""" @author: louisblankemeier """ import os import shutil import sys import time import traceback from datetime import datetime from pathlib import Path from comp2comp.io import io_utils def process_2d(args, pipeline_builder): output_dir = Path( os.path.join( os.path.dirname(os.path.abspath(__file__)), "../../outputs", datetime.now().strftime("%Y-%m-%d_%H-%M-%S"), ) ) if not os.path.exists(output_dir): output_dir.mkdir(parents=True) model_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)), "../../models") if not os.path.exists(model_dir): os.mkdir(model_dir) pipeline = pipeline_builder(args) pipeline(output_dir=output_dir, model_dir=model_dir) def process_3d(args, pipeline_builder): model_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)), "../../models") if not os.path.exists(model_dir): os.mkdir(model_dir) if args.output_path is not None: output_path = Path(args.output_path) else: output_path = os.path.join( os.path.dirname(os.path.abspath(__file__)), "../../outputs" ) if not args.overwrite_outputs: date_time = datetime.now().strftime("%Y-%m-%d_%H-%M-%S") output_path = os.path.join(output_path, date_time) for path, num in io_utils.get_dicom_or_nifti_paths_and_num(args.input_path): try: st = time.time() if path.endswith(".nii") or path.endswith(".nii.gz"): print("Processing: ", path) else: print("Processing: ", path, " with ", num, " slices") min_slices = 30 if num < min_slices: print(f"Number of slices is less than {min_slices}, skipping\n") continue print("") try: sys.stdout.flush() except Exception: pass if path.endswith(".nii") or path.endswith(".nii.gz"): folder_name = Path(os.path.basename(os.path.normpath(path))) # remove .nii or .nii.gz folder_name = os.path.normpath( Path(str(folder_name).replace(".gz", "").replace(".nii", "")) ) output_dir = Path( os.path.join( output_path, folder_name, ) ) else: output_dir = Path( os.path.join( output_path, Path(os.path.basename(os.path.normpath(args.input_path))), os.path.relpath( os.path.normpath(path), os.path.normpath(args.input_path) ), ) ) if not os.path.exists(output_dir): output_dir.mkdir(parents=True) pipeline = pipeline_builder(path, args) pipeline(output_dir=output_dir, model_dir=model_dir) if not args.save_segmentations: # remove the segmentations folder segmentations_dir = os.path.join(output_dir, "segmentations") if os.path.exists(segmentations_dir): shutil.rmtree(segmentations_dir) print(f"Finished processing {path} in {time.time() - st:.1f} seconds\n") except Exception: print(f"ERROR PROCESSING {path}\n") traceback.print_exc() if os.path.exists(output_dir): shutil.rmtree(output_dir) # remove parent folder if empty if len(os.listdir(os.path.dirname(output_dir))) == 0: shutil.rmtree(os.path.dirname(output_dir)) continue