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701 | class PathManager:
"""
Manages the creation and storage of reaction path artists.
Draws horizontal energy levels (plateaus) and the connectors
between them, storing all rendered artists in ``mpl_objects`` and
the underlying data in ``path_data`` for use by other managers.
"""
def __init__(
self,
figure_manager: FigureManager,
) -> None:
self.figure_manager = figure_manager
self.path_data: dict[str, dict] = {}
self.path_label_data: list[dict] = []
self.mpl_objects: dict[str, PathObject] = {}
self.merged_plateau_objects: list[dict] = []
def draw_path(
self,
x_data: Sequence[float],
y_data: Sequence[float],
color: str,
linetypes: Sequence[int] | int | None = None,
path_name: str | None = None,
show_numbers: bool = True,
width_plateau: float | None = None,
lw_plateau: float | str = "plateau",
lw_connector: float | str = "connector",
gap_scale: float | int | Sequence[float | int] = 1,
) -> None:
# Sanity checks and linetype normalization
Validators.validate_numeric_sequence(x_data, "x_data")
Validators.validate_numeric_sequence(y_data, "y_data")
if not isinstance(path_name, (str, type(None))):
raise TypeError("path_name must be a string or None")
if path_name in list(self.path_data.keys()):
raise ValueError("path_name must not already exist")
if len(x_data) != len(y_data):
raise ValueError("x_data and y_data must have the same length")
if width_plateau is not None:
Validators.validate_number(width_plateau, "width_plateau", min_value=0)
else:
width_plateau = constants.WIDTH_PLATEAU
ALLOWED_LINETYPES = [-4, -3, -2, -1, 0, 1, 2, 3, 4]
if linetypes is None:
linetypes = [1] * (len(y_data) - 1)
elif isinstance(linetypes, int):
if linetypes not in ALLOWED_LINETYPES:
raise ValueError(f"linetype must be in {ALLOWED_LINETYPES}.")
linetypes = [linetypes] * (len(y_data) - 1)
elif isinstance(linetypes, Sequence):
if not all(val in ALLOWED_LINETYPES for val in linetypes):
raise ValueError(f"linetype elements must be in {ALLOWED_LINETYPES}.")
if len(linetypes) != len(x_data) - 1 or len(linetypes) != len(y_data) - 1:
raise ValueError(
f"Length of linetypes + 1 (now {len(linetypes)} + 1) "
f"must equal the number of data points (right now {len(x_data)})."
)
else:
raise TypeError("linetypes must be an tuple, list or integer.")
if isinstance(lw_plateau, str):
if lw_plateau == "plateau":
lw_plateau = constants.LW_PLATEAU
elif lw_plateau == "connector":
lw_plateau = constants.LW_CONNECTOR
else:
raise ValueError(
"Invalid string value for lw_plateau. "
"Use 'plateau', 'connector', or a number."
)
else:
Validators.validate_number(lw_plateau, "lw_plateau", min_value=0)
assert isinstance(lw_plateau, (float, int))
if isinstance(lw_connector, str):
if lw_connector == "plateau":
lw_connector = constants.LW_PLATEAU
elif lw_connector == "connector":
lw_connector = constants.LW_CONNECTOR
else:
raise ValueError(
"Invalid string value for lw_connector. "
"Use 'plateau', 'connector', or a number."
)
else:
Validators.validate_number(lw_connector, "lw_connector", min_value=0)
assert isinstance(lw_connector, (float, int))
if isinstance(gap_scale, Sequence):
if isinstance(gap_scale, str):
raise TypeError("gap_scale cannot be a string.")
if len(gap_scale) != len(x_data) - 1:
raise ValueError(
f"Length of gap_scale + 1 (now {len(gap_scale)} + 1) "
f"must equal the number of data points (right now {len(x_data)})."
)
Validators.validate_numeric_sequence(
gap_scale, "gap_scale", required_length=len(x_data) - 1, min_value=0
)
else:
Validators.validate_number(gap_scale, "gap_scale", min_value=0)
gap_scale = [gap_scale] * (len(x_data) - 1)
for val in gap_scale:
if val * constants.BROKEN_LINE_GAP >= 1:
raise ValueError(
f"gap_scale values must be small enough that the "
f"gap in broken line styles is less than 100% of the line length. "
f"Currently, gap_scale * BROKEN_LINE_GAP "
f"= {val * constants.BROKEN_LINE_GAP}."
