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https://github.com/crewAIInc/crewAI.git
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test: add tests about memory events usage
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@@ -1,5 +1,12 @@
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from unittest.mock import MagicMock, patch
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from unittest.mock import MagicMock, patch, ANY
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from collections import defaultdict
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from crewai.utilities.events import crewai_event_bus
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from crewai.utilities.events.memory_events import (
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MemorySaveStartedEvent,
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MemorySaveCompletedEvent,
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MemoryQueryStartedEvent,
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MemoryQueryCompletedEvent,
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)
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import pytest
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from mem0.memory.main import Memory
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@@ -10,7 +17,6 @@ from crewai.memory.external.external_memory_item import ExternalMemoryItem
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from crewai.memory.storage.interface import Storage
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from crewai.task import Task
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@pytest.fixture
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def mock_mem0_memory():
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mock_memory = MagicMock(spec=Memory)
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@@ -188,7 +194,8 @@ def test_crew_external_memory_save_using_crew_without_memory_flag(
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assert mock_method.call_count > 0
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def test_external_memory_custom_storage(crew_with_external_memory):
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@pytest.fixture
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def custom_storage():
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class CustomStorage(Storage):
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def __init__(self):
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self.memories = []
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@@ -203,6 +210,9 @@ def test_external_memory_custom_storage(crew_with_external_memory):
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self.memories = []
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custom_storage = CustomStorage()
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return custom_storage
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def test_external_memory_custom_storage(custom_storage, crew_with_external_memory):
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external_memory = ExternalMemory(storage=custom_storage)
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# by ensuring the crew is set, we can test that the storage is used
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@@ -221,3 +231,103 @@ def test_external_memory_custom_storage(crew_with_external_memory):
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external_memory.reset()
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results = external_memory.search("test")
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assert len(results) == 0
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def test_external_memory_search_events(custom_storage, external_memory_with_mocked_config):
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events = defaultdict(list)
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external_memory_with_mocked_config.storage = custom_storage
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@crewai_event_bus.on(MemoryQueryStartedEvent)
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def on_search_started(source, event):
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events["MemoryQueryStartedEvent"].append(event)
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@crewai_event_bus.on(MemoryQueryCompletedEvent)
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def on_search_completed(source, event):
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events["MemoryQueryCompletedEvent"].append(event)
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external_memory_with_mocked_config.search(
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query="test value",
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limit=3,
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score_threshold=0.35,
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)
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assert len(events["MemoryQueryStartedEvent"]) == 1
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assert len(events["MemoryQueryCompletedEvent"]) == 1
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assert len(events["MemoryQueryFailedEvent"]) == 0
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assert dict(events["MemoryQueryStartedEvent"][0]) == {
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'timestamp': ANY,
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'type': 'memory_query_started',
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'source_fingerprint': None,
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'source_type': 'external_memory',
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'fingerprint_metadata': None,
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'query': 'test value',
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'limit': 3,
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'score_threshold': 0.35
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}
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assert dict(events["MemoryQueryCompletedEvent"][0]) == {
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'timestamp': ANY,
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'type': 'memory_query_completed',
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'source_fingerprint': None,
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'source_type': 'external_memory',
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'fingerprint_metadata': None,
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'query': 'test value',
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'results': [],
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'limit': 3,
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'score_threshold': 0.35,
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'query_time_ms': ANY
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}
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crewai_event_bus._handlers.clear()
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def test_external_memory_save_events(custom_storage, external_memory_with_mocked_config):
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events = defaultdict(list)
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external_memory_with_mocked_config.storage = custom_storage
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@crewai_event_bus.on(MemorySaveStartedEvent)
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def on_save_started(source, event):
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events["MemorySaveStartedEvent"].append(event)
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@crewai_event_bus.on(MemorySaveCompletedEvent)
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def on_save_completed(source, event):
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events["MemorySaveCompletedEvent"].append(event)
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external_memory_with_mocked_config.save(
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value="saving value",
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metadata={"task": "test_task"},
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agent="test_agent",
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)
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assert len(events["MemorySaveStartedEvent"]) == 1
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assert len(events["MemorySaveCompletedEvent"]) == 1
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assert len(events["MemorySaveFailedEvent"]) == 0
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assert dict(events["MemorySaveStartedEvent"][0]) == {
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'timestamp': ANY,
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'type': 'memory_save_started',
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'source_fingerprint': None,
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'source_type': 'external_memory',
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'fingerprint_metadata': None,
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'value': 'saving value',
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'metadata': {'task': 'test_task'},
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'agent_role': "test_agent"
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}
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assert dict(events["MemorySaveCompletedEvent"][0]) == {
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'timestamp': ANY,
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'type': 'memory_save_completed',
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'source_fingerprint': None,
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'source_type': 'external_memory',
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'fingerprint_metadata': None,
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'value': 'saving value',
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'metadata': {'task': 'test_task', 'agent': 'test_agent'},
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'agent_role': "test_agent",
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'save_time_ms': ANY
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}
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crewai_event_bus._handlers.clear()
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