def _create_widgets(self):
self._lbl_title = tk.Label(
self,
font=const.SD_TITLE_FONT,
text=const.SD_TITLE_TEXT,
padx=const.SD_TITLE_PADX,
pady=const.SD_TITLE_PADY,
)
self._f_subtitle = tk.Frame(self,
relief=const.SD_SUBFRAME_RELIEF,
padx=const.SD_SUBFRAME_PADX,
pady=const.SD_SUBFRAME_PADY,
bd=const.SD_SUBFRAME_BD)
self._slo_name = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
font=const.SD_FONT,
description=const.SD_NAME_TEXT,
output_text=const.SD_INITIAL_NAME_TEXT)
self._mo_description = MultilineOutputF(
parent=self._f_subtitle,
user_instruction=const.SD_DESCRIPTION_TEXT,
)
def _create_widgets(self):
super()._create_widgets()
self._lbl_title.config(text=const.TSSD_TITLE_TEXT)
self._slo_neural_network = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.TSSD_NN_MODEL_TEXT,
output_text=const.TSSD_NN_MODEL_INITIAL_TEXT)
self._slo_examples_per_batch = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.TSSD_BATCH_SIZE_TEXT,
output_text=const.TSSD_BATCH_SIZE_INITIAL_TEXT)
self._slo_number_of_epochs = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.TSSD_EPOCHS_NBR_TEXT,
output_text=const.TSSD_EPOCHS_NBR_INITIAL_TEXT)
self._slo_image_size = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.TSSD_IMAGE_SIZE_TEXT,
output_text=const.TSSD_IMAGE_SIZE_INITIAL_TEXT)
def _create_widgets(self):
super()._create_widgets()
title_text = const.USDO_TITLE_TEXT + str(self._data_set_index)
self._lbl_title.config(text=title_text)
self._slo_image_size = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.USDO_IMAGE_SIZE_TEXT,
output_text=const.USDO_IMAGE_SIZE_INITIAL_TEXT)
self._slo_number_of_files = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.USDO_NUMBER_OF_FILES_TEXT,
output_text=const.USDO_NUMBER_OF_FILES_INITIAL_TEXT)
self._slo_number_of_examples = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.USDO_NUMBER_OF_EXAMPLES_TEXT,
output_text=const.USDO_NUMBER_OF_EXAMPLES_INITIAL_TEXT)
def _create_widgets(self):
self._lbl_title = tk.Label(
self,
font=const.TSOR_TITLE_FONT,
text=const.TSOR_TITLE_TEXT,
padx=const.TSOR_TITLE_PADX,
pady=const.TSOR_TITLE_PADY,
)
self._f_results = tk.Frame(self,
relief=const.TSOR_SUBFRAME_RELIEF,
padx=const.TSOR_SUBFRAME_PADX,
pady=const.TSOR_SUBFRAME_PADY,
bd=const.TSOR_SUBFRAME_BD)
self._slo_subtitle = SingleLineOutputF(
parent=self,
description_width=28,
font=const.TSOR_SUBTITLE_FONT,
description=const.TSOR_SUBTITLE_EVAL_METHOD_TEXT,
output_text=const.TSOR_SUBTITLE_RESULT_TEXT)
self._slo_precision = SingleLineOutputF(
parent=self._f_results,
description_width=26,
font=const.TSOR_FONT,
description=const.TSOR_PRECISION_TEXT,
output_text=const.TSOR_PRECISION_INITIAL_TEXT)
self._slo_recall = SingleLineOutputF(
parent=self._f_results,
description_width=26,
font=const.TSOR_FONT,
description=const.TSOR_RECALL_TEXT,
output_text=const.TSOR_RECALL_INITIAL_TEXT)
self._slo_f_measure = SingleLineOutputF(
parent=self._f_results,
description_width=26,
font=const.TSOR_FONT,
description=const.TSOR_F_MEASURE_TEXT,
output_text=const.TSOR_F_MEASURE_INITIAL_TEXT)
def _create_widgets(self):
super()._create_widgets()
self._lbl_title.config(text=const.DSDO_TITLE_TEXT)
self._slo_examples = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.DSDO_EXAMPLES_NBR_TEXT,
output_text=const.DSDO_EXAMPLES_NBR_INITIAL_TEXT
)
self._slo_classes_nbr = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.DSDO_CLASSES_NBR_TEXT,
output_text=const.DSDO_CLASSES_NBR_INITIAL_TEXT
)
self._slo_image_size = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.DSDO_IMAGE_SIZE_TEXT,
output_text=const.DSDO_IMAGE_SIZE_INITIAL_TEXT
)
self._classes_output = ClassesOutputF(
parent=self._f_subtitle,
)
self._classes_output.config(relief='flat')
class TrainSessSaveDetailsOutputF(SaveDetailsOutputF):
def __init__(self, parent, disabled=False):
"""
:param parent: Parent.