)
# Save data for numbering or legend
has_name = True
if path_name is None:
has_name = False
path_name = f"__NONAME{len(self.path_data)}"
self.path_data[path_name] = {
"x": x_data,
"y": y_data,
"color": color,
"has_name": has_name,
"show_numbers": show_numbers,
}
# Initialize nested dicts
connections: dict = {}
plateaus: dict = {}
labels: dict = {}
# Create lists in order to draw the lines
x_corners = []
y_corners = []
# Draw the lines
for i, v in enumerate(y_data):
x_corners.append(x_data[i] - 0.5 * width_plateau)
x_corners.append(x_data[i] + 0.5 * width_plateau)
y_corners.append(y_data[i])
y_corners.append(y_data[i])
if width_plateau > 0:
plateau = self.figure_manager.ax.hlines(
v,
x_corners[-2],
x_corners[-1],
zorder=constants.ZORDER_PLATEAU,
lw=lw_plateau,
color=color,
capstyle="round",
)
else:
plateau = None
plateaus[f"{x_data[i]:.1f}"] = plateau
if i > 0:
connector = self._draw_connector(
x_corners[-3:-1],
y_corners[-3:-1],
linetypes[i - 1],
color,
lw_connector,
gap_scale[i - 1],
)
connections[f"{sum(x_corners[-3:-1]) / 2:.1f}"] = connector
# Save Path
self.mpl_objects[path_name] = PathObject(connections, plateaus, labels)
def add_path_labels(
self,
margins: dict[str, tuple],
figsize: tuple[float, float],
path_name: str,
labels: Sequence[str],
fontsize: int | None = None,
weight: str = "normal",
color: str | None = None,
) -> None:
# Sanity checks
if path_name not in self.path_data.keys():
raise ValueError(f'Path "{path_name}" does not exist.')
Validators.validate_string_sequence(
labels,
"labels",
can_contain_none=True,
required_length=len(self.path_data[path_name]["x"]),
)
if fontsize is not None:
Validators.validate_number(fontsize, "fontsize", min_value=0, allow_none=True)
else:
fontsize = self.figure_manager.fontsize
if color is None:
color = self.path_data[path_name]["color"]
labelfont = font_manager.FontProperties(weight=weight, size=fontsize)
for i, labeltext in enumerate(labels):
if labeltext is not None:
x = self.path_data[path_name]["x"][i]
y = self.path_data[path_name]["y"][i]
label_artist = StyleManager._add_label_in_plot(
figure_manager=self.figure_manager,
margins=margins,
figsize=figsize,
labeltext=labeltext,
fontsize=fontsize,
labelfont=labelfont,
x=x,
y=y,
color=color,
)
self.mpl_objects[path_name].labels[f"{x:.1f}"] = label_artist
self.path_label_data.append(
{
"path_name": path_name,
"labels": labels,
"fontsize": fontsize,
"weight": weight,
"color": color,
}
)
def _recalculate_path_labels(
self,
margins: dict[str, tuple],
figsize: tuple[float, float],
) -> None:
old_path_label_data = self.path_label_data.copy()
self.path_label_data = []
for label_data in old_path_label_data:
# Remove old labels
self.mpl_objects[label_data["path_name"]].remove_labels()
# Add new labels with updated positions
self.add_path_labels(
margins=margins,
figsize=figsize,
**label_data,
)
def merge_plateaus(
self,
margins: dict[str, tuple],
figsize: tuple[float, float],
x: int,
path_name_left: str,
path_name_right: str,
gap_scale: float = 1,
stopper_scale: float = 1,
angle: float = 30,
) -> None:
# Sanity checks
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")
try:
full_plateau_left = self.mpl_objects[path_name_left].plateaus[f"{x:.1f}"]
except KeyError:
raise ValueError(
f'Path "{path_name_left}" must exist and have a value at x = {x}.'
)
try:
full_plateau_right = self.mpl_objects[path_name_right].plateaus[f"{x:.1f}"]
except KeyError:
raise ValueError(
f'Path "{path_name_right}" must exist and have a value at x = {x}.'
)
if full_plateau_left is None:
raise ValueError(f"Plateau for {path_name_left} at x = {x} is non-existent.")
if full_plateau_right is None:
raise ValueError(f"Plateau for {path_name_right} at x = {x} is non-existent.")
y_left = full_plateau_left.get_segments()[0][0][1]
y_right = full_plateau_right.get_segments()[0][0][1]
if y_left != y_right:
raise ValueError(
f"{path_name_left} and {path_name_right} must have the same y at x = {x}."
