def get_partition_filename(config, gz=True):
fields = [
'data_file', 'data_index', 'segment_size', 'segment_stride',
'window_size', 'window_stride'
]
return get_filename(config, fields, "Partition", gz)
def get_distances_filename(config, gz=True):
fields = ['data_file', 'data_index', 'segment_size',
'segment_stride', 'window_size', 'window_stride',
'max_simplices', 'persistence_epsilon']
if config.post_process != None :
fields.extend(['post_process', 'post_process_arg'])
return get_filename(config, fields, "Distances", gz)
def get_learning_filename(config, gz=True):
fields = ['data_file', 'data_index', 'segment_size',
'segment_stride', 'window_size', 'window_stride',
'max_simplices', 'persistence_epsilon',
'kernel_scale', 'kernel_gamma', 'learning_C']
if config.post_process != None :
fields.extend(['post_process', 'post_process_arg'])
return get_filename(config, fields, "Learning", gz)
def get_learning_filename(config, gz=True) :
fields = ['data_file', 'data_index', 'segment_size', 'segment_stride', 'window_size', 'window_stride', 'learning_C']
if config.post_process != None :
fields.extend(['post_process', 'post_process_arg'])
if config.status == 'RBFKernel' :
fields.append('kernel_gamma')
elif config.status == 'PersistenceKernel' :
fields.append('max_simplices')
fields.append('kernel_scale')
return get_filename(config, fields, (config.status + 'Learning') if config.status != None else 'KernelLearning', gz)
def get_learning_filename(config, gz=True):
fields = [
'data_file', 'data_index', 'segment_size', 'segment_stride',
'window_size', 'window_stride', 'learning_C'
]
if config.post_process != None:
fields.extend(['post_process', 'post_process_arg'])
if config.status == 'RBFKernel':
fields.append('kernel_gamma')
elif config.status == 'PersistenceKernel':
fields.append('max_simplices')
fields.append('kernel_scale')
return get_filename(
config, fields,
(config.status +
'Learning') if config.status != None else 'KernelLearning', gz)
if status != None :
in_obj.config.status = status
if "Segments" in file_class or \
"Post" in file_class :
out_file = module_class.get_segment_filename(in_obj.config, gz=False)
elif "Features" in file_class :
out_file = module_class.get_features_filename(in_obj.config, gz=False)
elif "PersistenceDiagrams" in file_class :
out_file = module_class.get_persistence_diagrams_filename(in_obj.config, gz=False)
elif "Partition" in file_class :
out_file = module_class.get_partition_filename(in_obj.config, gz=False)
elif "Learning" in file_class :
out_file = module_class.get_learning_filename(in_obj.config, gz=False)
elif "Distances" in file_class or \
"ScaleSpaceSimilarity" in file_class :
out_file = module_class.get_distances_filename(in_obj.config, gz=False)
elif "AverageKernel" in file_class :
out_file = get_filename(in_obj.config,
['max_simplices', 'persistence_epsilon',
'segment_filename', 'segment_stride', 'segment_size',
'window_size', 'window_stride',
'kernel_scale', 'kernel_gamma', 'invariant_epsilon',
'data_file', 'data_index', 'label_index', 'persistence_degree',
'data_type', 'post_process', 'post_process_arg'], "AverageKernel")
elif "Kernel" in file_class :
out_file = module_class.get_kernel_filename(in_obj.config, gz=False)
elif "CrossValidation" in file_class :
out_file = module_class.get_cross_validation_filename(in_obj.config, gz=False)
print "Writing %s" % (out_file,)
save_data(out_file, in_obj.toJSONDict())
if "Segments" in file_class or \
"Post" in file_class :
out_file = module_class.get_segment_filename(in_obj.config, gz=False)
elif "Features" in file_class:
out_file = module_class.get_features_filename(in_obj.config, gz=False)
elif "PersistenceDiagrams" in file_class:
out_file = module_class.get_persistence_diagrams_filename(
in_obj.config, gz=False)
elif "Partition" in file_class:
out_file = module_class.get_partition_filename(in_obj.config, gz=False)
elif "Learning" in file_class:
out_file = module_class.get_learning_filename(in_obj.config, gz=False)
elif "Distances" in file_class or \
"ScaleSpaceSimilarity" in file_class :
out_file = module_class.get_distances_filename(in_obj.config, gz=False)
elif "AverageKernel" in file_class:
out_file = get_filename(in_obj.config, [
'max_simplices', 'persistence_epsilon', 'segment_filename',
'segment_stride', 'segment_size', 'window_size', 'window_stride',
'kernel_scale', 'kernel_gamma', 'invariant_epsilon', 'data_file',
'data_index', 'label_index', 'persistence_degree', 'data_type',
'post_process', 'post_process_arg'
], "AverageKernel")
elif "Kernel" in file_class:
out_file = module_class.get_kernel_filename(in_obj.config, gz=False)
elif "CrossValidation" in file_class:
out_file = module_class.get_cross_validation_filename(in_obj.config,
gz=False)
print "Writing %s" % (out_file, )
save_data(out_file, in_obj.toJSONDict())
def get_cross_validation_filename(config, gz=False):
fields = Configuration.fields
return get_filename(config, fields, 'CrossValidation', gz)
def get_partition_filename(config, gz=True):
fields = ['data_file', 'data_index', 'segment_size',
'segment_stride', 'window_size', 'window_stride']
return get_filename(config, fields, "Partition", gz)