399 lines
14 KiB
Python
399 lines
14 KiB
Python
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import contextlib
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from pathlib import Path
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import re
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import numpy as np
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import pytest
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import pandas as pd
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from pandas import DataFrame
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import pandas._testing as tm
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from pandas.io.excel import (
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ExcelWriter,
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_OpenpyxlWriter,
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)
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openpyxl = pytest.importorskip("openpyxl")
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pytestmark = pytest.mark.parametrize("ext", [".xlsx"])
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def test_to_excel_styleconverter(ext):
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from openpyxl import styles
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hstyle = {
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"font": {"color": "00FF0000", "bold": True},
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"borders": {"top": "thin", "right": "thin", "bottom": "thin", "left": "thin"},
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"alignment": {"horizontal": "center", "vertical": "top"},
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"fill": {"patternType": "solid", "fgColor": {"rgb": "006666FF", "tint": 0.3}},
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"number_format": {"format_code": "0.00"},
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"protection": {"locked": True, "hidden": False},
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}
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font_color = styles.Color("00FF0000")
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font = styles.Font(bold=True, color=font_color)
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side = styles.Side(style=styles.borders.BORDER_THIN)
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border = styles.Border(top=side, right=side, bottom=side, left=side)
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alignment = styles.Alignment(horizontal="center", vertical="top")
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fill_color = styles.Color(rgb="006666FF", tint=0.3)
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fill = styles.PatternFill(patternType="solid", fgColor=fill_color)
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number_format = "0.00"
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protection = styles.Protection(locked=True, hidden=False)
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kw = _OpenpyxlWriter._convert_to_style_kwargs(hstyle)
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assert kw["font"] == font
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assert kw["border"] == border
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assert kw["alignment"] == alignment
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assert kw["fill"] == fill
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assert kw["number_format"] == number_format
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assert kw["protection"] == protection
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def test_write_cells_merge_styled(ext):
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from pandas.io.formats.excel import ExcelCell
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sheet_name = "merge_styled"
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sty_b1 = {"font": {"color": "00FF0000"}}
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sty_a2 = {"font": {"color": "0000FF00"}}
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initial_cells = [
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ExcelCell(col=1, row=0, val=42, style=sty_b1),
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ExcelCell(col=0, row=1, val=99, style=sty_a2),
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]
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sty_merged = {"font": {"color": "000000FF", "bold": True}}
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sty_kwargs = _OpenpyxlWriter._convert_to_style_kwargs(sty_merged)
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openpyxl_sty_merged = sty_kwargs["font"]
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merge_cells = [
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ExcelCell(
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col=0, row=0, val="pandas", mergestart=1, mergeend=1, style=sty_merged
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)
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]
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with tm.ensure_clean(ext) as path:
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with _OpenpyxlWriter(path) as writer:
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writer._write_cells(initial_cells, sheet_name=sheet_name)
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writer._write_cells(merge_cells, sheet_name=sheet_name)
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wks = writer.sheets[sheet_name]
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xcell_b1 = wks["B1"]
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xcell_a2 = wks["A2"]
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assert xcell_b1.font == openpyxl_sty_merged
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assert xcell_a2.font == openpyxl_sty_merged
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@pytest.mark.parametrize("iso_dates", [True, False])
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def test_engine_kwargs_write(ext, iso_dates):
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# GH 42286 GH 43445
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engine_kwargs = {"iso_dates": iso_dates}
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with tm.ensure_clean(ext) as f:
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with ExcelWriter(f, engine="openpyxl", engine_kwargs=engine_kwargs) as writer:
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assert writer.book.iso_dates == iso_dates
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# ExcelWriter won't allow us to close without writing something
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DataFrame().to_excel(writer)
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def test_engine_kwargs_append_invalid(ext):
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# GH 43445
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# test whether an invalid engine kwargs actually raises
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with tm.ensure_clean(ext) as f:
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DataFrame(["hello", "world"]).to_excel(f)
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with pytest.raises(
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TypeError,
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match=re.escape(
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"load_workbook() got an unexpected keyword argument 'apple_banana'"
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),
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):
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with ExcelWriter(
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f, engine="openpyxl", mode="a", engine_kwargs={"apple_banana": "fruit"}
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) as writer:
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# ExcelWriter needs us to write something to close properly
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DataFrame(["good"]).to_excel(writer, sheet_name="Sheet2")
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@pytest.mark.parametrize("data_only, expected", [(True, 0), (False, "=1+1")])
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def test_engine_kwargs_append_data_only(ext, data_only, expected):
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# GH 43445
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# tests whether the data_only engine_kwarg actually works well for
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# openpyxl's load_workbook
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with tm.ensure_clean(ext) as f:
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DataFrame(["=1+1"]).to_excel(f)
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with ExcelWriter(
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f, engine="openpyxl", mode="a", engine_kwargs={"data_only": data_only}
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) as writer:
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assert writer.sheets["Sheet1"]["B2"].value == expected
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# ExcelWriter needs us to writer something to close properly?
