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489 | class StyleManager:
"""
Manages the visual style and x-axis labels of the diagram.
Handles spine visibility, axis arrows, and background elements
for the five supported styles: ``"boxed"``, ``"halfboxed"``,
``"open"``, ``"twosided"`` and ``"borderless"``. Also manages x-axis label
placement, either below the axis or inside the plot area.
"""
def __init__(
self,
figure_manager: FigureManager,
style: str,
) -> None:
self.figure_manager = figure_manager
self.style = style
self.mpl_objects = StyleObjects({}, {}, {}, {}, {})
self.axes_break_data: dict[str, list] = {"x": [], "y": []}
self.has_axes_breaks = False
self.set_diagram_style(self.style)
def set_diagram_style(self, style: str) -> None:
def draw_arrow(xy, xytext):
arrow = self.figure_manager.ax.annotate(
"",
xy=xy,
xytext=xytext,
xycoords="axes fraction",
arrowprops=dict(
arrowstyle="-|>",
color="black",
lw=0,
shrinkA=0,
shrinkB=0,
mutation_scale=constants.SIZE_AXIS_ARROWS,
zorder=constants.ZORDER_AXIS_ARROWS,
),
)
return arrow
ALLOWED_STYLES = ["boxed", "halfboxed", "open", "twosided", "borderless"]
if style not in ALLOWED_STYLES:
raise ValueError(f"style must be one of {ALLOWED_STYLES}.")
self.style = style
# Remove grid lines and set x axes to default cover_width
self.figure_manager.ax.xaxis.grid(False)
self.figure_manager.ax.yaxis.grid(False)
self.figure_manager.ax.spines["bottom"].set_position(("axes", 0))
self.figure_manager.ax.set_zorder(0.5)
# Remove unwanted objects
self.mpl_objects.remove_axes()
axes_dict = {}
arrows_dict = {}
# Reset y labels and ticks automatically
self.figure_manager.ax.yaxis.set_major_locator(ticker.AutoLocator())
self.figure_manager.ax.yaxis.set_major_formatter(ticker.ScalarFormatter())
# Adjust axes
if style == "boxed":
self.figure_manager.ax.spines["top"].set_visible(True)
self.figure_manager.ax.spines["right"].set_visible(True)
self.figure_manager.ax.spines["left"].set_visible(True)
self.figure_manager.ax.spines["bottom"].set_visible(True)
elif style == "halfboxed":
self.figure_manager.ax.spines["top"].set_visible(False)
self.figure_manager.ax.spines["right"].set_visible(False)
self.figure_manager.ax.spines["left"].set_visible(True)
self.figure_manager.ax.spines["bottom"].set_visible(True)
arrows_dict["x_arrow"] = draw_arrow((1.01, 0), (0.97, 0))
arrows_dict["y_arrow"] = draw_arrow((0, 1.01), (0, 0.97))
elif style == "open":
self.figure_manager.ax.spines["top"].set_visible(False)
self.figure_manager.ax.spines["right"].set_visible(False)
self.figure_manager.ax.spines["left"].set_visible(True)
self.figure_manager.ax.spines["bottom"].set_visible(False)
axes_dict["x_axis"] = self.figure_manager.ax.axhline(
0,
color="black",
zorder=constants.ZORDER_X_AXIS,
lw=constants.LW_X_AXIS,
)
arrows_dict["y_arrow"] = draw_arrow((0, 1.01), (0, 0.97))
elif style == "twosided":
self.figure_manager.ax.spines["top"].set_visible(False)
self.figure_manager.ax.spines["right"].set_visible(False)
self.figure_manager.ax.spines["left"].set_visible(True)
self.figure_manager.ax.spines["bottom"].set_visible(True)
