List.js 29.1 KB
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/**
 * List for data storage
 * @module echarts/data/List
 */
define(function (require) {

    var UNDEFINED = 'undefined';
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    var globalObj = typeof window === 'undefined' ? global : window;
    var Float64Array = typeof globalObj.Float64Array === UNDEFINED
        ? Array : globalObj.Float64Array;
    var Int32Array = typeof globalObj.Int32Array === UNDEFINED
        ? Array : globalObj.Int32Array;
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    var dataCtors = {
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        'float': Float64Array,
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        'int': Int32Array,
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        // Ordinal data type can be string or int
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        'ordinal': Array,
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        'number': Array
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    };
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    var Model = require('../model/Model');
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    var DataDiffer = require('./DataDiffer');
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    var zrUtil = require('zrender/core/util');
    var isObject = zrUtil.isObject;
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    var IMMUTABLE_PROPERTIES = [
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        'stackedOn', '_nameList', '_idList',
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        '_rawData', '_valueProp', '_optionModels',
        // Get raw value may be wrapped by creator
        // FIXME
        'getRawValue'
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    ];

    var transferImmuProperties = function (a, b) {
        zrUtil.each(IMMUTABLE_PROPERTIES, function (propName) {
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            if (b.hasOwnProperty(propName)) {
                a[propName] = b[propName];
            }
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        });
    };
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    /**
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     * @constructor
     * @alias module:echarts/data/List
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     *
     * @param {Array.<string>} dimensions
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     *        Dimensions should be concrete names like x, y, z, lng, lat, angle, radius
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     * @param {module:echarts/model/Model} hostModel
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     */
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    var List = function (dimensions, hostModel) {
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        dimensions = dimensions || ['x', 'y'];

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        var dimensionInfos = {};
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        var dimensionNames = [];
        for (var i = 0; i < dimensions.length; i++) {
            var dimensionName;
            var dimensionInfo = {};
            if (typeof dimensions[i] === 'string') {
                dimensionName = dimensions[i];
                dimensionInfo = {
                    name: dimensionName,
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                    stackable: false,
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                    // Type can be 'float', 'int', 'number'
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                    // Default is number, Precision of float may not enough
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                    type: 'number'
                };
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            }
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            else {
                dimensionInfo = dimensions[i];
                dimensionName = dimensionInfo.name;
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                dimensionInfo.type = dimensionInfo.type || 'number';
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            }
            dimensionNames.push(dimensionName);
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            dimensionInfos[dimensionName] = dimensionInfo;
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        }
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        /**
         * @readOnly
         * @type {Array.<string>}
         */
        this.dimensions = dimensionNames;
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        /**
         * Infomation of each data dimension, like data type.
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         * @type {Object}
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         */
        this._dimensionInfos = dimensionInfos;
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        /**
         * @type {module:echarts/model/Model}
         */
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        this.hostModel = hostModel;
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        /**
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         * Indices stores the indices of data subset after filtered.
         * This data subset will be used in chart.
         * @type {Array.<number>}
         * @readOnly
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         */
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        this.indices = [];
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        /**
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         * Data storage
         * @type {Object.<key, TypedArray|Array>}
         * @private
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         */
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        this._storage = {};
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        /**
         * @type {Array.<string>}
         */
        this._nameList = [];
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        /**
         * @type {Array.<string>}
         */
        this._idList = [];
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        /**
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         * Models of data option is stored sparse for optimizing memory cost
         * @type {Array.<module:echarts/model/Model>}
         * @private
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         */
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        this._optionModels = [];
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        /**
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         * @param {module:echarts/data/List}
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         */
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        this.stackedOn = null;
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        /**
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         * Global visual properties after visual coding
         * @type {Object}
         * @private
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         */
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        this._visual = {};
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        /**
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         * Item visual properties after visual coding
         * @type {Array.<Object>}
         * @private
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         */
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        this._itemVisuals = [];
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        /**
         * Item layout properties after layout
         * @type {Array.<Object>}
         * @private
         */
        this._itemLayouts = [];

        /**
         * Graphic elemnents
         * @type {Array.<module:zrender/Element>}
         * @private
         */
        this._graphicEls = [];
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        /**
         * Raw data
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         * @private
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         */
        this._rawData = [];
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        /**
         * @private
         */
        this._valueProp;
    };
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    var listProto = List.prototype;

    listProto.type = 'list';

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    /**
     * Get dimension name
     * @param {string|number} dim
     *        Dimension can be concrete names like x, y, z, lng, lat, angle, radius
     *        Or a ordinal number. For example getDimensionInfo(0) will return 'x' or 'lng' or 'radius'
     */
    listProto.getDimension = function (dim) {
        if (!isNaN(dim)) {
            dim = this.dimensions[dim] || dim;
        }
        return dim;
    };
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    /**
     * Get type and stackable info of particular dimension
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     * @param {string|number} dim
     *        Dimension can be concrete names like x, y, z, lng, lat, angle, radius
     *        Or a ordinal number. For example getDimensionInfo(0) will return 'x' or 'lng' or 'radius'
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     */
    listProto.getDimensionInfo = function (dim) {
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        return this._dimensionInfos[this.getDimension(dim)];
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    };

