llama-stack-mirror

mirror of https://github.com/meta-llama/llama-stack.git synced 2025-10-04 04:04:14 +00:00

Author	SHA1	Message	Date
kimbwook	897be1376e	change Reranker to WeightedInMemoryAggregator	2025-09-11 21:40:21 +09:00
Matthew Farrellee	cffc4edf47	feat: Add optional idempotency support to batches API (#3171 ) Some checks failed Integration Auth Tests / test-matrix (oauth2_token) (push) Failing after 4s Details Test External Providers Installed via Module / test-external-providers-from-module (venv) (push) Has been skipped Details Integration Tests (Replay) / Integration Tests (, , , client=, vision=) (push) Failing after 0s Details Test Llama Stack Build / build-single-provider (push) Failing after 2s Details Pre-commit / pre-commit (push) Failing after 4s Details SqlStore Integration Tests / test-postgres (3.13) (push) Failing after 5s Details Test Llama Stack Build / build-ubi9-container-distribution (push) Failing after 3s Details Test Llama Stack Build / generate-matrix (push) Failing after 5s Details Test Llama Stack Build / build (push) Has been skipped Details Vector IO Integration Tests / test-matrix (push) Failing after 6s Details Test Llama Stack Build / build-custom-container-distribution (push) Failing after 5s Details Python Package Build Test / build (3.13) (push) Failing after 4s Details Test External API and Providers / test-external (venv) (push) Failing after 4s Details Unit Tests / unit-tests (3.12) (push) Failing after 4s Details Update ReadTheDocs / update-readthedocs (push) Failing after 4s Details Python Package Build Test / build (3.12) (push) Failing after 7s Details Unit Tests / unit-tests (3.13) (push) Failing after 5s Details UI Tests / ui-tests (22) (push) Failing after 6s Details SqlStore Integration Tests / test-postgres (3.12) (push) Failing after 14s Details Implements optional idempotency for batch creation using `idem_tok` parameter: * Core idempotency: Same token + parameters returns existing batch * Conflict detection: Same token + different parameters raises HTTP 409 ConflictError * Metadata order independence: Different key ordering doesn't affect idempotency API changes: - Add optional `idem_tok` parameter to `create_batch()` method - Enhanced API documentation with idempotency extensions Implementation: - Reference provider supports idempotent batch creation - ConflictError for proper HTTP 409 status code mapping - Comprehensive parameter validation Testing: - Unit tests: focused tests covering core scenarios with parametrized conflict detection - Integration tests: tests validating real OpenAI client behavior This enables client-side retry safety and prevents duplicate batch creation when using the same idempotency token, following REST API closes #3144	2025-08-22 15:50:40 -07:00
Matthew Farrellee	914c7be288	feat: add batches API with OpenAI compatibility (with inference replay) (#3162 ) Add complete batches API implementation with protocol, providers, and tests: Core Infrastructure: - Add batches API protocol using OpenAI Batch types directly - Add Api.batches enum value and protocol mapping in resolver - Add OpenAI "batch" file purpose support - Include proper error handling (ConflictError, ResourceNotFoundError) Reference Provider: - Add ReferenceBatchesImpl with full CRUD operations (create, retrieve, cancel, list) - Implement background batch processing with configurable concurrency - Add SQLite KVStore backend for persistence - Support /v1/chat/completions endpoint with request validation Comprehensive Test Suite: - Add unit tests for provider implementation with validation - Add integration tests for end-to-end batch processing workflows - Add error handling tests for validation, malformed inputs, and edge cases Configuration: - Add max_concurrent_batches and max_concurrent_requests_per_batch options - Add provider documentation with sample configurations Test with - ``` $ uv run llama stack build --image-type venv --providers inference=YOU_PICK,files=inline::localfs,batches=inline::reference --run & $ LLAMA_STACK_CONFIG=http://localhost:8321 uv run pytest tests/unit/providers/batches tests/integration/batches --text-model YOU_PICK ``` addresses #3066 --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>	2025-08-15 15:34:15 -07:00
