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… tests (apache#1433) * [refactor(runtime)] redesign component registry and loading * [fix(config)] apply defaults for composite schemas * [fix(server)] bind default host to all interfaces * [docs(paths)] normalize local project references * [chore(repo)] clean local workflow artifacts * [refactor(rag)]modularize subcomponents and option pipeline * [refactor(tools)]bind tool managers to runtime components * [feat(models)]register actions and refresh default embeddings * [feat(agent)]simplify react stages and align prompt contracts * [docs(ai)]refresh readme/proposals/todo/checklist assets * [docs(ai)] delete redundant docs and link wiki website
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Pull request overview
This PR refactors the AI module’s configuration/runtime/component wiring, expands the RAG + tools integration (including query-processing utilities), and updates prompts/tests/docs to match the new behavior.
Changes:
- Refactors config loading to group components by type and tightens JSON schema validation/default injection (incl. composite schema handling).
- Reworks tools initialization to depend on RAG + memory via runtime, adds internal retrieval tool, and updates agent flows/prompts accordingly.
- Adds new RAG subpackages (retrievers/indexers/rerankers/query/mergers), Milvus/Pinecone-related scaffolding, and broad test/doc updates.
Reviewed changes
Copilot reviewed 91 out of 95 changed files in this pull request and generated 1 comment.
Show a summary per file
| File | Description |
|---|---|
| ui-vue3/src/main.ts | Fixes import formatting. |
| ai/testutils/fixtures.go | Updates fixtures to match config key renames/formatting. |
| ai/test/models.md | Replaces machine-specific paths with repo-root relative commands. |
| ai/stub/etcd-server-v3/server/v3/etcdserver.go | Adds stub etcd server types to avoid heavy etcd dependency conflicts. |
| ai/stub/etcd-server-v3/go.sum | Adds stub module checksums. |
| ai/stub/etcd-server-v3/go.mod | Adds stub module with Go version + minimal deps. |
| ai/schema/react.go | Documents concurrency risk for a global counter. |
| ai/schema/json/main.schema.json | Narrows schema for additionalProperties to strings only. |
| ai/schema/json/agent.schema.json | Renames required field from default_model to model. |
| ai/schema/json/REQUIRED_FIELDS.md | Updates required-field docs for model rename. |
| ai/schema/json/README.md | Fixes local absolute links to repo-relative links. |
| ai/runtime/test/runtime_test.go | Adds runtime tests for component registration, lookup by type/name, and snapshots. |
| ai/prompts/weatherPrompt.prompt | Removes prompt fixture. |
| ai/prompts/menuPrompt.prompt | Removes prompt fixture. |
| ai/prompts/agentTool.txt | Removes old tool-stage prompt. |
| ai/prompts/agentThink.txt | Simplifies think-stage instructions and constraints. |
| ai/prompts/agentObserve.txt | Simplifies observe-stage contract and adds strict latest-turn/language rules. |
| ai/prompts/agentFeedback.txt | Removes feedback-stage prompt. |
| ai/prompts/agentAct.txt | Replaces generic prompt with tool-selection policies. |
| ai/main.go | Reorders factory registration and replaces stop loop with StopAll(). |
| ai/config/test/loader_test.go | Adds coverage for grouped components + oneOf default injection + agent key rename. |
| ai/config/loader.go | Refactors loader to return LoadedConfig directly and group components by type. |
| ai/config/jsonschema.go | Extends default injection to handle allOf/oneOf/anyOf and clones defaults. |
| ai/component/tools/test/mock_tools_test.go | Adds mock tool call test via new Call() signature. |
| ai/component/tools/test/memory_test.go | Adds tests for RAG tool input + default options behavior. |
| ai/component/tools/test/engine_tools_test.go | Adds validation tests for new InternalToolManager ctor. |
| ai/component/tools/test/component_init_test.go | Adds init tests for RAG dependency enforcement in ToolsComponent. |
| ai/component/tools/engine/tools.go | Simplifies Call() and refactors InternalToolManager to use runtime deps. |
| ai/component/tools/engine/mock_tools.go | Refactors mock tools definition to accept runtime. |
| ai/component/tools/engine/memory_tools.go | Adds memory + RAG retrieval tools. |
| ai/component/tools/engine/memory.go | Removes old memory tool implementation. |
| ai/component/tools/engine/mcp.go | Refactors MCP manager to accept runtime and registers MCP tools into Genkit. |
| ai/component/tools/component.go | Removes direct memory history dependency; injects names; uses new managers. |
| ai/component/server/server.yaml | Changes server binding host to 0.0.0.0. |
| ai/component/server/component.go | Adds instance naming support. |
| ai/component/rag/test/retrieval_test.go | Adds (skipped) end-to-end retrieval test scaffolding + mock score demo. |
| ai/component/rag/test/milvus_retriever_test.go | Adds Milvus retriever tests (env-gated). |
| ai/component/rag/test/milvus_indexer_test.go | Adds Milvus indexer tests (env-gated). |
| ai/component/rag/retrievers/local.go | Introduces local retriever implementation in new subpackage. |
| ai/component/rag/retriever.go | Refactors Pinecone retriever and removes old dev retriever implementation. |
| ai/component/rag/rerankers/cohere.go | Adds Cohere reranker implementation under new subpackage + shared types. |
| ai/component/rag/rerank.go | Removes old rerank implementation. |
| ai/component/rag/rag.yaml | Documents available indexer/retriever types and adds query_processor config. |
| ai/component/rag/query/rewrite.go | Adds query rewrite step implementation. |
| ai/component/rag/query/processor.go | Adds query processing layer abstraction and configuration. |
| ai/component/rag/query/legacy.go | Adds backward-compatible QueryProcessor wrapper. |
| ai/component/rag/query/intent.go | Adds intent classification step. |
| ai/component/rag/query/hyde.go | Adds HyDE step implementation. |
| ai/component/rag/query/factory.go | Adds YAML/spec factory for query layers and prompt builder utilities. |
| ai/component/rag/query/expansion.go | Adds query expansion step. |
| ai/component/rag/preprocessor.go | Renames/makes preprocessor constructors public and changes package. |
| ai/component/rag/parser.go | Renames/makes parser constructors public and changes package. |
| ai/component/rag/options.go | Splits/aliases retrieve vs rerank options and adds new retrieve option funcs. |
| ai/component/rag/mergers/weighted.go | Adds weighted-score merge strategy. |
| ai/component/rag/mergers/rrf.go | Adds reciprocal-rank-fusion merge strategy. |
| ai/component/rag/mergers/normalize.go | Adds score normalization utilities. |
| ai/component/rag/mergers/factory.go | Adds merger factory + common interface. |
| ai/component/rag/mergers/concat.go | Adds concat + dedup merge strategy. |
| ai/component/rag/loader.go | Renames loader constructor public, changes package, and injects file metadata. |
| ai/component/rag/indexers/pinecone.go | Introduces Pinecone indexer implementation in new subpackage. |
| ai/component/rag/indexers/local.go | Introduces local indexer implementation in new subpackage. |
| ai/component/rag/indexer.go | Removes old indexer implementation from root package. |
| ai/component/rag/factory.go | Refactors RAG factory to use new subpackages and adds BuildRAGFromSpecV2. |
| ai/component/rag/config.go | Adds query_processor + Milvus spec structs and new retrieval API types. |
| ai/component/rag/component.go | Refactors subcomponents, reranker integration, and adds query processor component wiring. |
| ai/component/models/test/models_test.go | Updates default embedding model in tests. |
| ai/component/models/models.yaml | Updates defaults and lists additional chat models. |
| ai/component/models/config.go | Updates default embedding model. |
| ai/component/models/component.go | Registers models/embedders as actions and optionally adds Pinecone plugin. |
| ai/component/memory/component.go | Adds instance naming support. |
| ai/component/logger/component.go | Adds instance naming support. |
| ai/component/agent/react/test/workflow_test.go | Updates ActFlow behavior expectations and signature. |
| ai/component/agent/react/test/flow_test.go | Updates agent spec key from default_model to model. |
| ai/component/agent/react/react.go | Refactors stages (removes feedback), improves tool list prompt, and updates Act/Observe flows. |
| ai/component/agent/react/factory.go | Updates agent factory to use cfg.Model. |
| ai/component/agent/react/config.go | Renames default_model to model and removes feedback stage support. |
| ai/component/agent/react/component.go | Renames field, adds instance naming support, and uses Model. |
| ai/component/agent/agent.yaml | Updates agent config (model and stage names) and removes feedback stage. |
| ai/component/agent/agent.go | Emits stage progress messages to user response channel. |
| ai/cmd/index.go | Builds RAG via component factory/runtime rather than direct builder. |
| ai/README.md | Replaces README content with a short description + wiki link. |
| ai/.gitignore | Adds additional local tooling files and docs to ignore list. |
| .gitignore | Adds .env patterns at repo root. |
Comments suppressed due to low confidence (6)
ai/stub/etcd-server-v3/server/v3/etcdserver.go:1
- Serve() returning a nil channel can cause callers that range/select on it to block indefinitely. Return a closed channel (or a buffered channel with an optional error) to preserve non-blocking shutdown semantics for stub consumers.
