56 lines
2.1 KiB
Python
56 lines
2.1 KiB
Python
import os
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from typing import Callable, List, Literal
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import pytest
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# import monkeypatch
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from _pytest.monkeypatch import MonkeyPatch
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from qdrant_client import QdrantClient
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from unstructured.chunking.title import chunk_by_title
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from unstructured.partition.md import partition_md
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from tests.integration_tests.model_runtime.__mock.openai_completion import MockCompletionsClass
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from tests.integration_tests.rag.__mock.qdrant_function import MockQdrantClass
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from tests.integration_tests.rag.__mock.unstructured_function import MockUnstructuredClass
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def mock_qdrant(monkeypatch: MonkeyPatch, methods: List[Literal["get_collections", "delete", "recreate_collection", "create_payload_index", "upsert", "scroll", "search"]]) -> Callable[[], None]:
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"""
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mock unstructured module
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:param monkeypatch: pytest monkeypatch fixture
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:return: unpatch function
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"""
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def unpatch() -> None:
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monkeypatch.undo()
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if "delete" in methods:
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monkeypatch.setattr(QdrantClient, "delete", MockQdrantClass.delete())
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if "get_collections" in methods:
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monkeypatch.setattr(QdrantClient, "get_collections", MockQdrantClass.get_collections())
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if "recreate_collection" in methods:
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monkeypatch.setattr(QdrantClient, "recreate_collection", MockQdrantClass.recreate_collection())
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if "create_payload_index" in methods:
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monkeypatch.setattr(QdrantClient, "create_payload_index", MockQdrantClass.create_payload_index())
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if "upsert" in methods:
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monkeypatch.setattr(QdrantClient, "upsert", MockQdrantClass.upsert())
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if "scroll" in methods:
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monkeypatch.setattr(QdrantClient, "scroll", MockQdrantClass.scroll())
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if "search" in methods:
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monkeypatch.setattr(QdrantClient, "search", MockQdrantClass.search())
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return unpatch
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MOCK = os.getenv('MOCK_SWITCH', 'false').lower() == 'true'
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@pytest.fixture
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def setup_qdrant_mock(request, monkeypatch):
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methods = request.param if hasattr(request, 'param') else []
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if MOCK:
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unpatch = mock_qdrant(monkeypatch, methods=methods)
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yield
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if MOCK:
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unpatch()
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