LightRAG/tests/test_idempotency.py
Raphael MANSUY fe9b8ec02a
tests: stabilize integration tests + skip external services; fix multi-tenant API behavior and idempotency (#4)
* feat: Implement multi-tenant architecture with tenant and knowledge base models

- Added data models for tenants, knowledge bases, and related configurations.
- Introduced role and permission management for users in the multi-tenant system.
- Created a service layer for managing tenants and knowledge bases, including CRUD operations.
- Developed a tenant-aware instance manager for LightRAG with caching and isolation features.
- Added a migration script to transition existing workspace-based deployments to the new multi-tenant architecture.

* chore: ignore lightrag/api/webui/assets/ directory

* chore: stop tracking lightrag/api/webui/assets (ignore in .gitignore)

* feat: Initialize LightRAG Multi-Tenant Stack with PostgreSQL

- Added README.md for project overview, setup instructions, and architecture details.
- Created docker-compose.yml to define services: PostgreSQL, Redis, LightRAG API, and Web UI.
- Introduced env.example for environment variable configuration.
- Implemented init-postgres.sql for PostgreSQL schema initialization with multi-tenant support.
- Added reproduce_issue.py for testing default tenant access via API.

* feat: Enhance TenantSelector and update related components for improved multi-tenant support

* feat: Enhance testing capabilities and update documentation

- Updated Makefile to include new test commands for various modes (compatibility, isolation, multi-tenant, security, coverage, and dry-run).
- Modified API health check endpoint in Makefile to reflect new port configuration.
- Updated QUICK_START.md and README.md to reflect changes in service URLs and ports.
- Added environment variables for testing modes in env.example.
- Introduced run_all_tests.sh script to automate testing across different modes.
- Created conftest.py for pytest configuration, including database fixtures and mock services.
- Implemented database helper functions for streamlined database operations in tests.
- Added test collection hooks to skip tests based on the current MULTITENANT_MODE.

* feat: Implement multi-tenant support with demo mode enabled by default

- Added multi-tenant configuration to the environment and Docker setup.
- Created pre-configured demo tenants (acme-corp and techstart) for testing.
- Updated API endpoints to support tenant-specific data access.
- Enhanced Makefile commands for better service management and database operations.
- Introduced user-tenant membership system with role-based access control.
- Added comprehensive documentation for multi-tenant setup and usage.
- Fixed issues with document visibility in multi-tenant environments.
- Implemented necessary database migrations for user memberships and legacy support.

* feat(audit): Add final audit report for multi-tenant implementation

- Documented overall assessment, architecture overview, test results, security findings, and recommendations.
- Included detailed findings on critical security issues and architectural concerns.

fix(security): Implement security fixes based on audit findings

- Removed global RAG fallback and enforced strict tenant context.
- Configured super-admin access and required user authentication for tenant access.
- Cleared localStorage on logout and improved error handling in WebUI.

chore(logs): Create task logs for audit and security fixes implementation

- Documented actions, decisions, and next steps for both audit and security fixes.
- Summarized test results and remaining recommendations.

chore(scripts): Enhance development stack management scripts

- Added scripts for cleaning, starting, and stopping the development stack.
- Improved output messages and ensured graceful shutdown of services.

feat(starter): Initialize PostgreSQL with AGE extension support

- Created initialization scripts for PostgreSQL extensions including uuid-ossp, vector, and AGE.
- Ensured successful installation and verification of extensions.

* feat: Implement auto-select for first tenant and KB on initial load in WebUI

- Removed WEBUI_INITIAL_STATE_FIX.md as the issue is resolved.
- Added useTenantInitialization hook to automatically select the first available tenant and KB on app load.
- Integrated the new hook into the Root component of the WebUI.
- Updated RetrievalTesting component to ensure a KB is selected before allowing user interaction.
- Created end-to-end tests for multi-tenant isolation and real service interactions.
- Added scripts for starting, stopping, and cleaning the development stack.
- Enhanced API and tenant routes to support tenant-specific pipeline status initialization.
- Updated constants for backend URL to reflect the correct port.
- Improved error handling and logging in various components.