self.figure_manager.ax.spines["bottom"].set_position(
("axes", constants.X_AXIS_OFFSET_OPENSTYLE)
)
arrows_dict["x_arrow_right"] = draw_arrow((1.01, -0.03), (0.96, -0.03))
arrows_dict["x_arrow_left"] = draw_arrow((-0.01, -0.03), (0.04, -0.03))
arrows_dict["y_arrow"] = draw_arrow((0, 1.01), (0, 0.97))
elif style == "borderless":
self.figure_manager.ax.spines["top"].set_visible(False)
self.figure_manager.ax.spines["right"].set_visible(False)
self.figure_manager.ax.spines["left"].set_visible(False)
self.figure_manager.ax.spines["bottom"].set_visible(False)
self.figure_manager.ax.set_yticklabels([])
self.figure_manager.ax.set_yticks([])
self.mpl_objects.arrows = arrows_dict
self.mpl_objects.axes = axes_dict
def set_xlabels(
self,
margins: dict[str, tuple],
figsize: tuple[float, float],
path_data: dict,
labels: Sequence,
labelplaces: Sequence[float] | None = None,
fontsize: int | None = None,
weight: str = "bold",
in_plot: bool = False,
) -> None:
# Sanity checks
Validators.validate_numeric_sequence(labelplaces, "labelplaces", allow_none=True)
Validators.validate_number(fontsize, "fontsize", allow_none=True, min_value=0)
if labelplaces is not None:
if len(labels) != len(labelplaces):
raise ValueError("There must be the same number of labels and labelplaces.")
# Create labelplace list if none given
if labelplaces is None:
labelplaces = list(range(len(labels)))
self.labelproperties = {
"labels": labels,
"labelplaces": labelplaces,
"fontsize": fontsize,
"weight": weight,
"in_plot": in_plot,
}
# Clear or hide labels if present
self.figure_manager.ax.set_xticks([])
self.mpl_objects.remove_xlabels()
label_dict = {}
# Set font of x labels
if fontsize is None:
fontsize = self.figure_manager.fontsize
labelfont = font_manager.FontProperties(weight=weight, size=fontsize)
# Set labels in the plot or at axis
if in_plot:
for x, labeltext in zip(labelplaces, labels):
all_values_at_x = NumberManager._get_all_values_at_x(path_data, x)
if all_values_at_x:
y = min(all_values_at_x)
label = self._add_label_in_plot(
self.figure_manager,
margins,
figsize,
labeltext,
fontsize,
labelfont,
x,
y,
)
label_dict[f"{x:.1f}"] = label
else:
print(
f"Warning: There was no datapoint found at x = {x}, "
f"therefore no label is shown."
)
self.mpl_objects.x_labels = label_dict
else:
self.figure_manager.ax.set_xticks(labelplaces)
self.figure_manager.ax.set_xticklabels(labels)
for label in self.figure_manager.ax.get_xticklabels():
label.set_fontproperties(labelfont)
def add_xaxis_break(
self,
margins: dict[str, tuple],
figsize: tuple[float, float],
x: float,
gap_scale: float = 1,
stopper_scale: float = 1,
angle: float = 30,
) -> None:
Validators.validate_number(x, "x")
Validators.validate_number(gap_scale, "gap_scale", min_value=0)
Validators.validate_number(stopper_scale, "stopper_scale", min_value=0)
Validators.validate_number(angle, "angle")
def draw_xaxis_break(x_pos, y_pos):
# gap in x data coords
gap = (
constants.AXIS_BREAK_GAP
* (margins["x"][1] - margins["x"][0])
/ figsize[0]
* gap_scale
)
# cover_width in y axis fraction
cover_width = constants.AXIS_BREAK_COVER_WIDTH / figsize[1]
