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/** * Copyright (c) 2017 ~ present NAVER Corp. * billboard.js project is licensed under the MIT license */import {isUndefined, isDefined, isObject, isValue, notEmpty, isArray} from "../../module/util";import {runWorker} from "../../module/worker";import {columns, json, rows, url} from "./convert.helper";import type {IData} from "../data/IData";
/** * Get data key for JSON * @param {string|object} keysParam Key params * @param {object} config Config object * @returns {string} Data key * @private */function getDataKeyForJson(keysParam, config) {	const keys = keysParam || config?.data_keys;
	if (keys?.x) {		config.data_x = keys.x;	}
	return keys;}
/** * Data convert * @memberof ChartInternal * @private */export default {	/**	 * Convert data according its type	 * @param {object} args data object	 * @param {Function} [callback] callback for url(XHR) type loading	 * @private	 */	convertData(args, callback: Function): void {		const {config} = this;		const useWorker = config.boost_useWorker;		let data = args;
		if (args.bindto) {			data = {};
			["url", "mimeType", "headers", "keys", "json", "keys", "rows", "columns"]				.forEach(v => {					const key = `data_${v}`;
					if (key in args) {						data[v] = args[key];					}				});		}
		if (data.url && callback) {			url(data.url, data.mimeType, data.headers,				getDataKeyForJson(data.keys, config),				callback			);		} else if (data.json) {			runWorker(useWorker, json, callback, [columns, rows])(				data.json,				getDataKeyForJson(data.keys, config)			);		} else if (data.rows) {			runWorker(useWorker, rows, callback)(data.rows);		} else if (data.columns) {			runWorker(useWorker, columns, callback)(data.columns);		} else if (args.bindto) {			throw Error("url or json or rows or columns is required.");		}	},
	convertDataToTargets(data: {[key:string]: number|null}[], appendXs: boolean): IData[] {		const $$ = this;		const {axis, config, state} = $$;		let isCategorized = false;		let isTimeSeries = false;		let isCustomX = false;
		if (axis) {			isCategorized = axis.isCategorized();			isTimeSeries = axis.isTimeSeries();			isCustomX = axis.isCustomX();		}
		const dataKeys = Object.keys(data[0] || {});		const ids = dataKeys.length ? dataKeys.filter($$.isNotX, $$) : [];		const xs = dataKeys.length ? dataKeys.filter($$.isX, $$) : [];
		let xsData;
		// save x for update data by load when custom x and bb.x API		ids.forEach(id => {			const xKey = this.getXKey(id);
			if (isCustomX || isTimeSeries) {				// if included in input data				if (xs.indexOf(xKey) >= 0) {					xsData = ((appendXs && $$.data.xs[id]) || [])						.concat(							data.map(d => d[xKey])								.filter(isValue)								.map((rawX, i) => $$.generateTargetX(rawX, id, i))						);				} else if (config.data_x) {					// if not included in input data, find from preloaded data of other id's x					xsData = this.getOtherTargetXs();				} else if (notEmpty(config.data_xs)) {					// if not included in input data, find from preloaded data					xsData = $$.getXValuesOfXKey(xKey, $$.data.targets);				}				// MEMO: if no x included, use same x of current will be used			} else {				xsData = data.map((d, i) => i);			}
			xsData && (this.data.xs[id] = xsData);		});
		// check x is defined		ids.forEach(id => {			if (!this.data.xs[id]) {				throw new Error(`x is not defined for id = "${id}".`);			}		});
		// convert to target		const targets = ids.map((id, index) => {			const convertedId = config.data_idConverter.bind($$.api)(id);			const xKey = $$.getXKey(id);			const isCategory = isCustomX && isCategorized;			const hasCategory = isCategory && data.map(v => v.x)				.every(v => config.axis_x_categories.indexOf(v) > -1);
			// when .load() with 'append' option is used for indexed axis			// @ts-ignore			const isDataAppend = data.__append__;			const xIndex = xKey === null && isDataAppend ?				$$.api.data.values(id).length : 0;
			return {				id: convertedId,				id_org: id,				values: data.map((d, i) => {					const rawX = d[xKey];					let value = d[id];					let x;
					value = value !== null && !isNaN(value) && !isObject(value) ?						+value : (isArray(value) || isObject(value) ? value : null);
					// use x as categories if custom x and categorized					if ((isCategory || state.hasRadar) && index === 0 && !isUndefined(rawX)) {						if (!hasCategory && index === 0 && i === 0 && !isDataAppend) {							config.axis_x_categories = [];						}
						x = config.axis_x_categories.indexOf(rawX);
						if (x === -1) {							x = config.axis_x_categories.length;							config.axis_x_categories.push(rawX);						}					} else {						x = $$.generateTargetX(rawX, id, xIndex + i);					}
					// mark as x = undefined if value is undefined and filter to remove after mapped					if (isUndefined(value) || $$.data.xs[id].length <= i) {						x = undefined;					}
					return {						x,						value,						id: convertedId,						index: -1					};				}).filter(v => isDefined(v.x))			};		});
		// finish targets		targets.forEach(t => {			// sort values by its x			if (config.data_xSort) {				t.values = t.values.sort((v1, v2) => {					const x1 = v1.x || v1.x === 0 ? v1.x : Infinity;					const x2 = v2.x || v2.x === 0 ? v2.x : Infinity;
					return x1 - x2;				});			}
			// indexing each value			t.values.forEach((v, i) => (v.index = i));
			// this needs to be sorted because its index and value.index is identical			$$.data.xs[t.id].sort((v1, v2) => v1 - v2);		});
		// cache information about values		state.hasNegativeValue = $$.hasNegativeValueInTargets(targets);		state.hasPositiveValue = $$.hasPositiveValueInTargets(targets);
		// set target types		if (config.data_type) {			$$.setTargetType($$.mapToIds(targets)				.filter(id => !(id in config.data_types)), config.data_type);		}
		// cache as original id keyed		targets.forEach(d => $$.cache.add(d.id_org, d, true));
		return targets as IData[];	}};