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DataFrame().to_excel(writer, sheet_name="Sheet2")
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@pytest.mark.parametrize(
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"mode,expected", [("w", ["baz"]), ("a", ["foo", "bar", "baz"])]
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)
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def test_write_append_mode(ext, mode, expected):
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df = DataFrame([1], columns=["baz"])
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with tm.ensure_clean(ext) as f:
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wb = openpyxl.Workbook()
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wb.worksheets[0].title = "foo"
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wb.worksheets[0]["A1"].value = "foo"
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wb.create_sheet("bar")
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wb.worksheets[1]["A1"].value = "bar"
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wb.save(f)
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with ExcelWriter(f, engine="openpyxl", mode=mode) as writer:
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df.to_excel(writer, sheet_name="baz", index=False)
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with contextlib.closing(openpyxl.load_workbook(f)) as wb2:
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result = [sheet.title for sheet in wb2.worksheets]
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assert result == expected
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for index, cell_value in enumerate(expected):
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assert wb2.worksheets[index]["A1"].value == cell_value
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@pytest.mark.parametrize(
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"if_sheet_exists,num_sheets,expected",
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[
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("new", 2, ["apple", "banana"]),
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("replace", 1, ["pear"]),
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("overlay", 1, ["pear", "banana"]),
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],
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)
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def test_if_sheet_exists_append_modes(ext, if_sheet_exists, num_sheets, expected):
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# GH 40230
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df1 = DataFrame({"fruit": ["apple", "banana"]})
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df2 = DataFrame({"fruit": ["pear"]})
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with tm.ensure_clean(ext) as f:
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df1.to_excel(f, engine="openpyxl", sheet_name="foo", index=False)
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with ExcelWriter(
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f, engine="openpyxl", mode="a", if_sheet_exists=if_sheet_exists
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) as writer:
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df2.to_excel(writer, sheet_name="foo", index=False)
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with contextlib.closing(openpyxl.load_workbook(f)) as wb:
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assert len(wb.sheetnames) == num_sheets
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assert wb.sheetnames[0] == "foo"
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result = pd.read_excel(wb, "foo", engine="openpyxl")
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assert list(result["fruit"]) == expected
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if len(wb.sheetnames) == 2:
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result = pd.read_excel(wb, wb.sheetnames[1], engine="openpyxl")
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tm.assert_frame_equal(result, df2)
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@pytest.mark.parametrize(
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"startrow, startcol, greeting, goodbye",
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[
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(0, 0, ["poop", "world"], ["goodbye", "people"]),
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(0, 1, ["hello", "world"], ["poop", "people"]),
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(1, 0, ["hello", "poop"], ["goodbye", "people"]),
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(1, 1, ["hello", "world"], ["goodbye", "poop"]),
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],
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)
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def test_append_overlay_startrow_startcol(ext, startrow, startcol, greeting, goodbye):
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df1 = DataFrame({"greeting": ["hello", "world"], "goodbye": ["goodbye", "people"]})
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df2 = DataFrame(["poop"])
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with tm.ensure_clean(ext) as f:
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df1.to_excel(f, engine="openpyxl", sheet_name="poo", index=False)
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with ExcelWriter(
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f, engine="openpyxl", mode="a", if_sheet_exists="overlay"
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) as writer:
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# use startrow+1 because we don't have a header
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df2.to_excel(
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writer,
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index=False,
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header=False,
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startrow=startrow + 1,