# Add white covering reactange
# x in data coords, y in axis fractions
rect = mpatches.Rectangle(
(x_pos - gap / 2, y_pos - cover_width / 2),
gap,
cover_width,
transform=self.figure_manager.ax.get_xaxis_transform(),
facecolor="white",
edgecolor="white",
zorder=constants.ZORDER_AXIS_BREAK_COVER,
clip_on=False,
)
self.figure_manager.ax.add_artist(rect)
# Convert stopper angle
# delta_x in data coords, delta_y in axis coords
delta_x = np.cos(angle * np.pi / 180) * 0.001
delta_y = (
np.sin(angle * np.pi / 180)
* 0.001
/ (margins["x"][1] - margins["x"][0])
* figsize[1]
/ figsize[0]
)
# Draw stoppers
stopper_1 = self.figure_manager.ax.annotate(
"",
xy=(x_pos - gap / 2, y_pos),
xytext=(x_pos - gap / 2 + delta_x, y_pos + delta_y),
xycoords=self.figure_manager.ax.get_xaxis_transform(),
arrowprops=dict(
arrowstyle="|-|",
color="black",
lw=constants.LW_AXIS_BREAK_STOPPER,
shrinkA=15,
shrinkB=15,
mutation_scale=constants.SIZE_AXIS_BREAK_STOPPER * stopper_scale,
zorder=constants.ZORDER_AXIS_BREAK_STOPPER,
),
)
stopper_1.set_zorder(constants.ZORDER_AXIS_BREAK_STOPPER)
stopper_2 = self.figure_manager.ax.annotate(
"",
xy=(x_pos + gap / 2, y_pos),
xytext=(x_pos + gap / 2 + delta_x, y_pos + delta_y),
xycoords=self.figure_manager.ax.get_xaxis_transform(),
arrowprops=dict(
arrowstyle="|-|",
color="black",
lw=constants.LW_AXIS_BREAK_STOPPER,
shrinkA=15,
shrinkB=15,
mutation_scale=constants.SIZE_AXIS_BREAK_STOPPER * stopper_scale,
zorder=constants.ZORDER_AXIS_BREAK_STOPPER,
),
)
stopper_2.set_zorder(constants.ZORDER_AXIS_BREAK_STOPPER)
return AxisBreak(rect, stopper_1, stopper_2)
self.has_axes_breaks = True
if self.style == "open":
raise NotImplementedError(
"x-axis breaks are not compatible with open diagram style"
)
elif self.style == "halfboxed":
break_object = draw_xaxis_break(x, 0)
elif self.style == "boxed":
break_object_bottom = draw_xaxis_break(x, 0)
break_object_top = draw_xaxis_break(x, 1)
break_object = {
"top": break_object_top,
"bottom": break_object_bottom,
}
elif self.style == "twosided":
break_object = draw_xaxis_break(x, constants.X_AXIS_OFFSET_OPENSTYLE)
elif self.style == "borderless":
raise NotImplementedError(
"x-axis breaks are not compatible with borderless diagram style"
)
self.mpl_objects.xaxis_breaks[f"{x:.1f}"] = break_object
# Save for redrawing
self.axes_break_data["x"].append(
{
"x": x,
"gap_scale": gap_scale,
"stopper_scale": stopper_scale,
"angle": angle,
}
)
def add_yaxis_break(
self,
margins: dict[str, tuple],
figsize: tuple[float, float],
y: float,
gap_scale: float = 1,
stopper_scale: float = 1,
angle: float = 30,
) -> None:
Validators.validate_number(y, "y")
Validators.validate_number(gap_scale, "gap_scale", min_value=0)
Validators.validate_number(stopper_scale, "stopper_scale", min_value=0)
Validators.validate_number(angle, "angle")
def draw_xaxis_break(x_pos, y_pos):
# Gap in y data coords
gap = (
constants.AXIS_BREAK_GAP
* (margins["y"][1] - margins["y"][0])
/ figsize[1]
* gap_scale
)
# Cover_width in x axis fraction
cover_width = constants.AXIS_BREAK_COVER_WIDTH / figsize[0]
