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@tableau/taco-toolkit

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"use strict"; var __extends = (this && this.__extends) || (function () { var extendStatics = function (d, b) { extendStatics = Object.setPrototypeOf || ({ __proto__: [] } instanceof Array && function (d, b) { d.__proto__ = b; }) || function (d, b) { for (var p in b) if (Object.prototype.hasOwnProperty.call(b, p)) d[p] = b[p]; }; return extendStatics(d, b); }; return function (d, b) { if (typeof b !== "function" && b !== null) throw new TypeError("Class extends value " + String(b) + " is not a constructor or null"); extendStatics(d, b); function __() { this.constructor = d; } d.prototype = b === null ? Object.create(b) : (__.prototype = b.prototype, new __()); }; })(); var __awaiter = (this && this.__awaiter) || function (thisArg, _arguments, P, generator) { function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); } return new (P || (P = Promise))(function (resolve, reject) { function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } } function rejected(value) { try { step(generator["throw"](value)); } catch (e) { reject(e); } } function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); } step((generator = generator.apply(thisArg, _arguments || [])).next()); }); }; var __generator = (this && this.__generator) || function (thisArg, body) { var _ = { label: 0, sent: function() { if (t[0] & 1) throw t[1]; return t[1]; }, trys: [], ops: [] }, f, y, t, g; return g = { next: verb(0), "throw": verb(1), "return": verb(2) }, typeof Symbol === "function" && (g[Symbol.iterator] = function() { return this; }), g; function verb(n) { return function (v) { return step([n, v]); }; } function step(op) { if (f) throw new TypeError("Generator is already executing."); while (g && (g = 0, op[0] && (_ = 0)), _) try { if (f = 1, y && (t = op[0] & 2 ? y["return"] : op[0] ? y["throw"] || ((t = y["return"]) && t.call(y), 0) : y.next) && !(t = t.call(y, op[1])).done) return t; if (y = 0, t) op = [op[0] & 2, t.value]; switch (op[0]) { case 0: case 1: t = op; break; case 4: _.label++; return { value: op[1], done: false }; case 5: _.label++; y = op[1]; op = [0]; continue; case 7: op = _.ops.pop(); _.trys.pop(); continue; default: if (!(t = _.trys, t = t.length > 0 && t[t.length - 1]) && (op[0] === 6 || op[0] === 2)) { _ = 0; continue; } if (op[0] === 3 && (!t || (op[1] > t[0] && op[1] < t[3]))) { _.label = op[1]; break; } if (op[0] === 6 && _.label < t[1]) { _.label = t[1]; t = op; break; } if (t && _.label < t[2]) { _.label = t[2]; _.ops.push(op); break; } if (t[2]) _.ops.pop(); _.trys.pop(); continue; } op = body.call(thisArg, _); } catch (e) { op = [6, e]; y = 0; } finally { f = t = 0; } if (op[0] & 5) throw op[1]; return { value: op[0] ? op[1] : void 0, done: true }; } }; var __values = (this && this.__values) || function(o) { var s = typeof Symbol === "function" && Symbol.iterator, m = s && o[s], i = 0; if (m) return m.call(o); if (o && typeof o.length === "number") return { next: function () { if (o && i >= o.length) o = void 0; return { value: o && o[i++], done: !o }; } }; throw new TypeError(s ? "Object is not iterable." : "Symbol.iterator is not defined."); }; var __importDefault = (this && this.__importDefault) || function (mod) { return (mod && mod.