ai/component/tools/engine/tools.go:1 - If a tool returns a map that contains only {"result": ...} (no tool_name/summary), this code falls through to mapstructure.Decode and will likely produce an empty ToolName, making downstream handling ambiguous. Consider always setting toolOutput.ToolName=toolName when rawMap lacks tool_name (and optionally default Summary) before/after decoding, or wrapping whenever tool_name is missing.
ai/schema/json/main.schema.json:1 - This schema change removes the previously-allowed array-of-strings form for component paths. If any existing configs relied on multiple component instances via an array, they will now fail validation. If backward compatibility is required, restore the prior oneOf (string | string[]) and update the loader to accept both forms.
ai/component/server/server.yaml:1 - Binding the server to 0.0.0.0 by default exposes it on all interfaces, which is unsafe for local/dev environments and can unintentionally publish the service. Prefer keeping localhost as the default and making 0.0.0.0 an explicit opt-in via config/environment for deployments.
ai/component/rag/test/milvus_retriever_test.go:1 - rtv.Close() is deferred twice. If Close() is not idempotent, this can cause flakiness or panic. Remove the duplicate defer so the retriever is closed exactly once.
ai/component/tools/engine/memory_tools.go:1 - The error message uses 'sessionID' but the JSON field is session_id. Using the external field name in errors makes it easier for callers to fix input (e.g., "session_id is required").
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| } | ||
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| // Get the genkit registry from runtime | ||
| g := rt.GetRegistry() |
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rt.GetRegistry() is inconsistent with the rest of the codebase (which uses rt.GetGenkitRegistry()) and is likely not a Runtime API, leading to a compile error. Use rt.GetGenkitRegistry() here (and remove the unused registry holder plumbing) so query_processor initialization uses the same registry instance.
Suggested change
| g := rt.GetRegistry() | |
| g := rt.GetGenkitRegistry() |
…ath retrieval and refactor (apache#1458) * refactor(ai): reorganize RAG components with multi-path retrieval and merge - Reorganize RAG components into indexers, retrievers, loaders, mergers, rerankers, and query packages - Add Milvus multi-path retrieval support (Dense, BM25 Sparse, Hybrid) - Add RRF (Reciprocal Rank Fusion) merge layer with deduplication - Add score normalization strategies (MinMax, ZScore, Rank, Softmax, Sigmoid, Log) - Add comprehensive Milvus unit tests and E2E workflow tests - Fix deduplication to handle documents without IDs using content hash - Fix Milvus SDK dependency compatibility with Go 1.25+ Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * feat(ai): enhance RAG with query rewrite, multi-path retrieval and merge - Add query rewrite processor for enhanced query optimization - Implement multi-path retrieval with merge capabilities - Add comprehensive E2E tests for RAG workflows - Enable query processor by default in config - Add RAG test helpers and utilities Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * chore: add AI_CHANGES_SUMMARY.md to gitignore * chore: remove AI_CHANGES_SUMMARY.md --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
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…#1470) * feat: informer general framework and engine/discovery interface definition (apache#1314) * feat: informer general framework and engine/discovery interface definition * fix: ci problem; directory and dependency tidy (apache#1320) * fix: ci probelm; diretory and dependency tidy * fix: lack license header * rm: remove redundant file * ci(makefile): add makefile for ci (apache#1322) * ci(makefile): add makefile for ci * style(ci): rename dubbo-admin ci * delete unused ci (apache#1326) * fix: refractor web handler and service to fix compile error; (apache#1325) * fix: refractor web handler and service to fix compile error; * feat: support memory type of store (apache#1332) * feat: support memory type of store * fix: muilti indexes should use intersecection * simplify code Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * refractor: GetByKeys return a list instead of map --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * feat: support kubernetes as a backend engine (apache#1340) * feat: implement runtime engine using kubernetes * feat: Defined a unified error (apache#1353) * feat: unified error code; separate application handler and service into parts * fix: license header lack * fix: copilot review err fix * fix: simplify the if-else condition * chore: rename Error() to String() * chore: add extra String() in Error * feat: 新增listMeshes接口 * fix: copilot review * Implment Counter in local cache (apache#1345) * fix: update response interceptor to handle success and error messages more accurately (apache#1355) * feat(UI): Support multiple registries (apache#1356) * feat(apache#1352): Support multiple registries: add registry select box and refresh main area on change * doc(build): build ui * fix(apache#1352): Set first available mesh after login when no mesh is set * doc(build): build ui * fix(conflict) * doc(build): build ui * feat: implement mysql and postgresql store for resources (apache#1360) * feat: implement mysql and postgresql store for resources * fix some issues * ut: add some test cases * fix: dynamic table name * feat: implements discovery backend by nacos (apache#1367) * feat: support nacos2 to do discovery * refractor: abstract nacos and nacos service * fix: unit test and license header * fix: copilot review problem * chore: remove redundant code * fix counter bug (apache#1369) * fix: add indexer before init cause npe (apache#1372) * fix: add indexer before init cause npe * fix: unit test * Fix: Redirect to login page when receiving 401 unauthorized response from API (apache#1373) * feat: enhance error handling for unauthorized access and improve toast messages * feat: enhance error handling for unauthorized access and improve toast messages * fix: correct syntax error in response interceptor for redirect handling * Update ui-vue3/src/base/http/request.ts Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * feat: add YAML and XML editor components, update index references, and enhance error logging - Introduced new JavaScript files for YAML and XML syntax highlighting and editing capabilities. - Added a new component for updating YAML configurations with a structured editor interface. - Updated the index.html to reference the new JavaScript bundle for improved functionality. - Enhanced the HTTP request module to log errors during redirection on 401 responses for better debugging. --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * feat: implement discovery backend by zk (apache#1371) * feat: implements discovery backend by zk * feat: support components to start in dependency order (apache#1370) * feat: support components to start in dependency order * imporve * fix * fix error import * release changelog (apache#1376) * changelog * chore: rename refactor to enhancements * refactor: 🎨 Optimize UI styles and search functionality (apache#1379) * feat: enhance error handling for unauthorized access and improve toast messages * feat: enhance error handling for unauthorized access and improve toast messages * fix: correct syntax error in response interceptor for redirect handling * Update ui-vue3/src/base/http/request.ts Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * feat: add YAML and XML editor components, update index references, and enhance error logging - Introduced new JavaScript files for YAML and XML syntax highlighting and editing capabilities. - Added a new component for updating YAML configurations with a structured editor interface. - Updated the index.html to reference the new JavaScript bundle for improved functionality. - Enhanced the HTTP request module to log errors during redirection on 401 responses for better debugging. * docs: Only supports exact matching; remove the "prefix search" function from the placeholder (background word) * docs: All sorting indicators for lists are initially hidden, including but not limited to the list pages for applications, instances, services, and traffic management * refactor: 🎨 Optimize the styles of some tables and adapt to backend changes * docs: api baseurl --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * feat(ui): Enhance service metrics display and optimize table UI styles (apache#1383) * build: Optimize the styles of some tables, adapt to backend changes, format the code, and package it * chore: remove PR_DESCRIPTION.md file as it is no longer needed * fix: update routing rule handling updated routing rule handling to use constants for HTTP status