# Add white covering reactange
# y in data coords, x in axis fractions
rect = mpatches.Rectangle(
(x_pos - cover_width / 2, y_pos - gap / 2),
cover_width,
gap,
transform=self.figure_manager.ax.get_yaxis_transform(),
facecolor="white",
edgecolor="white",
zorder=constants.ZORDER_AXIS_BREAK_COVER,
clip_on=False,
)
self.figure_manager.ax.add_artist(rect)
# Convert stopper angle
delta_x = (
np.sin(angle * np.pi / 180)
* 0.001
/ (margins["y"][1] - margins["y"][0])
* figsize[1]
/ figsize[0]
)
delta_y = np.cos(angle * np.pi / 180) * 0.001
# Draw stoppers
stopper_1 = self.figure_manager.ax.annotate(
"",
xy=(x_pos, y_pos - gap / 2),
xytext=(x_pos + delta_x, y_pos - gap / 2 + delta_y),
xycoords=self.figure_manager.ax.get_yaxis_transform(),
arrowprops=dict(
arrowstyle="|-|",
color="black",
lw=constants.LW_AXIS_BREAK_STOPPER,
shrinkA=15,
shrinkB=15,
mutation_scale=constants.SIZE_AXIS_BREAK_STOPPER * stopper_scale,
zorder=constants.ZORDER_AXIS_BREAK_STOPPER,
),
)
stopper_1.set_zorder(constants.ZORDER_AXIS_BREAK_STOPPER)
stopper_2 = self.figure_manager.ax.annotate(
"",
xy=(x_pos, y_pos + gap / 2),
xytext=(x_pos + delta_x, y_pos + gap / 2 + delta_y),
xycoords=self.figure_manager.ax.get_yaxis_transform(),
arrowprops=dict(
arrowstyle="|-|",
color="black",
lw=constants.LW_AXIS_BREAK_STOPPER,
shrinkA=15,
shrinkB=15,
mutation_scale=constants.SIZE_AXIS_BREAK_STOPPER * stopper_scale,
zorder=constants.ZORDER_AXIS_BREAK_STOPPER,
),
)
stopper_2.set_zorder(constants.ZORDER_AXIS_BREAK_STOPPER)
return AxisBreak(rect, stopper_1, stopper_2)
self.has_axes_breaks = True
if self.style == "boxed":
break_object_left = draw_xaxis_break(0, y)
break_object_right = draw_xaxis_break(1, y)
break_object = {
"left": break_object_left,
"right": break_object_right,
}
elif self.style == "borderless":
raise NotImplementedError(
"y-axis breaks are not compatible with borderless diagram style"
)
else:
break_object = draw_xaxis_break(0, y)
self.mpl_objects.yaxis_breaks[f"{y:.1f}"] = break_object
# Save for redrawing
self.axes_break_data["y"].append(
{
"y": y,
"gap_scale": gap_scale,
"stopper_scale": stopper_scale,
"angle": angle,
}
)
def recalculate_axis_breaks(
self,
margins: dict[str, tuple],
figsize: tuple[float, float],
) -> None:
self.mpl_objects.remove_axes_breaks()
xaxis_breaks = self.axes_break_data["x"][:]
yaxis_breaks = self.axes_break_data["y"][:]
self.axes_break_data["x"] = []
self.axes_break_data["y"] = []
for x_break in xaxis_breaks:
self.add_xaxis_break(
margins=margins,
figsize=figsize,
**x_break,
)
for y_break in yaxis_breaks:
self.add_yaxis_break(
margins=margins,
figsize=figsize,
**y_break,
)
@staticmethod
def _add_label_in_plot(
figure_manager: FigureManager,
margins: dict[str, tuple],
figsize: tuple[float, float],
labeltext: str,
fontsize: int,
labelfont: font_manager.FontProperties,
x: float,
y: float,
color: str = "black",
) -> Text:
y_diff = -DifferenceManager._get_diff_plateau_label(
margins, figsize, fontsize, labeltext
)
label = figure_manager.ax.text(
x,
y + y_diff,
labeltext,
font=labelfont,
ha="center",
va="center",
color=color,
zorder=constants.ZORDER_X_LABEL,
)
return label
|