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AI Alliance"},"license":"Apache-2.0","homepage":"https://github.com/The-AI-Alliance/semiont#readme","keywords":["job-queue","worker","task-queue","filesystem","background-jobs"],"repository":{"url":"git+https://github.com/The-AI-Alliance/semiont.git","type":"git","directory":"packages/jobs"},"description":"The Semiont job worker: processors for each job type, and the worker process that claims jobs over the bus","maintainers":[{"name":"adamaialliance","email":"apingel@thealliance.ai"}],"readme":"# @semiont/jobs\n\n[![Tests](https://github.com/The-AI-Alliance/semiont/actions/workflows/package-tests.yml/badge.svg)](https://github.com/The-AI-Alliance/semiont/actions/workflows/package-tests.yml?query=branch%3Amain+is%3Asuccess+job%3A%22Test+jobs%22)\n[![codecov](https://codecov.io/gh/The-AI-Alliance/semiont/graph/badge.svg?flag=jobs)](https://codecov.io/gh/The-AI-Alliance/semiont?flag=jobs)\n[![npm version](https://img.shields.io/npm/v/@semiont/jobs.svg)](https://www.npmjs.com/package/@semiont/jobs)\n[![npm downloads](https://img.shields.io/npm/dm/@semiont/jobs.svg)](https://www.npmjs.com/package/@semiont/jobs)\n[![License](https://img.shields.io/npm/l/@semiont/jobs.svg)](https://github.com/The-AI-Alliance/semiont/blob/main/LICENSE)\n\nThe job worker for [Semiont](https://github.com/The-AI-Alliance/semiont): the processors for each job type, the job types, and the worker process that claims jobs over the bus. The job queue is the dispatcher's ([apps/dispatcher](../../apps/dispatcher/README.md)), and what it does with a job is [docs/protocol/JOBS.md](../../docs/protocol/JOBS.md).\n\n## Architecture Context\n\nWorkers run in a separate process and connect to the Knowledge System (KS) over HTTP/SSE using a `SemiontSession` (from `@semiont/sdk`) driven by a `JobClaimAdapter`. Whenever a worker is idle it claims the next pending job of its types with `job:claim` (a `job:queued` announcement wakes a parked worker), and it emits domain events back to the KS via `session.client.transport.emit(...)`. The KS ingests these events onto its EventBus for SSE delivery to the Browser.\n\n## Installation\n\n```bash\nnpm install @semiont/jobs\n```\n\n**Dependencies:**\n- `@semiont/core` — Core types, `SemiontProject`, EventBus, `BusRequestPrimitive`\n- `@semiont/sdk` — `SemiontSession`, `SemiontClient` (worker process)\n- `@semiont/http-transport` — HTTP transport, OpenAPI types\n- `@semiont/inference` — InferenceClient for AI operations\n- `@semiont/content` — Content storage URI derivation\n- `@semiont/event-sourcing` — Annotation id generation\n- `@semiont/observability` — Spans and job-outcome metrics\n\n## Quick Start\n\nA job is created on the bus (`job:create`), answered by the dispatcher, and claimed by a worker. A\nclient starts one through the SDK — `semiont.mark.assist(...)` for an annotation pass,\n`semiont.yield.fromContext(...)` for generation — and follows it with `semiont.job`. A worker is this\npackage's `worker-main`, run as the `semiont-worker` image.\n\n## Job Types\n\n```typescript\ntype JobType =\n  | 'reference-annotation'     // Entity reference detection\n  | 'generation'               // AI content generation\n  | 'highlight-annotation'     // Key passage highlighting\n  | 'assessment-annotation'    // Evaluative assessments\n  | 'comment-annotation'       // Explanatory comments\n  | 'tag-annotation'           // Structural role tagging\n```\n\n## Job Metadata\n\nAll jobs share common metadata:\n\n```typescript\ninterface JobMetadata {\n  id: JobId;\n  type: JobType;\n  userId: UserId;         // Who requested it — the verified DID, the job's only identity\n  created: string;\n  retryCount: number;\n  maxRetries: number;\n  completedUnits?: string[];  // Checkpoint: work units already persisted —\n                              // the retry skips them\n  unitCursors?: Record<string, UnitCursor>;  // How far each unfinished unit got\n}\n```\n\n`userId` is the job's only identity — the DID the gateway verified on the `job:create`. The dispatcher records it as the requester when it accepts a claim, and that record is what lets the knowledge base attribute a write citing this job; a worker never states it. `completedUnits` and `unitCursors` are written by `checkpointUnits` (from `job:checkpoint`, as work lands) and by `failJob` (from `job:fail`), merged across attempts — see Failure discipline below.