codes in various components. * build: build & format * feat: enhance error handling and data loading in various components (apache#1385) * build: Optimize the styles of some tables, adapt to backend changes, format the code, and package it * chore: remove PR_DESCRIPTION.md file as it is no longer needed * fix: update routing rule handling updated routing rule handling to use constants for HTTP status codes in various components. * build: build & format * feat: enhance error handling and data loading in various components - Added a silent error handling mechanism for specific URLs in the HTTP request module to suppress error messages. - Refactored data loading logic in sceneConfig.vue to load configuration data based on the selected tab, improving user experience. - Updated YAMLView.vue and other components to remove unused button code and optimize imports, enhancing code clarity and maintainability. - Improved error handling in routingRule and dynamicConfig components to ensure better user feedback and debugging. * feat: add new components and enhance YAML and XML editing capabilities - Introduced new JavaScript files for YAML and XML syntax highlighting and editing. - Added components for updating YAML configurations with structured editor interfaces. - Updated index.html to reference new JavaScript bundles for improved functionality. - Enhanced error handling and logging in various components for better debugging. - Removed unused code and optimized imports in YAMLView and related components. * feat: fix console bugs and makes console functions effective (apache#1378) * fix: console interfaces;feat: implements governor using zk and nacos * fix: instance subscriber * fix: unit-test * fix: rules search * resolve conflicts * fix: backend bugs * fix: rule handler and service refactor * fix: config error andd field mapping * fix: rename msg to message * fix: wrap prometheus error * fix ci * feat: add deploy manifests and fix metric and trace dashboard bugs (apache#1387) * feat: add monitoring/dubbo-samples-shop/dubbo-system resources * fix: metric, trace dashboard bug * Fix: Address the admin issues before the release (apache#1391) * build: Optimize the styles of some tables, adapt to backend changes, format the code, and package it * chore: remove PR_DESCRIPTION.md file as it is no longer needed * fix: update routing rule handling updated routing rule handling to use constants for HTTP status codes in various components. * build: build & format * feat: enhance error handling and data loading in various components - Added a silent error handling mechanism for specific URLs in the HTTP request module to suppress error messages. - Refactored data loading logic in sceneConfig.vue to load configuration data based on the selected tab, improving user experience. - Updated YAMLView.vue and other components to remove unused button code and optimize imports, enhancing code clarity and maintainability. - Improved error handling in routingRule and dynamicConfig components to ensure better user feedback and debugging. * feat: add new components and enhance YAML and XML editing capabilities - Introduced new JavaScript files for YAML and XML syntax highlighting and editing. - Added components for updating YAML configurations with structured editor interfaces. - Updated index.html to reference new JavaScript bundles for improved functionality. - Enhanced error handling and logging in various components for better debugging. - Removed unused code and optimized imports in YAMLView and related components. * feat: enhance UI components and improve error handling - Added global styles for clickable links in tables to improve user interaction. - Updated routing logic to utilize a dynamic header parameter key for better flexibility. - Enhanced error handling in HTTP requests to suppress messages for specific URLs. - Improved internationalization by adding new translation keys for 'Ready Time' in both English and Chinese. - Refactored various components to optimize code structure and maintainability, including updates to YAML and form views. - Adjusted table and form layouts for better responsiveness and user experience. * refactor: streamline component code and enhance condition handling - Simplified iframe rendering in GrafanaPage.vue for improved readability. - Added checks in ConfigModel.ts to skip undefined keys in matches and parameters. - Optimized YAMLView.vue by condensing MonacoEditor properties for better clarity. - Cleared default request and address matching arrays in formView.vue for cleaner initialization. - Enhanced condition parsing and merging logic in updateByFormView.vue to improve maintainability and readability. * build: build admin * fix: add Apache License headers to YAML files in release/kubernetes (apache#1393) * feat: enhance UI components, improve error handling, and add routing rule management (apache#1394) * build: Optimize the styles of some tables, adapt to backend changes, format the code, and package it * chore: remove PR_DESCRIPTION.md file as it is no longer needed * fix: update routing rule handling updated routing rule handling to use constants for HTTP status codes in various components. * build: build & format * feat: enhance error handling and data loading in various components - Added a silent error handling mechanism for specific URLs in the HTTP request module to suppress error messages. - Refactored data loading logic in sceneConfig.vue to load configuration data based on the selected tab, improving user experience. - Updated YAMLView.vue and other components to remove unused button code and optimize imports, enhancing code clarity and maintainability. - Improved error handling in routingRule and dynamicConfig components to ensure better user feedback and debugging. * feat: add new components and enhance YAML and XML editing capabilities - Introduced new JavaScript files for YAML and XML syntax highlighting and editing. - Added components for updating YAML configurations with structured editor interfaces. - Updated index.html to reference new JavaScript bundles for improved functionality. - Enhanced error handling and logging in various components for better debugging. - Removed unused code and optimized imports in YAMLView and related components. * feat: enhance UI components and improve error handling - Added global styles for clickable links in tables to improve user interaction. - Updated routing logic to utilize a dynamic header parameter key for better flexibility. - Enhanced error handling in HTTP requests to suppress messages for specific URLs. - Improved internationalization by adding new translation keys for 'Ready Time' in both English and Chinese. - Refactored various components to optimize code structure and maintainability, including updates to YAML and form views. - Adjusted table and form layouts for better responsiveness and user experience. * refactor: streamline component code and enhance condition handling - Simplified iframe rendering in GrafanaPage.vue for improved readability. - Added checks in ConfigModel.ts to skip undefined keys in matches and parameters. - Optimized YAMLView.vue by condensing MonacoEditor properties for better clarity. - Cleared default request and address matching arrays in formView.vue for cleaner initialization. - Enhanced condition parsing and merging logic in updateByFormView.vue to improve maintainability and readability. * build: build admin * fix: improve error handling and UI updates in GrafanaPage and sceneConfig components - Added conditional checks in GrafanaPage.vue to ensure valid baseURL before constructing the Grafana URL. - Enhanced iframe loading logic to prevent errors when accessing undefined elements. - Updated service.vue to handle potential undefined values in versionGroups, ensuring robust data handling. - Refactored sceneConfig.vue to improve the user experience by adding a conditional rendering for parameter routes, including a message for empty configurations and a button for adding new routes. * refactor: Request to update the Grafana URL * build: build * ♻️ refactor: update route parameters to include name and make pathId/appName optional Update routing structure across instance and traffic management views to: - Add :name parameter to routes for better identification - Make :pathId and :appName optional parameters (with ?) - Affects instance detail, monitor, link tracking, and configuration tabs - Updates dynamic config, routing rule, and tag rule views accordingly This change provides more flexible routing and better resource identification. Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> * ✨ feat(routing): add routing rule list component and composable Add new RoutingRuleList component and useRoutingRule composable to manage routing rule configurations. Updates addByFormView and updateByFormView to integrate with the new components. Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> * build: format & build * ✨ feat(routing): enhance routing rule form with comprehensive i18n support Enhance routing rule form functionality with improved internationalization, user interface refinements, and better form handling. - Add comprehensive i18n translations for routing rule fields - Improve form layout and field descriptions - Enhance routing rule list component with better UX - Refactor routing rule composable for better maintainability - Update tab header slots for improved navigation Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> * build: format & build --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com> * Fix/console (apache#1397) * fix: create tag rule bug * refactor: config refactor; fix: fix console bugs * fix: instance disable traffic * fix: CI promblems * fix: typo * fix(ui): update footer copyright year to 2026 (apache#1396) * implement counter by key (apache#1390) * implement counter by key * chore: trigger CI * Fix counter initialization errors and mesh change detection logic --------- Co-authored-by: WyRainBow <your-email@example.com> * feat: kubernetes deployment manifests and docker file (apache#1410) * refactor: refactor dockerfile and implement dubbo-admin deployment * fix: deploy manifests * rm: remove useless files (apache#1416) * feat: implement distributed lock by gorm (apache#1432) * feat: add leader election for Discovery, Engine, Counter.(apache#1423) * feat: add leader election for Discovery and Engine components * fix: separate renew/acquire SQL and stop informers on demotion * feat: add leader election for Counter component * fix: resolve copilot review suggestion * fix: GormStore.Pool return value * Feat: Enhance service method retrieval and invocation features (apache#1429) * feat: add endpoint to retrieve service method names and corresponding request model * feat: add endpoint and logic to retrieve service method details * feat: trim whitespace from service name, mesh, group, version, and provider app name in ServiceMethodsReq * feat: enhance service method handling with overload support and signature retrieval * feat: add generic service invocation support * feat: refactor triple RPC instance selection to use a dedicated target struct * feat: remove obsolete service methods test file * feat: improve error handling in generic service invocation and add parameter count validation * feat: remove unnecessary variable and directly call service.InvokeServiceGeneric in ServiceGenericInvoke * feat: improve query validation by using strutil for blank checks and enhance service provider metadata indexing * feat: add endpoint to retrieve service provider instances and enhance request validation * feat: update service provider instance handling and improve request validation * feat: enhance generic service invocation with protocol and serialization support * feat: add normalization functions for JSON values in generic service invocation * feat: add normalization functions for JSON values in generic service invocation * feat: refine retry logic for service invocation failures * feat(ui-vue3): 添加 mock 数据支持，优化请求配置 - 添加环境变量 `VITE_MOCK_ENABLED` 用于启用 mock 数据模式 - 更新 `package.json` 脚本以添加 `dev:mock` 用于 mock 数据开发环境 - 新增 `mockLogin.ts` 文件，提供 mock 登录和登出接口 - 修改 `request.ts`，根据环境变量切换请求的 `baseURL` - 优化 `main.ts`，根据 mock 模式自动导入 mock API 并更新认证状态 * feat(ui-vue3): 新增 Axios 依赖和 mock 数据接口 - 新增 axios 作为 HTTP 客户端依赖 - 优化 mock 数据接口，包括应用指标、流量权重、灰度配置等 - 更新 package.json 文件以添加 axios 依赖 - 修改多个 mock 接口以适应新的架构和数据结构 * feat(api): 新增 mock 服务方法列表、详情及泛化调用接口 * feat(api): add front func * feat(ui-vue3): improve func empty description * feat(ui-vue3): code format * feat(api): update mock interface * feat(ui-vue3): add elapsed time display for service debug invoke * refactor: replace mockjs with MSW for API mocking Migrate from mockjs to Mock Service Worker (MSW) for a more realistic mock setup that intercepts at the network level. This eliminates the need for a separate mock baseURL and simplifies the mock architecture. - Remove mockjs dependency and all src/api/mock/* files - Add msw with browser worker and handler-based mock definitions - Move mock data to src/mocks/ with per-domain handler organization - Add shared API type definitions in src/types/api.ts - Simplify request.ts baseURL (always /api/v1, MSW handles interception) - Update main.ts mock initialization to use MSW worker * feat(api): refactor service request handling to use BaseServiceReq * feat(api): simplify service provider metadata lookup logic * feat(api): streamline service method resolution and metadata handling * feat(api): enhance ServiceGenericInvokeReq structure and streamline metadata handling * style(debug): format icon imports for improved readability * refactor(api): simplify splitGenericArrayType function by removing redundant checks * chore(deps): downgrade msw and related dependencies to version 2.11.6 * style(debug): improve debug tab UI with typography components and refined styles * style(debug): refine button and typography styles for improved consistency --------- Co-authored-by: 劳资蜀道山 <1493170339@qq.com> * feat: extend indexer with prefix matching and db persistence (apache#1422) * feat: extend indexer with prefix matching and db persistence * refactor: remove in-memory index from GormStore and add operator field * fix: copilot review suggestion and service panic * update * feat: unify and enhance the lifecycle of an instance (apache#1440) * feat: add lifecycle state management and color coding for instance statuses * feat: enhance instance lifecycle management with state derivation and UI updates * feat: improve resource handling in informer with enhanced error reporting * feat: enhance instance lifecycle logging with detailed merge and delete events * feat: implement ResourceKeyProvider interface for consistent key generation in informers * refactor: refactor instance resource handling and key function resolution in informers * refactor: remove unused deployState and registerState columns from instance table * feat: enhance runtime instance retrieval with improved matching logic and fallback handling * feat: improve runtime instance identification with enhanced error logging and filtering * feat: add pod watch selector and RPC port identifiers for improved service configuration * feat: add refresh button and localization support for improved user interaction * fix: fix lint * feat: enhance runtime instance retrieval with improved fallback handling and logging for ambiguous matches * fix: enhance instance lifecycle and deployment state management with new types and improved data handling * feat(eventbus): support per-subscriber async dispatch with graceful drain (apache#1455) * feat(eventbus): support per-subscriber async dispatch with graceful drain * refactor(config): unify AdminConfig method receivers as pointers * refactor(eventbus): move AsyncEnabled into Subscriber with docs * fix(config): keep read-only helpers on value receiver * refactor(config): unify AdminConfig receiver style * feat(mcp): add Model Context Protocol (MCP) server with HTTP transport and authentication ## Summary Implement Model Context Protocol (MCP) server for Dubbo Admin to enable AI integration through standardized tool interfaces. ## Key Features - **Modular Architecture**: Core components (server, registry, tools, transport, types) - **Comprehensive Tool Support**: 11 tools covering cluster info, service discovery, instance management, metrics, and application details - **Dual Transport Support**: - Stdio transport for local Claude Desktop integration - HTTP transport for remote connections with JSON-RPC 2.0 - **Security**: Optional Bearer Token authentication for HTTP endpoint ## Configuration ## Test plan - [x] Unit tests for core components - [x] Integration tests - [x] Manual testing with Claude Desktop Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Service/Application Dependency Graph Implement (apache#1460) * feat(ui): Added application and service topology mapping feature * style(ui-vue3): Add a minimum width to the login form and remove unnecessary blank lines * Feat: Add service and application topology graph APIs based on discussion apache#1398 * feat(api): add GraphServices endpoint for service-level topology Based on discussion apache#1398, use ServiceProviderMetadata and ServiceConsumerMetadata to return provider/consumer application relations as graph nodes and edges for AntV G6. * feat(api): add GraphApplications endpoint for application-level topology Traverse provider/consumer service relations to build application-level graph. Also add idx_service_consumer_service_key index to support efficient serviceKey queries. * feat(api): add graph models (GraphNode, GraphEdge, GraphData) in pkg/console/model/graph.go * feat(api): add ApplicationGraphReq, ServiceGraphReq and GetApplicationGraph, GetServiceGraph handlers * feat(router): register /application/graph and /service/graph routes * feat(api): fix error handling to use direct err pass-through instead of MeshNotFoundError * Feat: Enhance service metadata derivation and detail retrieval ([apache#1430](apache#1430)) * feat(api): replace Service.