Ashwin Bharambe	ee7631b6cf	Revert "feat: add batches API with OpenAI compatibility" (#3149 ) Reverts llamastack/llama-stack#3088 The PR broke integration tests.	2025-08-14 10:08:54 -07:00
Matthew Farrellee	de692162af	feat: add batches API with OpenAI compatibility (#3088 ) Some checks failed Test External Providers Installed via Module / test-external-providers-from-module (venv) (push) Has been skipped Details Integration Tests (Replay) / discover-tests (push) Successful in 12s Details Integration Auth Tests / test-matrix (oauth2_token) (push) Failing after 15s Details Python Package Build Test / build (3.12) (push) Failing after 16s Details Vector IO Integration Tests / test-matrix (3.12, inline::milvus) (push) Failing after 25s Details Vector IO Integration Tests / test-matrix (3.12, remote::chromadb) (push) Failing after 23s Details Python Package Build Test / build (3.13) (push) Failing after 17s Details SqlStore Integration Tests / test-postgres (3.13) (push) Failing after 29s Details Vector IO Integration Tests / test-matrix (3.13, inline::milvus) (push) Failing after 21s Details Vector IO Integration Tests / test-matrix (3.13, remote::pgvector) (push) Failing after 25s Details SqlStore Integration Tests / test-postgres (3.12) (push) Failing after 28s Details Vector IO Integration Tests / test-matrix (3.12, remote::pgvector) (push) Failing after 29s Details Unit Tests / unit-tests (3.12) (push) Failing after 20s Details Integration Tests (Replay) / Integration Tests (, , , client=, vision=) (push) Failing after 12s Details Test External API and Providers / test-external (venv) (push) Failing after 22s Details Unit Tests / unit-tests (3.13) (push) Failing after 18s Details Vector IO Integration Tests / test-matrix (3.13, inline::faiss) (push) Failing after 23s Details Vector IO Integration Tests / test-matrix (3.12, remote::qdrant) (push) Failing after 24s Details Vector IO Integration Tests / test-matrix (3.12, remote::weaviate) (push) Failing after 27s Details Vector IO Integration Tests / test-matrix (3.12, inline::sqlite-vec) (push) Failing after 24s Details Vector IO Integration Tests / test-matrix (3.13, remote::weaviate) (push) Failing after 23s Details Vector IO Integration Tests / test-matrix (3.13, remote::qdrant) (push) Failing after 24s Details Vector IO Integration Tests / test-matrix (3.13, remote::chromadb) (push) Failing after 25s Details Vector IO Integration Tests / test-matrix (3.13, inline::sqlite-vec) (push) Failing after 27s Details Vector IO Integration Tests / test-matrix (3.12, inline::faiss) (push) Failing after 24s Details Update ReadTheDocs / update-readthedocs (push) Failing after 38s Details Pre-commit / pre-commit (push) Successful in 1m53s Details Add complete batches API implementation with protocol, providers, and tests: Core Infrastructure: - Add batches API protocol using OpenAI Batch types directly - Add Api.batches enum value and protocol mapping in resolver - Add OpenAI "batch" file purpose support - Include proper error handling (ConflictError, ResourceNotFoundError) Reference Provider: - Add ReferenceBatchesImpl with full CRUD operations (create, retrieve, cancel, list) - Implement background batch processing with configurable concurrency - Add SQLite KVStore backend for persistence - Support /v1/chat/completions endpoint with request validation Comprehensive Test Suite: - Add unit tests for provider implementation with validation - Add integration tests for end-to-end batch processing workflows - Add error handling tests for validation, malformed inputs, and edge cases Configuration: - Add max_concurrent_batches and max_concurrent_requests_per_batch options - Add provider documentation with sample configurations Test with - ``` $ uv run llama stack build --image-type venv --providers inference=YOU_PICK,files=inline::localfs,batches=inline::reference --run & $ LLAMA_STACK_CONFIG=http://localhost:8321 uv run pytest tests/unit/providers/batches tests/integration/batches --text-model YOU_PICK ``` addresses #3066	2025-08-14 09:42:02 -04:00

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