mirror of
https://github.com/PlatypusPus/MushroomEmpire.git
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126 lines
2.7 KiB
TypeScript
126 lines
2.7 KiB
TypeScript
/**
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* API Client for Nordic Privacy AI Backend
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* Base URL: http://localhost:8000
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*/
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const API_BASE_URL = process.env.NEXT_PUBLIC_API_URL || 'http://localhost:8000';
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export interface AnalyzeResponse {
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status: string;
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filename: string;
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dataset_info: {
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rows: number;
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columns: number;
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features: string[];
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};
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model_performance: {
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accuracy: number;
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precision: number;
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recall: number;
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f1_score: number;
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};
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bias_metrics: {
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overall_bias_score: number;
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disparate_impact: Record<string, any>;
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statistical_parity: Record<string, any>;
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violations_detected: any[];
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};
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risk_assessment: {
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overall_risk_score: number;
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privacy_risks: any[];
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ethical_risks: any[];
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compliance_risks: any[];
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data_quality_risks: any[];
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};
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recommendations: string[];
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report_file: string;
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timestamp: string;
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}
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export interface CleanResponse {
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status: string;
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filename: string;
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dataset_info: {
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original_rows: number;
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original_columns: number;
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cleaned_rows: number;
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cleaned_columns: number;
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};
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gpu_acceleration: {
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enabled: boolean;
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device: string;
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};
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summary: {
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columns_removed: string[];
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columns_anonymized: string[];
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total_cells_affected: number;
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};
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pii_detections: Record<string, {
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action: string;
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entity_types: string[];
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num_affected_rows: number;
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examples: Array<{ before: string; after: string }>;
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}>;
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gdpr_compliance: string[];
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files: {
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cleaned_csv: string;
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audit_report: string;
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};
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timestamp: string;
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}
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/**
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* Analyze dataset for bias and risk
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*/
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export async function analyzeDataset(file: File): Promise<AnalyzeResponse> {
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const formData = new FormData();
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formData.append('file', file);
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const response = await fetch(`${API_BASE_URL}/api/analyze`, {
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method: 'POST',
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body: formData,
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});
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if (!response.ok) {
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const error = await response.json();
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throw new Error(error.detail || 'Analysis failed');
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}
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return response.json();
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}
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/**
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* Clean dataset - detect and anonymize PII
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*/
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export async function cleanDataset(file: File): Promise<CleanResponse> {
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const formData = new FormData();
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formData.append('file', file);
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const response = await fetch(`${API_BASE_URL}/api/clean`, {
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method: 'POST',
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body: formData,
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});
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if (!response.ok) {
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const error = await response.json();
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throw new Error(error.detail || 'Cleaning failed');
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}
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return response.json();
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}
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/**
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* Download report file
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*/
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export function getReportUrl(reportPath: string): string {
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return `${API_BASE_URL}${reportPath}`;
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}
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/**
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* Health check
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*/
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export async function healthCheck() {
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const response = await fetch(`${API_BASE_URL}/health`);
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return response.json();
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}
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