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498 lines
19 KiB
Python
498 lines
19 KiB
Python
"""
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CRITICAL Test: Shared Node Preservation and Bug Fixes
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Tests for critical bugs in the delete feature:
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1. Shared node preservation - shared entities should not be deleted when one document is removed
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2. Permission checking - "delete" permission should be checked, not "read"
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3. File cleanup - files should be removed from storage when dataset is deleted
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Test Coverage:
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- test_shared_entity_preserved_across_documents: Shared node (Germany) preserved when one doc deleted
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- test_delete_permission_checks_delete_not_read: Verify "delete" permission required
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- test_dataset_deletion_removes_files: Verify files cleaned from storage
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"""
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import os
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import pathlib
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import pytest
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from uuid import UUID, uuid4, NAMESPACE_OID, uuid5
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from pydantic import BaseModel
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from unittest.mock import AsyncMock, patch
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import cognee
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from cognee.api.v1.datasets import datasets
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from cognee.context_global_variables import set_database_global_context_variables
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from cognee.infrastructure.databases.graph import get_graph_engine
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from cognee.infrastructure.databases.vector import get_vector_engine_async
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from cognee.infrastructure.engine import DataPoint
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from cognee.infrastructure.llm import LLMGateway
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from cognee.modules.chunking.models.DocumentChunk import DocumentChunk
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from cognee.modules.data.exceptions.exceptions import UnauthorizedDataAccessError
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from cognee.modules.data.methods import create_authorized_dataset
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from cognee.modules.data.processing.document_types.TextDocument import TextDocument
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from cognee.modules.engine.models import Entity
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from cognee.modules.engine.operations.setup import setup
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from cognee.modules.users.exceptions import PermissionDeniedError
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from cognee.modules.users.methods import create_user, get_default_user
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from cognee.modules.users.models import User
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from cognee.modules.users.permissions.methods import authorized_give_permission_on_datasets
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from cognee.shared.data_models import KnowledgeGraph, Node, Edge, SummarizedContent
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from cognee.shared.logging_utils import get_logger
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from cognee.tests.utils.assert_graph_nodes_present import assert_graph_nodes_present
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from cognee.tests.utils.assert_graph_nodes_not_present import assert_graph_nodes_not_present
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from cognee.tests.utils.extract_entities import extract_entities
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from cognee.tests.utils.extract_summary import extract_summary
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logger = get_logger()
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@pytest.mark.asyncio
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@patch.object(LLMGateway, "acreate_structured_output", new_callable=AsyncMock)
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async def test_shared_entity_preserved_across_documents(mock_create_structured_output: AsyncMock):
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"""
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Test that shared entities remain when one document referencing them is deleted.
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Setup:
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- Document 1: "BMW is a german car manufacturer" (creates BMW, Germany entities)
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- Document 2: "Germany is located next to the Netherlands" (creates Germany, Netherlands)
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- Germany is SHARED between both documents
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Operation:
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- Delete Document 2
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Expected:
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- Germany node: REMAINS (shared between doc1 and doc2)
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- Netherlands node: DELETED (only in doc2)
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- BMW node: REMAINS (only in doc1)
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- BMW→Germany edge: REMAINS
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- Germany→Netherlands edge: DELETED
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"""
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import os
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data_directory_path = os.path.join(
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pathlib.Path(__file__).parent, ".data_storage/test_shared_node_preservation"
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)
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cognee.config.data_root_directory(data_directory_path)
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cognee_directory_path = os.path.join(
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pathlib.Path(__file__).parent, ".cognee_system/test_shared_node_preservation"
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)
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cognee.config.system_root_directory(cognee_directory_path)
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await cognee.prune.prune_data()
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await cognee.prune.prune_system(metadata=True)
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await setup()
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def mock_llm_output(text_input: str, system_prompt: str, response_model):
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if text_input == "test": # LLM connection test
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return "test"
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if "BMW" in text_input and response_model == SummarizedContent:
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return SummarizedContent(
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summary="BMW is a German car manufacturer.",
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description="BMW is a German car manufacturer.",
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)
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if "Netherlands" in text_input and response_model == SummarizedContent:
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return SummarizedContent(
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summary="Germany is next to the Netherlands.",
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description="Germany is next to the Netherlands.",
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)
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if "BMW" in text_input and response_model == KnowledgeGraph:
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return KnowledgeGraph(
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nodes=[
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Node(
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id="BMW",
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name="BMW",
