301 lines
11 KiB
Python
301 lines
11 KiB
Python
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import contextlib
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import time
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import numpy as np
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import pytest
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import pandas.util._test_decorators as td
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from pandas import (
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DataFrame,
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read_excel,
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)
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import pandas._testing as tm
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from pandas.io.excel import ExcelWriter
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from pandas.io.formats.excel import ExcelFormatter
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pytest.importorskip("jinja2")
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# jinja2 is currently required for Styler.__init__(). Technically Styler.to_excel
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# could compute styles and render to excel without jinja2, since there is no
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# 'template' file, but this needs the import error to delayed until render time.
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def assert_equal_cell_styles(cell1, cell2):
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# TODO: should find a better way to check equality
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assert cell1.alignment.__dict__ == cell2.alignment.__dict__
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assert cell1.border.__dict__ == cell2.border.__dict__
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assert cell1.fill.__dict__ == cell2.fill.__dict__
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assert cell1.font.__dict__ == cell2.font.__dict__
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assert cell1.number_format == cell2.number_format
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assert cell1.protection.__dict__ == cell2.protection.__dict__
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@pytest.mark.parametrize(
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"engine",
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["xlsxwriter", "openpyxl"],
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)
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def test_styler_to_excel_unstyled(engine):
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# compare DataFrame.to_excel and Styler.to_excel when no styles applied
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pytest.importorskip(engine)
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df = DataFrame(np.random.randn(2, 2))
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with tm.ensure_clean(".xlsx") as path:
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with ExcelWriter(path, engine=engine) as writer:
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df.to_excel(writer, sheet_name="dataframe")
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df.style.to_excel(writer, sheet_name="unstyled")
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openpyxl = pytest.importorskip("openpyxl") # test loading only with openpyxl
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with contextlib.closing(openpyxl.load_workbook(path)) as wb:
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for col1, col2 in zip(wb["dataframe"].columns, wb["unstyled"].columns):
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assert len(col1) == len(col2)
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for cell1, cell2 in zip(col1, col2):
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assert cell1.value == cell2.value
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assert_equal_cell_styles(cell1, cell2)
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shared_style_params = [
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(
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"background-color: #111222",
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["fill", "fgColor", "rgb"],
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{"xlsxwriter": "FF111222", "openpyxl": "00111222"},
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),
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(
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"color: #111222",
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["font", "color", "value"],
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{"xlsxwriter": "FF111222", "openpyxl": "00111222"},
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),
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("font-family: Arial;", ["font", "name"], "arial"),
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("font-weight: bold;", ["font", "b"], True),
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("font-style: italic;", ["font", "i"], True),
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("text-decoration: underline;", ["font", "u"], "single"),
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("number-format: $??,???.00;", ["number_format"], "$??,???.00"),
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("text-align: left;", ["alignment", "horizontal"], "left"),
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(
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"vertical-align: bottom;",
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["alignment", "vertical"],
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{"xlsxwriter": None, "openpyxl": "bottom"}, # xlsxwriter Fails
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),
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("vertical-align: middle;", ["alignment", "vertical"], "center"),
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# Border widths
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("border-left: 2pt solid red", ["border", "left", "style"], "medium"),
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("border-left: 1pt dotted red", ["border", "left", "style"], "dotted"),
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("border-left: 2pt dotted red", ["border", "left", "style"], "mediumDashDotDot"),
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("border-left: 1pt dashed red", ["border", "left", "style"], "dashed"),
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("border-left: 2pt dashed red", ["border", "left", "style"], "mediumDashed"),
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("border-left: 1pt solid red", ["border", "left", "style"], "thin"),
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("border-left: 3pt solid red", ["border", "left", "style"], "thick"),
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# Border expansion
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(
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"border-left: 2pt solid #111222",
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["border", "left", "color", "rgb"],
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{"xlsxwriter": "FF111222", "openpyxl": "00111222"},
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),
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("border: 1pt solid red", ["border", "top", "style"], "thin"),
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(
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"border: 1pt solid #111222",