)
y = y_left
# Get color information
color_left = full_plateau_left.get_color()
color_right = full_plateau_right.get_color()
full_plateau_left.remove()
full_plateau_right.remove()
# Print plateaus
gap = constants.MERGED_PLATEAU_GAP * gap_scale
plateau_left = self.figure_manager.ax.hlines(
y,
x - constants.WIDTH_PLATEAU / 2,
x - gap / 2,
zorder=constants.ZORDER_PLATEAU,
lw=constants.LW_PLATEAU,
color=color_left,
capstyle="round",
)
plateau_right = self.figure_manager.ax.hlines(
y,
x + constants.WIDTH_PLATEAU / 2,
x + gap / 2,
zorder=constants.ZORDER_PLATEAU,
lw=constants.LW_PLATEAU,
color=color_right,
capstyle="round",
)
# Draw white rectangle to
cover_width = DifferenceManager._get_axis_break_whitespace_cover_width(
margins, figsize
)
# Add white covering reactange
# x in data coords, y in axis fractions
whitespace = mpatches.Rectangle(
(x - gap / 2, y - cover_width / 2),
gap,
cover_width,
facecolor="white",
edgecolor="white",
zorder=constants.ZORDER_MERGED_PLATEAU_COVER,
)
# Calculate stopper direction in data coordinates
delta_x, delta_y = DifferenceManager._get_axis_break_stopper_differences(
margins,
figsize,
angle,
)
stopper_left = self.figure_manager.ax.annotate(
"",
xy=(x - gap / 2, y),
xytext=(x - gap / 2 + delta_x, y + delta_y),
arrowprops=dict(
arrowstyle="|-|",
color=color_left,
lw=constants.LW_MERGED_PLATEAU_STOPPER,
shrinkA=15,
shrinkB=15,
mutation_scale=constants.SIZE_MERGED_PLATEAU_STOPPER * stopper_scale,
zorder=constants.ZORDER_MERGED_PLATEAU_STOPPER,
),
)
stopper_right = self.figure_manager.ax.annotate(
"",
xy=(x + gap / 2, y),
xytext=(x + gap / 2 - delta_x, y - delta_y),
arrowprops=dict(
arrowstyle="|-|",
color=color_right,
lw=constants.LW_MERGED_PLATEAU_STOPPER,
shrinkA=15,
shrinkB=15,
mutation_scale=constants.SIZE_MERGED_PLATEAU_STOPPER * stopper_scale,
zorder=constants.ZORDER_MERGED_PLATEAU_STOPPER,
),
)
# Save mpl objects get a pointer for angle correction
merged_plateau = MergedPlateau(
plateau_left,
plateau_right,
stopper_left,
stopper_right,
whitespace,
)
self.mpl_objects[path_name_left].plateaus[f"{x:.1f}"] = merged_plateau
self.mpl_objects[path_name_right].plateaus[f"{x:.1f}"] = merged_plateau
self.merged_plateau_objects.append(
{
"object": merged_plateau,
"angle": angle,
}
)
def _recalculate_merged_plateaus(
self,
margins: dict[str, tuple],
figsize: tuple[float, float],
) -> None:
for merged_plateau_dict in self.merged_plateau_objects:
merged_plateau_object = merged_plateau_dict["object"]
angle = merged_plateau_dict["angle"]
merged_plateau_object.recalculate_gap(margins, figsize, angle)
def _draw_connector(
self,
x_coords: Sequence[float],
y_coords: Sequence[float],
linetype: int,
color: str,
lw_connector: float | int,
gap_scale: float | int,
) -> Line2D | list[Line2D] | BrokenLine | None:
connector: Line2D | list[Line2D] | BrokenLine | None = None
if linetype == 0:
connector = None
elif linetype == 1:
connector = self._draw_line(
x_coords, y_coords, color, lw=lw_connector, dotted=True
)
elif linetype == -1:
connector = self._draw_broken_line(
x_coords, y_coords, color, lw=lw_connector, gap_scale=gap_scale, dotted=True
)
elif linetype == 2:
connector = self._draw_line(
x_coords, y_coords, color, lw=lw_connector, dotted=False
)
elif linetype == -2:
