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Service for ObjectStack — implements IAnalyticsService with multi-driver strategy pattern (NativeSQL, ObjectQL, InMemory)","maintainers":[{"name":"steedos-zhuangjianguo","email":"zhuangjianguo@steedos.com"}],"readme":"# @objectstack/service-analytics\n\nThe shipped provider for the kernel's **`analytics`** service slot — a cube/dataset\nquery engine implementing `IAnalyticsService` over a priority-ordered strategy chain.\n\nSlot criticality: `optional` (`ServiceRequirementDef` in `@objectstack/spec/system`).\nWithout it, `/api/v1/analytics/*` answers 404 rather than degrading.\n\n## Installation\n\n```bash\npnpm add @objectstack/service-analytics\n```\n\n## Usage\n\nThe entry point is the kernel plugin `AnalyticsServicePlugin`. Construct it and hand\nit to the kernel; it registers the service under `'analytics'` during `init`.\n\n```typescript\nimport { LiteKernel } from '@objectstack/core';\nimport type { Cube } from '@objectstack/spec/data';\nimport type { IAnalyticsService } from '@objectstack/spec/contracts';\nimport { AnalyticsServicePlugin } from '@objectstack/service-analytics';\n\nconst ordersCube: Cube = {\n  name: 'orders',\n  title: 'Orders',\n  sql: 'orders',\n  measures: {\n    count: { label: 'Count', type: 'count', sql: '*' },\n    total_amount: { label: 'Total Amount', type: 'sum', sql: 'amount' },\n  },\n  dimensions: {\n    status: { label: 'Status', type: 'string', sql: 'status' },\n  },\n};\n\nconst kernel = new LiteKernel();\nkernel.use(new AnalyticsServicePlugin({ cubes: [ordersCube] }));\nawait kernel.bootstrap();\n\nconst analytics = kernel.getService<IAnalyticsService>('analytics');\nconst result = await analytics.query({ cube: 'orders', measures: ['orders.count'] });\n```\n\n`LiteKernel.use()` is synchronous; `ObjectKernel.use()` returns a promise — await it there.\n\n## Plugin options\n\nEvery field of `AnalyticsServicePluginOptions` is optional. The plugin bridges the\nhost's engine into `AnalyticsServiceConfig`; anything left unset falls back to what\nthe plugin can auto-discover from the kernel.\n\n| Option | Type | Default | Purpose |\n|:---|:---|:---|:---|\n| `cubes` | `Cube[]` | none | Cube definitions registered at init. |\n| `queryCapabilities` | `(cubeName: string) => AnalyticsDriverCapabilities` | in-memory only | Which execution paths a cube's backing driver supports. |\n| `executeRawSql` | `(objectName, sql, params) => Promise<Record<string, unknown>[]>` | auto-bridged to the ObjectQL engine | Enables `NativeSQLStrategy`. |\n| `executeAggregate` | `(objectName, options) => Promise<Record<string, unknown>[]>` | auto-bridged to the ObjectQL engine | Enables `ObjectQLStrategy`. |\n| `getReadScope` | `(objectName, context?) => FilterCondition \\| null \\| undefined \\| Promise<…>` | auto-bridges to a registered `'security'` service exposing `getReadFilter` | Per-object tenant/RLS read scope (ADR-0021 D-C). |\n| `getAllowedRelationships` | `(cubeName: string) => Set<string> \\| undefined` | supplied by compiled datasets | Join allowlist per cube. |\n| `debug` | `boolean` | `false` | Server-side log verbosity only. |\n| `debugSql` | `boolean` | development only (`NODE_ENV === 'development'`) | Echo the executed statement back to callers in `AnalyticsResult.sql`. |\n\n`debug` and `debugSql` are deliberately separate: raising log verbosity must never\nwiden what travels to a tenant.\n\n## Service API\n\n`IAnalyticsService` (from `@objectstack/spec/contracts`) declares four members — two\nrequired, two optional:\n\n```typescript\nimport type { IAnalyticsService } from '@objectstack/spec/contracts';\n\n// query(query, context?)             -> Promise<AnalyticsResult>     (required)\n// getMeta(cubeName?)                 -> Promise<CubeMeta[]>          (required)\n// generateSql?(query, context?)      -> Promise<{ sql, params }>     (optional)\n// queryDataset?(dataset, selection, context?, options?)              (optional)\n```\n\nThis package implements all four. Pass the caller's `ExecutionContext` as the second\nargument: without it the per-object read scope resolves to no filter and the query\nruns unscoped.\n\n### AnalyticsQuery\n\n`AnalyticsQuery` is a **strict** schema (`AnalyticsQuerySchema`, `@objectstack/spec/data`)\nwith exactly these fields; `measures` is the only required one, and an undeclared key\nis rejected rather than dropped.\n\n| Field | Type | Notes |\n|:---|:---|:---|\n| `cube` | `string?` | Optional when supplied by the request wrapper. |\n| `measures` | `string[]` | Required. |\n| `dimensions` | `string[]?` | |\n| `where` | `FilterCondition?` | Canonical Query DSL filter — the same shape `find()` takes. |\n| `timeDimensions` | `{ dimension, granularity?, dateRange? }[]?` | Also strict per item. |\n| `order` | `Record<string, 'asc' \\| 'desc'>?` | |\n| `limit` | `number?