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471 lines (370 loc) · 12.4 KB
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import pytest
from plotnine import (
element_line,
element_rect,
element_text,
facet_grid,
facet_wrap,
labs,
theme,
theme_gray,
)
from plotnine._utils.yippie import geom as g
from plotnine._utils.yippie import legend, plot, rotate, tag
from plotnine.composition import plot_annotation, plot_layout, plot_spacer
def test_basic_horizontal_align_resize():
p1 = plot.red + rotate.axis_title_x + rotate.axis_title_y
p2 = plot.green + rotate.plot_title
p = p1 | p2
assert p == "basic_horizontal_align_resize"
def test_basic_vertical_align_resize():
p1 = plot.red + rotate.axis_title_y
p2 = plot.green + rotate.axis_title_x + rotate.plot_title
p = p1 / p2
assert p == "basic_vertical_align_resize"
def test_nested_horizontal_align_1():
p1 = plot.red
p2 = plot.green
p3 = plot.blue + g.cols
p = p1 | (p2 | p3)
assert p == "test_nested_horizontal_align_1"
def test_nested_horizontal_align_2():
p1 = plot.red + g.points
p2 = plot.green
p3 = plot.blue
p = p1 | (p2 | p3)
assert p == "test_nested_horizontal_align_2"
def test_nested_vertical_align_1():
p1 = plot.red
p2 = plot.green
p3 = plot.blue + g.cols
p = p1 / (p2 / p3)
assert p == "test_nested_vertical_align_1"
def test_nested_vertical_align_2():
p1 = plot.red + g.points
p2 = plot.green
p3 = plot.blue
p = p1 / (p2 / p3)
assert p == "test_nested_vertical_align_2"
def test_nested_horizontal_align_resize():
p1 = plot.red + tag("a)")
p2 = plot.green + tag("g)")
p3 = plot.blue + tag("b)")
p4 = plot.yellow + tag("y)") + rotate.plot_title
p = p1 | p2 | (p3 | p4)
assert p == "nested_horizontal_align_resize"
def test_nested_vertical_align_resize():
p1 = plot.red + tag("a)")
p2 = plot.green + tag("g)")
p3 = plot.blue + tag("b)")
p4 = plot.yellow + tag("y)") + rotate.plot_title
p = p1 / p2 / (p3 / p4)
assert p == "nested_vertical_align_resize"
def test_vertical_tag_align():
p1 = plot.red + tag("long tag a)")
p2 = plot.green + tag("g)")
p3 = plot.blue + tag("b)") + theme(plot_tag=element_text(ha="left"))
p4 = (
plot.yellow
+ tag("y)")
+ theme(plot_tag=element_text(ha="left", margin={"l": 10}))
)
p = p1 / p2 / p3 / p4
assert p == "vertical_tag_align"
def test_horizontal_tag_align():
p1 = plot.red + tag("long\ntag\na)")
p2 = plot.green + tag("g)")
p3 = plot.blue + tag("b)") + theme(plot_tag=element_text(va="top"))
p4 = (
plot.yellow
+ tag("y)")
+ theme(plot_tag=element_text(va="top", margin={"t": 10}))
)
p = p1 | p2 | p3 | p4
assert p == "horizontal_tag_align"
def test_facets():
p1 = plot.purple + g.points + facet_wrap("cat") + legend.top
p2 = plot.brown + g.points + legend.bottom
p3 = plot.steelblue + g.cols + facet_grid("cat ~ cat2")
p = (p1 / p3) | p2
assert p == "facets"
def test_facets_title_align():
# The titles of a faceted plot (strip above the panel) and a plain
# plot should be at the same height.
p1 = plot.purple + g.points + facet_wrap("cat")
p2 = plot.brown + g.points + legend.bottom
p = p1 | p2
assert p == "facets_title_align"
def test_facets_legend_title_align():