{providers,consumers,features} with {methods} field Simplify Service proto by removing providers, consumers, and features map, keeping only the aggregated methods list derived from provider metadata. * feat(api): derive Service resource from ServiceProviderMetadata on add/update/delete ServiceProviderMetadataEventSubscriber now maintains Service resources by aggregating methods from all provider instances sharing the same serviceKey. Handles add, update, and delete events to keep Service spec in sync. * feat(api): add language detection from provider metadata parameters Detect provider language (golang/java) from metadata parameters and method type signatures when explicit language field is absent. * feat(api): add GetServiceDetail endpoint returning language and methods Add GET /service/detail returning ServiceDetailResp with language and aggregated method names from the derived Service resource. * feat(api): add BuildServiceIdentityKey helper for {service}:{version}:{group} * feat(api): add ByServiceName index for ServiceKind * feat(api): refactor SearchServices to query ServiceResource directly SearchServices and SearchServicesByKeywords now use ServiceResource instead of ServiceProviderMetadataResource for service listing. * feat(api): remove providerAppName from ServiceSearchResp and ServiceTabDistributionReq * feat(api): add ServiceDetailReq and ServiceDetailResp models * feat(router): register /service/detail and /service/interfaces routes * feat(ui-vue3): remove providerAppName from grafana types and tab components * chore: Add G6 chart library and its dependencies to the project * chore(assets): Add Apache license and format code for iconfont file * fix: Correct the naming errors in the application topology graph API parameters and improve the code comments * chore: minor cleanup - fix comment language and import order * chore: translate Chinese comment to English in GraphApplications error handling * chore: reorder imports in service_provider_metadata.go * fix:Fix parameter passing error when obtaining application details * fix: fix type mismatch and index issues in service search and metadata sync 1. pkg/console/service/service.go:132 - fix generic type mismatch with resourceKind - generic ServiceResource should use ServiceKind, was incorrectly passing ServiceProviderMetadataKind - index changed from ByServiceProviderServiceName to ByServiceName (aligned with ServiceKind) 2. pkg/core/discovery/subscriber/service_provider_metadata.go - processUpdate: remove redundant oldRes key check (oldKey always equals newKey in same resource update, else branch is unreachable dead code) - syncService: use ByServiceProviderServiceKey index instead of ByServiceProviderServiceName + manual version/group filtering, reduces data returned from DB and improves performance Ref: [1460](apache#1460 (comment)) * Feat: Add coding agent domain skills ([apache#1457](apache#1457)) * feat(skills): add backend domain skills for runtime, discovery, engine, events, store, and Console API Document component lifecycle, ListAndWatch discovery, resource engine behavior, EventBus dispatching, storage indexes, and Web MVC flow for coding agents. * feat(skills): add frontend domain skill for routing, components, and traffic rule forms Document Vue frontend structure, API clients, Pinia state, route metadata, layout tabs, and traffic rule form design. * feat(skills): add OpenAI skill metadata Add agents/openai.yaml metadata for each dubbo-admin domain skill. * fix(console): use ServiceKind for service list search Query ServiceResource from ServiceKind instead of ServiceProviderMetadataKind so the non-keyword service list path uses the matching resource store and index set. --------- Co-authored-by: sohandsomejie <3080955413@qq.com> Co-authored-by: MoChengqian <2972013548@qq.com> --------- Co-authored-by: robb <robocanic@gmail.com> Co-authored-by: marsevilspirit <marsevilspirit@gmail.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: WyRainBow <weiyu9484@gmail.com> Co-authored-by: LGgbond <1493170339@qq.com> Co-authored-by: Helltab <939255879@qq.com> Co-authored-by: Tew <finntew@outlook.com> Co-authored-by: EVERFID <166227111+everfid-ever@users.noreply.github.com> Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com> Co-authored-by: Akshit Vig <akshitvig48@gmail.com> Co-authored-by: WyRainBow <your-email@example.com> Co-authored-by: EVERFID <3085640487@qq.com> Co-authored-by: ThunGuo <tew@apache.org> Co-authored-by: Zerui Yang <zeruiyoung@gmail.com> Co-authored-by: LunaRain_079 <2074730050@qq.com> Co-authored-by: Comrade Yi <119987662+ambiguous-pointer@users.noreply.github.com> Co-authored-by: sohandsomejie <3080955413@qq.com> Co-authored-by: MoChengqian <2972013548@qq.com>
…#1481) * feat: informer general framework and engine/discovery interface definition (apache#1314) * feat: informer general framework and engine/discovery interface definition * fix: ci problem; directory and dependency tidy (apache#1320) * fix: ci probelm; diretory and dependency tidy * fix: lack license header * rm: remove redundant file * ci(makefile): add makefile for ci (apache#1322) * ci(makefile): add makefile for ci * style(ci): rename dubbo-admin ci * delete unused ci (apache#1326) * fix: refractor web handler and service to fix compile error; (apache#1325) * fix: refractor web handler and service to fix compile error; * feat: support memory type of store (apache#1332) * feat: support memory type of store * fix: muilti indexes should use intersecection * simplify code Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * refractor: GetByKeys return a list instead of map --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * feat: support kubernetes as a backend engine (apache#1340) * feat: implement runtime engine using kubernetes * feat: Defined a unified error (apache#1353) * feat: unified error code; separate application handler and service into parts * fix: license header lack * fix: copilot review err fix * fix: simplify the if-else condition * chore: rename Error() to String() * chore: add extra String() in Error * feat: 新增listMeshes接口 * fix: copilot review * Implment Counter in local cache (apache#1345) * fix: update response interceptor to handle success and error messages more accurately (apache#1355) * feat(UI): Support multiple registries (apache#1356) * feat(apache#1352): Support multiple registries: add registry select box and refresh main area on change * doc(build): build ui * fix(apache#1352): Set first available mesh after login when no mesh is set * doc(build): build ui * fix(conflict) * doc(build): build ui * feat: implement mysql and postgresql store for resources (apache#1360) * feat: implement mysql and postgresql store for resources * fix some issues * ut: add some test cases * fix: dynamic table name * feat: implements discovery backend by nacos (apache#1367) * feat: support nacos2 to do discovery * refractor: abstract nacos and nacos service * fix: unit test and license header * fix: copilot review problem * chore: remove redundant code * fix counter bug (apache#1369) * fix: add indexer before init cause npe (apache#1372) * fix: add indexer before init cause npe * fix: unit test * Fix: Redirect to login page when receiving 401 unauthorized response from API (apache#1373) * feat: enhance error handling for unauthorized access and improve toast messages * feat: enhance error handling for unauthorized access and improve toast messages * fix: correct syntax error in response interceptor for redirect handling * Update ui-vue3/src/base/http/request.ts Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * feat: add YAML and XML editor components, update index references, and enhance error logging - Introduced new JavaScript files for YAML and XML syntax highlighting and editing capabilities. - Added a new component for updating YAML configurations with a structured editor interface. - Updated the index.html to reference the new JavaScript bundle for improved functionality. - Enhanced the HTTP request module to log errors during redirection on 401 responses for better debugging. --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * feat: implement discovery backend by zk (apache#1371) * feat: implements discovery backend by zk * feat: support components to start in dependency order (apache#1370) * feat: support components to start in dependency order * imporve * fix * fix error import * release changelog (apache#1376) * changelog * chore: rename refactor to enhancements * refactor: 🎨 