connector = self._draw_broken_line(
x_coords, y_coords, color, lw=lw_connector, gap_scale=gap_scale, dotted=False
)
elif linetype == 3:
connector = self._draw_spline(
x_coords, y_coords, color, lw=lw_connector, dotted=True
)
elif linetype == -3:
connector = self._draw_broken_spline(
x_coords, y_coords, color, lw=lw_connector, gap_scale=gap_scale, dotted=True
)
elif linetype == 4:
connector = self._draw_spline(
x_coords, y_coords, color, lw=lw_connector, dotted=False
)
elif linetype == -4:
connector = self._draw_broken_spline(
x_coords, y_coords, color, lw=lw_connector, gap_scale=gap_scale, dotted=False
)
else:
raise ValueError(f"Invalid linetype argument: {linetype}")
return connector
def _draw_line(
self,
x_coords: Sequence[float],
y_coords: Sequence[float],
color: str,
lw: float | int,
dotted: bool = False,
) -> Line2D:
if dotted:
ls = ":"
else:
ls = "-"
return self.figure_manager.ax.plot(
x_coords,
y_coords,
zorder=constants.ZORDER_CONNECTOR,
ls=ls,
lw=lw,
color=color,
)[0]
def _draw_broken_line(
self,
x_coords: Sequence[float],
y_coords: Sequence[float],
color: str,
lw: float | int,
gap_scale: float | int,
dotted: bool = True,
) -> BrokenLine:
# Portion of the line that has a gap
linegap = constants.BROKEN_LINE_GAP * gap_scale
# Ensure tuples are converted to list
x_coords = list(x_coords)
y_coords = list(y_coords)
# Draw first part of line
x1 = x_coords.copy()
y1 = y_coords.copy()
x1[1] = x1[0] + (x1[1] - x1[0]) * (0.5 - linegap / 2)
y1[1] = y1[0] + (y1[1] - y1[0]) * (0.5 - linegap / 2)
if dotted:
line_1 = self._draw_line(x1, y1, color=color, lw=lw, dotted=True)
else:
line_1 = self._draw_line(x1, y1, color=color, lw=lw, dotted=False)
# Draw second part of line
x2 = x_coords.copy()
y2 = y_coords.copy()
x2[0] = x2[0] + (x2[1] - x2[0]) * (0.5 + linegap / 2)
y2[0] = y2[0] + (y2[1] - y2[0]) * (0.5 + linegap / 2)
if dotted:
line_2 = self._draw_line(x2, y2, color=color, lw=lw, dotted=True)
else:
line_2 = self._draw_line(x2, y2, color=color, lw=lw, dotted=False)
# Draw small orthogonal lines
stopper_1 = self.figure_manager.ax.annotate(
"",
xy=(x1[1], y1[1]),
xytext=(x1[1] + 0.001 * (x2[0] - x1[1]), y1[1] + 0.001 * (y2[0] - y1[1])),
arrowprops=dict(
arrowstyle="|-|",
color=color,
lw=constants.LW_BROKEN_LINE_STOPPER,
shrinkA=15,
shrinkB=15,
mutation_scale=constants.SIZE_BROKEN_LINE_STOPPER,
zorder=constants.ZORDER_BROKEN_LINE_STOPPER,
),
)
stopper_2 = self.figure_manager.ax.annotate(
"",
xy=(x2[0], y2[0]),
xytext=(x2[0] - 0.001 * (x2[0] - x1[1]), y2[0] - 0.001 * (y2[0] - y1[1])),
arrowprops=dict(
arrowstyle="|-|",
color=color,
lw=constants.LW_BROKEN_LINE_STOPPER,
shrinkA=15,
shrinkB=15,
mutation_scale=constants.SIZE_BROKEN_LINE_STOPPER,
zorder=constants.ZORDER_BROKEN_LINE_STOPPER,
),
)
return BrokenLine(line_1, line_2, stopper_1, stopper_2)
def _draw_spline(
self,
x_coords: Sequence[float],
y_coords: Sequence[float],
color: str,
lw: float | int,
dotted: bool = False,
) -> list[Line2D]:
if dotted:
ls = ":"
else:
ls = "-"
# Create a cubic spline interpolation of the points
cs = CubicSpline(x_coords, y_coords, bc_type="clamped")
x_spline = np.linspace(x_coords[0], x_coords[-1], 100)
y_spline = cs(x_spline)
# Draw the spline as a solid line
return self.figure_manager.ax.plot(
x_spline,
y_spline,