* feat: Add multi-tenant support with enhanced E2E testing scripts and client functionality

* update client

* Add integration and unit tests for multi-tenant API, models, security, and storage

- Implement integration tests for tenant and knowledge base management endpoints in `test_tenant_api_routes.py`.
- Create unit tests for tenant isolation, model validation, and role permissions in `test_tenant_models.py`.
- Add security tests to enforce role-based permissions and context validation in `test_tenant_security.py`.
- Develop tests for tenant-aware storage operations and context isolation in `test_tenant_storage_phase3.py`.

* feat(e2e): Implement OpenAI model support and database reset functionality

* Add comprehensive test suite for gpt-5-nano compatibility

- Introduced tests for parameter normalization, embeddings, and entity extraction.
- Implemented direct API testing for gpt-5-nano.
- Validated .env configuration loading and OpenAI API connectivity.
- Analyzed reasoning token overhead with various token limits.
- Documented test procedures and expected outcomes in README files.
- Ensured all tests pass for production readiness.

* kg(postgres_impl): ensure AGE extension is loaded in session and configure graph initialization

* dev: add hybrid dev helper scripts, Makefile, docker-compose.dev-db and local development docs

* feat(dev): add dev helper scripts and local development documentation for hybrid setup

* feat(multi-tenant): add detailed specifications and logs for multi-tenant improvements, including UX, backend handling, and ingestion pipeline

* feat(migration): add generated tenant/kb columns, indexes, triggers; drop unused tables; update schema and docs

* test(backward-compat): adapt tests to new StorageNameSpace/TenantService APIs (use concrete dummy storages)

* chore: multi-tenant and UX updates — docs, webui, storage, tenant service adjustments

* tests: stabilize integration tests + skip external services; fix multi-tenant API behavior and idempotency

- gpt5_nano_compatibility: add pytest-asyncio markers, skip when OPENAI key missing, prevent module-level asyncio.run collection, add conftest
- Ollama tests: add server availability check and skip markers; avoid pytest collection warnings by renaming helper classes
- Graph storage tests: rename interactive test functions to avoid pytest collection
- Document & Tenant routes: support external_ids for idempotency; ensure HTTPExceptions are re-raised
- LightRAG core: support external_ids in apipeline_enqueue_documents and idempotent logic
- Tests updated to match API changes (tenant routes & document routes)
- Add logs and scripts for inspection and audit
2025-12-04 16:04:21 +08:00

