty v0.3.1 // indirect
@@ -225,7 +230,7 @@ require (
 	github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
 	github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 // indirect
 	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
-	github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c // indirect
+	github.com/power-devops/perfstat v0.0.0-20240221224432-82ca36839d55 // indirect
 	github.com/prometheus/procfs v0.15.1 // indirect
 	github.com/rcrowley/go-metrics v0.0.0-20200313005456-10cdbea86bc0 // indirect
 	github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
@@ -248,8 +253,9 @@ require (
 	github.com/tidwall/match v1.1.1 // indirect
 	github.com/tidwall/pretty v1.2.0 // indirect
 	github.com/tikv/pd/client v0.0.0-20221031025758-80f0d8ca4d07 // indirect
-	github.com/tklauser/go-sysconf v0.3.12 // indirect
+	github.com/tjfoc/gmsm v1.4.1 // indirect
-	github.com/tklauser/numcpus v0.6.1 // indirect
+	github.com/tklauser/go-sysconf v0.3.15 // indirect
+	github.com/tklauser/numcpus v0.10.0 // indirect
 	github.com/tmc/grpc-websocket-proxy v0.0.0-20201229170055-e5319fda7802 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
 	github.com/twmb/murmur3 v1.1.6 // indirect
@@ -260,12 +266,13 @@ require (
 	github.com/x448/float16 v0.8.4 // indirect
 	github.com/xiang90/probing v0.0.0-20190116061207-43a291ad63a2 // indirect
 	github.com/yusufpapurcu/wmi v1.2.4 // indirect
-	github.com/zilliztech/woodpecker v0.1.6 // indirect
+	github.com/zilliztech/woodpecker v0.1.13 // indirect
-	go.etcd.io/bbolt v1.3.6 // indirect
+	go.etcd.io/bbolt v1.3.12 // indirect
-	go.etcd.io/etcd/client/pkg/v3 v3.5.5 // indirect
+	go.etcd.io/etcd/client/pkg/v3 v3.5.23 // indirect
-	go.etcd.io/etcd/client/v2 v2.305.5 // indirect
+	go.etcd.io/etcd/client/v2 v2.305.23 // indirect
-	go.etcd.io/etcd/pkg/v3 v3.5.5 // indirect
+	go.etcd.io/etcd/pkg/v3 v3.5.23 // indirect
-	go.etcd.io/etcd/raft/v3 v3.5.5 // indirect
+	go.etcd.io/etcd/raft/v3 v3.5.23 // indirect
+	go.mongodb.org/mongo-driver v1.13.1 // indirect
 	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
 	go.opentelemetry.io/contrib/detectors/gcp v1.34.0 // indirect
 	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0 // indirect
@@ -280,11 +287,12 @@ require (
 	go.opentelemetry.io/proto/otlp v1.0.0 // indirect
 	go.uber.org/automaxprocs v1.5.3 // indirect
 	golang.org/x/arch v0.11.0 // indirect
-	golang.org/x/mod v0.26.0 // indirect
+	golang.org/x/mod v0.29.0 // indirect
-	golang.org/x/sys v0.35.0 // indirect
+	golang.org/x/sys v0.38.0 // indirect
-	golang.org/x/term v0.34.0 // indirect
+	golang.org/x/telemetry v0.0.0-20251008203120-078029d740a8 // indirect
+	golang.org/x/term v0.37.0 // indirect
 	golang.org/x/time v0.10.0 // indirect
-	golang.org/x/tools v0.35.0 // indirect
+	golang.org/x/tools v0.38.0 // indirect
 	golang.org/x/xerrors v0.0.0-20231012003039-104605ab7028 // indirect
 	gonum.org/v1/gonum v0.15.0 // indirect
 	google.golang.org/genproto v0.0.0-20250303144028-a0af3efb3deb // indirect
@@ -310,7 +318,6 @@ replace (
 	github.com/bketelsen/crypt => github.com/bketelsen/crypt v0.0.4 // Fix security alert for core-os/etcd
 	github.com/expr-lang/expr => github.com/SimFG/expr v0.0.0-20250513112851-9b981e8400b9
 	github.com/go-kit/kit => github.com/go-kit/kit v0.1.0
-	github.com/golang-jwt/jwt => github.com/golang-jwt/jwt/v4 v4.5.2 // indirect
 	github.com/greatroar/blobloom => github.com/milvus-io/blobloom v0.0.0-20240603110411-471ae49f3b93
 	github.com/ianlancetaylor/cgosymbolizer => github.com/milvus-io/cgosymbolizer v0.0.0-20250318084424-114f4050c3a6
 	github.com/milvus-io/milvus/pkg/v2 => ./pkg

