80 lines
3.0 KiB
TypeScript
80 lines
3.0 KiB
TypeScript
import axios from "axios";
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import { TGroupedProductSales } from "../types/db/product-sales";
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import { config } from "dotenv";
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import { TPythonAutoPredictionRequest, TPythonAutoPredictionResponse, TPythonManualPredictionRequest, TPythonManualPredictionResponse } from "../types/request/python-api";
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import { IPurchaseTable } from "../types/db-model";
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config()
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export async function makeAutoPrediction(data: TPythonAutoPredictionRequest) {
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try {
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const response = await axios.post<TPythonAutoPredictionResponse>(`/predict/auto`, data, {
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method: 'post',
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baseURL: process.env.PYTHON_API_HOST,
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})
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if (response.status === 200 && response.data.success) {
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return response.data;
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} else {
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console.warn('Prediksi gagal atau response tidak sesuai:', response.data);
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return null;
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}
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} catch (error: any) {
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console.error('Gagal memanggil /predict/auto:', error?.response?.data || error.message);
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return null;
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}
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}
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export async function makeManualPrediction(data: TPythonManualPredictionRequest) {
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try {
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const response = await axios.post<TPythonManualPredictionResponse>(`/predict/manual`, data, {
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method: 'post',
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baseURL: process.env.PYTHON_API_HOST,
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})
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if (response.status === 200 && response.data.success) {
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return response.data;
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} else {
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console.warn('Prediksi gagal atau response tidak sesuai:', response.data);
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return null;
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}
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} catch (error: any) {
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console.error('Gagal memanggil /predict/manual:', error?.response?.data || error.message);
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return null;
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}
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}
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export async function makePrivateAutoPrediction(data: TPythonAutoPredictionRequest) {
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try {
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const response = await axios.post<TPythonAutoPredictionResponse>(`/predict/private/auto`, data, {
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method: 'post',
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baseURL: process.env.PYTHON_API_HOST,
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})
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if (response.status === 200 && response.data.success) {
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return response.data;
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} else {
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console.warn('Prediksi gagal atau response tidak sesuai:', response.data);
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return null;
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}
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} catch (error: any) {
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console.error('Gagal memanggil /predict/auto:', error?.response?.data || error.message);
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return null;
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}
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}
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export async function makePrivateManualPrediction(data: TPythonManualPredictionRequest) {
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try {
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const response = await axios.post<TPythonManualPredictionResponse>(`/predict/private/manual`, data, {
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method: 'post',
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baseURL: process.env.PYTHON_API_HOST,
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})
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if (response.status === 200 && response.data.success) {
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return response.data;
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} else {
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console.warn('Prediksi gagal atau response tidak sesuai:', response.data);
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return null;
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}
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} catch (error: any) {
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console.error('Gagal memanggil /predict/manual:', error?.response?.data || error.message);
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return null;
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}
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} |