def to_string(self, ui=None, indent=0):
"""Get container information in a string
Parameters
----------
ui : FancyStringifier or FancyHTMLStringifier
Stringifier class
Default value FancyStringifier
indent : int
Amount of indent
Default value 0
Returns
-------
str
"""
if ui is None:
ui = FancyStringifier()
output = ''
output += ui.class_name(self.__class__.__name__, indent=indent) + '\n'
if hasattr(self, 'filename') and self.filename:
output += ui.data(
field='filename', value=self.filename, indent=indent) + '\n'
return output
def to_string(self, ui=None, indent=0):
"""Get information in a string
Parameters
----------
ui : FancyStringifier or FancyHTMLStringifier
Stringifier class
Default value FancyStringifier
indent : int
Amount of indent
Default value 0
Returns
-------
str
"""
if ui is None:
ui = FancyStringifier()
output = ''
output += ui.class_name(self.__class__.__name__, indent=indent) + '\n'
output += ui.data(field='Best model weights at epoch', value=self.best_model_epoch, indent=indent) + '\n'
output += ui.data(field='Metric type', value=self.monitor, indent=indent+2) + '\n'
output += ui.data(field='Metric value', value=self.best, indent=indent+2) + '\n'
output += ui.line()
return output
def to_string(self, ui=None, indent=0):
"""Get container information in a string
Parameters
----------
ui : FancyStringifier or FancyHTMLStringifier
Stringifier class
Default value FancyStringifier
indent : int
Amount of indent
Default value 0
Returns
-------
str
"""
if ui is None:
ui = FancyStringifier()
output = ''
output += ui.class_name(self.__class__.__name__, indent=indent) + '\n'
if hasattr(self, 'filename') and self.filename:
output += ui.data(field='filename', value=self.filename) + '\n'
for item_id, item in enumerate(self):
output += ui.line(field='[' + str(item_id) + ']', indent=indent) + '\n'
output += DictContainer(item).to_string(ui=ui, indent=indent + 1) + '\n'
return output
def to_string(self, ui=None, indent=0):
"""Get container information in a string
Parameters
----------
ui : FancyStringifier or FancyHTMLStringifier
Stringifier class
Default value FancyStringifier
indent : int
Amount of indention used
Default value 0
Returns
-------
str
"""
if ui is None:
ui = FancyStringifier()
output = ''
output += ui.class_name(self.__class__.__name__, indent=indent) + '\n'
output += ui.data(field='Content type',
value=self.content_type,
indent=indent) + '\n'
output += ui.line(field='Local', indent=indent) + '\n'
output += ui.data(
indent=indent + 2, field='filename', value=self.filename) + '\n'
output += ui.data(
indent=indent + 2, field='local_md5', value=self.local_md5) + '\n'
output += ui.data(indent=indent + 2,
field='Exists',
value='Yes' if self.local_exists() else 'No') + '\n'
output += ui.data(indent=indent + 2,
field='Size',
value=self.local_size_string()) + '\n'
if self._remote_file is not None:
output += ui.line(field='Remote', indent=indent) + '\n'
output += ui.data(indent=indent + 2,
field='remote_file',
value=self.remote_file) + '\n'
output += ui.data(indent=indent + 2,
field='remote_md5',
value=self.remote_md5) + '\n'
output += ui.data(
indent=indent + 2,
field='Exists',
value='Yes' if self.remote_exists() else 'No') + '\n'
output += ui.data(indent=indent + 2,
field='Size',
value=self.remote_size_string()) + '\n'
return output
def to_string(self, ui=None, indent=0):
"""Get container information in a string
Parameters
----------
ui : FancyStringifier or FancyHTMLStringifier
Stringifier class
Default value FancyStringifier
indent : int
Amount of indention used
Default value 0
Returns
-------
str
"""
if ui is None:
ui = FancyStringifier()
output = ''
output += ui.class_name(self.__class__.__name__, indent=indent) + '\n'
if hasattr(self, 'filename') and self.filename:
output += ui.data(
field='filename', value=self.filename, indent=indent) + '\n'
if self._file_info is None:
self.get_info()
output += ui.line('Size', indent=indent) + '\n'
output += ui.data(field='Uncompressed',
value=get_byte_string(self._size_uncompressed),
indent=indent + 2) + '\n'
if self.format == FileFormat.ZIP:
output += ui.data(field='Compressed',
value=get_byte_string(self._size_compressed),
indent=indent + 2) + '\n'
output += ui.data(field='Ratio',
value=self._size_compressed /
float(self._size_uncompressed) * 100,
unit='%',
