import ipywidgets as widgets
from IPython.display import display
from ipywidgets import Output
from pyccapt.calibration.data_tools import data_loadcrop
label_layout = widgets.Layout(width='200px')
[docs]
def reset(variables, out):
variables.restore_data_from_backup()
with out:
out.clear_output()
print('Reset the crop')
def _apply_manual_spatial_values(variables, center_x, center_y, radius):
variables.selected_x_fdm = float(center_x)
variables.selected_y_fdm = float(center_y)
variables.roi_fdm = float(radius)
[docs]
def apply_crop(variables, out, use_manual_values, center_x_widget, center_y_widget, radius_widget):
with out:
out.clear_output()
try:
if use_manual_values.value:
_apply_manual_spatial_values(
variables,
center_x_widget.value,
center_y_widget.value,
radius_widget.value,
)
if variables.roi_fdm <= 0:
print('Please draw a spatial crop or enable manual values with a positive radius.')
return
variables.sync_from_data(
data_loadcrop.crop_data_after_selection(variables.data.copy(), variables),
update_backups=False,
clear_selection=False,
)
print(
'The crop for center x:',
round(float(variables.selected_x_fdm), 4),
'center y:',
round(float(variables.selected_y_fdm), 4),
'and radius:',
round(float(variables.roi_fdm), 4),
'is applied',
)
print('Remaining rows after crop:', len(variables.data))
except ValueError as exc:
print(f'Invalid spatial crop: {exc}')
[docs]
def call_plot_crop_fdm(variables):
frac_widget = widgets.FloatText(value=1.0)
frac_label = widgets.Label(value="Fraction:", layout=label_layout)
bins_x = widgets.IntText(value=256)
bins_y = widgets.IntText(value=256)
bins_label = widgets.Label(value="Bins (X, Y):", layout=label_layout)
figure_size_x = widgets.FloatText(value=5.0)
figure_size_y = widgets.FloatText(value=4.0)
figure_size_label = widgets.Label(value="Figure Size (X, Y):", layout=label_layout)
mode_selector_widget = widgets.Dropdown(options=[('circle', 'circle'), ('ellipse', 'ellipse')], value='circle')
mode_selector_label = widgets.Label(value="Selector:", layout=label_layout)
use_manual_values = widgets.Checkbox(value=False, description='Use manual crop values')
use_manual_label = widgets.Label(value="Manual Crop:", layout=label_layout)
center_x_widget = widgets.FloatText(value=float(variables.selected_x_fdm))
center_y_widget = widgets.FloatText(value=float(variables.selected_y_fdm))
radius_widget = widgets.FloatText(value=float(variables.roi_fdm))
center_label = widgets.Label(value="Center (X, Y):", layout=label_layout)
radius_label = widgets.Label(value="Radius:", layout=label_layout)
save_widget = widgets.Dropdown(options=[('True', True), ('False', False)], value=False)
save_label = widgets.Label(value="Save:", layout=label_layout)
figname_widget = widgets.Text(value='fdm_ini')
figname_label = widgets.Label(value="Figure Name:", layout=label_layout)
button_plot = widgets.Button(description="Plot")
button_apply = widgets.Button(description="Apply crop")
button_reset = widgets.Button(description="Reset")
button_sync = widgets.Button(description="Load drawn values")
out = Output()
def sync_from_drawn(_):
center_x_widget.value = float(variables.selected_x_fdm)
center_y_widget.value = float(variables.selected_y_fdm)
radius_widget.value = float(variables.roi_fdm)
with out:
out.clear_output()
print('Loaded the current drawn crop values into the manual fields.')
def on_button_click(_, variables):
button_plot.disabled = True
frac = frac_widget.value
bins = (bins_x.value, bins_y.value)
figure_size = (figure_size_x.value, figure_size_y.value)
save = save_widget.value
figname = figname_widget.value
mode_selector = mode_selector_widget.value
if use_manual_values.value:
_apply_manual_spatial_values(
variables,
center_x_widget.value,
center_y_widget.value,
radius_widget.value,
)
with out:
out.clear_output()
try:
data = variables.data.copy()
data_loadcrop.plot_crop_fdm(
data['x_det (cm)'].to_numpy(),
data['y_det (cm)'].to_numpy(),
bins,
frac,
axis_mode='normal',
figure_size=figure_size,
variables=variables,
range_sequence=[],
range_mc=[],
range_detx=[],
range_dety=[],
range_x=[],
range_y=[],
range_z=[],
range_vol=[],
data_crop=True,
draw_circle=use_manual_values.value and variables.roi_fdm > 0,
mode_selector=mode_selector,
save=save,
figname=figname,
)
if use_manual_values.value:
print('Manual spatial crop preview updated on the FDM plot.')
else:
print('Draw a crop on the plot or enable manual values and re-plot for a preview.')
except ValueError as exc:
print(f'Invalid spatial crop preview: {exc}')
button_plot.disabled = False
button_plot.on_click(lambda b: on_button_click(b, variables))
button_apply.on_click(
lambda b: apply_crop(variables, out, use_manual_values, center_x_widget, center_y_widget, radius_widget)
)
button_reset.on_click(lambda b: reset(variables, out))
button_sync.on_click(sync_from_drawn)
widget_container = widgets.VBox([
widgets.HBox([frac_label, frac_widget]),
widgets.HBox([bins_label, widgets.HBox([bins_x, bins_y])]),
widgets.HBox([figure_size_label, widgets.HBox([figure_size_x, figure_size_y])]),
widgets.HBox([mode_selector_label, mode_selector_widget]),
widgets.HBox([use_manual_label, use_manual_values]),
widgets.HBox([center_label, widgets.HBox([center_x_widget, center_y_widget])]),
widgets.HBox([radius_label, radius_widget]),
widgets.HBox([save_label, save_widget]),
widgets.HBox([figname_label, figname_widget]),
widgets.HBox([button_plot, button_sync, button_apply, button_reset]),
])
display(widget_container)
display(out)