Optimize UI styles and search functionality (apache#1379) * feat: enhance error handling for unauthorized access and improve toast messages * feat: enhance error handling for unauthorized access and improve toast messages * fix: correct syntax error in response interceptor for redirect handling * Update ui-vue3/src/base/http/request.ts Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * feat: add YAML and XML editor components, update index references, and enhance error logging - Introduced new JavaScript files for YAML and XML syntax highlighting and editing capabilities. - Added a new component for updating YAML configurations with a structured editor interface. - Updated the index.html to reference the new JavaScript bundle for improved functionality. - Enhanced the HTTP request module to log errors during redirection on 401 responses for better debugging. * docs: Only supports exact matching; remove the "prefix search" function from the placeholder (background word) * docs: All sorting indicators for lists are initially hidden, including but not limited to the list pages for applications, instances, services, and traffic management * refactor: 🎨 Optimize the styles of some tables and adapt to backend changes * docs: api baseurl --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * feat(ui): Enhance service metrics display and optimize table UI styles (apache#1383) * build: Optimize the styles of some tables, adapt to backend changes, format the code, and package it * chore: remove PR_DESCRIPTION.md file as it is no longer needed * fix: update routing rule handling updated routing rule handling to use constants for HTTP status codes in various components. * build: build & format * feat: enhance error handling and data loading in various components (apache#1385) * build: Optimize the styles of some tables, adapt to backend changes, format the code, and package it * chore: remove PR_DESCRIPTION.md file as it is no longer needed * fix: update routing rule handling updated routing rule handling to use constants for HTTP status codes in various components. * build: build & format * feat: enhance error handling and data loading in various components - Added a silent error handling mechanism for specific URLs in the HTTP request module to suppress error messages. - Refactored data loading logic in sceneConfig.vue to load configuration data based on the selected tab, improving user experience. - Updated YAMLView.vue and other components to remove unused button code and optimize imports, enhancing code clarity and maintainability. - Improved error handling in routingRule and dynamicConfig components to ensure better user feedback and debugging. * feat: add new components and enhance YAML and XML editing capabilities - Introduced new JavaScript files for YAML and XML syntax highlighting and editing. - Added components for updating YAML configurations with structured editor interfaces. - Updated index.html to reference new JavaScript bundles for improved functionality. - Enhanced error handling and logging in various components for better debugging. - Removed unused code and optimized imports in YAMLView and related components. * feat: fix console bugs and makes console functions effective (apache#1378) * fix: console interfaces;feat: implements governor using zk and nacos * fix: instance subscriber * fix: unit-test * fix: rules search * resolve conflicts * fix: backend bugs * fix: rule handler and service refactor * fix: config error andd field mapping * fix: rename msg to message * fix: wrap prometheus error * fix ci * feat: add deploy manifests and fix metric and trace dashboard bugs (apache#1387) * feat: add monitoring/dubbo-samples-shop/dubbo-system resources * fix: metric, trace dashboard bug * Fix: Address the admin issues before the release (apache#1391) * build: Optimize the styles of some tables, adapt to backend changes, format the code, and package it * chore: remove PR_DESCRIPTION.md file as it is no longer needed * fix: update routing rule handling updated routing rule handling to use constants for HTTP status codes in various components. * build: build & format * feat: enhance error handling and data loading in various components - Added a silent error handling mechanism for specific URLs in the HTTP request module to suppress error messages. - Refactored data loading logic in sceneConfig.vue to load configuration data based on the selected tab, improving user experience. - Updated YAMLView.vue and other components to remove unused button code and optimize imports, enhancing code clarity and maintainability. - Improved error handling in routingRule and dynamicConfig components to ensure better user feedback and debugging. * feat: add new components and enhance YAML and XML editing capabilities - Introduced new JavaScript files for YAML and XML syntax highlighting and editing. - Added components for updating YAML configurations with structured editor interfaces. - Updated index.html to reference new JavaScript bundles for improved functionality. - Enhanced error handling and logging in various components for better debugging. - Removed unused code and optimized imports in YAMLView and related components. * feat: enhance UI components and improve error handling - Added global styles for clickable links in tables to improve user interaction. - Updated routing logic to utilize a dynamic header parameter key for better flexibility. - Enhanced error handling in HTTP requests to suppress messages for specific URLs. - Improved internationalization by adding new translation keys for 'Ready Time' in both English and Chinese. - Refactored various components to optimize code structure and maintainability, including updates to YAML and form views. - Adjusted table and form layouts for better responsiveness and user experience. * refactor: streamline component code and enhance condition handling - Simplified iframe rendering in GrafanaPage.vue for improved readability. - Added checks in ConfigModel.ts to skip undefined keys in matches and parameters. - Optimized YAMLView.vue by condensing MonacoEditor properties for better clarity. - Cleared default request and address matching arrays in formView.vue for cleaner initialization. - Enhanced condition parsing and merging logic in updateByFormView.vue to improve maintainability and readability. * build: build admin * fix: add Apache License headers to YAML files in release/kubernetes (apache#1393) * feat: enhance UI components, improve error handling, and add routing rule management (apache#1394) * build: Optimize the styles of some tables, adapt to backend changes, format the code, and package it * chore: remove PR_DESCRIPTION.md file as it is no longer needed * fix: update routing rule handling updated routing rule handling to use constants for HTTP status codes in various components. * build: build & format * feat: enhance error handling and data loading in various components - Added a silent error handling mechanism for specific URLs in the HTTP request module to suppress error messages. - Refactored data loading logic in sceneConfig.vue to load configuration data based on the selected tab, improving user experience. - Updated YAMLView.vue and other components to remove unused button code and optimize imports, enhancing code clarity and maintainability. - Improved error handling in routingRule and dynamicConfig components to ensure better user feedback and debugging. * feat: add new components and enhance YAML and XML editing capabilities - Introduced new JavaScript files for YAML and XML syntax highlighting and editing. - Added components for updating YAML configurations with structured editor interfaces. - Updated index.html to reference new JavaScript bundles for improved functionality. - Enhanced error handling and logging in various components for better debugging. - Removed unused code and optimized imports in YAMLView and related components. * feat: enhance UI components and improve error handling - Added global styles for clickable links in tables to improve user interaction. - Updated routing logic to utilize a dynamic header parameter key for better flexibility. - Enhanced error handling in HTTP requests to suppress messages for specific URLs. - Improved internationalization by adding new translation keys for 'Ready Time' in both English and Chinese. - Refactored various components to optimize code structure and maintainability, including updates to YAML and form views. - Adjusted table and form layouts for better responsiveness and user experience. * refactor: streamline component code and enhance condition handling - Simplified iframe rendering in GrafanaPage.vue for improved readability. - Added checks in ConfigModel.ts to skip undefined keys in matches and parameters. - Optimized YAMLView.vue by condensing MonacoEditor properties for better clarity. - Cleared