├── .clang-format ├── .clang-tidy ├── .clang-tidy-ignore ├── .contributors ├── .devcontainer.json ├── .dockerignore ├── .env ├── .github ├── .licenserc.yaml ├── ISSUE_TEMPLATE │ ├── bug_report.yaml │ ├── config.yml │ ├── enhancement.yaml │ ├── feature_request.md │ └── feature_request.yaml ├── OWNERS ├── actions │ ├── bump-builder-version │ │ └── action.yaml │ ├── cache-restore │ │ └── action.yaml │ ├── cache-save │ │ └── action.yaml │ ├── cache │ │ └── action.yaml │ ├── macos-cache-restore │ │ └── action.yaml │ └── macos-cache-save │ │ └── action.yaml ├── mergify.yml ├── stale.yml └── workflows │ ├── all-contributors.yaml │ ├── bump-version-only-for-standalone-embed-milvus.yaml │ ├── bump-version.yaml │ ├── check-issue.yaml │ ├── code-checker.yaml │ ├── daily-release.yml │ ├── delete_comments.yaml │ ├── deploy-test.yaml │ ├── io-latency-chaos-test.yaml │ ├── jenkins-checker.yaml │ ├── license-checker.yaml │ ├── mac.yaml │ ├── main.yaml │ ├── markdown-check.yaml │ ├── mem-stress-chaos-test.yaml │ ├── network-latency-chaos-test.yaml │ ├── network-partition-chaos-test.yaml │ ├── pod-failure-chaos-test.yaml │ ├── pod-kill-chaos-test-kafka-version.yaml │ ├── pod-kill-chaos-test.yaml │ ├── publish-builder.yaml │ ├── publish-gpu-builder.yaml │ ├── publish-krte-images.yaml │ ├── publish-test-images.yaml │ ├── rerun-failure-checks.yaml │ ├── simd-compatibility-test.yaml │ ├── update-knowhere-commit.yaml │ └── weekly-release.yml ├── .gitignore ├── .golangci.yml ├── .pre-commit-config.yaml ├── CODE_OF_CONDUCT.md ├── CODE_REVIEW.md ├── COMMAND_HELP.md ├── COMMITTERS ├── CONTRIBUTING.md ├── DEVELOPMENT.md ├── LICENSE ├── MAINTAINERS ├── Makefile ├── OWNERS ├── OWNERS_ALIASES ├── README.md ├── README_CN.md ├── UPDATE_MILVUS_API.md ├── ci └── jenkins │ ├── MetaMigrationBuilder.groovy │ ├── Nightly.groovy │ ├── Nightly2.groovy │ ├── PR-Arm.groovy │ ├── PR-for-go-sdk.groovy │ ├── PR.groovy │ ├── PRGPU.groovy │ ├── PublishArmBasedGPUImages.groovy │ ├── PublishArmBasedImages.groovy │ ├── PublishGPUImages.groovy │ ├── PublishImages.groovy │ ├── PublishMigrationImage.groovy │ ├── UT-CPP.groovy │ └── pod │ ├── e2e.yaml │ ├── meta-builder.yaml │ ├── meta-migration.yaml │ ├── rte-arm.yaml │ ├── rte-build.yaml │ ├── rte-gpu.yaml │ └── rte.yaml ├── client ├── .golangci.yml ├── Makefile ├── OWNERS ├── README.md ├── bulkwriter │ ├── bulk_import.go │ └── bulk_import_test.go ├── column │ ├── array.go │ ├── array_test.go │ ├── columns.go │ ├── columns_test.go │ ├── conversion.go │ ├── dynamic.go │ ├── dynamic_test.go │ ├── generic_base.go │ ├── generic_base_test.go │ ├── geometry.go │ ├── geometry_test.go │ ├── json.go │ ├── json_test.go │ ├── nullable.go │ ├── nullable_test.go │ ├── scalar.go │ ├── scalar_test.go │ ├── sparse.go │ ├── sparse_test.go │ ├── struct.go │ ├── struct_test.go │ ├── vector.go │ └── vector_test.go ├── common │ ├── version.go │ └── version_test.go ├── entity │ ├── alias.go │ ├── analyzer.go │ ├── collection.go │ ├── collection_attr.go │ ├── collection_attr_test.go │ ├── common.go │ ├── database.go │ ├── field.go │ ├── field_test.go │ ├── function.go │ ├── function_test.go │ ├── load_state.go │ ├── privilege_group.go │ ├── rbac.go │ ├── resource_group.go │ ├── schema.go │ ├── schema_example_test.go │ ├── schema_test.go │ ├── segment.go │ ├── sparse.go │ ├── sparse_test.go │ ├── vectors.go │ └── vectors_test.go ├── go.mod ├── go.sum ├── index │ ├── ann_param.go │ ├── ann_param_test.go │ ├── auto.go │ ├── auto_example_test.go │ ├── common.go │ ├── disk_ann.go │ ├── flat.go │ ├── gpu.go │ ├── hnsw.go │ ├── index.go │ ├── index_test.go │ ├── ivf.go │ ├── ivf_test.go │ ├── json.go │ ├── json_test.go │ ├── minhash.go │ ├── minhash_test.go │ ├── rtree.go │ ├── rtree_test.go │ ├── scalar.go │ ├── scalar_test.go │ ├── scann.go │ └── sparse.go ├── milvusclient │ ├── admin.go │ ├── admin_test.go │ ├── alias.go │ ├── alias_example_test.go │ ├── alias_options.go │ ├── alias_test.go │ ├── client.go │ ├── client_config.go │ ├── client_suite_test.go │ ├── client_test.go │ ├── collection.go │ ├── collection_example_test.go │ ├── collection_options.go │ ├── collection_test.go │ ├── common.go │ ├── common_test.go │ ├── database.go │ ├── database_example_test.go │ ├── database_options.go │ ├── database_test.go │ ├── doc.go │ ├── index.go │ ├── index_example_test.go │ ├── index_options.go │ ├── index_test.go │ ├── interceptors.go │ ├── interceptors_test.go │ ├── iterator.go │ ├── iterator_option.go │ ├── iterator_test.go │ ├── maintenance.go │ ├── maintenance_example_test.go │ ├── maintenance_options.go │ ├── maintenance_test.go │ ├── mock_milvus_server_test.go │ ├── partition.go │ ├── partition_example_test.go │ ├── partition_options.go │ ├── partition_test.go │ ├── rbac.go │ ├── rbac_example_test.go │ ├── rbac_options.go │ ├── rbac_test.go │ ├── rbac_v2.go │ ├── read.go │ ├── read_example_test.go │ ├── read_option_test.go │ ├── read_options.go │ ├── read_test.go │ ├── replicate.go │ ├── replicate_builder.go │ ├── replicate_example_test.go │ ├── reranker.go │ ├── reranker_test.go │ ├── resource_group.go │ ├── resource_group_example_test.go │ ├── resource_group_option.go │ ├── resource_group_test.go │ ├── results.go │ ├── results_test.go │ ├── write.go │ ├── write_example_test.go │ ├── write_option_test.go │ ├── write_options.go │ └── write_test.go ├── row │ ├── cache.go │ ├── data.go │ ├── data_test.go │ ├── schema.go │ ├── schema_test.go │ └── type.go └── ruleguard │ └── rules.go ├── cmd ├── OWNERS ├── asan │ ├── asan_leak_check.go │ └── asan_leak_nocheck.go ├── components │ ├── cdc.go │ ├── data_node.go │ ├── mix_coord.go │ ├── proxy.go │ ├── query_node.go │ ├── streaming_node.go │ ├── util.go │ └── util_test.go ├── embedded │ └── embedded.go ├── main.go ├── milvus │ ├── help.go │ ├── mck.go │ ├── milvus.go │ ├── milvus_test.go │ ├── run.go │ ├── stop.go │ └── util.go ├── roles │ ├── roles.go │ └── roles_test.go └── tools │ ├── binlog │ └── main.go │ ├── binlogv2 │ ├── .gitignore │ ├── export_to_json.py │ ├── minio_client.py │ ├── minio_parquet_analyzer.py │ ├── parquet_analyzer │ │ ├── __init__.py │ │ ├── analyzer.py │ │ ├── meta_parser.py │ │ └── vector_deserializer.py │ ├── parquet_analyzer_cli.py │ └── requirements.txt │ ├── config-docs-generator │ └── main.go │ ├── config │ ├── generate.go │ ├── generate_test.go │ ├── main.go │ └── printer.go │ ├── datameta │ └── main.go │ ├── exprparser │ └── main.go │ └── migration │ ├── allocator │ ├── allocator.go │ ├── allocator_from_list.go │ ├── allocator_from_list_test.go │ ├── atomic_allocator.go │ └── atomic_allocator_test.go │ ├── backend │ ├── backend.go │ ├── backup_header.go │ ├── backup_header.pb.go │ ├── backup_header.proto │ ├── backup_restore.go │ ├── backup_restore_test.go │ ├── etcd.go │ ├── etcd210.go │ └── etcd220.go │ ├── command │ ├── backup.go │ ├── config.go │ ├── help.go │ ├── main.go │ ├── rollback.go │ └── run.go │ ├── configs │ └── config.go │ ├── console │ ├── code.go │ ├── console.go │ ├── console_test.go │ ├── exit.go │ └── exit_config.go │ ├── example.yaml │ ├── legacy │ ├── constant.go │ ├── legacy.proto │ └── util.go │ ├── main.go │ ├── meta │ ├── 210_to_220.go │ ├── meta.go │ ├── meta210.go │ └── meta220.go │ ├── migration │ ├── 210_to_220.go │ ├── constant.go │ ├── migration.go │ ├── migrator.go │ └── runner.go │ ├── mmap │ ├── mmap_230_240.go │ └── tool │ │ └── main.go │ ├── utils │ ├── util.go │ └── util_test.go │ └── versions │ ├── version.go │ └── version_test.go ├── codecov.yml ├── configs ├── OWNERS ├── advanced │ └── etcd.yaml ├── cert │ ├── ca.key │ ├── ca.pem │ ├── ca.srl │ ├── client.csr │ ├── client.key │ ├── client.pem │ ├── server.csr │ ├── server.key │ └── server.pem ├── glog.conf ├── hook.yaml ├── milvus.yaml └── pgo │ └── default.pgo ├── deployments ├── OWNERS ├── binary │ └── README.md ├── docker │ ├── cluster-distributed-deployment │ │ ├── ansible.cfg │ │ ├── deploy-docker.yml │ │ ├── deploy-milvus.yml │ │ ├── inventory.ini │ │ └── roles │ │ │ ├── deploy-datacoord │ │ │ └── tasks │ │ │ │ └── main.yml │ │ │ ├── deploy-datanode │ │ │ └── tasks │ │ │ │ └── main.yml │ │ │ ├── deploy-etcd │ │ │ └── tasks │ │ │ │ └── main.yml │ │ │ ├── deploy-indexcoord │ │ │ └── tasks │ │ │ │ └── main.yml │ │ │ ├── deploy-indexnode │ │ │ └── tasks │ │ │ │ └── main.yml │ │ │ ├── deploy-minio │ │ │ └── tasks │ │ │ │ └── main.yml │ │ │ ├── deploy-proxy │ │ │ └── tasks │ │ │ │ └── main.yml │ │ │ ├── deploy-pulsar │ │ │ └── tasks │ │ │ │ └── main.yml │ │ │ ├── deploy-querycoord │ │ │ └── tasks │ │ │ │ └── main.yml │ │ │ ├── deploy-querynode │ │ │ └── tasks │ │ │ │ └── main.yml │ │ │ ├── deploy-rootcoord │ │ │ └── tasks │ │ │ │ └── main.yml │ │ │ ├── docker-installation │ │ │ └── tasks │ │ │ │ └── main.yml │ │ │ └── install-modules │ │ │ └── tasks │ │ │ └── main.yml │ ├── dev │ │ ├── docker-compose-apple-silicon.yml │ │ └── docker-compose.yml │ ├── gpu │ │ └── standalone │ │ │ └── docker-compose.yml │ └── standalone │ │ └── docker-compose.yml ├── export-log │ ├── README.md │ └── export-milvus-log.sh ├── migrate-meta │ ├── README.md │ └── migrate.sh ├── monitor │ └── grafana │ │ ├── README.md │ │ ├── kafka-dashboard.json │ │ └── milvus-dashboard.json ├── offline │ ├── README.md │ ├── requirements.txt │ └── save_image.py ├── upgrade │ ├── README.md │ └── rollingUpdate.sh └── windows │ ├── cleanup_data.bat │ ├── run_etcd.bat │ ├── run_milvus.bat │ └── run_minio.bat ├── docker-compose.yml ├── docs ├── OWNERS ├── design_docs │ ├── 00000000-MEP-Template.md │ ├── 20210521-datanode_recovery_design.md │ ├── 20210604-datanode_flowgraph_recovery_design.md │ ├── 20210731-index_design.md │ ├── 20211109-milvus_flush_collections.md │ ├── 20211115-milvus_drop_collection.md │ ├── 20211214-milvus_hybrid_ts.md │ ├── 20211215-milvus_timesync.md │ ├── 20211217-milvus_create_collection.md │ ├── 20211221-retrieve_entity.md │ ├── 20211223-knowhere_design.md │ ├── 20211224-drop_collection_release_resources.md │ ├── 20211227-milvus_create_index.md │ ├── 20220105-proxy.md │ ├── 20220105-query_boolean_expr.md │ ├── 20220105-root_coordinator_recovery_on_power_failure.md │ ├── 20220725-dynamic-config.md │ ├── 20230403-search_by_pk.md │ ├── 20230405-default_value.md │ ├── 20230418-querynode_v2.md │ ├── 20230511-collection_level_autocompaction_switch.md │ ├── 20230918-datanode_remove_datacoord_dependency.md │ ├── 20250610-rls_designmd │ ├── bucket.png │ ├── geometry.md │ ├── graphs │ │ ├── IndexState.png │ │ ├── collection_dm_channels.png │ │ ├── collection_flowgraph_1_1.jpg │ │ ├── collection_flowgraph_1_n.png │ │ ├── collection_flowgraph_n_1.jpg │ │ ├── collection_flowgraph_n_n.jpg │ │ ├── collection_flowgraph_relation.png │ │ ├── create_index.png │ │ ├── datanode_design_01.jpg │ │ ├── decouple.jpeg │ │ ├── dml_create_collection.png │ │ ├── dml_drop_collection.png │ │ ├── dml_release_collection.png │ │ ├── dml_release_flow_graph_on_data_node.png │ │ ├── dynamic_config_flowchart.jpg │ │ ├── flowgraph_recovery_design.png │ │ ├── flush_data_coord.png │ │ ├── indexcoord_design.png │ │ ├── knn_query.png │ │ ├── knowhere_framework.png │ │ ├── milvus_create_index.png │ │ ├── milvus_create_index_data_coord_flushed.png │ │ ├── milvus_create_index_index_coord.png │ │ ├── milvus_create_index_root_coord_check.png │ │ ├── pk_oracle.png │ │ ├── proxy.png │ │ ├── proxy_channels.png │ │ ├── segments.png │ │ ├── snapshot_1.png │ │ ├── snapshot_2.png │ │ ├── task_scheduler_1.png │ │ ├── task_scheduler_2.png │ │ ├── time_stamp_struct.jpg │ │ ├── timesync_msgstream.png │ │ ├── timesync_msgtream_timetick.png │ │ ├── timesync_proxy_insert_msg.png │ │ └── timesync_proxy_upload_time_tick.png │ ├── json_storage.md │ ├── primarykey_index.md │ └── segcore │ │ ├── Search.md │ │ ├── basic_types.md │ │ ├── scripts_and_tools.md │ │ ├── segment_growing.md │ │ ├── segment_interface.md │ │ ├── segment_overview.md │ │ ├── segment_sealed.md │ │ ├── timetravel.md │ │ └── visitor.md ├── developer_guides │ ├── appendix_a_basic_components.md │ ├── appendix_b_api_reference.md │ ├── appendix_c_system_configurations.md │ ├── appendix_d_error_code.md │ ├── appendix_e_statistics.md │ ├── chap01_system_overview.md │ ├── chap02_schema.md │ ├── chap03_index_service.md │ ├── chap04_message_stream.md │ ├── chap05_proxy.md │ ├── chap06_root_coordinator.md │ ├── chap07_query_coordinator.md │ ├── chap08_binlog.md │ ├── chap09_data_coord.md │ ├── developer_guides.md │ ├── figs │ │ ├── data_coord.png │ │ ├── data_organization.png │ │ ├── figs.graffle │ │ ├── fork-and-pull.png │ │ ├── guarantee-ts-consistency-relationship.png │ │ ├── guarantee-ts-do-search-right-now.png │ │ ├── guarantee-ts-ts-mask.png │ │ ├── guarantee-ts-wait-for-service-time.png │ │ ├── hard_time_tick_barrier.png │ │ ├── hlc.png │ │ ├── ide_with_newdef.png │ │ ├── index_coord.png │ │ ├── local-develop-steps.png │ │ ├── local_distributed_cloud.jpeg │ │ ├── master.jpeg │ │ ├── msg_stream_input_output.jpeg │ │ ├── nq_topk_search_results.png │ │ ├── proxy.png │ │ ├── query_coord.png │ │ ├── query_coordinator.png │ │ ├── reduce_results.png │ │ ├── root_coord.png │ │ ├── root_coord_create_collection.png │ │ ├── root_coord_create_index.png │ │ ├── root_coord_create_index_automatically.png │ │ ├── root_coord_time_sync.png │ │ ├── soft_time_tick_barrier.png │ │ ├── state_sync.png │ │ ├── system_framework.png │ │ └── time_sync_msg_producer.png │ ├── how-guarantee-ts-works-cn.md │ ├── how-guarantee-ts-works.md │ ├── how_to_develop_with_local_milvus_proto.md │ ├── proxy-reduce-cn.md │ └── proxy-reduce.md ├── imgs │ ├── bar.png │ ├── remote.png │ ├── settings.png │ ├── terminal.png │ └── vscode.png ├── jaeger_guides │ ├── figs │ │ ├── jaeger_detailed_trace_info.png │ │ ├── jaeger_home_page.png │ │ └── jaeger_single_search_result.png │ └── opentracing_user_guide.md └── user_guides │ ├── clustering_compaction.md │ ├── collection_ttl.md │ ├── figs │ └── clustering_compaction.png │ └── tls_proxy.md ├── githooks ├── OWNERS ├── README.md ├── pre-commit │ └── fmt └── pre-push │ └── verifiers ├── go.mod ├── go.sum ├── internal ├── .mockery.yaml ├── allocator │ ├── OWNERS │ ├── cached_allocator.go │ ├── global_id_allocator.go │ ├── global_id_allocator_test.go │ ├── id_allocator.go │ ├── id_allocator_test.go │ ├── interface.go │ ├── local_allocator.go │ ├── local_allocator_test.go │ ├── mock_allcoator.go │ ├── mock_global_id.go │ ├── mock_global_id_allocator.go │ └── remote_interface.go ├── cdc │ ├── .mockery.yaml │ ├── cluster │ │ ├── milvus_client.go │ │ └── mock_milvus_client.go │ ├── controller │ │ ├── controller.go │ │ └── controller_test.go │ ├── meta │ │ └── replicate_meta.go │ ├── replication │ │ ├── mock_replicate_manager_client.go │ │ ├── replicate_manager_client.go │ │ ├── replicatemanager │ │ │ ├── channel_replicator.go │ │ │ ├── channel_replicator_test.go │ │ │ ├── mock_channel_replicator.go │ │ │ ├── replicate_manager.go │ │ │ └── replicate_manager_test.go │ │ └── replicatestream │ │ │ ├── metrics.go │ │ │ ├── mock_replicate_stream_client.go │ │ │ ├── msg_queue.go │ │ │ ├── msg_queue_test.go │ │ │ ├── replicate_stream_client.go │ │ │ ├── replicate_stream_client_impl.go │ │ │ └── replicate_stream_client_impl_test.go │ ├── resource │ │ ├── resource.go │ │ └── test_utility.go │ ├── server.go │ └── util │ │ └── util.go ├── compaction │ ├── common.go │ ├── entity_filter.go │ ├── entity_filter_test.go │ ├── load_stats.go │ ├── params.go │ └── params_test.go ├── coordinator │ ├── mix_coord.go │ ├── mix_coord_test.go │ ├── restful_mgr_routes.go │ └── snmanager │ │ ├── streaming_node_manager.go │ │ ├── streaming_node_manager_test.go │ │ └── test_utility.go ├── core │ ├── CMakeLists.txt │ ├── OWNERS │ ├── build-support │ │ ├── add_cmake_license.sh │ │ ├── add_cpp_license.sh │ │ ├── cmake_license.txt │ │ ├── code_style_clion.xml │ │ ├── cpp_license.txt │ │ ├── cpplint.py │ │ ├── ignore_checks.txt │ │ ├── lint_exclusions.txt │ │ ├── lintutils.py │ │ ├── run_clang_format.py │ │ ├── run_clang_tidy.py │ │ └── run_cpplint.py │ ├── build.sh │ ├── cmake │ │ ├── BuildUtils.cmake │ │ ├── DefineOptions.cmake │ │ ├── FindClangTools.cmake │ │ ├── ThirdPartyPackages.cmake │ │ └── Utils.cmake │ ├── conanfile.py │ ├── run_clang_format.sh │ ├── src │ │ ├── CMakeLists.txt │ │ ├── bitset │ │ │ ├── BitsetTest.cpp │ │ │ ├── CMakeLists.txt │ │ │ ├── bitset.h │ │ │ ├── common.h │ │ │ ├── detail │ │ │ │ ├── bit_wise.h │ │ │ │ ├── ctz.h │ │ │ │ ├── element_vectorized.h │ │ │ │ ├── element_wise.h │ │ │ │ ├── maybe_vector.h │ │ │ │ ├── platform │ │ │ │ │ ├── arm │ │ │ │ │ │ ├── instruction_set.cpp │ │ │ │ │ │ ├── instruction_set.h │ │ │ │ │ │ ├── neon-decl.h │ │ │ │ │ │ ├── neon-impl.h │ │ │ │ │ │ ├── neon-inst.cpp │ │ │ │ │ │ ├── neon.h │ │ │ │ │ │ ├── sve-decl.h │ │ │ │ │ │ ├── sve-impl.h │ │ │ │ │ │ ├── sve-inst.cpp │ │ │ │ │ │ └── sve.h │ │ │ │ │ ├── dynamic.cpp │ │ │ │ │ ├── dynamic.h │ │ │ │ │ ├── vectorized_ref.h │ │ │ │ │ └── x86 │ │ │ │ │ │ ├── avx2-decl.h │ │ │ │ │ │ ├── avx2-impl.h │ │ │ │ │ │ ├── avx2-inst.cpp │ │ │ │ │ │ ├── avx2.h │ │ │ │ │ │ ├── avx512-decl.h │ │ │ │ │ │ ├── avx512-impl.h │ │ │ │ │ │ ├── avx512-inst.cpp │ │ │ │ │ │ ├── avx512.h │ │ │ │ │ │ ├── common.h │ │ │ │ │ │ ├── instruction_set.cpp │ │ │ │ │ │ └── instruction_set.h │ │ │ │ ├── popcount.h │ │ │ │ └── proxy.h │ │ │ └── readme.txt │ │ ├── clustering │ │ │ ├── CMakeLists.txt │ │ │ ├── KmeansClustering.cpp │ │ │ ├── KmeansClustering.h │ │ │ ├── KmeansClusteringTest.cpp │ │ │ ├── analyze_c.cpp │ │ │ ├── analyze_c.h │ │ │ ├── file_utils.h │ │ │ ├── type_c.h │ │ │ └── types.h │ │ ├── common │ │ │ ├── Array.h │ │ │ ├── ArrayTest.cpp │ │ │ ├── ArrowDataWrapper.h │ │ │ ├── BitmapTest.cpp │ │ │ ├── BitsetView.h │ │ │ ├── BloomFilter.h │ │ │ ├── BloomFilterTest.cpp │ │ │ ├── CDataType.h │ │ │ ├── CMakeLists.txt │ │ │ ├── Channel.h │ │ │ ├── Chunk.cpp │ │ │ ├── Chunk.h │ │ │ ├── ChunkTarget.cpp │ │ │ ├── ChunkTarget.h │ │ │ ├── ChunkTest.cpp │ │ │ ├── ChunkWriter.cpp │ │ │ ├── ChunkWriter.h │ │ │ ├── ChunkWriterTest.cpp │ │ │ ├── Common.cpp │ │ │ ├── Common.h │ │ │ ├── Consts.h │ │ │ ├── CustomBitset.h │ │ │ ├── Exception.h │ │ │ ├── FieldData.cpp │ │ │ ├── FieldData.h │ │ │ ├── FieldDataInterface.h │ │ │ ├── FieldMeta.cpp │ │ │ ├── FieldMeta.h │ │ │ ├── File.h │ │ │ ├── Geometry.h │ │ │ ├── GeometryCache.h │ │ │ ├── GroupChunk.h │ │ │ ├── IndexMeta.cpp │ │ │ ├── IndexMeta.h │ │ │ ├── Json.h │ │ │ ├── JsonCastFunction.cpp │ │ │ ├── JsonCastFunction.h │ │ │ ├── JsonCastType.cpp │ │ │ ├── JsonCastType.h │ │ │ ├── JsonUtils.cpp │ │ │ ├── JsonUtils.h │ │ │ ├── LoadInfo.h │ │ │ ├── Promise.h │ │ │ ├── ProtobufUtilsTest.cpp │ │ │ ├── QueryInfo.h │ │ │ ├── QueryResult.h │ │ │ ├── RangeSearchHelper.cpp │ │ │ ├── RangeSearchHelper.h │ │ │ ├── RangeSearchHelperTest.cpp │ │ │ ├── RegexQuery.cpp │ │ │ ├── RegexQuery.h │ │ │ ├── RegexQueryTest.cpp │ │ │ ├── RegexQueryUtilTest.cpp │ │ │ ├── Schema.cpp │ │ │ ├── Schema.h │ │ │ ├── SchemaTest.cpp │ │ │ ├── ScopedTimer.h │ │ │ ├── Slice.cpp │ │ │ ├── Slice.h │ │ │ ├── Span.h │ │ │ ├── SpanTest.cpp │ │ │ ├── SystemProperty.cpp │ │ │ ├── SystemProperty.h │ │ │ ├── TypeTraits.h │ │ │ ├── Types.h │ │ │ ├── TypesTest.cpp │ │ │ ├── Utils.h │ │ │ ├── UtilsTest.cpp │ │ │ ├── Vector.h │ │ │ ├── VectorArray.h │ │ │ ├── VectorArrayChunkTest.cpp │ │ │ ├── VectorArrayStorageV2Test.cpp │ │ │ ├── VectorArrayTest.cpp │ │ │ ├── VectorTrait.h │ │ │ ├── binary_set_c.cpp │ │ │ ├── binary_set_c.h │ │ │ ├── bson_view.h │ │ │ ├── init_c.cpp │ │ │ ├── init_c.h │ │ │ ├── jsmn.h │ │ │ ├── protobuf_utils.cpp │ │ │ ├── protobuf_utils.h │ │ │ ├── protobuf_utils_c.h │ │ │ ├── resource_c.h │ │ │ └── type_c.h │ │ ├── config │ │ │ ├── CMakeLists.txt │ │ │ ├── ConfigKnowhere.cpp │ │ │ └── ConfigKnowhere.h │ │ ├── exec │ │ │ ├── CMakeLists.txt │ │ │ ├── Driver.cpp │ │ │ ├── Driver.h │ │ │ ├── QueryContext.h │ │ │ ├── Task.cpp │ │ │ ├── Task.h │ │ │ ├── expression │ │ │ │ ├── AlwaysTrueExpr.cpp │ │ │ │ ├── AlwaysTrueExpr.h │ │ │ │ ├── AlwaysTrueExprTest.cpp │ │ │ │ ├── BinaryArithOpEvalRangeExpr.cpp │ │ │ │ ├── BinaryArithOpEvalRangeExpr.h │ │ │ │ ├── BinaryRangeExpr.cpp │ │ │ │ ├── BinaryRangeExpr.h │ │ │ │ ├── CallExpr.cpp │ │ │ │ ├── CallExpr.h │ │ │ │ ├── ColumnExpr.cpp │ │ │ │ ├── ColumnExpr.h │ │ │ │ ├── CompareExpr.cpp │ │ │ │ ├── CompareExpr.h │ │ │ │ ├── ConjunctExpr.cpp │ │ │ │ ├── ConjunctExpr.h │ │ │ │ ├── Element.h │ │ │ │ ├── EvalCtx.h │ │ │ │ ├── ExistsExpr.cpp │ │ │ │ ├── ExistsExpr.h │ │ │ │ ├── Expr.cpp │ │ │ │ ├── Expr.h │ │ │ │ ├── ExprArrayTest.cpp │ │ │ │ ├── ExprCache.cpp │ │ │ │ ├── ExprCache.h │ │ │ │ ├── ExprCacheTest.cpp │ │ │ │ ├── ExprTest.cpp │ │ │ │ ├── GISFunctionFilterExpr.cpp │ │ │ │ ├── GISFunctionFilterExpr.h │ │ │ │ ├── JsonContainsByStatsTest.cpp │ │ │ │ ├── JsonContainsExpr.cpp │ │ │ │ ├── JsonContainsExpr.h │ │ │ │ ├── LogicalBinaryExpr.cpp │ │ │ │ ├── LogicalBinaryExpr.h │ │ │ │ ├── LogicalUnaryExpr.cpp │ │ │ │ ├── LogicalUnaryExpr.h │ │ │ │ ├── NullExpr.cpp │ │ │ │ ├── NullExpr.h │ │ │ │ ├── TermExpr.cpp │ │ │ │ ├── TermExpr.h │ │ │ │ ├── TimestamptzArithCompareExpr.cpp │ │ │ │ ├── TimestamptzArithCompareExpr.h │ │ │ │ ├── UnaryExpr.cpp │ │ │ │ ├── UnaryExpr.h │ │ │ │ ├── Utils.h │ │ │ │ ├── ValueExpr.cpp │ │ │ │ ├── ValueExpr.h │ │ │ │ └── function │ │ │ │ │ ├── FunctionFactory.cpp │ │ │ │ │ ├── FunctionFactory.h │ │ │ │ │ ├── FunctionImplUtils.cpp │ │ │ │ │ ├── FunctionImplUtils.h │ │ │ │ │ ├── FunctionTest.cpp │ │ │ │ │ ├── impl │ │ │ │ │ ├── Empty.cpp │ │ │ │ │ ├── StartsWith.cpp │ │ │ │ │ └── StringFunctions.h │ │ │ │ │ ├── init_c.cpp │ │ │ │ │ └── init_c.h │ │ │ └── operator │ │ │ │ ├── CallbackSink.h │ │ │ │ ├── CountNode.cpp │ │ │ │ ├── CountNode.h │ │ │ │ ├── FilterBitsNode.cpp │ │ │ │ ├── FilterBitsNode.h │ │ │ │ ├── GroupByNode.cpp │ │ │ │ ├── GroupByNode.h │ │ │ │ ├── IterativeFilterNode.cpp │ │ │ │ ├── IterativeFilterNode.h │ │ │ │ ├── MvccNode.cpp │ │ │ │ ├── MvccNode.h │ │ │ │ ├── Operator.cpp │ │ │ │ ├── Operator.h │ │ │ │ ├── RandomSampleNode.cpp │ │ │ │ ├── RandomSampleNode.h │ │ │ │ ├── RandomSampleNodeTest.cpp │ │ │ │ ├── RescoresNode.cpp │ │ │ │ ├── RescoresNode.h │ │ │ │ ├── RescoresNodeTest.cpp │ │ │ │ ├── Utils.h │ │ │ │ ├── VectorSearchNode.cpp │ │ │ │ ├── VectorSearchNode.h │ │ │ │ └── groupby │ │ │ │ ├── SearchGroupByOperator.cpp │ │ │ │ └── SearchGroupByOperator.h │ │ ├── expr │ │ │ └── ITypeExpr.h │ │ ├── futures │ │ │ ├── CMakeLists.txt │ │ │ ├── Executor.cpp │ │ │ ├── Executor.h │ │ │ ├── Future.h │ │ │ ├── FutureTest.cpp │ │ │ ├── LeakyResult.h │ │ │ ├── Ready.h │ │ │ ├── future_c.cpp │ │ │ ├── future_c.h │ │ │ ├── future_c_types.h │ │ │ └── future_test_case_c.cpp │ │ ├── index │ │ │ ├── BitmapIndex.cpp │ │ │ ├── BitmapIndex.h │ │ │ ├── BitmapIndexArrayTest.cpp │ │ │ ├── BitmapIndexTest.cpp │ │ │ ├── BoolIndex.h │ │ │ ├── BoolIndexTest.cpp │ │ │ ├── CMakeLists.txt │ │ │ ├── HybridScalarIndex.cpp │ │ │ ├── HybridScalarIndex.h │ │ │ ├── HybridScalarIndexTest.cpp │ │ │ ├── Index.h │ │ │ ├── IndexFactory.cpp │ │ │ ├── IndexFactory.h │ │ │ ├── IndexInfo.h │ │ │ ├── IndexStats.cpp │ │ │ ├── IndexStats.h │ │ │ ├── IndexStructure.h │ │ │ ├── InvertedIndexArrayTest.cpp │ │ │ ├── InvertedIndexTantivy.cpp │ │ │ ├── InvertedIndexTantivy.h │ │ │ ├── InvertedIndexTest.cpp │ │ │ ├── InvertedIndexUtil.h │ │ │ ├── JsonFlatIndex.cpp │ │ │ ├── JsonFlatIndex.h │ │ │ ├── JsonFlatIndexTest.cpp │ │ │ ├── JsonIndexBuilder.cpp │ │ │ ├── JsonIndexBuilder.h │ │ │ ├── JsonInvertedIndex.cpp │ │ │ ├── JsonInvertedIndex.h │ │ │ ├── JsonInvertedIndexTest.cpp │ │ │ ├── Meta.h │ │ │ ├── NgramInvertedIndex.cpp │ │ │ ├── NgramInvertedIndex.h │ │ │ ├── NgramInvertedIndexTest.cpp │ │ │ ├── RTreeIndex.cpp │ │ │ ├── RTreeIndex.h │ │ │ ├── RTreeIndexSerialization.h │ │ │ ├── RTreeIndexTest.cpp │ │ │ ├── RTreeIndexWrapper.cpp │ │ │ ├── RTreeIndexWrapper.h │ │ │ ├── RTreeIndexWrapperTest.cpp │ │ │ ├── ScalarIndex.cpp │ │ │ ├── ScalarIndex.h │ │ │ ├── ScalarIndexSort.cpp │ │ │ ├── ScalarIndexSort.h │ │ │ ├── ScalarIndexSortTest.cpp │ │ │ ├── ScalarIndexTest.cpp │ │ │ ├── SkipIndex.cpp │ │ │ ├── SkipIndex.h │ │ │ ├── StringIndex.h │ │ │ ├── StringIndexMarisa.cpp │ │ │ ├── StringIndexMarisa.h │ │ │ ├── StringIndexSort.cpp │ │ │ ├── StringIndexSort.h │ │ │ ├── StringIndexSortTest.cpp │ │ │ ├── StringIndexTest.cpp │ │ │ ├── TextMatchIndex.cpp │ │ │ ├── TextMatchIndex.h │ │ │ ├── TextMatchIndexTest.cpp │ │ │ ├── Utils.cpp │ │ │ ├── Utils.h │ │ │ ├── UtilsTest.cpp │ │ │ ├── VectorDiskIndex.cpp │ │ │ ├── VectorDiskIndex.h │ │ │ ├── VectorIndex.h │ │ │ ├── VectorMemIndex.cpp │ │ │ ├── VectorMemIndex.h │ │ │ ├── json_stats │ │ │ │ ├── JsonKeyStats.cpp │ │ │ │ ├── JsonKeyStats.h │ │ │ │ ├── bson_builder.cpp │ │ │ │ ├── bson_builder.h │ │ │ │ ├── bson_inverted.cpp │ │ │ │ ├── bson_inverted.h │ │ │ │ ├── parquet_writer.cpp │ │ │ │ ├── parquet_writer.h │ │ │ │ ├── utils.cpp │ │ │ │ └── utils.h │ │ │ └── skipindex_stats │ │ │ │ ├── SkipIndexStats.cpp │ │ │ │ ├── SkipIndexStats.h │ │ │ │ ├── SkipIndexStatsTest.cpp │ │ │ │ └── utils.h │ │ ├── indexbuilder │ │ │ ├── CMakeLists.txt │ │ │ ├── IndexCreatorBase.h │ │ │ ├── IndexFactory.h │ │ │ ├── ScalarIndexCreator.cpp │ │ │ ├── ScalarIndexCreator.h │ │ │ ├── ScalarIndexCreatorTest.cpp │ │ │ ├── VecIndexCreator.cpp │ │ │ ├── VecIndexCreator.h │ │ │ ├── index_c.cpp │ │ │ ├── index_c.h │ │ │ ├── init_c.cpp │ │ │ ├── init_c.h │ │ │ ├── type_c.h │ │ │ └── types.h │ │ ├── milvus_core.pc.in │ │ ├── mmap │ │ │ ├── ChunkData.h │ │ │ ├── ChunkVector.h │ │ │ ├── ChunkVectorTest.cpp │ │ │ ├── ChunkedColumn.h │ │ │ ├── ChunkedColumnGroup.h │ │ │ ├── ChunkedColumnGroupTest.cpp │ │ │ ├── ChunkedColumnInterface.h │ │ │ ├── ChunkedColumnTest.cpp │ │ │ └── Types.h │ │ ├── monitor │ │ │ ├── CMakeLists.txt │ │ │ ├── Monitor.cpp │ │ │ ├── Monitor.h │ │ │ ├── MonitorTest.cpp │ │ │ ├── jemalloc_stats_c.cpp │ │ │ ├── jemalloc_stats_c.h │ │ │ ├── monitor_c.cpp │ │ │ ├── monitor_c.h │ │ │ ├── scope_metric.cpp │ │ │ └── scope_metric.h │ │ ├── pb │ │ │ └── CMakeLists.txt │ │ ├── plan │ │ │ ├── PlanNode.h │ │ │ └── PlanNodeIdGenerator.h │ │ ├── query │ │ │ ├── CMakeLists.txt │ │ │ ├── CachedSearchIterator.cpp │ │ │ ├── CachedSearchIterator.h │ │ │ ├── CachedSearchIteratorTest.cpp │ │ │ ├── ExecPlanNodeVisitor.cpp │ │ │ ├── ExecPlanNodeVisitor.h │ │ │ ├── Plan.cpp │ │ │ ├── Plan.h │ │ │ ├── PlanImpl.h │ │ │ ├── PlanNode.cpp │ │ │ ├── PlanNode.h │ │ │ ├── PlanNodeVisitor.h │ │ │ ├── PlanProto.cpp │ │ │ ├── PlanProto.h │ │ │ ├── PlanProtoTest.cpp │ │ │ ├── Relational.h │ │ │ ├── RelationalTest.cpp │ │ │ ├── ScalarIndex.h │ │ │ ├── SearchBruteForce.cpp │ │ │ ├── SearchBruteForce.h │ │ │ ├── SearchBruteForceSparseTest.cpp │ │ │ ├── SearchBruteForceTest.cpp │ │ │ ├── SearchOnGrowing.cpp │ │ │ ├── SearchOnGrowing.h │ │ │ ├── SearchOnIndex.cpp │ │ │ ├── SearchOnIndex.h │ │ │ ├── SearchOnSealed.cpp │ │ │ ├── SearchOnSealed.h │ │ │ ├── SubSearchResult.cpp │ │ │ ├── SubSearchResult.h │ │ │ ├── SubSearchResultTest.cpp │ │ │ ├── Utils.h │ │ │ ├── UtilsTest.cpp │ │ │ └── helper.h │ │ ├── rescores │ │ │ ├── CMakeLists.txt │ │ │ ├── Murmur3.c │ │ │ ├── Murmur3.h │ │ │ ├── Scorer.cpp │ │ │ ├── Scorer.h │ │ │ └── Utils.h │ │ ├── segcore │ │ │ ├── AckResponder.h │ │ │ ├── ArrowFsCTest.cpp │ │ │ ├── CMakeLists.txt │ │ │ ├── ChunkedSegmentSealedBinlogIndexTest.cpp │ │ │ ├── ChunkedSegmentSealedImpl.cpp │ │ │ ├── ChunkedSegmentSealedImpl.h │ │ │ ├── ChunkedSegmentSealedStorageV2Test.cpp │ │ │ ├── ChunkedSegmentSealedTest.cpp │ │ │ ├── Collection.cpp │ │ │ ├── Collection.h │ │ │ ├── ColumnGroupsCTest.cpp │ │ │ ├── ConcurrentVector.cpp │ │ │ ├── ConcurrentVector.h │ │ │ ├── ConcurrentVectorTest.cpp │ │ │ ├── DeletedRecord.h │ │ │ ├── DeletedRecordTest.cpp │ │ │ ├── FieldIndexing.cpp │ │ │ ├── FieldIndexing.h │ │ │ ├── IndexCTest.cpp │ │ │ ├── IndexConfigGenerator.cpp │ │ │ ├── IndexConfigGenerator.h │ │ │ ├── InsertRecord.h │ │ │ ├── InsertRecordOffsetOrderedArrayTest.cpp │ │ │ ├── InsertRecordOffsetOrderedMapTest.cpp │ │ │ ├── MemoryPlannerTest.cpp │ │ │ ├── PackedReaderWriterTest.cpp │ │ │ ├── Record.h │ │ │ ├── ReduceCTest.cpp │ │ │ ├── ReduceStructure.h │ │ │ ├── ReduceStructureTest.cpp │ │ │ ├── ReduceUtils.cpp │ │ │ ├── ReduceUtils.h │ │ │ ├── SealedIndexingRecord.h │ │ │ ├── SegcoreConfig.cpp │ │ │ ├── SegcoreConfig.h │ │ │ ├── SegcoreInitCTest.cpp │ │ │ ├── SegmentChunkReader.cpp │ │ │ ├── SegmentChunkReader.h │ │ │ ├── SegmentGrowing.h │ │ │ ├── SegmentGrowingImpl.cpp │ │ │ ├── SegmentGrowingImpl.h │ │ │ ├── SegmentGrowingIndexTest.cpp │ │ │ ├── SegmentGrowingStorageV2Test.cpp │ │ │ ├── SegmentGrowingTest.cpp │ │ │ ├── SegmentInterface.cpp │ │ │ ├── SegmentInterface.h │ │ │ ├── SegmentSealed.h │ │ │ ├── SegmentSealedRetrieveTest.cpp │ │ │ ├── TimestampIndex.cpp │ │ │ ├── TimestampIndex.h │ │ │ ├── TimestampIndexTest.cpp │ │ │ ├── TokenizerCTest.cpp │ │ │ ├── Types.h │ │ │ ├── Utils.cpp │ │ │ ├── Utils.h │ │ │ ├── UtilsTest.cpp │ │ │ ├── arrow_fs_c.cpp │ │ │ ├── arrow_fs_c.h │ │ │ ├── check_vec_index_c.cpp │ │ │ ├── check_vec_index_c.h │ │ │ ├── collection_c.cpp │ │ │ ├── collection_c.h │ │ │ ├── collection_c_test.cpp │ │ │ ├── column_groups_c.cpp │ │ │ ├── column_groups_c.h │ │ │ ├── load_field_data_c.cpp │ │ │ ├── load_field_data_c.h │ │ │ ├── load_field_data_c_test.cpp │ │ │ ├── load_index_c.cpp │ │ │ ├── load_index_c.h │ │ │ ├── load_index_c_test.cpp │ │ │ ├── memory_planner.cpp │ │ │ ├── memory_planner.h │ │ │ ├── metrics_c.cpp │ │ │ ├── metrics_c.h │ │ │ ├── packed_reader_c.cpp │ │ │ ├── packed_reader_c.h │ │ │ ├── packed_writer_c.cpp │ │ │ ├── packed_writer_c.h │ │ │ ├── pkVisitor.h │ │ │ ├── plan_c.cpp │ │ │ ├── plan_c.h │ │ │ ├── plan_c_test.cpp │ │ │ ├── reduce │ │ │ │ ├── GroupReduce.cpp │ │ │ │ ├── GroupReduce.h │ │ │ │ ├── Reduce.cpp │ │ │ │ ├── Reduce.h │ │ │ │ ├── StreamReduce.cpp │ │ │ │ └── StreamReduce.h │ │ │ ├── reduce_c.cpp │ │ │ ├── reduce_c.h │ │ │ ├── reduce_c_test.cpp │ │ │ ├── segcore_init_c.cpp │ │ │ ├── segcore_init_c.h │ │ │ ├── segment_c.cpp │ │ │ ├── segment_c.h │ │ │ ├── segment_c_test.cpp │ │ │ ├── storagev1translator │ │ │ │ ├── ChunkTranslator.cpp │ │ │ │ ├── ChunkTranslator.h │ │ │ │ ├── DefaultValueChunkTranslator.cpp │ │ │ │ ├── DefaultValueChunkTranslator.h │ │ │ │ ├── InterimSealedIndexTranslator.cpp │ │ │ │ ├── InterimSealedIndexTranslator.h │ │ │ │ ├── SealedIndexTranslator.cpp │ │ │ │ ├── SealedIndexTranslator.h │ │ │ │ ├── TextMatchIndexTranslator.cpp │ │ │ │ ├── TextMatchIndexTranslator.h │ │ │ │ ├── V1SealedIndexTranslator.cpp │ │ │ │ └── V1SealedIndexTranslator.h │ │ │ ├── storagev2translator │ │ │ │ ├── GroupCTMeta.h │ │ │ │ ├── GroupChunkTranslator.cpp │ │ │ │ ├── GroupChunkTranslator.h │ │ │ │ ├── GroupChunkTranslatorTest.cpp │ │ │ │ ├── JsonStatsTranslator.cpp │ │ │ │ ├── JsonStatsTranslator.h │ │ │ │ ├── ManifestGroupTranslator.cpp │ │ │ │ └── ManifestGroupTranslator.h │ │ │ ├── token_stream_c.cpp │ │ │ ├── token_stream_c.h │ │ │ ├── tokenizer_c.cpp │ │ │ ├── tokenizer_c.h │ │ │ ├── vector_index_c.cpp │ │ │ ├── vector_index_c.h │ │ │ └── vector_index_c_test.cpp │ │ └── storage │ │ │ ├── BinlogReader.cpp │ │ │ ├── BinlogReader.h │ │ │ ├── CMakeLists.txt │ │ │ ├── ChunkManager.cpp │ │ │ ├── ChunkManager.h │ │ │ ├── DataCodec.cpp │ │ │ ├── DataCodec.h │ │ │ ├── DataCodecTest.cpp │ │ │ ├── DiskFileManagerImpl.cpp │ │ │ ├── DiskFileManagerImpl.h │ │ │ ├── DiskFileManagerTest.cpp │ │ │ ├── Event.cpp │ │ │ ├── Event.h │ │ │ ├── FileManager.h │ │ │ ├── FileWriter.cpp │ │ │ ├── FileWriter.h │ │ │ ├── FileWriterTest.cpp │ │ │ ├── IndexData.cpp │ │ │ ├── IndexData.h │ │ │ ├── InsertData.cpp │ │ │ ├── InsertData.h │ │ │ ├── KeyRetriever.cpp │ │ │ ├── KeyRetriever.h │ │ │ ├── LocalChunkManager.cpp │ │ │ ├── LocalChunkManager.h │ │ │ ├── LocalChunkManagerSingleton.h │ │ │ ├── LocalChunkManagerTest.cpp │ │ │ ├── MemFileManagerImpl.cpp │ │ │ ├── MemFileManagerImpl.h │ │ │ ├── MmapChunkManager.cpp │ │ │ ├── MmapChunkManager.h │ │ │ ├── MmapChunkManagerTest.cpp │ │ │ ├── MmapManager.h │ │ │ ├── PayloadReader.cpp │ │ │ ├── PayloadReader.h │ │ │ ├── PayloadStream.cpp │ │ │ ├── PayloadStream.h │ │ │ ├── PayloadWriter.cpp │ │ │ ├── PayloadWriter.h │ │ │ ├── PluginLoader.h │ │ │ ├── RemoteChunkManagerSingleton.h │ │ │ ├── RemoteChunkManagerTest.cpp │ │ │ ├── RemoteInputStream.cpp │ │ │ ├── RemoteInputStream.h │ │ │ ├── RemoteOutputStream.cpp │ │ │ ├── RemoteOutputStream.h │ │ │ ├── SafeQueue.h │ │ │ ├── StorageV2FSCache.cpp │ │ │ ├── StorageV2FSCache.h │ │ │ ├── ThreadPool.cpp │ │ │ ├── ThreadPool.h │ │ │ ├── ThreadPools.cpp │ │ │ ├── ThreadPools.h │ │ │ ├── ThreadPoolsTest.cpp │ │ │ ├── Types.h │ │ │ ├── Util.cpp │ │ │ ├── Util.h │ │ │ ├── aliyun │ │ │ ├── AliyunCredentialsProvider.cpp │ │ │ ├── AliyunCredentialsProvider.h │ │ │ ├── AliyunSTSClient.cpp │ │ │ ├── AliyunSTSClient.h │ │ │ └── CMakeLists.txt │ │ │ ├── azure │ │ │ ├── AzureBlobChunkManager.cpp │ │ │ ├── AzureBlobChunkManager.h │ │ │ ├── AzureBlobChunkManagerTest.cpp │ │ │ ├── AzureChunkManager.cpp │ │ │ ├── AzureChunkManager.h │ │ │ ├── AzureChunkManagerTest.cpp │ │ │ └── CMakeLists.txt │ │ │ ├── gcp-native-storage │ │ │ ├── CMakeLists.txt │ │ │ ├── GcpNativeChunkManager.cpp │ │ │ ├── GcpNativeChunkManager.h │ │ │ ├── GcpNativeChunkManagerTest.cpp │ │ │ ├── GcpNativeClientManager.cpp │ │ │ └── GcpNativeClientManager.h │ │ │ ├── huawei │ │ │ ├── CMakeLists.txt │ │ │ ├── HuaweiCloudCredentialsProvider.cpp │ │ │ ├── HuaweiCloudCredentialsProvider.h │ │ │ ├── HuaweiCloudSTSClient.cpp │ │ │ └── HuaweiCloudSTSClient.h │ │ │ ├── loon_ffi │ │ │ ├── CMakeLists.txt │ │ │ ├── ffi_reader_c.cpp │ │ │ ├── ffi_reader_c.h │ │ │ ├── ffi_writer_c.cpp │ │ │ ├── ffi_writer_c.h │ │ │ ├── property_singleton.h │ │ │ ├── util.cpp │ │ │ └── util.h │ │ │ ├── minio │ │ │ ├── CMakeLists.txt │ │ │ ├── MinioChunkManager.cpp │ │ │ ├── MinioChunkManager.h │ │ │ └── MinioChunkManagerTest.cpp │ │ │ ├── opendal │ │ │ ├── OpenDALChunkManager.cpp │ │ │ └── OpenDALChunkManager.h │ │ │ ├── parquet_c.h │ │ │ ├── plugin │ │ │ └── PluginInterface.h │ │ │ ├── storage_c.cpp │ │ │ ├── storage_c.h │ │ │ └── tencent │ │ │ ├── CMakeLists.txt │ │ │ ├── TencentCloudCredentialsProvider.cpp │ │ │ ├── TencentCloudCredentialsProvider.h │ │ │ ├── TencentCloudSTSClient.cpp │ │ │ └── TencentCloudSTSClient.h │ ├── thirdparty │ │ ├── CMakeLists.txt │ │ ├── NamedType │ │ │ ├── .clang-format │ │ │ ├── .gitignore │ │ │ ├── .travis.yml │ │ │ ├── LICENSE │ │ │ ├── README.md │ │ │ ├── crtp.hpp │ │ │ ├── named_type.hpp │ │ │ ├── named_type_impl.hpp │ │ │ ├── underlying_functionalities.hpp │ │ │ └── version.hpp │ │ ├── boost_ext │ │ │ ├── CMakeLists.txt │ │ │ ├── LICENSE │ │ │ ├── dynamic_bitset_ext.cpp │ │ │ └── dynamic_bitset_ext.hpp │ │ ├── jemalloc │ │ │ └── CMakeLists.txt │ │ ├── knowhere │ │ │ ├── CMakeLists.txt │ │ │ └── knowhere.pc.in │ │ ├── milvus-common │ │ │ ├── CMakeLists.txt │ │ │ └── milvus-common.pc.in │ │ ├── milvus-storage │ │ │ ├── CMakeLists.txt │ │ │ └── milvus-storage.pc.in │ │ ├── opendal │ │ │ └── CMakeLists.txt │ │ ├── rdkafka │ │ │ ├── CMakeLists.txt │ │ │ └── rdkafka.pc.in │ │ ├── rocksdb │ │ │ ├── CMakeLists.txt │ │ │ └── rocksdb.pc.in │ │ ├── simdjson │ │ │ └── CMakeLists.txt │ │ ├── tantivy │ │ │ ├── CMakeLists.txt │ │ │ ├── bench.cpp │ │ │ ├── ffi_demo.cpp │ │ │ ├── jieba_demo.cpp │ │ │ ├── rust-array.h │ │ │ ├── rust-binding.h │ │ │ ├── rust-hashmap.h │ │ │ ├── tantivy-binding │ │ │ │ ├── .gitignore │ │ │ │ ├── Cargo.lock │ │ │ │ ├── Cargo.toml │ │ │ │ ├── benches │ │ │ │ │ └── analyzer_bench.rs │ │ │ │ ├── build.rs │ │ │ │ ├── cbindgen.toml │ │ │ │ ├── include │ │ │ │ │ └── tantivy-binding.h │ │ │ │ └── src │ │ │ │ │ ├── analyzer │ │ │ │ │ ├── analyzer.rs │ │ │ │ │ ├── build_in_analyzer.rs │ │ │ │ │ ├── data │ │ │ │ │ │ └── jieba │ │ │ │ │ │ │ └── dict.txt.big │ │ │ │ │ ├── dict │ │ │ │ │ │ ├── lindera │ │ │ │ │ │ │ ├── cc_cedict.rs │ │ │ │ │ │ │ ├── common.rs │ │ │ │ │ │ │ ├── fetch.rs │ │ │ │ │ │ │ ├── ipadic.rs │ │ │ │ │ │ │ ├── ipadic_neologd.rs │ │ │ │ │ │ │ ├── ko_dic.rs │ │ │ │ │ │ │ ├── mod.rs │ │ │ │ │ │ │ └── unidic.rs │ │ │ │ │ │ └── mod.rs │ │ │ │ │ ├── filter │ │ │ │ │ │ ├── filter.rs │ │ │ │ │ │ ├── mod.rs │ │ │ │ │ │ ├── regex_filter.rs │ │ │ │ │ │ ├── remove_punct_filter.rs │ │ │ │ │ │ ├── stop_words │ │ │ │ │ │ │ ├── chinese.txt │ │ │ │ │ │ │ ├── mod.rs │ │ │ │ │ │ │ └── stop_words.rs │ │ │ │ │ │ ├── synonym_filter.rs │ │ │ │ │ │ └── util.rs │ │ │ │ │ ├── gen │ │ │ │ │ │ └── milvus.proto.tokenizer.rs │ │ │ │ │ ├── mod.rs │ │ │ │ │ ├── options │ │ │ │ │ │ ├── mod.rs │ │ │ │ │ │ ├── runtime_option.rs │ │ │ │ │ │ └── util.rs │ │ │ │ │ └── tokenizers │ │ │ │ │ │ ├── char_group_tokenizer.rs │ │ │ │ │ │ ├── grpc_tokenizer.rs │ │ │ │ │ │ ├── icu_tokneizer.rs │ │ │ │ │ │ ├── jieba_tokenizer.rs │ │ │ │ │ │ ├── lang_ident_tokenizer.rs │ │ │ │ │ │ ├── lindera_tokenizer.rs │ │ │ │ │ │ ├── mod.rs │ │ │ │ │ │ ├── ngram_tokenizer_with_chars.rs │ │ │ │ │ │ └── tokenizer.rs │ │ │ │ │ ├── array.rs │ │ │ │ │ ├── bitset_wrapper.rs │ │ │ │ │ ├── data_type.rs │ │ │ │ │ ├── demo_c.rs │ │ │ │ │ ├── direct_bitset_collector.rs │ │ │ │ │ ├── docid_collector.rs │ │ │ │ │ ├── error.rs │ │ │ │ │ ├── hashmap_c.rs │ │ │ │ │ ├── index_json_key_stats_writer.rs │ │ │ │ │ ├── index_json_key_stats_writer_c.rs │ │ │ │ │ ├── index_ngram_writer.rs │ │ │ │ │ ├── index_ngram_writer_c.rs │ │ │ │ │ ├── index_reader.rs │ │ │ │ │ ├── index_reader_c.rs │ │ │ │ │ ├── index_reader_text.rs │ │ │ │ │ ├── index_reader_text_c.rs │ │ │ │ │ ├── index_writer.rs │ │ │ │ │ ├── index_writer_c.rs │ │ │ │ │ ├── index_writer_text.rs │ │ │ │ │ ├── index_writer_text_c.rs │ │ │ │ │ ├── index_writer_v5 │ │ │ │ │ ├── analyzer │ │ │ │ │ │ ├── analyzer.rs │ │ │ │ │ │ ├── build_in_analyzer.rs │ │ │ │ │ │ ├── filter.rs │ │ │ │ │ │ ├── mod.rs │ │ │ │ │ │ ├── stop_words.rs │ │ │ │ │ │ ├── tokenizers │ │ │ │ │ │ │ ├── jieba_tokenizer.rs │ │ │ │ │ │ │ ├── lindera_tokenizer.rs │ │ │ │ │ │ │ ├── mod.rs │ │ │ │ │ │ │ └── tokenizer.rs │ │ │ │ │ │ └── util.rs │ │ │ │ │ ├── index_writer.rs │ │ │ │ │ ├── index_writer_json_key_stats.rs │ │ │ │ │ ├── index_writer_text.rs │ │ │ │ │ └── mod.rs │ │ │ │ │ ├── index_writer_v7 │ │ │ │ │ ├── index_writer.rs │ │ │ │ │ ├── index_writer_json_key_stats.rs │ │ │ │ │ ├── index_writer_text.rs │ │ │ │ │ └── mod.rs │ │ │ │ │ ├── lib.rs │ │ │ │ │ ├── log.rs │ │ │ │ │ ├── milvus_id_collector.rs │ │ │ │ │ ├── string_c.rs │ │ │ │ │ ├── token_stream_c.rs │ │ │ │ │ ├── tokenizer_c.rs │ │ │ │ │ ├── util.rs │ │ │ │ │ ├── util_c.rs │ │ │ │ │ └── vec_collector.rs │ │ │ ├── tantivy-wrapper.h │ │ │ ├── test.cpp │ │ │ ├── text_demo.cpp │ │ │ ├── time_recorder.h │ │ │ ├── token-stream.h │ │ │ ├── tokenizer.h │ │ │ └── tokenizer_demo.cpp │ │ └── versions.txt │ └── unittest │ │ ├── CMakeLists.txt │ │ ├── bench │ │ ├── CMakeLists.txt │ │ ├── bench_applyhits.cpp │ │ ├── bench_filewrite.cpp │ │ ├── bench_findfirst.cpp │ │ ├── bench_indexbuilder.cpp │ │ ├── bench_naive.cpp │ │ └── bench_search.cpp │ │ ├── init_gtest.cpp │ │ ├── test_exec.cpp │ │ ├── test_expr_materialized_view.cpp │ │ ├── test_float16.cpp │ │ ├── test_group_by.cpp │ │ ├── test_group_by_json.cpp │ │ ├── test_index_wrapper.cpp │ │ ├── test_indexing.cpp │ │ ├── test_integer_overflow.cpp │ │ ├── test_iterative_filter.cpp │ │ ├── test_json_stats │ │ ├── CMakeLists.txt │ │ ├── test_bson_builder.cpp │ │ ├── test_bson_view.cpp │ │ ├── test_json_key_stats.cpp │ │ ├── test_parquet_writer.cpp │ │ ├── test_traverse_json_for_build_stats.cpp │ │ └── test_utils.cpp │ │ ├── test_loading.cpp │ │ ├── test_query.cpp │ │ ├── test_rust_result.cpp │ │ ├── test_scorer.cpp │ │ ├── test_sealed.cpp │ │ ├── test_storage.cpp │ │ ├── test_storage_v2_index_raw_data.cpp │ │ ├── test_string_chunk_writer.cpp │ │ ├── test_string_expr.cpp │ │ └── test_utils │ │ ├── AssertUtils.h │ │ ├── Constants.h │ │ ├── DataGen.h │ │ ├── Distance.h │ │ ├── GenExprProto.h │ │ ├── PbHelper.h │ │ ├── Timer.h │ │ ├── TmpPath.h │ │ ├── c_api_test_utils.h │ │ ├── cachinglayer_test_utils.h │ │ ├── indexbuilder_test_utils.h │ │ ├── storage_test_utils.h │ │ └── test_segcore.yaml ├── datacoord │ ├── .mockery.yaml │ ├── OWNERS │ ├── README.md │ ├── allocator │ │ ├── allocator.go │ │ ├── allocator_test.go │ │ └── mock_allocator.go │ ├── analyze_inspector.go │ ├── analyze_meta.go │ ├── analyze_meta_test.go │ ├── broker │ │ ├── coordinator_broker.go │ │ ├── coordinator_broker_test.go │ │ └── mock_broker.go │ ├── build_index_policy.go │ ├── channel.go │ ├── compaction_inspector.go │ ├── compaction_inspector_test.go │ ├── compaction_l0_view.go │ ├── compaction_l0_view_test.go │ ├── compaction_policy_clustering.go │ ├── compaction_policy_clustering_test.go │ ├── compaction_policy_l0.go │ ├── compaction_policy_l0_test.go │ ├── compaction_policy_single.go │ ├── compaction_policy_single_test.go │ ├── compaction_queue.go │ ├── compaction_queue_test.go │ ├── compaction_task.go │ ├── compaction_task_clustering.go │ ├── compaction_task_clustering_test.go │ ├── compaction_task_l0.go │ ├── compaction_task_l0_test.go │ ├── compaction_task_meta.go │ ├── compaction_task_meta_test.go │ ├── compaction_task_mix.go │ ├── compaction_task_mix_test.go │ ├── compaction_trigger.go │ ├── compaction_trigger_test.go │ ├── compaction_trigger_v2.go │ ├── compaction_trigger_v2_test.go │ ├── compaction_util.go │ ├── compaction_view.go │ ├── const.go │ ├── create_meta_test.go │ ├── ddl_callbacks.go │ ├── ddl_callbacks_alter_index.go │ ├── ddl_callbacks_create_index.go │ ├── ddl_callbacks_drop_index.go │ ├── ddl_callbacks_flushall.go │ ├── errors.go │ ├── errors_test.go │ ├── external_collection_inspector.go │ ├── external_collection_task_meta.go │ ├── file_resource_manager.go │ ├── file_resource_manager_test.go │ ├── garbage_collector.go │ ├── garbage_collector_test.go │ ├── go_channel_singleton.go │ ├── handler.go │ ├── handler_test.go │ ├── import_checker.go │ ├── import_checker_test.go │ ├── import_inspector.go │ ├── import_inspector_test.go │ ├── import_job.go │ ├── import_meta.go │ ├── import_meta_test.go │ ├── import_task.go │ ├── import_task_import.go │ ├── import_task_import_test.go │ ├── import_task_preimport.go │ ├── import_task_preimport_test.go │ ├── import_util.go │ ├── import_util_test.go │ ├── index_engine_version_manager.go │ ├── index_engine_version_manager_test.go │ ├── index_inspector.go │ ├── index_inspector_test.go │ ├── index_meta.go │ ├── index_meta_test.go │ ├── index_service.go │ ├── index_service_test.go │ ├── knapsack.go │ ├── knapsack_test.go │ ├── meta.go │ ├── meta_test.go │ ├── meta_util.go │ ├── metrics_info.go │ ├── metrics_info_test.go │ ├── mock_compaction_inspector.go │ ├── mock_compaction_meta.go │ ├── mock_handler.go │ ├── mock_import_meta.go │ ├── mock_index_engine_version_manager.go │ ├── mock_segment_manager.go │ ├── mock_stats_job_manager.go │ ├── mock_sub_cluster.go │ ├── mock_test.go │ ├── mock_trigger.go │ ├── mock_trigger_manager.go │ ├── partition_stats_meta.go │ ├── partition_stats_meta_test.go │ ├── segment_allocation_policy.go │ ├── segment_allocation_policy_test.go │ ├── segment_info.go │ ├── segment_info_test.go │ ├── segment_manager.go │ ├── segment_manager_test.go │ ├── segment_operator.go │ ├── segment_operator_test.go │ ├── server.go │ ├── server_test.go │ ├── services.go │ ├── services_test.go │ ├── session │ │ ├── OWNERS │ │ ├── README.md │ │ ├── cluster.go │ │ ├── cluster_test.go │ │ ├── common.go │ │ ├── mock_cluster.go │ │ ├── mock_node_manager.go │ │ ├── node_manager.go │ │ ├── node_manager_test.go │ │ └── session.go │ ├── stats_inspector.go │ ├── stats_inspector_test.go │ ├── stats_task_meta.go │ ├── stats_task_meta_test.go │ ├── task │ │ ├── global_scheduler.go │ │ ├── global_scheduler_test.go │ │ ├── mock_global_scheduler.go │ │ ├── mock_task.go │ │ ├── priority_queue.go │ │ ├── priority_queue_test.go │ │ └── task.go │ ├── task_analyze.go │ ├── task_analyze_test.go │ ├── task_index.go │ ├── task_index_test.go │ ├── task_stats.go │ ├── task_stats_test.go │ ├── task_update_external_collection.go │ ├── util.go │ └── util_test.go ├── datanode │ ├── .mockery.yaml │ ├── OWNERS │ ├── README.md │ ├── chunk_mgr_factory.go │ ├── compactor │ │ ├── clustering_compactor.go │ │ ├── clustering_compactor_storage_v2_test.go │ │ ├── clustering_compactor_test.go │ │ ├── compactor.go │ │ ├── compactor_common.go │ │ ├── executor.go │ │ ├── executor_test.go │ │ ├── l0_compactor.go │ │ ├── l0_compactor_test.go │ │ ├── merge_sort.go │ │ ├── mix_compactor.go │ │ ├── mix_compactor_storage_v2_test.go │ │ ├── mix_compactor_test.go │ │ ├── mock_compactor.go │ │ ├── multi_segment_writer_test.go │ │ ├── namespace_compactor.go │ │ ├── namespace_compactor_test.go │ │ ├── pool.go │ │ ├── pool_test.go │ │ ├── segment_writer.go │ │ ├── segment_writer_bench_test.go │ │ ├── segment_writer_test.go │ │ ├── sort_compaction.go │ │ └── sort_compaction_test.go │ ├── data_node.go │ ├── data_node_test.go │ ├── importv2 │ │ ├── hash.go │ │ ├── hash_test.go │ │ ├── memory_allocator.go │ │ ├── memory_allocator_test.go │ │ ├── mock_task.go │ │ ├── mock_task_manager.go │ │ ├── pool.go │ │ ├── pool_test.go │ │ ├── scheduler.go │ │ ├── scheduler_test.go │ │ ├── task.go │ │ ├── task_import.go │ │ ├── task_l0_import.go │ │ ├── task_l0_import_test.go │ │ ├── task_l0_preimport.go │ │ ├── task_manager.go │ │ ├── task_manager_test.go │ │ ├── task_preimport.go │ │ ├── util.go │ │ └── util_test.go │ ├── index │ │ ├── init_segcore.go │ │ ├── scheduler.go │ │ ├── scheduler_test.go │ │ ├── state.go │ │ ├── state_test.go │ │ ├── task.go │ │ ├── task_analyze.go │ │ ├── task_index.go │ │ ├── task_manager.go │ │ ├── task_manager_test.go │ │ ├── task_stats.go │ │ ├── task_stats_test.go │ │ ├── task_test.go │ │ ├── util.go │ │ └── util_test.go │ ├── index_services.go │ ├── index_services_test.go │ ├── metrics_info.go │ ├── services.go │ ├── services_test.go │ └── util │ │ └── util.go ├── distributed │ ├── OWNERS │ ├── cdc │ │ └── service.go │ ├── connection_manager.go │ ├── connection_manager_test.go │ ├── datanode │ │ ├── client │ │ │ ├── client.go │ │ │ └── client_test.go │ │ ├── service.go │ │ └── service_test.go │ ├── mixcoord │ │ ├── api_testonly.go │ │ ├── client │ │ │ ├── client.go │ │ │ └── client_test.go │ │ ├── service.go │ │ └── service_test.go │ ├── proxy │ │ ├── client │ │ │ ├── client.go │ │ │ └── client_test.go │ │ ├── httpserver │ │ │ ├── constant.go │ │ │ ├── handler.go │ │ │ ├── handler_test.go │ │ │ ├── handler_v1.go │ │ │ ├── handler_v1_test.go │ │ │ ├── handler_v2.go │ │ │ ├── handler_v2_test.go │ │ │ ├── json_render.go │ │ │ ├── json_render_test.go │ │ │ ├── request.go │ │ │ ├── request_v2.go │ │ │ ├── resource_group_handler_v2.go │ │ │ ├── resource_group_handler_v2_test.go │ │ │ ├── timeout_middleware.go │ │ │ ├── utils.go │ │ │ ├── utils_bench_serialize_vectors_test.go │ │ │ ├── utils_test.go │ │ │ ├── wrap_request.go │ │ │ ├── wrap_request_test.go │ │ │ ├── wrapper.go │ │ │ └── wrapper_test.go │ │ ├── listener_manager.go │ │ ├── request_interceptor.go │ │ ├── request_interceptor_test.go │ │ ├── service.go │ │ └── service_test.go │ ├── querynode │ │ ├── api_testonly.go │ │ ├── client │ │ │ ├── client.go │ │ │ └── client_test.go │ │ ├── service.go │ │ └── service_test.go │ ├── streaming │ │ ├── OWNERS │ │ ├── append.go │ │ ├── balancer.go │ │ ├── balancer_test.go │ │ ├── broadcast.go │ │ ├── forward.go │ │ ├── forward_test.go │ │ ├── internal │ │ │ ├── consumer │ │ │ │ ├── consumer.go │ │ │ │ ├── consumer_impl.go │ │ │ │ ├── consumer_test.go │ │ │ │ ├── handler.go │ │ │ │ ├── message_handler.go │ │ │ │ └── metrics.go │ │ │ ├── errs │ │ │ │ └── error.go │ │ │ └── producer │ │ │ │ ├── metrics.go │ │ │ │ ├── producer.go │ │ │ │ ├── producer_resuming.go │ │ │ │ └── producer_test.go │ │ ├── local.go │ │ ├── msgstream_adaptor.go │ │ ├── msgstream_adaptor_test.go │ │ ├── replicate_service.go │ │ ├── replicate_service_test.go │ │ ├── streaming.go │ │ ├── streaming_test.go │ │ ├── test_streaming.go │ │ ├── txn.go │ │ ├── util.go │ │ ├── wal.go │ │ └── wal_test.go │ ├── streamingnode │ │ ├── OWNERS │ │ └── service.go │ └── utils │ │ ├── util.go │ │ └── util_test.go ├── flushcommon │ ├── broker │ │ ├── broker.go │ │ ├── datacoord.go │ │ ├── datacoord_test.go │ │ └── mock_broker.go │ ├── io │ │ ├── binlog_io.go │ │ ├── binlog_io_test.go │ │ ├── io_pool.go │ │ └── io_pool_test.go │ ├── metacache │ │ ├── actions.go │ │ ├── actions_test.go │ │ ├── bm25_stats.go │ │ ├── bm25_stats_test.go │ │ ├── meta_cache.go │ │ ├── meta_cache_test.go │ │ ├── mock_meta_cache.go │ │ ├── pkoracle │ │ │ ├── README.md │ │ │ ├── bloom_filter_set.go │ │ │ ├── bloom_filter_set_test.go │ │ │ ├── lazy_pk_stats.go │ │ │ └── pk_stats.go │ │ ├── schema.go │ │ ├── schema_test.go │ │ ├── segment.go │ │ └── segment_test.go │ ├── pipeline │ │ ├── data_sync_service.go │ │ ├── data_sync_service_test.go │ │ ├── flow_graph_dd_node.go │ │ ├── flow_graph_dd_node_test.go │ │ ├── flow_graph_dmstream_input_node.go │ │ ├── flow_graph_dmstream_input_node_test.go │ │ ├── flow_graph_embedding_node.go │ │ ├── flow_graph_embedding_node_test.go │ │ ├── flow_graph_manager.go │ │ ├── flow_graph_manager_test.go │ │ ├── flow_graph_message.go │ │ ├── flow_graph_message_test.go │ │ ├── flow_graph_node.go │ │ ├── flow_graph_time_tick_node.go │ │ ├── flow_graph_write_node.go │ │ ├── mock_fgmanager.go │ │ └── testutils_test.go │ ├── syncmgr │ │ ├── key_lock_dispatcher.go │ │ ├── key_lock_dispatcher_test.go │ │ ├── meta_writer.go │ │ ├── meta_writer_test.go │ │ ├── mock_meta_writer.go │ │ ├── mock_pack_writer.go │ │ ├── mock_sync_manager.go │ │ ├── mock_task.go │ │ ├── options.go │ │ ├── pack_writer.go │ │ ├── pack_writer_test.go │ │ ├── pack_writer_v2.go │ │ ├── pack_writer_v2_test.go │ │ ├── serializer.go │ │ ├── storage_serializer.go │ │ ├── storage_serializer_test.go │ │ ├── sync_manager.go │ │ ├── sync_manager_test.go │ │ ├── task.go │ │ └── task_test.go │ ├── util │ │ ├── checkpoint_updater.go │ │ ├── checkpoint_updater_test.go │ │ ├── msg_handler.go │ │ ├── rate_collector.go │ │ ├── rate_collector_test.go │ │ ├── tickler.go │ │ ├── timetick_sender.go │ │ ├── timetick_sender_test.go │ │ └── util.go │ └── writebuffer │ │ ├── delta_buffer.go │ │ ├── delta_buffer_test.go │ │ ├── insert_buffer.go │ │ ├── insert_buffer_test.go │ │ ├── l0_write_buffer.go │ │ ├── l0_write_buffer_test.go │ │ ├── manager.go │ │ ├── manager_test.go │ │ ├── mock_manager.go │ │ ├── mock_write_buffer.go │ │ ├── options.go │ │ ├── segment_buffer.go │ │ ├── stats_buffer.go │ │ ├── sync_policy.go │ │ ├── sync_policy_test.go │ │ ├── write_buffer.go │ │ └── write_buffer_test.go ├── http │ ├── constant.go │ ├── healthz │ │ ├── content_type.go │ │ ├── healthz_handler.go │ │ └── livez_handler.go │ ├── router.go │ ├── server.go │ ├── server_test.go │ ├── static │ │ └── index.html │ ├── static_view.go │ └── webui │ │ ├── assets │ │ ├── favicon-ADjA7Mb5.png │ │ ├── index-Cxslai7T.css │ │ ├── index-nmS7rbPW.js │ │ └── milvus-logo-CDzTGerQ.svg │ │ └── index.html ├── json │ └── sonic.go ├── kv │ ├── OWNERS │ ├── etcd │ │ ├── embed_etcd_config_test.go │ │ ├── embed_etcd_kv.go │ │ ├── embed_etcd_kv_test.go │ │ ├── embed_etcd_restart_test.go │ │ ├── etcd_kv.go │ │ ├── etcd_kv_test.go │ │ ├── metakv_factory.go │ │ ├── options.go │ │ ├── util.go │ │ └── util_test.go │ ├── mem │ │ ├── mem_kv.go │ │ └── mem_kv_test.go │ ├── mock_snapshot_kv.go │ ├── mock_snapshot_kv_test.go │ ├── mocks │ │ ├── meta_kv.go │ │ ├── snapshot_kv.go │ │ ├── txn_kv.go │ │ └── watch_kv.go │ └── tikv │ │ ├── main_test.go │ │ ├── options.go │ │ ├── txn_tikv.go │ │ └── txn_tikv_test.go ├── metastore │ ├── catalog.go │ ├── catalog_test.go │ ├── kv │ │ ├── binlog │ │ │ ├── binlog.go │ │ │ └── binlog_test.go │ │ ├── datacoord │ │ │ ├── constant.go │ │ │ ├── kv_catalog.go │ │ │ ├── kv_catalog_test.go │ │ │ └── util.go │ │ ├── querycoord │ │ │ ├── kv_catalog.go │ │ │ └── kv_catalog_test.go │ │ ├── rootcoord │ │ │ ├── kv_catalog.go │ │ │ ├── kv_catalog_test.go │ │ │ ├── rootcoord_constant.go │ │ │ ├── suffix_snapshot.go │ │ │ └── suffix_snapshot_test.go │ │ ├── streamingcoord │ │ │ ├── constant.go │ │ │ ├── kv_catalog.go │ │ │ └── kv_catalog_test.go │ │ └── streamingnode │ │ │ ├── constant.go │ │ │ ├── kv_catalog.go │ │ │ └── kv_catalog_test.go │ ├── mocks │ │ ├── mock_datacoord_catalog.go │ │ ├── mock_querycoord_catalog.go │ │ └── mock_rootcoord_catalog.go │ └── model │ │ ├── alias.go │ │ ├── alias_test.go │ │ ├── collection.go │ │ ├── collection_test.go │ │ ├── credential.go │ │ ├── credential_test.go │ │ ├── database.go │ │ ├── database_test.go │ │ ├── field.go │ │ ├── field_test.go │ │ ├── function.go │ │ ├── function_test.go │ │ ├── index.go │ │ ├── index_test.go │ │ ├── load_info.go │ │ ├── partition.go │ │ ├── partition_test.go │ │ ├── segment.go │ │ ├── segment_index.go │ │ ├── segment_index_test.go │ │ ├── struct_field.go │ │ └── struct_field_test.go ├── mocks │ ├── distributed │ │ └── mock_streaming │ │ │ ├── mock_Broadcast.go │ │ │ ├── mock_Local.go │ │ │ ├── mock_ReplicateService.go │ │ │ ├── mock_Scanner.go │ │ │ └── mock_WALAccesser.go │ ├── flushcommon │ │ └── mock_util │ │ │ ├── mock_MsgHandler.go │ │ │ └── mock_binlogio.go │ ├── google.golang.org │ │ ├── grpc │ │ │ └── mock_resolver │ │ │ │ └── mock_ClientConn.go │ │ └── mock_grpc │ │ │ └── mock_ClientStream.go │ ├── mock_chunk_manager.go │ ├── mock_datacoord.go │ ├── mock_datacoord_client.go │ ├── mock_datanode.go │ ├── mock_datanode_client.go │ ├── mock_grpc_client.go │ ├── mock_metastore │ │ ├── mock_StreamingCoordCataLog.go │ │ └── mock_StreamingNodeCataLog.go │ ├── mock_mixcoord.go │ ├── mock_mixcoord_client.go │ ├── mock_proxy.go │ ├── mock_proxy_client.go │ ├── mock_querycoord.go │ ├── mock_querycoord_client.go │ ├── mock_querynode.go │ ├── mock_querynode_client.go │ ├── mock_rootcoord.go │ ├── mock_rootcoord_client.go │ ├── mock_storage │ │ └── mock_ChunkManager.go │ ├── rootcoord │ │ └── mock_tombstone │ │ │ └── mock_TombstoneSweeper.go │ ├── streamingcoord │ │ ├── mock_client │ │ │ ├── mock_AssignmentService.go │ │ │ ├── mock_BroadcastService.go │ │ │ └── mock_Client.go │ │ └── server │ │ │ ├── mock_balancer │ │ │ └── mock_Balancer.go │ │ │ └── mock_broadcaster │ │ │ ├── mock_AppendOperator.go │ │ │ ├── mock_BroadcastAPI.go │ │ │ └── mock_Broadcaster.go │ ├── streamingnode │ │ ├── client │ │ │ ├── handler │ │ │ │ ├── mock_assignment │ │ │ │ │ └── mock_Watcher.go │ │ │ │ ├── mock_consumer │ │ │ │ │ └── mock_Consumer.go │ │ │ │ └── mock_producer │ │ │ │ │ └── mock_Producer.go │ │ │ ├── mock_handler │ │ │ │ └── mock_HandlerClient.go │ │ │ └── mock_manager │ │ │ │ └── mock_ManagerClient.go │ │ └── server │ │ │ ├── mock_wal │ │ │ ├── mock_Opener.go │ │ │ ├── mock_OpenerBuilder.go │ │ │ ├── mock_Scanner.go │ │ │ └── mock_WAL.go │ │ │ ├── mock_walmanager │ │ │ └── mock_Manager.go │ │ │ └── wal │ │ │ ├── interceptors │ │ │ ├── mock_wab │ │ │ │ └── mock_ROWriteAheadBuffer.go │ │ │ ├── replicate │ │ │ │ └── mock_replicates │ │ │ │ │ ├── mock_ReplicateAcker.go │ │ │ │ │ └── mock_ReplicatesManager.go │ │ │ ├── shard │ │ │ │ ├── mock_shards │ │ │ │ │ └── mock_ShardManager.go │ │ │ │ └── mock_utils │ │ │ │ │ └── mock_SealOperator.go │ │ │ └── timetick │ │ │ │ └── mock_inspector │ │ │ │ └── mock_TimeTickSyncOperator.go │ │ │ ├── mock_interceptors │ │ │ ├── mock_Interceptor.go │ │ │ ├── mock_InterceptorBuilder.go │ │ │ ├── mock_InterceptorWithMetrics.go │ │ │ └── mock_InterceptorWithReady.go │ │ │ └── mock_recovery │ │ │ └── mock_RecoveryStorage.go │ └── util │ │ ├── mock_segcore │ │ ├── mock_CSegment.go │ │ └── mock_data.go │ │ ├── searchutil │ │ └── mock_optimizers │ │ │ └── mock_QueryHook.go │ │ └── streamingutil │ │ └── service │ │ ├── mock_discoverer │ │ └── mock_Discoverer.go │ │ ├── mock_lazygrpc │ │ └── mock_Service.go │ │ └── mock_resolver │ │ ├── mock_Builder.go │ │ └── mock_Resolver.go ├── parser │ └── planparserv2 │ │ ├── Plan.g4 │ │ ├── README.md │ │ ├── check_identical.go │ │ ├── check_identical_test.go │ │ ├── convert_field_data_to_generic_value.go │ │ ├── convert_field_data_to_generic_value_test.go │ │ ├── error_listener.go │ │ ├── fill_expression_value.go │ │ ├── fill_expression_value_test.go │ │ ├── floating_comparision.go │ │ ├── floating_comparision_test.go │ │ ├── generate.go │ │ ├── generate.sh │ │ ├── generated │ │ ├── Plan.interp │ │ ├── Plan.tokens │ │ ├── PlanLexer.interp │ │ ├── PlanLexer.tokens │ │ ├── plan_base_visitor.go │ │ ├── plan_lexer.go │ │ ├── plan_parser.go │ │ └── plan_visitor.go │ │ ├── logical_expr_visitor.go │ │ ├── node_ret.go │ │ ├── operators.go │ │ ├── parser_visitor.go │ │ ├── pattern_match.go │ │ ├── pattern_match_test.go │ │ ├── plan_parser_v2.go │ │ ├── plan_parser_v2_test.go │ │ ├── pool.go │ │ ├── pool_test.go │ │ ├── show_visitor.go │ │ ├── utils.go │ │ └── utils_test.go ├── proxy │ ├── .mockery.yaml │ ├── OWNERS │ ├── accesslog │ │ ├── benchmark_test.go │ │ ├── chown.go │ │ ├── chown_linux.go │ │ ├── formater_test.go │ │ ├── formatter.go │ │ ├── global.go │ │ ├── global_test.go │ │ ├── info │ │ │ ├── grpc_info.go │ │ │ ├── grpc_info_test.go │ │ │ ├── info.go │ │ │ ├── restful_info.go │ │ │ ├── restful_info_test.go │ │ │ ├── util.go │ │ │ └── util_test.go │ │ ├── minio_handler.go │ │ ├── minio_handler_test.go │ │ ├── util.go │ │ ├── util_test.go │ │ ├── writer.go │ │ └── writer_test.go │ ├── authentication_interceptor.go │ ├── authentication_interceptor_test.go │ ├── cgo_util.go │ ├── cgo_util_test.go │ ├── channels_mgr.go │ ├── channels_mgr_test.go │ ├── channels_time_ticker.go │ ├── channels_time_ticker_test.go │ ├── condition.go │ ├── condition_test.go │ ├── connection │ │ ├── client_info.go │ │ ├── global.go │ │ ├── manager.go │ │ ├── manager_test.go │ │ ├── priority_queue.go │ │ ├── priority_queue_test.go │ │ ├── util.go │ │ └── util_test.go │ ├── count_reducer.go │ ├── count_reducer_test.go │ ├── data_coord_mock_test.go │ ├── database_interceptor.go │ ├── database_interceptor_test.go │ ├── default_limit_reducer.go │ ├── dummyreq.go │ ├── dummyreq_test.go │ ├── function_task.go │ ├── function_task_test.go │ ├── highlighter.go │ ├── hook_interceptor.go │ ├── hook_interceptor_test.go │ ├── http_req_impl.go │ ├── http_req_impl_test.go │ ├── impl.go │ ├── impl_test.go │ ├── interface_def.go │ ├── management.go │ ├── management_test.go │ ├── meta_cache.go │ ├── meta_cache_test.go │ ├── meta_cache_testonly.go │ ├── metrics_info.go │ ├── metrics_info_test.go │ ├── mock_cache.go │ ├── mock_channels_manager.go │ ├── mock_msgstream_test.go │ ├── mock_test.go │ ├── mock_tso_test.go │ ├── msg_pack.go │ ├── msg_pack_test.go │ ├── privilege │ │ ├── OWNERS │ │ ├── README.md │ │ ├── cache.go │ │ ├── cache_testonly.go │ │ ├── meta_cache_adapter.go │ │ ├── meta_cache_adapter_test.go │ │ ├── mock_cache.go │ │ ├── model.go │ │ ├── result_cache.go │ │ └── result_cache_test.go │ ├── privilege_interceptor.go │ ├── privilege_interceptor_test.go │ ├── proxy.go │ ├── proxy_rpc_test.go │ ├── proxy_test.go │ ├── rate_limit_interceptor.go │ ├── rate_limit_interceptor_test.go │ ├── reducer.go │ ├── reducer_test.go │ ├── repack_func.go │ ├── repack_func_test.go │ ├── replicate │ │ ├── replicate_stream_server.go │ │ └── replicate_stream_server_test.go │ ├── rootcoord_mock_test.go │ ├── rpc_msg.go │ ├── search_pipeline.go │ ├── search_pipeline_test.go │ ├── search_reduce_util.go │ ├── search_reduce_util_test.go │ ├── search_util.go │ ├── service_provider.go │ ├── service_provider_test.go │ ├── shardclient │ │ ├── OWNERS │ │ ├── README.md │ │ ├── lb_balancer.go │ │ ├── lb_policy.go │ │ ├── lb_policy_test.go │ │ ├── look_aside_balancer.go │ │ ├── look_aside_balancer_test.go │ │ ├── manager.go │ │ ├── mock_lb_balancer.go │ │ ├── mock_lb_policy.go │ │ ├── mock_shardclient_manager.go │ │ ├── model.go │ │ ├── roundrobin_balancer.go │ │ ├── roundrobin_balancer_test.go │ │ ├── shard_client.go │ │ └── shard_client_test.go │ ├── simple_rate_limiter.go │ ├── simple_rate_limiter_test.go │ ├── task.go │ ├── task_alias.go │ ├── task_alias_test.go │ ├── task_database.go │ ├── task_database_test.go │ ├── task_delete.go │ ├── task_delete_streaming.go │ ├── task_delete_test.go │ ├── task_flush.go │ ├── task_flush_all.go │ ├── task_flush_all_streaming.go │ ├── task_flush_all_streaming_test.go │ ├── task_flush_all_test.go │ ├── task_flush_streaming.go │ ├── task_import.go │ ├── task_index.go │ ├── task_index_test.go │ ├── task_insert.go │ ├── task_insert_streaming.go │ ├── task_insert_test.go │ ├── task_policies.go │ ├── task_policies_test.go │ ├── task_query.go │ ├── task_query_namespace_test.go │ ├── task_query_test.go │ ├── task_scheduler.go │ ├── task_scheduler_test.go │ ├── task_search.go │ ├── task_search_namespace_test.go │ ├── task_search_test.go │ ├── task_statistic.go │ ├── task_statistic_test.go │ ├── task_test.go │ ├── task_upsert.go │ ├── task_upsert_streaming.go │ ├── task_upsert_test.go │ ├── task_validator.go │ ├── task_validator_test.go │ ├── timestamp.go │ ├── timestamp_test.go │ ├── trace_log_interceptor.go │ ├── trace_log_interceptor_test.go │ ├── type_def.go │ ├── util.go │ ├── util_test.go │ ├── validate_util.go │ └── validate_util_test.go ├── querycoordv2 │ ├── .mockery.yaml │ ├── OWNERS │ ├── api_testonly.go │ ├── balance │ │ ├── OWNERS │ │ ├── balance.go │ │ ├── balance_test.go │ │ ├── channel_level_score_balancer.go │ │ ├── channel_level_score_balancer_test.go │ │ ├── mock_balancer.go │ │ ├── multi_target_balance.go │ │ ├── multi_target_balancer_test.go │ │ ├── priority_queue.go │ │ ├── priority_queue_test.go │ │ ├── report.go │ │ ├── rowcount_based_balancer.go │ │ ├── rowcount_based_balancer_test.go │ │ ├── score_based_balancer.go │ │ ├── score_based_balancer_test.go │ │ ├── streaming_query_node_channel_helper.go │ │ ├── streaming_query_node_channel_helper_test.go │ │ └── utils.go │ ├── checkers │ │ ├── OWNERS │ │ ├── balance_checker.go │ │ ├── balance_checker_test.go │ │ ├── channel_checker.go │ │ ├── channel_checker_test.go │ │ ├── checker.go │ │ ├── controller.go │ │ ├── controller_base_test.go │ │ ├── controller_test.go │ │ ├── index_checker.go │ │ ├── index_checker_test.go │ │ ├── leader_checker.go │ │ ├── leader_checker_test.go │ │ ├── segment_checker.go │ │ └── segment_checker_test.go │ ├── ddl_callbacks.go │ ├── ddl_callbacks_alter_load_info.go │ ├── ddl_callbacks_alter_load_info_load_collection.go │ ├── ddl_callbacks_alter_load_info_load_partitions.go │ ├── ddl_callbacks_alter_load_info_release_partitions.go │ ├── ddl_callbacks_alter_load_info_transfer_replica.go │ ├── ddl_callbacks_alter_resource_group.go │ ├── ddl_callbacks_drop_load_info.go │ ├── ddl_callbacks_drop_resource_group.go │ ├── ddl_callbacks_load_info_test.go │ ├── dist │ │ ├── OWNERS │ │ ├── dist_controller.go │ │ ├── dist_controller_test.go │ │ ├── dist_handler.go │ │ ├── dist_handler_test.go │ │ └── mock_controller.go │ ├── handlers.go │ ├── handlers_test.go │ ├── job │ │ ├── OWNERS │ │ ├── job.go │ │ ├── job_load.go │ │ ├── job_release.go │ │ ├── job_sync.go │ │ ├── job_update.go │ │ ├── load_config.go │ │ ├── scheduler.go │ │ ├── undo.go │ │ └── utils.go │ ├── meta │ │ ├── OWNERS │ │ ├── channel_dist_manager.go │ │ ├── channel_dist_manager_test.go │ │ ├── collection_manager.go │ │ ├── collection_manager_test.go │ │ ├── collection_operator.go │ │ ├── constant.go │ │ ├── coordinator_broker.go │ │ ├── coordinator_broker_test.go │ │ ├── dist_manager.go │ │ ├── dist_manager_test.go │ │ ├── failed_load_cache.go │ │ ├── failed_load_cache_test.go │ │ ├── meta.go │ │ ├── mock_broker.go │ │ ├── mock_replica.go │ │ ├── mock_target_manager.go │ │ ├── replica.go │ │ ├── replica_manager.go │ │ ├── replica_manager_helper.go │ │ ├── replica_manager_helper_test.go │ │ ├── replica_manager_test.go │ │ ├── replica_test.go │ │ ├── resource_group.go │ │ ├── resource_group_test.go │ │ ├── resource_manager.go │ │ ├── resource_manager_test.go │ │ ├── segment_dist_manager.go │ │ ├── segment_dist_manager_test.go │ │ ├── target.go │ │ ├── target_manager.go │ │ └── target_manager_test.go │ ├── mocks │ │ ├── mock_querynode.go │ │ └── querynode.go │ ├── observers │ │ ├── OWNERS │ │ ├── collection_observer.go │ │ ├── collection_observer_test.go │ │ ├── file_resource_observer.go │ │ ├── file_resource_observer_test.go │ │ ├── leader_cache_observer.go │ │ ├── leader_cache_observer_test.go │ │ ├── replica_observer.go │ │ ├── replica_observer_test.go │ │ ├── resource_observer.go │ │ ├── resource_observer_test.go │ │ ├── target_observer.go │ │ ├── target_observer_test.go │ │ ├── task_dispatcher.go │ │ └── task_dispatcher_test.go │ ├── ops_service_test.go │ ├── ops_services.go │ ├── params │ │ ├── OWNERS │ │ └── params.go │ ├── server.go │ ├── server_test.go │ ├── services.go │ ├── services_test.go │ ├── session │ │ ├── OWNERS │ │ ├── cluster.go │ │ ├── cluster_test.go │ │ ├── mock_cluster.go │ │ ├── node_manager.go │ │ ├── node_manager_test.go │ │ └── stats.go │ ├── task │ │ ├── OWNERS │ │ ├── action.go │ │ ├── executor.go │ │ ├── mock_scheduler.go │ │ ├── scheduler.go │ │ ├── task.go │ │ ├── task_test.go │ │ ├── utils.go │ │ └── utils_test.go │ └── utils │ │ ├── OWNERS │ │ ├── checker.go │ │ ├── meta.go │ │ ├── meta_test.go │ │ ├── test.go │ │ ├── types.go │ │ ├── types_test.go │ │ ├── util.go │ │ └── util_test.go ├── querynodev2 │ ├── .mockery.yaml │ ├── OWNERS │ ├── cluster │ │ ├── OWNERS │ │ ├── manager.go │ │ ├── manager_test.go │ │ ├── mock_manager.go │ │ ├── mock_worker.go │ │ ├── worker.go │ │ └── worker_test.go │ ├── collector │ │ ├── OWNERS │ │ ├── average.go │ │ ├── average_test.go │ │ ├── collector.go │ │ ├── counter.go │ │ └── counter_test.go │ ├── delegator │ │ ├── OWNERS │ │ ├── buffered_forwarder.go │ │ ├── buffered_forwarder_test.go │ │ ├── delegator.go │ │ ├── delegator_data.go │ │ ├── delegator_data_test.go │ │ ├── delegator_test.go │ │ ├── deletebuffer │ │ │ ├── delete_buffer.go │ │ │ ├── delete_buffer_test.go │ │ │ ├── delete_item.go │ │ │ ├── delete_item_test.go │ │ │ ├── list_delete_buffer.go │ │ │ ├── list_delete_buffer_test.go │ │ │ └── skiplist_buffer.go │ │ ├── delta_forward.go │ │ ├── delta_forward_test.go │ │ ├── distribution.go │ │ ├── distribution_test.go │ │ ├── exclude_info.go │ │ ├── exclude_info_test.go │ │ ├── idf_oracle.go │ │ ├── idf_oracle_test.go │ │ ├── mock_delegator.go │ │ ├── scalar_pruner.go │ │ ├── segment_pruner.go │ │ ├── segment_pruner_test.go │ │ ├── snapshot.go │ │ ├── snapshot_test.go │ │ ├── types.go │ │ ├── util.go │ │ └── util_test.go │ ├── handlers.go │ ├── handlers_test.go │ ├── local_worker.go │ ├── local_worker_test.go │ ├── metrics_info.go │ ├── metrics_info_test.go │ ├── mock_data.go │ ├── pipeline │ │ ├── OWNERS │ │ ├── delete_node.go │ │ ├── delete_node_test.go │ │ ├── embedding_node.go │ │ ├── embedding_node_test.go │ │ ├── filter_node.go │ │ ├── filter_node_test.go │ │ ├── filter_policy.go │ │ ├── insert_node.go │ │ ├── insert_node_test.go │ │ ├── manager.go │ │ ├── manager_test.go │ │ ├── message.go │ │ ├── mock_data.go │ │ ├── pipeline.go │ │ ├── pipeline_test.go │ │ └── type.go │ ├── pkoracle │ │ ├── OWNERS │ │ ├── bloom_filter_set.go │ │ ├── bloom_filter_set_test.go │ │ ├── candidate.go │ │ ├── key.go │ │ ├── pk_oracle.go │ │ └── pk_oracle_test.go │ ├── segments │ │ ├── OWNERS │ │ ├── cgo_util.go │ │ ├── collection.go │ │ ├── collection_test.go │ │ ├── count_reducer.go │ │ ├── count_reducer_test.go │ │ ├── default_limit_reducer.go │ │ ├── disk_usage_fetcher.go │ │ ├── index_attr_cache.go │ │ ├── index_attr_cache_test.go │ │ ├── load_index_info.go │ │ ├── manager.go │ │ ├── manager_test.go │ │ ├── metricsutil │ │ │ ├── observer.go │ │ │ ├── observer_test.go │ │ │ ├── record.go │ │ │ └── record_test.go │ │ ├── mock_collection_manager.go │ │ ├── mock_loader.go │ │ ├── mock_segment.go │ │ ├── mock_segment_manager.go │ │ ├── pool.go │ │ ├── pool_test.go │ │ ├── reducer.go │ │ ├── reducer_test.go │ │ ├── result.go │ │ ├── result_sorter.go │ │ ├── result_test.go │ │ ├── retrieve.go │ │ ├── retrieve_test.go │ │ ├── search.go │ │ ├── search_reduce.go │ │ ├── search_reduce_test.go │ │ ├── search_test.go │ │ ├── segcore.go │ │ ├── segment.go │ │ ├── segment_do.go │ │ ├── segment_filter.go │ │ ├── segment_interface.go │ │ ├── segment_l0.go │ │ ├── segment_loader.go │ │ ├── segment_loader_test.go │ │ ├── segment_test.go │ │ ├── state │ │ │ ├── load_state_lock.go │ │ │ ├── load_state_lock_guard.go │ │ │ └── load_state_lock_test.go │ │ ├── statistics.go │ │ ├── trace.go │ │ ├── utils.go │ │ ├── utils_test.go │ │ └── validate.go │ ├── server.go │ ├── server_test.go │ ├── services.go │ ├── services_test.go │ └── tasks │ │ ├── OWNERS │ │ ├── query_stream_task.go │ │ ├── query_task.go │ │ ├── search_task.go │ │ └── search_task_test.go ├── registry │ └── in_mem_resolver.go ├── rootcoord │ ├── OWNERS │ ├── alter_collection_task.go │ ├── broker.go │ ├── broker_test.go │ ├── constrant.go │ ├── constrant_test.go │ ├── create_collection_task.go │ ├── create_collection_task_test.go │ ├── ddl_callbacks.go │ ├── ddl_callbacks_alias_test.go │ ├── ddl_callbacks_alter_alias.go │ ├── ddl_callbacks_alter_collection_add_field.go │ ├── ddl_callbacks_alter_collection_add_field_test.go │ ├── ddl_callbacks_alter_collection_field.go │ ├── ddl_callbacks_alter_collection_field_test.go │ ├── ddl_callbacks_alter_collection_name.go │ ├── ddl_callbacks_alter_collection_name_test.go │ ├── ddl_callbacks_alter_collection_properties.go │ ├── ddl_callbacks_alter_collection_properties_test.go │ ├── ddl_callbacks_alter_database.go │ ├── ddl_callbacks_alter_database_test.go │ ├── ddl_callbacks_collection_function.go │ ├── ddl_callbacks_collection_function_test.go │ ├── ddl_callbacks_collection_test.go │ ├── ddl_callbacks_create_collection.go │ ├── ddl_callbacks_create_database.go │ ├── ddl_callbacks_create_partition.go │ ├── ddl_callbacks_database_test.go │ ├── ddl_callbacks_drop_alias.go │ ├── ddl_callbacks_drop_collection.go │ ├── ddl_callbacks_drop_database.go │ ├── ddl_callbacks_drop_partition.go │ ├── ddl_callbacks_rbac_credential.go │ ├── ddl_callbacks_rbac_credential_test.go │ ├── ddl_callbacks_rbac_privilege.go │ ├── ddl_callbacks_rbac_privilege_test.go │ ├── ddl_callbacks_rbac_restore.go │ ├── ddl_callbacks_rbac_restore_test.go │ ├── ddl_callbacks_rbac_role.go │ ├── ddl_callbacks_rbac_role_test.go │ ├── ddl_callbacks_truncate_collection.go │ ├── ddl_ts_lock_manager.go │ ├── ddl_ts_lock_manager_test.go │ ├── describe_collection_task.go │ ├── describe_collection_task_test.go │ ├── describe_db_task.go │ ├── describe_db_task_test.go │ ├── dml_channels.go │ ├── dml_channels_test.go │ ├── drop_collection_task.go │ ├── drop_collection_task_test.go │ ├── expire_cache.go │ ├── expire_cache_test.go │ ├── field_id.go │ ├── has_collection_task.go │ ├── has_collection_task_test.go │ ├── has_partition_task.go │ ├── has_partition_task_test.go │ ├── list_db_task.go │ ├── list_db_task_test.go │ ├── meta_rbac.go │ ├── meta_table.go │ ├── meta_table_test.go │ ├── metrics_info.go │ ├── mock_test.go │ ├── mocks │ │ └── meta_table.go │ ├── name_db.go │ ├── quota_center.go │ ├── quota_center_test.go │ ├── rbac_task.go │ ├── root_coord.go │ ├── root_coord_test.go │ ├── scheduler.go │ ├── scheduler_test.go │ ├── show_collection_task.go │ ├── show_collection_task_test.go │ ├── show_partition_task.go │ ├── show_partition_task_test.go │ ├── task.go │ ├── task_test.go │ ├── timestamp_bench_test.go │ ├── timeticksync.go │ ├── timeticksync_test.go │ ├── tombstone │ │ ├── scheduler.go │ │ ├── scheduler_test.go │ │ └── tombstone.go │ ├── util.go │ └── util_test.go ├── storage │ ├── OWNERS │ ├── arrow_util.go │ ├── arrow_util_test.go │ ├── azure_object_storage.go │ ├── azure_object_storage_test.go │ ├── binlog_reader.go │ ├── binlog_record_writer.go │ ├── binlog_test.go │ ├── binlog_util.go │ ├── binlog_util_test.go │ ├── binlog_writer.go │ ├── binlog_writer_test.go │ ├── compress │ │ └── zstd.go │ ├── data_codec.go │ ├── data_codec_test.go │ ├── data_sorter.go │ ├── data_sorter_test.go │ ├── delta_data.go │ ├── delta_data_test.go │ ├── event_data.go │ ├── event_header.go │ ├── event_reader.go │ ├── event_test.go │ ├── event_writer.go │ ├── event_writer_test.go │ ├── factory.go │ ├── field_stats.go │ ├── field_stats_test.go │ ├── field_value.go │ ├── field_value_test.go │ ├── gcp_native_object_storage.go │ ├── gcp_native_object_storage_test.go │ ├── index_data_codec.go │ ├── index_data_codec_test.go │ ├── insert_data.go │ ├── insert_data_test.go │ ├── local_chunk_manager.go │ ├── local_chunk_manager_test.go │ ├── minio_object_storage.go │ ├── minio_object_storage_test.go │ ├── partition_stats.go │ ├── partition_stats_test.go │ ├── payload.go │ ├── payload_reader.go │ ├── payload_reader_test.go │ ├── payload_test.go │ ├── payload_writer.go │ ├── payload_writer_test.go │ ├── pk_statistics.go │ ├── primary_key.go │ ├── primary_key_test.go │ ├── primary_keys.go │ ├── primary_keys_test.go │ ├── print_binlog.go │ ├── print_binlog_test.go │ ├── record_reader.go │ ├── record_writer.go │ ├── remote_chunk_manager.go │ ├── remote_chunk_manager_test.go │ ├── rw.go │ ├── rw_test.go │ ├── schema.go │ ├── schema_test.go │ ├── serde.go │ ├── serde_delta.go │ ├── serde_delta_test.go │ ├── serde_events.go │ ├── serde_events_test.go │ ├── serde_events_v2.go │ ├── serde_events_v2_test.go │ ├── serde_test.go │ ├── sort.go │ ├── sort_test.go │ ├── stats.go │ ├── stats_collector.go │ ├── stats_collector_test.go │ ├── stats_test.go │ ├── storage_test.go │ ├── types.go │ ├── unsafe.go │ ├── unsafe_test.go │ ├── utils.go │ └── utils_test.go ├── storagecommon │ ├── column_group_splitter.go │ ├── split_policy.go │ └── split_policy_test.go ├── storagev2 │ ├── OWNERS │ └── packed │ │ ├── arrow │ │ └── c │ │ │ ├── abi.h │ │ │ └── helpers.h │ │ ├── constant.go │ │ ├── ffi_common.go │ │ ├── packed_reader.go │ │ ├── packed_reader_ffi.go │ │ ├── packed_test.go │ │ ├── packed_writer.go │ │ ├── packed_writer_ffi.go │ │ ├── type.go │ │ └── util.go ├── streamingcoord │ ├── OWNERS │ ├── client │ │ ├── assignment │ │ │ ├── assignment_impl.go │ │ │ ├── assignment_test.go │ │ │ ├── discoverer.go │ │ │ └── watcher.go │ │ ├── broadcast │ │ │ ├── broadcast_impl.go │ │ │ └── broadcast_test.go │ │ ├── client.go │ │ ├── client_impl.go │ │ └── client_test.go │ └── server │ │ ├── balancer │ │ ├── balance │ │ │ ├── singleton.go │ │ │ └── test_utility.go │ │ ├── balancer.go │ │ ├── balancer_impl.go │ │ ├── balancer_test.go │ │ ├── channel │ │ │ ├── manager.go │ │ │ ├── manager_test.go │ │ │ ├── metrics.go │ │ │ ├── pchannel.go │ │ │ ├── pchannel_stats.go │ │ │ ├── pchannel_test.go │ │ │ ├── pchannel_view.go │ │ │ ├── pchannel_view_test.go │ │ │ └── test_utility.go │ │ ├── policy │ │ │ ├── init.go │ │ │ └── vchannelfair │ │ │ │ ├── builder.go │ │ │ │ ├── expected_layout.go │ │ │ │ ├── pchannel_affinity.go │ │ │ │ ├── pchannel_count_fair_test.go │ │ │ │ ├── vchannel_fair_policy.go │ │ │ │ └── vchannel_fair_policy_test.go │ │ ├── policy_registry.go │ │ └── request.go │ │ ├── broadcaster │ │ ├── ack_callback_scheduler.go │ │ ├── broadcast │ │ │ ├── singleton.go │ │ │ └── test_utility.go │ │ ├── broadcast_manager.go │ │ ├── broadcast_scheduler.go │ │ ├── broadcast_task.go │ │ ├── broadcaster.go │ │ ├── broadcaster_test.go │ │ ├── broadcaster_with_rk.go │ │ ├── metrics.go │ │ ├── pending_broadcast_task.go │ │ ├── registry │ │ │ ├── ack_message_callback.go │ │ │ ├── ack_message_callback_test.go │ │ │ ├── check_message_callback.go │ │ │ ├── check_message_callback_test.go │ │ │ ├── specialized_callback.go │ │ │ └── test_utility.go │ │ ├── resource_key_locker.go │ │ ├── resource_key_locker_test.go │ │ └── tombstone_scheduler.go │ │ ├── builder.go │ │ ├── resource │ │ ├── resource.go │ │ ├── resource_test.go │ │ └── test_utility.go │ │ ├── server.go │ │ ├── service │ │ ├── assignment.go │ │ ├── assignment_test.go │ │ ├── broadcast.go │ │ ├── broadcast_test.go │ │ └── discover │ │ │ ├── discover_grpc_server_helper.go │ │ │ ├── discover_server.go │ │ │ └── discover_server_test.go │ │ └── service_test.go ├── streamingnode │ ├── OWNERS │ ├── client │ │ ├── handler │ │ │ ├── assignment │ │ │ │ ├── watcher.go │ │ │ │ ├── watcher_impl.go │ │ │ │ └── watcher_test.go │ │ │ ├── consumer │ │ │ │ ├── consumer.go │ │ │ │ ├── consumer_impl.go │ │ │ │ └── consumer_test.go │ │ │ ├── handler_client.go │ │ │ ├── handler_client_impl.go │ │ │ ├── handler_client_test.go │ │ │ ├── producer │ │ │ │ ├── produce_grpc_client.go │ │ │ │ ├── producer.go │ │ │ │ ├── producer_impl.go │ │ │ │ └── producer_test.go │ │ │ └── registry │ │ │ │ ├── is_local.go │ │ │ │ ├── test_utility.go │ │ │ │ ├── wal_manager.go │ │ │ │ └── wal_manager_test.go │ │ └── manager │ │ │ ├── manager_client.go │ │ │ ├── manager_client_impl.go │ │ │ └── manager_test.go │ └── server │ │ ├── builder.go │ │ ├── flusher │ │ └── flusherimpl │ │ │ ├── data_service_wrapper.go │ │ │ ├── flusher_components.go │ │ │ ├── metrics.go │ │ │ ├── msg_handler_impl.go │ │ │ ├── msg_handler_impl_test.go │ │ │ ├── pool.go │ │ │ ├── schema_manager.go │ │ │ ├── util.go │ │ │ ├── wal_flusher.go │ │ │ └── wal_flusher_test.go │ │ ├── resource │ │ ├── resource.go │ │ ├── resource_test.go │ │ └── test_utility.go │ │ ├── server.go │ │ ├── service │ │ ├── handler.go │ │ ├── handler │ │ │ ├── consumer │ │ │ │ ├── consume_grpc_server_helper.go │ │ │ │ ├── consume_server.go │ │ │ │ ├── consume_server_test.go │ │ │ │ └── metrics.go │ │ │ └── producer │ │ │ │ ├── metrics.go │ │ │ │ ├── produce_grpc_server_helper.go │ │ │ │ ├── produce_server.go │ │ │ │ └── produce_server_test.go │ │ └── manager.go │ │ ├── wal │ │ ├── README.md │ │ ├── adaptor │ │ │ ├── builder.go │ │ │ ├── initializing.go │ │ │ ├── old_version_message.go │ │ │ ├── old_version_message_test.go │ │ │ ├── opener.go │ │ │ ├── opener_test.go │ │ │ ├── recovery_stream.go │ │ │ ├── ro_wal_adaptor.go │ │ │ ├── scanner_adaptor.go │ │ │ ├── scanner_adaptor_test.go │ │ │ ├── scanner_registry.go │ │ │ ├── scanner_switchable.go │ │ │ ├── wal_adaptor.go │ │ │ └── wal_test.go │ │ ├── builder.go │ │ ├── interceptors │ │ │ ├── chain_interceptor.go │ │ │ ├── chain_interceptor_test.go │ │ │ ├── interceptor.go │ │ │ ├── lock │ │ │ │ ├── builder.go │ │ │ │ └── lock_interceptor.go │ │ │ ├── redo │ │ │ │ ├── builder.go │ │ │ │ └── redo_interceptor.go │ │ │ ├── replicate │ │ │ │ ├── builder.go │ │ │ │ ├── replicate_interceptor.go │ │ │ │ ├── replicate_interceptor_test.go │ │ │ │ └── replicates │ │ │ │ │ ├── impl.go │ │ │ │ │ ├── manager.go │ │ │ │ │ ├── manager_test.go │ │ │ │ │ ├── secondary_state.go │ │ │ │ │ └── txn.go │ │ │ ├── shard │ │ │ │ ├── builder.go │ │ │ │ ├── policy │ │ │ │ │ ├── seal_policy.go │ │ │ │ │ └── seal_policy_test.go │ │ │ │ ├── shard_interceptor.go │ │ │ │ ├── shard_interceptor_test.go │ │ │ │ ├── shards │ │ │ │ │ ├── partition_manager.go │ │ │ │ │ ├── partition_manager_test.go │ │ │ │ │ ├── segment_alloc_worker.go │ │ │ │ │ ├── segment_flush_worker.go │ │ │ │ │ ├── segment_limitation_policy.go │ │ │ │ │ ├── segment_manager.go │ │ │ │ │ ├── segment_manager_test.go │ │ │ │ │ ├── shard_manager.go │ │ │ │ │ ├── shard_manager_collection.go │ │ │ │ │ ├── shard_manager_interface.go │ │ │ │ │ ├── shard_manager_partition.go │ │ │ │ │ ├── shard_manager_segment.go │ │ │ │ │ ├── shard_manager_test.go │ │ │ │ │ └── util.go │ │ │ │ ├── stats │ │ │ │ │ ├── aggregated_metrics.go │ │ │ │ │ ├── aggregated_metrics_test.go │ │ │ │ │ ├── config.go │ │ │ │ │ ├── config_test.go │ │ │ │ │ ├── metrics.go │ │ │ │ │ ├── stats_manager.go │ │ │ │ │ ├── stats_manager_test.go │ │ │ │ │ └── stats_seal_worker.go │ │ │ │ └── utils │ │ │ │ │ ├── operator.go │ │ │ │ │ ├── stats.go │ │ │ │ │ └── stats_test.go │ │ │ ├── timetick │ │ │ │ ├── ack │ │ │ │ │ ├── ack.go │ │ │ │ │ ├── ack_details.go │ │ │ │ │ ├── ack_details_test.go │ │ │ │ │ ├── ack_test.go │ │ │ │ │ ├── detail.go │ │ │ │ │ ├── detail_test.go │ │ │ │ │ ├── last_confirmed.go │ │ │ │ │ └── manager.go │ │ │ │ ├── builder.go │ │ │ │ ├── inspector │ │ │ │ │ ├── impls.go │ │ │ │ │ ├── inspector.go │ │ │ │ │ ├── inspector_test.go │ │ │ │ │ ├── notifier.go │ │ │ │ │ └── notifier_test.go │ │ │ │ ├── mvcc │ │ │ │ │ ├── mvcc_manager.go │ │ │ │ │ └── mvcc_manager_test.go │ │ │ │ ├── timetick_interceptor.go │ │ │ │ ├── timetick_message.go │ │ │ │ ├── timetick_message_test.go │ │ │ │ ├── timetick_sync_operator.go │ │ │ │ └── timetick_sync_operator_test.go │ │ │ ├── txn │ │ │ │ ├── session.go │ │ │ │ ├── session_test.go │ │ │ │ └── txn_manager.go │ │ │ └── wab │ │ │ │ ├── pending_queue.go │ │ │ │ ├── pending_queue_test.go │ │ │ │ ├── reader.go │ │ │ │ ├── write_ahead_buffer.go │ │ │ │ └── write_ahead_buffer_test.go │ │ ├── metricsutil │ │ │ ├── append.go │ │ │ ├── segment.go │ │ │ ├── timetick.go │ │ │ ├── txn.go │ │ │ ├── wab.go │ │ │ ├── wal_scan.go │ │ │ └── wal_write.go │ │ ├── recovery │ │ │ ├── config.go │ │ │ ├── config_test.go │ │ │ ├── metrics.go │ │ │ ├── recovery_background_task.go │ │ │ ├── recovery_persisted.go │ │ │ ├── recovery_persisted_test.go │ │ │ ├── recovery_storage.go │ │ │ ├── recovery_storage_impl.go │ │ │ ├── recovery_storage_test.go │ │ │ ├── recovery_stream.go │ │ │ ├── replicate_checkpoint_test.go │ │ │ ├── segment_recovery_info.go │ │ │ ├── segment_recovery_info_test.go │ │ │ ├── vchannel_recovery_info.go │ │ │ └── vchannel_recovery_info_test.go │ │ ├── registry │ │ │ └── registry.go │ │ ├── scanner.go │ │ ├── utility │ │ │ ├── checkpoint.go │ │ │ ├── checkpoint_test.go │ │ │ ├── context.go │ │ │ ├── context_test.go │ │ │ ├── message_heap.go │ │ │ ├── message_heap_test.go │ │ │ ├── pending_queue.go │ │ │ ├── pending_queue_test.go │ │ │ ├── reorder_buffer.go │ │ │ ├── reorder_buffer_test.go │ │ │ ├── txn_buffer.go │ │ │ └── txn_buffer_test.go │ │ ├── vchantempstore │ │ │ ├── vchannel_temp_storage.go │ │ │ └── vchannel_temp_storage_test.go │ │ └── wal.go │ │ └── walmanager │ │ ├── manager.go │ │ ├── manager_impl.go │ │ ├── manager_impl_test.go │ │ ├── wal_lifetime.go │ │ ├── wal_lifetime_test.go │ │ ├── wal_state.go │ │ ├── wal_state_pair.go │ │ ├── wal_state_pair_test.go │ │ └── wal_state_test.go ├── tso │ ├── OWNERS │ ├── global_allocator.go │ ├── global_allocator_test.go │ ├── mock_global_allocator.go │ ├── mocks │ │ └── allocator.go │ └── tso.go ├── types │ ├── OWNERS │ └── types.go └── util │ ├── analyzecgowrapper │ ├── analyze.go │ └── helper.go │ ├── analyzer │ ├── analyzer.go │ ├── canalyzer │ │ ├── c_analyzer.go │ │ ├── c_analyzer_factory.go │ │ ├── c_analyzer_test.go │ │ ├── c_token_stream.go │ │ └── helper.go │ └── interfaces │ │ └── interfaces.go │ ├── bloomfilter │ ├── bloom_filter.go │ └── bloom_filter_test.go │ ├── cgo │ ├── errors.go │ ├── executor.go │ ├── futures.go │ ├── futures_test.go │ ├── futures_test_case.go │ ├── manager_active.go │ ├── options.go │ ├── pool.go │ └── state.go │ ├── cgoconverter │ ├── bytes_converter.go │ ├── bytes_converter_test.go │ └── test_utils.go │ ├── clustering │ └── clustering.go │ ├── componentutil │ ├── component_service.go │ ├── component_service_test.go │ ├── componentutil.go │ └── componentutil_test.go │ ├── credentials │ └── credentials.go │ ├── dependency │ ├── factory.go │ ├── factory_test.go │ ├── kv │ │ └── kv_client_handler.go │ └── mock_factory.go │ ├── exprutil │ ├── expr_checker.go │ └── expr_checker_test.go │ ├── fileresource │ ├── manager.go │ ├── manager_test.go │ └── util.go │ ├── flowgraph │ ├── flow_graph.go │ ├── flow_graph_test.go │ ├── input_node.go │ ├── input_node_test.go │ ├── message.go │ ├── message_test.go │ ├── node.go │ ├── node_test.go │ └── type_def.go │ ├── function │ ├── bm25_function.go │ ├── bm25_function_test.go │ ├── embedding │ │ ├── ali_embedding_provider.go │ │ ├── alitext_embedding_provider_test.go │ │ ├── bedrock_embedding_provider.go │ │ ├── bedrock_text_embedding_provider_test.go │ │ ├── cohere_embedding_provider.go │ │ ├── cohere_embedding_provider_test.go │ │ ├── function_base.go │ │ ├── function_executor.go │ │ ├── function_executor_test.go │ │ ├── function_util.go │ │ ├── mock_embedding_service.go │ │ ├── openai_embedding_provider.go │ │ ├── openai_text_embedding_provider_test.go │ │ ├── siliconflow_embedding_provider.go │ │ ├── siliconflow_embedding_provider_test.go │ │ ├── tei_embedding_provider.go │ │ ├── tei_embedding_provider_test.go │ │ ├── text_embedding_function.go │ │ ├── text_embedding_function_test.go │ │ ├── vertexai_embedding_provider.go │ │ ├── vertexai_embedding_provider_test.go │ │ ├── voyageai_embedding_provider.go │ │ ├── voyageai_embedding_provider_test.go │ │ ├── zilliz_embedding_provider.go │ │ └── zilliz_embedding_provider_test.go │ ├── function.go │ ├── mock_function.go │ ├── models │ │ ├── ali │ │ │ ├── ali_dashscope_client.go │ │ │ └── ali_dashscope_client_test.go │ │ ├── cohere │ │ │ ├── cohere_client.go │ │ │ └── cohere_client_test.go │ │ ├── common.go │ │ ├── common_test.go │ │ ├── openai │ │ │ ├── openai_client.go │ │ │ └── openai_client_test.go │ │ ├── siliconflow │ │ │ ├── siliconflow_client.go │ │ │ └── siliconflow_client_test.go │ │ ├── tei │ │ │ ├── tei.go │ │ │ └── tei_test.go │ │ ├── vertexai │ │ │ ├── vertexai_client.go │ │ │ └── vertexai_client_test.go │ │ ├── vllm │ │ │ ├── vllm_client.go │ │ │ └── vllm_client_test.go │ │ ├── voyageai │ │ │ ├── voyageai_client.go │ │ │ └── voyageai_client_test.go │ │ └── zilliz │ │ │ ├── zilliz_client.go │ │ │ └── zilliz_client_test.go │ ├── multi_analyzer_bm25_function.go │ ├── multi_analyzer_bm25_function_test.go │ └── rerank │ │ ├── ali_rerank_provider.go │ │ ├── cohere_rerank_provider.go │ │ ├── decay_function.go │ │ ├── decay_function_test.go │ │ ├── function_score.go │ │ ├── function_score_test.go │ │ ├── model_function.go │ │ ├── model_function_test.go │ │ ├── rerank_base.go │ │ ├── rrf_function.go │ │ ├── rrf_function_test.go │ │ ├── siliconflow_rerank_provider.go │ │ ├── tei_rerank_provider.go │ │ ├── util.go │ │ ├── util_test.go │ │ ├── vllm_rerank_provider.go │ │ ├── voyageai_rerank_provider.go │ │ ├── weighted_function.go │ │ ├── weighted_function_test.go │ │ ├── zilliz_rerank_provider.go │ │ └── zilliz_rerank_provider_test.go │ ├── funcutil │ ├── count_util.go │ └── count_util_test.go │ ├── grpcclient │ ├── client.go │ ├── client_test.go │ ├── errors.go │ ├── grpc_encoder.go │ ├── grpc_encoder_test.go │ ├── local_grpc_client.go │ └── local_grpc_client_test.go │ ├── hookutil │ ├── cipher.go │ ├── cipher_test.go │ ├── constant.go │ ├── default.go │ ├── hook.go │ ├── hook_test.go │ ├── mock_hook.go │ └── mutex.go │ ├── idalloc │ ├── allocator.go │ ├── allocator_test.go │ ├── basic_allocator.go │ ├── basic_allocator_test.go │ ├── mallocator.go │ └── test_mock_root_coord_client.go │ ├── importutilv2 │ ├── binlog │ │ ├── filter.go │ │ ├── l0_reader.go │ │ ├── l0_reader_test.go │ │ ├── reader.go │ │ ├── reader_test.go │ │ └── util.go │ ├── common │ │ ├── util.go │ │ └── util_test.go │ ├── csv │ │ ├── reader.go │ │ ├── reader_test.go │ │ ├── row_parser.go │ │ └── row_parser_test.go │ ├── json │ │ ├── reader.go │ │ ├── reader_test.go │ │ ├── row_parser.go │ │ └── row_parser_test.go │ ├── mock_reader.go │ ├── numpy │ │ ├── field_reader.go │ │ ├── field_reader_test.go │ │ ├── reader.go │ │ ├── reader_test.go │ │ └── util.go │ ├── option.go │ ├── option_test.go │ ├── parquet │ │ ├── field_reader.go │ │ ├── field_reader_test.go │ │ ├── reader.go │ │ ├── reader_test.go │ │ ├── struct_field_reader.go │ │ └── util.go │ ├── reader.go │ ├── reader_test.go │ └── util.go │ ├── indexcgowrapper │ ├── codec_index_test.go │ ├── dataset.go │ ├── helper.go │ ├── index.go │ ├── index_bench.go │ └── index_test.go │ ├── indexparamcheck │ ├── auto_index_checker.go │ ├── base_checker.go │ ├── base_checker_test.go │ ├── bin_flat_checker_test.go │ ├── bin_ivf_flat_checker_test.go │ ├── binary_vector_base_checker_test.go │ ├── bitmap_checker_test.go │ ├── bitmap_index_checker.go │ ├── cagra_checker_test.go │ ├── conf_adapter_mgr.go │ ├── conf_adapter_mgr_test.go │ ├── constraints.go │ ├── diskann_checker_test.go │ ├── flat_checker_test.go │ ├── float_vector_base_checker_test.go │ ├── hnsw_checker_test.go │ ├── hybrid_checker_test.go │ ├── hybrid_index_checker.go │ ├── index_checker.go │ ├── index_checker_test.go │ ├── index_type.go │ ├── index_type_test.go │ ├── inverted_checker.go │ ├── inverted_checker_test.go │ ├── ivf_base_checker_test.go │ ├── ivf_pq_checker_test.go │ ├── ivf_sq_checker_test.go │ ├── ngram_index_checker.go │ ├── ngram_index_checker_test.go │ ├── raft_brute_force_checker_test.go │ ├── raft_ivf_flat_checker_test.go │ ├── raft_ivf_pq_checker_test.go │ ├── rtree_checker.go │ ├── rtree_checker_test.go │ ├── scalar_index_checker.go │ ├── scalar_index_checker_test.go │ ├── scann_checker_test.go │ ├── sparse_float_vector_base_checker_test.go │ ├── stl_sort_checker.go │ ├── stl_sort_checker_test.go │ ├── trie_checker.go │ ├── trie_checker_test.go │ ├── utils.go │ ├── utils_test.go │ ├── vector_index_checker.go │ └── vector_index_checker_test.go │ ├── initcore │ ├── init_core.go │ ├── init_core_test.go │ ├── query_node.go │ └── util.go │ ├── metrics │ ├── c_registry.go │ ├── holmes.go │ ├── holmes_darwin.go │ ├── milvus_registry.go │ ├── thread.go │ ├── thread_test.go │ └── utils.go │ ├── mock │ ├── grpc_datanode_client.go │ ├── grpc_querycoord_client.go │ ├── grpc_querynode_client.go │ ├── grpc_rootcoord_client.go │ ├── grpcclient.go │ └── health_watch_server.go │ ├── nullutil │ └── nullutil.go │ ├── pathutil │ └── path_util.go │ ├── pipeline │ ├── errors.go │ ├── message.go │ ├── node.go │ ├── pipeline.go │ ├── pipeline_test.go │ ├── stream_pipeline.go │ └── stream_pipeline_test.go │ ├── proxyutil │ ├── mock_proxy_client_manager.go │ ├── mock_proxy_watcher.go │ ├── proxy_client_manager.go │ ├── proxy_client_manager_test.go │ ├── proxy_watcher.go │ └── proxy_watcher_test.go │ ├── quota │ ├── quota_constant.go │ └── quota_constant_test.go │ ├── ratelimitutil │ ├── rate_limiter_tree.go │ └── rate_limiter_tree_test.go │ ├── reduce │ └── reduce_info.go │ ├── searchutil │ ├── optimizers │ │ ├── query_hook.go │ │ └── query_hook_test.go │ └── scheduler │ │ ├── concurrent_safe_scheduler.go │ │ ├── concurrent_safe_scheduler_test.go │ │ ├── fifo_policy.go │ │ ├── mock_task_test.go │ │ ├── policy_test.go │ │ ├── queues.go │ │ ├── queues_test.go │ │ ├── tasks.go │ │ └── user_task_polling_policy.go │ ├── segcore │ ├── cgo_util.go │ ├── cgo_util_test.go │ ├── cgo_util_test_only.go │ ├── collection.go │ ├── collection_test.go │ ├── plan.go │ ├── plan_test.go │ ├── reduce.go │ ├── reduce_test.go │ ├── requests.go │ ├── requests_test.go │ ├── responses.go │ ├── segcore_init.go │ ├── segcore_init_test.go │ ├── segment.go │ ├── segment_interface.go │ ├── segment_test.go │ └── trace.go │ ├── segmentutil │ └── utils.go │ ├── sessionutil │ ├── mock_session.go │ ├── mock_session_watcher.go │ ├── session.go │ ├── session_util.go │ └── session_util_test.go │ ├── streamingutil │ ├── OWNERS │ ├── env.go │ ├── service │ │ ├── attributes │ │ │ ├── attributes.go │ │ │ └── attributes_test.go │ │ ├── balancer │ │ │ ├── balancer.go │ │ │ ├── balancer_test.go │ │ │ ├── base.go │ │ │ └── picker │ │ │ │ ├── server_id_builder.go │ │ │ │ ├── server_id_picker.go │ │ │ │ └── server_id_picker_test.go │ │ ├── contextutil │ │ │ ├── cluster_id.go │ │ │ ├── cluster_id_test.go │ │ │ ├── create_consumer.go │ │ │ ├── create_consumer_test.go │ │ │ ├── create_producer.go │ │ │ ├── create_producer_test.go │ │ │ ├── pick_server_id.go │ │ │ └── pick_server_id_test.go │ │ ├── discoverer │ │ │ ├── channel_assignment_discoverer.go │ │ │ ├── channel_assignment_discoverer_test.go │ │ │ ├── discoverer.go │ │ │ ├── session_discoverer.go │ │ │ └── session_discoverer_test.go │ │ ├── interceptor │ │ │ ├── client.go │ │ │ ├── server.go │ │ │ └── server_test.go │ │ ├── lazygrpc │ │ │ ├── conn.go │ │ │ ├── conn_test.go │ │ │ └── service.go │ │ └── resolver │ │ │ ├── builder.go │ │ │ ├── builder_test.go │ │ │ ├── resolver.go │ │ │ ├── resolver_with_discoverer.go │ │ │ ├── resolver_with_discoverer_test.go │ │ │ ├── watch_based_grpc_resolver.go │ │ │ └── watch_based_grpc_resolver_test.go │ ├── status │ │ ├── checker.go │ │ ├── checker_test.go │ │ ├── client_stream_wrapper.go │ │ ├── client_stream_wrapper_test.go │ │ ├── rpc_error.go │ │ ├── rpc_error_test.go │ │ ├── streaming_error.go │ │ └── streaming_error_test.go │ ├── test_env.go │ └── util │ │ ├── topic.go │ │ ├── topic_test.go │ │ ├── wal_selector.go │ │ └── wal_selector_test.go │ ├── streamrpc │ ├── in_memory_streamer.go │ ├── in_memory_streamer_test.go │ ├── mock_grpc_client_stream.go │ ├── streamer.go │ └── streamer_test.go │ ├── testutil │ ├── reset_env.go │ └── test_util.go │ ├── tsoutil │ └── tso.go │ ├── typeutil │ ├── hash.go │ ├── json_util.go │ ├── result_helper.go │ ├── result_helper_test.go │ └── retrieve_result.go │ ├── vecindexmgr │ ├── vector_index_mgr.go │ └── vector_index_mgr_test.go │ └── wrappers │ ├── qn_wrapper.go │ └── qn_wrapper_test.go ├── milvus20vs1x.md ├── pkg ├── .mockery_pkg.yaml ├── Makefile ├── common │ ├── 3rd_dependency.go │ ├── byte_slice.go │ ├── byte_slice_test.go │ ├── common.go │ ├── common_test.go │ ├── error.go │ ├── error_test.go │ ├── key_data_pairs.go │ ├── key_data_pairs_test.go │ ├── key_value_pairs.go │ ├── key_value_pairs_test.go │ ├── keywords.go │ ├── map.go │ ├── map_test.go │ ├── mock_testonly.go │ ├── string_list.go │ ├── string_list_test.go │ ├── tuple.go │ └── version.go ├── config │ ├── config.go │ ├── config_test.go │ ├── env_source.go │ ├── etcd_source.go │ ├── etcd_source_test.go │ ├── event.go │ ├── event_dispatcher.go │ ├── event_dispatcher_test.go │ ├── file_source.go │ ├── file_source_test.go │ ├── manager.go │ ├── manager_test.go │ ├── refresher.go │ ├── source.go │ └── source_test.go ├── eventlog │ ├── event_log.pb.go │ ├── event_log.proto │ ├── event_log_grpc.pb.go │ ├── evt_raw.go │ ├── global.go │ ├── global_test.go │ ├── grpc.go │ ├── grpc_test.go │ ├── handler.go │ ├── handler_test.go │ ├── logger.go │ ├── logger_test.go │ └── mock_logger.go ├── go.mod ├── go.sum ├── kv │ ├── kv.go │ ├── predicates │ │ ├── mock_predicate.go │ │ ├── predicate.go │ │ └── predicate_test.go │ ├── reliable_write_meta_kv.go │ ├── reliable_write_meta_kv_test.go │ └── rocksdb │ │ ├── rocks_iterator.go │ │ ├── rocksdb_kv.go │ │ └── rocksdb_kv_test.go ├── log │ ├── OWNERS │ ├── config.go │ ├── fields.go │ ├── global.go │ ├── lazy_with.go │ ├── log.go │ ├── log_test.go │ ├── mlogger.go │ ├── mlogger_test.go │ ├── with_logger.go │ ├── with_logger_test.go │ ├── zap_async_buffered_write_core.go │ ├── zap_async_buffered_write_core_test.go │ ├── zap_log_test.go │ ├── zap_test_logger.go │ ├── zap_text_core.go │ ├── zap_text_encoder.go │ └── zap_text_encoder_test.go ├── metrics │ ├── cdc_metrics.go │ ├── cgo_metrics.go │ ├── datacoord_metrics.go │ ├── datanode_metrics.go │ ├── grpc_stats_handler.go │ ├── info_metrics.go │ ├── logging_metrics.go │ ├── meta_metrics.go │ ├── metrics.go │ ├── metrics_test.go │ ├── msgstream_metrics.go │ ├── persistent_store_metrics.go │ ├── proxy_metrics.go │ ├── querycoord_metrics.go │ ├── querynode_metrics.go │ ├── restful_middleware.go │ ├── rootcoord_metrics.go │ └── streaming_service_metrics.go ├── mocks │ ├── github.com │ │ └── milvus-io │ │ │ └── milvus-proto │ │ │ └── go-api │ │ │ └── v2 │ │ │ └── mock_hook │ │ │ ├── mock_Cipher.go │ │ │ ├── mock_Decryptor.go │ │ │ └── mock_Encryptor.go │ ├── mock_kv │ │ ├── mock_MetaKv.go │ │ └── mock_WatchKV.go │ ├── proto │ │ └── mock_streamingpb │ │ │ ├── mock_StreamingCoordAssignmentServiceClient.go │ │ │ ├── mock_StreamingCoordAssignmentService_AssignmentDiscoverClient.go │ │ │ ├── mock_StreamingCoordAssignmentService_AssignmentDiscoverServer.go │ │ │ ├── mock_StreamingCoordBroadcastServiceClient.go │ │ │ ├── mock_StreamingNodeHandlerServiceClient.go │ │ │ ├── mock_StreamingNodeHandlerService_ConsumeClient.go │ │ │ ├── mock_StreamingNodeHandlerService_ConsumeServer.go │ │ │ ├── mock_StreamingNodeHandlerService_ProduceClient.go │ │ │ ├── mock_StreamingNodeHandlerService_ProduceServer.go │ │ │ └── mock_StreamingNodeManagerServiceClient.go │ └── streaming │ │ ├── mock_walimpls │ │ ├── mock_OpenerBuilderImpls.go │ │ ├── mock_OpenerImpls.go │ │ ├── mock_ScannerImpls.go │ │ └── mock_WALImpls.go │ │ └── util │ │ ├── mock_message │ │ ├── mock_BroadcastMutableMessage.go │ │ ├── mock_ImmutableMessage.go │ │ ├── mock_ImmutableTxnMessage.go │ │ ├── mock_MessageID.go │ │ └── mock_MutableMessage.go │ │ └── mock_types │ │ ├── mock_AssignmentDiscoverWatcher.go │ │ └── mock_AssignmentRebalanceTrigger.go ├── mq │ ├── common │ │ ├── id.go │ │ ├── message.go │ │ ├── message_test.go │ │ └── mock_id.go │ ├── mqimpl │ │ └── rocksmq │ │ │ ├── client │ │ │ ├── client.go │ │ │ ├── client_impl.go │ │ │ ├── client_impl_test.go │ │ │ ├── consumer.go │ │ │ ├── consumer_impl.go │ │ │ ├── consumer_impl_test.go │ │ │ ├── error.go │ │ │ ├── producer.go │ │ │ ├── producer_impl.go │ │ │ ├── producer_impl_test.go │ │ │ ├── rmq_message.go │ │ │ ├── streaming.go │ │ │ ├── streaming_test.go │ │ │ ├── test_helper.go │ │ │ └── util.go │ │ │ └── server │ │ │ ├── global_rmq.go │ │ │ ├── global_rmq_test.go │ │ │ ├── mock_rocksmq.go │ │ │ ├── rmq_id.go │ │ │ ├── rmq_id_test.go │ │ │ ├── rocksmq.go │ │ │ ├── rocksmq_impl.go │ │ │ ├── rocksmq_impl_test.go │ │ │ ├── rocksmq_retention.go │ │ │ └── rocksmq_retention_test.go │ ├── msgdispatcher │ │ ├── client.go │ │ ├── client_test.go │ │ ├── dispatcher.go │ │ ├── dispatcher_test.go │ │ ├── manager.go │ │ ├── manager_test.go │ │ ├── mock_client.go │ │ ├── mock_test.go │ │ ├── target.go │ │ └── target_test.go │ └── msgstream │ │ ├── OWNERS │ │ ├── common_mq_factory.go │ │ ├── factory_stream_test.go │ │ ├── factory_test.go │ │ ├── mock_mq_factory.go │ │ ├── mock_msgstream.go │ │ ├── mock_msgstream_factory.go │ │ ├── mq_factory.go │ │ ├── mq_factory_test.go │ │ ├── mq_kafka_msgstream_test.go │ │ ├── mq_msgstream.go │ │ ├── mq_msgstream_test.go │ │ ├── mq_rocksmq_msgstream_test.go │ │ ├── mqwrapper │ │ ├── client.go │ │ ├── consumer.go │ │ ├── kafka │ │ │ ├── kafka_client.go │ │ │ ├── kafka_client_test.go │ │ │ ├── kafka_consumer.go │ │ │ ├── kafka_consumer_test.go │ │ │ ├── kafka_id.go │ │ │ ├── kafka_id_test.go │ │ │ ├── kafka_message.go │ │ │ ├── kafka_message_test.go │ │ │ ├── kafka_producer.go │ │ │ └── kafka_producer_test.go │ │ ├── producer.go │ │ ├── pulsar │ │ │ ├── pulsar_client.go │ │ │ ├── pulsar_client_test.go │ │ │ ├── pulsar_consumer.go │ │ │ ├── pulsar_consumer_test.go │ │ │ ├── pulsar_id.go │ │ │ ├── pulsar_id_test.go │ │ │ ├── pulsar_message.go │ │ │ ├── pulsar_producer.go │ │ │ └── pulsar_producer_test.go │ │ ├── rmq │ │ │ ├── rmq_client.go │ │ │ ├── rmq_client_test.go │ │ │ ├── rmq_consumer.go │ │ │ └── rmq_producer.go │ │ └── wp │ │ │ └── wp_id.go │ │ ├── msg.go │ │ ├── msg_for_alias.go │ │ ├── msg_for_collection.go │ │ ├── msg_for_collection_test.go │ │ ├── msg_for_database.go │ │ ├── msg_for_database_test.go │ │ ├── msg_for_import.go │ │ ├── msg_for_import_test.go │ │ ├── msg_for_index.go │ │ ├── msg_for_index_test.go │ │ ├── msg_for_partition.go │ │ ├── msg_for_partition_test.go │ │ ├── msg_for_replicate.go │ │ ├── msg_for_replicate_test.go │ │ ├── msg_for_user_role.go │ │ ├── msg_for_user_role_test.go │ │ ├── msg_test.go │ │ ├── msgstream.go │ │ ├── msgstream_util.go │ │ ├── msgstream_util_test.go │ │ ├── repack_func.go │ │ ├── stream_bench_test.go │ │ ├── stream_test.go │ │ ├── trace.go │ │ ├── unmarshal.go │ │ ├── unmarshal_test.go │ │ └── wasted_mock_msgstream.go ├── objectstorage │ ├── aliyun │ │ ├── aliyun.go │ │ ├── aliyun_test.go │ │ └── mocks │ │ │ └── Credential.go │ ├── gcp │ │ ├── gcp.go │ │ └── gcp_test.go │ ├── huawei │ │ ├── huawei.go │ │ └── huawei_test.go │ ├── options.go │ ├── tencent │ │ ├── tencent.go │ │ └── tencent_test.go │ └── util.go ├── proto │ ├── OWNERS │ ├── cgo_msg.proto │ ├── cgopb │ │ └── cgo_msg.pb.go │ ├── clustering.proto │ ├── clusteringpb │ │ └── clustering.pb.go │ ├── data_coord.proto │ ├── datapb │ │ ├── data_coord.pb.go │ │ └── data_coord_grpc.pb.go │ ├── etcd_meta.proto │ ├── etcdpb │ │ └── etcd_meta.pb.go │ ├── index_cgo_msg.proto │ ├── index_coord.proto │ ├── indexcgopb │ │ └── index_cgo_msg.pb.go │ ├── indexpb │ │ ├── index_coord.pb.go │ │ └── index_coord_grpc.pb.go │ ├── internal.proto │ ├── internalpb │ │ └── internal.pb.go │ ├── messages.proto │ ├── messagespb │ │ └── messages.pb.go │ ├── model_service.proto │ ├── modelservicepb │ │ ├── model_service.pb.go │ │ └── model_service_grpc.pb.go │ ├── plan.proto │ ├── planpb │ │ └── plan.pb.go │ ├── proxy.proto │ ├── proxypb │ │ ├── proxy.pb.go │ │ └── proxy_grpc.pb.go │ ├── query_coord.proto │ ├── querypb │ │ ├── query_coord.pb.go │ │ └── query_coord_grpc.pb.go │ ├── root_coord.proto │ ├── rootcoordpb │ │ ├── root_coord.pb.go │ │ └── root_coord_grpc.pb.go │ ├── segcore.proto │ ├── segcorepb │ │ └── segcore.pb.go │ ├── storagev2pb │ │ └── storagev2.pb.go │ ├── streaming.proto │ ├── streamingpb │ │ ├── extends.go │ │ ├── streaming.pb.go │ │ └── streaming_grpc.pb.go │ ├── worker.proto │ └── workerpb │ │ ├── worker.pb.go │ │ └── worker_grpc.pb.go ├── rules.go ├── streaming │ ├── OWNERS │ ├── util │ │ ├── message │ │ │ ├── adaptor │ │ │ │ ├── broadcast_message.go │ │ │ │ ├── handler.go │ │ │ │ ├── handler_test.go │ │ │ │ ├── message.go │ │ │ │ ├── message_id.go │ │ │ │ ├── message_id_test.go │ │ │ │ ├── message_test.go │ │ │ │ ├── message_type.go │ │ │ │ └── ts_msg_newer.go │ │ │ ├── broadcast.go │ │ │ ├── broadcast_test.go │ │ │ ├── builder.go │ │ │ ├── builder_test.go │ │ │ ├── ce │ │ │ │ ├── cache_expiration_builder.go │ │ │ │ ├── cache_expiration_builder_test.go │ │ │ │ └── proxy_legacy_cache_builder.go │ │ │ ├── cipher.go │ │ │ ├── codegen │ │ │ │ ├── codegen_test.go │ │ │ │ ├── main.go │ │ │ │ └── reflect_info.json │ │ │ ├── encoder.go │ │ │ ├── encoder_test.go │ │ │ ├── marshal_log_object.go │ │ │ ├── message.go │ │ │ ├── message_builder_test.go │ │ │ ├── message_handler.go │ │ │ ├── message_id.go │ │ │ ├── message_id_test.go │ │ │ ├── message_impl.go │ │ │ ├── message_test.go │ │ │ ├── message_type.go │ │ │ ├── messageutil │ │ │ │ ├── body.go │ │ │ │ ├── body_test.go │ │ │ │ ├── header.go │ │ │ │ └── header_test.go │ │ │ ├── properties.go │ │ │ ├── reflect_info.go │ │ │ ├── resource_key.go │ │ │ ├── resource_key_test.go │ │ │ ├── specialized_message.go │ │ │ ├── specialized_message_test.go │ │ │ ├── test_case.go │ │ │ ├── txn.go │ │ │ ├── txn_test.go │ │ │ ├── utils.go │ │ │ ├── version.go │ │ │ └── wal_name.go │ │ ├── options │ │ │ ├── deliver.go │ │ │ └── deliver_test.go │ │ └── types │ │ │ ├── acked_result.go │ │ │ ├── acked_result_test.go │ │ │ ├── balance_config.go │ │ │ ├── pchannel_info.go │ │ │ ├── pchannel_info_test.go │ │ │ ├── responses.go │ │ │ ├── responses_test.go │ │ │ ├── streaming_node.go │ │ │ ├── streaming_node_test.go │ │ │ ├── wal_metrics.go │ │ │ └── wal_metrics_test.go │ └── walimpls │ │ ├── builder.go │ │ ├── helper │ │ ├── scanner_helper.go │ │ ├── scanner_helper_test.go │ │ ├── wal_helper.go │ │ └── wal_helper_test.go │ │ ├── impls │ │ ├── kafka │ │ │ ├── builder.go │ │ │ ├── kafka_test.go │ │ │ ├── message_id.go │ │ │ ├── message_id_test.go │ │ │ ├── opener.go │ │ │ ├── scanner.go │ │ │ └── wal.go │ │ ├── pulsar │ │ │ ├── backlog_clear_helper.go │ │ │ ├── builder.go │ │ │ ├── message_id.go │ │ │ ├── message_id_data.pb.go │ │ │ ├── message_id_data.proto │ │ │ ├── message_id_test.go │ │ │ ├── opener.go │ │ │ ├── pulsar_test.go │ │ │ ├── pulsarlog │ │ │ │ └── logger.go │ │ │ ├── scanner.go │ │ │ └── wal.go │ │ ├── rmq │ │ │ ├── builder.go │ │ │ ├── message_id.go │ │ │ ├── message_id_test.go │ │ │ ├── opener.go │ │ │ ├── rmq_test.go │ │ │ ├── scanner.go │ │ │ └── wal.go │ │ ├── walimplstest │ │ │ ├── builder.go │ │ │ ├── message_id.go │ │ │ ├── message_log.go │ │ │ ├── opener.go │ │ │ ├── scanner.go │ │ │ ├── wal.go │ │ │ └── wal_test.go │ │ └── wp │ │ │ ├── builder.go │ │ │ ├── message_id.go │ │ │ ├── message_id_test.go │ │ │ ├── opener.go │ │ │ ├── scanner.go │ │ │ ├── wal.go │ │ │ └── wp_test.go │ │ ├── opener.go │ │ ├── registry │ │ ├── registry.go │ │ └── wal_test.go │ │ ├── scanner.go │ │ ├── test_framework.go │ │ └── wal.go ├── taskcommon │ ├── properties.go │ ├── state.go │ ├── time.go │ └── type.go ├── tracer │ ├── interceptor_suite.go │ ├── stack_trace.go │ ├── stack_trace_test.go │ ├── stats_handler.go │ ├── tracer.go │ ├── tracer_test.go │ └── util.go └── util │ ├── OWNERS │ ├── cache │ ├── cache.go │ ├── cache_test.go │ └── monitor.go │ ├── commonpbutil │ └── commonpbutil.go │ ├── compressor │ ├── compressor.go │ └── compressor_test.go │ ├── conc │ ├── future.go │ ├── future_test.go │ ├── options.go │ ├── options_test.go │ ├── pool.go │ ├── pool_test.go │ ├── singleflight.go │ └── singleflight_test.go │ ├── constant.go │ ├── contextutil │ ├── context_util.go │ └── context_util_test.go │ ├── crypto │ ├── crypto.go │ └── crypto_test.go │ ├── distance │ ├── asm │ │ ├── ip.go │ │ ├── ip_amd64.s │ │ ├── ip_stub_amd64.go │ │ ├── l2.go │ │ ├── l2_amd64.s │ │ └── l2_stub_amd64.go │ ├── calc_distance.go │ ├── calc_distance_amd64.go │ └── calc_distance_test.go │ ├── etcd │ ├── etcd_server.go │ ├── etcd_util.go │ └── etcd_util_test.go │ ├── expr │ ├── expr.go │ └── expr_test.go │ ├── funcutil │ ├── aggregation.go │ ├── aggregation_test.go │ ├── func.go │ ├── func_test.go │ ├── map.go │ ├── math.go │ ├── parallel.go │ ├── parallel_test.go │ ├── placeholdergroup.go │ ├── placeholdergroup_test.go │ ├── policy.go │ ├── policy_test.go │ ├── random.go │ ├── random_test.go │ ├── set.go │ ├── set_test.go │ ├── slice.go │ └── slice_test.go │ ├── gc │ └── gc_tuner.go │ ├── generic │ └── generic.go │ ├── hardware │ ├── container_darwin.go │ ├── container_linux.go │ ├── container_test_linux.go │ ├── container_windows.go │ ├── gpu_mem_info.go │ ├── gpu_mem_info_cuda.go │ ├── hardware_info.go │ ├── hardware_info_test.go │ ├── jemalloc_stats.go │ ├── jemalloc_stats_test.go │ ├── listener.go │ ├── listener_test.go │ ├── mem_info.go │ ├── mem_info_darwin.go │ └── mem_info_windows.go │ ├── indexparams │ ├── index_params.go │ └── index_params_test.go │ ├── interceptor │ ├── cluster_interceptor.go │ ├── cluster_interceptor_test.go │ ├── interceptor_test.go │ ├── server_id_interceptor.go │ └── server_id_interceptor_test.go │ ├── lifetime │ ├── lifetime.go │ ├── lifetime_test.go │ ├── safe_chan.go │ ├── safe_chan_test.go │ └── state.go │ ├── lock │ ├── key_lock.go │ ├── key_lock_test.go │ ├── metric_mutex.go │ ├── metrics_mutex_test.go │ ├── mutex.go │ └── mutex_deadlock.go │ ├── logutil │ ├── grpc_interceptor.go │ ├── grpc_interceptor_test.go │ ├── logutil.go │ └── logutil_test.go │ ├── merr │ ├── errors.go │ ├── errors_test.go │ └── utils.go │ ├── metautil │ ├── binlog.go │ ├── binlog_test.go │ ├── channel.go │ ├── channel_test.go │ └── segment_index.go │ ├── metric │ ├── metric_type.go │ ├── similarity_corelation.go │ └── similarity_corelation_test.go │ ├── metricsinfo │ ├── cache.go │ ├── cache_test.go │ ├── err.go │ ├── metric_request.go │ ├── metric_request_test.go │ ├── metrics_info.go │ ├── metrics_info_test.go │ ├── quota_metric.go │ ├── topology.go │ ├── topology_test.go │ ├── utils.go │ └── utils_test.go │ ├── netutil │ ├── listener.go │ └── listener_test.go │ ├── parameterutil │ ├── get_max_len.go │ └── get_max_len_test.go │ ├── paramtable │ ├── autoindex_param.go │ ├── autoindex_param_cuda.go │ ├── autoindex_param_nocuda.go │ ├── autoindex_param_test.go │ ├── base_table.go │ ├── base_table_test.go │ ├── cipher_config.go │ ├── component_param.go │ ├── component_param_test.go │ ├── credential_param.go │ ├── credential_param_test.go │ ├── function_param.go │ ├── function_param_test.go │ ├── grpc_param.go │ ├── grpc_param_test.go │ ├── hook_config.go │ ├── http_param.go │ ├── http_param_test.go │ ├── knowhere_param.go │ ├── knowhere_param_test.go │ ├── param_item.go │ ├── param_item_callback_test.go │ ├── quota_param.go │ ├── quota_param_test.go │ ├── rbac_config_test.go │ ├── rbac_param.go │ ├── role_param.go │ ├── role_param_test.go │ ├── runtime.go │ ├── service_param.go │ └── service_param_test.go │ ├── ratelimitutil │ ├── limiter.go │ ├── limiter_test.go │ ├── rate_collector.go │ ├── rate_collector_test.go │ ├── utils.go │ └── utils_test.go │ ├── replicateutil │ ├── config_helper.go │ ├── config_helper_test.go │ ├── config_validator.go │ ├── config_validator_test.go │ └── util.go │ ├── requestutil │ ├── getter.go │ └── getter_test.go │ ├── resource │ ├── resource_manager.go │ └── resource_manager_test.go │ ├── retry │ ├── options.go │ ├── retry.go │ └── retry_test.go │ ├── symbolizer │ └── symbolizer.go │ ├── syncutil │ ├── async_task_notifier.go │ ├── async_task_notifier_test.go │ ├── closed_lock.go │ ├── context_condition_variable.go │ ├── context_condition_variable_test.go │ ├── cooldown_notifier.go │ ├── cooldown_notifier_test.go │ ├── future.go │ ├── future_test.go │ ├── versioned_notifier.go │ └── versioned_notifier_test.go │ ├── testutils │ ├── embed_etcd.go │ ├── gen_data.go │ └── prometheus_metric.go │ ├── tikv │ ├── tikv_test_util.go │ └── tikv_util.go │ ├── timerecord │ ├── group_checker.go │ ├── group_checker_test.go │ └── time_recorder.go │ ├── timestamptz │ ├── timestamptz.go │ └── timestamptz_test.go │ ├── tsoutil │ ├── tso.go │ └── tso_test.go │ ├── typeutil │ ├── backoff_timer.go │ ├── backoff_timer_test.go │ ├── cache.go │ ├── chan.go │ ├── convension.go │ ├── conversion_test.go │ ├── field_data.go │ ├── field_data_test.go │ ├── field_length_limit.go │ ├── field_schema.go │ ├── float_util.go │ ├── float_util_test.go │ ├── gen_empty_field_data.go │ ├── get_dim.go │ ├── hash.go │ ├── hash_test.go │ ├── heap.go │ ├── heap_test.go │ ├── id_allocator.go │ ├── ids_checker.go │ ├── ids_checker_test.go │ ├── index.go │ ├── index_test.go │ ├── kv_pair_helper.go │ ├── kv_pair_helper_test.go │ ├── lifetime.go │ ├── lifetime_test.go │ ├── map.go │ ├── map_test.go │ ├── multipart_queue.go │ ├── multipart_queue_test.go │ ├── ordered_map.go │ ├── ordered_map_test.go │ ├── pair.go │ ├── schema.go │ ├── schema_test.go │ ├── schema_typed.go │ ├── schema_typed_test.go │ ├── set.go │ ├── set_test.go │ ├── shared_reference.go │ ├── shared_reference_test.go │ ├── skip_list.go │ ├── skip_list_test.go │ ├── string_util.go │ ├── string_util_test.go │ ├── time.go │ ├── time_test.go │ ├── type.go │ ├── version.go │ └── version_test.go │ ├── uniquegenerator │ ├── unique_int_generator.go │ └── unique_int_generator_test.go │ └── vralloc │ ├── alloc.go │ ├── alloc_test.go │ ├── sharedalloc.go │ └── sharedalloc_test.go ├── rules.go ├── scripts ├── 3rdparty_build.sh ├── OWNERS ├── README.md ├── antlr-4.13.2-complete.jar ├── check_cpp_fmt.sh ├── check_proto_product.sh ├── collect_arrow_dep.sh ├── core_build.sh ├── devcontainer.sh ├── docker_image_find_tag.sh ├── download_milvus_proto.sh ├── generate_proto.sh ├── gofmt.sh ├── install_deps.sh ├── install_deps_embd.sh ├── install_deps_msys.sh ├── install_milvus.sh ├── package_windows.sh ├── run_cargo_format.sh ├── run_cpp_codecov.sh ├── run_cpp_unittest.sh ├── run_docker.sh ├── run_go_codecov.sh ├── run_go_unittest.sh ├── run_intergration_test.sh ├── setenv.sh ├── sql │ └── meta.sql ├── standalone_embed.bat ├── standalone_embed.sh ├── start_cluster.sh ├── start_standalone.sh ├── stop.sh ├── stop_graceful.sh └── update-api-version.sh ├── tests ├── OWNERS ├── README.md ├── README_CN.md ├── _helm │ ├── Dockerfile │ └── values │ │ ├── e2e-amd │ │ ├── distributed-pulsar │ │ ├── standalone │ │ ├── standalone-kafka-mmap │ │ └── standalone-one-pod │ │ ├── e2e-arm │ │ ├── distributed-pulsar │ │ ├── standalone │ │ ├── standalone-kafka-mmap │ │ └── standalone-one-pod │ │ ├── e2e │ │ ├── distributed-pulsar │ │ ├── standalone │ │ ├── standalone-kafka-mmap │ │ └── standalone-one-pod │ │ └── nightly │ │ ├── distributed-kafka │ │ ├── distributed-pulsar-mmap │ │ ├── distributed-woodpecker │ │ ├── standalone-authentication-mmap │ │ └── standalone-one-pod ├── benchmark │ ├── .gitignore │ ├── Dockerfile │ ├── README.md │ ├── assets │ │ ├── dash.png │ │ └── uml.jpg │ ├── ci │ │ ├── argo.yaml │ │ ├── function │ │ │ └── file_transfer.groovy │ │ ├── jenkinsfile │ │ │ ├── cleanup.groovy │ │ │ ├── deploy_test.groovy │ │ │ └── notify.groovy │ │ ├── main_jenkinsfile │ │ ├── pod_containers │ │ │ └── milvus-testframework.yaml │ │ ├── publish_jenkinsfile │ │ └── scripts │ │ │ └── yaml_processor.py │ ├── milvus_benchmark │ │ ├── __init__.py │ │ ├── chaos │ │ │ ├── __init__.py │ │ │ ├── chaos_mesh.py │ │ │ ├── chaos_opt.py │ │ │ ├── pod-new.yaml │ │ │ ├── pod.yaml │ │ │ ├── template │ │ │ │ └── PodChaos.yaml │ │ │ ├── test.py │ │ │ └── utils.py │ │ ├── client.py │ │ ├── config.py │ │ ├── env │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── docker.py │ │ │ ├── helm.py │ │ │ ├── helm_utils.py │ │ │ └── local.py │ │ ├── logs │ │ │ ├── log.py │ │ │ └── logging.yaml │ │ ├── main.py │ │ ├── metrics │ │ │ ├── __init__.py │ │ │ ├── api.py │ │ │ ├── config.py │ │ │ └── models │ │ │ │ ├── __init__.py │ │ │ │ ├── env.py │ │ │ │ ├── hardware.py │ │ │ │ ├── metric.py │ │ │ │ └── server.py │ │ ├── parser.py │ │ ├── runners │ │ │ ├── __init__.py │ │ │ ├── accuracy.py │ │ │ ├── base.py │ │ │ ├── build.py │ │ │ ├── chaos.py │ │ │ ├── docker_runner.py │ │ │ ├── docker_utils.py │ │ │ ├── get.py │ │ │ ├── insert.py │ │ │ ├── locust.py │ │ │ ├── locust_file.py │ │ │ ├── locust_task.py │ │ │ ├── locust_tasks.py │ │ │ ├── locust_user.py │ │ │ ├── search.py │ │ │ ├── test.py │ │ │ └── utils.py │ │ ├── scheduler.py │ │ ├── scheduler │ │ │ ├── 010_data.json │ │ │ ├── 011_data.json │ │ │ ├── 011_data_acc_debug.json │ │ │ ├── 011_data_gpu_build.json │ │ │ ├── 011_data_insert.json │ │ │ ├── 011_delete.json │ │ │ ├── 2_cluster_data.json │ │ │ ├── 2_data.json │ │ │ ├── acc.json │ │ │ ├── build.json │ │ │ ├── clean.json │ │ │ ├── cluster.json │ │ │ ├── debug.json │ │ │ ├── debug1.json │ │ │ ├── debug2.json │ │ │ ├── filter.json │ │ │ ├── idc.json │ │ │ ├── insert.json │ │ │ ├── insert2.json │ │ │ ├── jaccard.json │ │ │ ├── locust.json │ │ │ ├── locust_insert.json │ │ │ ├── locust_mix.json │ │ │ ├── locust_mix_debug.json │ │ │ ├── locust_search.json │ │ │ ├── loop.json │ │ │ ├── loop_search.json │ │ │ ├── nlist.json │ │ │ ├── search.json │ │ │ ├── search2.json │ │ │ ├── search_debug.json │ │ │ ├── shards_ann.json │ │ │ ├── shards_debug.json │ │ │ ├── shards_stability.json │ │ │ └── stability.json │ │ ├── suites │ │ │ ├── 011_add_flush_performance.yaml │ │ │ ├── 011_build_debug.yaml │ │ │ ├── 011_cluster_cpu_accuracy_ann.yaml │ │ │ ├── 011_cpu_accuracy.yaml │ │ │ ├── 011_cpu_accuracy_ann.yaml │ │ │ ├── 011_cpu_accuracy_ann_debug.yaml │ │ │ ├── 011_cpu_accuracy_rhnsw.yaml │ │ │ ├── 011_cpu_build_binary.yaml │ │ │ ├── 011_cpu_build_hnsw.yaml │ │ │ ├── 011_cpu_build_rhnsw.yaml │ │ │ ├── 011_cpu_search.yaml │ │ │ ├── 011_cpu_search_binary.yaml │ │ │ ├── 011_cpu_search_debug.yaml │ │ │ ├── 011_cpu_search_sift10m.yaml │ │ │ ├── 011_cpu_search_sift10m_filter.yaml │ │ │ ├── 011_cpu_search_sift10m_hnsw.yaml │ │ │ ├── 011_cpu_search_sift10m_ivf.yaml │ │ │ ├── 011_cpu_search_sift1b.yaml │ │ │ ├── 011_cpu_search_sift50m.yaml │ │ │ ├── 011_delete_performance.yaml │ │ │ ├── 011_gpu_accuracy.yaml │ │ │ ├── 011_gpu_accuracy_ann.yaml │ │ │ ├── 011_gpu_accuracy_ann_debug.yaml │ │ │ ├── 011_gpu_accuracy_debug.yaml │ │ │ ├── 011_gpu_build.yaml │ │ │ ├── 011_gpu_build_debug.yaml │ │ │ ├── 011_gpu_build_sift10m.yaml │ │ │ ├── 011_gpu_build_sift1b.yaml │ │ │ ├── 011_gpu_build_sift50m.yaml │ │ │ ├── 011_gpu_search.yaml │ │ │ ├── 011_gpu_search_debug.yaml │ │ │ ├── 011_gpu_search_sift10m.yaml │ │ │ ├── 011_gpu_search_sift10m_100k.yaml │ │ │ ├── 011_gpu_search_sift10m_filter.yaml │ │ │ ├── 011_gpu_search_sift10m_ivf.yaml │ │ │ ├── 011_gpu_search_sift50m.yaml │ │ │ ├── 011_gpu_sift50m_ivf.yaml │ │ │ ├── 011_gpu_stability.yaml │ │ │ ├── 011_insert_debug.yaml │ │ │ ├── 011_insert_performance.yaml │ │ │ ├── 011_insert_performance_debug.yaml │ │ │ ├── 011_search_dsl.yaml │ │ │ ├── 011_search_stability.yaml │ │ │ ├── 011_search_threshold.yaml │ │ │ ├── 011_sift50m_acc.yaml │ │ │ ├── 2_accuracy_ann_debug.yaml │ │ │ ├── 2_cpu_accuracy.yaml │ │ │ ├── 2_cpu_ann_accuracy.yaml │ │ │ ├── 2_cpu_build.yaml │ │ │ ├── 2_cpu_search.yaml │ │ │ ├── 2_insert_build.yaml │ │ │ ├── 2_insert_cluster.yaml │ │ │ ├── 2_insert_data.yaml │ │ │ ├── 2_insert_get.yaml │ │ │ ├── 2_insert_search.yaml │ │ │ ├── 2_insert_search_debug.yaml │ │ │ ├── 2_insert_search_sift10m.yaml │ │ │ ├── 2_insert_search_sift10m_1024.yaml │ │ │ ├── 2_insert_search_sift10m_2048.yaml │ │ │ ├── 2_insert_search_sift10m_4096.yaml │ │ │ ├── 2_insert_search_sift10m_512.yaml │ │ │ ├── 2_insert_search_sift50m_1024.yaml │ │ │ ├── 2_insert_search_sift50m_2048.yaml │ │ │ ├── 2_insert_search_sift50m_4096.yaml │ │ │ ├── 2_insert_search_sift50m_512.yaml │ │ │ ├── 2_locust_insert.yaml │ │ │ ├── 2_locust_insert_5h.yaml │ │ │ ├── 2_locust_insert_flush.yaml │ │ │ ├── 2_locust_load_insert.yaml │ │ │ ├── 2_locust_load_insert_flush.yaml │ │ │ ├── 2_locust_random.yaml │ │ │ ├── 2_locust_random_load_release.yaml │ │ │ ├── 2_locust_search.yaml │ │ │ ├── 2_locust_search_5h.yaml │ │ │ ├── 2_locust_search_index.yaml │ │ │ ├── add_flush_performance.yaml │ │ │ ├── ann_debug.yaml │ │ │ ├── clean.yaml │ │ │ ├── cluster_locust_mix.yaml │ │ │ ├── cpu_accuracy.yaml │ │ │ ├── cpu_accuracy_ann.yaml │ │ │ ├── cpu_accuracy_ann_debug.yaml │ │ │ ├── cpu_accuracy_ann_hnsw.yaml │ │ │ ├── cpu_accuracy_ann_pq.yaml │ │ │ ├── cpu_accuracy_nsg.yaml │ │ │ ├── cpu_build_performance.yaml │ │ │ ├── cpu_search_binary.yaml │ │ │ ├── cpu_search_performance_jaccard.yaml │ │ │ ├── cpu_search_performance_sift1b.yaml │ │ │ ├── cpu_search_performance_sift50m.yaml │ │ │ ├── cpu_stability_sift50m.yaml │ │ │ ├── debug.yaml │ │ │ ├── debug_build.yaml │ │ │ ├── debug_gpu_search.yaml │ │ │ ├── flush_kill_query_pod.yaml │ │ │ ├── gpu_accuracy.yaml │ │ │ ├── gpu_accuracy_ann.yaml │ │ │ ├── gpu_accuracy_debug.yaml │ │ │ ├── gpu_accuracy_sift1b.yaml │ │ │ ├── gpu_accuracy_sift1m.yaml │ │ │ ├── gpu_build_performance_jaccard50m.yaml │ │ │ ├── gpu_build_sift1b_sq8h.yaml │ │ │ ├── gpu_search_performance.yaml │ │ │ ├── gpu_search_performance_jaccard50m.yaml │ │ │ ├── gpu_search_performance_sift1b.yaml │ │ │ ├── gpu_search_performance_sift50m.yaml │ │ │ ├── gpu_search_stability.yaml │ │ │ ├── insert_binary.yaml │ │ │ ├── insert_performance_deep1b.yaml │ │ │ ├── locust_cluster_search.yaml │ │ │ ├── locust_insert.yaml │ │ │ ├── locust_search.yaml │ │ │ ├── loop_stability.yaml │ │ │ ├── metric.yaml │ │ │ ├── pq.yaml │ │ │ ├── qps.yaml │ │ │ ├── search_debug.yaml │ │ │ ├── shards_ann_debug.yaml │ │ │ ├── shards_insert_performance.yaml │ │ │ ├── shards_insert_performance_sift1m.yaml │ │ │ ├── shards_loop_stability.yaml │ │ │ └── shards_search_performance_sift1m.yaml │ │ ├── test.py │ │ ├── tests │ │ │ ├── locust_user_test.py │ │ │ └── test_scheduler.py │ │ ├── update.py │ │ └── utils.py │ └── requirements.txt ├── docker │ ├── .env │ ├── Dockerfile │ └── docker-compose.yml ├── go_client │ ├── .golangci.yml │ ├── Dockerfile │ ├── README.md │ ├── base │ │ └── milvus_client.go │ ├── common │ │ ├── consts.go │ │ ├── response_checker.go │ │ └── utils.go │ ├── go.mod │ ├── go.sum │ ├── ruleguard │ │ └── rules.go │ └── testcases │ │ ├── add_field_test.go │ │ ├── advcases │ │ ├── main_test.go │ │ ├── rbac_test.go │ │ └── resource_group_test.go │ │ ├── client_test.go │ │ ├── collection_test.go │ │ ├── database_test.go │ │ ├── delete_test.go │ │ ├── full_text_search_test.go │ │ ├── geometry_test.go │ │ ├── groupby_search_test.go │ │ ├── helper │ │ ├── collection_helper.go │ │ ├── data_helper.go │ │ ├── field_helper.go │ │ ├── function_helper.go │ │ ├── helper.go │ │ ├── index_helper.go │ │ ├── read_helper.go │ │ ├── rows_helper.go │ │ ├── schema_helper.go │ │ └── test_setup.go │ │ ├── hybrid_search_test.go │ │ ├── index_test.go │ │ ├── insert_test.go │ │ ├── load_release_test.go │ │ ├── main_test.go │ │ ├── nullable_default_value_test.go │ │ ├── partition_test.go │ │ ├── phrase_match_test.go │ │ ├── query_test.go │ │ ├── reranker_function_test.go │ │ ├── search_iterator_test.go │ │ ├── search_test.go │ │ ├── text_embedding_test.go │ │ ├── update_test.go │ │ └── upsert_test.go ├── integration │ ├── OWNERS │ ├── README.md │ ├── balance │ │ ├── balance_test.go │ │ └── channel_exclusive_balance_test.go │ ├── bloomfilter │ │ └── bloom_filter_test.go │ ├── cluster │ │ ├── cluster.go │ │ ├── meta_watcher.go │ │ └── process │ │ │ ├── client.go │ │ │ ├── milvus_process.go │ │ │ └── milvus_process_specialized.go │ ├── compaction │ │ ├── clustering_compaction_null_data_test.go │ │ ├── clustering_compaction_test.go │ │ ├── compaction_test.go │ │ ├── l0_compaction_test.go │ │ ├── l2_single_compaction_test.go │ │ └── mix_compaction_test.go │ ├── coorddownsearch │ │ └── search_after_coord_down_test.go │ ├── coordrecovery │ │ └── coord_recovery_test.go │ ├── crossclusterrouting │ │ └── cross_cluster_routing_test.go │ ├── datanode │ │ ├── compaction_test.go │ │ ├── datanode_test.go │ │ └── struct_array_test.go │ ├── expression │ │ └── expression_test.go │ ├── flushall │ │ └── flushall_test.go │ ├── getvector │ │ ├── array_struct_test.go │ │ └── get_vector_test.go │ ├── hellomilvus │ │ ├── alias_test.go │ │ ├── hello_milvus_test.go │ │ ├── hello_streaming_test.go │ │ ├── hybridsearch_test.go │ │ ├── insert_test.go │ │ ├── json_expr_test.go │ │ ├── partition_key_test.go │ │ ├── range_search_test.go │ │ ├── sparse_test.go │ │ └── upsert_test.go │ ├── httpserver │ │ └── httpserver_test.go │ ├── import │ │ ├── auto_id_test.go │ │ ├── binlog_test.go │ │ ├── dynamic_field_test.go │ │ ├── import_test.go │ │ ├── multi_vector_test.go │ │ ├── partition_key_test.go │ │ ├── util_test.go │ │ └── vector_array_test.go │ ├── indexstat │ │ └── get_index_statistics_test.go │ ├── internaltls │ │ └── internaltls_test.go │ ├── levelzero │ │ ├── delete_on_growing_test.go │ │ ├── delete_partition_key_test.go │ │ └── levelzero_test.go │ ├── materialized_view │ │ └── materialized_view_test.go │ ├── meta_watcher_test.go │ ├── null_data │ │ └── null_data_test.go │ ├── ops │ │ └── suspend_node_test.go │ ├── partialsearch │ │ └── partial_result_on_node_down_test.go │ ├── querynode │ │ └── querynode_test.go │ ├── ratelimit │ │ ├── db_properties_test.go │ │ └── flush_test.go │ ├── rbac │ │ ├── privilege_group_test.go │ │ ├── rbac_backup_test.go │ │ └── rbac_basic_test.go │ ├── refreshconfig │ │ └── refresh_config_test.go │ ├── replicas │ │ ├── balance │ │ │ └── replica_test.go │ │ └── load │ │ │ └── load_test.go │ ├── rg │ │ └── resource_group_test.go │ ├── rollingupgrade │ │ └── manual_rolling_upgrade_test.go │ ├── sealpolicies │ │ ├── seal_by_total_growing_test.go │ │ └── seal_policies_test.go │ ├── search │ │ └── search_test.go │ ├── stats_task │ │ └── stats_task_test.go │ ├── suite.go │ ├── suite_options.go │ ├── target │ │ └── target_test.go │ ├── util_collection.go │ ├── util_index.go │ ├── util_insert.go │ ├── util_query.go │ └── util_schema.go ├── java_client │ └── README.md ├── python_client │ ├── .dockerignore │ ├── .gitignore │ ├── Dockerfile │ ├── README.md │ ├── README_CN.md │ ├── assets │ │ └── ann_hdf5 │ │ │ └── download.sh │ ├── base │ │ ├── async_milvus_client_wrapper.py │ │ ├── client_base.py │ │ ├── client_v2_base.py │ │ ├── collection_wrapper.py │ │ ├── connections_wrapper.py │ │ ├── database_wrapper.py │ │ ├── high_level_api_wrapper.py │ │ ├── index_wrapper.py │ │ ├── partition_wrapper.py │ │ ├── schema_wrapper.py │ │ └── utility_wrapper.py │ ├── bulk_insert │ │ ├── conftest.py │ │ ├── test_bulk_insert_api.py │ │ ├── test_bulk_insert_bench.py │ │ ├── test_bulk_insert_perf.py │ │ ├── test_bulk_insert_perf_with_cohere_dataset.py │ │ ├── test_bulk_insert_task_clean.py │ │ └── test_bulk_insert_with_requests.py │ ├── chaos │ │ ├── README.md │ │ ├── chaos_commons.py │ │ ├── chaos_objects │ │ │ ├── container_kill │ │ │ │ ├── chaos_datanode_container_kill.yaml │ │ │ │ ├── chaos_standalone_container_kill.yaml │ │ │ │ └── testcases.yaml │ │ │ ├── io_latency │ │ │ │ ├── chaos_etcd_io_latency.yaml │ │ │ │ ├── chaos_minio_io_latency.yaml │ │ │ │ ├── chaos_pulsar_io_latency.yaml │ │ │ │ └── testcases.yaml │ │ │ ├── mem_stress │ │ │ │ ├── chaos_datanode_mem_stress.yaml │ │ │ │ ├── chaos_etcd_mem_stress.yaml │ │ │ │ ├── chaos_indexnode_mem_stress.yaml │ │ │ │ ├── chaos_minio_mem_stress.yaml │ │ │ │ ├── chaos_proxy_mem_stress.yaml │ │ │ │ ├── chaos_pulsar_mem_stress.yaml │ │ │ │ ├── chaos_querynode_mem_stress.yaml │ │ │ │ ├── chaos_standalone_mem_stress.yaml │ │ │ │ └── testcases.yaml │ │ │ ├── memory_stress │ │ │ │ ├── chaos_datanode_memory_stress.yaml │ │ │ │ ├── chaos_etcd_memory_stress.yaml │ │ │ │ ├── chaos_indexnode_memory_stress.yaml │ │ │ │ ├── chaos_querynode_memory_stress.yaml │ │ │ │ ├── chaos_replicas_memory_stress_pods.yaml │ │ │ │ └── testcases.yaml │ │ │ ├── network_latency │ │ │ │ ├── chaos_datacoord_network_latency.yaml │ │ │ │ ├── chaos_datanode_network_latency.yaml │ │ │ │ ├── chaos_etcd_network_latency.yaml │ │ │ │ ├── chaos_indexcoord_network_latency.yaml │ │ │ │ ├── chaos_indexnode_network_latency.yaml │ │ │ │ ├── chaos_minio_network_latency.yaml │ │ │ │ ├── chaos_proxy_network_latency.yaml │ │ │ │ ├── chaos_pulsar_network_latency.yaml │ │ │ │ ├── chaos_querycoord_network_latency.yaml │ │ │ │ ├── chaos_querynode_network_latency.yaml │ │ │ │ ├── chaos_rootcoord_network_latency.yaml │ │ │ │ └── testcases.yaml │ │ │ ├── network_partition │ │ │ │ ├── chaos_datacoord_network_partition.yaml │ │ │ │ ├── chaos_datanode_network_partition.yaml │ │ │ │ ├── chaos_etcd_network_partition.yaml │ │ │ │ ├── chaos_indexcoord_network_partition.yaml │ │ │ │ ├── chaos_indexnode_network_partition.yaml │ │ │ │ ├── chaos_minio_network_partition.yaml │ │ │ │ ├── chaos_proxy_network_partition.yaml │ │ │ │ ├── chaos_pulsar_network_partition.yaml │ │ │ │ ├── chaos_querycoord_network_partition.yaml │ │ │ │ ├── chaos_querynode_network_partition.yaml │ │ │ │ ├── chaos_rootcoord_network_partition.yaml │ │ │ │ └── testcases.yaml │ │ │ ├── pod_failure │ │ │ │ ├── chaos_allcluster_pod_failure.yaml │ │ │ │ ├── chaos_allstandalone_pod_failure.yaml │ │ │ │ ├── chaos_datacoord_pod_failure.yaml │ │ │ │ ├── chaos_datanode_pod_failure.yaml │ │ │ │ ├── chaos_etcd_pod_failure.yaml │ │ │ │ ├── chaos_indexcoord_pod_failure.yaml │ │ │ │ ├── chaos_indexnode_pod_failure.yaml │ │ │ │ ├── chaos_kafka_pod_failure.yaml │ │ │ │ ├── chaos_minio_pod_failure.yaml │ │ │ │ ├── chaos_mixcoord_pod_failure.yaml │ │ │ │ ├── chaos_proxy_pod_failure.yaml │ │ │ │ ├── chaos_pulsar_pod_failure.yaml │ │ │ │ ├── chaos_querycoord_pod_failure.yaml │ │ │ │ ├── chaos_querynode_pod_failure.yaml │ │ │ │ ├── chaos_rootcoord_pod_failure.yaml │ │ │ │ ├── chaos_standalone_pod_failure.yaml │ │ │ │ ├── chaos_streamingnode_pod_failure.yaml │ │ │ │ └── testcases.yaml │ │ │ ├── pod_kill │ │ │ │ ├── chaos_allcluster_pod_kill.yaml │ │ │ │ ├── chaos_allstandalone_pod_kill.yaml │ │ │ │ ├── chaos_datacoord_pod_kill.yaml │ │ │ │ ├── chaos_datanode_pod_kill.yaml │ │ │ │ ├── chaos_etcd_pod_kill.yaml │ │ │ │ ├── chaos_indexcoord_pod_kill.yaml │ │ │ │ ├── chaos_indexnode_pod_kill.yaml │ │ │ │ ├── chaos_kafka_pod_kill.yaml │ │ │ │ ├── chaos_minio_pod_kill.yaml │ │ │ │ ├── chaos_mixcoord_pod_kill.yaml │ │ │ │ ├── chaos_proxy_pod_kill.yaml │ │ │ │ ├── chaos_pulsar_pod_kill.yaml │ │ │ │ ├── chaos_querycoord_pod_kill.yaml │ │ │ │ ├── chaos_querynode_pod_kill.yaml │ │ │ │ ├── chaos_rootcoord_pod_kill.yaml │ │ │ │ ├── chaos_standalone_pod_kill.yaml │ │ │ │ ├── chaos_streamingnode_pod_kill.yaml │ │ │ │ └── testcases.yaml │ │ │ └── template │ │ │ │ ├── pod-failure-by-pod-list.yaml │ │ │ │ └── pod-kill-by-pod-list.yaml │ │ ├── chaos_test.sh │ │ ├── checker.py │ │ ├── cluster-values.yaml │ │ ├── config │ │ │ └── multi_replicas_chaos.yaml │ │ ├── conftest.py │ │ ├── constants.py │ │ ├── one-pod-standalone-values.yaml │ │ ├── requirements.txt │ │ ├── run.sh │ │ ├── scripts │ │ │ ├── get_all_collections.py │ │ │ ├── hello_milvus.py │ │ │ ├── install_milvus.sh │ │ │ ├── install_milvus_cluster.sh │ │ │ ├── install_milvus_standalone.sh │ │ │ ├── modify_config.sh │ │ │ ├── uninstall_milvus.sh │ │ │ ├── uninstall_milvus_for_operator.sh │ │ │ ├── verify_all_collections.py │ │ │ └── workflow_analyse.py │ │ ├── standalone-values.yaml │ │ ├── test_chaos.py │ │ ├── test_chaos_apply.py │ │ ├── test_chaos_apply_to_coord.py │ │ ├── test_chaos_apply_to_determined_pod.py │ │ ├── test_chaos_bulk_insert.py │ │ ├── test_chaos_data_consist.py │ │ ├── test_chaos_memory_stress.py │ │ ├── test_chaos_multi_replicas.py │ │ ├── test_load_with_checker.py │ │ └── testcases │ │ │ ├── test_all_checker_operation.py │ │ │ ├── test_all_collections_after_chaos.py │ │ │ ├── test_chaos_resource_group.py │ │ │ ├── test_concurrent_operation.py │ │ │ ├── test_concurrent_operation_for_multi_tenancy.py │ │ │ ├── test_data_persistence.py │ │ │ ├── test_get_collections.py │ │ │ ├── test_single_request_operation.py │ │ │ ├── test_single_request_operation_for_standby.py │ │ │ └── test_verify_all_collections.py │ ├── check │ │ ├── func_check.py │ │ └── param_check.py │ ├── common │ │ ├── bulk_insert_data.py │ │ ├── code_mapping.py │ │ ├── common_func.py │ │ ├── common_params.py │ │ ├── common_type.py │ │ ├── constants.py │ │ ├── cus_resource_opts.py │ │ ├── milvus_sys.py │ │ ├── minio_comm.py │ │ ├── phrase_match_generator.py │ │ └── text_generator.py │ ├── config │ │ └── log_config.py │ ├── conftest.py │ ├── customize │ │ ├── README.md │ │ ├── milvus_operator.py │ │ ├── template │ │ │ ├── default.yaml │ │ │ └── minimum.yaml │ │ ├── test_customize_segment_size.py │ │ └── test_simd_compat.py │ ├── data_verify │ │ ├── multi_thread_checker.py │ │ ├── requirements.txt │ │ └── verify.py │ ├── deploy │ │ ├── README.md │ │ ├── __init__.py │ │ ├── base.py │ │ ├── check_healthy.sh │ │ ├── cluster-values.yaml │ │ ├── cluster │ │ │ └── docker-compose.yml │ │ ├── common.py │ │ ├── conftest.py │ │ ├── milvus_crd.yaml │ │ ├── monitor_rolling_update.py │ │ ├── requirements.txt │ │ ├── run.sh │ │ ├── scripts │ │ │ ├── action_after_reinstall.py │ │ │ ├── action_after_upgrade.py │ │ │ ├── action_before_reinstall.py │ │ │ ├── action_before_upgrade.py │ │ │ ├── breakdown_rolling_update.py │ │ │ ├── first_recall_test.py │ │ │ ├── get_tag.py │ │ │ ├── second_recall_test.py │ │ │ └── utils.py │ │ ├── standalone-values.yaml │ │ ├── standalone │ │ │ └── docker-compose.yml │ │ ├── test.sh │ │ ├── testcases │ │ │ ├── test_action_after_reinstall.py │ │ │ ├── test_action_before_reinstall.py │ │ │ ├── test_action_first_deployment.py │ │ │ ├── test_action_second_deployment.py │ │ │ └── test_get_all_collections.py │ │ └── utils.sh │ ├── graphs │ │ ├── chaos_test_flow_chart.jpg │ │ ├── module_call_diagram.jpeg │ │ ├── module_call_diagram.jpg │ │ └── sdk_test_flow_chart.jpg │ ├── load │ │ └── README.md │ ├── loadbalance │ │ └── test_auto_load_balance.py │ ├── milvus_client │ │ ├── expressions │ │ │ ├── README.md │ │ │ └── test_milvus_client_scalar_filtering.py │ │ ├── test_add_field_feature.py │ │ ├── test_milvus_client_alias.py │ │ ├── test_milvus_client_alter.py │ │ ├── test_milvus_client_analyzer.py │ │ ├── test_milvus_client_collection.py │ │ ├── test_milvus_client_compact.py │ │ ├── test_milvus_client_data_integrity.py │ │ ├── test_milvus_client_data_integrity_new.py │ │ ├── test_milvus_client_database.py │ │ ├── test_milvus_client_delete.py │ │ ├── test_milvus_client_geometry.py │ │ ├── test_milvus_client_hybrid_search.py │ │ ├── test_milvus_client_index.py │ │ ├── test_milvus_client_insert.py │ │ ├── test_milvus_client_json_path_index.py │ │ ├── test_milvus_client_partial_update.py │ │ ├── test_milvus_client_partition.py │ │ ├── test_milvus_client_query.py │ │ ├── test_milvus_client_rbac.py │ │ ├── test_milvus_client_search.py │ │ ├── test_milvus_client_search_iterator.py │ │ ├── test_milvus_client_struct_array.py │ │ ├── test_milvus_client_timestamptz.py │ │ └── test_milvus_client_upsert.py │ ├── milvus_client_v2 │ │ ├── test_milvus_client_alias_v2.py │ │ ├── test_milvus_client_e2e.py │ │ ├── test_milvus_client_hybrid_search_v2.py │ │ ├── test_milvus_client_range_search.py │ │ ├── test_milvus_client_search_array.py │ │ ├── test_milvus_client_search_diskann.py │ │ ├── test_milvus_client_search_group_by.py │ │ ├── test_milvus_client_search_invalid.py │ │ ├── test_milvus_client_search_iterator_v2.py │ │ ├── test_milvus_client_search_json.py │ │ ├── test_milvus_client_search_load.py │ │ ├── test_milvus_client_search_none_default.py │ │ ├── test_milvus_client_search_pagination.py │ │ ├── test_milvus_client_search_string.py │ │ ├── test_milvus_client_search_text_match.py │ │ ├── test_milvus_client_search_v2.py │ │ ├── test_milvus_client_search_v2_new.py │ │ ├── test_milvus_client_sparse_search.py │ │ └── test_milvus_client_ttl.py │ ├── pytest.ini │ ├── rate_limit │ │ └── test_rate_limit.py │ ├── requirements.txt │ ├── resource_group │ │ ├── conftest.py │ │ ├── test_channel_exclusive_balance.py │ │ └── test_resource_group.py │ ├── rolling_upgrade │ │ ├── README.md │ │ ├── conftest.py │ │ ├── milvus_crd │ │ │ ├── milvus_crd.yaml │ │ │ └── milvus_mixcoord_crd.yaml │ │ ├── monitor_rolling_update.py │ │ ├── test_rolling_update_by_default.py │ │ ├── test_rolling_update_one_by_one.py │ │ └── testcases │ │ │ ├── test_concurrent_request_operation_for_rolling_update.py │ │ │ └── test_single_request_operation_for_rolling_update.py │ ├── run.sh │ ├── scale │ │ ├── README.md │ │ ├── constants.py │ │ ├── scale_common.py │ │ ├── test_data_node_scale.py │ │ ├── test_index_node_scale.py │ │ ├── test_proxy_scale.py │ │ └── test_query_node_scale.py │ ├── standby │ │ ├── cluster-values.yaml │ │ └── scripts │ │ │ ├── install_milvus.sh │ │ │ ├── install_milvus_cluster.sh │ │ │ ├── install_milvus_standalone.sh │ │ │ └── uninstall_milvus.sh │ ├── testcases │ │ ├── async_milvus_client │ │ │ ├── test_collection_async.py │ │ │ ├── test_e2e_async.py │ │ │ ├── test_index_async.py │ │ │ └── test_partition_async.py │ │ ├── indexes │ │ │ ├── idx_diskann.py │ │ │ ├── idx_hnsw.py │ │ │ ├── idx_ivf_rabitq.py │ │ │ ├── idx_ngram.py │ │ │ ├── test_diskann.py │ │ │ ├── test_hnsw.py │ │ │ ├── test_ivf_rabitq.py │ │ │ └── test_ngram.py │ │ ├── stability │ │ │ └── test_restart.py │ │ ├── test_alias.py │ │ ├── test_bulk_insert.py │ │ ├── test_collection.py │ │ ├── test_compaction.py │ │ ├── test_concurrent.py │ │ ├── test_connection.py │ │ ├── test_database.py │ │ ├── test_delete.py │ │ ├── test_e2e.py │ │ ├── test_field_partial_load.py │ │ ├── test_full_text_search.py │ │ ├── test_high_level_api.py │ │ ├── test_index.py │ │ ├── test_insert.py │ │ ├── test_issues.py │ │ ├── test_mix_scenes.py │ │ ├── test_partition.py │ │ ├── test_partition_key.py │ │ ├── test_partition_key_isolation.py │ │ ├── test_phrase_match.py │ │ ├── test_query.py │ │ ├── test_query_iterator.py │ │ ├── test_resourcegroup.py │ │ ├── test_text_embedding_function_e2e.py │ │ └── test_utility.py │ └── utils │ │ ├── api_request.py │ │ ├── util_birdwatcher.py │ │ ├── util_common.py │ │ ├── util_fts.py │ │ ├── util_k8s.py │ │ ├── util_log.py │ │ ├── util_pymilvus.py │ │ └── wrapper.py ├── restful_client │ ├── README.md │ ├── api │ │ └── milvus.py │ ├── base │ │ ├── error_code_message.py │ │ └── testbase.py │ ├── config │ │ └── log_config.py │ ├── conftest.py │ ├── pytest.ini │ ├── requirements.txt │ ├── testcases │ │ ├── test_collection_operations.py │ │ ├── test_restful_sdk_mix_use_scenario.py │ │ └── test_vector_operations.py │ └── utils │ │ ├── constant.py │ │ ├── util_log.py │ │ └── utils.py ├── restful_client_v2 │ ├── README.md │ ├── api │ │ └── milvus.py │ ├── base │ │ └── testbase.py │ ├── config │ │ └── log_config.py │ ├── conftest.py │ ├── pytest.ini │ ├── requirements.txt │ ├── testcases │ │ ├── test_alias_operation.py │ │ ├── test_collection_operations.py │ │ ├── test_database_operation.py │ │ ├── test_embedding_rerank_function.py │ │ ├── test_index_operation.py │ │ ├── test_jobs_operation.py │ │ ├── test_partial_update.py │ │ ├── test_partition_operation.py │ │ ├── test_restful_sdk_mix_use_scenario.py │ │ ├── test_role_operation.py │ │ ├── test_timestamptz.py │ │ ├── test_user_operation.py │ │ └── test_vector_operations.py │ └── utils │ │ ├── constant.py │ │ ├── util_log.py │ │ └── utils.py └── scripts │ ├── breakdown_rolling_update.py │ ├── ci-util-4am.sh │ ├── ci-util.sh │ ├── ci_e2e.sh │ ├── ci_e2e_4am.sh │ ├── ci_e2e_4am_without_restful.sh │ ├── ci_e2e_with_restful.sh │ ├── ci_logs.sh │ ├── docker_image_find_tag.sh │ ├── e2e-k8s.sh │ ├── e2e-restful.sh │ ├── e2e.sh │ ├── export_log_docker.sh │ ├── export_log_k8s.sh │ ├── export_log_k8s_for_operator.sh │ ├── export_logs.sh │ ├── export_pprof_goroutine.sh │ ├── get_author_email.sh │ ├── get_etcd_info.sh │ ├── get_helm_chart_version_by_app_version.py │ ├── get_image_tag_by_short_name.py │ ├── get_release_name.sh │ ├── install_milvus.sh │ ├── prepare_e2e.sh │ ├── qa │ ├── ci_logs.sh │ └── uninstall_milvus.sh │ ├── restful-data │ ├── create-collection.json │ ├── insert-data.json │ └── search-book-intro.json │ ├── uninstall_milvus.sh │ └── values │ ├── ci │ ├── nightly-one-pod.yaml │ ├── nightly.yaml │ ├── pr-4am.yaml │ ├── pr-arm.yaml │ ├── pr-gpu.yaml │ └── pr.yaml │ ├── kafka.yaml │ ├── nightly.yaml │ ├── pr.yaml │ ├── pulsar.yaml │ └── qa │ └── pr.yaml └── tools └── check └── revive.toml /.clang-format: -------------------------------------------------------------------------------- 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