from pathlib import Path from fvcore.common.registry import Registry PROCESSOR_REGISTRY = Registry("Processor") class ProcessorBase: def __init__(self, cfg): self.data_root = Path(cfg.data_root) self.save_root = Path(cfg.save_root) if cfg.get('save_root', None) else self.data_root.parent / 'scan_data' self.num_workers = cfg.num_workers self.inst2label_path = self.save_root / 'scan_data' / 'instance_id_to_label' self.pcd_path = self.save_root / 'scan_data' / 'pcd_with_global_alignment' self.segm_path = self.save_root / 'scan_data' / 'segm' self.obj_path = self.save_root / 'scan_data' / 'obj' self.sp_path = self.save_root / 'scan_data' / 'super_points' self.output = cfg.output self.setup_directories() def setup_directories(self): if self.check_key(self.output.pcd): self.inst2label_path.mkdir(parents=True, exist_ok=True) self.pcd_path.mkdir(parents=True, exist_ok=True) def log_starting_info(self, scan_len, e=''): print('='*50) print(f'Preprocessing in {self.__class__.__name__} with {scan_len} scans') o = [str(i) for i in self.output if i] assert len(o) > 0, 'Please specify at least one output type' print(f"Output: {', '.join(o)}") if len(e) > 0: print(e) print('='*50) @staticmethod def check_key(key): exist = key is not None if not exist: return False if isinstance(key, bool): enabled = key elif isinstance(key, dict): enabled = key.get('enabled', True) elif hasattr(key, 'enabled'): enabled = key.get('enabled') else: enabled = True return enabled