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96 lines
3.4 KiB
Python
96 lines
3.4 KiB
Python
"""Module to test generic parsers."""
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from typing import Iterator
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import pytest
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from langchain.document_loaders.base import BaseBlobParser
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from langchain.document_loaders.blob_loaders import Blob
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from langchain.document_loaders.parsers.generic import MimeTypeBasedParser
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from langchain.schema import Document
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class TestMimeBasedParser:
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"""Test mime based parser."""
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def test_without_fallback_parser(self) -> None:
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class FirstCharParser(BaseBlobParser):
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def lazy_parse(self, blob: Blob) -> Iterator[Document]:
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"""Extract the first character of a blob."""
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yield Document(page_content=blob.as_string()[0])
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class SecondCharParser(BaseBlobParser):
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def lazy_parse(self, blob: Blob) -> Iterator[Document]:
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"""Extract the second character of a blob."""
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yield Document(page_content=blob.as_string()[1])
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parser = MimeTypeBasedParser(
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handlers={
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"text/plain": FirstCharParser(),
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"text/html": SecondCharParser(),
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},
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)
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blob = Blob(data=b"Hello World", mimetype="text/plain")
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docs = parser.parse(blob)
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assert len(docs) == 1
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doc = docs[0]
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assert doc.page_content == "H"
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# Check text/html handler.
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blob = Blob(data=b"Hello World", mimetype="text/html")
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docs = parser.parse(blob)
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assert len(docs) == 1
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doc = docs[0]
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assert doc.page_content == "e"
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blob = Blob(data=b"Hello World", mimetype="text/csv")
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with pytest.raises(ValueError, match="Unsupported mime type"):
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# Check that the fallback parser is used when the mimetype is not found.
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parser.parse(blob)
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def test_with_fallback_parser(self) -> None:
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class FirstCharParser(BaseBlobParser):
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def lazy_parse(self, blob: Blob) -> Iterator[Document]:
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"""Extract the first character of a blob."""
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yield Document(page_content=blob.as_string()[0])
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class SecondCharParser(BaseBlobParser):
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def lazy_parse(self, blob: Blob) -> Iterator[Document]:
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"""Extract the second character of a blob."""
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yield Document(page_content=blob.as_string()[1])
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class ThirdCharParser(BaseBlobParser):
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def lazy_parse(self, blob: Blob) -> Iterator[Document]:
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"""Extract the third character of a blob."""
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yield Document(page_content=blob.as_string()[2])
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parser = MimeTypeBasedParser(
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handlers={
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"text/plain": FirstCharParser(),
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"text/html": SecondCharParser(),
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},
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fallback_parser=ThirdCharParser(),
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)
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blob = Blob(data=b"Hello World", mimetype="text/plain")
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docs = parser.parse(blob)
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assert len(docs) == 1
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doc = docs[0]
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assert doc.page_content == "H"
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# Check text/html handler.
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blob = Blob(data=b"Hello World", mimetype="text/html")
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docs = parser.parse(blob)
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assert len(docs) == 1
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doc = docs[0]
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assert doc.page_content == "e"
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# Check that the fallback parser is used when the mimetype is not found.
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blob = Blob(data=b"Hello World", mimetype="text/csv")
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docs = parser.parse(blob)
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assert len(docs) == 1
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doc = docs[0]
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assert doc.page_content == "l"
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