Upload convert_dataset.py

convert_dataset.py

@@ -0,0 +1,145 @@
+import json
+import os
+
+def process_standard_structure(data, filename):
+    """
+    מעבד קבצים עם מבנה סטנדרטי (תנ"ך, ש"ס, ירושלמי, משנה).
+    מבנה: קטגוריה -> תת-קטגוריה -> ספרים -> {שם_ספר: {pages: מספר}}
+    """
+    records = []
+    main_category = data.get('name')
+    content_type = data.get('content_type')
+
+    for subcategory in data.get('subcategories', []):
+        subcategory_name = subcategory.get('name')
+        for book_name, book_info in subcategory.get('books', {}).items():
+            record = {
+                "source_file": filename,
+                "main_category": main_category,
+                "subcategory": subcategory_name,
+                "book": book_name,
+                "content_type": content_type,
+                "count": book_info.get('pages')
+            }
+            records.append(record)
+    return records
+
+def process_rambam(data, filename):
+    """
+    מעבד את קובץ הרמב"ם, השומר על החלוקה הפנימית ל'חלקים' (parts).
+    """
+    records = []
+    main_category = data.get('name')
+    content_type = data.get('content_type')
+
+    for subcategory in data.get('subcategories', []):
+        subcategory_name = subcategory.get('name')
+        for book_name, book_info in subcategory.get('books', {}).items():
+            parts = book_info.get('parts', [])
+            # חישוב סך הפרקים מכל החלקים
+            total_chapters = sum(part.get('end', 0) - part.get('start', 0) + 1 for part in parts)
+            
+            record = {
+                "source_file": filename,
+                "main_category": main_category,
+                "subcategory": subcategory_name,
+                "book": book_name,
+                "content_type": content_type,
+                "count": total_chapters,
+                "parts": parts  # שימור המבנה המפורט המקורי
+            }
+            records.append(record)
+    return records
+
+def process_halakha(data, filename):
+    """
+    מעבד את קובץ ההלכה, המכיל מבנים שונים (טור/שו"ע, משנה ברורה).
+    """
+    records = []
+    main_category = data.get('name')
+
+    for subcategory in data.get('subcategories', []):
+        subcategory_name = subcategory.get('name')
+        content_type = subcategory.get('content_type')
+
+        for book_name, book_info in subcategory.get('books', {}).items():
+            record = {
+                "source_file": filename,
+                "main_category": main_category,
+                "subcategory": subcategory_name,
+                "book": book_name,
+                "content_type": content_type
+            }
+
+            # טיפול במבנה של משנה ברורה / ביאור הלכה
+            if 'parts' in book_info:
+                parts = book_info.get('parts', [])
+                # חישוב סך הסימנים מכל החלקים
+                total_simanim = sum(part.get('end', 0) - part.get('start', 0) + 1 for part in parts)
+                record['count'] = total_simanim
+                record['parts'] = parts # שימור המבנה המפורט
+            
+            # טיפול במבנה של טור / שו"ע
+            elif 'pages' in book_info:
+                record['count'] = book_info.get('pages')
+
+            # הוספת החרגות אם קיימות
+            if 'exclude' in book_info:
+                record['excluded_units'] = book_info.get('exclude')
+            
+            records.append(record)
+            
+    return records
+
+
+def main():
+    """
+    פונקציה ראשית שמנהלת את תהליך ההמרה.
+    """
+    # מיפוי שם קובץ לפונקציית העיבוד המתאימה
+    file_processors = {
+        'shas.json': process_standard_structure,
+        'yerushalmi.json': process_standard_structure,
+        'mishna.json': process_standard_structure,
+        'tanach.json': process_standard_structure,
+        'rambam.json': process_rambam,
+        'halakha.json': process_halakha
+    }
+
+    all_records = []
+    input_files = list(file_processors.keys())
+
+    for filename in input_files:
+        if not os.path.exists(filename):
+            print(f"Warning: File '{filename}' not found. Skipping.")
+            continue
+        
+        try:
+            with open(filename, 'r', encoding='utf-8') as f:
+                data = json.load(f)
+            
+            processor_func = file_processors[filename]
+            records = processor_func(data, filename)
+            all_records.extend(records)
+            print(f"Processed '{filename}', added {len(records)} records.")
+
+        except json.JSONDecodeError:
+            print(f"Error: Could not decode JSON from '{filename}'.")
+        except Exception as e:
+            print(f"An unexpected error occurred while processing '{filename}': {e}")
+
+    output_filename = 'judaic_texts_dataset.jsonl'
+    try:
+        with open(output_filename, 'w', encoding='utf-8') as f_out:
+            for record in all_records:
+                # שימוש ב-ensure_ascii=False כדי לשמור על עברית תקינה
+                f_out.write(json.dumps(record, ensure_ascii=False) + '\n')
+        
+        print(f"\nSuccessfully created dataset file: '{output_filename}' with {len(all_records)} total records.")
+
+    except Exception as e:
+        print(f"An error occurred while writing the output file: {e}")
+
+
+if __name__ == '__main__':
+    main()