__esModule) ? mod : { "default": mod }; }; Object.defineProperty(exports, "__esModule", { value: true }); exports.stringifyData = exports.ParquetTacoParser = void 0; var fs_1 = __importDefault(require("fs")); var duckdb_async_1 = require("duckdb-async"); var base_taco_file_parser_1 = require("./base-taco-file-parser"); var column_header_property_1 = require("../../../../shared/enums/column-header-property"); var parse_utils_1 = require("../../../utils/parse-utils"); var type_utils_1 = require("../../../../shared/type-utils"); var ParquetTacoParser = /** @class */ (function (_super) { __extends(ParquetTacoParser, _super); function ParquetTacoParser(tempDataManager, extractorId, filename) { var _this = _super.call(this) || this; _this.tempDataManager = tempDataManager; _this.extractorId = extractorId; _this.filename = filename; _this.filepath = _this.tempDataManager.getTempDataFilePath(_this.extractorId, _this.filename); return _this; } /** * Set columns metadata info to the parser. When columnHeaders are set, getColumnHeaders will * respect the given info. Otherwise, all fields are assumed as string type. * * To prevent the method from being misused, this method can be called once, otherwise, * it throws an error. */ ParquetTacoParser.prototype.setColumnHeaders = function (columnHeaders) { var e_1, _a; if (this.columnHeaderMap) { throw new Error('columnHeaders can be only set once.'); } this.columnHeaderMap = new Map(); try { for (var columnHeaders_1 = __values(columnHeaders), columnHeaders_1_1 = columnHeaders_1.next(); !columnHeaders_1_1.done; columnHeaders_1_1 = columnHeaders_1.next()) { var columnHeader = columnHeaders_1_1.value; var id = columnHeader.id; if (this.columnHeaderMap.has(id)) { throw new Error("Column name must be unique. Found duplicate column name '".concat(id, "'")); } this.columnHeaderMap.set(id, columnHeader); } } catch (e_1_1) { e_1 = { error: e_1_1 }; } finally { try { if (columnHeaders_1_1 && !columnHeaders_1_1.done && (_a = columnHeaders_1.return)) _a.call(columnHeaders_1); } finally { if (e_1) throw e_1.error; } } }; /** * Get ColumnHeaders for a Parquet file. * * By default, it returns all column header fields and all columns are typed as string. * If columns metadata is set by setColumnHeaders, it will filter the columns with the given columnHeaders, * while the column order from the file is still preserved. */ ParquetTacoParser.prototype.getColumnHeaders = function () { return __awaiter(this, void 0, void 0, function () { var db, columnNames, columnHeaders, columnNames_1, columnNames_1_1, columnName, columnHeader; var e_2, _a; return __generator(this, function (_b) { switch (_b.label) { case 0: return [4 /*yield*/, this.getDb()]; case 1: db = _b.sent(); return [4 /*yield*/, this.getColumnNamesFromFile(db, this.filepath) // empty file ]; case 2: columnNames = _b.sent(); // empty file if (columnNames.length === 0) { if (!this.columnHeaderMap) { throw new Error('Failed to find column headers from ingested data. If the table empty, ' + 'column headers must be provided via DataContainer.'); } return [2 /*return*/, Array.from(this.columnHeaderMap.values())]; } // when columnHeaderMap is NOT present, all columns are selected as string type if (!this.columnHeaderMap) { return [2 /*return*/, columnNames.map(function (columnName) { return { id: columnName, dataType: column_header_property_1.DataType.String }; })]; } columnHeaders = []; try { for (columnNames_1 = __values(columnNames), columnNames_1_1 = columnNames_1.next(); !columnNames_1_1.done; columnNames_1_1 = columnNames_1.next()) { columnName = columnNames_1_1.value; columnHeader = this.columnHeaderMap.get(columnName); if (columnHeader) { columnHeaders.push(columnHeader); } } } catch (e_2_1) { e_2 = { error: e_2_1 }; } finally { try { if (columnNames_1_1 && !columnNames_1_1.done && (_a = columnNames_1.return)) _a.call(columnNames_1); } finally { if (e_2) throw e_2.error; } } return [2 /*return*/, columnHeaders]; } }); }); }; ParquetTacoParser.prototype.getRowCount = function () { var _a; return __awaiter(this, void 0, void 0, function () { var db, readParams, count; return __generator(this, function (_b) { switch (_b.label) { case 0: return [4 /*yield*/, this.getDb()]; case 1: db = _b.sent(); if (!fs_1.default.existsSync(this.filepath)) { throw new Error("ParquetTacoParser.getRowCount(): File does not exist." + "Check the logs in case of any error during data ingestion." + "If the source table is empty, consider using FetchUtils.ingestDataRows API."); } readParams = getParquetReadParam(this.filepath); return [4 /*yield*/, db.all("SELECT COUNT(*) AS ROW_COUNT FROM READ_PARQUET(".concat(readParams, ")"))]; case 2: count = _b.sent(); if (((_a = count[0]) === null || _a === void 0 ? void 0 : _a.ROW_COUNT) !== undefined) { return [2 /*return*/, Number(count[0].ROW_COUNT)]; } else { throw new Error('ParquetTacoParser.getRowCount failed.'); } return [2 /*return*/, 0]; } }); }); }; /** * Get the set of data rows from the Parquet file with the specified limit and offset. */ ParquetTacoParser.prototype.getDataRows = function (limit, offset) { return __awaiter(this, void 0, void 0, function () { var db, columnNames, hasMoreRows, data; return __generator(this, function (_a) { switch (_a.label) { case 0: if (limit < 1) { throw new Error("ParquetTacoParser.getDataRows(): limit value ".concat(limit, " should be greater than 0.")); } if (offset < 0) { throw new Error("ParquetTacoParser.getDataRows(): offset value ".concat(offset, " should be greater than or equal to 0.")); } return [4 /*yield*/, this.getDb()]; case 1: db = _a.sent(); return [4 /*yield*/, this.getColumnNamesFromFile(db, this.filepath) // empty file ]; case 2: columnNames = _a.sent(); // empty file if (columnNames.length === 0) { if (!this.columnHeaderMap) { throw new Error('Failed to find column headers from ingested data. If the table empty, ' + 'column headers must be provided via DataContainer.'); } // if columnHeaders is provided, it is valid empty table. return [2 /*return*/, { data: [], hasMoreRows: false, }]; } hasMoreRows = false; return [4 /*yield*/, parseParquetFile(db, this.filepath, offset, limit + 1)]; case 3: data = _a.sent(); if (data.length === 0) { return [2 /*return*/, { data: [], hasMoreRows: false, }]; } offset += limit; if (data.length > limit) { hasMoreRows = true; data.pop(); } else { hasMoreRows = false; } if (this.columnHeaderMap) { return [2 /*return*/, { data: (0, parse_utils_1.composeDataRowsWithTypeFromObjectArray)(data, this.columnHeaderMap), hasMoreRows: hasMoreRows, }]; } return [2 /*return*/, { data: data, hasMoreRows: hasMoreRows, }]; } }); }); }; ParquetTacoParser.prototype.getDb = function () { return __awaiter(this, void 0, void 0, function () { var _a; return __generator(this, function (_b) { switch (_b.label) { case 0: if (!!this.db) return [3 /*break*/, 2]; _a = this; return [4 /*yield*/, duckdb_async_1.Database.create(':memory:')]; case 1: _a.db = _b.sent(); _b.label = 2; case 2: return [2 /*return*/, this.db]; } }); }); }; /** * Retrieves the column names from the first row of a parquet file located at the given file path. * * @param {Database} db - The duckdb database instance to execute the query against. * @param {string} filepath - The file path of the parquet file to read from. * * @returns {Promise<string[]>} - A Promise that resolves with an array of string column names, or an empty array if no column names were found. */ ParquetTacoParser.prototype.getColumnNamesFromFile = function (db, filepath) { return __awaiter(this, void 0, void 0, function () { var readParams, dbResult; return __generator(this, function (_a) { switch (_a.label) { case 0: if (this.headersFromFile && this.headersFromFile.length > 0) { return [2 /*return*/, this.headersFromFile]; } if (!fs_1.default.existsSync(this.filepath)) { throw new Error("ParquetTacoParser.getColumnNamesFromFile(): File does not exist." + "Check the logs in case of any error during data ingestion." + "If the source table is empty, consider using FetchUtils.ingestDataRows API."); } this.headersFromFile = []; readParams = getParquetReadParam(filepath); return [4 /*yield*/, db.all("SELECT * FROM READ_PARQUET(".concat(readParams, ") LIMIT 1"))]; case 1: dbResult = _a.sent(); if (dbResult.length > 0) { this.headersFromFile = Object.keys(dbResult[0]).map(function (columnName) { return columnName; }); } return [2 /*return*/, this.headersFromFile]; } }); }); }; return ParquetTacoParser; }(base_taco_file_parser_1.TacoFileParser)); exports.ParquetTacoParser = ParquetTacoParser; /** * Parses a parquet file located at the given file path, and returns a subset of its data as an array of objects. * * @param {Database} db - The Duckdb database instance to execute the query against. * @param {string} filepath - The file path of the parquet file to read from. * @param {number} offset - The zero-based index of the first row to return. * @param {number} limit - The maximum number of rows to return. * * @returns {Promise<TableData>} - A Promise that resolves with an array of objects representing the requested subset of the table data, where each object has properties corresponding to the table columns. */ function parseParquetFile(db, filepath, offset, limit) { return __awaiter(this, void 0, void 0, function () { var readParams, result; return __generator(this, function (_a) { switch (_a.label) { case 0: readParams = getParquetReadParam(filepath); return [4 /*yield*/, db.all("SELECT * FROM READ_PARQUET(".concat(readParams, ") t LIMIT ").concat(limit, " OFFSET ").concat(offset))]; case 1: result = _a.sent(); stringifyData(result); return [2 /*return*/, result]; } }); }); } function getParquetReadParam(filepath) { return "['".concat(filepath, "/*.parquet'], union_by_name=True"); } // Converting DuckDb parquet result to either string or null value // TODO: autotype conversion based on the metadata of columns from the parquet file function stringifyData(datarows) { var e_3, _a, e_4, _b; try { for (var datarows_1 = __values(datarows), datarows_1_1 = datarows_1.next(); !datarows_1_1.done; datarows_1_1 = datarows_1.next()) { var row = datarows_1_1.value; try { for (var _c = (e_4 = void 0, __values(Object.keys(row))), _d = _c.next(); !