go.sum

@@ -144,8 +144,8 @@ github.com/antihax/optional v0.0.0-20180407024304-ca021399b1a6/go.mod h1:V8iCPQY
 github.com/antihax/optional v1.0.0/go.mod h1:uupD/76wgC+ih3iEmQUL+0Ugr19nfwCT1kdvxnR2qWY=
 github.com/antlr4-go/antlr/v4 v4.13.1 h1:SqQKkuVZ+zWkMMNkjy5FZe5mr5WURWnlpmOuzYWrPrQ=
 github.com/antlr4-go/antlr/v4 v4.13.1/go.mod h1:GKmUxMtwp6ZgGwZSva4eWPC5mS6vUAmOABFgjdkM7Nw=
-github.com/apache/pulsar-client-go v0.15.1 h1:/BtkKA0WnGLDRJe1GJGhhRcpfxZ85IBHHOktmbz6fME=
+github.com/apache/pulsar-client-go v0.17.0 h1:FLyfsW6FfGHZPjDapu6Y+Thp/9JQNGJS3dms+18bdpA=
-github.com/apache/pulsar-client-go v0.15.1/go.mod h1:ow9PhLoGUY6ncrKOtjnWeJycFnTKOwrIV39j3kNV54M=
+github.com/apache/pulsar-client-go v0.17.0/go.mod h1:sGZ3k5Knrf38skZh6YMoK8bibNH4aIq6wx7McQu8IAE=
 github.com/apache/thrift v0.20.0 h1:631+KvYbsBZxmuJjYwhezVsrfc/TbqtZV4QcxOX1fOI=
 github.com/apache/thrift v0.20.0/go.mod h1:hOk1BQqcp2OLzGsyVXdfMk7YFlMxK3aoEVhjD06QhB8=
 github.com/ardielle/ardielle-go v1.5.2 h1:TilHTpHIQJ27R1Tl/iITBzMwiUGSlVfiVhwDNGM3Zj4=
@@ -205,11 +205,11 @@ github.com/boombuler/barcode v1.0.0/go.mod h1:paBWMcWSl3LHKBqUq+rly7CNSldXjb2rDl
 github.com/buger/jsonparser v0.0.0-20181115193947-bf1c66bbce23/go.mod h1:bbYlZJ7hK1yFx9hf58LP0zeX7UjIGs20ufpu3evjr+s=
 github.com/bytedance/mockey v1.2.14 h1:KZaFgPdiUwW+jOWFieo3Lr7INM1P+6adO3hxZhDswY8=
 github.com/bytedance/mockey v1.2.14/go.mod h1:1BPHF9sol5R1ud/+0VEHGQq/+i2lN+GTsr3O2Q9IENY=
-github.com/bytedance/sonic v1.13.2 h1:8/H1FempDZqC4VqjptGo14QQlJx8VdZJegxs6wwfqpQ=
+github.com/bytedance/sonic v1.14.0 h1:/OfKt8HFw0kh2rj8N0F6C/qPGRESq0BbaNZgcNXXzQQ=
-github.com/bytedance/sonic v1.13.2/go.mod h1:o68xyaF9u2gvVBuGHPlUVCy+ZfmNNO5ETf1+KgkJhz4=
+github.com/bytedance/sonic v1.14.0/go.mod h1:WoEbx8WTcFJfzCe0hbmyTGrfjt8PzNEBdxlNUO24NhA=
 github.com/bytedance/sonic/loader v0.1.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU=
-github.com/bytedance/sonic/loader v0.2.4 h1:ZWCw4stuXUsn1/+zQDqeE7JKP+QO47tz7QCNan80NzY=
+github.com/bytedance/sonic/loader v0.3.0 h1:dskwH8edlzNMctoruo8FPTJDF3vLtDT0sXZwvZJyqeA=
-github.com/bytedance/sonic/loader v0.2.4/go.mod h1:N8A3vUdtUebEY2/VQC0MyhYeKUFosQU6FxH2JmUe6VI=
+github.com/bytedance/sonic/loader v0.3.0/go.mod h1:N8A3vUdtUebEY2/VQC0MyhYeKUFosQU6FxH2JmUe6VI=
 github.com/campoy/embedmd v1.0.0 h1:V4kI2qTJJLf4J29RzI/MAt2c3Bl4dQSYPuflzwFH2hY=
 github.com/campoy/embedmd v1.0.0/go.mod h1:oxyr9RCiSXg0M3VJ3ks0UGfp98BpSSGr0kpiX3MzVl8=
 github.com/casbin/casbin/v2 v2.0.0/go.mod h1:YcPU1XXisHhLzuxH9coDNf2FbKpjGlbCg3n9yuLkIJQ=
@@ -217,12 +217,10 @@ github.com/casbin/casbin/v2 v2.44.2 h1:mlWtgbX872r707frOq+REaHzfvsl+qQw0Eq+ekzJ7
 github.com/casbin/casbin/v2 v2.44.2/go.mod h1:vByNa/Fchek0KZUgG5wEsl7iFsiviAYKRtgrQfcJqHg=
 github.com/casbin/json-adapter/v2 v2.0.0 h1:nOCN3TK1CJKSNQQ/MnakbU9/cUcNR3N0AxBDnEBLSDI=
 github.com/casbin/json-adapter/v2 v2.0.0/go.mod h1:LvsfPXXr8CD0ZFucAxawcY9Xb0FtLk3mozJ1qcSTUD4=
-github.com/cenkalti/backoff/v4 v4.1.1/go.mod h1:scbssz8iZGpm3xbr14ovlUdkxfGXNInqkPWOWmG2CLw=
 github.com/cenkalti/backoff/v4 v4.2.1 h1:y4OZtCnogmCPw98Zjyt5a6+QwPLGkiQsYW5oUqylYbM=
 github.com/cenkalti/backoff/v4 v4.2.1/go.mod h1:Y3VNntkOUPxTVeUxJ/G5vcM//AlwfmyYozVcomhLiZE=
 github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU=
 github.com/certifi/gocertifi v0.0.0-20191021191039-0944d244cd40/go.mod h1:sGbDF6GwGcLpkNXPUTkMRoywsNa/ol15pxFe6ERfguA=
-github.com/certifi/gocertifi v0.0.0-20200922220541-2c3bb06c6054/go.mod h1:sGbDF6GwGcLpkNXPUTkMRoywsNa/ol15pxFe6ERfguA=
 github.com/cespare/xxhash v1.1.0/go.mod h1:XrSqR1VqqWfGrhpAt58auRo0WTKS1nRRg3ghfAqPWnc=
 github.com/cespare/xxhash/v2 v2.1.1/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
 github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
@@ -240,7 +238,6 @@ github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGX
 github.com/cncf/udpa/go v0.0.0-20200629203442-efcf912fb354/go.mod h1:WmhPx2Nbnhtbo57+VJT5O0JRkEi1Wbu0z5j0R8u5Hbk=
 github.com/cncf/udpa/go v0.0.0-20201120205902-5459f2c99403/go.mod h1:WmhPx2Nbnhtbo57+VJT5O0JRkEi1Wbu0z5j0R8u5Hbk=
 github.com/cncf/udpa/go v0.0.0-20210930031921-04548b0d99d4/go.mod h1:6pvJx4me5XPnfI9Z40ddWsdw2W/uZgQLFXToKeRcDiI=
-github.com/cncf/xds/go v0.0.0-20210312221358-fbca930ec8ed/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
 github.com/cncf/xds/go v0.0.0-20210805033703-aa0b78936158/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
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@@ -263,8 +260,6 @@ github.com/confluentinc/confluent-kafka-go v1.9.1 h1:L3aW6KvTyrq/+BOMnDm9xJylhAE
 github.com/confluentinc/confluent-kafka-go v1.9.1/go.mod h1:ptXNqsuDfYbAE/LBW6pnwWZElUoWxHoV8E43DCrliyo=
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-github.com/containerd/containerd v1.7.27 h1:yFyEyojddO3MIGVER2xJLWoCIn+Up4GaHFquP7hsFII=
-github.com/containerd/containerd v1.7.27/go.mod h1:xZmPnl75Vc+BLGt4MIfu6bp+fy03gdHAn9bz+FreFR0=
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@@ -303,8 +298,8 @@ github.com/dimfeld/httptreemux v5.0.1+incompatible h1:Qj3gVcDNoOthBAqftuD596rm4w
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-github.com/docker/docker v27.1.1+incompatible h1:hO/M4MtV36kzKldqnA37IWhebRA+LnqqcqDja6kVaKY=
+github.com/docker/docker v28.0.0+incompatible h1:Olh0KS820sJ7nPsBKChVhk5pzqcwDR15fumfAd/p9hM=
-github.com/docker/docker v27.1.1+incompatible/go.mod h1:eEKB0N0r5NX/I1kEveEz05bcu8tLC/8azJZsviup8Sk=
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@@ -317,10 +312,10 @@ github.com/dubbogo/jsonparser v1.0.1/go.mod h1:tYAtpctvSP/tWw4MeelsowSPgXQRVHHWb
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-github.com/dvsekhvalnov/jose2go v1.6.0 h1:Y9gnSnP4qEI0+/uQkHvFXeD2PLPJeXEL+ySMEA2EjTY=
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@@ -328,7 +323,6 @@ github.com/envoyproxy/go-control-plane v0.9.4/go.mod h1:6rpuAdCZL397s3pYoYcLgu1m
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@@ -350,6 +344,7 @@ github.com/facebookgo/subset v0.0.0-20200203212716-c811ad88dec4/go.mod h1:5tD+ne
 github.com/fasthttp-contrib/websocket v0.0.0-20160511215533-1f3b11f56072/go.mod h1:duJ4Jxv5lDcvg4QuQr0oowTf7dz4/CR8NtyCooz9HL8=
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@@ -432,11 +427,16 @@ github.com/go-playground/validator/v10 v10.4.1/go.mod h1:nlOn6nFhuKACm19sB/8EGNn
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@@ -454,6 +454,8 @@ github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q=
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@@ -465,7 +467,6 @@ github.com/golang/groupcache v0.0.0-20190129154638-5b532d6fd5ef/go.mod h1:cIg4er
 github.com/golang/groupcache v0.0.0-20190702054246-869f871628b6/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc=
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@@ -497,12 +498,12 @@ github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek
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@@ -588,8 +589,8 @@ github.com/grpc-ecosystem/grpc-gateway/v2 v2.16.0/go.mod h1:YN5jB8ie0yfIUg6VvR9K
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@@ -619,6 +620,8 @@ github.com/heetch/avro v0.3.1/go.mod h1:4xn38Oz/+hiEUTpbVfGVLfvOg0yKLlRP7Q9+gJJI
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@@ -653,8 +656,9 @@ github.com/json-iterator/go v1.1.6/go.mod h1:+SdeFBvtyEkXs7REEP0seUULqWtbJapLOCV
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@@ -1145,6 +1159,7 @@ github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9de
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 github.com/yusufpapurcu/wmi v1.2.3/go.mod h1:SBZ9tNy3G9/m5Oi98Zks0QjeHVDvuK0qfxQmPyzfmi0=
 github.com/yusufpapurcu/wmi v1.2.4 h1:zFUKzehAFReQwLys1b/iSMl+JQGSCSjtVqQn9bBrPo0=
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@@ -1152,35 +1167,37 @@ github.com/zeebo/assert v1.3.0 h1:g7C04CbJuIDKNPFHmsk4hwZDO5O+kntRxzaUoNXj+IQ=
 github.com/zeebo/assert v1.3.0/go.mod h1:Pq9JiuJQpG8JLJdtkwrJESF0Foym2/D9XMU5ciN/wJ0=
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-github.com/zilliztech/woodpecker v0.1.6 h1:3Ml1UJtiJXVPy01E5/qbVZHIPadL4RjJgg+e0Nj2LDw=
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+github.com/zilliztech/woodpecker v0.1.13/go.mod h1:xA7jPkUnnr5S4+LmQghrc/1hNU2kiU8KWZ93Uup2jks=
 go.etcd.io/bbolt v1.3.2/go.mod h1:IbVyRI1SCnLcuJnV2u8VeU0CEYM7e686BmAb1XKL+uU=
 go.etcd.io/bbolt v1.3.5/go.mod h1:G5EMThwa9y8QZGBClrRx5EY+Yw9kAhnjy3bSjsnlVTQ=
-go.etcd.io/bbolt v1.3.6 h1:/ecaJf0sk1l4l6V4awd65v2C3ILy7MSj+s/x1ADCIMU=
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-go.etcd.io/bbolt v1.3.6/go.mod h1:qXsaaIqmgQH0T+OPdb99Bf+PKfBBQVAdyD6TY9G8XM4=
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 go.etcd.io/etcd/api/v3 v3.5.0-alpha.0/go.mod h1:mPcW6aZJukV6Aa81LSKpBjQXTWlXB5r74ymPoSWa3Sw=
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-go.etcd.io/etcd/api/v3 v3.5.5 h1:BX4JIbQ7hl7+jL+g+2j5UAr0o1bctCm6/Ct+ArBGkf0=
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-go.etcd.io/etcd/pkg/v3 v3.5.5 h1:Ablg7T7OkR+AeeeU32kdVhw/AGDsitkKPl7aW73ssjU=
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 go.etcd.io/etcd/raft/v3 v3.5.0-alpha.0/go.mod h1:FAwse6Zlm5v4tEWZaTjmNhe17Int4Oxbu7+2r0DiD3w=
-go.etcd.io/etcd/raft/v3 v3.5.5 h1:Ibz6XyZ60OYyRopu73lLM/P+qco3YtlZMOhnXNS051I=
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-go.etcd.io/etcd/raft/v3 v3.5.5/go.mod h1:76TA48q03g1y1VpTue92jZLr9lIHKUNcYdZOOGyx8rI=
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 go.etcd.io/etcd/server/v3 v3.5.0-alpha.0/go.mod h1:tsKetYpt980ZTpzl/gb+UOJj9RkIyCb1u4wjzMg90BQ=
-go.etcd.io/etcd/server/v3 v3.5.5 h1:jNjYm/9s+f9A9r6+SC4RvNaz6AqixpOvhrFdT0PvIj0=
+go.etcd.io/etcd/server/v3 v3.5.23 h1:2g1hz32pp1TYMI7xUyifR8gXOlUnTBCfixV+uJ8BqRU=
-go.etcd.io/etcd/server/v3 v3.5.5/go.mod h1:rZ95vDw/jrvsbj9XpTqPrTAB9/kzchVdhRirySPkUBc=
+go.etcd.io/etcd/server/v3 v3.5.23/go.mod h1:sZwt/lLSwYQ/S5aAbzSQX2xNw1WA0Fo5noUCVxVYB4g=
+go.mongodb.org/mongo-driver v1.13.1 h1:YIc7HTYsKndGK4RFzJ3covLz1byri52x0IoMB0Pt/vk=
+go.mongodb.org/mongo-driver v1.13.1/go.mod h1:wcDf1JBCXy2mOW0bWHwO/IOYqdca1MPCwDtFu/Z9+eo=
 go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU=
 go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8=
 go.opencensus.io v0.22.2/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw=
@@ -1192,20 +1209,16 @@ go.opentelemetry.io/auto/sdk v1.1.0 h1:cH53jehLUN6UFLY71z+NDOiNJqDdPRaXzTel0sJyS
 go.opentelemetry.io/auto/sdk v1.1.0/go.mod h1:3wSPjt5PWp2RhlCcmmOial7AvC4DQqZb7a7wCow3W8A=
 go.opentelemetry.io/contrib/detectors/gcp v1.34.0 h1:JRxssobiPg23otYU5SbWtQC//snGVIM3Tx6QRzlQBao=
 go.opentelemetry.io/contrib/detectors/gcp v1.34.0/go.mod h1:cV4BMFcscUR/ckqLkbfQmF0PRsq8w/lMGzdbCSveBHo=
-go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.25.0/go.mod h1:E5NNboN0UqSAki0Atn9kVwaN7I+l25gGxDqBueo/74E=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0 h1:rgMkmiGfix9vFJDcDi1PK8WEQP4FLQwLDfhp5ZLpFeE=
 go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.59.0/go.mod h1:ijPqXp5P6IRRByFVVg9DY8P5HkxkHE5ARIa+86aXPf4=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0 h1:CV7UdSGJt/Ao6Gp4CXckLxVRRsRgDHoI8XjbL3PDl8s=
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.59.0/go.mod h1:FRmFuRJfag1IZ2dPkHnEoSFVgTVPUd2qf5Vi69hLb8I=
-go.opentelemetry.io/otel v1.0.1/go.mod h1:OPEOD4jIT2SlZPMmwT6FqZz2C0ZNdQqiWcoK6M0SNFU=
 go.opentelemetry.io/otel v1.34.0 h1:zRLXxLCgL1WyKsPVrgbSdMN4c0FMkDAskSTQP+0hdUY=
 go.opentelemetry.io/otel v1.34.0/go.mod h1:OWFPOQ+h4G8xpyjgqo4SxJYdDQ/qmRH+wivy7zzx9oI=
 go.opentelemetry.io/otel/exporters/jaeger v1.13.0 h1:VAMoGujbVV8Q0JNM/cEbhzUIWWBxnEqH45HP9iBKN04=
 go.opentelemetry.io/otel/exporters/jaeger v1.13.0/go.mod h1:fHwbmle6mBFJA1p2ZIhilvffCdq/dM5UTIiCOmEjS+w=
-go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.0.1/go.mod h1:Kv8liBeVNFkkkbilbgWRpV+wWuu+H5xdOT6HAgd30iw=
 go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.20.0 h1:DeFD0VgTZ+Cj6hxravYYZE2W4GlneVH81iAOPjZkzk8=
 go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.20.0/go.mod h1:GijYcYmNpX1KazD5JmWGsi4P7dDTTTnfv1UbGn84MnU=
-go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.0.1/go.mod h1:xOvWoTOrQjxjW61xtOmD/WKGRYb/P4NzRo3bs65U6Rk=
 go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.20.0 h1:gvmNvqrPYovvyRmCSygkUDyL8lC5Tl845MLEwqpxhEU=
 go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.20.0/go.mod h1:vNUq47TGFioo+ffTSnKNdob241vePmtNZnAODKapKd0=
 go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.20.0 h1:CsBiKCiQPdSjS+MlRiqeTI9JDDpSuk0Hb6QTRfwer8k=
@@ -1216,16 +1229,13 @@ go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.20.0 h1:4s9HxB4azeeQkhY
 go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.20.0/go.mod h1:djVA3TUJ2fSdMX0JE5XxFBOaZzprElJoP7fD4vnV2SU=
 go.opentelemetry.io/otel/metric v1.34.0 h1:+eTR3U0MyfWjRDhmFMxe2SsW64QrZ84AOhvqS7Y+PoQ=
 go.opentelemetry.io/otel/metric v1.34.0/go.mod h1:CEDrp0fy2D0MvkXE+dPV7cMi8tWZwX3dmaIhwPOaqHE=
-go.opentelemetry.io/otel/sdk v1.0.1/go.mod h1:HrdXne+BiwsOHYYkBE5ysIcv2bvdZstxzmCQhxTcZkI=
 go.opentelemetry.io/otel/sdk v1.34.0 h1:95zS4k/2GOy069d321O8jWgYsW3MzVV+KuSPKp7Wr1A=
 go.opentelemetry.io/otel/sdk v1.34.0/go.mod h1:0e/pNiaMAqaykJGKbi+tSjWfNNHMTxoC9qANsCzbyxU=
 go.opentelemetry.io/otel/sdk/metric v1.34.0 h1:5CeK9ujjbFVL5c1PhLuStg1wxA7vQv7ce1EK0Gyvahk=
 go.opentelemetry.io/otel/sdk/metric v1.34.0/go.mod h1:jQ/r8Ze28zRKoNRdkjCZxfs6YvBTG1+YIqyFVFYec5w=
-go.opentelemetry.io/otel/trace v1.0.1/go.mod h1:5g4i4fKLaX2BQpSBsxw8YYcgKpMMSW3x7ZTuYBr3sUk=
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 go.opentelemetry.io/otel/trace v1.34.0/go.mod h1:Svm7lSjQD7kG7KJ/MUHPVXSDGz2OX4h0M2jHBhmSfRE=
 go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI=
-go.opentelemetry.io/proto/otlp v0.9.0/go.mod h1:1vKfU9rv61e9EVGthD1zNvUbiwPcimSsOPU9brfSHJg=
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 go.uber.org/atomic v1.4.0/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE=
@@ -1272,13 +1282,14 @@ golang.org/x/crypto v0.0.0-20191227163750-53104e6ec876/go.mod h1:LzIPMQfyMNhhGPh
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20200820211705-5c72a883971a/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20201002170205-7f63de1d35b0/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
+golang.org/x/crypto v0.0.0-20201012173705-84dcc777aaee/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
 golang.org/x/crypto v0.0.0-20210322153248-0c34fe9e7dc2/go.mod h1:T9bdIzuCu7OtxOm1hfPfRQxPLYneinmdGuTeoZ9dtd4=
 golang.org/x/crypto v0.0.0-20210421170649-83a5a9bb288b/go.mod h1:T9bdIzuCu7OtxOm1hfPfRQxPLYneinmdGuTeoZ9dtd4=
 golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
-golang.org/x/crypto v0.0.0-20220411220226-7b82a4e95df4/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
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 golang.org/x/crypto v0.0.0-20220722155217-630584e8d5aa/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4=
-golang.org/x/crypto v0.41.0 h1:WKYxWedPGCTVVl5+WHSSrOBT0O8lx32+zxmHxijgXp4=
+golang.org/x/crypto v0.45.0 h1:jMBrvKuj23MTlT0bQEOBcAE0mjg8mK9RXFhRH6nyF3Q=
-golang.org/x/crypto v0.41.0/go.mod h1:pO5AFd7FA68rFak7rOAGVuygIISepHftHnr8dr6+sUc=
+golang.org/x/crypto v0.45.0/go.mod h1:XTGrrkGJve7CYK7J8PEww4aY7gM3qMCElcJQ8n8JdX4=
 golang.org/x/exp v0.0.0-20180321215751-8460e604b9de/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20180807140117-3d87b88a115f/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
 golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA=
@@ -1328,8 +1339,9 @@ golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
 golang.org/x/mod v0.4.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
 golang.org/x/mod v0.4.1/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
 golang.org/x/mod v0.4.2/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA=
-golang.org/x/mod v0.26.0 h1:EGMPT//Ezu+ylkCijjPc+f4Aih7sZvaAr+O3EHBxvZg=
+golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
-golang.org/x/mod v0.26.0/go.mod h1:/j6NAhSk8iQ723BGAUyoAcn7SlD7s15Dp9Nd/SfeaFQ=
+golang.org/x/mod v0.29.0 h1:HV8lRxZC4l2cr3Zq1LvtOsi/ThTgWnUk/y64QSs8GwA=
+golang.org/x/mod v0.29.0/go.mod h1:NyhrlYXJ2H4eJiRy/WDBO6HMqZQ6q9nk4JzS3NuCK+w=
 golang.org/x/net v0.0.0-20180406214816-61147c48b25b/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
@@ -1369,6 +1381,7 @@ golang.org/x/net v0.0.0-20200625001655-4c5254603344/go.mod h1:/O7V0waA8r7cgGh81R
 golang.org/x/net v0.0.0-20200707034311-ab3426394381/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
 golang.org/x/net v0.0.0-20200822124328-c89045814202/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
 golang.org/x/net v0.0.0-20200904194848-62affa334b73/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA=
+golang.org/x/net v0.0.0-20201010224723-4f7140c49acb/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
 golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
 golang.org/x/net v0.0.0-20201031054903-ff519b6c9102/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
 golang.org/x/net v0.0.0-20201110031124-69a78807bb2b/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU=
@@ -1381,8 +1394,9 @@ golang.org/x/net v0.0.0-20210316092652-d523dce5a7f4/go.mod h1:RBQZq4jEuRlivfhVLd
 golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96bSt6lcn1PtDYWL6XObtHCRCNQM=
 golang.org/x/net v0.0.0-20211008194852-3b03d305991f/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
 golang.org/x/net v0.0.0-20211112202133-69e39bad7dc2/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y=
-golang.org/x/net v0.43.0 h1:lat02VYK2j4aLzMzecihNvTlJNQUq316m2Mr9rnM6YE=
+golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
-golang.org/x/net v0.43.0/go.mod h1:vhO1fvI4dGsIjh73sWfUVjj3N7CA9WkKJNQm2svM6Jg=
+golang.org/x/net v0.47.0 h1:Mx+4dIFzqraBXUugkia1OOvlD6LemFo1ALMHjrXDOhY=
+golang.org/x/net v0.47.0/go.mod h1:/jNxtkgq5yWUGYkaZGqo27cfGZ1c5Nen03aYrrKpVRU=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
 golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw=
@@ -1408,8 +1422,9 @@ golang.org/x/sync v0.0.0-20200625203802-6e8e738ad208/go.mod h1:RxMgew5VJxzue5/jJ
 golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
-golang.org/x/sync v0.16.0 h1:ycBJEhp9p4vXvUZNszeOq0kGTPghopOL8q0fq3vstxw=
+golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
-golang.org/x/sync v0.16.0/go.mod h1:1dzgHSNfp02xaA81J2MS99Qcpr2w7fw1gpm99rleRqA=
+golang.org/x/sync v0.18.0 h1:kr88TuHDroi+UVf+0hZnirlk8o8T+4MrK6mr60WkH/I=
+golang.org/x/sync v0.18.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
 golang.org/x/sys v0.0.0-20180807162357-acbc56fc7007/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20180823144017-11551d06cbcc/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
 golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
@@ -1457,7 +1472,6 @@ golang.org/x/sys v0.0.0-20200615200032-f1bc736245b1/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20200625212154-ddb9806d33ae/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200803210538-64077c9b5642/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200905004654-be1d3432aa8f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
-golang.org/x/sys v0.0.0-20200923182605-d9f96fdee20d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20201009025420-dfb3f7c4e634/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
@@ -1487,7 +1501,10 @@ golang.org/x/sys v0.0.0-20210819135213-f52c844e1c1c/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.0.0-20210927094055-39ccf1dd6fa6/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20211007075335-d3039528d8ac/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220209214540-3681064d5158/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.0.0-20220406163625-3f8b81556e12/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
@@ -1495,11 +1512,14 @@ golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.11.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.15.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
-golang.org/x/sys v0.35.0 h1:vz1N37gP5bs89s7He8XuIYXpyY0+QlsKmzipCbUtyxI=
+golang.org/x/sys v0.38.0 h1:3yZWxaJjBmCWXqhN1qh02AkOnCQ1poK6oF+a7xWL6Gc=
-golang.org/x/sys v0.35.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
+golang.org/x/sys v0.38.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
+golang.org/x/telemetry v0.0.0-20251008203120-078029d740a8 h1:LvzTn0GQhWuvKH/kVRS3R3bVAsdQWI7hvfLHGgh9+lU=
+golang.org/x/telemetry v0.0.0-20251008203120-078029d740a8/go.mod h1:Pi4ztBfryZoJEkyFTI5/Ocsu2jXyDr6iSdgJiYE/uwE=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
-golang.org/x/term v0.34.0 h1:O/2T7POpk0ZZ7MAzMeWFSg6S5IpWd/RXDlM9hgM3DR4=
+golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
-golang.org/x/term v0.34.0/go.mod h1:5jC53AEywhIVebHgPVeg0mj8OD3VO9OzclacVrqpaAw=
+golang.org/x/term v0.37.0 h1:8EGAD0qCmHYZg6J17DvsMy9/wJ7/D/4pV/wfnld5lTU=
+golang.org/x/term v0.37.0/go.mod h1:5pB4lxRNYYVZuTLmy8oR2BH8dflOR+IbTYFD8fi3254=
 golang.org/x/text v0.0.0-20170915032832-14c0d48ead0c/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
@@ -1509,14 +1529,15 @@ golang.org/x/text v0.3.4/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.5/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
 golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
-golang.org/x/text v0.28.0 h1:rhazDwis8INMIwQ4tpjLDzUhx6RlXqZNPEM0huQojng=
+golang.org/x/text v0.3.8/go.mod h1:E6s5w1FMmriuDzIBO73fBruAKo1PCIq6d2Q6DHfQ8WQ=
-golang.org/x/text v0.28.0/go.mod h1:U8nCwOR8jO/marOQ0QbDiOngZVEBB7MAiitBuMjXiNU=
+golang.org/x/text v0.7.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8=
+golang.org/x/text v0.31.0 h1:aC8ghyu4JhP8VojJ2lEHBnochRno1sgL6nEi9WGFGMM=
+golang.org/x/text v0.31.0/go.mod h1:tKRAlv61yKIjGGHX/4tP1LTbc13YSec1pxVEWXzfoeM=
 golang.org/x/time v0.0.0-20181108054448-85acf8d2951c/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20190308202827-9d24e82272b4/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20191024005414-555d28b269f0/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20200630173020-3af7569d3a1e/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.0.0-20201208040808-7e3f01d25324/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
-golang.org/x/time v0.0.0-20210220033141-f8bda1e9f3ba/go.mod h1:tRJNPiyCQ0inRvYxbN9jk5I+vvW/OXSQhTDSoE431IQ=
 golang.org/x/time v0.10.0 h1:3usCWA8tQn0L8+hFJQNgzpWbd89begxN66o1Ojdn5L4=
 golang.org/x/time v0.10.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/tools v0.0.0-20180221164845-07fd8470d635/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -1586,8 +1607,9 @@ golang.org/x/tools v0.1.0/go.mod h1:xkSsbof2nBLbhDlRMhhhyNLN/zl3eTqcnHD5viDpcZ0=
 golang.org/x/tools v0.1.2/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
 golang.org/x/tools v0.1.3/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
 golang.org/x/tools v0.1.5/go.mod h1:o0xws9oXOQQZyjljx8fwUC0k7L1pTE6eaCbjGeHmOkk=
-golang.org/x/tools v0.35.0 h1:mBffYraMEf7aa0sB+NuKnuCy8qI/9Bughn8dC2Gu5r0=
+golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
-golang.org/x/tools v0.35.0/go.mod h1:NKdj5HkL/73byiZSJjqJgKn3ep7KjFkBOkR/Hps3VPw=
+golang.org/x/tools v0.38.0 h1:Hx2Xv8hISq8Lm16jvBZ2VQf+RLmbd7wVUsALibYI/IQ=
+golang.org/x/tools v0.38.0/go.mod h1:yEsQ/d/YK8cjh0L6rZlY8tgtlKiBNTL14pGDJPJpYQs=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
@@ -1710,14 +1732,11 @@ google.golang.org/grpc v1.34.0/go.mod h1:WotjhfgOW/POjDeRt8vscBtXq+2VjORFy659qA5
 google.golang.org/grpc v1.35.0/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU=
 google.golang.org/grpc v1.36.0/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU=
 google.golang.org/grpc v1.36.1/go.mod h1:qjiiYl8FncCW8feJPdyg3v6XW24KsRHe+dy9BAGRRjU=
-google.golang.org/grpc v1.37.1/go.mod h1:NREThFqKR1f3iQ6oBuvc5LadQuXVGo9rkm5ZGrQdJfM=
 google.golang.org/grpc v1.38.0/go.mod h1:NREThFqKR1f3iQ6oBuvc5LadQuXVGo9rkm5ZGrQdJfM=
-google.golang.org/grpc v1.40.0/go.mod h1:ogyxbiOoUXAkP+4+xa6PZSE9DZgIHtSpzjDTB9KAK34=
-google.golang.org/grpc v1.41.0/go.mod h1:U3l9uK9J0sini8mHphKoXyaqDA/8VyGnDee1zzIUK6k=
 google.golang.org/grpc v1.43.0/go.mod h1:k+4IHHFw41K8+bbowsex27ge2rCb65oeWqe4jJ590SU=
 google.golang.org/grpc v1.46.0/go.mod h1:vN9eftEi1UMyUsIF80+uQXhHjbXYbm0uXoFCACuMGWk=
-google.golang.org/grpc v1.71.0 h1:kF77BGdPTQ4/JZWMlb9VpJ5pa25aqvVqogsxNHHdeBg=
+google.golang.org/grpc v1.71.1 h1:ffsFWr7ygTUscGPI0KKK6TLrGz0476KUvvsbqWK0rPI=
-google.golang.org/grpc v1.71.0/go.mod h1:H0GRtasmQOh9LkFoCPDu3ZrwUtD1YGE+b2vYBYd/8Ec=
+google.golang.org/grpc v1.71.1/go.mod h1:H0GRtasmQOh9LkFoCPDu3ZrwUtD1YGE+b2vYBYd/8Ec=
 google.golang.org/grpc/examples v0.0.0-20220617181431-3e7b97febc7f h1:rqzndB2lIQGivcXdTuY3Y9NBvr70X+y77woofSRluec=
 google.golang.org/grpc/examples v0.0.0-20220617181431-3e7b97febc7f/go.mod h1:gxndsbNG1n4TZcHGgsYEfVGnTxqfEdfiDv6/DADXX9o=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=

internal/.mockery.yaml

@@ -14,6 +14,9 @@ packages:
       Broadcast:
       Local:
       Scanner:
+  github.com/milvus-io/milvus/internal/rootcoord/tombstone:
+    interfaces:
+      TombstoneSweeper:
   github.com/milvus-io/milvus/internal/streamingcoord/server/balancer:
     interfaces:
       Balancer:

internal/allocator/global_id_allocator_test.go

@@ -49,12 +49,12 @@ func startEmbedEtcdServer() (*embed.Etcd, error) {
 	if err != nil {
 		return nil, err
 	}
-	config.LCUrls = []url.URL{*u}
+	config.ListenClientUrls = []url.URL{*u}
 	u, err = url.Parse("http://localhost:0")
 	if err != nil {
 		return nil, err
 	}
-	config.LPUrls = []url.URL{*u}
+	config.ListenPeerUrls = []url.URL{*u}
 
 	return embed.StartEtcd(config)
 }

internal/allocator/mock_global_id_allocator.go

@@ -1,4 +1,4 @@
-// Code generated by mockery v2.32.4. DO NOT EDIT.
+// Code generated by mockery v2.53.3. DO NOT EDIT.
 
 package allocator
 
@@ -21,6 +21,10 @@ func (_m *MockGlobalIDAllocator) EXPECT() *MockGlobalIDAllocator_Expecter {
 func (_m *MockGlobalIDAllocator) Alloc(count uint32) (int64, int64, error) {
 	ret := _m.Called(count)
 
+	if len(ret) == 0 {
+		panic("no return value specified for Alloc")
+	}
+
 	var r0 int64
 	var r1 int64
 	var r2 error
@@ -76,10 +80,14 @@ func (_c *MockGlobalIDAllocator_Alloc_Call) RunAndReturn(run func(uint32) (int64
 	return _c
 }
 
-// AllocOne provides a mock function with given fields:
+// AllocOne provides a mock function with no fields
 func (_m *MockGlobalIDAllocator) AllocOne() (int64, error) {
 	ret := _m.Called()
 
+	if len(ret) == 0 {
+		panic("no return value specified for AllocOne")
+	}
+
 	var r0 int64
 	var r1 error
 	if rf, ok := ret.Get(0).(func() (int64, error)); ok {
@@ -127,10 +135,14 @@ func (_c *MockGlobalIDAllocator_AllocOne_Call) RunAndReturn(run func() (int64, e
 	return _c
 }
 
-// Initialize provides a mock function with given fields:
+// Initialize provides a mock function with no fields
 func (_m *MockGlobalIDAllocator) Initialize() error {
 	ret := _m.Called()
 
+	if len(ret) == 0 {
+		panic("no return value specified for Initialize")
+	}
+
 	var r0 error
 	if rf, ok := ret.Get(0).(func() error); ok {
 		r0 = rf()

internal/cdc/.mockery.yaml

@@ -19,6 +19,3 @@ packages:
   github.com/milvus-io/milvus/internal/cdc/replication/replicatemanager:
     interfaces:
       ChannelReplicator:
-  github.com/milvus-io/milvus/internal/cdc/controller:
-    interfaces:
-      Controller:

internal/cdc/cluster/cluster_client.go

@@ -1,51 +0,0 @@
-// Licensed to the LF AI & Data foundation under one
-// or more contributor license agreements. See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership. The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License. You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-package cluster
-
-import (
-	"context"
-
-	"go.uber.org/zap"
-
-	"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
-	"github.com/milvus-io/milvus/client/v2/milvusclient"
-	"github.com/milvus-io/milvus/pkg/v2/log"
-)
-
-type ClusterClient interface {
-	CreateMilvusClient(ctx context.Context, cluster *commonpb.MilvusCluster) (MilvusClient, error)
-}
-
-var _ ClusterClient = (*clusterClient)(nil)
-
-type clusterClient struct{}
-
-func NewClusterClient() ClusterClient {
-	return &clusterClient{}
-}
-
-func (c *clusterClient) CreateMilvusClient(ctx context.Context, cluster *commonpb.MilvusCluster) (MilvusClient, error) {
-	cli, err := milvusclient.New(ctx, &milvusclient.ClientConfig{
-		Address: cluster.GetConnectionParam().GetUri(),
-		APIKey:  cluster.GetConnectionParam().GetToken(),
-	})
-	if err != nil {
-		log.Warn("failed to create milvus client", zap.Error(err))
-		return nil, err
-	}
-	return cli, nil
-}

internal/cdc/cluster/milvus_client.go

@@ -19,16 +19,32 @@ package cluster
 import (
 	"context"
 
