@baguskto/saham
Version:
MCP Server untuk data saham Indonesia (IDX) - Implementasi Node.js/TypeScript
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JavaScript
;
/**
* CSV parser for Indonesian stock market data
*/
Object.defineProperty(exports, "__esModule", { value: true });
exports.CSVParser = void 0;
const logger_1 = require("../utils/logger");
class CSVParser {
/**
* Parse CSV stock data from Dataset-Saham-IDX format
*/
static parseStockCSV(csvData, ticker) {
const lines = csvData.trim().split('\n');
if (lines.length < 2) {
throw new Error('Invalid CSV data: insufficient rows');
}
// Parse header
const headers = lines[0].split(',').map(h => h.trim().toLowerCase());
logger_1.logger.debug(`CSV headers for ${ticker}:`, headers);
// Map common column variations to standard names
const columnMap = this.createColumnMap(headers);
const dataPoints = [];
// Parse data rows (skip header)
for (let i = 1; i < lines.length; i++) {
const values = lines[i].split(',').map(v => v.trim());
if (values.length !== headers.length) {
logger_1.logger.warn(`Skipping malformed row ${i} in ${ticker} data`);
continue;
}
try {
const dataPoint = this.parseDataRow(values, columnMap);
if (dataPoint) {
dataPoints.push(dataPoint);
}
}
catch (error) {
logger_1.logger.warn(`Failed to parse row ${i} in ${ticker}:`, error);
}
}
if (dataPoints.length === 0) {
throw new Error('No valid data points found in CSV');
}
// Sort by date (oldest first)
dataPoints.sort((a, b) => a.date.getTime() - b.date.getTime());
return {
ticker: ticker.toUpperCase(),
dataPoints,
startDate: dataPoints[0].date,
endDate: dataPoints[dataPoints.length - 1].date,
totalPoints: dataPoints.length,
columns: headers
};
}
/**
* Create column mapping for different CSV formats
*/
static createColumnMap(headers) {
const map = {};
headers.forEach((header, index) => {
const normalized = header.toLowerCase().replace(/[^a-z0-9]/g, '');
// Date column variations (prefer exact matches first)
if (normalized === 'date' || normalized === 'tanggal' ||
normalized === 'time' || normalized === 'timestamp') {
map.date = index;
}
// Open price variations (prefer exact matches)
if (normalized === 'open' || normalized === 'openprice' || normalized === 'buka') {
map.open = index;
}
// High price variations (prefer exact matches)
if (normalized === 'high' || normalized === 'tinggi' || normalized === 'max') {
map.high = index;
}
// Low price variations (prefer exact matches)
if (normalized === 'low' || normalized === 'rendah' || normalized === 'min') {
map.low = index;
}
// Close price variations (prefer exact matches)
if (normalized === 'close' || normalized === 'closeprice' || normalized === 'tutup' ||
normalized === 'akhir') {
map.close = index;
}
// Volume variations (prefer exact "volume" match, avoid non-regular volumes)
if (normalized === 'volume' || normalized === 'vol') {
map.volume = index;
}
// Adjusted close variations
if (normalized.includes('adj') || normalized.includes('adjusted')) {
map.adjustedClose = index;
}
});
// Secondary date patterns (only if not already mapped)
if (map.date === undefined) {
headers.forEach((header, index) => {
const normalized = header.toLowerCase().replace(/[^a-z0-9]/g, '');
if (normalized.includes('date') || normalized.includes('tanggal') ||
normalized.includes('time')) {
map.date = index;
return; // Exit early once found
}
});
}
// Fallback patterns for open/high/low/close if exact matches not found
if (map.open === undefined) {
headers.forEach((header, index) => {
const normalized = header.toLowerCase().replace(/[^a-z0-9]/g, '');
if (normalized.includes('open') || normalized.includes('buka')) {
map.open = index;
}
});
}
if (map.high === undefined) {
headers.forEach((header, index) => {
const normalized = header.toLowerCase().replace(/[^a-z0-9]/g, '');
if (normalized.includes('high') || normalized.includes('tinggi')) {
map.high = index;
}
});
}
if (map.low === undefined) {
headers.forEach((header, index) => {
const normalized = header.toLowerCase().replace(/[^a-z0-9]/g, '');
if (normalized.includes('low') || normalized.includes('rendah')) {
map.low = index;
}
});
}
if (map.close === undefined) {
headers.forEach((header, index) => {
const normalized = header.toLowerCase().replace(/[^a-z0-9]/g, '');
if (normalized.includes('close') || normalized.includes('tutup')) {
map.close = index;
}
});
}
return map;
}
/**
* Parse individual data row
*/
static parseDataRow(values, columnMap) {
try {
// Date is required
if (columnMap.date === undefined) {
throw new Error('Date column not found');
}
const dateStr = values[columnMap.date];
const date = this.parseDate(dateStr);
// OHLC values are required
const open = this.parseNumber(values[columnMap.open]);
const high = this.parseNumber(values[columnMap.high]);
const low = this.parseNumber(values[columnMap.low]);
const close = this.parseNumber(values[columnMap.close]);
// Check for null values in required fields
if (open === null || high === null || low === null || close === null) {
throw new Error('Missing required OHLC values');
}
// Volume is optional but preferred
const volume = columnMap.volume !== undefined ?