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startcol=startcol,
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sheet_name="poo",
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)
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result = pd.read_excel(f, sheet_name="poo", engine="openpyxl")
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expected = DataFrame({"greeting": greeting, "goodbye": goodbye})
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tm.assert_frame_equal(result, expected)
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@pytest.mark.parametrize(
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"if_sheet_exists,msg",
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[
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(
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"invalid",
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"'invalid' is not valid for if_sheet_exists. Valid options "
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"are 'error', 'new', 'replace' and 'overlay'.",
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),
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(
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"error",
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"Sheet 'foo' already exists and if_sheet_exists is set to 'error'.",
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),
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(
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None,
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"Sheet 'foo' already exists and if_sheet_exists is set to 'error'.",
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),
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],
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)
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def test_if_sheet_exists_raises(ext, if_sheet_exists, msg):
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# GH 40230
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df = DataFrame({"fruit": ["pear"]})
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with tm.ensure_clean(ext) as f:
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with pytest.raises(ValueError, match=re.escape(msg)):
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df.to_excel(f, "foo", engine="openpyxl")
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with ExcelWriter(
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f, engine="openpyxl", mode="a", if_sheet_exists=if_sheet_exists
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) as writer:
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df.to_excel(writer, sheet_name="foo")
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def test_to_excel_with_openpyxl_engine(ext):
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# GH 29854
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with tm.ensure_clean(ext) as filename:
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df1 = DataFrame({"A": np.linspace(1, 10, 10)})
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df2 = DataFrame({"B": np.linspace(1, 20, 10)})
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df = pd.concat([df1, df2], axis=1)
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styled = df.style.applymap(
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lambda val: f"color: {'red' if val < 0 else 'black'}"
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).highlight_max()
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styled.to_excel(filename, engine="openpyxl")
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@pytest.mark.parametrize("read_only", [True, False])
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def test_read_workbook(datapath, ext, read_only):
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# GH 39528
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filename = datapath("io", "data", "excel", "test1" + ext)
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with contextlib.closing(
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openpyxl.load_workbook(filename, read_only=read_only)
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) as wb:
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result = pd.read_excel(wb, engine="openpyxl")
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expected = pd.read_excel(filename)
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tm.assert_frame_equal(result, expected)
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@pytest.mark.parametrize(
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"header, expected_data",
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[
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(
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0,
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{
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"Title": [np.nan, "A", 1, 2, 3],
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"Unnamed: 1": [np.nan, "B", 4, 5, 6],
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"Unnamed: 2": [np.nan, "C", 7, 8, 9],
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},
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),
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(2, {"A": [1, 2, 3], "B": [4, 5, 6], "C": [7, 8, 9]}),
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],
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)
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@pytest.mark.parametrize(
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"filename", ["dimension_missing", "dimension_small", "dimension_large"]
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)
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# When read_only is None, use read_excel instead of a workbook
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@pytest.mark.parametrize("read_only", [True, False, None])
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def test_read_with_bad_dimension(