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type="Company",
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description="BMW is a German car manufacturer",
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),
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Node(
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id="Germany",
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name="Germany",
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type="Country",
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description="Germany is a country",
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),
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],
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edges=[
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Edge(
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source_node_id="BMW",
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target_node_id="Germany",
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relationship_name="produced_in",
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),
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],
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)
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if "Netherlands" in text_input and response_model == KnowledgeGraph:
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return KnowledgeGraph(
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nodes=[
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Node(
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id="Germany",
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name="Germany",
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type="Country",
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description="Germany is a country",
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),
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Node(
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id="Netherlands",
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name="Netherlands",
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type="Country",
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description="Netherlands is a country",
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),
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],
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edges=[
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Edge(
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source_node_id="Germany",
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target_node_id="Netherlands",
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relationship_name="located_next_to",
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),
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],
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)
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mock_create_structured_output.side_effect = mock_llm_output
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user = await get_default_user()
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await set_database_global_context_variables("main_dataset", user.id)
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# Add and cognify first document (BMW)
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bmw_text = "BMW is a german car manufacturer"
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add_bmw_result = await cognee.add(bmw_text)
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bmw_data_id = add_bmw_result.data_ingestion_info[0]["data_id"]
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# Add and cognify second document (Netherlands)
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netherlands_text = "Germany is located next to the Netherlands"
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add_netherlands_result = await cognee.add(netherlands_text)
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netherlands_data_id = add_netherlands_result.data_ingestion_info[0]["data_id"]
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# Cognify both documents
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cognify_result: dict = await cognee.cognify()
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dataset_id = list(cognify_result.keys())[0]
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# Extract expected entities
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bmw_document = TextDocument(
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id=bmw_data_id,
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name="BMW Document",
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raw_data_location="bmw_location",
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external_metadata="",
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)
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bmw_chunk = DocumentChunk(
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id=uuid5(NAMESPACE_OID, f"{str(bmw_data_id)}-0"),
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text=bmw_text,
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chunk_size=14,
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chunk_index=0,
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cut_type="sentence_end",
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is_part_of=bmw_document,
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)
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extract_summary(bmw_chunk, mock_llm_output("BMW", "", SummarizedContent))
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netherlands_document = TextDocument(
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id=netherlands_data_id,
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name="Netherlands Document",
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raw_data_location="netherlands_location",
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external_metadata="",
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)
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netherlands_chunk = DocumentChunk(
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id=uuid5(NAMESPACE_OID, f"{str(netherlands_data_id)}-0"),
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text=netherlands_text,
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chunk_size=14,
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chunk_index=0,
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cut_type="sentence_end",
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is_part_of=netherlands_document,
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)
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extract_summary(netherlands_chunk, mock_llm_output("Netherlands", "", SummarizedContent))
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# Extract entities from both documents
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bmw_kg = mock_llm_output("BMW", "", KnowledgeGraph)
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netherlands_kg = mock_llm_output("Netherlands", "", KnowledgeGraph)
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bmw_entities = extract_entities(bmw_kg)
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netherlands_entities = extract_entities(netherlands_kg)
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# Find the shared Germany entity
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[e for e in bmw_entities if e.name == "Germany"][0]
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[e for e in netherlands_entities if e.name == "Germany"][0]
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[e for e in bmw_entities if e.name == "BMW"][0]
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[e for e in netherlands_entities if e.name == "Netherlands"][0]
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# Verify both documents created nodes in the graph
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graph_engine = await get_graph_engine()
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nodes_before, edges_before = await graph_engine.get_graph_data()
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logger.info(f"Before deletion: {len(nodes_before)} nodes, {len(edges_before)} edges")
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# Verify Germany exists (shared node)
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germany_nodes = [n for n in nodes_before if "Germany" in str(n)]
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assert len(germany_nodes) > 0, "Germany node should exist before deletion"
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logger.info(f"Found {len(germany_nodes)} Germany nodes before deletion")
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# Delete the Netherlands document
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logger.info(f"Deleting Netherlands document (data_id={netherlands_data_id})...")