+	"github.com/cockroachdb/errors"
 	"google.golang.org/grpc"
 
+	"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
 	"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
+	"github.com/milvus-io/milvus/client/v2/milvusclient"
 )
 
 type MilvusClient interface {
 	// GetReplicateInfo gets the replicate information from the milvus cluster.
-	GetReplicateInfo(ctx context.Context, sourceClusterID string, opts ...grpc.CallOption) (*milvuspb.GetReplicateInfoResponse, error)
+	GetReplicateInfo(ctx context.Context, req *milvuspb.GetReplicateInfoRequest, opts ...grpc.CallOption) (*milvuspb.GetReplicateInfoResponse, error)
 	// CreateReplicateStream creates a replicate stream to the milvus cluster.
 	CreateReplicateStream(ctx context.Context, opts ...grpc.CallOption) (milvuspb.MilvusService_CreateReplicateStreamClient, error)
 	// Close closes the milvus client.
 	Close(ctx context.Context) error
 }
+
+type CreateMilvusClientFunc func(ctx context.Context, cluster *commonpb.MilvusCluster) (MilvusClient, error)
+
+func NewMilvusClient(ctx context.Context, cluster *commonpb.MilvusCluster) (MilvusClient, error) {
+	cli, err := milvusclient.New(ctx, &milvusclient.ClientConfig{
+		Address: cluster.GetConnectionParam().GetUri(),
+		APIKey:  cluster.GetConnectionParam().GetToken(),
+	})
+	if err != nil {
+		return nil, errors.Wrap(err, "failed to create milvus client")
+	}
+	return cli, nil
+}

internal/cdc/cluster/mock_cluster_client.go

@@ -1,97 +0,0 @@
-// Code generated by mockery v2.53.3. DO NOT EDIT.
-
-package cluster
-
-import (
-	context "context"
-
-	commonpb "github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
-
-	mock "github.com/stretchr/testify/mock"
-)
-
-// MockClusterClient is an autogenerated mock type for the ClusterClient type
-type MockClusterClient struct {
-	mock.Mock
-}
-
-type MockClusterClient_Expecter struct {
-	mock *mock.Mock
-}
-
-func (_m *MockClusterClient) EXPECT() *MockClusterClient_Expecter {
-	return &MockClusterClient_Expecter{mock: &_m.Mock}
-}
-
-// CreateMilvusClient provides a mock function with given fields: ctx, _a1
-func (_m *MockClusterClient) CreateMilvusClient(ctx context.Context, _a1 *commonpb.MilvusCluster) (MilvusClient, error) {
-	ret := _m.Called(ctx, _a1)
-
-	if len(ret) == 0 {
-		panic("no return value specified for CreateMilvusClient")
-	}
-
-	var r0 MilvusClient
-	var r1 error
-	if rf, ok := ret.Get(0).(func(context.Context, *commonpb.MilvusCluster) (MilvusClient, error)); ok {
-		return rf(ctx, _a1)
-	}
-	if rf, ok := ret.Get(0).(func(context.Context, *commonpb.MilvusCluster) MilvusClient); ok {
-		r0 = rf(ctx, _a1)
-	} else {
-		if ret.Get(0) != nil {
-			r0 = ret.Get(0).(MilvusClient)
-		}
-	}
-
-	if rf, ok := ret.Get(1).(func(context.Context, *commonpb.MilvusCluster) error); ok {
-		r1 = rf(ctx, _a1)
-	} else {
-		r1 = ret.Error(1)
-	}
-
-	return r0, r1
-}
-
-// MockClusterClient_CreateMilvusClient_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'CreateMilvusClient'
-type MockClusterClient_CreateMilvusClient_Call struct {
-	*mock.Call
-}
-
-// CreateMilvusClient is a helper method to define mock.On call
-//   - ctx context.Context
-//   - _a1 *commonpb.MilvusCluster
-func (_e *MockClusterClient_Expecter) CreateMilvusClient(ctx interface{}, _a1 interface{}) *MockClusterClient_CreateMilvusClient_Call {
-	return &MockClusterClient_CreateMilvusClient_Call{Call: _e.mock.On("CreateMilvusClient", ctx, _a1)}
-}
-
-func (_c *MockClusterClient_CreateMilvusClient_Call) Run(run func(ctx context.Context, _a1 *commonpb.MilvusCluster)) *MockClusterClient_CreateMilvusClient_Call {
-	_c.Call.Run(func(args mock.Arguments) {
-		run(args[0].(context.Context), args[1].(*commonpb.MilvusCluster))
-	})
-	return _c
-}
-
-func (_c *MockClusterClient_CreateMilvusClient_Call) Return(_a0 MilvusClient, _a1 error) *MockClusterClient_CreateMilvusClient_Call {
-	_c.Call.Return(_a0, _a1)
-	return _c
-}
-
-func (_c *MockClusterClient_CreateMilvusClient_Call) RunAndReturn(run func(context.Context, *commonpb.MilvusCluster) (MilvusClient, error)) *MockClusterClient_CreateMilvusClient_Call {
-	_c.Call.Return(run)
-	return _c
-}
-
-// NewMockClusterClient creates a new instance of MockClusterClient. It also registers a testing interface on the mock and a cleanup function to assert the mocks expectations.
-// The first argument is typically a *testing.T value.
-func NewMockClusterClient(t interface {
-	mock.TestingT
-	Cleanup(func())
-}) *MockClusterClient {
-	mock := &MockClusterClient{}
-	mock.Mock.Test(t)
-
-	t.Cleanup(func() { mock.AssertExpectations(t) })
-
-	return mock
-}

internal/cdc/cluster/mock_milvus_client.go

@@ -144,14 +144,14 @@ func (_c *MockMilvusClient_CreateReplicateStream_Call) RunAndReturn(run func(con
 	return _c
 }
 
-// GetReplicateInfo provides a mock function with given fields: ctx, sourceClusterID, opts
+// GetReplicateInfo provides a mock function with given fields: ctx, req, opts
-func (_m *MockMilvusClient) GetReplicateInfo(ctx context.Context, sourceClusterID string, opts ...grpc.CallOption) (*milvuspb.GetReplicateInfoResponse, error) {
+func (_m *MockMilvusClient) GetReplicateInfo(ctx context.Context, req *milvuspb.GetReplicateInfoRequest, opts ...grpc.CallOption) (*milvuspb.GetReplicateInfoResponse, error) {
 	_va := make([]interface{}, len(opts))
 	for _i := range opts {
 		_va[_i] = opts[_i]
 	}
 	var _ca []interface{}
-	_ca = append(_ca, ctx, sourceClusterID)
+	_ca = append(_ca, ctx, req)
 	_ca = append(_ca, _va...)
 	ret := _m.Called(_ca...)
 
@@ -161,19 +161,19 @@ func (_m *MockMilvusClient) GetReplicateInfo(ctx context.Context, sourceClusterI
 
 	var r0 *milvuspb.GetReplicateInfoResponse
 	var r1 error
-	if rf, ok := ret.Get(0).(func(context.Context, string, ...grpc.CallOption) (*milvuspb.GetReplicateInfoResponse, error)); ok {
+	if rf, ok := ret.Get(0).(func(context.Context, *milvuspb.GetReplicateInfoRequest, ...grpc.CallOption) (*milvuspb.GetReplicateInfoResponse, error)); ok {
-		return rf(ctx, sourceClusterID, opts...)
+		return rf(ctx, req, opts...)
 	}
-	if rf, ok := ret.Get(0).(func(context.Context, string, ...grpc.CallOption) *milvuspb.GetReplicateInfoResponse); ok {
+	if rf, ok := ret.Get(0).(func(context.Context, *milvuspb.GetReplicateInfoRequest, ...grpc.CallOption) *milvuspb.GetReplicateInfoResponse); ok {
-		r0 = rf(ctx, sourceClusterID, opts...)
+		r0 = rf(ctx, req, opts...)
 	} else {
 		if ret.Get(0) != nil {
 			r0 = ret.Get(0).(*milvuspb.GetReplicateInfoResponse)
 		}
 	}
 
-	if rf, ok := ret.Get(1).(func(context.Context, string, ...grpc.CallOption) error); ok {
+	if rf, ok := ret.Get(1).(func(context.Context, *milvuspb.GetReplicateInfoRequest, ...grpc.CallOption) error); ok {
-		r1 = rf(ctx, sourceClusterID, opts...)
+		r1 = rf(ctx, req, opts...)
 	} else {
 		r1 = ret.Error(1)
 	}
@@ -188,14 +188,14 @@ type MockMilvusClient_GetReplicateInfo_Call struct {
 
 // GetReplicateInfo is a helper method to define mock.On call
 //   - ctx context.Context
-//   - sourceClusterID string
+//   - req *milvuspb.GetReplicateInfoRequest
 //   - opts ...grpc.CallOption
-func (_e *MockMilvusClient_Expecter) GetReplicateInfo(ctx interface{}, sourceClusterID interface{}, opts ...interface{}) *MockMilvusClient_GetReplicateInfo_Call {
+func (_e *MockMilvusClient_Expecter) GetReplicateInfo(ctx interface{}, req interface{}, opts ...interface{}) *MockMilvusClient_GetReplicateInfo_Call {
 	return &MockMilvusClient_GetReplicateInfo_Call{Call: _e.mock.On("GetReplicateInfo",
-		append([]interface{}{ctx, sourceClusterID}, opts...)...)}
+		append([]interface{}{ctx, req}, opts...)...)}
 }
 
-func (_c *MockMilvusClient_GetReplicateInfo_Call) Run(run func(ctx context.Context, sourceClusterID string, opts ...grpc.CallOption)) *MockMilvusClient_GetReplicateInfo_Call {
+func (_c *MockMilvusClient_GetReplicateInfo_Call) Run(run func(ctx context.Context, req *milvuspb.GetReplicateInfoRequest, opts ...grpc.CallOption)) *MockMilvusClient_GetReplicateInfo_Call {
 	_c.Call.Run(func(args mock.Arguments) {
 		variadicArgs := make([]grpc.CallOption, len(args)-2)
 		for i, a := range args[2:] {
@@ -203,7 +203,7 @@ func (_c *MockMilvusClient_GetReplicateInfo_Call) Run(run func(ctx context.Conte
 				variadicArgs[i] = a.(grpc.CallOption)
 			}
 		}
-		run(args[0].(context.Context), args[1].(string), variadicArgs...)
+		run(args[0].(context.Context), args[1].(*milvuspb.GetReplicateInfoRequest), variadicArgs...)
 	})
 	return _c
 }
@@ -213,7 +213,7 @@ func (_c *MockMilvusClient_GetReplicateInfo_Call) Return(_a0 *milvuspb.GetReplic
 	return _c
 }
 
-func (_c *MockMilvusClient_GetReplicateInfo_Call) RunAndReturn(run func(context.Context, string, ...grpc.CallOption) (*milvuspb.GetReplicateInfoResponse, error)) *MockMilvusClient_GetReplicateInfo_Call {
+func (_c *MockMilvusClient_GetReplicateInfo_Call) RunAndReturn(run func(context.Context, *milvuspb.GetReplicateInfoRequest, ...grpc.CallOption) (*milvuspb.GetReplicateInfoResponse, error)) *MockMilvusClient_GetReplicateInfo_Call {
 	_c.Call.Return(run)
 	return _c
 }

internal/cdc/controller/controller.go

@@ -16,9 +16,159 @@
 
 package controller
 
+import (
+	"context"
+	"path"
+	"strings"
+	"sync"
+
+	"go.etcd.io/etcd/api/v3/mvccpb"
+	clientv3 "go.etcd.io/etcd/client/v3"
+	"go.uber.org/zap"
+
+	"github.com/milvus-io/milvus/internal/cdc/meta"
+	"github.com/milvus-io/milvus/internal/cdc/resource"
+	"github.com/milvus-io/milvus/internal/metastore/kv/streamingcoord"
+	"github.com/milvus-io/milvus/pkg/v2/log"
+	"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
+)
+
 // Controller controls and schedules the CDC process.
 // It will periodically update the replications by the replicate configuration.
 type Controller interface {
-	Start()
+	Start() error
 	Stop()
 }
+
+type controller struct {
+	ctx    context.Context
+	cancel context.CancelFunc
+	wg     sync.WaitGroup
+
+	prefix string
+}
+
+func NewController() *controller {
+	ctx, cancel := context.WithCancel(context.Background())
+	return &controller{
+		ctx:    ctx,
+		cancel: cancel,
+		prefix: path.Join(
+			paramtable.Get().EtcdCfg.MetaRootPath.GetValue(),
+			streamingcoord.ReplicatePChannelMetaPrefix,
+		),
+	}
+}
+
+func (c *controller) Start() error {
+	c.startWatchLoop()
+	return nil
+}
+
+func (c *controller) recoverReplicatePChannelMeta(channels []*meta.ReplicateChannel) {
+	currentClusterID := paramtable.Get().CommonCfg.ClusterPrefix.GetValue()
+	for _, channelMeta := range channels {
+		if !strings.Contains(channelMeta.Value.GetSourceChannelName(), currentClusterID) {
+			// current cluster is not source cluster, skip create replicator
+			continue
+		}
+		log.Info("recover replicate pchannel meta",
+			zap.String("key", channelMeta.Key),
+			zap.Int64("revision", channelMeta.ModRevision),
+		)
+		channel := &meta.ReplicateChannel{
+			Key:         channelMeta.Key,
+			Value:       channelMeta.Value,
+			ModRevision: channelMeta.ModRevision,
+		}
+		resource.Resource().ReplicateManagerClient().CreateReplicator(channel)
+	}
+	resource.Resource().ReplicateManagerClient().RemoveOutdatedReplicators(channels)
+}
+
+func (c *controller) watchEvents(revision int64) clientv3.WatchChan {
+	eventCh := resource.Resource().ETCD().Watch(
+		c.ctx,
+		c.prefix,
+		clientv3.WithPrefix(),
+		clientv3.WithPrevKV(),
+		clientv3.WithRev(revision),
+	)
+	log.Ctx(c.ctx).Info("succeed to watch replicate pchannel meta events",
+		zap.Int64("revision", revision), zap.String("prefix", c.prefix))
+	return eventCh
+}
+
+func (c *controller) startWatchLoop() {
+	c.wg.Add(1)
+	go func() {
+		defer c.wg.Done()
+		for {
+			m, err := meta.ListReplicatePChannels(c.ctx, resource.Resource().ETCD(), c.prefix)
+			if err != nil && c.ctx.Err() == nil {
+				log.Ctx(c.ctx).Warn("failed to list replicate pchannels", zap.Error(err))
+				continue
+			}
+			c.recoverReplicatePChannelMeta(m.Channels)
+			eventCh := c.watchEvents(m.Revision + 1)
+			err = c.watchLoop(eventCh)
+			if err == nil {
+				break
+			}
+		}
+	}()
+}
+
+func (c *controller) watchLoop(eventCh clientv3.WatchChan) error {
+	for {
+		select {
+		case <-c.ctx.Done():
+			return nil
+		case event, ok := <-eventCh:
+			if !ok {
+				panic("etcd event channel closed")
+			}
+			if err := event.Err(); err != nil {
+				log.Warn("etcd event error", zap.Error(err))
+				return err
+			}
+			for _, e := range event.Events {
+				switch e.Type {
+				case mvccpb.PUT:
+					log.Info("handle replicate pchannel PUT event",
+						zap.String("key", string(e.Kv.Key)),
+						zap.Int64("modRevision", e.Kv.ModRevision),
+					)
+					currentClusterID := paramtable.Get().CommonCfg.ClusterPrefix.GetValue()
+					replicate := meta.MustParseReplicateChannelFromEvent(e)
+					if !strings.Contains(replicate.GetSourceChannelName(), currentClusterID) {
+						// current cluster is not source cluster, skip create replicator
+						continue
+					}
+					channel := &meta.ReplicateChannel{
+						Key:         string(e.Kv.Key),
+						Value:       replicate,
+						ModRevision: e.Kv.ModRevision,
+					}
+					resource.Resource().ReplicateManagerClient().CreateReplicator(channel)
+				case mvccpb.DELETE:
+					log.Info("handle replicate pchannel DELETE event",
+						zap.String("key", string(e.Kv.Key)),
+						zap.Int64("prevModRevision", e.PrevKv.ModRevision),
+					)
+					key := string(e.Kv.Key)
+					revision := e.PrevKv.ModRevision
+					resource.Resource().ReplicateManagerClient().RemoveReplicator(key, revision)
+				}
+			}
+		}
+	}
+}
+
+func (c *controller) Stop() {
+	log.Ctx(c.ctx).Info("stop CDC controller...")
+	c.cancel()
+	c.wg.Wait()
+	resource.Resource().ReplicateManagerClient().Close()
+	log.Ctx(c.ctx).Info("CDC controller stopped")
+}

internal/cdc/controller/controller_test.go

@@ -0,0 +1,104 @@
+// Licensed to the LF AI & Data foundation under one
+// or more contributor license agreements. See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership. The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License. You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package controller
+
+import (
+	"testing"
+	"time"
+
+	"github.com/stretchr/testify/mock"
+	"go.etcd.io/etcd/api/v3/mvccpb"
+	clientv3 "go.etcd.io/etcd/client/v3"
+	"google.golang.org/protobuf/proto"
+
+	"github.com/milvus-io/milvus/internal/cdc/meta"
+	"github.com/milvus-io/milvus/internal/cdc/replication"
+	"github.com/milvus-io/milvus/internal/cdc/resource"
+	"github.com/milvus-io/milvus/internal/metastore/kv/streamingcoord"
+	"github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
+)
+
+func TestController_StartAndStop_WithEvents(t *testing.T) {
+	mockReplicateManagerClient := replication.NewMockReplicateManagerClient(t)
+	mockReplicateManagerClient.EXPECT().Close().Return()
+
+	// Create test data
+	replicateMeta := &streamingpb.ReplicatePChannelMeta{
+		SourceChannelName: "by-dev-test-source-channel",
+		TargetChannelName: "by-dev-test-target-channel",
+	}
+	metaBytes, _ := proto.Marshal(replicateMeta)
+
+	// Create mock events
+	putEvent := &clientv3.Event{
+		Type: mvccpb.PUT,
+		Kv: &mvccpb.KeyValue{
+			Key:   []byte(streamingcoord.BuildReplicatePChannelMetaKey(replicateMeta)),
+			Value: metaBytes,
+		},
+	}
+
+	deleteEvent := &clientv3.Event{
+		Type: mvccpb.DELETE,
+		Kv: &mvccpb.KeyValue{
+			Key: []byte(streamingcoord.BuildReplicatePChannelMetaKey(replicateMeta)),
+		},
+		PrevKv: &mvccpb.KeyValue{
+			Value: metaBytes,
+		},
+	}
+
+	eventCh := make(chan clientv3.WatchResponse, 2)
+	// Send events
+	go func() {
+		eventCh <- clientv3.WatchResponse{
+			Events: []*clientv3.Event{putEvent},
+		}
+		eventCh <- clientv3.WatchResponse{
+			Events: []*clientv3.Event{deleteEvent},
+		}
+	}()
+
+	notifyCh := make(chan struct{}, 2)
+	mockReplicateManagerClient.EXPECT().CreateReplicator(mock.Anything).RunAndReturn(func(replicate *meta.ReplicateChannel) {
+		notifyCh <- struct{}{}
+	})
+	mockReplicateManagerClient.EXPECT().RemoveReplicator(mock.Anything, mock.Anything).RunAndReturn(func(key string, modRevision int64) {
+		notifyCh <- struct{}{}
+	})
+
+	resource.InitForTest(t,
+		resource.OptReplicateManagerClient(mockReplicateManagerClient),
+	)
+
+	ctrl := NewController()
+	go ctrl.watchLoop(eventCh)
+
+	// Wait for put event to be processed
+	select {
+	case <-notifyCh:
+	case <-time.After(10 * time.Second):
+		t.Fatal("timeout waiting for put event")
+	}
+	// Wait for delete event to be processed
+	select {
+	case <-notifyCh:
+	case <-time.After(10 * time.Second):
+		t.Fatal("timeout waiting for delete event")
+	}
+	ctrl.Stop()
+}