` | |\n| `offset` | `number?` | |\n| `timezone` | `string?` | IANA name. No default — an absent timezone means the engine resolves it. |\n\nThere is no `filters` key and no `aggregations` key. `filters` is rejected at the REST\ndoor with a 400 naming `where`. There is no per-metric filter key either — the cube\nmetric's `filters` was removed (#10414: no strategy ever read it). A measure that counts\nor sums only some rows is an ADR-0021 dataset measure with its own structured `filter`;\na cube member's `sql` is a column reference (a field, a relationship path ending in one,\nor `'*'`), never a SQL expression (#20943).\n\n```typescript\nconst revenueByStatus = await analytics.query({\n  cube: 'orders',\n  measures: ['orders.total_amount'],\n  dimensions: ['orders.status'],\n  where: { is_active: true },\n  order: { 'orders.total_amount': 'desc' },\n  limit: 10,\n});\n// result.rows  — Record<string, unknown>[]\n// result.fields — column metadata (name, type, label?, format?, currency?, percentScale?)\n```\n\n## Strategy chain\n\n`AnalyticsService` delegates to a priority-ordered chain; the first strategy whose\n`canHandle` returns true serves the query.\n\n| Priority | Strategy | Condition |\n|:---:|:---|:---|\n| 10 | `NativeSQLStrategy` | driver supports raw SQL (`executeRawSql`) |\n| 20 | `ObjectQLStrategy` | driver supports aggregate AST (`executeAggregate`) |\n| 30 | custom strategies, or the internal delegate added when `fallbackService` is set | injected by the host |\n\n`InMemoryStrategy` is **not** built in — it ships from `@objectstack/driver-memory` and\nis injected through `AnalyticsServiceConfig.strategies` (or `fallbackService`).\n\n## REST API\n\nServed by the runtime dispatcher's `/analytics` domain when this service occupies the\nslot. These four routes are the whole surface:\n\n```\nPOST   /api/v1/analytics/query           # execute an AnalyticsQuery\nGET    /api/v1/analytics/meta[?cube=]    # cube metadata for discovery\nPOST   /api/v1/analytics/sql             # generate SQL without executing (dry-run)\nPOST   /api/v1/analytics/dataset/query   # run a dataset selection (ADR-0021)\n```\n\n`POST /analytics/sql` answers 404 when the slot's occupant does not implement the\noptional `generateSql`.\n\n## Exports\n\n```typescript\nimport {\n  AnalyticsService, AnalyticsServicePlugin, CubeRegistry, DatasetExecutor,\n  NativeSQLStrategy, ObjectQLStrategy,\n  compileDataset, compileScopedFilterToSql,\n  combineFilters, evaluateDerivedMeasures, fillEmptyGroups, mergeByDimensions, shiftRange,\n  createOrderLabelResolver, pickDisplayField, resolveDimensionLabels, withLabelFetchCache,\n} from '@objectstack/service-analytics';\n```\n\nTypes: `AnalyticsServiceConfig`, `AnalyticsServicePluginOptions`, `AnalyticsStrategy`,\n`StrategyContext`, `AnalyticsDriverCapabilities`, `CompiledDataset`,\n`DatasetCompileOptions`, `DatasetSelection`, `CompareTo`, `DerivedMeasureSpec`,\n`RelationshipResolver`, `RelationshipTarget`, `DimensionLabelDeps`, `FieldMetaLite`,\n`OrderLabelResolver`.\n\n## Advanced: constructing the service directly\n\n`AnalyticsService` is exported for hosts that wire their own kernel integration.\n`AnalyticsServiceConfig` is the wider surface the plugin builds — it adds `logger`,\n`strategies`, `fallbackService`, `coerceTemporalFilterValue`,\n`coerceTemporalFilterColumn`, `isExternalObject`, `getObjectDatasource`,\n`isRegisteredObject` and the dataset resolvers on top of the plugin options above.\n\n```typescript\nimport { AnalyticsService, CubeRegistry } from '@objectstack/service-analytics';\n\nconst registry = new CubeRegistry();\nregistry.registerAll([ordersCube]);\n\nconst service = new AnalyticsService({\n  cubes: [ordersCube],\n  // The declared type (and `multiple`) of a source object's field — what\n  // `AnalyticsServicePlugin` relays from the engine's registry.\n  sourceFieldMeta: (object, field) => {\n    const f = engine.getObject(object)?.fields?.[field];\n    return f ? { type: f.type, multiple: f.multiple === true } : undefined;\n  },\n});\n```\n\n`sourceFieldMeta` is how the service knows a field's declared type. The view\noperators `is_empty` / `is_not_empty` — the `$empty` operator — need it: what\ncounts as empty depends on the type (null or `''` for a text-like field, null or\n`[]` for a multi-value field, null only for every other type). A host built\nwithout it refuses them with `INVALID_FILTER` (a read scope, with\n`READ_SCOPE_COMPILE_FAILED`) rather than guess; pass `sourceFieldMeta`, or filter\nwith `is_null` / `is_not_null` there.\n\n## License\n\nApache-2.0. See [LICENSING.md](../../../LICENSING.md).\n\n## See Also\n\n- [@objectstack/objectql](../../objectql/)\n- [@objectstack/driver-memory](../../drivers/driver-memory/) — ships `InMemoryStrategy`\n- [Analytics Guide](https://objectstack.ai/docs/data-modeling/analytics)\n","readmeFilename":"README.md"}