#!/usr/bin/env python3 """ Import JSONL data into MongoDB. Usage: python import_jsonl_to_mongodb.py [jsonl_file] """ import json import sys from pymongo import MongoClient import os # Default file if not specified DEFAULT_JSONL_FILE = 'stern_neon_user_poetry.jsonl' def import_jsonl_to_mongodb(jsonl_file): """Import JSONL data into MongoDB.""" # MongoDB connection settings mongo_host = os.environ.get('MONGO_HOST', 'localhost') mongo_port = int(os.environ.get('MONGO_PORT', 27017)) mongo_user = os.environ.get('MONGO_USER', 'admin') mongo_password = os.environ.get('MONGO_PASSWORD', 'password') mongo_db = os.environ.get('MONGO_DB', 'stern_neon_db') mongo_collection = os.environ.get('MONGO_COLLECTION', 'articles') # Connect to MongoDB connection_string = f"mongodb://{mongo_user}:{mongo_password}@{mongo_host}:{mongo_port}/?authSource=admin" client = MongoClient(connection_string) db = client[mongo_db] collection = db[mongo_collection] # Read and import JSONL file count = 0 batch_size = 10 batch = [] print(f"Importing data from {jsonl_file} to MongoDB ({mongo_host}:{mongo_port})...") print(f"Database: {mongo_db}, Collection: {mongo_collection}") with open(jsonl_file, 'r', encoding='utf-8') as f: for line_num, line in enumerate(f, 1): if not line.strip(): continue try: # Parse JSON line document = json.loads(line) # Add to batch batch.append(document) count += 1 # Insert batch when it reaches batch_size if len(batch) >= batch_size: collection.insert_many(batch) print(f"Imported {count} documents...") batch = [] except json.JSONDecodeError as e: print(f"Error parsing line {line_num}: {e}") except Exception as e: print(f"Error importing line {line_num}: {e}") # Insert remaining documents if batch: collection.insert_many(batch) print(f"Import complete. Total documents imported: {count}") # Create index on 'id' field for faster lookups if count > 0: print("Creating index on 'id' field...") collection.create_index('id') print("Index created.") if __name__ == '__main__': # Get JSONL file from command line argument or use default jsonl_file = sys.argv[1] if len(sys.argv) > 1 else DEFAULT_JSONL_FILE if not os.path.exists(jsonl_file): print(f"Error: File '{jsonl_file}' not found.") sys.exit(1) import_jsonl_to_mongodb(jsonl_file)