\n\n## Progress\n\nA running job's `progress` is `StoredProgress`: the last `JobProgress` its worker reported with `job:report-progress`, or `{}` before the first report. It is one shape for every job type — the spec's `JobRunning.progress` — so there are no per-type progress types. See [Job Types Guide](./docs/JobTypes.md#progress).\n\n## Annotation Workers\n\nThe worker process (`worker-main.ts` → `startWorkerProcess` in `worker-process.ts`) claims jobs over the bus via a `JobClaimAdapter` and dispatches by `jobType` to a processor function. There are no per-type worker classes; each job type maps to one `process*Job` function:\n\n| Job Type | Processor |\n|----------|-----------|\n| `reference-annotation` | `processReferenceJob` |\n| `generation` | `processGenerationJob` |\n| `highlight-annotation` | `processHighlightJob` |\n| `assessment-annotation` | `processAssessmentJob` |\n| `comment-annotation` | `processCommentJob` |\n| `tag-annotation` | `processTagJob` |\n\nDetection logic lives in the `AnnotationDetection` class (`src/workers/annotation-detection.ts`); generation synthesis in `generateResourceFromTopic()` (`src/workers/generation/resource-generation.ts`). Processors never fetch content themselves — the worker process prepares it with `prepareDetection` (bytes through `contentReads` for text media, the Smelter's anchored text for geometry-bearing media such as PDF) and passes it in.\n\nWorkers emit lifecycle events via `session.client.transport.emit('job:start' | 'job:report-progress' | 'job:checkpoint' | 'job:complete' | 'job:fail', payload)` and persist annotations through the **awaited `mark:commit` operation** — a batch per unit of work that resolves only once the Stower actor in @semiont/make-meaning has appended every annotation to the event log. Unit completion and `job:complete` gate on that acknowledgement, never on emission, so a down persistence sink is a retryable failure instead of silent loss. The dispatcher's job command handlers mirror the lifecycle events into the queue (completion, checkpoints, retry-on-failure with `maxRetries`, progress-as-heartbeat). `job:fail` carries the fields the worker computes: `completedUnits` and `unitCursors` (the checkpoint), `failureClass`, and `willRetry` — see Failure discipline.\n\n## Failure discipline\n\nLong inference work fails in bounded, classified, resumable ways — every piece below was built against a measured production failure, not a hypothetical:\n\n- **Every inference call is bounded and truly cancelled.** A call gets 10 minutes (`INFERENCE_TIMEOUT_MS`); at the bound the worker aborts it at the transport (`AbortSignal` through the provider SDK to the socket — milliseconds to rejection, no zombie billing on) and fails the job with a typed `InferenceTimeoutError`. An in-flight heartbeat reports elapsed-time liveness every 15 s during long calls.\n- **Budgets are derived, never tuned** (`workers/detection/detection-chunking.ts`). Input:output allocation is 1:2 per entity type asked for (`input ≤ outputBudget / (2 × typesPerCall)`), and **every** provider gets a duration cap: per-call output is bounded at what the provider's worst-case rate finishes in HALF the bound — the published rate when there is one, a conservative assumed floor (`ASSUMED_OUTPUT_TOKENS_PER_HOUR`, 30 tok/s) for rate-silent providers like Ollama, where an unbounded budget turned model repetition loops into hour-long transient burns.\n- **Size-shaped failures subdivide in place** (`callChunkSubdividing`). Four failure families descend, each with its own floor: a **truncation** descends by size and gets one same-size re-roll at the floor; a **timeout** descends two levels then propagates; an **`'unknown'`-stop unreadable response** (garbage output with no stop reason — measured size-correlated on real documents) descends by size and propagates at the floor; and a **flagged under-report** (below) descends by size, and at the floor its salvage — everything it did find, every span write-time-verified — is **accepted loudly** rather than discarded. A piece that cannot actually shrink is at its floor regardless of arithmetic: at temperature 0, an identical re-run returns the identical failure. Sub-piece overlap duplicates fall to the existing span-keyed dedupe.