trw.reporting.export

Module Contents

Functions

as_rgb_image(value)

Try interpreting the value as an image. (e.g., 2D, RGB) and return a RGB image

as_image_ui8(image, min_value=None, max_value=None)

Rescale the image to fit in [0..255] range.

export_image(image, path)

Export an image

export_as_image(batch, feature_name, name, sample_id, export_root, feature_attributes)

export_as_npy(batch, feature_name, name, sample_id, export_root, feature_attributes)

export_as_text(batch, feature_name, name, sample_id, export_root, feature_attributes)

convert_tuple_to_list(batch, feature_name, name, sample_id, export_root, feature_attributes)

export_sample(export_root, table_stream, base_name, batch, sample_ids=None, export_fns=[convert_tuple_to_list, export_as_image, export_as_npy, export_as_text], name_expansions=['epoch', 'batch', 'split', 'dataset'])

Export samples to a SQL database with large binary objects on he local drive
trw.reporting.export.as_rgb_image(value)

Try interpreting the value as an image. (e.g., 2D, RGB) and return a RGB image :param value: an array of shape (y, x), (1, y, x), (3, y, x) :return: return a (3, y, x) array

trw.reporting.export.as_image_ui8(image, min_value=None, max_value=None)

Rescale the image to fit in [0..255] range.

Image min will be mapped to 0 and max to 255. Values in this range are interpolated :param image: a RGB float image :return: a RGB unsigned char image

trw.reporting.export.export_image(image, path)

Export an image

Parameters

  • image – a RGB image (float or ui8) with format (channels, height, width)

  • path – where to write the image

Returns

trw.reporting.export.export_as_image(batch, feature_name, name, sample_id, export_root, feature_attributes)
trw.reporting.export.export_as_npy(batch, feature_name, name, sample_id, export_root, feature_attributes)
trw.reporting.export.export_as_text(batch, feature_name, name, sample_id, export_root, feature_attributes)
trw.reporting.export.convert_tuple_to_list(batch, feature_name, name, sample_id, export_root, feature_attributes)
trw.reporting.export.export_sample(export_root, table_stream, base_name, batch, sample_ids=None, export_fns=[convert_tuple_to_list, export_as_image, export_as_npy, export_as_text], name_expansions=['epoch', 'batch', 'split', 'dataset'])

Export samples to a SQL database with large binary objects on he local drive with the following schema:

{export_root}/{table_stream.table_name}/{base_name}_{**name_expansions}

Parameters

  • export_root – the root from which the data will be exported relatively

  • table_stream – the SQL table where the data will be stored

  • base_name – the basename for the features to be exported on the local drive

  • batch – a key/value store

  • sample_ids – the index of the samples to be exported

  • export_fns – functions to be run to special features such as images, large numpy arrays

  • name_expansions – if the name is present in the batch, the sample name to be exported on the drive will be expanded ``base_name``_{name_expansion}_{batch[name_expansion]}.The purpose is to make sure the name is unique