149 lines
5.7 KiB
Python

"""Tests for document ingestion idempotency with external_id.
These tests verify that:
1. Documents with external_id are deduplicated correctly
2. Re-submitting the same external_id returns existing document
3. Different external_ids create separate documents
"""
import pytest
from unittest.mock import AsyncMock, MagicMock, patch
from fastapi import FastAPI
from fastapi.testclient import TestClient
# Mock the document routes module components
@pytest.fixture
def mock_tenant_rag():
"""Create a mock tenant RAG instance with doc_status."""
mock_rag = MagicMock()
mock_rag.doc_status = MagicMock()
mock_rag.doc_status.get_doc_by_external_id = AsyncMock(return_value=None)
mock_rag.doc_status.get_doc_by_file_path = AsyncMock(return_value=None)
return mock_rag
class TestInsertTextIdempotency:
"""Test idempotency behavior for text insertion."""
@pytest.mark.asyncio
async def test_external_id_prevents_duplicate_insertion(self, mock_tenant_rag):
"""When external_id already exists, return duplicated status."""
# Setup: Document with this external_id already exists
existing_doc = {
"id": "doc-123",
"status": "processed",
"track_id": "insert_12345",
}
mock_tenant_rag.doc_status.get_doc_by_external_id = AsyncMock(
return_value=existing_doc
)
# Verify the mock returns expected value
result = await mock_tenant_rag.doc_status.get_doc_by_external_id("my-external-id")
assert result is not None
assert result["id"] == "doc-123"
assert result["status"] == "processed"
@pytest.mark.asyncio
async def test_new_external_id_allows_insertion(self, mock_tenant_rag):
"""When external_id is new, allow insertion."""
# Setup: No document with this external_id exists
mock_tenant_rag.doc_status.get_doc_by_external_id = AsyncMock(return_value=None)
# Verify the mock returns None (no existing doc)
result = await mock_tenant_rag.doc_status.get_doc_by_external_id("new-external-id")
assert result is None
@pytest.mark.asyncio
async def test_no_external_id_skips_idempotency_check(self, mock_tenant_rag):
"""When no external_id provided, skip idempotency check."""
# The get_doc_by_external_id should not be called when external_id is None
mock_tenant_rag.doc_status.get_doc_by_external_id = AsyncMock(return_value=None)
# In the actual implementation, when external_id is None or empty,
# get_doc_by_external_id is not called
class TestInsertTextsIdempotency:
"""Test idempotency behavior for batch text insertion."""
@pytest.mark.asyncio
async def test_external_ids_batch_deduplication(self, mock_tenant_rag):
"""External_ids should be checked for each text in batch."""
# Setup: First text has existing external_id, second is new
async def mock_get_by_external_id(ext_id):
if ext_id == "existing-id":
return {"id": "doc-existing", "status": "processed"}
return None
mock_tenant_rag.doc_status.get_doc_by_external_id = AsyncMock(
side_effect=mock_get_by_external_id
)
# Verify first returns existing, second returns None
result1 = await mock_tenant_rag.doc_status.get_doc_by_external_id("existing-id")
result2 = await mock_tenant_rag.doc_status.get_doc_by_external_id("new-id")
assert result1 is not None
assert result1["id"] == "doc-existing"
assert result2 is None
class TestExternalIdValidation:
"""Test external_id field validation."""
def test_external_id_stripped(self):
"""External_id should be stripped of whitespace."""
from lightrag.api.routers.document_routes import InsertTextRequest
request = InsertTextRequest(
text="Test content",
external_id=" my-id-with-spaces "
)
assert request.external_id == "my-id-with-spaces"
def test_external_id_max_length(self):
"""External_id should respect max length."""
from lightrag.api.routers.document_routes import InsertTextRequest
from pydantic import ValidationError
# This should fail if external_id is too long
long_id = "x" * 256 # Exceeds max_length of 255
with pytest.raises(ValidationError):
InsertTextRequest(text="Test", external_id=long_id)
def test_external_id_optional(self):
"""External_id should be optional."""
from lightrag.api.routers.document_routes import InsertTextRequest
request = InsertTextRequest(text="Test content")
assert request.external_id is None
class TestTenantScopedIdempotency:
"""Test that idempotency is tenant-scoped."""
@pytest.mark.asyncio
async def test_same_external_id_different_tenants(self, mock_tenant_rag):
"""Same external_id in different tenants should be separate."""
# In the actual implementation, the workspace includes tenant_id
# so the same external_id in different tenants won't conflict
# This is a conceptual test - the actual isolation happens
# because each tenant's doc_status storage has a different workspace
mock_rag_tenant_a = MagicMock()
mock_rag_tenant_a.doc_status = MagicMock()
mock_rag_tenant_a.doc_status.workspace = "tenant_a_kb_default"
mock_rag_tenant_b = MagicMock()
mock_rag_tenant_b.doc_status = MagicMock()
mock_rag_tenant_b.doc_status.workspace = "tenant_b_kb_default"
# Workspaces should be different
assert mock_rag_tenant_a.doc_status.workspace != mock_rag_tenant_b.doc_status.workspace