# The titles of a faceted plot (strip above the panel) and a plain
# plot with a legend at the top should be at the same height.
p1 = plot.purple + g.points + facet_wrap("cat")
p2 = plot.brown + g.points + legend.top
p = p1 | p2
assert p == "facets_legend_title_align"
def test_complex_composition():
p1 = plot.red
p2 = plot.green + g.points + rotate.plot_title + legend.bottom
p3 = plot.blue + g.cols + legend.left + tag("b)")
p4 = plot.yellow + g.points + rotate.axis_title_y
p5 = plot.cyan + tag("c)") + theme(plot_tag=element_text(margin={"t": 10}))
p6 = (
plot.orange
+ rotate.axis_title_y
+ tag("o)", "topright")
+ theme(plot_tag=element_text(va="bottom"))
)
p = p1 | p2 | p3 / p4 / (p5 | p6)
assert p == "complex_composition"
def test_minus_operator():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p4 = plot.brown
p = (p1 / p2) - p3 - p4
assert p == "minus"
def test_and_operator():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p4 = plot.brown
p = (p1 | p2 | (p3 / p4)) & theme_gray()
assert p == "and_operator"
def test_mul_operator():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p4 = plot.brown
p = (p1 | p2 | (p3 / p4)) * theme_gray()
assert p == "mul_operator"
def test_plus_operator():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p4 = plot.brown
p = (p1 | p2 | (p3 / p4)) + theme_gray()
assert p == "plus_operator"
def test_plot_layout_widths():
p1 = plot.red
p2 = plot.green
p = (p1 | p2) + plot_layout(widths=[1, 4])
assert p == "plot_layout_widths"
def test_plot_layout_heights():
p1 = plot.red
p2 = plot.green
p = (p1 / p2) + plot_layout(heights=[1, 4])
assert p == "plot_layout_heights"
def test_plot_layout_nested_resize():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p4 = plot.brown
ws = plot_layout(widths=[1, 4])
hs = plot_layout(heights=[1, 3])
p = (((p1 | p2) + ws) / ((p3 | p4) + ws)) + hs
assert p == "plot_layout_nested_resize"
def test_plot_layout_extra_cols():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p = (p1 | p2 | p3) + plot_layout(ncol=5)
assert p == "plot_layout_extra_cols"
def test_plot_layout_extra_col_width():
# An extra column is extactly panel_width wide (no margin)
# By stacking two rows, where one has an extra column, we can
# confirm the size.
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p4 = plot.yellow + labs(y="") + theme(plot_margin=0)
c1 = (p1 | p2 | p3) + plot_layout(ncol=4)
c2 = p1 | p2 | p3 | p4
p = c1 / c2
assert p == "plot_layout_extra_col_width"
def test_plot_layout_extra_rows():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p = (p1 / p2 / p3) + plot_layout(nrow=5)
assert p == "plot_layout_extra_rows"
def test_plot_layout_extra_row_width():
# An extra row is extactly panel_width wide (no margin)
# By stacking two rows, where one has an extra row, we can
# confirm the size.
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p4 = plot.yellow + labs(x="", title="") + theme(plot_margin=0)
c1 = (p1 / p2 / p3) + plot_layout(nrow=4)
c2 = p1 / p2 / p3 / p4
p = c1 | c2
assert p == "plot_layout_extra_row_width"
def test_wrap_complicated():
p1 = plot.red
p2 = plot.green
p3 = plot.blue + g.points
p4 = plot.yellow
p5 = plot.cyan
p6 = plot.orange
p7 = plot.purple + g.cols
c1 = (p1 + p2 + p3) + plot_layout(ncol=2)
c2 = (p4 + p5 + p6 + p7) + plot_layout(ncol=4, widths=[1, 2, 4, 8])
# The top composition has two rows and the bottom one has one.
# With [1, 2] height ratios, the panels in each row should have
# the same height.
p = (c1 / c2) + plot_layout(heights=[2, 1])
assert p == "wrap_complicated"
def test_plot_layout_association():
