class PunctuationRule: def __init__(self, punctuation_marks=[":", ",", "\"", "%", "."]): self.name = "Punctuation Rule" self.punctuation_marks = punctuation_marks def check(self, token, tag) -> bool: if token in self.punctuation_marks and tag != "B-W": return False return True if __name__ == "__main__": Rules = [PunctuationRule()] with open('data/large/train.txt', 'r', encoding='utf-8') as file: data = file.read() lines = [line.split() for line in data.strip().split('\n')] print(len(lines)) # Lists to capture inconsistencies inconsistencies = [] violations = [] # Iterate through tokens and tags for line_index, line in enumerate(lines): if len(line) != 2: continue token, tag = line for rule in Rules: if not rule.check(token, tag): violations.append((token, tag, line_index+1)) # Print violations if violations: print("Các dấu không tuân thủ rule:") for token, tag, line_number in violations: print(f"Line {line_number}: Dấu {token} | Nhãn {tag}") print(f"\nTổng số lần sai: {len(violations)}") else: print("Tất cả các dấu tuân thủ rule.")