internal/cdc/controller/controllerimpl/controller_impl.go

@@ -1,87 +0,0 @@
-// Licensed to the LF AI & Data foundation under one
-// or more contributor license agreements. See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership. The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License. You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-package controllerimpl
-
-import (
-	"context"
-	"sync"
-	"time"
-
-	"go.uber.org/zap"
-
-	"github.com/milvus-io/milvus/internal/cdc/resource"
-	"github.com/milvus-io/milvus/pkg/v2/log"
-)
-
-const checkInterval = 10 * time.Second
-
-type controller struct {
-	ctx      context.Context
-	wg       sync.WaitGroup
-	stopOnce sync.Once
-	stopChan chan struct{}
-}
-
-func NewController() *controller {
-	return &controller{
-		ctx:      context.Background(),
-		stopChan: make(chan struct{}),
-	}
-}
-
-func (c *controller) Start() {
-	log.Ctx(c.ctx).Info("CDC controller started")
-	c.wg.Add(1)
-	go func() {
-		defer c.wg.Done()
-		timer := time.NewTicker(checkInterval)
-		defer timer.Stop()
-		for {
-			select {
-			case <-c.stopChan:
-				return
-			case <-timer.C:
-				c.run()
-			}
-		}
-	}()
-}
-
-func (c *controller) Stop() {
-	c.stopOnce.Do(func() {
-		log.Ctx(c.ctx).Info("CDC controller stopping...")
-		close(c.stopChan)
-		c.wg.Wait()
-		resource.Resource().ReplicateManagerClient().Close()
-		log.Ctx(c.ctx).Info("CDC controller stopped")
-	})
-}
-
-func (c *controller) run() {
-	targetReplicatePChannels, err := resource.Resource().ReplicationCatalog().ListReplicatePChannels(c.ctx)
-	if err != nil {
-		log.Ctx(c.ctx).Error("failed to get replicate pchannels", zap.Error(err))
-		return
-	}
-	// create replicators for all replicate pchannels
-	for _, replicatePChannel := range targetReplicatePChannels {
-		resource.Resource().ReplicateManagerClient().CreateReplicator(replicatePChannel)
-	}
-
-	// remove out of target replicators
-	resource.Resource().ReplicateManagerClient().RemoveOutOfTargetReplicators(targetReplicatePChannels)
-}

internal/cdc/controller/controllerimpl/controller_impl_test.go

@@ -1,87 +0,0 @@
-// Licensed to the LF AI & Data foundation under one
-// or more contributor license agreements. See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership. The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License. You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-package controllerimpl
-
-import (
-	"testing"
-
-	"github.com/stretchr/testify/assert"
-	"github.com/stretchr/testify/mock"
-
-	"github.com/milvus-io/milvus/internal/cdc/replication"
-	"github.com/milvus-io/milvus/internal/cdc/resource"
-	"github.com/milvus-io/milvus/internal/mocks/mock_metastore"
-	"github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
-)
-
-func TestController_StartAndStop(t *testing.T) {
-	mockReplicateManagerClient := replication.NewMockReplicateManagerClient(t)
-	mockReplicateManagerClient.EXPECT().Close().Return()
-	resource.InitForTest(t,
-		resource.OptReplicateManagerClient(mockReplicateManagerClient),
-	)
-
-	ctrl := NewController()
-	assert.NotPanics(t, func() {
-		ctrl.Start()
-	})
-	assert.NotPanics(t, func() {
-		ctrl.Stop()
-	})
-}
-
-func TestController_Run(t *testing.T) {
-	mockReplicateManagerClient := replication.NewMockReplicateManagerClient(t)
-	mockReplicateManagerClient.EXPECT().Close().Return()
-
-	replicatePChannels := []*streamingpb.ReplicatePChannelMeta{
-		{
-			SourceChannelName: "test-source-channel-1",
-			TargetChannelName: "test-target-channel-1",
-		},
-	}
-	mockReplicationCatalog := mock_metastore.NewMockReplicationCatalog(t)
-	mockReplicationCatalog.EXPECT().ListReplicatePChannels(mock.Anything).Return(replicatePChannels, nil)
-	mockReplicateManagerClient.EXPECT().CreateReplicator(replicatePChannels[0]).Return()
-	mockReplicateManagerClient.EXPECT().RemoveOutOfTargetReplicators(replicatePChannels).Return()
-	resource.InitForTest(t,
-		resource.OptReplicateManagerClient(mockReplicateManagerClient),
-		resource.OptReplicationCatalog(mockReplicationCatalog),
-	)
-
-	ctrl := NewController()
-	ctrl.Start()
-	defer ctrl.Stop()
-	ctrl.run()
-}
-
-func TestController_RunError(t *testing.T) {
-	mockReplicateManagerClient := replication.NewMockReplicateManagerClient(t)
-	mockReplicateManagerClient.EXPECT().Close().Return()
-
-	mockReplicationCatalog := mock_metastore.NewMockReplicationCatalog(t)
-	mockReplicationCatalog.EXPECT().ListReplicatePChannels(mock.Anything).Return(nil, assert.AnError)
-	resource.InitForTest(t,
-		resource.OptReplicateManagerClient(mockReplicateManagerClient),
-		resource.OptReplicationCatalog(mockReplicationCatalog),
-	)
-
-	ctrl := NewController()
-	ctrl.Start()
-	defer ctrl.Stop()
-	ctrl.run()
-}

internal/cdc/controller/mock_controller.go

@@ -1,96 +0,0 @@
-// Code generated by mockery v2.53.3. DO NOT EDIT.
-
-package controller
-
-import mock "github.com/stretchr/testify/mock"
-
-// MockController is an autogenerated mock type for the Controller type
-type MockController struct {
-	mock.Mock
-}
-
-type MockController_Expecter struct {
-	mock *mock.Mock
-}
-
-func (_m *MockController) EXPECT() *MockController_Expecter {
-	return &MockController_Expecter{mock: &_m.Mock}
-}
-
-// Start provides a mock function with no fields
-func (_m *MockController) Start() {
-	_m.Called()
-}
-
-// MockController_Start_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'Start'
-type MockController_Start_Call struct {
-	*mock.Call
-}
-
-// Start is a helper method to define mock.On call
-func (_e *MockController_Expecter) Start() *MockController_Start_Call {
-	return &MockController_Start_Call{Call: _e.mock.On("Start")}
-}
-
-func (_c *MockController_Start_Call) Run(run func()) *MockController_Start_Call {
-	_c.Call.Run(func(args mock.Arguments) {
-		run()
-	})
-	return _c
-}
-
-func (_c *MockController_Start_Call) Return() *MockController_Start_Call {
-	_c.Call.Return()
-	return _c
-}
-
-func (_c *MockController_Start_Call) RunAndReturn(run func()) *MockController_Start_Call {
-	_c.Run(run)
-	return _c
-}
-
-// Stop provides a mock function with no fields
-func (_m *MockController) Stop() {
-	_m.Called()
-}
-
-// MockController_Stop_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'Stop'
-type MockController_Stop_Call struct {
-	*mock.Call
-}
-
-// Stop is a helper method to define mock.On call
-func (_e *MockController_Expecter) Stop() *MockController_Stop_Call {
-	return &MockController_Stop_Call{Call: _e.mock.On("Stop")}
-}
-
-func (_c *MockController_Stop_Call) Run(run func()) *MockController_Stop_Call {
-	_c.Call.Run(func(args mock.Arguments) {
-		run()
-	})
-	return _c
-}
-
-func (_c *MockController_Stop_Call) Return() *MockController_Stop_Call {
-	_c.Call.Return()
-	return _c
-}
-
-func (_c *MockController_Stop_Call) RunAndReturn(run func()) *MockController_Stop_Call {
-	_c.Run(run)
-	return _c
-}
-
-// NewMockController creates a new instance of MockController. It also registers a testing interface on the mock and a cleanup function to assert the mocks expectations.
-// The first argument is typically a *testing.T value.
-func NewMockController(t interface {
-	mock.TestingT
-	Cleanup(func())
-}) *MockController {
-	mock := &MockController{}
-	mock.Mock.Test(t)
-
-	t.Cleanup(func() { mock.AssertExpectations(t) })
-
-	return mock
-}

internal/cdc/meta/replicate_meta.go

@@ -0,0 +1,111 @@
+package meta
+
+import (
+	"context"
+	"fmt"
+	"time"
+
+	"github.com/cockroachdb/errors"
+	clientv3 "go.etcd.io/etcd/client/v3"
+	"google.golang.org/protobuf/proto"
+
+	"github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
+)
+
+const requestTimeout = 30 * time.Second
+
+type ReplicateChannel struct {
+	Key         string
+	Value       *streamingpb.ReplicatePChannelMeta
+	ModRevision int64
+}
+
+type ReplicateChannels struct {
+	Channels []*ReplicateChannel
+	Revision int64
+}
+
+// ListReplicatePChannels lists the replicate pchannels metadata from metastore.
+func ListReplicatePChannels(ctx context.Context, etcdCli *clientv3.Client, prefix string) (*ReplicateChannels, error) {
+	resp, err := listByPrefix(ctx, etcdCli, prefix)
+	if err != nil {
+		return nil, err
+	}
+	keys := make([]string, 0, resp.Count)
+	values := make([]string, 0, resp.Count)
+	revisions := make([]int64, 0, resp.Count)
+	for _, kv := range resp.Kvs {
+		keys = append(keys, string(kv.Key))
+		values = append(values, string(kv.Value))
+		revisions = append(revisions, kv.ModRevision)
+	}
+	channels := make([]*ReplicateChannel, 0, len(values))
+	for k, value := range values {
+		meta := &streamingpb.ReplicatePChannelMeta{}
+		err = proto.Unmarshal([]byte(value), meta)
+		if err != nil {
+			return nil, errors.Wrapf(err, "unmarshal replicate pchannel meta %s failed", keys[k])
+		}
+		channel := &ReplicateChannel{
+			Key:         keys[k],
+			Value:       meta,
+			ModRevision: revisions[k],
+		}
+		channels = append(channels, channel)
+	}
+	return &ReplicateChannels{
+		Channels: channels,
+		Revision: resp.Header.Revision,
+	}, nil
+}
+
+// RemoveReplicatePChannelWithRevision removes the replicate pchannel from metastore.
+// Remove the task of CDC replication task of current cluster, should be called when a CDC replication task is finished.
+// Because CDC removes the replicate pchannel meta asynchronously, there may be ordering conflicts
+// during primary-secondary switches. For example:
+// 1. Init: A -> B, Save key
+// 2. Switch: B -> A, Delete key asynchronously
+// 3. Switch again: A -> B, Save key
+// Expected meta op order: [Save, Delete, Save]
+// Actual meta op may be: [Save, Save, Delete]
+// To avoid ordering conflicts, we need to pass the key’s revision
+// and only remove the KV when the revision matches.
+func RemoveReplicatePChannelWithRevision(ctx context.Context, etcdCli *clientv3.Client, key string, revision int64) (bool, error) {
+	result, err := removeWithCmps(ctx, etcdCli, key, clientv3.Compare(clientv3.ModRevision(key), "=", revision))
+	return result, err
+}
+
+func MustParseReplicateChannelFromEvent(e *clientv3.Event) *streamingpb.ReplicatePChannelMeta {
+	meta := &streamingpb.ReplicatePChannelMeta{}
+	err := proto.Unmarshal(e.Kv.Value, meta)
+	if err != nil {
+		panic(fmt.Sprintf("failed to unmarshal replicate pchannel meta: %v", err))
+	}
+	return meta
+}
+
+// listByPrefix gets the key-value pairs with the given prefix.
+func listByPrefix(ctx context.Context, etcdCli *clientv3.Client, prefix string) (*clientv3.GetResponse, error) {
+	ctx1, cancel := context.WithTimeout(ctx, requestTimeout)
+	defer cancel()
+
+	opts := []clientv3.OpOption{
+		clientv3.WithPrefix(),
+		clientv3.WithSort(clientv3.SortByKey, clientv3.SortAscend),
+	}
+	return etcdCli.Get(ctx1, prefix, opts...)
+}
+
+// removeWithCmps removes the key with given cmps.
+func removeWithCmps(ctx context.Context, etcdCli *clientv3.Client, key string, cmps ...clientv3.Cmp) (bool, error) {
+	ctx, cancel := context.WithTimeout(ctx, requestTimeout)
+	defer cancel()
+
+	delOp := clientv3.OpDelete(key)
+	txn := etcdCli.Txn(ctx).If(cmps...).Then(delOp)
+	resp, err := txn.Commit()
+	if err != nil {
+		return false, err
+	}
+	return resp.Succeeded, nil
+}

internal/cdc/replication/mock_replicate_manager_client.go

@@ -3,7 +3,7 @@
 package replication
 
 import (
-	streamingpb "github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
+	meta "github.com/milvus-io/milvus/internal/cdc/meta"
 	mock "github.com/stretchr/testify/mock"
 )
 
@@ -52,9 +52,9 @@ func (_c *MockReplicateManagerClient_Close_Call) RunAndReturn(run func()) *MockR
 	return _c
 }
 
-// CreateReplicator provides a mock function with given fields: replicateInfo
+// CreateReplicator provides a mock function with given fields: channel
-func (_m *MockReplicateManagerClient) CreateReplicator(replicateInfo *streamingpb.ReplicatePChannelMeta) {
+func (_m *MockReplicateManagerClient) CreateReplicator(channel *meta.ReplicateChannel) {
-	_m.Called(replicateInfo)
+	_m.Called(channel)
 }
 
 // MockReplicateManagerClient_CreateReplicator_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'CreateReplicator'
@@ -63,14 +63,14 @@ type MockReplicateManagerClient_CreateReplicator_Call struct {
 }
 
 // CreateReplicator is a helper method to define mock.On call
-//   - replicateInfo *streamingpb.ReplicatePChannelMeta
+//   - channel *meta.ReplicateChannel
-func (_e *MockReplicateManagerClient_Expecter) CreateReplicator(replicateInfo interface{}) *MockReplicateManagerClient_CreateReplicator_Call {
+func (_e *MockReplicateManagerClient_Expecter) CreateReplicator(channel interface{}) *MockReplicateManagerClient_CreateReplicator_Call {
-	return &MockReplicateManagerClient_CreateReplicator_Call{Call: _e.mock.On("CreateReplicator", replicateInfo)}
+	return &MockReplicateManagerClient_CreateReplicator_Call{Call: _e.mock.On("CreateReplicator", channel)}
 }
 
-func (_c *MockReplicateManagerClient_CreateReplicator_Call) Run(run func(replicateInfo *streamingpb.ReplicatePChannelMeta)) *MockReplicateManagerClient_CreateReplicator_Call {
+func (_c *MockReplicateManagerClient_CreateReplicator_Call) Run(run func(channel *meta.ReplicateChannel)) *MockReplicateManagerClient_CreateReplicator_Call {
 	_c.Call.Run(func(args mock.Arguments) {
-		run(args[0].(*streamingpb.ReplicatePChannelMeta))
+		run(args[0].(*meta.ReplicateChannel))
 	})
 	return _c
 }
@@ -80,40 +80,74 @@ func (_c *MockReplicateManagerClient_CreateReplicator_Call) Return() *MockReplic
 	return _c
 }
 
-func (_c *MockReplicateManagerClient_CreateReplicator_Call) RunAndReturn(run func(*streamingpb.ReplicatePChannelMeta)) *MockReplicateManagerClient_CreateReplicator_Call {
+func (_c *MockReplicateManagerClient_CreateReplicator_Call) RunAndReturn(run func(*meta.ReplicateChannel)) *MockReplicateManagerClient_CreateReplicator_Call {
 	_c.Run(run)
 	return _c
 }
 
-// RemoveOutOfTargetReplicators provides a mock function with given fields: targetReplicatePChannels
+// RemoveOutdatedReplicators provides a mock function with given fields: aliveChannels
-func (_m *MockReplicateManagerClient) RemoveOutOfTargetReplicators(targetReplicatePChannels []*streamingpb.ReplicatePChannelMeta) {
+func (_m *MockReplicateManagerClient) RemoveOutdatedReplicators(aliveChannels []*meta.ReplicateChannel) {
-	_m.Called(targetReplicatePChannels)
+	_m.Called(aliveChannels)
 }
 
-// MockReplicateManagerClient_RemoveOutOfTargetReplicators_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'RemoveOutOfTargetReplicators'
+// MockReplicateManagerClient_RemoveOutdatedReplicators_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'RemoveOutdatedReplicators'
-type MockReplicateManagerClient_RemoveOutOfTargetReplicators_Call struct {
+type MockReplicateManagerClient_RemoveOutdatedReplicators_Call struct {
 	*mock.Call
 }
 
-// RemoveOutOfTargetReplicators is a helper method to define mock.On call
+// RemoveOutdatedReplicators is a helper method to define mock.On call
-//   - targetReplicatePChannels []*streamingpb.ReplicatePChannelMeta
+//   - aliveChannels []*meta.ReplicateChannel
-func (_e *MockReplicateManagerClient_Expecter) RemoveOutOfTargetReplicators(targetReplicatePChannels interface{}) *MockReplicateManagerClient_RemoveOutOfTargetReplicators_Call {
+func (_e *MockReplicateManagerClient_Expecter) RemoveOutdatedReplicators(aliveChannels interface{}) *MockReplicateManagerClient_RemoveOutdatedReplicators_Call {
-	return &MockReplicateManagerClient_RemoveOutOfTargetReplicators_Call{Call: _e.mock.On("RemoveOutOfTargetReplicators", targetReplicatePChannels)}
+	return &MockReplicateManagerClient_RemoveOutdatedReplicators_Call{Call: _e.mock.On("RemoveOutdatedReplicators", aliveChannels)}
 }
 
-func (_c *MockReplicateManagerClient_RemoveOutOfTargetReplicators_Call) Run(run func(targetReplicatePChannels []*streamingpb.ReplicatePChannelMeta)) *MockReplicateManagerClient_RemoveOutOfTargetReplicators_Call {
+func (_c *MockReplicateManagerClient_RemoveOutdatedReplicators_Call) Run(run func(aliveChannels []*meta.ReplicateChannel)) *MockReplicateManagerClient_RemoveOutdatedReplicators_Call {
 	_c.Call.Run(func(args mock.Arguments) {
-		run(args[0].([]*streamingpb.ReplicatePChannelMeta))
+		run(args[0].([]*meta.ReplicateChannel))
 	})
 	return _c
 }
 
-func (_c *MockReplicateManagerClient_RemoveOutOfTargetReplicators_Call) Return() *MockReplicateManagerClient_RemoveOutOfTargetReplicators_Call {
+func (_c *MockReplicateManagerClient_RemoveOutdatedReplicators_Call) Return() *MockReplicateManagerClient_RemoveOutdatedReplicators_Call {
 	_c.Call.Return()
 	return _c
 }
 
-func (_c *MockReplicateManagerClient_RemoveOutOfTargetReplicators_Call) RunAndReturn(run func([]*streamingpb.ReplicatePChannelMeta)) *MockReplicateManagerClient_RemoveOutOfTargetReplicators_Call {
+func (_c *MockReplicateManagerClient_RemoveOutdatedReplicators_Call) RunAndReturn(run func([]*meta.ReplicateChannel)) *MockReplicateManagerClient_RemoveOutdatedReplicators_Call {
+	_c.Run(run)
+	return _c
+}
+
+// RemoveReplicator provides a mock function with given fields: key, modRevision
+func (_m *MockReplicateManagerClient) RemoveReplicator(key string, modRevision int64) {
+	_m.Called(key, modRevision)
+}
+
+// MockReplicateManagerClient_RemoveReplicator_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'RemoveReplicator'
+type MockReplicateManagerClient_RemoveReplicator_Call struct {
+	*mock.Call
+}
+
+// RemoveReplicator is a helper method to define mock.On call
+//   - key string
+//   - modRevision int64
+func (_e *MockReplicateManagerClient_Expecter) RemoveReplicator(key interface{}, modRevision interface{}) *MockReplicateManagerClient_RemoveReplicator_Call {
+	return &MockReplicateManagerClient_RemoveReplicator_Call{Call: _e.mock.On("RemoveReplicator", key, modRevision)}
+}
+
+func (_c *MockReplicateManagerClient_RemoveReplicator_Call) Run(run func(key string, modRevision int64)) *MockReplicateManagerClient_RemoveReplicator_Call {
+	_c.Call.Run(func(args mock.Arguments) {
+		run(args[0].(string), args[1].(int64))
+	})
+	return _c
+}
+
+func (_c *MockReplicateManagerClient_RemoveReplicator_Call) Return() *MockReplicateManagerClient_RemoveReplicator_Call {
+	_c.Call.Return()
+	return _c
+}
+
+func (_c *MockReplicateManagerClient_RemoveReplicator_Call) RunAndReturn(run func(string, int64)) *MockReplicateManagerClient_RemoveReplicator_Call {
 	_c.Run(run)
 	return _c
 }

internal/cdc/replication/replicate_manager_client.go

@@ -16,15 +16,18 @@
 
 package replication
 
-import "github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
+import "github.com/milvus-io/milvus/internal/cdc/meta"
 
