ml_client.js

/**
 * CyberForge ML Client
 * Integration with mlService.js
 */

const axios = require('axios');

class CyberForgeMLClient {
    constructor(baseUrl = 'http://localhost:8001') {
        this.baseUrl = baseUrl;
        this.client = axios.create({
            baseURL: baseUrl,
            timeout: 5000,
            headers: { 'Content-Type': 'application/json' }
        });
    }

    /**
     * Get prediction from ML model
     * @param {string} modelName - Name of the model
     * @param {Object} features - Feature dictionary
     * @returns {Promise<Object>} Prediction result
     */
    async predict(modelName, features) {
        try {
            const response = await this.client.post('/predict', {
                model_name: modelName,
                features: features
            });
            return response.data;
        } catch (error) {
            console.error('ML prediction error:', error.message);
            throw error;
        }
    }

    /**
     * Analyze website for threats
     * @param {string} url - URL to analyze
     * @param {Object} scrapedData - Data from WebScraperAPIService
     * @returns {Promise<Object>} Threat analysis result
     */
    async analyzeWebsite(url, scrapedData) {
        try {
            const response = await this.client.post('/analyze', {
                url: url,
                data: scrapedData
            });
            return response.data;
        } catch (error) {
            console.error('Website analysis error:', error.message);
            throw error;
        }
    }

    /**
     * List available models
     * @returns {Promise<Array>} List of model names
     */
    async listModels() {
        const response = await this.client.get('/models');
        return response.data.models;
    }

    /**
     * Get model information
     * @param {string} modelName - Name of the model
     * @returns {Promise<Object>} Model metadata
     */
    async getModelInfo(modelName) {
        const response = await this.client.get(`/models/${modelName}`);
        return response.data;
    }
}

module.exports = CyberForgeMLClient;