def to_libpressio(x):
op = None
if isinstance(value, np.ndarray):
value_lp = pressio.io_data_from_numpy(value)
op = pressio.option_new_data(value_lp)
pressio.data_free(value_lp)
elif isinstance(value, list):
if value:
# list is non-empty
if isinstance(value[0], str):
op = pressio.option_new_strings(
pressio.vector_string([i.encode() for i in value]))
elif isinstance(value[0], int) or isinstance(value[0], float):
arr = np.array(value)
lp = pressio.io_data_from_numpy(arr)
op = pressio.option_new_data(lp)
pressio.data_free(lp)
else:
raise TypeError("unexpected list type: " + value)
else:
# list is empty
op = pressio.option_new_strings(pressio.vector_string())
elif isinstance(value, float):
op = pressio.option_new_double(value)
elif isinstance(value, str):
op = pressio.option_new_string(value.encode())
elif isinstance(value, bytes):
op = pressio.option_new_string(value)
elif isinstance(value, int):
op = pressio.option_new_integer64(value)
else:
raise TypeError("Unsupported type " + str(type(value)))
return op
def __init__(self, ids, early_config, metrics_config, name):
try:
config_lp = None
library = pressio.instance()
metrics_ids = pressio.vector_string([i.encode() for i in ids])
self._metric = pressio.new_metrics(library, metrics_ids)
self._metric_id = "composite"
if not self._metric:
raise PressioException.from_library(library)
if name is not None:
pressio.metrics_set_name(self._metric, name.encode())
early_config_lp = _python_to_pressio(early_config)
pressio.metrics_set_options(self._metric, early_config_lp)
pressio.options_free(early_config_lp)
config_lp_template = pressio.metrics_get_options(self._metric)
config_lp = _python_to_pressio(metrics_config, config_lp_template)
pressio.metrics_set_options(self._metric, config_lp)
finally:
pressio.release(library)
pressio.options_free(config_lp)
pressio.options_free(config_lp_template)
#DO I CARE ABOUT THIS ANYMORE?
OutputID = re.findall("(\d+)", imgs)
#load images
pix_vals = im.load()
width, height = im.size
#Create Datasets From Image For extrapolation
intArray = []
intArray = createIntArray(pix_vals, width, height)
floatArray = createFloatArray(intArray, width, height)
library = pressio.instance()
compressor = pressio.get_compressor(library, b"sz")
sz_options = pressio.compressor_get_options(compressor)
metric_ids = pressio.vector_string([b'time', b'size'])
metrics = pressio.new_metrics(library, metric_ids)
pressio.options_set_integer(sz_options, b"sz:error_bound_mode", sz.PSNR)
pressio.options_set_double(sz_options, b"sz:psnr_err_bound",
float(sys.argv[1]))
pressio.compressor_check_options(compressor, sz_options)
pressio.compressor_set_options(compressor, sz_options)
pressio.compressor_set_metrics(compressor, metrics)
input_data = pressio.io_data_from_numpy(floatArray)
compressed_data = pressio.data_new_empty(pressio.byte_dtype,
pressio.vector_uint64_t())