 // ReplicateManagerClient is the client that manages the replicate configuration.
 type ReplicateManagerClient interface {
 	// CreateReplicator creates a new replicator for the replicate pchannel.
-	CreateReplicator(replicateInfo *streamingpb.ReplicatePChannelMeta)
+	CreateReplicator(channel *meta.ReplicateChannel)
 
-	// RemoveOutOfTargetReplicators removes replicators that are not in the target replicate pchannels.
+	// RemoveReplicator removes a replicator for the replicate pchannel.
-	RemoveOutOfTargetReplicators(targetReplicatePChannels []*streamingpb.ReplicatePChannelMeta)
+	RemoveReplicator(key string, modRevision int64)
+
+	// RemoveOutdatedReplicators removes the outdated replicators.
+	RemoveOutdatedReplicators(aliveChannels []*meta.ReplicateChannel)
 
 	// Close closes the replicate manager client.
 	Close()

internal/cdc/replication/replicatemanager/channel_replicator.go

@@ -21,162 +21,181 @@ import (
 	"fmt"
 	"time"
 
+	"github.com/cockroachdb/errors"
 	"go.uber.org/zap"
 
-	"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
+	"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
+	"github.com/milvus-io/milvus/internal/cdc/cluster"
+	"github.com/milvus-io/milvus/internal/cdc/meta"
 	"github.com/milvus-io/milvus/internal/cdc/replication/replicatestream"
-	"github.com/milvus-io/milvus/internal/cdc/resource"
+	"github.com/milvus-io/milvus/internal/cdc/util"
 	"github.com/milvus-io/milvus/internal/distributed/streaming"
 	"github.com/milvus-io/milvus/internal/streamingnode/server/wal/utility"
 	"github.com/milvus-io/milvus/pkg/v2/log"
-	"github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
 	"github.com/milvus-io/milvus/pkg/v2/streaming/util/message"
 	"github.com/milvus-io/milvus/pkg/v2/streaming/util/message/adaptor"
 	"github.com/milvus-io/milvus/pkg/v2/streaming/util/options"
 	"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
-	"github.com/milvus-io/milvus/pkg/v2/util/typeutil"
+	"github.com/milvus-io/milvus/pkg/v2/util/syncutil"
 )
 
-const scannerHandlerChanSize = 64
-
 // Replicator is the client that replicates the message to the channel in the target cluster.
 type Replicator interface {
-	// StartReplicate starts the replicate for the channel.
+	// StartReplication starts the replicate for the channel.
-	StartReplicate()
+	StartReplication()
 
-	// StopReplicate stops the replicate loop
+	// StopReplication stops the replicate loop
 	// and wait for the loop to exit.
-	StopReplicate()
+	StopReplication()
-
-	// GetState returns the current state of the replicator.
-	GetState() typeutil.LifetimeState
 }
 
 var _ Replicator = (*channelReplicator)(nil)
 
 // channelReplicator is the implementation of ChannelReplicator.
 type channelReplicator struct {
-	replicateInfo *streamingpb.ReplicatePChannelMeta
+	channel       *meta.ReplicateChannel
 	createRscFunc replicatestream.CreateReplicateStreamClientFunc
+	createMcFunc  cluster.CreateMilvusClientFunc
+	targetClient  cluster.MilvusClient
+	streamClient  replicatestream.ReplicateStreamClient
+	msgScanner    streaming.Scanner
+	msgChan       adaptor.ChanMessageHandler
 
-	ctx      context.Context
+	asyncNotifier *syncutil.AsyncTaskNotifier[struct{}]
-	cancel   context.CancelFunc
-	lifetime *typeutil.Lifetime
 }
 
 // NewChannelReplicator creates a new ChannelReplicator.
-func NewChannelReplicator(replicateMeta *streamingpb.ReplicatePChannelMeta) Replicator {
+func NewChannelReplicator(channel *meta.ReplicateChannel) Replicator {
-	ctx, cancel := context.WithCancel(context.Background())
 	createRscFunc := replicatestream.NewReplicateStreamClient
 	return &channelReplicator{
-		replicateInfo: replicateMeta,
+		channel:       channel,
 		createRscFunc: createRscFunc,
-		ctx:           ctx,
+		createMcFunc:  cluster.NewMilvusClient,
-		cancel:        cancel,
+		asyncNotifier: syncutil.NewAsyncTaskNotifier[struct{}](),
-		lifetime:      typeutil.NewLifetime(),
 	}
 }
 
-func (r *channelReplicator) StartReplicate() {
+func (r *channelReplicator) StartReplication() {
-	logger := log.With(
+	logger := log.With(zap.String("key", r.channel.Key), zap.Int64("modRevision", r.channel.ModRevision))
-		zap.String("sourceChannel", r.replicateInfo.GetSourceChannelName()),
-		zap.String("targetChannel", r.replicateInfo.GetTargetChannelName()),
-	)
-	if !r.lifetime.Add(typeutil.LifetimeStateWorking) {
-		logger.Warn("replicate channel already started")
-		return
-	}
 	logger.Info("start replicate channel")
 	go func() {
-		defer r.lifetime.Done()
+		defer func() {
-		for {
+			if r.streamClient != nil {
-			err := r.replicateLoop()
+				r.streamClient.Close()
-			if err != nil {
+			}
-				logger.Warn("replicate channel failed", zap.Error(err))
+			if r.msgScanner != nil {
-				time.Sleep(10 * time.Second)
+				r.msgScanner.Close()
-				continue
+			}
+			if r.targetClient != nil {
+				r.targetClient.Close(r.asyncNotifier.Context())
+			}
+			r.asyncNotifier.Finish(struct{}{})
+		}()
+	INIT_LOOP:
+		for {
+			select {
+			case <-r.asyncNotifier.Context().Done():
+				return
+			default:
+				err := r.init()
+				if err != nil {
+					logger.Warn("initialize replicator failed", zap.Error(err))
+					continue
+				}
+				break INIT_LOOP
 			}
-			break
 		}
-		logger.Info("stop replicate channel")
+		r.startConsumeLoop()
 	}()
 }
 
-// replicateLoop starts the replicate loop.
+func (r *channelReplicator) init() error {
-func (r *channelReplicator) replicateLoop() error {
+	logger := log.With(zap.String("key", r.channel.Key), zap.Int64("modRevision", r.channel.ModRevision))
-	logger := log.With(
+	// init target client
-		zap.String("sourceChannel", r.replicateInfo.GetSourceChannelName()),
+	if r.targetClient == nil {
-		zap.String("targetChannel", r.replicateInfo.GetTargetChannelName()),
+		dialCtx, dialCancel := context.WithTimeout(r.asyncNotifier.Context(), 30*time.Second)
-	)
+		defer dialCancel()
-	cp, err := r.getReplicateCheckpoint()
+		milvusClient, err := r.createMcFunc(dialCtx, r.channel.Value.GetTargetCluster())
-	if err != nil {
+		if err != nil {
-		return err
+			return err
+		}
+		r.targetClient = milvusClient
+		logger.Info("target client initialized")
 	}
-	ch := make(adaptor.ChanMessageHandler, scannerHandlerChanSize)
+	// init msg scanner
-	scanner := streaming.WAL().Read(r.ctx, streaming.ReadOption{
+	if r.msgScanner == nil {
-		PChannel:       r.replicateInfo.GetSourceChannelName(),
+		cp, err := r.getReplicateCheckpoint()
-		DeliverPolicy:  options.DeliverPolicyStartFrom(cp.MessageID),
+		if err != nil {
-		DeliverFilters: []options.DeliverFilter{options.DeliverFilterTimeTickGT(cp.TimeTick)},
+			return err
-		MessageHandler: ch,
+		}
-	})
+		ch := make(adaptor.ChanMessageHandler)
-	defer scanner.Close()
+		scanner := streaming.WAL().Read(r.asyncNotifier.Context(), streaming.ReadOption{
+			PChannel:       r.channel.Value.GetSourceChannelName(),
+			DeliverPolicy:  options.DeliverPolicyStartFrom(cp.MessageID),
+			DeliverFilters: []options.DeliverFilter{options.DeliverFilterTimeTickGT(cp.TimeTick)},
+			MessageHandler: ch,
+		})
+		r.msgScanner = scanner
+		r.msgChan = ch
+		logger.Info("scanner initialized", zap.Any("checkpoint", cp))
+	}
+	// init replicate stream client
+	if r.streamClient == nil {
+		r.streamClient = r.createRscFunc(r.asyncNotifier.Context(), r.targetClient, r.channel)
+		logger.Info("stream client initialized")
+	}
+	return nil
+}
 
-	rsc := r.createRscFunc(r.ctx, r.replicateInfo)
+// startConsumeLoop starts the replicate loop.
-	defer rsc.Close()
+func (r *channelReplicator) startConsumeLoop() {
-
+	logger := log.With(zap.String("key", r.channel.Key), zap.Int64("modRevision", r.channel.ModRevision))
-	logger.Info("start replicate channel loop", zap.Any("startFrom", cp))
+	logger.Info("start consume loop")
 
 	for {
 		select {
-		case <-r.ctx.Done():
+		case <-r.asyncNotifier.Context().Done():
-			logger.Info("replicate channel stopped")
+			logger.Info("consume loop stopped")
-			return nil
+			return
-		case msg := <-ch:
+		case msg := <-r.msgChan:
-			// TODO: Should be done at streamingnode.
+			err := r.streamClient.Replicate(msg)
-			if msg.MessageType().IsSelfControlled() {
+			if err != nil {
-				if msg.MessageType() != message.MessageTypeTimeTick {
+				if !errors.Is(err, replicatestream.ErrReplicateIgnored) {
-					logger.Debug("skip self-controlled message", log.FieldMessage(msg))
+					panic(fmt.Sprintf("replicate message failed due to unrecoverable error: %v", err))
 				}
 				continue
 			}
-			err := rsc.Replicate(msg)
-			if err != nil {
-				panic(fmt.Sprintf("replicate message failed due to unrecoverable error: %v", err))
-			}
 			logger.Debug("replicate message success", log.FieldMessage(msg))
+			if msg.MessageType() == message.MessageTypeAlterReplicateConfig {
+				if util.IsReplicationRemovedByAlterReplicateConfigMessage(msg, r.channel.Value) {
+					logger.Info("replication removed, stop consume loop")
+					r.streamClient.BlockUntilFinish()
+					return
+				}
+			}
 		}
 	}
 }
 
 func (r *channelReplicator) getReplicateCheckpoint() (*utility.ReplicateCheckpoint, error) {
-	logger := log.With(
+	logger := log.With(zap.String("key", r.channel.Key), zap.Int64("modRevision", r.channel.ModRevision))
-		zap.String("sourceChannel", r.replicateInfo.GetSourceChannelName()),
-		zap.String("targetChannel", r.replicateInfo.GetTargetChannelName()),
-	)
 
-	ctx, cancel := context.WithTimeout(r.ctx, 30*time.Second)
+	ctx, cancel := context.WithTimeout(r.asyncNotifier.Context(), 30*time.Second)
 	defer cancel()
-	milvusClient, err := resource.Resource().ClusterClient().CreateMilvusClient(ctx, r.replicateInfo.GetTargetCluster())
-	if err != nil {
-		return nil, err
-	}
-	defer milvusClient.Close(ctx)
 
 	sourceClusterID := paramtable.Get().CommonCfg.ClusterPrefix.GetValue()
-	replicateInfo, err := milvusClient.GetReplicateInfo(ctx, sourceClusterID)
+	req := &milvuspb.GetReplicateInfoRequest{
+		SourceClusterId: sourceClusterID,
+		TargetPchannel:  r.channel.Value.GetTargetChannelName(),
+	}
+	replicateInfo, err := r.targetClient.GetReplicateInfo(ctx, req)
 	if err != nil {
-		return nil, err
+		return nil, errors.Wrap(err, "failed to get replicate info")
 	}
 
-	var checkpoint *commonpb.ReplicateCheckpoint
+	checkpoint := replicateInfo.GetCheckpoint()
-	for _, cp := range replicateInfo.GetCheckpoints() {
-		if cp.GetPchannel() == r.replicateInfo.GetSourceChannelName() {
-			checkpoint = cp
-			break
-		}
-	}
 	if checkpoint == nil || checkpoint.MessageId == nil {
-		initializedCheckpoint := utility.NewReplicateCheckpointFromProto(r.replicateInfo.InitializedCheckpoint)
+		initializedCheckpoint := utility.NewReplicateCheckpointFromProto(r.channel.Value.InitializedCheckpoint)
 		logger.Info("channel not found in replicate info, will start from the beginning",
 			zap.Stringer("messageID", initializedCheckpoint.MessageID),
 			zap.Uint64("timeTick", initializedCheckpoint.TimeTick),
@@ -192,12 +211,7 @@ func (r *channelReplicator) getReplicateCheckpoint() (*utility.ReplicateCheckpoi
 	return cp, nil
 }
 
-func (r *channelReplicator) StopReplicate() {
+func (r *channelReplicator) StopReplication() {
-	r.lifetime.SetState(typeutil.LifetimeStateStopped)
+	r.asyncNotifier.Cancel()
-	r.cancel()
+	r.asyncNotifier.BlockUntilFinish()
-	r.lifetime.Wait()
-}
-
-func (r *channelReplicator) GetState() typeutil.LifetimeState {
-	return r.lifetime.GetState()
 }

internal/cdc/replication/replicatemanager/channel_replicator_test.go

@@ -19,6 +19,7 @@ package replicatemanager
 import (
 	"context"
 	"testing"
+	"time"
 
 	"github.com/apache/pulsar-client-go/pulsar"
 	"github.com/stretchr/testify/assert"
@@ -27,13 +28,12 @@ import (
 	"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
 	"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
 	"github.com/milvus-io/milvus/internal/cdc/cluster"
+	"github.com/milvus-io/milvus/internal/cdc/meta"
 	"github.com/milvus-io/milvus/internal/cdc/replication/replicatestream"
-	"github.com/milvus-io/milvus/internal/cdc/resource"
 	"github.com/milvus-io/milvus/internal/distributed/streaming"
 	"github.com/milvus-io/milvus/internal/mocks/distributed/mock_streaming"
 	"github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
 	pulsar2 "github.com/milvus-io/milvus/pkg/v2/streaming/walimpls/impls/pulsar"
-	"github.com/milvus-io/milvus/pkg/v2/util/typeutil"
 )
 
 func newMockPulsarMessageID() *commonpb.MessageID {
@@ -49,22 +49,13 @@ func TestChannelReplicator_StartReplicateChannel(t *testing.T) {
 	mockMilvusClient := cluster.NewMockMilvusClient(t)
 	mockMilvusClient.EXPECT().GetReplicateInfo(mock.Anything, mock.Anything).
 		Return(&milvuspb.GetReplicateInfoResponse{
-			Checkpoints: []*commonpb.ReplicateCheckpoint{
+			Checkpoint: &commonpb.ReplicateCheckpoint{
-				{
+				Pchannel:  "test-source-channel",
-					Pchannel:  "test-source-channel",
+				MessageId: newMockPulsarMessageID(),
-					MessageId: newMockPulsarMessageID(),
-				},
 			},
 		}, nil)
 	mockMilvusClient.EXPECT().Close(mock.Anything).Return(nil)
 
-	mockClusterClient := cluster.NewMockClusterClient(t)
-	mockClusterClient.EXPECT().CreateMilvusClient(mock.Anything, mock.Anything).
-		Return(mockMilvusClient, nil)
-	resource.InitForTest(t,
-		resource.OptClusterClient(mockClusterClient),
-	)
-
 	scanner := mock_streaming.NewMockScanner(t)
 	scanner.EXPECT().Close().Return()
 	wal := mock_streaming.NewMockWALAccesser(t)
@@ -74,23 +65,31 @@ func TestChannelReplicator_StartReplicateChannel(t *testing.T) {
 	rs := replicatestream.NewMockReplicateStreamClient(t)
 	rs.EXPECT().Close().Return()
 
-	cluster := &commonpb.MilvusCluster{ClusterId: "test-cluster"}
+	mc := &commonpb.MilvusCluster{ClusterId: "test-cluster"}
 	replicateInfo := &streamingpb.ReplicatePChannelMeta{
 		SourceChannelName: "test-source-channel",
 		TargetChannelName: "test-target-channel",
-		TargetCluster:     cluster,
+		TargetCluster:     mc,
 	}
-	replicator := NewChannelReplicator(replicateInfo)
+	replicator := NewChannelReplicator(&meta.ReplicateChannel{
+		Value:       replicateInfo,
+		ModRevision: 0,
+	})
+	assert.NotNil(t, replicator)
+
 	replicator.(*channelReplicator).createRscFunc = func(ctx context.Context,
-		replicateInfo *streamingpb.ReplicatePChannelMeta,
+		c cluster.MilvusClient,
+		rm *meta.ReplicateChannel,
 	) replicatestream.ReplicateStreamClient {
 		return rs
 	}
-	assert.NotNil(t, replicator)
+	replicator.(*channelReplicator).createMcFunc = func(ctx context.Context,
+		cluster *commonpb.MilvusCluster,
+	) (cluster.MilvusClient, error) {
+		return mockMilvusClient, nil
+	}
 
-	replicator.StartReplicate()
+	replicator.StartReplication()
-	replicator.StopReplicate()
+	time.Sleep(200 * time.Millisecond)
-
+	replicator.StopReplication()
-	state := replicator.GetState()
-	assert.Equal(t, typeutil.LifetimeStateStopped, state)
 }

internal/cdc/replication/replicatemanager/replicate_manager.go

@@ -18,74 +18,103 @@ package replicatemanager
 
 import (
 	"context"
+	"fmt"
 	"strings"
+	"sync"
 
-	"github.com/samber/lo"
 	"go.uber.org/zap"
 
-	"github.com/milvus-io/milvus/internal/metastore/kv/streamingcoord"
+	"github.com/milvus-io/milvus/internal/cdc/meta"
 	"github.com/milvus-io/milvus/pkg/v2/log"
-	"github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
 	"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
 )
 
 // replicateManager is the implementation of ReplicateManagerClient.
 type replicateManager struct {
 	ctx context.Context
+	mu  sync.Mutex
 
 	// replicators is a map of replicate pchannel name to ChannelReplicator.
-	replicators         map[string]Replicator
+	replicators        map[string]Replicator
-	replicatorPChannels map[string]*streamingpb.ReplicatePChannelMeta
+	replicatorChannels map[string]*meta.ReplicateChannel
 }
 
 func NewReplicateManager() *replicateManager {
 	return &replicateManager{
-		ctx:                 context.Background(),
+		ctx:                context.Background(),
-		replicators:         make(map[string]Replicator),
+		replicators:        make(map[string]Replicator),
-		replicatorPChannels: make(map[string]*streamingpb.ReplicatePChannelMeta),
+		replicatorChannels: make(map[string]*meta.ReplicateChannel),
 	}
 }
 
-func (r *replicateManager) CreateReplicator(replicateInfo *streamingpb.ReplicatePChannelMeta) {
+func buildReplicatorKey(metaKey string, modRevision int64) string {
-	logger := log.With(
+	return fmt.Sprintf("%s/_v%d", metaKey, modRevision)
-		zap.String("sourceChannel", replicateInfo.GetSourceChannelName()),
+}
-		zap.String("targetChannel", replicateInfo.GetTargetChannelName()),
+
-	)
+func (r *replicateManager) CreateReplicator(channel *meta.ReplicateChannel) {
+	r.mu.Lock()
+	defer r.mu.Unlock()
+
+	logger := log.With(zap.String("key", channel.Key), zap.Int64("modRevision", channel.ModRevision))
+	repKey := buildReplicatorKey(channel.Key, channel.ModRevision)
 	currentClusterID := paramtable.Get().CommonCfg.ClusterPrefix.GetValue()
-	if !strings.Contains(replicateInfo.GetSourceChannelName(), currentClusterID) {
+	if !strings.Contains(channel.Value.GetSourceChannelName(), currentClusterID) {
-		// current cluster is not source cluster, skip create replicator
 		return
 	}
-	replicatorKey := streamingcoord.BuildReplicatePChannelMetaKey(replicateInfo)
+	_, ok := r.replicators[repKey]
-	_, ok := r.replicators[replicatorKey]
 	if ok {
 		logger.Debug("replicator already exists, skip create replicator")
 		return
 	}
-	replicator := NewChannelReplicator(replicateInfo)
+	replicator := NewChannelReplicator(channel)
-	replicator.StartReplicate()
+	replicator.StartReplication()
-	r.replicators[replicatorKey] = replicator
+	r.replicators[repKey] = replicator
-	r.replicatorPChannels[replicatorKey] = replicateInfo
+	r.replicatorChannels[repKey] = channel
 	logger.Info("created replicator for replicate pchannel")
 }
 