\n- **Successful-looking extractions are verified** (`assertYieldNotCollapsed`). A local model can return a clean, schema-conforming response carrying a fraction of the entities present — deterministic and otherwise invisible. When the provider declares `verifyDetectionYield` (all real providers do), each chunk's item count is checked against a cheap parallel count call; an extraction under half the count is flagged and subdivided. Every anchoring outcome and every call — including flagged and failed ones — is recorded to `semiont.detection.*` metrics (`@semiont/observability`).\n- **Entity types run concurrently up to the provider's declared capacity** (`client.maxConcurrency`): a hosted API with rate headroom runs several types at once; a local single-model server runs them sequentially, because concurrent requests only split one GPU. Jobs never switches on provider identity — both behaviors are capabilities declared on the `InferenceClient`.\n- **Failures are classified at the worker, where errors are still typed** (`failure-class.ts`). Only KNOWN-deterministic failures — truncation at the subdivision floor, unsupported media, non-throttle 4xx — skip the retry budget; everything unrecognized stays retryable. The class rides `job:fail` as `failureClass`.\n- **Retries resume from the checkpoint.** Reference-annotation persists each entity type's annotations as that unit completes; completed units ride `job:checkpoint` and `job:fail` into `metadata.completedUnits`, and the retry processes only what's left.\n\n## Adding a Job Type\n\nWorkers are not subclassed. To add a job type:\n\n1. Add the new `JobType` and its params type in `src/types.ts`, and in the spec: the type in `JobType.json`, its category in `specs/src/jobs/storage.json`, and its result schema in the `JobResult` union. There is no progress type — every job reports `JobProgress`.\n2. Add a `process*Job` function in `src/processors.ts` that runs the inference and returns the annotations/result.\n3. Dispatch the new `jobType` to that processor in `handleJobInner()` in `src/worker-process.ts`.\n\nProcessors are transport-agnostic: they take content, an `InferenceClient`, the job params, a `buildAnnotation` closure (which carries the `generator` — the worker's own `Software` agent), an `onProgress` callback and a per-chunk commit callback, and return a result. No user identity reaches a processor: an annotation states what produced it, and who requested it is derived by the knowledge base from the job the commit cites. The worker process handles claiming, content fetching, committing, and lifecycle event emission.\n\n## Discriminated Unions\n\nJobs use TypeScript discriminated unions for type safety:\n\n```typescript\nfunction handleJob(job: AnyJob) {\n  if (job.status === 'running') {\n    console.log(job.progress);    // Available — StoredProgress, `{}` until the first report\n    // console.log(job.result);   // Compile error\n  }\n  if (job.status === 'complete') {\n    console.log(job.result);      // Available\n    // console.log(job.progress); // Compile error\n  }\n}\n```\n\n## Storage Format\n\nThe dispatcher keeps one `JobRecord` per job in a JetStream key-value bucket, in the layout\n`specs/src/jobs/storage.json` states. A worker never reads it: it sees a job only as the dispatcher\nhands it over on `job:claimed`.\n\n## Documentation\n\n- **[Workers Guide](./docs/Workers.md)** — Building custom workers\n- **[Job Types Guide](./docs/JobTypes.md)** — All job type definitions\n- **[Type System Guide](./docs/TYPES.md)** — Discriminated unions and type safety\n- **[Configuration Guide](./docs/Configuration.md)** — Running a worker\n- **[API Reference](./docs/API.md)** — Complete API reference\n\n## License\n\nApache-2.0\n\n## Related Packages\n\n- [`@semiont/core`](../core/) — Domain types, `SemiontProject`, EventBus, `BusRequestPrimitive`\n- [`@semiont/sdk`](../sdk/) — `SemiontSession`, `SemiontClient`\n- [`@semiont/http-transport`](../http-transport/) — HTTP transport, OpenAPI types\n- [`@semiont/inference`](../inference/) — AI inference client\n- [`@semiont/make-meaning`](../make-meaning/) — Actor model, Knowledge Base, service orchestration\n","readmeFilename":"README.md"}