Files
cvpr_2023/data/utils.py
T
2023-08-24 11:36:22 +00:00

52 lines
1.9 KiB
Python

import tables as tb
class Frame:
def __init__(self, id: str ='', frame_nr: int= 0, garment: str='', frame = None, frame_str: str = ''):
if frame is not None:
self.id: str = frame.id
self.frame_nr: int = frame.frame_nr
self.garment: str = frame.garment
assert id == '' and frame_nr == 0 and garment == '' and frame_str == ''
elif frame_str != '':
if ' ' in frame_str:
self.id: str = frame_str.split()[0]
self.frame_nr: int = int(frame_str.split()[1])
self.garment: str = frame_str.split()[2]
else:
self.id: str = frame_str.split('_')[0]
self.frame_nr: int = int(frame_str.split('_')[1])
self.garment: str = frame_str.split('_')[2]
assert id == '' and frame_nr == 0 and garment == '' and frame is None
else:
self.id: str = id
self.frame_nr: int = frame_nr
self.garment: str = garment
def __hash__(self):
return hash((self.id, self.frame_nr, self.garment))
def __eq__(self, other):
return (self.id, self.frame_nr, self.garment) == (other.id, other.frame_nr, self.garment)
def __str__(self):
return f'{self.id}_{self.frame_nr}_{self.garment}'
def save_to_h5file(h5file, id, frame_nr, garment, data, name, type):
filters = tb.Filters(complevel=9, complib='blosc2')
group = h5file.get_node(f'/{id}/{frame_nr}/{garment}')
if type == 'float32':
atom = tb.Float32Atom()
elif type == 'uint8':
atom = tb.UInt8Atom()
elif type == 'bool':
atom = tb.BoolAtom()
else:
raise Exception('Unknown type')
if f'{name}' in group:
array = h5file.get_node(f'/{id}/{frame_nr}/{garment}/{name}')
array[:] = data
else:
carray = h5file.create_carray(group, name, atom=atom, shape=data.shape, filters=filters)
carray[:] = data