-func (r *replicateManager) RemoveOutOfTargetReplicators(targetReplicatePChannels []*streamingpb.ReplicatePChannelMeta) {
+func (r *replicateManager) RemoveReplicator(key string, modRevision int64) {
-	targets := lo.KeyBy(targetReplicatePChannels, streamingcoord.BuildReplicatePChannelMetaKey)
+	r.mu.Lock()
-	for replicatorKey, replicator := range r.replicators {
+	defer r.mu.Unlock()
-		if pchannelMeta, ok := targets[replicatorKey]; !ok {
+	r.removeReplicatorInternal(key, modRevision)
-			replicator.StopReplicate()
+}
-			delete(r.replicators, replicatorKey)
+
-			delete(r.replicatorPChannels, replicatorKey)
+func (r *replicateManager) removeReplicatorInternal(key string, modRevision int64) {
-			log.Info("removed replicator due to out of target",
+	logger := log.With(zap.String("key", key), zap.Int64("modRevision", modRevision))
-				zap.String("sourceChannel", pchannelMeta.GetSourceChannelName()),
+	repKey := buildReplicatorKey(key, modRevision)
-				zap.String("targetChannel", pchannelMeta.GetTargetChannelName()),
+	replicator, ok := r.replicators[repKey]
-			)
+	if !ok {
+		logger.Info("replicator not found, skip remove")
+		return
+	}
+	replicator.StopReplication()
+	delete(r.replicators, repKey)
+	delete(r.replicatorChannels, repKey)
+	logger.Info("removed replicator for replicate pchannel")
+}
+
+func (r *replicateManager) RemoveOutdatedReplicators(aliveChannels []*meta.ReplicateChannel) {
+	r.mu.Lock()
+	defer r.mu.Unlock()
+	alivesMap := make(map[string]struct{})
+	for _, channel := range aliveChannels {
+		repKey := buildReplicatorKey(channel.Key, channel.ModRevision)
+		alivesMap[repKey] = struct{}{}
+	}
+	for repKey := range r.replicators {
+		if _, ok := alivesMap[repKey]; !ok {
+			channel := r.replicatorChannels[repKey]
+			r.removeReplicatorInternal(channel.Key, channel.ModRevision)
 		}
 	}
 }
 
 func (r *replicateManager) Close() {
+	r.mu.Lock()
+	defer r.mu.Unlock()
 	for _, replicator := range r.replicators {
-		replicator.StopReplicate()
+		replicator.StopReplication()
 	}
+	r.replicators = make(map[string]Replicator)
+	r.replicatorChannels = make(map[string]*meta.ReplicateChannel)
 }

internal/cdc/replication/replicatemanager/replicate_manager_test.go

@@ -24,8 +24,7 @@ import (
 
 	"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
 	"github.com/milvus-io/milvus/internal/cdc/cluster"
-	"github.com/milvus-io/milvus/internal/cdc/resource"
+	"github.com/milvus-io/milvus/internal/cdc/meta"
-	"github.com/milvus-io/milvus/internal/metastore/kv/streamingcoord"
 	"github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
 	"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
 )
@@ -39,13 +38,6 @@ func TestReplicateManager_CreateReplicator(t *testing.T) {
 		Return(nil, assert.AnError).Maybe()
 	mockMilvusClient.EXPECT().Close(mock.Anything).Return(nil).Maybe()
 
-	mockClusterClient := cluster.NewMockClusterClient(t)
-	mockClusterClient.EXPECT().CreateMilvusClient(mock.Anything, mock.Anything).
-		Return(mockMilvusClient, nil).Maybe()
-	resource.InitForTest(t,
-		resource.OptClusterClient(mockClusterClient),
-	)
-
 	manager := NewReplicateManager()
 
 	// Test creating first replicator
@@ -56,13 +48,18 @@ func TestReplicateManager_CreateReplicator(t *testing.T) {
 			ClusterId: "test-cluster-1",
 		},
 	}
+	key := "test-replicate-key-1"
+	replicateMeta := &meta.ReplicateChannel{
+		Key:         key,
+		Value:       replicateInfo,
+		ModRevision: 0,
+	}
 
-	manager.CreateReplicator(replicateInfo)
+	manager.CreateReplicator(replicateMeta)
 
 	// Verify replicator was created
 	assert.Equal(t, 1, len(manager.replicators))
-	key := streamingcoord.BuildReplicatePChannelMetaKey(replicateInfo)
+	replicator, exists := manager.replicators[buildReplicatorKey(key, 0)]
-	replicator, exists := manager.replicators[key]
 	assert.True(t, exists)
 	assert.NotNil(t, replicator)
 
@@ -74,18 +71,23 @@ func TestReplicateManager_CreateReplicator(t *testing.T) {
 			ClusterId: "test-cluster-2",
 		},
 	}
+	key2 := "test-replicate-key-2"
+	replicateMeta2 := &meta.ReplicateChannel{
+		Key:         key2,
+		Value:       replicateInfo2,
+		ModRevision: 0,
+	}
 
-	manager.CreateReplicator(replicateInfo2)
+	manager.CreateReplicator(replicateMeta2)
 
 	// Verify second replicator was created
 	assert.Equal(t, 2, len(manager.replicators))
-	key2 := streamingcoord.BuildReplicatePChannelMetaKey(replicateInfo2)
+	replicator2, exists := manager.replicators[buildReplicatorKey(key2, 0)]
-	replicator2, exists := manager.replicators[key2]
 	assert.True(t, exists)
 	assert.NotNil(t, replicator2)
 
 	// Verify first replicator still exists
-	replicator1, exists := manager.replicators[key]
+	replicator1, exists := manager.replicators[buildReplicatorKey(key, 0)]
 	assert.True(t, exists)
 	assert.NotNil(t, replicator1)
 }

internal/cdc/replication/replicatestream/metrics.go

@@ -17,13 +17,12 @@
 package replicatestream
 
 import (
-	"time"
+	"github.com/prometheus/client_golang/prometheus"
 
 	"github.com/milvus-io/milvus/pkg/v2/metrics"
-	streamingpb "github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
+	"github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
-	message "github.com/milvus-io/milvus/pkg/v2/streaming/util/message"
+	"github.com/milvus-io/milvus/pkg/v2/streaming/util/message"
 	"github.com/milvus-io/milvus/pkg/v2/util/timerecord"
-	"github.com/milvus-io/milvus/pkg/v2/util/tsoutil"
 	"github.com/milvus-io/milvus/pkg/v2/util/typeutil"
 )
 
@@ -31,9 +30,10 @@ type ReplicateMetrics interface {
 	StartReplicate(msg message.ImmutableMessage)
 	OnSent(msg message.ImmutableMessage)
 	OnConfirmed(msg message.ImmutableMessage)
+	OnInitiate()
 	OnConnect()
 	OnDisconnect()
-	OnReconnect()
+	OnClose()
 }
 
 type msgMetrics struct {
@@ -87,19 +87,16 @@ func (m *replicateMetrics) OnConfirmed(msg message.ImmutableMessage) {
 		m.replicateInfo.GetTargetChannelName(),
 	).Observe(float64(replicateDuration.Milliseconds()))
 
-	now := time.Now()
+	metrics.CDCLastReplicatedTimeTick.WithLabelValues(
-	confirmedTime := tsoutil.PhysicalTime(msg.TimeTick())
-	lag := now.Sub(confirmedTime)
-	metrics.CDCReplicateLag.WithLabelValues(
 		m.replicateInfo.GetSourceChannelName(),
 		m.replicateInfo.GetTargetChannelName(),
-	).Set(float64(lag.Milliseconds()))
+	).Set(float64(msg.TimeTick()))
 }
 
-func (m *replicateMetrics) OnConnect() {
+func (m *replicateMetrics) OnInitiate() {
 	metrics.CDCStreamRPCConnections.WithLabelValues(
 		m.replicateInfo.GetTargetCluster().GetClusterId(),
-		metrics.CDCStatusConnected,
+		metrics.CDCStatusDisconnected,
 	).Inc()
 }
 
@@ -115,7 +112,7 @@ func (m *replicateMetrics) OnDisconnect() {
 	).Inc()
 }
 
-func (m *replicateMetrics) OnReconnect() {
+func (m *replicateMetrics) OnConnect() {
 	targetClusterID := m.replicateInfo.GetTargetCluster().GetClusterId()
 	metrics.CDCStreamRPCConnections.WithLabelValues(
 		targetClusterID,
@@ -130,3 +127,9 @@ func (m *replicateMetrics) OnReconnect() {
 		targetClusterID,
 	).Inc()
 }
+
+func (m *replicateMetrics) OnClose() {
+	metrics.CDCStreamRPCConnections.DeletePartialMatch(prometheus.Labels{
+		metrics.CDCLabelTargetCluster: m.replicateInfo.GetTargetCluster().GetClusterId(),
+	})
+}

internal/cdc/replication/replicatestream/mock_replicate_stream_client.go

@@ -20,6 +20,38 @@ func (_m *MockReplicateStreamClient) EXPECT() *MockReplicateStreamClient_Expecte
 	return &MockReplicateStreamClient_Expecter{mock: &_m.Mock}
 }
 
+// BlockUntilFinish provides a mock function with no fields
+func (_m *MockReplicateStreamClient) BlockUntilFinish() {
+	_m.Called()
+}
+
+// MockReplicateStreamClient_BlockUntilFinish_Call is a *mock.Call that shadows Run/Return methods with type explicit version for method 'BlockUntilFinish'
+type MockReplicateStreamClient_BlockUntilFinish_Call struct {
+	*mock.Call
+}
+
+// BlockUntilFinish is a helper method to define mock.On call
+func (_e *MockReplicateStreamClient_Expecter) BlockUntilFinish() *MockReplicateStreamClient_BlockUntilFinish_Call {
+	return &MockReplicateStreamClient_BlockUntilFinish_Call{Call: _e.mock.On("BlockUntilFinish")}
+}
+
+func (_c *MockReplicateStreamClient_BlockUntilFinish_Call) Run(run func()) *MockReplicateStreamClient_BlockUntilFinish_Call {
+	_c.Call.Run(func(args mock.Arguments) {
+		run()
+	})
+	return _c
+}
+
+func (_c *MockReplicateStreamClient_BlockUntilFinish_Call) Return() *MockReplicateStreamClient_BlockUntilFinish_Call {
+	_c.Call.Return()
+	return _c
+}
+
+func (_c *MockReplicateStreamClient_BlockUntilFinish_Call) RunAndReturn(run func()) *MockReplicateStreamClient_BlockUntilFinish_Call {
+	_c.Run(run)
+	return _c
+}
+
 // Close provides a mock function with no fields
 func (_m *MockReplicateStreamClient) Close() {
 	_m.Called()

internal/cdc/replication/replicatestream/msg_queue.go

@@ -62,18 +62,28 @@ type msgQueue struct {
 	notEmpty *sync.Cond
 	notFull  *sync.Cond
 
-	buf     []message.ImmutableMessage
+	buf      []message.ImmutableMessage
-	readIdx int
+	bufBytes int
-	cap     int
+	readIdx  int
-	closed  bool
+	cap      int
+	maxSize  int
+	closed   bool
+}
+
+type MsgQueueOptions struct {
+	Capacity int
+	MaxSize  int
 }
 
 // NewMsgQueue creates a queue with a fixed capacity (>0).
-func NewMsgQueue(capacity int) *msgQueue {
+func NewMsgQueue(options MsgQueueOptions) *msgQueue {
-	if capacity <= 0 {
+	if options.Capacity <= 0 {
 		panic("capacity must be > 0")
 	}
-	q := &msgQueue{cap: capacity}
+	if options.MaxSize <= 0 {
+		panic("max size must be > 0")
+	}
+	q := &msgQueue{cap: options.Capacity, maxSize: options.MaxSize}
 	q.notEmpty = sync.NewCond(&q.mu)
 	q.notFull = sync.NewCond(&q.mu)
 	return q
@@ -92,7 +102,7 @@ func (q *msgQueue) Enqueue(ctx context.Context, msg message.ImmutableMessage) er
 	q.mu.Lock()
 	defer q.mu.Unlock()
 
-	for len(q.buf) >= q.cap {
+	for len(q.buf) >= q.cap || q.bufBytes >= q.maxSize {
 		if ctx.Err() != nil {
 			return context.Canceled
 		}
@@ -110,6 +120,7 @@ func (q *msgQueue) Enqueue(ctx context.Context, msg message.ImmutableMessage) er
 	// }
 
 	q.buf = append(q.buf, msg)
+	q.bufBytes += msg.EstimateSize()
 
 	// New data is available for readers.
 	q.notEmpty.Signal()
@@ -176,6 +187,11 @@ func (q *msgQueue) CleanupConfirmedMessages(lastConfirmedTimeTick uint64) []mess
 		copy(cleanedMessages, q.buf[:cut])
 
 		// Drop the prefix [0:cut)
+		// Release memory of [0:cut) by zeroing references before reslicing
+		for i := 0; i < cut; i++ {
+			q.bufBytes -= q.buf[i].EstimateSize()
+			q.buf[i] = nil
+		}
 		q.buf = q.buf[cut:]
 		// Adjust read cursor relative to the new slice
 		q.readIdx -= cut

internal/cdc/replication/replicatestream/msg_queue_test.go

@@ -29,7 +29,7 @@ import (
 
 func TestMsgQueue_BasicOperations(t *testing.T) {
 	// Test basic queue operations
-	queue := NewMsgQueue(3)
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 3, MaxSize: 1000})
 	assert.Equal(t, 3, queue.Cap())
 	assert.Equal(t, 0, queue.Len())
 
@@ -37,6 +37,7 @@ func TestMsgQueue_BasicOperations(t *testing.T) {
 	ctx := context.Background()
 	msg1 := mock_message.NewMockImmutableMessage(t)
 	msg1.EXPECT().TimeTick().Return(uint64(100)).Maybe()
+	msg1.EXPECT().EstimateSize().Return(100).Maybe()
 
 	err := queue.Enqueue(ctx, msg1)
 	assert.NoError(t, err)
@@ -51,14 +52,16 @@ func TestMsgQueue_BasicOperations(t *testing.T) {
 
 func TestMsgQueue_EnqueueBlocking(t *testing.T) {
 	// Test enqueue blocking when queue is full
-	queue := NewMsgQueue(2)
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 2, MaxSize: 1000})
 	ctx := context.Background()
 
 	// Fill the queue
 	msg1 := mock_message.NewMockImmutableMessage(t)
 	msg1.EXPECT().TimeTick().Return(uint64(100)).Maybe()
+	msg1.EXPECT().EstimateSize().Return(100).Maybe()
 	msg2 := mock_message.NewMockImmutableMessage(t)
 	msg2.EXPECT().TimeTick().Return(uint64(200)).Maybe()
+	msg2.EXPECT().EstimateSize().Return(100).Maybe()
 
 	err := queue.Enqueue(ctx, msg1)
 	assert.NoError(t, err)
@@ -69,6 +72,7 @@ func TestMsgQueue_EnqueueBlocking(t *testing.T) {
 	// Try to enqueue when full - should block
 	msg3 := mock_message.NewMockImmutableMessage(t)
 	msg3.EXPECT().TimeTick().Return(uint64(300)).Maybe()
+	msg3.EXPECT().EstimateSize().Return(100).Maybe()
 
 	// Use a context with timeout to test blocking
 	ctxWithTimeout, cancel := context.WithTimeout(ctx, 100*time.Millisecond)
@@ -82,7 +86,7 @@ func TestMsgQueue_EnqueueBlocking(t *testing.T) {
 
 func TestMsgQueue_DequeueBlocking(t *testing.T) {
 	// Test dequeue blocking when queue is empty
-	queue := NewMsgQueue(2)
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 2, MaxSize: 1000})
 	ctx := context.Background()
 
 	// Try to dequeue from empty queue - should block
@@ -97,14 +101,16 @@ func TestMsgQueue_DequeueBlocking(t *testing.T) {
 
 func TestMsgQueue_SeekToHead(t *testing.T) {
 	// Test seek to head functionality
-	queue := NewMsgQueue(3)
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 3, MaxSize: 1000})
 	ctx := context.Background()
 
 	// Add messages
 	msg1 := mock_message.NewMockImmutableMessage(t)
 	msg1.EXPECT().TimeTick().Return(uint64(100)).Maybe()
+	msg1.EXPECT().EstimateSize().Return(100).Maybe()
 	msg2 := mock_message.NewMockImmutableMessage(t)
 	msg2.EXPECT().TimeTick().Return(uint64(200)).Maybe()
+	msg2.EXPECT().EstimateSize().Return(100).Maybe()
 
 	err := queue.Enqueue(ctx, msg1)
 	assert.NoError(t, err)
@@ -127,16 +133,19 @@ func TestMsgQueue_SeekToHead(t *testing.T) {
 
 func TestMsgQueue_CleanupConfirmedMessages(t *testing.T) {
 	// Test cleanup functionality
-	queue := NewMsgQueue(5)
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 5, MaxSize: 1000})
 	ctx := context.Background()
 
 	// Add messages with different timeticks
 	msg1 := mock_message.NewMockImmutableMessage(t)
 	msg1.EXPECT().TimeTick().Return(uint64(100)).Maybe()
+	msg1.EXPECT().EstimateSize().Return(100).Maybe()
 	msg2 := mock_message.NewMockImmutableMessage(t)
 	msg2.EXPECT().TimeTick().Return(uint64(200)).Maybe()
+	msg2.EXPECT().EstimateSize().Return(100).Maybe()
 	msg3 := mock_message.NewMockImmutableMessage(t)
 	msg3.EXPECT().TimeTick().Return(uint64(300)).Maybe()
+	msg3.EXPECT().EstimateSize().Return(100).Maybe()
 
 	err := queue.Enqueue(ctx, msg1)
 	assert.NoError(t, err)
@@ -162,16 +171,19 @@ func TestMsgQueue_CleanupConfirmedMessages(t *testing.T) {
 
 func TestMsgQueue_CleanupWithReadCursor(t *testing.T) {
 	// Test cleanup when read cursor is advanced
-	queue := NewMsgQueue(5)
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 5, MaxSize: 1000})
 	ctx := context.Background()
 
 	// Add messages
 	msg1 := mock_message.NewMockImmutableMessage(t)
 	msg1.EXPECT().TimeTick().Return(uint64(100)).Maybe()
+	msg1.EXPECT().EstimateSize().Return(100).Maybe()
 	msg2 := mock_message.NewMockImmutableMessage(t)
 	msg2.EXPECT().TimeTick().Return(uint64(200)).Maybe()
+	msg2.EXPECT().EstimateSize().Return(100).Maybe()
 	msg3 := mock_message.NewMockImmutableMessage(t)
 	msg3.EXPECT().TimeTick().Return(uint64(300)).Maybe()
+	msg3.EXPECT().EstimateSize().Return(100).Maybe()
 
 	err := queue.Enqueue(ctx, msg1)
 	assert.NoError(t, err)
@@ -184,30 +196,30 @@ func TestMsgQueue_CleanupWithReadCursor(t *testing.T) {
 	dequeuedMsg, err := queue.ReadNext(ctx)
 	assert.NoError(t, err)
 	assert.Equal(t, msg1, dequeuedMsg)
-	assert.Equal(t, 1, queue.readIdx)
 
 	// Cleanup messages with timetick <= 150
 	cleanedMessages := queue.CleanupConfirmedMessages(150)
-	assert.Equal(t, 2, queue.Len())   // msg1 removed, msg2 and msg3 remain
+	assert.Equal(t, 2, queue.Len()) // msg1 removed, msg2 and msg3 remain
-	assert.Equal(t, 0, queue.readIdx) // read cursor adjusted
 	assert.Equal(t, 1, len(cleanedMessages))
 	assert.Equal(t, msg1, cleanedMessages[0])
 }
 
 func TestMsgQueue_ContextCancellation(t *testing.T) {
 	// Test context cancellation
-	queue := NewMsgQueue(1)
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 1, MaxSize: 1000})
 	ctx, cancel := context.WithCancel(context.Background())
 