default request and address matching arrays in formView.vue for cleaner initialization. - Enhanced condition parsing and merging logic in updateByFormView.vue to improve maintainability and readability. * build: build admin * fix: improve error handling and UI updates in GrafanaPage and sceneConfig components - Added conditional checks in GrafanaPage.vue to ensure valid baseURL before constructing the Grafana URL. - Enhanced iframe loading logic to prevent errors when accessing undefined elements. - Updated service.vue to handle potential undefined values in versionGroups, ensuring robust data handling. - Refactored sceneConfig.vue to improve the user experience by adding a conditional rendering for parameter routes, including a message for empty configurations and a button for adding new routes. * refactor: Request to update the Grafana URL * build: build * ♻️ refactor: update route parameters to include name and make pathId/appName optional Update routing structure across instance and traffic management views to: - Add :name parameter to routes for better identification - Make :pathId and :appName optional parameters (with ?) - Affects instance detail, monitor, link tracking, and configuration tabs - Updates dynamic config, routing rule, and tag rule views accordingly This change provides more flexible routing and better resource identification. Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> * ✨ feat(routing): add routing rule list component and composable Add new RoutingRuleList component and useRoutingRule composable to manage routing rule configurations. Updates addByFormView and updateByFormView to integrate with the new components. Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> * build: format & build * ✨ feat(routing): enhance routing rule form with comprehensive i18n support Enhance routing rule form functionality with improved internationalization, user interface refinements, and better form handling. - Add comprehensive i18n translations for routing rule fields - Improve form layout and field descriptions - Enhance routing rule list component with better UX - Refactor routing rule composable for better maintainability - Update tab header slots for improved navigation Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com> * build: format & build --------- Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com> * Fix/console (apache#1397) * fix: create tag rule bug * refactor: config refactor; fix: fix console bugs * fix: instance disable traffic * fix: CI promblems * fix: typo * fix(ui): update footer copyright year to 2026 (apache#1396) * implement counter by key (apache#1390) * implement counter by key * chore: trigger CI * Fix counter initialization errors and mesh change detection logic --------- Co-authored-by: WyRainBow <your-email@example.com> * feat: kubernetes deployment manifests and docker file (apache#1410) * refactor: refactor dockerfile and implement dubbo-admin deployment * fix: deploy manifests * rm: remove useless files (apache#1416) * feat: implement distributed lock by gorm (apache#1432) * feat: add leader election for Discovery, Engine, Counter.(apache#1423) * feat: add leader election for Discovery and Engine components * fix: separate renew/acquire SQL and stop informers on demotion * feat: add leader election for Counter component * fix: resolve copilot review suggestion * fix: GormStore.Pool return value * Feat: Enhance service method retrieval and invocation features (apache#1429) * feat: add endpoint to retrieve service method names and corresponding request model * feat: add endpoint and logic to retrieve service method details * feat: trim whitespace from service name, mesh, group, version, and provider app name in ServiceMethodsReq * feat: enhance service method handling with overload support and signature retrieval * feat: add generic service invocation support * feat: refactor triple RPC instance selection to use a dedicated target struct * feat: remove obsolete service methods test file * feat: improve error handling in generic service invocation and add parameter count validation * feat: remove unnecessary variable and directly call service.InvokeServiceGeneric in ServiceGenericInvoke * feat: improve query validation by using strutil for blank checks and enhance service provider metadata indexing * feat: add endpoint to retrieve service provider instances and enhance request validation * feat: update service provider instance handling and improve request validation * feat: enhance generic service invocation with protocol and serialization support * feat: add normalization functions for JSON values in generic service invocation * feat: add normalization functions for JSON values in generic service invocation * feat: refine retry logic for service invocation failures * feat(ui-vue3): 添加 mock 数据支持，优化请求配置 - 添加环境变量 `VITE_MOCK_ENABLED` 用于启用 mock 数据模式 - 更新 `package.json` 脚本以添加 `dev:mock` 用于 mock 数据开发环境 - 新增 `mockLogin.ts` 文件，提供 mock 登录和登出接口 - 修改 `request.ts`，根据环境变量切换请求的 `baseURL` - 优化 `main.ts`，根据 mock 模式自动导入 mock API 并更新认证状态 * feat(ui-vue3): 新增 Axios 依赖和 mock 数据接口 - 新增 axios 作为 HTTP 客户端依赖 - 优化 mock 数据接口，包括应用指标、流量权重、灰度配置等 - 更新 package.json 文件以添加 axios 依赖 - 修改多个 mock 接口以适应新的架构和数据结构 * feat(api): 新增 mock 服务方法列表、详情及泛化调用接口 * feat(api): add front func * feat(ui-vue3): improve func empty description * feat(ui-vue3): code format * feat(api): update mock interface * feat(ui-vue3): add elapsed time display for service debug invoke * refactor: replace mockjs with MSW for API mocking Migrate from mockjs to Mock Service Worker (MSW) for a more realistic mock setup that intercepts at the network level. This eliminates the need for a separate mock baseURL and simplifies the mock architecture. - Remove mockjs dependency and all src/api/mock/* files - Add msw with browser worker and handler-based mock definitions - Move mock data to src/mocks/ with per-domain handler organization - Add shared API type definitions in src/types/api.ts - Simplify request.ts baseURL (always /api/v1, MSW handles interception) - Update main.ts mock initialization to use MSW worker * feat(api): refactor service request handling to use BaseServiceReq * feat(api): simplify service provider metadata lookup logic * feat(api): streamline service method resolution and metadata handling * feat(api): enhance ServiceGenericInvokeReq structure and streamline metadata handling * style(debug): format icon imports for improved readability * refactor(api): simplify splitGenericArrayType function by removing redundant checks * chore(deps): downgrade msw and related dependencies to version 2.11.6 * style(debug): improve debug tab UI with typography components and refined styles * style(debug): refine button and typography styles for improved consistency --------- Co-authored-by: 劳资蜀道山 <1493170339@qq.com> * feat: extend indexer with prefix matching and db persistence (apache#1422) * feat: extend indexer with prefix matching and db persistence * refactor: remove in-memory index from GormStore and add operator field * fix: copilot review suggestion and service panic * update * feat: unify and enhance the lifecycle of an instance (apache#1440) * feat: add lifecycle state management and color coding for instance statuses * feat: enhance instance lifecycle management with state derivation and UI updates * feat: improve resource handling in informer with enhanced error reporting * feat: enhance instance lifecycle logging with detailed merge and delete events * feat: implement ResourceKeyProvider interface for consistent key generation in informers * refactor: refactor instance resource handling and key function resolution in informers * refactor: remove unused deployState and registerState columns from instance table * feat: enhance runtime instance retrieval with improved matching logic and fallback handling * feat: improve runtime instance identification with enhanced error logging and filtering * feat: add pod watch selector and RPC port identifiers for improved service configuration * feat: add refresh button and localization support for improved user interaction * fix: fix lint * feat: enhance runtime instance retrieval with improved fallback handling and logging for ambiguous matches * fix: enhance instance lifecycle and deployment state management with new types and improved data handling * feat(eventbus): support per-subscriber async dispatch with graceful drain (apache#1455) * feat(eventbus): support per-subscriber async dispatch with graceful drain * refactor(config): unify AdminConfig method receivers as pointers * refactor(eventbus): move AsyncEnabled into Subscriber with docs * fix(config): keep read-only helpers on value receiver * refactor(config): unify AdminConfig receiver style * feat(mcp): add Model Context Protocol (MCP) server with HTTP transport and authentication ## Summary Implement Model