indent=indent + 2) + '\n'
output += ui.line('Files', indent=indent) + '\n'
output += ui.data(field='Count',
value=len(self._file_info),
indent=indent + 2) + '\n'
return output
def __str__(self):
ui = FancyStringifier()
output = ''
output += ui.class_name(self.__class__.__name__) + '\n'
output += ui.data(
indent=2, field='Batch size', value=self.batch_size) + '\n'
output += ui.data(
indent=2, field='Epoch size', value=len(self),
unit='batches') + '\n'
shape = self.data_shape
axis = self.data_axis
output += ui.data(field='Data item shape', value=shape) + '\n'
output += ui.data(
indent=4, field='Time', value=shape[axis['time_axis']]) + '\n'
output += ui.data(
indent=4, field='Data', value=shape[axis['data_axis']]) + '\n'
if 'sequence_axis' in axis:
output += ui.data(indent=4,
field='Sequence',
value=shape[axis['sequence_axis']]) + '\n'
output += ui.data(indent=4, field='Axis', value=axis) + '\n'
if self.buffer_size is not None:
output += ui.line(field='Buffer') + '\n'
output += ui.data(indent=4,
field='buffer_size',
value=self.buffer_size,
unit='items') + '\n'
output += ui.data(indent=4,
field='buffer usage',
value=self.data_buffer.count,
unit='items') + '\n'
output += ui.data(
indent=4,
field='buffer usage',
value=(self.data_buffer.count / float(self.buffer_size)) *
100,
unit='%') + '\n'
return output
def __str__(self):
ui = FancyStringifier()
output = ui.class_name(self.__class__.__name__) + '\n'
output += ui.line(field='Meta') + '\n'
if self.filename:
output += ui.data(indent=4, field='filename',
value=self.filename) + '\n'
if self.label:
output += ui.data(indent=4, field='label', value=self.label) + '\n'
if self.probability is not None:
output += ui.data(
indent=4, field='probability', value=self.probability) + '\n'
output += ui.line(field='Item') + '\n'
output += ui.data(indent=4, field='id', value=self.id) + '\n'
return output
def to_string(self, ui=None, indent=0):
"""Get container information in a string
Parameters
----------
ui : FancyStringifier or FancyHTMLStringifier
Stringifier class
Default value FancyStringifier
indent : int
Amount of indent
Default value 0
Returns
-------
str
"""
if ui is None:
ui = FancyStringifier()
output = ''
output += ui.class_name(self.__class__.__name__, indent=indent) + '\n'
output += ui.line(field='Meta', indent=indent) + '\n'
if self.filename:
output += ui.data(indent=indent + 2,
field='filename',
value=self.filename) + '\n'
if self.label:
output += ui.data(
indent=indent + 2, field='label', value=self.label) + '\n'
if self.probability is not None:
output += ui.data(indent=indent + 2,
field='probability',
value=self.probability) + '\n'
output += ui.line(field='Item', indent=indent) + '\n'
output += ui.data(indent=indent + 2, field='id', value=self.id) + '\n'
return output
def to_string(self, ui=None, indent=0):
"""Get container information in a string
Parameters
----------
ui : FancyStringifier or FancyHTMLStringifier
Stringifier class
Default value FancyStringifier
indent : int
Amount of indention used
Default value 0
Returns
-------
str
"""
if ui is None:
ui = FancyStringifier()
output = ''
output += ui.class_name(self.__class__.__name__,
indent=indent) + '\n'
output += ui.data(indent=indent,
field='Batch size',
value=self.batch_size) + '\n'
output += ui.data(indent=indent,
field='Epoch size',
value=len(self),
unit='batches') + '\n'
shape = self.data_shape
axis = self.data_axis
output += ui.data(
field='Data item shape', value=shape, indent=indent) + '\n'
output += ui.data(indent=indent + 2,
field='Time',
value=shape[axis['time_axis']]) + '\n'
output += ui.data(indent=indent + 2,
field='Data',
value=shape[axis['data_axis']]) + '\n'
if 'sequence_axis' in axis:
output += ui.data(indent=indent + 2,
field='Sequence',
value=shape[axis['sequence_axis']]) + '\n'
output += ui.data(indent=indent + 2, field='Axis',
value=axis) + '\n'
if self.buffer_size is not None:
output += ui.line(field='Buffer', indent=indent) + '\n'
output += ui.data(indent=indent + 2,
field='buffer_size',
value=self.buffer_size,
unit='items') + '\n'
output += ui.data(indent=indent + 2,
field='buffer usage',
value=self.data_buffer.count,
unit='items') + '\n'
output += ui.data(
indent=indent + 2,
field='buffer usage',
value=(self.data_buffer.count / float(self.buffer_size)) *
100,
unit='%') + '\n'
return output
