import asyncio import os import pathlib from unittest.mock import AsyncMock, patch from uuid import UUID import pytest import pytest_asyncio import cognee from cognee.context_global_variables import backend_access_control_enabled from cognee.exceptions import CogneeValidationError from cognee.infrastructure.databases.exceptions import EntityNotFoundError from cognee.modules.engine.operations.setup import setup as engine_setup from cognee.modules.search.types import SearchType from cognee.modules.users.exceptions import PermissionDeniedError from cognee.modules.users.methods import create_user, get_user from cognee.modules.users.permissions.methods import authorized_give_permission_on_datasets from cognee.modules.users.roles.methods import add_user_to_role, create_role from cognee.modules.users.tenants.methods import ( add_user_to_tenant, create_tenant, select_tenant, remove_user_from_tenant, ) pytestmark = pytest.mark.asyncio def _extract_dataset_id_from_remember(remember_result): """Extract dataset_id from remember output.""" return UUID(remember_result.dataset_id) async def _reset_engines_and_prune() -> None: """Reset db engine caches and prune data/system.""" try: from cognee.infrastructure.databases.vector import get_vector_engine_async vector_engine = await get_vector_engine_async() if hasattr(vector_engine, "engine") and hasattr(vector_engine.engine, "dispose"): await vector_engine.engine.dispose(close=True) except Exception: pass from cognee.infrastructure.databases.relational.create_relational_engine import ( create_relational_engine, ) from cognee.infrastructure.databases.vector.create_vector_engine import _create_vector_engine from cognee.infrastructure.databases.graph.get_graph_engine import _create_graph_engine _create_graph_engine.cache_clear() _create_vector_engine.cache_clear() create_relational_engine.cache_clear() await cognee.prune.prune_data() await cognee.prune.prune_system(metadata=True) @pytest.fixture(scope="module") def event_loop(): """Single event loop for this module (avoids cross-loop futures).""" loop = asyncio.new_event_loop() try: yield loop finally: loop.close() @pytest_asyncio.fixture(scope="module") async def permissions_example_env(tmp_path_factory): """One-time environment setup for the permissions example test.""" # Ensure permissions feature is enabled (example requires it), but don't override if caller set it already. os.environ.setdefault("ENABLE_BACKEND_ACCESS_CONTROL", "True") root = tmp_path_factory.mktemp("permissions_example") cognee.config.data_root_directory(str(root / "data")) cognee.config.system_root_directory(str(root / "system")) await _reset_engines_and_prune() await engine_setup() assert backend_access_control_enabled(), ( "Expected permissions to be enabled via ENABLE_BACKEND_ACCESS_CONTROL=True" ) yield await _reset_engines_and_prune() async def test_permissions_example_flow(permissions_example_env): """Pytest version of `examples/python/permissions_example.py` (same scenarios, asserts instead of prints).""" # Patch LLM calls so GRAPH_COMPLETION can run without external API keys. llm_patch = patch( "cognee.infrastructure.llm.LLMGateway.LLMGateway.acreate_structured_output", new_callable=AsyncMock, return_value="MOCK_ANSWER", ) # Resolve example data file path (repo-shipped PDF). repo_root = pathlib.Path(__file__).resolve().parent explanation_file_path = str(repo_root / "test_data" / "artificial-intelligence.pdf") assert pathlib.Path(explanation_file_path).exists(), ( f"Expected example PDF to exist at {explanation_file_path}" ) # Same QUANTUM text as in the example. text = """A quantum computer is a computer that takes advantage of quantum mechanical phenomena. At small scales, physical matter exhibits properties of both particles and waves, and quantum computing leverages this behavior, specifically quantum superposition and entanglement, using specialized hardware that supports the preparation and manipulation of quantum states. """ # Create user_1, remember AI dataset. user_1 = await create_user("user_1@example.com", "example") ai_remember_result = await cognee.remember( [explanation_file_path], dataset_name="AI", user=user_1, self_improvement=False, ) # Create user_2, remember QUANTUM dataset. user_2 = await create_user("user_2@example.com", "example") quantum_remember_result = await cognee.remember( [text], dataset_name="QUANTUM", user=user_2, self_improvement=False, ) ai_dataset_id = _extract_dataset_id_from_remember(ai_remember_result) quantum_dataset_id = _extract_dataset_id_from_remember(quantum_remember_result) assert ai_dataset_id is not None assert quantum_dataset_id is not None with llm_patch: # user_1 can read own dataset. recall_results = await cognee.recall( query_type=SearchType.GRAPH_COMPLETION, query_text="What is in the document?", user=user_1, dataset_ids=[ai_dataset_id], ) assert isinstance(recall_results, list) and len(recall_results) == 1 assert recall_results[0].dataset_name == "AI" # GRAPH_COMPLETION appends an "Evidence:" section when include_references is # enabled (off by default), so match the mocked completion as a prefix. assert recall_results[0].text.startswith("MOCK_ANSWER") # user_1 