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ragflow/test/unit_test/rag/graphrag/conftest.py

59 lines
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Python

#
# Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
"""
Mock heavy dependencies that graphrag/utils.py transitively imports,
so unit tests can run without infrastructure services (Redis, Elasticsearch, etc.).
"""
import sys
from unittest.mock import MagicMock
_modules_to_mock = [
"quart",
"common.connection_utils",
"common.settings",
"common.doc_store",
"common.doc_store.doc_store_base",
"api.db.services",
"api.db.services.task_service",
"rag.graphrag.general.leiden",
"rag.llm.chat_model",
"rag.nlp",
"rag.nlp.search",
"rag.nlp.rag_tokenizer",
"rag.utils.redis_conn",
]
for mod_name in _modules_to_mock:
if mod_name not in sys.modules:
sys.modules[mod_name] = MagicMock()
# Ensure `from common.connection_utils import timeout` returns a no-op decorator
sys.modules["common.connection_utils"].timeout = lambda *a, **kw: lambda fn: fn
sys.modules["api.db.services.task_service"].has_canceled = lambda *_a, **_kw: False
sys.modules["rag.graphrag.general.leiden"].run = lambda *_a, **_kw: {}
sys.modules["rag.graphrag.general.leiden"].add_community_info2graph = lambda *_a, **_kw: None
# Only stub ``Base`` when we actually mocked chat_model. This conftest mutates
# the global sys.modules at import time, and rag/graphrag/ is collected before
# rag/llm/. If an earlier test package already imported the real chat_model,
# unconditionally assigning ``Base = object`` clobbered the genuine class and
# leaked into the rag/llm unit tests that import it (AttributeError: no
# attribute '_clean_conf'). graphrag only uses ``Base`` as a type alias, so the
# real class works just as well when it is already loaded.
if isinstance(sys.modules["rag.llm.chat_model"], MagicMock):
sys.modules["rag.llm.chat_model"].Base = object