Context Protocol (MCP) server for Dubbo Admin to enable AI integration through standardized tool interfaces. ## Key Features - **Modular Architecture**: Core components (server, registry, tools, transport, types) - **Comprehensive Tool Support**: 11 tools covering cluster info, service discovery, instance management, metrics, and application details - **Dual Transport Support**: - Stdio transport for local Claude Desktop integration - HTTP transport for remote connections with JSON-RPC 2.0 - **Security**: Optional Bearer Token authentication for HTTP endpoint ## Configuration ## Test plan - [x] Unit tests for core components - [x] Integration tests - [x] Manual testing with Claude Desktop Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> * Service/Application Dependency Graph Implement (apache#1460) * feat(ui): Added application and service topology mapping feature * style(ui-vue3): Add a minimum width to the login form and remove unnecessary blank lines * Feat: Add service and application topology graph APIs based on discussion apache#1398 * feat(api): add GraphServices endpoint for service-level topology Based on discussion apache#1398, use ServiceProviderMetadata and ServiceConsumerMetadata to return provider/consumer application relations as graph nodes and edges for AntV G6. * feat(api): add GraphApplications endpoint for application-level topology Traverse provider/consumer service relations to build application-level graph. Also add idx_service_consumer_service_key index to support efficient serviceKey queries. * feat(api): add graph models (GraphNode, GraphEdge, GraphData) in pkg/console/model/graph.go * feat(api): add ApplicationGraphReq, ServiceGraphReq and GetApplicationGraph, GetServiceGraph handlers * feat(router): register /application/graph and /service/graph routes * feat(api): fix error handling to use direct err pass-through instead of MeshNotFoundError * Feat: Enhance service metadata derivation and detail retrieval ([apache#1430](apache#1430)) * feat(api): replace Service.{providers,consumers,features} with {methods} field Simplify Service proto by removing providers, consumers, and features map, keeping only the aggregated methods list derived from provider metadata. * feat(api): derive Service resource from ServiceProviderMetadata on add/update/delete ServiceProviderMetadataEventSubscriber now maintains Service resources by aggregating methods from all provider instances sharing the same serviceKey. Handles add, update, and delete events to keep Service spec in sync. * feat(api): add language detection from provider metadata parameters Detect provider language (golang/java) from metadata parameters and method type signatures when explicit language field is absent. * feat(api): add GetServiceDetail endpoint returning language and methods Add GET /service/detail returning ServiceDetailResp with language and aggregated method names from the derived Service resource. * feat(api): add BuildServiceIdentityKey helper for {service}:{version}:{group} * feat(api): add ByServiceName index for ServiceKind * feat(api): refactor SearchServices to query ServiceResource directly SearchServices and SearchServicesByKeywords now use ServiceResource instead of ServiceProviderMetadataResource for service listing. * feat(api): remove providerAppName from ServiceSearchResp and ServiceTabDistributionReq * feat(api): add ServiceDetailReq and ServiceDetailResp models * feat(router): register /service/detail and /service/interfaces routes * feat(ui-vue3): remove providerAppName from grafana types and tab components * chore: Add G6 chart library and its dependencies to the project * chore(assets): Add Apache license and format code for iconfont file * fix: Correct the naming errors in the application topology graph API parameters and improve the code comments * chore: minor cleanup - fix comment language and import order * chore: translate Chinese comment to English in GraphApplications error handling * chore: reorder imports in service_provider_metadata.go * fix:Fix parameter passing error when obtaining application details * fix: fix type mismatch and index issues in service search and metadata sync 1. pkg/console/service/service.go:132 - fix generic type mismatch with resourceKind - generic ServiceResource should use ServiceKind, was incorrectly passing ServiceProviderMetadataKind - index changed from ByServiceProviderServiceName to ByServiceName (aligned with ServiceKind) 2. pkg/core/discovery/subscriber/service_provider_metadata.go - processUpdate: remove redundant oldRes key check (oldKey always equals newKey in same resource update, else branch is unreachable dead code) - syncService: use ByServiceProviderServiceKey index instead of ByServiceProviderServiceName + manual version/group filtering, reduces data returned from DB and improves performance Ref: [1460](apache#1460 (comment)) * Feat: Add coding agent domain skills ([apache#1457](apache#1457)) * feat(skills): add backend domain skills for runtime, discovery, engine, events, store, and Console API Document component lifecycle, ListAndWatch discovery, resource engine behavior, EventBus dispatching, storage indexes, and Web MVC flow for coding agents. * feat(skills): add frontend domain skill for routing, components, and traffic rule forms Document Vue frontend structure, API clients, Pinia state, route metadata, layout tabs, and traffic rule form design. * feat(skills): add OpenAI skill metadata Add agents/openai.yaml metadata for each dubbo-admin domain skill. * fix(console): use ServiceKind for service list search Query ServiceResource from ServiceKind instead of ServiceProviderMetadataKind so the non-keyword service list path uses the matching resource store and index set. --------- Co-authored-by: sohandsomejie <3080955413@qq.com> Co-authored-by: MoChengqian <2972013548@qq.com> * Implement MCP client and refactor MCP module structure - Implement MCP client for AI service to call admin: - Add pkg/mcp/server.go with JSON-RPC 2.0 protocol support - Add pkg/mcp/register.go for tool registration - Implement 11 MCP tools: cluster_info, search, service, instance, application - Integrate MCP endpoint with console component (/api/mcp) - Restructure pkg/mcp directory with clearer organization: - Move common types and utilities to pkg/mcp/common/ - Consolidate tool handlers in pkg/mcp/tools/ - Remove obsolete registry and core modules - Add DEVELOPMENT.md with comprehensive tool development guide - Update AI integration to use new MCP structure Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com> --------- Co-authored-by: robb <robocanic@gmail.com> Co-authored-by: marsevilspirit <marsevilspirit@gmail.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: WyRainBow <weiyu9484@gmail.com> Co-authored-by: LGgbond <1493170339@qq.com> Co-authored-by: Helltab <939255879@qq.com> Co-authored-by: Tew <finntew@outlook.com> Co-authored-by: EVERFID <166227111+everfid-ever@users.noreply.github.com> Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com> Co-authored-by: Akshit Vig <akshitvig48@gmail.com> Co-authored-by: WyRainBow <your-email@example.com> Co-authored-by: EVERFID <3085640487@qq.com> Co-authored-by: ThunGuo <tew@apache.org> Co-authored-by: Zerui Yang <zeruiyoung@gmail.com> Co-authored-by: LunaRain_079 <2074730050@qq.com> Co-authored-by: Comrade Yi <119987662+ambiguous-pointer@users.noreply.github.com> Co-authored-by: sohandsomejie <3080955413@qq.com> Co-authored-by: MoChengqian <2972013548@qq.com>
* feat: get_service_detail * clear code * feat: test
* feat: add loki log mcp tools * docs: add loki log config example * feat：The joint debugging of interface error-analyse * docs: add alloy loki values example * feat：The joint debugging of interface error-analyse * feat：support traceId * feat：add get_log_capabilities * feat：Make modifications based on copilot's suggestions
Task A — seed data: bundle 5 curated Dubbo/Dubbo-Admin knowledge docs (component/rag/seeds/*.md), embed them via //go:embed, and index on startup (best-effort, batched ≤10 to respect the dashscope embedding per-request cap). Adds seed.enabled config + schema; fixes cmd/index.go to target the default index the runtime retriever reads from. Task B — call timing: rewrite agentThink prompt to answer directly by default and only suggest query_knowledge_base for version-sensitive / precise-fact lookups. Fix think→act type assertion (ParseThinkOutput returns a pointer) so the think stage's no-tool decision is honored — without this the prompt change had no effect. Lower max_iterations 10→3 and timeout 60→30 for faster fallback. Tests: multi-turn e2e validates the seed retrieval path end-to-end; new isolated single-turn think test (ThinkOnce) asserts documentation questions classify as DOCUMENTATION_QUERY free of multi-turn bias. Also ignore /.env.
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