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67 lines
2.5 KiB
Python
67 lines
2.5 KiB
Python
from pathlib import Path
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from fastapi.testclient import TestClient
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from private_gpt.chat.extensions.context_filter import ContextFilter
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from private_gpt.server.primitives.primitives_service import (
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SearchResponse,
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SemanticSearch,
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)
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from tests.fixtures.ingest_helper import IngestHelper
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def test_chunks_retrieval(test_client: TestClient, ingest_helper: IngestHelper) -> None:
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# Make sure there is at least some chunk to query in the database
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path = Path(__file__).parents[0] / "chunk_test.txt"
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ingest_helper.ingest_file(path, collection="chunk_collection")
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body = SemanticSearch(
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text="b483dd15-78c4-4d67-b546-21a0d690bf43",
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context_filter=ContextFilter(collection="chunk_collection"),
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expand=False,
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)
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response = test_client.post("/v1/primitives/search", json=body.model_dump())
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assert response.status_code == 200
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chunk_response = SearchResponse.model_validate(response.json())
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assert len(chunk_response.data) > 0
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for chunk in chunk_response.data:
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assert chunk.object == "context.chunk"
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assert len(chunk.previous_texts) == 0
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assert len(chunk.next_texts) == 0
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def test_chunks_retrieval_with_expansion(
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test_client: TestClient, ingest_helper: IngestHelper
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) -> None:
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# Make sure there is at least some chunk to query in the database
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path = Path(__file__).parents[0] / "chunk_test.txt"
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ingest_helper.ingest_file(path, collection="chunk_collection")
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body = SemanticSearch(
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text="b483dd15-78c4-4d67-b546-21a0d690bf43",
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context_filter=ContextFilter(collection="chunk_collection"),
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expand=True,
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)
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response = test_client.post("/v1/primitives/search", json=body.model_dump())
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assert response.status_code == 200
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chunk_response = SearchResponse.model_validate(response.json())
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assert len(chunk_response.data) > 0
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def test_chunks_retrieval_without_query(
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test_client: TestClient, ingest_helper: IngestHelper
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) -> None:
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# Make sure there is at least some chunk to query in the database
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path = Path(__file__).parents[0] / "chunk_test.txt"
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ingest_helper.ingest_file(path, collection="chunk_collection")
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body = SemanticSearch(
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text="",
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context_filter=ContextFilter(collection="chunk_collection"),
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expand=True,
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)
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response = test_client.post("/v1/primitives/search", json=body.model_dump())
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assert response.status_code == 200
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chunk_response = SearchResponse.model_validate(response.json())
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assert len(chunk_response.data) == 0
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