_d.done; _d = _c.next()) { var key = _d.value; row[key] = stringifyValue(row[key]); } } catch (e_4_1) { e_4 = { error: e_4_1 }; } finally { try { if (_d && !_d.done && (_b = _c.return)) _b.call(_c); } finally { if (e_4) throw e_4.error; } } } } catch (e_3_1) { e_3 = { error: e_3_1 }; } finally { try { if (datarows_1_1 && !datarows_1_1.done && (_a = datarows_1.return)) _a.call(datarows_1); } finally { if (e_3) throw e_3.error; } } } exports.stringifyData = stringifyData; function stringifyValue(value) { if (value === null || value === undefined) { return null; } else { return (0, type_utils_1.stringifyUnknown)(value); } } //# 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MsZUFBZSxDQUFDO29DQUN4RSxXQUFXLEVBQUUsV0FBVztpQ0FDekIsRUFBQTt5QkFDRjt3QkFFRCxzQkFBTztnQ0FDTCxJQUFJLEVBQUUsSUFBSTtnQ0FDVixXQUFXLEVBQUUsV0FBVzs2QkFDekIsRUFBQTs7OztLQUNGO0lBRUssaUNBQUssR0FBWDs7Ozs7OzZCQUNNLENBQUMsSUFBSSxDQUFDLEVBQUUsRUFBUix3QkFBUTt3QkFDVixLQUFBLElBQUksQ0FBQTt3QkFBTSxxQkFBTSx1QkFBUSxDQUFDLE1BQU0sQ0FBQyxVQUFVLENBQUMsRUFBQTs7d0JBQTNDLEdBQUssRUFBRSxHQUFHLFNBQWlDLENBQUE7OzRCQUU3QyxzQkFBTyxJQUFJLENBQUMsRUFBRSxFQUFBOzs7O0tBQ2Y7SUFFRDs7Ozs7OztPQU9HO0lBQ1csa0RBQXNCLEdBQXBDLFVBQXFDLEVBQVksRUFBRSxRQUFnQjs7Ozs7O3dCQUNqRSxJQUFJLElBQUksQ0FBQyxlQUFlLElBQUksSUFBSSxDQUFDLGVBQWUsQ0FBQyxNQUFNLEdBQUcsQ0FBQyxFQUFFOzRCQUMzRCxzQkFBTyxJQUFJLENBQUMsZUFBZSxFQUFBO3lCQUM1Qjt3QkFFRCxJQUFJLENBQUMsWUFBRSxDQUFDLFVBQVUsQ0FBQyxJQUFJLENBQUMsUUFBUSxDQUFDLEVBQUU7NEJBQ2pDLE1BQU0sSUFBSSxLQUFLLENBQ2Isa0VBQWtFO2dDQUNoRSw0REFBNEQ7Z0NBQzVELDZFQUE2RSxDQUNoRixDQUFBO3lCQUNGO3dCQUVELElBQUksQ0FBQyxlQUFlLEdBQUcsRUFBRSxDQUFBO3dCQUVuQixVQUFVLEdBQUcsbUJBQW1CLENBQUMsUUFBUSxDQUFDLENBQUE7d0JBQy9CLHFCQUFNLEVBQUUsQ0FBQyxHQUFHLENBQUMscUNBQThCLFVBQVUsY0FBVyxDQUFDLEVBQUE7O3dCQUE1RSxRQUFRLEdBQUcsU0FBaUU7d0JBRWxGLElBQUksUUFBUSxDQUFDLE1BQU0sR0FBRyxDQUFDLEVBQUU7NEJBQ3ZCLElBQUksQ0FBQyxlQUFlLEdBQUcsTUFBTSxDQUFDLElBQUksQ0FBQyxRQUFRLENBQUMsQ0FBQyxDQUFDLENBQUMsQ0FBQyxHQUFHLENBQUMsVUFBQyxVQUFVO2dDQUM3RCxPQUFPLFVBQVUsQ0FBQTs0QkFDbkIsQ0FBQyxDQUFDLENBQUE7eUJBQ0g7d0JBRUQsc0JBQU8sSUFBSSxDQUFDLGVBQWUsRUFBQTs7OztLQUM1QjtJQUNILHdCQUFDO0FBQUQsQ0FBQyxBQTNNRCxDQUF1QyxzQ0FBYyxHQTJNcEQ7QUEzTVksOENBQWlCO0FBNk05Qjs7Ozs7Ozs7O0dBU0c7QUFDSCxTQUFlLGdCQUFnQixDQUM3QixFQUFZLEVBQ1osUUFBZ0IsRUFDaEIsTUFBYyxFQUNkLEtBQWE7Ozs7OztvQkFFUCxVQUFVLEdBQUcsbUJBQW1CLENBQUMsUUFBUSxDQUFDLENBQUE7b0JBRWpDLHFCQUFNLEVBQUUsQ0FBQyxHQUFHLENBQUMscUNBQThCLFVBQVUsdUJBQWEsS0FBSyxxQkFBVyxNQUFNLENBQUUsQ0FBQyxFQUFBOztvQkFBcEcsTUFBTSxHQUFHLFNBQTJGO29CQUMxRyxhQUFhLENBQUMsTUFBTSxDQUFDLENBQUE7b0JBQ3JCLHNCQUFPLE1BQU0sRUFBQTs7OztDQUNkO0FBRUQsU0FBUyxtQkFBbUIsQ0FBQyxRQUFnQjtJQUMzQyxPQUFPLFlBQUssUUFBUSxxQ0FBa0MsQ0FBQTtBQUN4RCxDQUFDO0FBRUQsa0VBQWtFO0FBQ2xFLG1GQUFtRjtBQUNuRixTQUFnQixhQUFhLENBQUMsUUFBbUM7OztRQUMvRCxLQUFrQixJQUFBLGFBQUEsU0FBQSxRQUFRLENBQUEsa0NBQUEsd0RBQUU7WUFBdkIsSUFBTSxHQUFHLHFCQUFBOztnQkFDWixLQUFrQixJQUFBLG9CQUFBLFNBQUEsTUFBTSxDQUFDLElBQUksQ0FBQyxHQUFHLENBQUMsQ0FBQSxDQUFBLGdCQUFBLDRCQUFFO29CQUEvQixJQUFNLEdBQUcsV0FBQTtvQkFDWixHQUFHLENBQUMsR0FBRyxDQUFDLEdBQUcsY0FBYyxDQUFDLEdBQUcsQ0FBQyxHQUFHLENBQUMsQ0FBQyxDQUFBO2lCQUNwQzs7Ozs7Ozs7O1NBQ0Y7Ozs7Ozs7OztBQUNILENBQUM7QUFORCxzQ0FNQztBQUVELFNBQVMsY0FBYyxDQUFDLEtBQWM7SUFDcEMsSUFBSSxLQUFLLEtBQUssSUFBSSxJQUFJLEtBQUssS0FBSyxTQUFTLEVBQUU7UUFDekMsT0FBTyxJQUFJLENBQUE7S0FDWjtTQUFNO1FBQ0wsT0FBTyxJQUFBLDZCQUFnQixFQUFDLEtBQUssQ0FBQyxDQUFBO0tBQy9CO0FBQ0gsQ0FBQyJ9