 	// Fill the queue
 	msg1 := mock_message.NewMockImmutableMessage(t)
 	msg1.EXPECT().TimeTick().Return(uint64(100)).Maybe()
+	msg1.EXPECT().EstimateSize().Return(100).Maybe()
 	err := queue.Enqueue(ctx, msg1)
 	assert.NoError(t, err)
 
 	// Try to enqueue when full
 	msg2 := mock_message.NewMockImmutableMessage(t)
 	msg2.EXPECT().TimeTick().Return(uint64(200)).Maybe()
+	msg2.EXPECT().EstimateSize().Return(100).Maybe()
 
 	// Cancel context before enqueue
 	cancel()
@@ -219,22 +231,30 @@ func TestMsgQueue_ContextCancellation(t *testing.T) {
 func TestMsgQueue_NewMsgQueueValidation(t *testing.T) {
 	// Test constructor validation
 	assert.Panics(t, func() {
-		NewMsgQueue(0)
+		NewMsgQueue(MsgQueueOptions{Capacity: 0, MaxSize: 1000})
 	})
 
 	assert.Panics(t, func() {
-		NewMsgQueue(-1)
+		NewMsgQueue(MsgQueueOptions{Capacity: -1, MaxSize: 1000})
+	})
+
+	assert.Panics(t, func() {
+		NewMsgQueue(MsgQueueOptions{Capacity: 1, MaxSize: 0})
+	})
+
+	assert.Panics(t, func() {
+		NewMsgQueue(MsgQueueOptions{Capacity: 1, MaxSize: -1})
 	})
 
 	// Valid capacity
-	queue := NewMsgQueue(1)
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 1, MaxSize: 1000})
 	assert.NotNil(t, queue)
 	assert.Equal(t, 1, queue.Cap())
 }
 
 func TestMsgQueue_ConcurrentOperations(t *testing.T) {
 	// Test concurrent enqueue and dequeue operations
-	queue := NewMsgQueue(10)
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 10, MaxSize: 10000})
 	ctx := context.Background()
 	numMessages := 100
 
@@ -246,6 +266,7 @@ func TestMsgQueue_ConcurrentOperations(t *testing.T) {
 		for i := 0; i < numMessages; i++ {
 			msg := mock_message.NewMockImmutableMessage(t)
 			msg.EXPECT().TimeTick().Return(uint64(i)).Maybe()
+			msg.EXPECT().EstimateSize().Return(100).Maybe()
 			err := queue.Enqueue(ctx, msg)
 			assert.NoError(t, err)
 		}
@@ -270,7 +291,7 @@ func TestMsgQueue_ConcurrentOperations(t *testing.T) {
 
 func TestMsgQueue_EdgeCases(t *testing.T) {
 	// Test edge cases
-	queue := NewMsgQueue(1)
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 1, MaxSize: 1000})
 
 	// Test with nil message (if allowed by interface)
 	// This depends on the actual message.ImmutableMessage interface implementation
@@ -283,5 +304,90 @@ func TestMsgQueue_EdgeCases(t *testing.T) {
 
 	// Test seek to head on empty queue
 	queue.SeekToHead()
-	assert.Equal(t, 0, queue.readIdx)
+	// Note: readIdx is not accessible from outside the package
+}
+
+func TestMsgQueue_SizeBasedCapacity(t *testing.T) {
+	// Test size-based capacity control
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 10, MaxSize: 100})
+	ctx := context.Background()
+
+	// Add messages that exceed size limit but not count limit
+	msg1 := mock_message.NewMockImmutableMessage(t)
+	msg1.EXPECT().TimeTick().Return(uint64(100)).Maybe()
+	msg1.EXPECT().EstimateSize().Return(100).Maybe()
+	msg2 := mock_message.NewMockImmutableMessage(t)
+	msg2.EXPECT().TimeTick().Return(uint64(200)).Maybe()
+	msg2.EXPECT().EstimateSize().Return(50).Maybe()
+
+	err := queue.Enqueue(ctx, msg1)
+	assert.NoError(t, err)
+	assert.Equal(t, 1, queue.Len())
+
+	// Try to enqueue second message - should block due to size limit (100 >= 100)
+	ctxWithTimeout, cancel := context.WithTimeout(ctx, 100*time.Millisecond)
+	defer cancel()
+
+	err = queue.Enqueue(ctxWithTimeout, msg2)
+	assert.Error(t, err)
+	assert.Equal(t, context.Canceled, err)
+}
+
+func TestMsgQueue_SizeBasedCapacityWithCleanup(t *testing.T) {
+	// Test size-based capacity with cleanup
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 10, MaxSize: 300})
+	ctx := context.Background()
+
+	// Add messages
+	msg1 := mock_message.NewMockImmutableMessage(t)
+	msg1.EXPECT().TimeTick().Return(uint64(100)).Maybe()
+	msg1.EXPECT().EstimateSize().Return(200).Maybe()
+	msg2 := mock_message.NewMockImmutableMessage(t)
+	msg2.EXPECT().TimeTick().Return(uint64(200)).Maybe()
+	msg2.EXPECT().EstimateSize().Return(200).Maybe()
+
+	err := queue.Enqueue(ctx, msg1)
+	assert.NoError(t, err)
+
+	// Cleanup first message to free space
+	cleanedMessages := queue.CleanupConfirmedMessages(100)
+	assert.Equal(t, 1, len(cleanedMessages))
+	assert.Equal(t, msg1, cleanedMessages[0])
+
+	// Now should be able to enqueue second message (200 < 300)
+	err = queue.Enqueue(ctx, msg2)
+	assert.NoError(t, err)
+	assert.Equal(t, 1, queue.Len())
+}
+
+func TestMsgQueue_MixedCapacityLimits(t *testing.T) {
+	// Test both count and size limits
+	queue := NewMsgQueue(MsgQueueOptions{Capacity: 2, MaxSize: 1000})
+	ctx := context.Background()
+
+	// Add messages that hit count limit first
+	msg1 := mock_message.NewMockImmutableMessage(t)
+	msg1.EXPECT().TimeTick().Return(uint64(100)).Maybe()
+	msg1.EXPECT().EstimateSize().Return(100).Maybe()
+	msg2 := mock_message.NewMockImmutableMessage(t)
+	msg2.EXPECT().TimeTick().Return(uint64(200)).Maybe()
+	msg2.EXPECT().EstimateSize().Return(100).Maybe()
+
+	err := queue.Enqueue(ctx, msg1)
+	assert.NoError(t, err)
+	err = queue.Enqueue(ctx, msg2)
+	assert.NoError(t, err)
+	assert.Equal(t, 2, queue.Len())
+
+	// Try to enqueue third message - should block due to count limit
+	msg3 := mock_message.NewMockImmutableMessage(t)
+	msg3.EXPECT().TimeTick().Return(uint64(300)).Maybe()
+	msg3.EXPECT().EstimateSize().Return(100).Maybe()
+
+	ctxWithTimeout, cancel := context.WithTimeout(ctx, 100*time.Millisecond)
+	defer cancel()
+
+	err = queue.Enqueue(ctxWithTimeout, msg3)
+	assert.Error(t, err)
+	assert.Equal(t, context.Canceled, err)
 }

internal/cdc/replication/replicatestream/replicate_stream_client.go

@@ -19,20 +19,29 @@ package replicatestream
 import (
 	context "context"
 
-	streamingpb "github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
+	"github.com/cockroachdb/errors"
+
+	"github.com/milvus-io/milvus/internal/cdc/cluster"
+	"github.com/milvus-io/milvus/internal/cdc/meta"
 	"github.com/milvus-io/milvus/pkg/v2/streaming/util/message"
 )
 
+var ErrReplicateIgnored = errors.New("ignored replicate message")
+
 // ReplicateStreamClient is the client that replicates the message to the given cluster.
 type ReplicateStreamClient interface {
 	// Replicate replicates the message to the target cluster.
 	// Replicate opeartion doesn't promise the message is delivered to the target cluster.
 	// It will cache the message in memory and retry until the message is delivered to the target cluster or the client is closed.
 	// Once the error is returned, the replicate operation will be unrecoverable.
+	// return ErrReplicateIgnored if the message should not be replicated.
 	Replicate(msg message.ImmutableMessage) error
 
-	// Stop stops the replicate operation.
+	// BlockUntilFinish blocks until the replicate stream client is finished.
+	BlockUntilFinish()
+
+	// Close closes the replicate stream client.
 	Close()
 }
 
-type CreateReplicateStreamClientFunc func(ctx context.Context, replicateInfo *streamingpb.ReplicatePChannelMeta) ReplicateStreamClient
+type CreateReplicateStreamClientFunc func(ctx context.Context, c cluster.MilvusClient, rm *meta.ReplicateChannel) ReplicateStreamClient

internal/cdc/replication/replicatestream/replicate_stream_client_impl.go

@@ -22,27 +22,35 @@ import (
 	"time"
 
 	"github.com/cenkalti/backoff/v4"
+	"github.com/cockroachdb/errors"
 	"go.uber.org/zap"
 
 	"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
 	"github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
+	"github.com/milvus-io/milvus/internal/cdc/cluster"
+	"github.com/milvus-io/milvus/internal/cdc/meta"
 	"github.com/milvus-io/milvus/internal/cdc/resource"
+	"github.com/milvus-io/milvus/internal/cdc/util"
 	"github.com/milvus-io/milvus/internal/util/streamingutil/service/contextutil"
 	"github.com/milvus-io/milvus/pkg/v2/log"
-	"github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
 	"github.com/milvus-io/milvus/pkg/v2/streaming/util/message"
 	"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
-	"github.com/milvus-io/milvus/pkg/v2/util/replicateutil"
 )
 
-const pendingMessageQueueLength = 128
+const (
+	// TODO: sheep, make these parameters configurable
+	pendingMessageQueueLength  = 128
+	pendingMessageQueueMaxSize = 128 * 1024 * 1024
+)
+
+var ErrReplicationRemoved = errors.New("replication removed")
 
 // replicateStreamClient is the implementation of ReplicateStreamClient.
 type replicateStreamClient struct {
-	replicateInfo *streamingpb.ReplicatePChannelMeta
-
 	clusterID       string
+	targetClient    cluster.MilvusClient
 	client          milvuspb.MilvusService_CreateReplicateStreamClient
+	channel         *meta.ReplicateChannel
 	pendingMessages MsgQueue
 	metrics         ReplicateMetrics
 
@@ -52,34 +60,37 @@ type replicateStreamClient struct {
 }
 
 // NewReplicateStreamClient creates a new ReplicateStreamClient.
-func NewReplicateStreamClient(ctx context.Context, replicateInfo *streamingpb.ReplicatePChannelMeta) ReplicateStreamClient {
+func NewReplicateStreamClient(ctx context.Context, c cluster.MilvusClient, channel *meta.ReplicateChannel) ReplicateStreamClient {
 	ctx1, cancel := context.WithCancel(ctx)
-	ctx1 = contextutil.WithClusterID(ctx1, replicateInfo.GetTargetCluster().GetClusterId())
+	ctx1 = contextutil.WithClusterID(ctx1, channel.Value.GetTargetCluster().GetClusterId())
 
+	options := MsgQueueOptions{
+		Capacity: pendingMessageQueueLength,
+		MaxSize:  pendingMessageQueueMaxSize,
+	}
+	pendingMessages := NewMsgQueue(options)
 	rs := &replicateStreamClient{
 		clusterID:       paramtable.Get().CommonCfg.ClusterPrefix.GetValue(),
-		replicateInfo:   replicateInfo,
+		targetClient:    c,
-		pendingMessages: NewMsgQueue(pendingMessageQueueLength),
+		channel:         channel,
-		metrics:         NewReplicateMetrics(replicateInfo),
+		pendingMessages: pendingMessages,
+		metrics:         NewReplicateMetrics(channel.Value),
 		ctx:             ctx1,
 		cancel:          cancel,
 		finishedCh:      make(chan struct{}),
 	}
 
-	rs.metrics.OnConnect()
+	rs.metrics.OnInitiate()
 	go rs.startInternal()
 	return rs
 }
 
 func (r *replicateStreamClient) startInternal() {
-	logger := log.With(
-		zap.String("sourceChannel", r.replicateInfo.GetSourceChannelName()),
-		zap.String("targetChannel", r.replicateInfo.GetTargetChannelName()),
-	)
-
 	defer func() {
-		r.metrics.OnDisconnect()
+		log.Info("replicate stream client closed",
-		logger.Info("replicate stream client closed")
+			zap.String("key", r.channel.Key),
+			zap.Int64("revision", r.channel.ModRevision))
+		r.metrics.OnClose()
 		close(r.finishedCh)
 	}()
 
@@ -87,52 +98,67 @@ func (r *replicateStreamClient) startInternal() {
 	backoff.InitialInterval = 100 * time.Millisecond
 	backoff.MaxInterval = 10 * time.Second
 	backoff.MaxElapsedTime = 0
-	backoff.Reset()
 
 	for {
-		// Create a local context for this connection that can be canceled
+		restart := r.startReplicating(backoff)
-		// when we need to stop the send/recv loops
+		if !restart {
-		connCtx, connCancel := context.WithCancel(r.ctx)
-
-		milvusClient, err := resource.Resource().ClusterClient().CreateMilvusClient(connCtx, r.replicateInfo.GetTargetCluster())
-		if err != nil {
-			logger.Warn("create milvus client failed, retry...", zap.Error(err))
-			time.Sleep(backoff.NextBackOff())
-			continue
-		}
-		client, err := milvusClient.CreateReplicateStream(connCtx)
-		if err != nil {
-			logger.Warn("create milvus replicate stream failed, retry...", zap.Error(err))
-			time.Sleep(backoff.NextBackOff())
-			continue
-		}
-		logger.Info("replicate stream client service started")
-
-		// reset client and pending messages
-		r.client = client
-		r.pendingMessages.SeekToHead()
-
-		sendCh := r.startSendLoop(connCtx)
-		recvCh := r.startRecvLoop(connCtx)
-
-		select {
-		case <-r.ctx.Done():
-		case <-sendCh:
-		case <-recvCh:
-		}
-
-		connCancel() // Cancel the connection context
-		<-sendCh
-		<-recvCh // wait for send/recv loops to exit
-
-		if r.ctx.Err() != nil {
-			logger.Info("close replicate stream client by ctx done")
 			return
-		} else {
-			logger.Warn("restart replicate stream client")
-			r.metrics.OnDisconnect()
-			time.Sleep(backoff.NextBackOff())
 		}
+		time.Sleep(backoff.NextBackOff())
+	}
+}
+
+func (r *replicateStreamClient) startReplicating(backoff backoff.BackOff) (needRestart bool) {
+	logger := log.With(zap.String("key", r.channel.Key), zap.Int64("revision", r.channel.ModRevision))
+	if r.ctx.Err() != nil {
+		logger.Info("close replicate stream client due to ctx done")
+		return false
+	}
+
+	// Create a local context for this connection that can be canceled
+	// when we need to stop the send/recv loops
+	connCtx, connCancel := context.WithCancel(r.ctx)
+	defer connCancel()
+
+	client, err := r.targetClient.CreateReplicateStream(connCtx)
+	if err != nil {
+		logger.Warn("create milvus replicate stream failed, retry...", zap.Error(err))
+		return true
+	}
+	defer client.CloseSend()
+
+	logger.Info("replicate stream client service started")
+	r.metrics.OnConnect()
+	backoff.Reset()
+
+	// reset client and pending messages
+	r.client = client
+	r.pendingMessages.SeekToHead()
+
+	sendCh := r.startSendLoop(connCtx)
+	recvCh := r.startRecvLoop(connCtx)
+
+	var chErr error
+	select {
+	case <-r.ctx.Done():
+	case chErr = <-sendCh:
+	case chErr = <-recvCh:
+	}
+
+	connCancel() // Cancel the connection context
+	<-sendCh
+	<-recvCh // wait for send/recv loops to exit
+
+	if r.ctx.Err() != nil {
+		logger.Info("close replicate stream client due to ctx done")
+		return false
+	} else if errors.Is(chErr, ErrReplicationRemoved) {
+		logger.Info("close replicate stream client due to replication removed")
+		return false
+	} else {
+		logger.Warn("restart replicate stream client due to unexpected error", zap.Error(chErr))
+		r.metrics.OnDisconnect()
+		return true
 	}
 }
 
@@ -142,42 +168,44 @@ func (r *replicateStreamClient) Replicate(msg message.ImmutableMessage) error {
 	case <-r.ctx.Done():
 		return nil
 	default:
+		// TODO: Should be done at streamingnode, but after move it into streamingnode, the metric need to be adjusted.
+		if msg.MessageType().IsSelfControlled() {
+			return ErrReplicateIgnored
+		}
 		r.metrics.StartReplicate(msg)
 		r.pendingMessages.Enqueue(r.ctx, msg)
 		return nil
 	}
 }
 
-func (r *replicateStreamClient) startSendLoop(ctx context.Context) <-chan struct{} {
+func (r *replicateStreamClient) startSendLoop(ctx context.Context) <-chan error {
-	ch := make(chan struct{})
+	ch := make(chan error)
 	go func() {
-		_ = r.sendLoop(ctx)
+		err := r.sendLoop(ctx)
+		ch <- err
 		close(ch)
 	}()
 	return ch
 }
 
-func (r *replicateStreamClient) startRecvLoop(ctx context.Context) <-chan struct{} {
+func (r *replicateStreamClient) startRecvLoop(ctx context.Context) <-chan error {
-	ch := make(chan struct{})
+	ch := make(chan error)
 	go func() {
-		_ = r.recvLoop(ctx)
+		err := r.recvLoop(ctx)
+		ch <- err
 		close(ch)
 	}()
 	return ch
 }
 
 func (r *replicateStreamClient) sendLoop(ctx context.Context) (err error) {
-	logger := log.With(
+	logger := log.With(zap.String("key", r.channel.Key), zap.Int64("revision", r.channel.ModRevision))
-		zap.String("sourceChannel", r.replicateInfo.GetSourceChannelName()),
-		zap.String("targetChannel", r.replicateInfo.GetTargetChannelName()),
-	)
 	defer func() {
 		if err != nil {
 			logger.Warn("send loop closed by unexpected error", zap.Error(err))
 		} else {
 			logger.Info("send loop closed")
 		}
-		r.client.CloseSend()
 	}()
 	for {
 		select {
@@ -225,10 +253,7 @@ func (r *replicateStreamClient) sendLoop(ctx context.Context) (err error) {
 
 func (r *replicateStreamClient) sendMessage(msg message.ImmutableMessage) (err error) {
 	defer func() {
-		logger := log.With(
+		logger := log.With(zap.String("key", r.channel.Key), zap.Int64("revision", r.channel.ModRevision))
-			zap.String("sourceChannel", r.replicateInfo.GetSourceChannelName()),
-			zap.String("targetChannel", r.replicateInfo.GetTargetChannelName()),
-		)
 		if err != nil {
 			logger.Warn("send message failed", zap.Error(err), log.FieldMessage(msg))
 		} else {
@@ -253,15 +278,12 @@ func (r *replicateStreamClient) sendMessage(msg message.ImmutableMessage) (err e
 }
 
 func (r *replicateStreamClient) recvLoop(ctx context.Context) (err error) {
-	logger := log.With(
+	logger := log.With(zap.String("key", r.channel.Key), zap.Int64("revision", r.channel.ModRevision))
-		zap.String("sourceChannel", r.replicateInfo.GetSourceChannelName()),
-		zap.String("targetChannel", r.replicateInfo.GetTargetChannelName()),
-	)
 	defer func() {
-		if err != nil {
+		if err != nil && !errors.Is(err, ErrReplicationRemoved) {
 			logger.Warn("recv loop closed by unexpected error", zap.Error(err))
 		} else {
-			logger.Info("recv loop closed")
+			logger.Info("recv loop closed", zap.Error(err))
 		}
 	}()
 	for {
@@ -278,46 +300,56 @@ func (r *replicateStreamClient) recvLoop(ctx context.Context) (err error) {
 			if lastConfirmedMessageInfo != nil {
 				messages := r.pendingMessages.CleanupConfirmedMessages(lastConfirmedMessageInfo.GetConfirmedTimeTick())
 				for _, msg := range messages {
+					r.metrics.OnConfirmed(msg)
 					if msg.MessageType() == message.MessageTypeAlterReplicateConfig {
-						roleChanged := r.handleAlterReplicateConfigMessage(msg)
+						replicationRemoved := r.handleAlterReplicateConfigMessage(msg)
-						if roleChanged {
+						if replicationRemoved {
-							// Role changed, return and stop replicate.
+							// Replication removed, return and stop replicate.
-							return nil
+							return ErrReplicationRemoved
 						}
 					}
-					r.metrics.OnConfirmed(msg)
 				}
 			}
 		}
 	}
 }
 
