#!/usr/bin/env python3 import argparse import os import random import sys if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument("paths", nargs="+", type=str, help="Input CoNLL-U files") parser.add_argument("--ratio", default=0.95, type=float, help="Train/dev ratio") parser.add_argument("--train", default=None, type=str, help="Train file to append to") parser.add_argument("--dev", default=None, type=str, help="Dev file to append to") parser.add_argument("--seed", default=42, type=int, help="Random seed") args = parser.parse_args() train, dev = [], [] for path in args.paths: print("Loading {}".format(path), file=sys.stderr) with open(path, "r", encoding="utf-8") as input_file: blocks, block = [], [] header = "# newdoc id = {}\n".format(os.path.basename(path)) for line in input_file: if line.startswith("# variant "): continue block.append(line) if not line.rstrip("\n"): block = "".join(block) if "greek.expression" not in block: blocks.append(block) block = [] assert not block random.Random(args.seed).shuffle(blocks) train.extend([header] + blocks[:int(args.ratio * len(blocks))]) if args.ratio < 1: dev.extend([header] + blocks[int(args.ratio * len(blocks)):]) for path, blocks in [(args.train, train), (args.dev, dev)]: if not blocks: continue with open(path, "a", encoding="utf-8") as output_file: print("".join(blocks), end="", file=output_file)