:param disabled: - Default: False;
- If True all the widgets will be disabled.
"""
SaveDetailsOutputF.__init__(self, parent, disabled)
self._create_widgets()
self._place_widgets()
if disabled:
self.disable()
#########################################################################
# Widget handling
def _create_widgets(self):
super()._create_widgets()
self._lbl_title.config(text=const.TSSD_TITLE_TEXT)
self._slo_neural_network = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.TSSD_NN_MODEL_TEXT,
output_text=const.TSSD_NN_MODEL_INITIAL_TEXT)
self._slo_examples_per_batch = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.TSSD_BATCH_SIZE_TEXT,
output_text=const.TSSD_BATCH_SIZE_INITIAL_TEXT)
self._slo_number_of_epochs = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.TSSD_EPOCHS_NBR_TEXT,
output_text=const.TSSD_EPOCHS_NBR_INITIAL_TEXT)
self._slo_image_size = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.TSSD_IMAGE_SIZE_TEXT,
output_text=const.TSSD_IMAGE_SIZE_INITIAL_TEXT)
def _place_widgets(self):
super()._place_widgets()
self._slo_neural_network.pack(side='top', fill='both', expand=True)
self._slo_examples_per_batch.pack(side='top', fill='both', expand=True)
self._slo_number_of_epochs.pack(side='top', fill='both', expand=True)
self._slo_image_size.pack(side='top', fill='both', expand=True)
@staticmethod
def _kill():
"""
- In case something goes wrong this method displays a message and
exits the application.
"""
messagebox.showerror(title=const.TSSD_ERROR_TITLE,
message=const.TSSD_ERROR_MSG)
sys.exit(3)
#########################################################################
# Public methods
def update_save_details(self, train_sess_details: SessionDetails):
"""
- Updates the session details
:param train_sess_details: TrainSessionSaveDetails with the
session's details.
"""
if not isinstance(train_sess_details, SessionDetails) \
or not train_sess_details.is_valid():
self._kill()
self.update_output_text(name=train_sess_details.name,
description=train_sess_details.description)
self._slo_neural_network.update_output(
output_text=train_sess_details.neural_network)
self._slo_examples_per_batch.update_output(
output_text=train_sess_details.examples_per_batch)
self._slo_number_of_epochs.update_output(
output_text=train_sess_details.number_of_epochs)
self._slo_image_size.update_output(
output_text=train_sess_details.image_size)
def enable(self):
""" Enables all the widgets."""
self._slo_examples_per_batch.enable()
self._slo_number_of_epochs.enable()
self._slo_neural_network.enable()
self._slo_image_size.enable()
super().enable()
def disable(self):
""" Disables all the widgets."""
super().disable()
self._slo_image_size.disable()
self._slo_neural_network.disable()
self._slo_number_of_epochs.disable()
self._slo_examples_per_batch.disable()
class DataSetSaveDetailsOutputF(SaveDetailsOutputF):
def __init__(self,
parent,
disabled=False):
"""
:param parent: Parent.
:param disabled: - Default: False;
- If True all the widgets will be disabled.