-func (r *replicateStreamClient) handleAlterReplicateConfigMessage(msg message.ImmutableMessage) (roleChanged bool) {
+func (r *replicateStreamClient) handleAlterReplicateConfigMessage(msg message.ImmutableMessage) (replicationRemoved bool) {
-	logger := log.With(
+	logger := log.With(zap.String("key", r.channel.Key), zap.Int64("revision", r.channel.ModRevision))
-		zap.String("sourceChannel", r.replicateInfo.GetSourceChannelName()),
-		zap.String("targetChannel", r.replicateInfo.GetTargetChannelName()),
-	)
 	logger.Info("handle AlterReplicateConfigMessage", log.FieldMessage(msg))
-	prcMsg := message.MustAsImmutableAlterReplicateConfigMessageV2(msg)
+
-	replicateConfig := prcMsg.Header().ReplicateConfiguration
+	replicationRemoved = util.IsReplicationRemovedByAlterReplicateConfigMessage(msg, r.channel.Value)
-	currentClusterID := paramtable.Get().CommonCfg.ClusterPrefix.GetValue()
+	if replicationRemoved {
-	currentCluster := replicateutil.MustNewConfigHelper(currentClusterID, replicateConfig).GetCurrentCluster()
-	_, err := currentCluster.GetTargetChannel(r.replicateInfo.GetSourceChannelName(),
-		r.replicateInfo.GetTargetCluster().GetClusterId())
-	if err != nil {
 		// Cannot find the target channel, it means that the `current->target` topology edge is removed,
 		// so we need to remove the replicate pchannel and stop replicate.
-		err := resource.Resource().ReplicationCatalog().RemoveReplicatePChannel(r.ctx, r.replicateInfo)
+		etcdCli := resource.Resource().ETCD()
+		ok, err := meta.RemoveReplicatePChannelWithRevision(r.ctx, etcdCli, r.channel.Key, r.channel.ModRevision)
 		if err != nil {
-			panic(fmt.Sprintf("failed to remove replicate pchannel: %v", err))
+			logger.Warn("failed to remove replicate pchannel", zap.Error(err))
+			// When performing delete operation on etcd, the context may be canceled by the delete event
+			// in cdc controller and then return `context.Canceled` error.
+			// Since the delete event is generated after the delete operation is committed in etcd,
+			// the delete is guaranteed to have succeeded on the server side.
+			// So we can ignore the context canceled error here.
+			if !errors.Is(err, context.Canceled) {
+				panic(fmt.Sprintf("failed to remove replicate pchannel: %v", err))
+			}
+		}
+		if ok {
+			logger.Info("handle AlterReplicateConfigMessage done, replicate pchannel removed")
+		} else {
+			logger.Info("handle AlterReplicateConfigMessage done, revision not match, replicate pchannel not removed")
 		}
-		logger.Info("handle AlterReplicateConfigMessage done, replicate pchannel removed")
 		return true
 	}
 	logger.Info("target channel found, skip handle AlterReplicateConfigMessage")
 	return false
 }
 
+func (r *replicateStreamClient) BlockUntilFinish() {
+	<-r.finishedCh
+}
+
 func (r *replicateStreamClient) Close() {
 	r.cancel()
 	<-r.finishedCh

internal/cdc/replication/replicatestream/replicate_stream_client_impl_test.go

@@ -19,6 +19,7 @@ package replicatestream
 import (
 	"context"
 	"strconv"
+	"sync"
 	"testing"
 	"time"
 
@@ -30,7 +31,7 @@ import (
 	"github.com/milvus-io/milvus-proto/go-api/v2/commonpb"
 	milvuspb "github.com/milvus-io/milvus-proto/go-api/v2/milvuspb"
 	"github.com/milvus-io/milvus/internal/cdc/cluster"
-	"github.com/milvus-io/milvus/internal/cdc/resource"
+	"github.com/milvus-io/milvus/internal/cdc/meta"
 	"github.com/milvus-io/milvus/internal/distributed/streaming"
 	"github.com/milvus-io/milvus/internal/mocks/distributed/mock_streaming"
 	mock_message "github.com/milvus-io/milvus/pkg/v2/mocks/streaming/util/mock_message"
@@ -55,23 +56,22 @@ func TestReplicateStreamClient_Replicate(t *testing.T) {
 	mockMilvusClient := cluster.NewMockMilvusClient(t)
 	mockMilvusClient.EXPECT().CreateReplicateStream(mock.Anything).Return(mockStreamClient, nil)
 
-	mockClusterClient := cluster.NewMockClusterClient(t)
-	mockClusterClient.EXPECT().CreateMilvusClient(mock.Anything, mock.Anything).
-		Return(mockMilvusClient, nil)
-
-	resource.InitForTest(t,
-		resource.OptClusterClient(mockClusterClient),
-	)
-
 	wal := mock_streaming.NewMockWALAccesser(t)
 	streaming.SetWALForTest(wal)
 
-	replicateInfo := &streamingpb.ReplicatePChannelMeta{
+	repMeta := &streamingpb.ReplicatePChannelMeta{
 		SourceChannelName: "test-source-channel",
 		TargetChannelName: "test-target-channel",
 		TargetCluster:     targetCluster,
 	}
-	replicateClient := NewReplicateStreamClient(ctx, replicateInfo)
+	key := "test-replicate-key"
+	channel := &meta.ReplicateChannel{
+		Key:         key,
+		Value:       repMeta,
+		ModRevision: 0,
+	}
+	replicateClient := NewReplicateStreamClient(ctx, mockMilvusClient, channel)
+	defer replicateClient.Close()
 
 	// Test Replicate method
 	const msgCount = pendingMessageQueueLength * 10
@@ -101,8 +101,10 @@ func TestReplicateStreamClient_Replicate(t *testing.T) {
 		mockStreamClient.ExpectRecv()
 	}
 	assert.Equal(t, msgCount, mockStreamClient.GetRecvCount())
-	assert.Equal(t, 0, replicateClient.(*replicateStreamClient).pendingMessages.Len())
+	assert.Eventually(t, func() bool {
-	replicateClient.Close()
+		return replicateClient.(*replicateStreamClient).pendingMessages.Len() == 0
+	}, time.Second, 100*time.Millisecond)
+	mockStreamClient.Close()
 }
 
 func TestReplicateStreamClient_Replicate_ContextCanceled(t *testing.T) {
@@ -121,23 +123,21 @@ func TestReplicateStreamClient_Replicate_ContextCanceled(t *testing.T) {
 	mockMilvusClient.EXPECT().CreateReplicateStream(mock.Anything).Return(mockStreamClient, nil).Maybe()
 	mockMilvusClient.EXPECT().Close(mock.Anything).Return(nil).Maybe()
 
-	mockClusterClient := cluster.NewMockClusterClient(t)
-	mockClusterClient.EXPECT().CreateMilvusClient(mock.Anything, mock.Anything).
-		Return(mockMilvusClient, nil).Maybe()
-
-	resource.InitForTest(t,
-		resource.OptClusterClient(mockClusterClient),
-	)
-
 	wal := mock_streaming.NewMockWALAccesser(t)
 	streaming.SetWALForTest(wal)
 
-	replicateInfo := &streamingpb.ReplicatePChannelMeta{
+	key := "test-replicate-key"
+	repMeta := &streamingpb.ReplicatePChannelMeta{
 		SourceChannelName: "test-source-channel",
 		TargetChannelName: "test-target-channel",
 		TargetCluster:     targetCluster,
 	}
-	client := NewReplicateStreamClient(ctx, replicateInfo)
+	channel := &meta.ReplicateChannel{
+		Key:         key,
+		Value:       repMeta,
+		ModRevision: 0,
+	}
+	client := NewReplicateStreamClient(ctx, mockMilvusClient, channel)
 	defer client.Close()
 
 	// Cancel context
@@ -172,24 +172,23 @@ func TestReplicateStreamClient_Reconnect(t *testing.T) {
 		return mockStreamClient, nil
 	}).Times(reconnectTimes) // expect to be called reconnectTimes times
 
-	mockClusterClient := cluster.NewMockClusterClient(t)
-	mockClusterClient.EXPECT().CreateMilvusClient(mock.Anything, mock.Anything).
-		Return(mockMilvusClient, nil)
-
-	resource.InitForTest(t,
-		resource.OptClusterClient(mockClusterClient),
-	)
-
 	wal := mock_streaming.NewMockWALAccesser(t)
 	streaming.SetWALForTest(wal)
 
 	// Create client which will start internal retry loop
-	replicateInfo := &streamingpb.ReplicatePChannelMeta{
+	key := "test-replicate-key"
+	repMeta := &streamingpb.ReplicatePChannelMeta{
 		SourceChannelName: "test-source-channel",
 		TargetChannelName: "test-target-channel",
 		TargetCluster:     targetCluster,
 	}
-	replicateClient := NewReplicateStreamClient(ctx, replicateInfo)
+	channel := &meta.ReplicateChannel{
+		Key:         key,
+		Value:       repMeta,
+		ModRevision: 0,
+	}
+	replicateClient := NewReplicateStreamClient(ctx, mockMilvusClient, channel)
+	defer replicateClient.Close()
 
 	// Replicate after reconnected
 	const msgCount = 100
@@ -218,8 +217,10 @@ func TestReplicateStreamClient_Reconnect(t *testing.T) {
 		mockStreamClient.ExpectRecv()
 	}
 	assert.Equal(t, msgCount, mockStreamClient.GetRecvCount())
-	assert.Equal(t, 0, replicateClient.(*replicateStreamClient).pendingMessages.Len())
+	assert.Eventually(t, func() bool {
-	replicateClient.Close()
+		return replicateClient.(*replicateStreamClient).pendingMessages.Len() == 0
+	}, time.Second, 100*time.Millisecond)
+	mockStreamClient.Close()
 }
 
 // mockReplicateStreamClient implements the milvuspb.MilvusService_CreateReplicateStreamClient interface
@@ -234,7 +235,8 @@ type mockReplicateStreamClient struct {
 	t       *testing.T
 	timeout time.Duration
 
-	closeCh chan struct{}
+	closeOnce sync.Once
+	closeCh   chan struct{}
 }
 
 func newMockReplicateStreamClient(t *testing.T) *mockReplicateStreamClient {
@@ -244,6 +246,7 @@ func newMockReplicateStreamClient(t *testing.T) *mockReplicateStreamClient {
 		t:            t,
 		timeout:      10 * time.Second,
 		closeCh:      make(chan struct{}, 1),
+		closeOnce:    sync.Once{},
 	}
 }
 
@@ -313,10 +316,18 @@ func (m *mockReplicateStreamClient) Trailer() metadata.MD {
 }
 
 func (m *mockReplicateStreamClient) CloseSend() error {
-	close(m.closeCh)
+	m.closeOnce.Do(func() {
+		close(m.closeCh)
+	})
 	return nil
 }
 
 func (m *mockReplicateStreamClient) Context() context.Context {
 	return context.Background()
 }
+
+func (m *mockReplicateStreamClient) Close() {
+	m.closeOnce.Do(func() {
+		close(m.closeCh)
+	})
+}

internal/cdc/resource/resource.go

@@ -19,12 +19,9 @@ package resource
 import (
 	"reflect"
 
-	"github.com/milvus-io/milvus/internal/cdc/cluster"
+	clientv3 "go.etcd.io/etcd/client/v3"
-	"github.com/milvus-io/milvus/internal/cdc/controller"
+
 	"github.com/milvus-io/milvus/internal/cdc/replication"
-	"github.com/milvus-io/milvus/internal/metastore"
-	"github.com/milvus-io/milvus/internal/metastore/kv/streamingcoord"
-	"github.com/milvus-io/milvus/pkg/v2/kv"
 )
 
 var r *resourceImpl // singleton resource instance
@@ -32,10 +29,10 @@ var r *resourceImpl // singleton resource instance
 // optResourceInit is the option to initialize the resource.
 type optResourceInit func(r *resourceImpl)
 
-// OptMetaKV provides the meta kv to the resource.
+// OptETCD provides the etcd client to the resource.
-func OptMetaKV(metaKV kv.MetaKv) optResourceInit {
+func OptETCD(etcd *clientv3.Client) optResourceInit {
 	return func(r *resourceImpl) {
-		r.metaKV = metaKV
+		r.etcdClient = etcd
 	}
 }
 
@@ -46,27 +43,6 @@ func OptReplicateManagerClient(replicateManagerClient replication.ReplicateManag
 	}
 }
 
-// OptReplicationCatalog provides the replication catalog to the resource.
-func OptReplicationCatalog(catalog metastore.ReplicationCatalog) optResourceInit {
-	return func(r *resourceImpl) {
-		r.catalog = catalog
-	}
-}
-
-// OptClusterClient provides the cluster client to the resource.
-func OptClusterClient(clusterClient cluster.ClusterClient) optResourceInit {
-	return func(r *resourceImpl) {
-		r.clusterClient = clusterClient
-	}
-}
-
-// OptController provides the controller to the resource.
-func OptController(controller controller.Controller) optResourceInit {
-	return func(r *resourceImpl) {
-		r.controller = controller
-	}
-}
-
 // Done finish all initialization of resources.
 func Init(opts ...optResourceInit) {
 	newR := &resourceImpl{}
@@ -74,14 +50,8 @@ func Init(opts ...optResourceInit) {
 		opt(newR)
 	}
 
-	newR.catalog = streamingcoord.NewReplicationCatalog(newR.MetaKV())
+	assertNotNil(newR.ETCD())
-	newR.clusterClient = cluster.NewClusterClient()
-
-	assertNotNil(newR.MetaKV())
-	assertNotNil(newR.ReplicationCatalog())
-	assertNotNil(newR.ClusterClient())
 	assertNotNil(newR.ReplicateManagerClient())
-	assertNotNil(newR.Controller())
 	r = newR
 }
 
@@ -96,26 +66,13 @@ func Resource() *resourceImpl {
 // resourceImpl is a basic resource dependency for streamingnode server.
 // All utility on it is concurrent-safe and singleton.
 type resourceImpl struct {
-	metaKV                 kv.MetaKv
+	etcdClient             *clientv3.Client
-	catalog                metastore.ReplicationCatalog
-	clusterClient          cluster.ClusterClient
 	replicateManagerClient replication.ReplicateManagerClient
-	controller             controller.Controller
 }
 
-// MetaKV returns the meta kv.
+// ETCD returns the etcd client.
-func (r *resourceImpl) MetaKV() kv.MetaKv {
+func (r *resourceImpl) ETCD() *clientv3.Client {
-	return r.metaKV
+	return r.etcdClient
-}
-
-// ReplicationCatalog returns the replication catalog.
-func (r *resourceImpl) ReplicationCatalog() metastore.ReplicationCatalog {
-	return r.catalog
-}
-
-// ClusterClient returns the cluster client.
-func (r *resourceImpl) ClusterClient() cluster.ClusterClient {
-	return r.clusterClient
 }
 
 // ReplicateManagerClient returns the replicate manager client.
@@ -123,11 +80,6 @@ func (r *resourceImpl) ReplicateManagerClient() replication.ReplicateManagerClie
 	return r.replicateManagerClient
 }
 
-// Controller returns the controller.
-func (r *resourceImpl) Controller() controller.Controller {
-	return r.controller
-}
-
 // assertNotNil panics if the resource is nil.
 func assertNotNil(v interface{}) {
 	iv := reflect.ValueOf(v)

internal/cdc/resource/test_utility.go

@@ -6,11 +6,9 @@ package resource
 import (
 	"testing"
 
-	"github.com/milvus-io/milvus/internal/cdc/cluster"
+	clientv3 "go.etcd.io/etcd/client/v3"
-	"github.com/milvus-io/milvus/internal/cdc/controller"
+
 	"github.com/milvus-io/milvus/internal/cdc/replication"
-	"github.com/milvus-io/milvus/internal/mocks/mock_metastore"
-	"github.com/milvus-io/milvus/pkg/v2/mocks/mock_kv"
 )
 
 // InitForTest initializes the singleton of resources for test.
@@ -19,19 +17,10 @@ func InitForTest(t *testing.T, opts ...optResourceInit) {
 	for _, opt := range opts {
 		opt(r)
 	}
-	if r.metaKV == nil {
+	if r.etcdClient == nil {
-		r.metaKV = mock_kv.NewMockMetaKv(t)
+		r.etcdClient = &clientv3.Client{}
-	}
-	if r.catalog == nil {
-		r.catalog = mock_metastore.NewMockReplicationCatalog(t)
-	}
-	if r.clusterClient == nil {
-		r.clusterClient = cluster.NewMockClusterClient(t)
 	}
 	if r.replicateManagerClient == nil {
 		r.replicateManagerClient = replication.NewMockReplicateManagerClient(t)
 	}
-	if r.controller == nil {
-		r.controller = controller.NewMockController(t)
-	}
 }

internal/cdc/server.go

@@ -19,37 +19,39 @@ package cdc
 import (
 	"context"
 
-	"github.com/milvus-io/milvus/internal/cdc/resource"
+	"go.uber.org/zap"
+
+	"github.com/milvus-io/milvus/internal/cdc/controller"
 	"github.com/milvus-io/milvus/pkg/v2/log"
 )
 
 type CDCServer struct {
-	ctx context.Context
+	ctx        context.Context
+	controller controller.Controller
 }
 
 // NewCDCServer will return a CDCServer.
 func NewCDCServer(ctx context.Context) *CDCServer {
 	return &CDCServer{
-		ctx: ctx,
+		ctx:        ctx,
+		controller: controller.NewController(),
 	}
 }
 
-// Init initializes the CDCServer.
-func (svr *CDCServer) Init() error {
-	log.Ctx(svr.ctx).Info("CDCServer init successfully")
-	return nil
-}
-
 // Start starts CDCServer.
 func (svr *CDCServer) Start() error {
-	resource.Resource().Controller().Start()
+	err := svr.controller.Start()
+	if err != nil {
+		log.Ctx(svr.ctx).Error("start CDC controller failed", zap.Error(err))
+		return err
+	}
 	log.Ctx(svr.ctx).Info("CDCServer start successfully")
 	return nil
 }
 
 // Stop stops CDCServer.
 func (svr *CDCServer) Stop() error {
-	resource.Resource().Controller().Stop()
+	svr.controller.Stop()
 	log.Ctx(svr.ctx).Info("CDCServer stop successfully")
 	return nil
 }

internal/cdc/util/util.go

@@ -0,0 +1,23 @@
+package util
+
+import (
+	"github.com/milvus-io/milvus/pkg/v2/proto/streamingpb"
+	"github.com/milvus-io/milvus/pkg/v2/streaming/util/message"
+	"github.com/milvus-io/milvus/pkg/v2/util/paramtable"
+	"github.com/milvus-io/milvus/pkg/v2/util/replicateutil"
+)
+
+func IsReplicationRemovedByAlterReplicateConfigMessage(msg message.ImmutableMessage, replicateInfo *streamingpb.ReplicatePChannelMeta) (replicationRemoved bool) {
+	prcMsg := message.MustAsImmutableAlterReplicateConfigMessageV2(msg)
+	replicateConfig := prcMsg.Header().ReplicateConfiguration
+	currentClusterID := paramtable.Get().CommonCfg.ClusterPrefix.GetValue()
+	currentCluster := replicateutil.MustNewConfigHelper(currentClusterID, replicateConfig).GetCurrentCluster()
+	_, err := currentCluster.GetTargetChannel(replicateInfo.GetSourceChannelName(),
+		replicateInfo.GetTargetCluster().GetClusterId())
+	if err != nil {
+		// Cannot find the target channel, it means that the `current->target` topology edge is removed,
+		// it means that the replication is removed.
+		return true
+	}
+	return false
+}

internal/compaction/params.go

@@ -31,6 +31,7 @@ type Params struct {
 	PreferSegmentSizeRatio    float64                `json:"prefer_segment_size_ratio,omitempty"`
 	BloomFilterApplyBatchSize int                    `json:"bloom_filter_apply_batch_size,omitempty"`
 	StorageConfig             *indexpb.StorageConfig `json:"storage_config,omitempty"`
+	UseLoonFFI                bool                   `json:"use_loon_ffi,omitempty"`
 }
 
 func GenParams() Params {
@@ -46,6 +47,7 @@ func GenParams() Params {
 		PreferSegmentSizeRatio:    paramtable.Get().DataCoordCfg.ClusteringCompactionPreferSegmentSizeRatio.GetAsFloat(),
 		BloomFilterApplyBatchSize: paramtable.Get().CommonCfg.BloomFilterApplyBatchSize.GetAsInt(),
 		StorageConfig:             CreateStorageConfig(),
+		UseLoonFFI:                paramtable.Get().CommonCfg.UseLoonFFI.GetAsBool(),
 	}
 }