Create operations.js

Author: KOSASIH

src/space/operations.js

@@ -0,0 +1,82 @@
+// src/space/operations.js - Ultra Advanced Operations Module
+
+const { logError, logInfo } = require('./logger'); // Import logger for error handling
+const AIModel = require('./aiModel'); // Import AI model for predictions
+
+class Operations {
+    constructor(aiModel) {
+        this.aiModel = aiModel; // Instance of AI model for predictions
+        this.currentOperations = {}; // Store current operational parameters
+    }
+
+    async adapt(analysis) {
+        try {
+            logInfo('Adapting operations based on analysis...');
+            const recommendations = await this.generateRecommendations(analysis);
+            this.applyRecommendations(recommendations);
+            logInfo('Operations adapted successfully.');
+        } catch (error) {
+            logError('Error adapting operations:', error);
+            throw new Error('Failed to adapt operations');
+        }
+    }
+
+    async generateRecommendations(analysis) {
+        // Use AI model to generate recommendations based on analysis
+        logInfo('Generating recommendations...');
+        const predictions = await this.aiModel.analyze(analysis);
+        // Transform predictions into actionable recommendations
+        const recommendations = this.transformPredictionsToRecommendations(predictions);
+        return recommendations;
+    }
+
+    transformPredictionsToRecommendations(predictions) {
+        // Implement logic to convert predictions into operational recommendations
+        // This is a placeholder for actual transformation logic
+        const recommendations = predictions.map(prediction => {
+            return {
+                action: 'update', // Example action
+                parameter: 'someParameter', // Example parameter
+                value: prediction[0] // Example value from prediction
+            };
+        });
+        return recommendations;
+    }
+
+    applyRecommendations(recommendations) {
+        recommendations.forEach(rec => {
+            // Apply each recommendation to current operations
+            this.currentOperations[rec.parameter] = rec.value;
+            logInfo(`Applied recommendation: ${rec.action} ${rec.parameter} = ${rec.value}`);
+        });
+    }
+
+    getCurrentOperations() {
+        return this.currentOperations; // Return current operational parameters
+    }
+}
+
+// Example usage
+(async () => {
+    const aiModel = new AIModel('path/to/model.json'); // Specify the model path
+    await aiModel.initialize(); // Initialize the AI model
+
+    const operations = new Operations(aiModel); // Create an instance of Operations
+
+    // Simulate analysis data
+    const analysisData = {
+        regulationChanges: [
+            { id: 'reg1', impact: 'high' },
+            { id: 'reg2', impact: 'medium' }
+        ]
+    };
+
+    try {
+        await operations.adapt(analysisData); // Adapt operations based on analysis
+        console.log('Current Operations:', operations.getCurrentOperations());
+    } catch (error) {
+        console.error('Error:', error.message);
+    }
+})();
+
+module.exports = Operations;