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| from pymongo import MongoClient | |
| # Connect to MongoDB | |
| client = MongoClient('mongodb://localhost:27017/') | |
| db = client['risk_prediction_db'] | |
| evidence_collection = db['evidences'] | |
| # Example evidence records to insert | |
| sample_evidences = [ | |
| { | |
| "username": "admin", | |
| "image_filename": "evidence_image_1.png", | |
| "temperature": 25.3, | |
| "humidity": 60.5, | |
| "vibration": 1, # 1 means "Yes" | |
| "light_intensity": 400.0, | |
| "battery_level": 85.0, | |
| "latitude": 37.7749, | |
| "longitude": -122.4194, | |
| "risk_prediction": "High Risk" | |
| }, | |
| { | |
| "username": "user1", | |
| "image_filename": "evidence_image_2.png", | |
| "temperature": 22.1, | |
| "humidity": 55.3, | |
| "vibration": 0, # 0 means "No" | |
| "light_intensity": 500.0, | |
| "battery_level": 90.0, | |
| "latitude": 40.7128, | |
| "longitude": -74.0060, | |
| "risk_prediction": "Low Risk" | |
| }, | |
| { | |
| "username": "user2", | |
| "image_filename": "evidence_image_3.png", | |
| "temperature": 35.7, | |
| "humidity": 75.1, | |
| "vibration": 1, # 1 means "Yes" | |
| "light_intensity": 300.0, | |
| "battery_level": 65.0, | |
| "latitude": 51.5074, | |
| "longitude": -0.1278, | |
| "risk_prediction": "High Risk" | |
| } | |
| ] | |
| # Insert evidence records into MongoDB | |
| evidence_collection.insert_many(sample_evidences) | |
| print("inserted") |