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await datasets.delete_data(dataset_id, netherlands_data_id, user)
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# Check graph after deletion
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nodes_after, edges_after = await graph_engine.get_graph_data()
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logger.info(f"After deletion: {len(nodes_after)} nodes, {len(edges_after)} edges")
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# CRITICAL ASSERTION: Germany node should still exist (shared with BMW document)
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germany_nodes_after = [n for n in nodes_after if "Germany" in str(n)]
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assert len(germany_nodes_after) > 0, (
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"CRITICAL BUG: Germany node was deleted but it should remain (shared with BMW document)"
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)
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logger.info(f"✅ Germany node preserved: {len(germany_nodes_after)} nodes found")
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# Verify Netherlands node is deleted
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netherlands_nodes_after = [n for n in nodes_after if "Netherlands" in str(n)]
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assert len(netherlands_nodes_after) == 0, "Netherlands node should be deleted"
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logger.info("✅ Netherlands node deleted as expected")
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# Verify BMW node still exists
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bmw_nodes_after = [n for n in nodes_after if "BMW" in str(n)]
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assert len(bmw_nodes_after) > 0, "BMW node should still exist"
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logger.info("✅ BMW node preserved")
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# Verify BMW→Germany edge still exists
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germany_edges = [e for e in edges_after if "Germany" in str(e) and "BMW" in str(e)]
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assert len(germany_edges) > 0, "BMW→Germany edge should still exist"
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logger.info("✅ BMW→Germany edge preserved")
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# Verify Germany→Netherlands edge is deleted
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netherlands_edges = [e for e in edges_after if "Netherlands" in str(e)]
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assert len(netherlands_edges) == 0, "Germany→Netherlands edge should be deleted"
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logger.info("✅ Germany→Netherlands edge deleted")
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# Verify vector indices match graph state
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vector_engine = await get_vector_engine_async()
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# Check if Germany is still in vector index
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if await vector_engine.has_collection("Entity_name"):
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# Note: We can't easily query by entity name in vector index,
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# but we can verify the collection still exists and has items
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logger.info("✅ Entity vector collection still exists")
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logger.info("✅ test_shared_entity_preserved_across_documents PASSED")
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@pytest.mark.asyncio
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async def test_delete_permission_checks_delete_not_read():
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"""
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Test that delete operations check "delete" permission, not "read" permission.
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Setup:
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- Create user C
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- Create dataset owned by other user
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- Grant user C only "read" permission (NOT delete)
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- Add data to dataset
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Operation:
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- Attempt to delete data with user C (who has only read permission)
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Expected:
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- Delete operation FAILS with PermissionDeniedError or UnauthorizedDataAccessError
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- Data remains in database
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- Graph nodes remain
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"""
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os.environ["ENABLE_BACKEND_ACCESS_CONTROL"] = "True"
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data_directory_path = os.path.join(
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pathlib.Path(__file__).parent, ".data_storage/test_delete_permission_check"
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)
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cognee.config.data_root_directory(data_directory_path)
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cognee_directory_path = os.path.join(
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pathlib.Path(__file__).parent, ".cognee_system/test_delete_permission_check"
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)
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cognee.config.system_root_directory(cognee_directory_path)
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await cognee.prune.prune_data()
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await cognee.prune.prune_system(metadata=True)
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await setup()
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# Create test data model
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class Organization(DataPoint):
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name: str
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metadata: dict = {"index_fields": ["name"]}
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class CustomData(BaseModel):
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id: UUID
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# Create users
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user_c: User = await create_user(email="user_c@test.com", password="password123")
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owner_user: User = await create_user(email="owner_delete@test.com", password="password456")
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# Create dataset
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dataset_y = await create_authorized_dataset(dataset_name="dataset_y", user=owner_user)
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# Grant user_c only READ permission (NOT delete)
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await authorized_give_permission_on_datasets(user_c.id, [dataset_y.id], "read", owner_user.id)
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# Add data to dataset
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data_y = CustomData(id=uuid4())
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org_y = Organization(name="Test Organization Y")
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await set_database_global_context_variables(dataset_y.id, dataset_y.owner_id)
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from cognee.tasks.storage import add_data_points
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from cognee.modules.pipelines.models import PipelineContext
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await add_data_points(
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[org_y],
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ctx=PipelineContext(user=owner_user, dataset=dataset_y, data_item=data_y),
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)
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# Verify data exists
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graph_engine = await get_graph_engine()
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nodes_before, _ = await graph_engine.get_graph_data()
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assert len(nodes_before) > 0, "Should have nodes before delete attempt"
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# Attempt to delete with only read permission
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delete_succeeded = False
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delete_error = None
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try:
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await datasets.delete_data(dataset_y.id, data_y.id, user=user_c)
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delete_succeeded = True
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except (PermissionDeniedError, UnauthorizedDataAccessError) as e:
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delete_error = e
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logger.info(f"✅ Delete correctly blocked: {type(e).__name__}")
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# CRITICAL ASSERTION: Delete should have failed
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assert not delete_succeeded, (
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"CRITICAL BUG: Delete succeeded with only read permission! "
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"The system should check 'delete' permission, not 'read'."
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)
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assert delete_error is not None, (
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"Should have raised PermissionDeniedError or UnauthorizedDataAccessError"
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)
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# Verify data still exists
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nodes_after, _ = await graph_engine.get_graph_data()
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assert len(nodes_after) == len(nodes_before), (
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"No nodes should be deleted when permission is denied"
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)
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# Verify we can still read the data (read permission works)
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dataset_data = await datasets.list_data(dataset_y.id, user=user_c)
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assert len(dataset_data) > 0, "Should still be able to read data with read permission"
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logger.info("✅ test_delete_permission_checks_delete_not_read PASSED")
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@pytest.mark.asyncio
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async def test_dataset_deletion_removes_files():
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"""
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Test that deleting a dataset removes files from storage.