"""
SaveDetailsOutputF.__init__(self,
parent,
disabled)
self._create_widgets()
self._place_widgets()
if disabled:
self.disable()
#########################################################################
# Widget handling
def _create_widgets(self):
super()._create_widgets()
self._lbl_title.config(text=const.DSDO_TITLE_TEXT)
self._slo_examples = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.DSDO_EXAMPLES_NBR_TEXT,
output_text=const.DSDO_EXAMPLES_NBR_INITIAL_TEXT
)
self._slo_classes_nbr = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.DSDO_CLASSES_NBR_TEXT,
output_text=const.DSDO_CLASSES_NBR_INITIAL_TEXT
)
self._slo_image_size = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
description=const.DSDO_IMAGE_SIZE_TEXT,
output_text=const.DSDO_IMAGE_SIZE_INITIAL_TEXT
)
self._classes_output = ClassesOutputF(
parent=self._f_subtitle,
)
self._classes_output.config(relief='flat')
def _place_widgets(self):
super()._place_widgets()
self._slo_examples.pack(side='top',
fill='both',
expand=True)
self._slo_classes_nbr.pack(side='top',
fill='both',
expand=True)
self._slo_image_size.pack(side='top',
fill='both',
expand=True)
self._classes_output.pack(side='top',
fill='both',
expand=True)
@staticmethod
def _kill():
"""
- In case something goes wrong this method displays a message and
exits the application.
"""
messagebox.showerror(
title=const.DSDO_ERROR_TITLE,
message=const.DSDO_ERROR_MSG
)
sys.exit(4)
#########################################################################
# Public methods
def update_save_details(
self,
data_set_details: DataSetDetails):
"""
- Updates the data set details
:param data_set_details: DataSetSaveDetails with the data set's
details.
"""
if not isinstance(data_set_details, DataSetDetails) \
or not data_set_details.is_valid():
self._kill()
self.update_output_text(
name=data_set_details.name,
description=data_set_details.description
)
classes = data_set_details.classes
number_of_classes = len(classes.get_data_set_classes())
self._slo_examples.update_output(
output_text=data_set_details.number_of_examples)
self._slo_classes_nbr.update_output(
output_text=str(number_of_classes))
self._slo_image_size.update_output(
output_text=data_set_details.image_size)
self._classes_output.update_classes(data_set_details.classes)
def enable(self):
""" Enables all the widgets."""
self._slo_examples.enable()
self._slo_classes_nbr.enable()
super().enable()
def disable(self):
""" Disables all the widgets."""
super().disable()
self._slo_classes_nbr.disable()
self._slo_examples.disable()
class SaveDetailsOutputF(tk.Frame):
"""
- Use to display save details (name and description).
"""
def __init__(self, parent, disabled=False):
"""
:param parent: Parent.
:param disabled: - Default: False;
- If True all the widgets will be disabled.
"""
tk.Frame.__init__(self,
parent,
relief=const.SD_FRAME_RELIEF,
padx=const.SD_FRAME_PADX,
pady=const.SD_FRAME_PADY,
bd=const.SD_FRAME_BD)
if disabled:
self.disable()
#########################################################################
# Widget handling
def _create_widgets(self):
self._lbl_title = tk.Label(
self,
font=const.SD_TITLE_FONT,
text=const.SD_TITLE_TEXT,
padx=const.SD_TITLE_PADX,
pady=const.SD_TITLE_PADY,
)
self._f_subtitle = tk.Frame(self,
relief=const.SD_SUBFRAME_RELIEF,
padx=const.SD_SUBFRAME_PADX,
pady=const.SD_SUBFRAME_PADY,
bd=const.SD_SUBFRAME_BD)
self._slo_name = SingleLineOutputF(
parent=self._f_subtitle,
description_width=const.SD_DESCRIPTION_WIDTH,
font=const.SD_FONT,
description=const.SD_NAME_TEXT,
output_text=const.SD_INITIAL_NAME_TEXT)
self._mo_description = MultilineOutputF(
parent=self._f_subtitle,
user_instruction=const.SD_DESCRIPTION_TEXT,
)
def _place_widgets(self):
self._lbl_title.pack(side='top', fill='both', expand=True)
self._f_subtitle.pack(side='top', fill='both', expand=True)
self._slo_name.pack(side='top', fill='both', expand=True)
self._mo_description.pack(side='top', fill='both', expand=True)
#########################################################################
# Public methods
def create_and_place_elements(self):
"""
- Creates and places the widgets.
"""
self._create_widgets()
self._place_widgets()
def update_output_text(self, name: str, description: str):
"""
- Updates the name and the description.