# A plot or composition added to a composition becomes part of that
# composition and its layout.
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p4 = plot.yellow
p5 = plot.cyan
# Test that the layout of c1 is the layout of c1 + c2
c1 = (p1 + p2 + p3) + plot_layout(nrow=2, widths=(1, 2))
c2 = (p4 + p5) + plot_layout(widths=(2, 1))
p = c1 + c2
assert p == "plot_layout_association"
c1 = p1 + p2 + p3
c2 = (p4 + p5) + plot_layout(widths=(2, 1))
p = (c1 + c2) + plot_layout(nrow=2, widths=(1, 2))
assert p == "plot_layout_association"
def test_add_into_beside():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p = (p1 | p2) + p3
assert p == "add_into_ncol"
def test_add_into_stack():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p = (p1 / p2) + p3
assert p == "add_into_stack"
def test_add_into_beside_error():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
c1 = (p1 | p2) + plot_layout(ncol=2)
with pytest.raises(ValueError) as ve:
(c1 + p3).draw()
assert "more items than the layout columns" in str(ve.value)
def test_add_into_stack_error():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
c1 = (p1 / p2) + plot_layout(nrow=2)
with pytest.raises(ValueError) as ve:
(c1 + p3).draw()
assert "more items than the layout rows" in str(ve.value)
def test_plot_layout_byrow():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p4 = plot.yellow
p = (p1 + p2 + p3 + p4) + plot_layout(nrow=3, byrow=False)
assert p == "plot_layout_byrow"
def test_plot_annotation_position_plot():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
th1 = theme(
plot_title=element_text(color="red"),
plot_subtitle=element_text(color="green"),
plot_caption=element_text(color="blue"),
plot_title_position="plot",
)
ann = plot_annotation(
title="The Title of the Red, Green and Blue Composition",
subtitle="The subtitle of the red, green and blue composition",
caption="The caption of the red, green and blue composition.",
theme=th1,
)
p = ((p1 | p2) / p3) + ann
assert p == "plot_annotation_position_plot"
def test_plot_annotation_position_panel():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
th = theme(
plot_title=element_text(color="red"),
plot_subtitle=element_text(color="green"),
plot_caption=element_text(color="blue"),
plot_title_position="panel",
)
ann = plot_annotation(
title="The Title of the Red, Green and Blue Composition",
subtitle="The subtitle of the red, green and blue composition",
caption="The caption of the red, green and blue composition.",
theme=th,
)
p = ((p1 | p2) / p3) + ann
assert p == "plot_annotation_position_panel"
def test_plot_annotation_addition():
p1 = plot.red
p2 = plot.green
p3 = plot.blue
p4 = plot.yellow
th = theme(
plot_title=element_text(color="red"),
plot_subtitle=element_text(color="green"),
plot_caption=element_text(color="blue"),
plot_title_position="panel",
)
ann = plot_annotation(
title="The Title of the RGBY Composition",
subtitle="The subtitle of the RGBY composition",
caption="The caption of the RGBY composition.",
theme=th,
)
p = ((p1 / p2) + (p3 | p4)) + ann
p_alt = ((p1 / p2) + ann) + (p3 | p4)
assert p == "plot_annotation_addition"
assert p_alt == "plot_annotation_addition"
def test_footers():
def _make_footer(color):
return [
labs(
footer=f"{color.title()} Footer",
caption=f"The {color} caption",
),
theme(
plot_footer=element_text(color=color),
plot_footer_line=element_line(color=color),
plot_caption=element_text(color=color, style="italic", size=8),
plot_footer_position="panel",
),
]
p1 = plot.red + _make_footer("red")
p2 = plot.green + _make_footer("green")
p3 = plot.blue + _make_footer("blue")
ann = plot_annotation(
title="The Title of the Red, Green and Blue Composition",
subtitle="The subtitle of the red, green and blue composition",
caption="The caption of the red, green and blue composition",
footer="THE COMPOSITION FOOTER",
theme=theme(
plot_margin_left=0,
plot_margin_right=0,
plot_title_position="plot",
plot_footer=element_text(weight="bold"),
plot_footer_line=element_line(size=0.75),
plot_footer_background=element_rect(fill="lightgray"),
),
)
p = ((p1 | p2) / p3) + ann
assert p == "footers"
def test_spacer_under_and_theme():
# theme_gray is applied to all plots,
# for the spacer is only applied to the plot background.
p1 = plot.red
p2 = plot.green
p = (p1 | p2) / (p1 | plot_spacer() | p2) & theme_gray()
assert p == "spacer_under_and_theme"
def test_spacer_first_plus_plot():
# spacer + plot composes into a Wrap, matching ggplot + ggplot.
# Putting the spacer on the LHS exercises plot_spacer.__add__.
p = plot_spacer() + plot.red
assert p == "spacer_first_plus_plot"