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datapath, ext, header, expected_data, filename, read_only
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):
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# GH 38956, 39001 - no/incorrect dimension information
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path = datapath("io", "data", "excel", f"{filename}{ext}")
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if read_only is None:
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result = pd.read_excel(path, header=header)
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else:
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with contextlib.closing(
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openpyxl.load_workbook(path, read_only=read_only)
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) as wb:
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result = pd.read_excel(wb, engine="openpyxl", header=header)
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expected = DataFrame(expected_data)
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tm.assert_frame_equal(result, expected)
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def test_append_mode_file(ext):
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# GH 39576
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df = DataFrame()
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with tm.ensure_clean(ext) as f:
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df.to_excel(f, engine="openpyxl")
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with ExcelWriter(
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f, mode="a", engine="openpyxl", if_sheet_exists="new"
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) as writer:
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df.to_excel(writer)
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# make sure that zip files are not concatenated by making sure that
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# "docProps/app.xml" only occurs twice in the file
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data = Path(f).read_bytes()
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first = data.find(b"docProps/app.xml")
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second = data.find(b"docProps/app.xml", first + 1)
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third = data.find(b"docProps/app.xml", second + 1)
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assert second != -1 and third == -1
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# When read_only is None, use read_excel instead of a workbook
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@pytest.mark.parametrize("read_only", [True, False, None])
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def test_read_with_empty_trailing_rows(datapath, ext, read_only):
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# GH 39181
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path = datapath("io", "data", "excel", f"empty_trailing_rows{ext}")
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if read_only is None:
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result = pd.read_excel(path)
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else:
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with contextlib.closing(
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openpyxl.load_workbook(path, read_only=read_only)
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) as wb:
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result = pd.read_excel(wb, engine="openpyxl")
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expected = DataFrame(
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{
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"Title": [np.nan, "A", 1, 2, 3],
|
||
|
|
"Unnamed: 1": [np.nan, "B", 4, 5, 6],
|
||
|
|
"Unnamed: 2": [np.nan, "C", 7, 8, 9],
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||
|
|
}
|
||
|
|
)
|
||
|
|
tm.assert_frame_equal(result, expected)
|
||
|
|
|
||
|
|
|
||
|
|
# When read_only is None, use read_excel instead of a workbook
|
||
|
|
@pytest.mark.parametrize("read_only", [True, False, None])
|
||
|
|
def test_read_empty_with_blank_row(datapath, ext, read_only):
|
||
|
|
# GH 39547 - empty excel file with a row that has no data
|
||
|
|
path = datapath("io", "data", "excel", f"empty_with_blank_row{ext}")
|
||
|
|
if read_only is None:
|
||
|
|
result = pd.read_excel(path)
|
||
|
|
else:
|
||
|
|
with contextlib.closing(
|
||
|
|
openpyxl.load_workbook(path, read_only=read_only)
|
||
|
|
) as wb:
|
||
|
|
result = pd.read_excel(wb, engine="openpyxl")
|
||
|
|
expected = DataFrame()
|
||
|
|
tm.assert_frame_equal(result, expected)
|
||
|
|
|
||
|
|
|
||
|
|
def test_book_and_sheets_consistent(ext):
|
||
|
|
# GH#45687 - Ensure sheets is updated if user modifies book
|
||
|
|
with tm.ensure_clean(ext) as f:
|
||
|
|
with ExcelWriter(f, engine="openpyxl") as writer:
|
||
|
|
assert writer.sheets == {}
|
||
|
|
sheet = writer.book.create_sheet("test_name", 0)
|
||
|
|
assert writer.sheets == {"test_name": sheet}
|
||
|
|
|
||
|
|
|
||
|
|
def test_ints_spelled_with_decimals(datapath, ext):
|
||
|
|
# GH 46988 - openpyxl returns this sheet with floats
|
||
|
|
path = datapath("io", "data", "excel", f"ints_spelled_with_decimals{ext}")
|
||
|
|
result = pd.read_excel(path)
|
||
|
|
expected = DataFrame(range(2, 12), columns=[1])
|
||
|
|
tm.assert_frame_equal(result, expected)
|
||
|
|
|
||
|
|
|
||
|
|
def test_read_multiindex_header_no_index_names(datapath, ext):
|
||
|
|
# GH#47487
|
||
|
|
path = datapath("io", "data", "excel", f"multiindex_no_index_names{ext}")
|
||
|
|
result = pd.read_excel(path, index_col=[0, 1, 2], header=[0, 1, 2])
|
||
|
|
expected = DataFrame(
|
||
|
|
[[np.nan, "x", "x", "x"], ["x", np.nan, np.nan, np.nan]],
|
||
|
|
columns=pd.MultiIndex.from_tuples(
|
||
|
|
[("X", "Y", "A1"), ("X", "Y", "A2"), ("XX", "YY", "B1"), ("XX", "YY", "B2")]
|
||
|
|
),
|
||
|
|
index=pd.MultiIndex.from_tuples([("A", "AA", "AAA"), ("A", "BB", "BBB")]),
|
||
|
|
)
|
||
|
|
tm.assert_frame_equal(result, expected)
|