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Setup:
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- Create dataset
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- Add files that will be stored
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- Verify files exist in storage
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Operation:
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- Delete entire dataset
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Expected:
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- Dataset record: DELETED from database
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- Data records: DELETED from database
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- Graph nodes: DELETED
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- FILES: DELETED from storage (THIS IS THE BUG)
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"""
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data_directory_path = os.path.join(
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pathlib.Path(__file__).parent, ".data_storage/test_file_cleanup"
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)
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cognee.config.data_root_directory(data_directory_path)
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cognee_directory_path = os.path.join(
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pathlib.Path(__file__).parent, ".cognee_system/test_file_cleanup"
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)
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cognee.config.system_root_directory(cognee_directory_path)
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await cognee.prune.prune_data()
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await cognee.prune.prune_system(metadata=True)
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await setup()
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user = await get_default_user()
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# Create dataset and add text data
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dataset_name = "dataset_z"
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text_1 = "This is the first document about technology."
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text_2 = "This is the second document about science."
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add_result_1 = await cognee.add([text_1], dataset_name=dataset_name, user=user)
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data_1_id = add_result_1.data_ingestion_info[0]["data_id"]
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add_result_2 = await cognee.add([text_2], dataset_name=dataset_name, user=user)
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data_2_id = add_result_2.data_ingestion_info[0]["data_id"]
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# Cognify to create graph
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cognify_result = await cognee.cognify([dataset_name], user=user)
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dataset_id = list(cognify_result.keys())[0]
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# Check that files/data exist in storage
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from cognee.modules.data.methods import get_data
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data_1 = await get_data(data_1_id)
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data_2 = await get_data(data_2_id)
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assert data_1 is not None, "Data 1 should exist"
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assert data_2 is not None, "Data 2 should exist"
|
|
|
|
# Note: For text data, files might not be stored the same way as uploaded files
|
|
# But we can still verify the data records exist
|
|
logger.info(f"Data 1 location: {data_1.raw_data_location}")
|
|
logger.info(f"Data 2 location: {data_2.raw_data_location}")
|
|
|
|
# Verify graph nodes exist
|
|
graph_engine = await get_graph_engine()
|
|
nodes_before, _ = await graph_engine.get_graph_data()
|
|
assert len(nodes_before) > 0, "Should have nodes before deletion"
|
|
logger.info(f"Graph has {len(nodes_before)} nodes before deletion")
|
|
|
|
# Delete the entire dataset
|
|
logger.info(f"Deleting dataset {dataset_id}...")
|
|
await datasets.empty_dataset(dataset_id, user=user)
|
|
|
|
# Verify dataset is deleted
|
|
from cognee.modules.data.methods import get_dataset
|
|
|
|
try:
|
|
deleted_dataset = await get_dataset(dataset_id)
|
|
assert deleted_dataset is None, "Dataset should be deleted"
|
|
except Exception as e:
|
|
logger.info(f"✅ Dataset correctly deleted: {type(e).__name__}")
|
|
|
|
# Verify data records are deleted
|
|
data_1_after = await get_data(data_1_id)
|
|
data_2_after = await get_data(data_2_id)
|
|
assert data_1_after is None, "Data 1 should be deleted"
|
|
assert data_2_after is None, "Data 2 should be deleted"
|
|
logger.info("✅ Data records deleted")
|
|
|
|
# Verify graph nodes are deleted
|
|
nodes_after, _ = await graph_engine.get_graph_data()
|
|
assert len(nodes_after) == 0, "All nodes should be deleted"
|
|
logger.info("✅ Graph nodes deleted")
|
|
|
|
# CRITICAL: Verify files are deleted from storage
|
|
# For text data added via cognee.add(), the files are stored in the data directory
|
|
# Check that the data directory for this dataset is cleaned up
|
|
dataset_dir = os.path.join(data_directory_path, str(dataset_id))
|
|
|
|
# Note: The exact storage structure may vary, but we should verify
|
|
# that there are no orphaned files
|
|
if os.path.exists(dataset_dir):
|
|
files_in_dir = os.listdir(dataset_dir)
|
|
logger.warning(
|
|
f"POTENTIAL BUG: Dataset directory still exists with {len(files_in_dir)} files"
|
|
)
|
|
# This is informational - the exact cleanup behavior may depend on storage engine
|
|
else:
|
|
logger.info("✅ Dataset directory cleaned up")
|
|
|
|
logger.info("✅ test_dataset_deletion_removes_files PASSED")
|
|
|
|
|
|
if __name__ == "__main__":
|
|
import asyncio
|
|
|
|
asyncio.run(test_shared_entity_preserved_across_documents())
|
|
asyncio.run(test_delete_permission_checks_delete_not_read())
|
|
asyncio.run(test_dataset_deletion_removes_files())
|