can't read dataset owned by user_2. with pytest.raises(PermissionDeniedError): await cognee.recall( query_type=SearchType.GRAPH_COMPLETION, query_text="What is in the document?", user=user_1, dataset_ids=[quantum_dataset_id], ) # user_1 can't remember to user_2's dataset. with pytest.raises(PermissionDeniedError): await cognee.remember( [explanation_file_path], dataset_id=quantum_dataset_id, user=user_1, self_improvement=False, ) # user_2 grants read permission to user_1 for QUANTUM dataset. await authorized_give_permission_on_datasets(user_1.id, [quantum_dataset_id], "read", user_2.id) with llm_patch: # Now user_1 can read QUANTUM dataset via dataset_id. recall_results = await cognee.recall( query_type=SearchType.GRAPH_COMPLETION, query_text="What is in the document?", user=user_1, dataset_ids=[quantum_dataset_id], ) assert isinstance(recall_results, list) and len(recall_results) == 1 assert recall_results[0].dataset_name == "QUANTUM" # GRAPH_COMPLETION appends an "Evidence:" section when include_references is # enabled (off by default), so match the mocked completion as a prefix. assert recall_results[0].text.startswith("MOCK_ANSWER") # Tenant + role scenario. tenant_id = await create_tenant("CogneeLab", user_2.id) await select_tenant(user_id=user_2.id, tenant_id=tenant_id) role_id = await create_role(role_name="Researcher", owner_id=user_2.id) user_3 = await create_user("user_3@example.com", "example") await add_user_to_tenant(user_id=user_3.id, tenant_id=tenant_id, owner_id=user_2.id) await add_user_to_role(user_id=user_3.id, role_id=role_id, owner_id=user_2.id) await select_tenant(user_id=user_3.id, tenant_id=tenant_id) # Can't grant role permission on a dataset that isn't part of the active tenant. with pytest.raises(PermissionDeniedError): await authorized_give_permission_on_datasets( role_id, [quantum_dataset_id], "read", user_2.id ) # Re-create QUANTUM dataset in CogneeLab tenant so role permissions can be assigned. user_2 = await get_user(user_2.id) # refresh tenant context quantum_cognee_lab_remember_result = await cognee.remember( [text], dataset_name="QUANTUM_COGNEE_LAB", user=user_2, self_improvement=False, ) quantum_cognee_lab_dataset_id = _extract_dataset_id_from_remember( quantum_cognee_lab_remember_result ) assert quantum_cognee_lab_dataset_id is not None await authorized_give_permission_on_datasets( role_id, [quantum_cognee_lab_dataset_id], "read", user_2.id ) with llm_patch: # user_3 can read via role permission. recall_results = await cognee.recall( query_type=SearchType.GRAPH_COMPLETION, query_text="What is in the document?", user=user_3, dataset_ids=[quantum_cognee_lab_dataset_id], ) assert isinstance(recall_results, list) and len(recall_results) == 1 assert recall_results[0].dataset_name == "QUANTUM_COGNEE_LAB" # GRAPH_COMPLETION appends an "Evidence:" section when include_references is # enabled (off by default), so match the mocked completion as a prefix. assert recall_results[0].text.startswith("MOCK_ANSWER") # Remove user_3 from tenant (tenant owner user_2 removes user_3). await remove_user_from_tenant(user_id=user_3.id, tenant_id=tenant_id, owner_id=user_2.id) # user_3 can no longer read the tenant dataset after being removed. with pytest.raises(PermissionDeniedError): with llm_patch: await cognee.recall( query_type=SearchType.GRAPH_COMPLETION, query_text="What is in the document?", user=user_3, dataset_ids=[quantum_cognee_lab_dataset_id], ) async def test_remove_user_from_tenant_non_owner_gets_403(permissions_example_env): """Only tenant owner can remove users; non-owner gets 403.""" owner = await create_user("owner_rm@example.com", "example") member = await create_user("member_rm@example.com", "example") tenant_id = await create_tenant("TenantRm", owner.id) await add_user_to_tenant(user_id=member.id, tenant_id=tenant_id, owner_id=owner.id) # Member cannot remove another user (or themselves) from the tenant. with pytest.raises(PermissionDeniedError): await remove_user_from_tenant(user_id=member.id, tenant_id=tenant_id, owner_id=member.id) async def test_remove_user_from_tenant_cannot_remove_owner(permissions_example_env): """Removing the tenant owner from their own tenant returns 400.""" owner = await create_user("owner_only@example.com", "example") tenant_id = await create_tenant("TenantOwner", owner.id) with pytest.raises(CogneeValidationError) as exc_info: await remove_user_from_tenant(user_id=owner.id, tenant_id=tenant_id, owner_id=owner.id) assert exc_info.value.status_code == 400 assert "Cannot remove the tenant owner" in exc_info.value.message async def test_remove_user_from_tenant_user_not_in_tenant_404(permissions_example_env): """Removing a user who is not in the tenant returns 404.""" owner = await create_user("owner_404@example.com", "example") other_user = await create_user("other_404@example.com", "example") tenant_id = await create_tenant("Tenant404", owner.id) # other_user is not added to the tenant. with pytest.raises(EntityNotFoundError) as exc_info: await remove_user_from_tenant(user_id=other_user.id, tenant_id=tenant_id, owner_id=owner.id) assert "User not found in this tenant" in exc_info.value.message