zorder=constants.ZORDER_CONNECTOR,
ls=ls,
lw=lw,
color=color,
)
def _draw_broken_spline(
self,
x_coords: Sequence[float],
y_coords: Sequence[float],
color: str,
lw: float | int,
gap_scale: float | int,
dotted: bool = True,
) -> list[Line2D] | BrokenLine:
# Portion of the line that has a gap
linegap = constants.BROKEN_LINE_GAP * gap_scale
cs = CubicSpline(x_coords, y_coords, bc_type="clamped")
x_spline = np.linspace(x_coords[0], x_coords[-1], 100)
y_spline = cs(x_spline)
# Draw first part of spline
interval_start_gap = int(len(x_spline) * (0.5 - linegap / 2))
x1 = x_spline[:interval_start_gap]
y1 = y_spline[:interval_start_gap]
if dotted:
line_1 = self._draw_spline_part(x1, y1, color=color, lw=lw, dotted=True)
else:
line_1 = self._draw_spline_part(x1, y1, color=color, lw=lw, dotted=False)
# Draw second part of spline
interval_end_gap = int(len(x_spline) * (0.5 + linegap / 2))
x2 = x_spline[interval_end_gap:]
y2 = y_spline[interval_end_gap:]
if dotted:
line_2 = self._draw_spline_part(x2, y2, color=color, lw=lw, dotted=True)
else:
line_2 = self._draw_spline_part(x2, y2, color=color, lw=lw, dotted=False)
# Draw small orthogonal lines at the break point
stopper_1 = self.figure_manager.ax.annotate(
"",
xy=(x_spline[interval_start_gap], y_spline[interval_start_gap]),
xytext=(
x_spline[interval_start_gap]
+ 0.01 * (x_spline[interval_start_gap + 1] - x_spline[interval_start_gap]),
y_spline[interval_start_gap]
+ 0.01 * (y_spline[interval_start_gap + 1] - y_spline[interval_start_gap]),
),
arrowprops=dict(
arrowstyle="|-|",
color=color,
lw=constants.LW_BROKEN_LINE_STOPPER,
shrinkA=15,
shrinkB=15,
mutation_scale=constants.SIZE_BROKEN_LINE_STOPPER,
zorder=constants.ZORDER_BROKEN_LINE_STOPPER,
),
)
stopper_2 = self.figure_manager.ax.annotate(
"",
xy=(x_spline[interval_end_gap], y_spline[interval_end_gap]),
xytext=(
x_spline[interval_end_gap]
- 0.01 * (x_spline[interval_end_gap] - x_spline[interval_end_gap - 1]),
y_spline[interval_end_gap]
- 0.01 * (y_spline[interval_end_gap] - y_spline[interval_end_gap - 1]),
),
arrowprops=dict(
arrowstyle="|-|",
color=color,
lw=constants.LW_BROKEN_LINE_STOPPER,
shrinkA=15,
shrinkB=15,
mutation_scale=constants.SIZE_BROKEN_LINE_STOPPER,
zorder=constants.ZORDER_BROKEN_LINE_STOPPER,
),
)
return BrokenLine(line_1, line_2, stopper_1, stopper_2)
def _draw_spline_part(
self,
x_coords: Sequence[float] | np.ndarray,
y_coords: Sequence[float] | np.ndarray,
color: str,
lw: float | int,
dotted: bool = False,
) -> Line2D:
if dotted:
ls = ":"
else:
ls = "-"
return self.figure_manager.ax.plot(
x_coords,
y_coords,
zorder=constants.ZORDER_CONNECTOR,
ls=ls,
lw=lw,
color=color,
)[0]
@staticmethod
def _get_stopper_differences(
margins: dict[str, tuple],
figsize: tuple[float, float],
angle: float,
) -> tuple[float, float]:
delta_x = (
np.cos(angle * np.pi / 180)
* 0.001
* (margins["x"][1] - margins["x"][0])
/ figsize[0]
)
delta_y = (
np.sin(angle * np.pi / 180)
* 0.001
* (margins["y"][1] - margins["y"][0])
/ figsize[1]
)
return delta_x, delta_y
@staticmethod
def _get_whitespace_cover_width(
margins: dict[str, tuple],
figsize: tuple[float, float],
) -> float:
cover_width = (
constants.MERGED_PLATEAU_COVER_WIDTH
* (margins["y"][1] - margins["y"][0])
/ figsize[1]
)
return cover_width
|