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# What - This is to add unit test for svm retriever. --------- Co-authored-by: Bagatur <baskaryan@gmail.com>
28 lines
981 B
Python
28 lines
981 B
Python
import pytest
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from langchain.embeddings import FakeEmbeddings
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from langchain.retrievers.svm import SVMRetriever
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from langchain.schema import Document
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class TestSVMRetriever:
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@pytest.mark.requires("sklearn")
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def test_from_texts(self) -> None:
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input_texts = ["I have a pen.", "Do you have a pen?", "I have a bag."]
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svm_retriever = SVMRetriever.from_texts(
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texts=input_texts, embeddings=FakeEmbeddings(size=100)
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)
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assert len(svm_retriever.texts) == 3
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@pytest.mark.requires("sklearn")
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def test_from_documents(self) -> None:
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input_docs = [
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Document(page_content="I have a pen.", metadata={"foo": "bar"}),
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Document(page_content="Do you have a pen?"),
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Document(page_content="I have a bag."),
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]
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svm_retriever = SVMRetriever.from_documents(
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documents=input_docs, embeddings=FakeEmbeddings(size=100)
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)
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assert len(svm_retriever.texts) == 3
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