:param name: Name.
:param description: Description text.
"""
self._slo_name.update_output(name)
self._mo_description.set_output_text(output_text=description)
def enable(self):
""" Enables all the widgets."""
self._lbl_title.config(state='normal')
self._mo_description.enable()
self._slo_name.enable()
def disable(self):
""" Disables all the widgets."""
self._slo_name.disable()
self._mo_description.disable()
self._lbl_title.config(state='disabled')
class TestSessOverallResultsOutputF(tk.Frame):
"""
- Use to display overall results for a test session.
"""
def __init__(self, parent, disabled=False):
"""
:param parent: Parent.
:param disabled: - Default: False;
- If True all the widgets will be disabled.
"""
tk.Frame.__init__(self,
parent,
relief=const.TSOR_FRAME_RELIEF,
padx=const.TSOR_FRAME_PADX,
pady=const.TSOR_FRAME_PADY,
bd=const.TSOR_FRAME_BD)
self._slo_identifiers_classes = []
self._create_widgets()
self._place_widgets()
if disabled:
self.disable()
#########################################################################
# Widget handling
def _create_widgets(self):
self._lbl_title = tk.Label(
self,
font=const.TSOR_TITLE_FONT,
text=const.TSOR_TITLE_TEXT,
padx=const.TSOR_TITLE_PADX,
pady=const.TSOR_TITLE_PADY,
)
self._f_results = tk.Frame(self,
relief=const.TSOR_SUBFRAME_RELIEF,
padx=const.TSOR_SUBFRAME_PADX,
pady=const.TSOR_SUBFRAME_PADY,
bd=const.TSOR_SUBFRAME_BD)
self._slo_subtitle = SingleLineOutputF(
parent=self,
description_width=28,
font=const.TSOR_SUBTITLE_FONT,
description=const.TSOR_SUBTITLE_EVAL_METHOD_TEXT,
output_text=const.TSOR_SUBTITLE_RESULT_TEXT)
self._slo_precision = SingleLineOutputF(
parent=self._f_results,
description_width=26,
font=const.TSOR_FONT,
description=const.TSOR_PRECISION_TEXT,
output_text=const.TSOR_PRECISION_INITIAL_TEXT)
self._slo_recall = SingleLineOutputF(
parent=self._f_results,
description_width=26,
font=const.TSOR_FONT,
description=const.TSOR_RECALL_TEXT,
output_text=const.TSOR_RECALL_INITIAL_TEXT)
self._slo_f_measure = SingleLineOutputF(
parent=self._f_results,
description_width=26,
font=const.TSOR_FONT,
description=const.TSOR_F_MEASURE_TEXT,
output_text=const.TSOR_F_MEASURE_INITIAL_TEXT)
def _place_widgets(self):
self._lbl_title.pack(side='top', fill='both', expand=True)
self._slo_subtitle.pack(side='top', fill='both', expand=True)
self._slo_precision.pack(side='top', fill='both', expand=True)
self._slo_recall.pack(side='top', fill='both', expand=True)
self._slo_f_measure.pack(side='top', fill='both', expand=True)
self._f_results.pack(side='top', fill='both', expand=True)
#########################################################################
# Public methods
def update_results(self, overall_results: TestSessOverallResults):
"""
- Updates the results.
:param overall_results: Overall test session results.
"""
if overall_results.is_valid():
self._slo_precision.update_output(output_text='%.2f' %
overall_results.precision)
self._slo_recall.update_output(output_text='%.2f' %
overall_results.recall)
self._slo_f_measure.update_output(output_text='%.2f' %
overall_results.f_measure)
else:
raise ValueError('Overall results are not valid:\n\n' +
str(overall_results))
def enable(self):
""" Enables all the widgets."""
self._lbl_title.config(state='normal')
self._slo_precision.enable()
self._slo_f_measure.enable()
self._slo_subtitle.enable()
self._slo_recall.enable()
for item in self._slo_identifiers_classes:
item.enable()
def disable(self):
""" Disables all the widgets."""
self._slo_recall.disable()
self._slo_subtitle.disable()
self._slo_f_measure.disable()
self._slo_precision.disable()
self._lbl_title.config(state='disabled')