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71 lines
2.2 KiB
Python
71 lines
2.2 KiB
Python
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from unstructured.cleaners.core import clean_extra_whitespace
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from unstructured.documents.elements import Table
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from unstructured.partition.xlsx import partition_xlsx
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EXPECTED_TABLE = """<table border="1" class="dataframe">
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<tbody>
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<tr>
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<td>Team</td>
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<td>Location</td>
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<td>Stanley Cups</td>
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</tr>
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<tr>
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<td>Blues</td>
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<td>STL</td>
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<td>1</td>
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</tr>
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<tr>
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<td>Flyers</td>
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<td>PHI</td>
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<td>2</td>
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</tr>
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<tr>
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<td>Maple Leafs</td>
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<td>TOR</td>
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<td>13</td>
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</tr>
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</tbody>
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</table>"""
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EXPECTED_TEXT = "Team Location Stanley Cups Blues STL 1 Flyers PHI 2 Maple Leafs TOR 13"
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EXPECTED_FILETYPE = "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"
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def test_partition_xlsx_from_filename(filename="example-docs/stanley-cups.xlsx"):
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elements = partition_xlsx(filename=filename)
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assert all(isinstance(element, Table) for element in elements)
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assert len(elements) == 2
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assert clean_extra_whitespace(elements[0].text) == EXPECTED_TEXT
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assert elements[0].metadata.text_as_html == EXPECTED_TABLE
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assert elements[0].metadata.page_number == 1
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assert elements[0].metadata.filetype == EXPECTED_FILETYPE
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def test_partition_xlsx_from_file(filename="example-docs/stanley-cups.xlsx"):
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with open(filename, "rb") as f:
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elements = partition_xlsx(file=f)
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assert all(isinstance(element, Table) for element in elements)
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assert len(elements) == 2
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assert clean_extra_whitespace(elements[0].text) == EXPECTED_TEXT
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assert elements[0].metadata.text_as_html == EXPECTED_TABLE
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assert elements[0].metadata.page_number == 1
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assert elements[0].metadata.filetype == EXPECTED_FILETYPE
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def test_partition_xlsx_can_exclude_metadata(filename="example-docs/stanley-cups.xlsx"):
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elements = partition_xlsx(filename=filename, include_metadata=False)
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assert all(isinstance(element, Table) for element in elements)
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assert len(elements) == 2
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assert clean_extra_whitespace(elements[0].text) == EXPECTED_TEXT
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assert elements[0].metadata.text_as_html is None
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assert elements[0].metadata.page_number is None
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assert elements[0].metadata.filetype is None
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