File size: 4,497 Bytes
e6a1f55 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 | import axios from "axios";
import type {
AdversarialPoint,
BenchmarksResponse,
DatasetInfo,
DetectResponse,
ExplainabilityExample,
HealthResponse,
MetricInfo,
ModelEvaluation,
ModelsListResponse,
RadarResponse,
SamplesResponse,
VisualizeResponse,
} from "@/types/inference";
const API_BASE_URL =
(import.meta as ImportMeta & { env?: Record<string, string> }).env
?.VITE_API_BASE_URL || "http://localhost:8000";
const WS_BASE_URL =
(import.meta as ImportMeta & { env?: Record<string, string> }).env
?.VITE_WS_BASE_URL || "ws://localhost:8000";
export const apiBaseUrl = API_BASE_URL;
export const wsBaseUrl = WS_BASE_URL;
export const api = axios.create({
baseURL: API_BASE_URL,
timeout: 120_000, // first HF download can take a while
});
// ---------------------------------------------------------------- meta -- //
export async function getHealth(): Promise<HealthResponse> {
const { data } = await api.get<HealthResponse>("/api/health");
return data;
}
export async function listModels(): Promise<ModelsListResponse> {
const { data } = await api.get<ModelsListResponse>("/api/models");
return data;
}
export async function listSamples(): Promise<SamplesResponse> {
const { data } = await api.get<SamplesResponse>("/api/samples");
return data;
}
export function sampleDownloadUrl(sampleId: string): string {
return `${API_BASE_URL}/api/samples/${encodeURIComponent(sampleId)}/download`;
}
// ----------------------------------------------------------- benchmarks -- //
export async function getBenchmarks(): Promise<BenchmarksResponse> {
const { data } = await api.get<BenchmarksResponse>("/api/benchmarks");
return data;
}
export async function getRadar(): Promise<RadarResponse> {
const { data } = await api.get<RadarResponse>("/api/benchmarks/radar");
return data;
}
export async function getHighlights(): Promise<{ highlights: string[] }> {
const { data } = await api.get<{ highlights: string[] }>(
"/api/benchmarks/highlights"
);
return data;
}
export async function getBenchmarkDatasets(): Promise<{ datasets: DatasetInfo[] }> {
const { data } = await api.get<{ datasets: DatasetInfo[] }>("/api/benchmarks/datasets");
return data;
}
export async function getBenchmarkMetrics(): Promise<{ metrics: MetricInfo[] }> {
const { data } = await api.get<{ metrics: MetricInfo[] }>("/api/benchmarks/metrics");
return data;
}
export async function getModelEvaluations(): Promise<{ evaluations: ModelEvaluation[] }> {
const { data } = await api.get<{ evaluations: ModelEvaluation[] }>("/api/benchmarks/evaluations");
return data;
}
export async function getAdversarialCurve(): Promise<{ epsilon_curve: AdversarialPoint[] }> {
const { data } = await api.get<{ epsilon_curve: AdversarialPoint[] }>("/api/benchmarks/adversarial");
return data;
}
export async function getExplainabilityExamples(): Promise<{ examples: ExplainabilityExample[] }> {
const { data } = await api.get<{ examples: ExplainabilityExample[] }>(
"/api/benchmarks/explainability"
);
return data;
}
// ------------------------------------------------------------ inference -- //
export async function detectAudio(
file: File,
models?: string[],
returnFeatures = true
): Promise<DetectResponse> {
const fd = new FormData();
fd.append("audio_file", file);
if (models && models.length) fd.append("models", JSON.stringify(models));
fd.append("return_features", String(returnFeatures));
const { data } = await api.post<DetectResponse>("/api/detect", fd, {
headers: { "Content-Type": "multipart/form-data" },
});
return data;
}
export async function detectSample(
sampleId: string,
models?: string[],
returnFeatures = true
): Promise<DetectResponse> {
const fd = new FormData();
if (models && models.length) fd.append("models", JSON.stringify(models));
fd.append("return_features", String(returnFeatures));
const { data } = await api.post<DetectResponse>(
`/api/detect/sample/${encodeURIComponent(sampleId)}`,
fd
);
return data;
}
export async function visualizeAudio(file: File): Promise<VisualizeResponse> {
const fd = new FormData();
fd.append("audio_file", file);
const { data } = await api.post<VisualizeResponse>("/api/visualize", fd, {
headers: { "Content-Type": "multipart/form-data" },
});
return data;
}
export function inferenceWebSocketUrl(sessionId: string): string {
return `${WS_BASE_URL}/ws/inference/${encodeURIComponent(sessionId)}`;
}
|