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HISTORY.md

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+# HISTORY
+
+## 1.0.0 (2023-02-24)
+
+* Initial Commit

data_inconsistent_check.py

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+
+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.")