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62 lines
1.6 KiB
Python
62 lines
1.6 KiB
Python
import json
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import os
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from unittest.mock import patch
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from langchain.schema import Document
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from core.model_providers.models.reranking.cohere_reranking import CohereReranking
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from core.model_providers.providers.cohere_provider import CohereProvider
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from models.provider import Provider, ProviderType
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def get_mock_provider(valid_api_key):
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return Provider(
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id='provider_id',
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tenant_id='tenant_id',
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provider_name='cohere',
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provider_type=ProviderType.CUSTOM.value,
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encrypted_config=json.dumps({'api_key': valid_api_key}),
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is_valid=True,
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)
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def get_mock_model():
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valid_api_key = os.environ['COHERE_API_KEY']
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provider = CohereProvider(provider=get_mock_provider(valid_api_key))
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return CohereReranking(
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model_provider=provider,
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name='rerank-english-v2.0'
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)
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def decrypt_side_effect(tenant_id, encrypted_api_key):
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return encrypted_api_key
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@patch('core.helper.encrypter.decrypt_token', side_effect=decrypt_side_effect)
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def test_run(mock_decrypt):
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model = get_mock_model()
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docs = []
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docs.append(Document(
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page_content='bye',
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metadata={
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"doc_id": 'a',
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"doc_hash": 'doc_hash',
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"document_id": 'document_id',
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"dataset_id": 'dataset_id',
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}
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))
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docs.append(Document(
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page_content='hello',
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metadata={
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"doc_id": 'b',
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"doc_hash": 'doc_hash',
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"document_id": 'document_id',
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"dataset_id": 'dataset_id',
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}
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))
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rst = model.rerank('hello', docs, None, 2)
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assert rst[0].page_content == 'hello'
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