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25fbe356b4
This PR upgrades community to a recent version of mypy. It inserts type: ignore on all existing failures.
85 lines
2.3 KiB
Python
85 lines
2.3 KiB
Python
"""Test dashscope embeddings."""
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import numpy as np
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from langchain_community.embeddings.dashscope import DashScopeEmbeddings
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def test_dashscope_embedding_documents() -> None:
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"""Test dashscope embeddings."""
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documents = ["foo bar"]
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embedding = DashScopeEmbeddings(model="text-embedding-v1") # type: ignore[call-arg]
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output = embedding.embed_documents(documents)
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assert len(output) == 1
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assert len(output[0]) == 1536
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def test_dashscope_embedding_documents_multiple() -> None:
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"""Test dashscope embeddings."""
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documents = [
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"foo bar",
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"bar foo",
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"foo",
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"foo0",
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"foo1",
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"foo2",
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"foo3",
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"foo4",
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"foo5",
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"foo6",
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"foo7",
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"foo8",
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"foo9",
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"foo10",
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"foo11",
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"foo12",
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"foo13",
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"foo14",
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"foo15",
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"foo16",
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"foo17",
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"foo18",
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"foo19",
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"foo20",
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"foo21",
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"foo22",
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"foo23",
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"foo24",
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]
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embedding = DashScopeEmbeddings(model="text-embedding-v1") # type: ignore[call-arg]
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output = embedding.embed_documents(documents)
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assert len(output) == 28
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assert len(output[0]) == 1536
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assert len(output[1]) == 1536
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assert len(output[2]) == 1536
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def test_dashscope_embedding_query() -> None:
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"""Test dashscope embeddings."""
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document = "foo bar"
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embedding = DashScopeEmbeddings(model="text-embedding-v1") # type: ignore[call-arg]
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output = embedding.embed_query(document)
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assert len(output) == 1536
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def test_dashscope_embedding_with_empty_string() -> None:
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"""Test dashscope embeddings with empty string."""
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import dashscope
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document = ["", "abc"]
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embedding = DashScopeEmbeddings(model="text-embedding-v1") # type: ignore[call-arg]
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output = embedding.embed_documents(document)
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assert len(output) == 2
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assert len(output[0]) == 1536
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expected_output = dashscope.TextEmbedding.call(
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input="", model="text-embedding-v1", text_type="document"
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).output["embeddings"][0]["embedding"]
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assert np.allclose(output[0], expected_output)
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assert len(output[1]) == 1536
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if __name__ == "__main__":
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test_dashscope_embedding_documents()
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test_dashscope_embedding_documents_multiple()
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test_dashscope_embedding_query()
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test_dashscope_embedding_with_empty_string()
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