Bugfixes and test updates for passing tests for both postgres and chroma

This commit is contained in:
Sarah Wooders
2023-12-22 10:29:27 +04:00
parent b4b05bd75d
commit e2b29d8995
5 changed files with 167 additions and 76 deletions

View File

@@ -1,4 +1,5 @@
import os
import uuid
import subprocess
import sys
import pytest
@@ -11,7 +12,7 @@ import pytest
import pgvector # Try to import again after installing
from memgpt.connectors.storage import StorageConnector, TableType
from memgpt.connectors.chroma import ChromaStorageConnector
from memgpt.connectors.db import PostgresStorageConnector, LanceDBConnector
from memgpt.connectors.db import SQLStorageConnector, LanceDBConnector
from memgpt.embeddings import embedding_model
from memgpt.data_types import Message, Passage
from memgpt.config import MemGPTConfig, AgentConfig
@@ -22,13 +23,13 @@ from memgpt.constants import DEFAULT_MEMGPT_MODEL, DEFAULT_PERSONA, DEFAULT_HUMA
import argparse
from datetime import datetime, timedelta
# Note: the database will filter out rows that do not correspond to agent1 and test_user by default.
texts = ["This is a test passage", "This is another test passage", "Cinderella wept"]
start_date = datetime(2009, 10, 5, 18, 00)
dates = [start_date - timedelta(weeks=1), start_date, start_date + timedelta(weeks=1)]
dates = [start_date, start_date - timedelta(weeks=1), start_date + timedelta(weeks=1)]
roles = ["user", "agent", "agent"]
agent_ids = ["agent1", "agent2", "agent1"]
ids = ["test1", "test2", "test3"] # TODO: generate unique uuid
ids = [uuid.uuid4(), uuid.uuid4(), uuid.uuid4()]
user_id = "test_user"
@@ -41,16 +42,7 @@ def generate_passages(embed_model):
embedding = None
if embed_model:
embedding = embed_model.get_text_embedding(text)
passages.append(
Passage(
user_id=user_id,
text=text,
agent_id=agent_id,
embedding=embedding,
data_source="test_source",
id=id,
)
)
passages.append(Passage(user_id=user_id, text=text, agent_id=agent_id, embedding=embedding, data_source="test_source", id=id))
return passages
@@ -65,7 +57,8 @@ def generate_messages():
@pytest.mark.parametrize("storage_connector", ["postgres", "chroma", "lancedb"])
@pytest.mark.parametrize("table_type", [TableType.ARCHIVAL_MEMORY, TableType.RECALL_MEMORY])
# @pytest.mark.parametrize("storage_connector", ["postgres"])
@pytest.mark.parametrize("table_type", [TableType.RECALL_MEMORY, TableType.ARCHIVAL_MEMORY])
def test_storage(storage_connector, table_type):
# setup memgpt config
@@ -88,10 +81,16 @@ def test_storage(storage_connector, table_type):
config.archival_storage_type = "lancedb"
config.recall_storage_type = "lancedb"
if storage_connector == "chroma":
if table_type == TableType.RECALL_MEMORY:
print("Skipping test, chroma only supported for archival memory")
return
config.archival_storage_type = "chroma"
config.recall_storage_type = "chroma"
config.recall_storage_path = "./test_chroma"
config.archival_storage_path = "./test_chroma"
if storage_connector == "local":
if table_type == TableType.ARCHIVAL_MEMORY:
print("Skipping test, local only supported for recall memory")
return
config.recall_storage_type = "local"
# get embedding model
embed_model = None
@@ -116,7 +115,8 @@ def test_storage(storage_connector, table_type):
# create storage connector
conn = StorageConnector.get_storage_connector(storage_type=storage_connector, table_type=table_type, agent_config=agent_config)
conn.delete() # clear out data
# conn.client.delete_collection(conn.collection.name) # clear out data
conn.delete_table()
conn = StorageConnector.get_storage_connector(storage_type=storage_connector, table_type=table_type, agent_config=agent_config)
# override filters
@@ -161,6 +161,7 @@ def test_storage(storage_connector, table_type):
assert len(all_records) == 1, f"Expected 1 records, got {len(all_records)}"
# test: get
print("GET ID", ids[0], records)
res = conn.get(id=ids[0])
assert res.text == texts[0], f"Expected {texts[0]}, got {res.text}"
@@ -178,8 +179,8 @@ def test_storage(storage_connector, table_type):
assert len(res) == 2, f"Expected 2 results, got {len(res)}"
assert "wept" in res[0].text, f"Expected 'wept' in results, but got {res[0].text}"
# test optional query functions
if storage_connector != "chroma":
# test optional query functions for recall memory
if table_type == TableType.RECALL_MEMORY:
# test: query_text
query = "CindereLLa"
res = conn.query_text(query)
@@ -187,12 +188,13 @@ def test_storage(storage_connector, table_type):
assert "Cinderella" in res[0].text, f"Expected 'Cinderella' in results, but got {res[0].text}"
# test: query_date (recall memory only)
if table_type == TableType.RECALL_MEMORY:
print("Testing recall memory date search")
start_date = start_date - timedelta(days=1)
end_date = start_date + timedelta(days=1)
res = conn.query_date(start_date=start_date, end_date=end_date)
assert len(res) == 1, f"Expected 1 result, got {len(res): {res}}"
print("Testing recall memory date search")
start_date = datetime(2009, 10, 5, 18, 00)
start_date = start_date - timedelta(days=1)
end_date = start_date + timedelta(days=1)
res = conn.query_date(start_date=start_date, end_date=end_date)
print("DATE", res)
assert len(res) == 1, f"Expected 1 result, got {len(res)}: {res}"
# test: delete
conn.delete({"id": ids[0]})