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["border", "top", "color", "rgb"],
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{"xlsxwriter": "FF111222", "openpyxl": "00111222"},
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),
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("border: 1pt solid red", ["border", "right", "style"], "thin"),
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(
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"border: 1pt solid #111222",
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["border", "right", "color", "rgb"],
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{"xlsxwriter": "FF111222", "openpyxl": "00111222"},
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),
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("border: 1pt solid red", ["border", "bottom", "style"], "thin"),
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(
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"border: 1pt solid #111222",
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["border", "bottom", "color", "rgb"],
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{"xlsxwriter": "FF111222", "openpyxl": "00111222"},
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),
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("border: 1pt solid red", ["border", "left", "style"], "thin"),
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(
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"border: 1pt solid #111222",
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["border", "left", "color", "rgb"],
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{"xlsxwriter": "FF111222", "openpyxl": "00111222"},
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),
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# Border styles
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(
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"border-left-style: hair; border-left-color: black",
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["border", "left", "style"],
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"hair",
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),
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]
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@pytest.mark.parametrize(
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"engine",
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["xlsxwriter", "openpyxl"],
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)
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@pytest.mark.parametrize("css, attrs, expected", shared_style_params)
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def test_styler_to_excel_basic(engine, css, attrs, expected):
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pytest.importorskip(engine)
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df = DataFrame(np.random.randn(1, 1))
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styler = df.style.applymap(lambda x: css)
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with tm.ensure_clean(".xlsx") as path:
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with ExcelWriter(path, engine=engine) as writer:
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df.to_excel(writer, sheet_name="dataframe")
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styler.to_excel(writer, sheet_name="styled")
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openpyxl = pytest.importorskip("openpyxl") # test loading only with openpyxl
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with contextlib.closing(openpyxl.load_workbook(path)) as wb:
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# test unstyled data cell does not have expected styles
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# test styled cell has expected styles
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u_cell, s_cell = wb["dataframe"].cell(2, 2), wb["styled"].cell(2, 2)
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for attr in attrs:
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u_cell, s_cell = getattr(u_cell, attr, None), getattr(s_cell, attr)
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if isinstance(expected, dict):
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assert u_cell is None or u_cell != expected[engine]
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assert s_cell == expected[engine]
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else:
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assert u_cell is None or u_cell != expected
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assert s_cell == expected
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@pytest.mark.parametrize(
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"engine",
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["xlsxwriter", "openpyxl"],
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)
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@pytest.mark.parametrize("css, attrs, expected", shared_style_params)
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def test_styler_to_excel_basic_indexes(engine, css, attrs, expected):
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pytest.importorskip(engine)
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df = DataFrame(np.random.randn(1, 1))
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styler = df.style
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styler.applymap_index(lambda x: css, axis=0)
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styler.applymap_index(lambda x: css, axis=1)
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null_styler = df.style
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null_styler.applymap(lambda x: "null: css;")
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null_styler.applymap_index(lambda x: "null: css;", axis=0)
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null_styler.applymap_index(lambda x: "null: css;", axis=1)
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with tm.ensure_clean(".xlsx") as path:
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with ExcelWriter(path, engine=engine) as writer:
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null_styler.to_excel(writer, sheet_name="null_styled")
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styler.to_excel(writer, sheet_name="styled")
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openpyxl = pytest.importorskip("openpyxl") # test loading only with openpyxl
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with contextlib.closing(openpyxl.load_workbook(path)) as wb:
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# test null styled index cells does not have expected styles
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# test styled cell has expected styles
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ui_cell, si_cell = wb["null_styled"].cell(2, 1), wb["styled"].cell(2, 1)
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uc_cell, sc_cell = wb["null_styled"].cell(1, 2), wb["styled"].cell(1, 2)
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for attr in attrs:
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ui_cell, si_cell = getattr(ui_cell, attr, None), getattr(si_cell, attr)
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uc_cell, sc_cell = getattr(uc_cell, attr, None), getattr(sc_cell, attr)
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if isinstance(expected, dict):
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assert ui_cell is None or ui_cell != expected[engine]
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assert si_cell == expected[engine]