this.parseNumber(values[columnMap.volume]) || 0 : 0;
// Adjusted close is optional
const adjustedClose = columnMap.adjustedClose !== undefined ?
this.parseNumber(values[columnMap.adjustedClose]) || undefined : undefined;
// Validate OHLC values
if (open <= 0 || high <= 0 || low <= 0 || close <= 0) {
throw new Error('Invalid OHLC values');
}
if (high < Math.max(open, close) || low > Math.min(open, close) || high < low) {
throw new Error('Inconsistent OHLC values');
}
return {
date,
open,
high,
low,
close,
volume,
adjustedClose
};
}
catch (error) {
logger_1.logger.debug('Failed to parse data row:', error);
return null;
}
}
/**
* Parse date string in various formats
*/
static parseDate(dateStr) {
// Remove any surrounding quotes or whitespace
const cleaned = dateStr.replace(/["']/g, '').trim();
// Try different date formats common in Indonesian datasets
const formats = [
// ISO format: 2023-01-15
/^(\d{4})-(\d{1,2})-(\d{1,2})$/,
// DD/MM/YYYY or MM/DD/YYYY
/^(\d{1,2})\/(\d{1,2})\/(\d{4})$/,
// DD-MM-YYYY
/^(\d{1,2})-(\d{1,2})-(\d{4})$/,
// YYYY/MM/DD
/^(\d{4})\/(\d{1,2})\/(\d{1,2})$/
];
// Try ISO format first
const isoMatch = cleaned.match(formats[0]);
if (isoMatch) {
const [, year, month, day] = isoMatch;
return new Date(parseInt(year), parseInt(month) - 1, parseInt(day));
}
// Try other formats
for (let i = 1; i < formats.length; i++) {
const match = cleaned.match(formats[i]);
if (match) {
const [, part1, part2, part3] = match;
if (i === 3) { // YYYY/MM/DD
return new Date(parseInt(part1), parseInt(part2) - 1, parseInt(part3));
}
else { // DD/MM/YYYY or DD-MM-YYYY (assume DD/MM/YYYY for Indonesian data)
return new Date(parseInt(part3), parseInt(part2) - 1, parseInt(part1));
}
}
}
// Fallback to JavaScript Date parsing
const fallbackDate = new Date(cleaned);
if (isNaN(fallbackDate.getTime())) {
throw new Error(`Unable to parse date: ${dateStr}`);
}
return fallbackDate;
}
/**
* Parse number string, handling various formats
*/
static parseNumber(numStr) {
if (!numStr || numStr.trim() === '') {
return null;
}
// Clean the string: remove quotes, commas, and non-numeric characters except decimal point
const cleaned = numStr
.replace(/["']/g, '')
.replace(/,/g, '')
.replace(/[^\d.-]/g, '')
.trim();
if (cleaned === '' || cleaned === '-') {
return null;
}
const parsed = parseFloat(cleaned);
return isNaN(parsed) ? null : parsed;
}
/**
* Filter data points by date range
*/
static filterByDateRange(data, startDate, endDate) {
let filtered = data.dataPoints;
if (startDate) {
filtered = filtered.filter(point => point.date >= startDate);
}
if (endDate) {
filtered = filtered.filter(point => point.date <= endDate);
}
return filtered;
}
/**
* Get data for specific period (last N days, months, etc.)
*/
static getDataForPeriod(data, period) {
const now = new Date();
let startDate;
switch (period.toLowerCase()) {
case '1d':
case '1day':
startDate = new Date(now.getTime() - 24 * 60 * 60 * 1000);
break;
case '1w':
case '1week':
startDate = new Date(now.getTime() - 7 * 24 * 60 * 60 * 1000);
break;
case '1m':
case '1month':
startDate = new Date(now.getFullYear(), now.getMonth() - 1, now.getDate());
break;
case '3m':
case '3months':
startDate = new Date(now.getFullYear(), now.getMonth() - 3, now.getDate());
break;
case '6m':
case '6months':
startDate = new Date(now.getFullYear(), now.getMonth() - 6, now.getDate());
break;
case '1y':
case '1year':
startDate = new Date(now.getFullYear() - 1, now.getMonth(), now.getDate());
break;
case '2y':
case '2years':
startDate = new Date(now.getFullYear() - 2, now.getMonth(), now.getDate());
break;
case '5y':
case '5years':
startDate = new Date(now.getFullYear() - 5, now.getMonth(), now.getDate());
break;
default:
// Return all data for unknown periods
return data.dataPoints;
}
return this.filterByDateRange(data, startDate);
}
}
exports.CSVParser = CSVParser;
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