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