const dayMillis = 86400000000000 // 1 day in ms /** * Convert known types from primitive to rich. * * @param {any[]} data series of primitive types * @param {import('./types.js').SchemaElement} schemaElement schema element for the data * @returns {any[]} series of rich types */ export function convert(data, schemaElement) { const ctype = schemaElement.converted_type if (ctype === 'UTF8') { const decoder = new TextDecoder() return data.map(v => typeof v === 'string' ? v : decoder.decode(v)) } if (ctype === 'DECIMAL') { const scaleFactor = schemaElement.scale ? Math.pow(10, schemaElement.scale) : 1 if (typeof data[0] === 'number') { return scaleFactor === 1 ? data : data.map(v => v * scaleFactor) } else if (typeof data[0] === 'bigint') { return scaleFactor === 1 ? data : data.map(v => v * BigInt(scaleFactor)) } else { return data.map(v => parseDecimal(v) * scaleFactor) } } if (ctype === 'DATE') { return data.map(v => new Date(v * dayMillis)) } if (ctype === 'TIME_MILLIS') { return data.map(v => new Date(v)) } if (ctype === 'JSON') { return data.map(v => JSON.parse(v)) } if (ctype === 'BSON') { throw new Error('parquet bson not supported') } if (ctype === 'INTERVAL') { throw new Error('parquet interval not supported') } return data } /** * Parse decimal from byte array. * * @param {Uint8Array} bytes * @returns {number} */ function parseDecimal(bytes) { // TODO: handle signed let value = 0 for (const byte of bytes) { value = value << 8 | byte } return value }