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assert uc_cell is None or uc_cell != expected[engine]
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assert sc_cell == expected[engine]
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else:
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assert ui_cell is None or ui_cell != expected
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assert si_cell == expected
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assert uc_cell is None or uc_cell != expected
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assert sc_cell == expected
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# From https://openpyxl.readthedocs.io/en/stable/api/openpyxl.styles.borders.html
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# Note: Leaving behavior of "width"-type styles undefined; user should use border-width
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# instead
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excel_border_styles = [
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# "thin",
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"dashed",
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"mediumDashDot",
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"dashDotDot",
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"hair",
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"dotted",
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"mediumDashDotDot",
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# "medium",
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"double",
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"dashDot",
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"slantDashDot",
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# "thick",
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"mediumDashed",
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]
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@pytest.mark.parametrize(
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"engine",
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["xlsxwriter", "openpyxl"],
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)
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@pytest.mark.parametrize("border_style", excel_border_styles)
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def test_styler_to_excel_border_style(engine, border_style):
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css = f"border-left: {border_style} black thin"
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attrs = ["border", "left", "style"]
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expected = border_style
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pytest.importorskip(engine)
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df = DataFrame(np.random.randn(1, 1))
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styler = df.style.applymap(lambda x: css)
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with tm.ensure_clean(".xlsx") as path:
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with ExcelWriter(path, engine=engine) as writer:
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df.to_excel(writer, sheet_name="dataframe")
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styler.to_excel(writer, sheet_name="styled")
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openpyxl = pytest.importorskip("openpyxl") # test loading only with openpyxl
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with contextlib.closing(openpyxl.load_workbook(path)) as wb:
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# test unstyled data cell does not have expected styles
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# test styled cell has expected styles
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u_cell, s_cell = wb["dataframe"].cell(2, 2), wb["styled"].cell(2, 2)
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for attr in attrs:
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u_cell, s_cell = getattr(u_cell, attr, None), getattr(s_cell, attr)
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if isinstance(expected, dict):
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assert u_cell is None or u_cell != expected[engine]
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assert s_cell == expected[engine]
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else:
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assert u_cell is None or u_cell != expected
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assert s_cell == expected
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def test_styler_custom_converter():
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openpyxl = pytest.importorskip("openpyxl")
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def custom_converter(css):
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return {"font": {"color": {"rgb": "111222"}}}
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df = DataFrame(np.random.randn(1, 1))
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styler = df.style.applymap(lambda x: "color: #888999")
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with tm.ensure_clean(".xlsx") as path:
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with ExcelWriter(path, engine="openpyxl") as writer:
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ExcelFormatter(styler, style_converter=custom_converter).write(
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writer, sheet_name="custom"
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)
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with contextlib.closing(openpyxl.load_workbook(path)) as wb:
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assert wb["custom"].cell(2, 2).font.color.value == "00111222"
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@pytest.mark.single_cpu
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@td.skip_if_not_us_locale
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def test_styler_to_s3(s3_resource, s3so):
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# GH#46381
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mock_bucket_name, target_file = "pandas-test", "test.xlsx"
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df = DataFrame({"x": [1, 2, 3], "y": [2, 4, 6]})
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styler = df.style.set_sticky(axis="index")
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styler.to_excel(f"s3://{mock_bucket_name}/{target_file}", storage_options=s3so)
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timeout = 5
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while True:
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if target_file in (
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obj.key for obj in s3_resource.Bucket("pandas-test").objects.all()
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):
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break
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time.sleep(0.1)
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timeout -= 0.1
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assert timeout > 0, "Timed out waiting for file to appear on moto"
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result = read_excel(
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f"s3://{mock_bucket_name}/{target_file}", index_col=0, storage_options=s3so
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)
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tm.assert_frame_equal(result, df)
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