Download CADFusion/src/data_preprocessing/convert.py from kshdes37/cadspace: direct link, hf CLI and curl.
- Browser
- Download file 3.85 kB
-
https://huggingface.co/spaces/kshdes37/cadspace/resolve/main/CADFusion/src/data_preprocessing/convert.py
- Command line
-
hf download hf://spaces/kshdes37/cadspace/CADFusion/src/data_preprocessing/convert.py
-
curl -L -o convert.py https://huggingface.co/spaces/kshdes37/cadspace/resolve/main/CADFusion/src/data_preprocessing/convert.py
3.85 kB
| import pickle | |
| import argparse | |
| import json | |
| # hyperparameters from SkexGen project | |
| SKETCH_R = 1 | |
| RADIUS_R = 1 | |
| EXTRUDE_R = 1.0 | |
| SCALE_R = 1.4 | |
| OFFSET_R = 0.9 | |
| PIX_PAD = 4 | |
| CMD_PAD = 3 | |
| COORD_PAD = 4 | |
| EXT_PAD = 1 | |
| EXTRA_PAD = 1 | |
| R_PAD = 2 | |
| def create_curve_str(se_xy, se_cmd): | |
| curve_str = "" | |
| xy_offset = 0 | |
| if se_cmd == 0: # line | |
| curve_str = " line," + ",".join(str(x) for x in se_xy[0]) | |
| xy_offset = 2 | |
| elif se_cmd == 1: # arc | |
| curve_str = " arc," + ",".join(str(x) for x in se_xy[0:2].flatten()) | |
| xy_offset = 3 | |
| elif se_cmd == 2: # circle | |
| curve_str = " circle," + ",".join(str(x) for x in se_xy[0:4].flatten()) | |
| xy_offset = 5 | |
| curve_str += " <curve_end>" | |
| return curve_str, xy_offset | |
| def create_sketch_str(se_xy, se_cmd): | |
| sketch_str = "" | |
| len_xy, len_cmd = len(se_xy), len(se_cmd) | |
| xy_idx = 0 | |
| for cmd_item in se_cmd: # for each command | |
| if 0 <= cmd_item <= 2: # curve | |
| curve_str, xy_offset = create_curve_str(se_xy[xy_idx:], cmd_item) | |
| sketch_str += curve_str | |
| xy_idx += xy_offset | |
| elif cmd_item == -1: # loop | |
| sketch_str += " <loop_end>" | |
| xy_idx += 1 | |
| elif cmd_item == -2: # face | |
| sketch_str += " <face_end>" | |
| xy_idx += 1 | |
| elif cmd_item == -3: # sketch | |
| sketch_str += " <sketch_end>" | |
| xy_idx += 1 | |
| else: | |
| raise ValueError("Invalid command: " + str(cmd_item)) | |
| if xy_idx != len_xy: | |
| raise ValueError("xy_idx != len_xy") | |
| return sketch_str | |
| def create_extrude_str(se_ext): | |
| extrude_str = "" | |
| # extrude operation | |
| if se_ext[14] == 1: | |
| extrude_str += "add" | |
| elif se_ext[14] == 2: | |
| extrude_str += "cut" | |
| elif se_ext[14] == 3: | |
| extrude_str += "intersect" | |
| else: | |
| raise ValueError("Invalid extrude operation: " + str(se_ext[14])) | |
| # other extrude parameters | |
| extrude_str = ( | |
| extrude_str + "," + ",".join(str(x - EXT_PAD) for x in se_ext[0:5]) | |
| ) # ext_v, ext_T | |
| extrude_str = ( | |
| extrude_str + "," + ",".join(str(x - R_PAD) for x in se_ext[5:14]) | |
| ) # ext_R | |
| extrude_str = ( | |
| extrude_str + "," + ",".join(str(x - EXT_PAD) for x in se_ext[15:18]) | |
| ) # scale, offset | |
| # extrude end | |
| extrude_str += " <extrude_end>" | |
| return extrude_str | |
| def convert(in_path, out_path): | |
| with open(in_path, "rb") as f: | |
| data = pickle.load(f) | |
| print("Data loaded: " + str(len(data)) + " samples") | |
| results = [] | |
| for item in data: # for each data | |
| se_str = "" | |
| num_se = item["num_se"] | |
| for se_idx in range(num_se): # for each sketch-extrude | |
| xy, cmd, ext = ( | |
| item["se_xy"][se_idx] - COORD_PAD, | |
| item["se_cmd"][se_idx] - CMD_PAD, | |
| item["se_ext"][se_idx], | |
| ) | |
| se_str = se_str + " " + create_sketch_str(xy, cmd).strip() | |
| se_str = se_str + " " + create_extrude_str(ext).strip() | |
| results.append(se_str.strip()) | |
| # with open(out_path, "wb") as f: | |
| # pickle.dump(results, f) | |
| # print("Data converted: " + str(len(results)) + " samples") | |
| with open(out_path, "w") as f: | |
| json.dump(results, f, indent=4) | |
| print("Data converted: " + str(len(results)) + " samples") | |
| # with open(out_path, "w") as f: # Open in text mode | |
| # for result in results: | |
| # f.write(result + "\n") | |
| if __name__ == "__main__": | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument("--in-path", type=str, required=True) | |
| parser.add_argument("--out-path", type=str, required=True) | |
| args = parser.parse_args() | |
| convert(args.in_path, args.out_path) |