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    /**
     * Initialize from data
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     * @param {Array.<Object|number|Array>} data
     * @param {Array.<string>} [nameList]
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     * @param {string} [valueProp='value']
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     * @param {boolean} [addOrdinal=false]
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     */
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    listProto.initData = function (data, nameList, valueProp, addOrdinal) {
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        data = data || [];
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        valueProp = valueProp || 'value';
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        this._rawData = data;
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        this._valueProp = valueProp;
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        // Clear
        var optionModels = this._optionModels = [];
        var storage = this._storage = {};
        var indices = this.indices = [];

        var dimensions = this.dimensions;
        var size = data.length;
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        var dimensionInfoMap = this._dimensionInfos;
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        var idList = [];
        var nameRepeatCount = {};

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        nameList = nameList || [];

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        // Init storage
        for (var i = 0; i < dimensions.length; i++) {
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            var dimInfo = dimensionInfoMap[dimensions[i]];
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            var DataCtor = dataCtors[dimInfo.type];
            storage[dimensions[i]] = new DataCtor(size);
        }

        // Special storage of indices of option model
        // It is used for indexing the model in List#_optionModels
        var optionModelIndices = storage.$optionModelIndices = new Int32Array(size);

        var tempValue = [];
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        var rawValueTo1D = false;
        var value1D = dimensions.length === 1;
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        // Use the first data to indicate data type;
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        var isValueArray = data[0] != null && zrUtil.isArray(
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            data[0][valueProp] == null ? data[0] : data[0][valueProp]
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        );
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        for (var idx = 0; idx < data.length; idx++) {
            var value = data[idx];
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            // Each data item is an option contains value or other properties
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            // {
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            //  value:
            //  itemStyle:
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            // }
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            if (data[idx] != null && (typeof data[idx] === 'object') && !zrUtil.isArray(data[idx])) {
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                value = data[idx][valueProp];
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                var model = new Model(data[idx], this.hostModel, this.hostModel.ecModel);

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                var modelIdx = optionModels.length;
                optionModelIndices[idx] = modelIdx;
                optionModels.push(model);
            }
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            // Each data item is value
            // [1, 2]
            // 2
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            else {
                // Reference to the undefined
                optionModelIndices[idx] = -1;
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            }
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            // Bar chart, line chart which uses category axis
            // only gives the 'y' value. 'x' value is the indices of cateogry
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            // Use a tempValue to normalize the value to be a (x, y) value
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            if (!isValueArray) {
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                if (!value1D) {
                    tempValue[0] = idx;
                    tempValue[1] = value;
                    value = tempValue;
                    rawValueTo1D = true;
                }
                // Pie chart is 1D
                else {
                    tempValue[0] = value;
                    value = tempValue;
                }
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            }

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            // Store the data by dimensions
            for (var k = 0; k < dimensions.length; k++) {
                var dim = dimensions[k];
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                var dimInfo = dimensionInfoMap[dim];
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                var dimStorage = storage[dim];
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                var dimValue = addOrdinal
                    ? (!k ? idx : value[k - 1])
                    : value[k];
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                // PENDING NULL is empty or zero
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                switch (dimInfo.type) {
                    case 'float':
                    case 'number':
                        dimValue = +dimValue;
                        break;
                    case 'int':
                        dimValue = dimValue | 0;
                        break;
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                }
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                dimStorage[idx] = dimValue;
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            }

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            indices.push(idx);
        }
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        // Use the name in option and create id
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        for (var i = 0; i < optionModelIndices.length; i++) {
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            var id = '';
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            if (!nameList[i]) {
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                var modelIdx = optionModelIndices[i];
                var model = optionModels[modelIdx];
                if (model && model.option) {
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                    nameList[i] = model.option.name;
                    // Try using the id in option
                    id = model.option.id;
                }
            }
            var name = nameList[i] || '';
            if (!id && name) {
                // Use name as id and add counter to avoid same name
                nameRepeatCount[name] = nameRepeatCount[name] || 0;
                id = name;
                if (nameRepeatCount[name] > 0) {
                    id += '__ec__' + nameRepeatCount[name];
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                }
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                nameRepeatCount[name]++;
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            }
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            id && (idList[i] = id);
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        }

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        this._nameList = nameList;
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        this._idList = idList;
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    };

    /**
     * @return {number}
     */
    listProto.count = function () {
        return this.indices.length;
    };

    /**
     * Get value
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     * @param {string} dim Dim must be concrete name.
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     * @param {number} idx
     * @param {boolean} stack
     * @return {number}
     */
    listProto.get = function (dim, idx, stack) {
        var storage = this._storage;
        var dataIndex = this.indices[idx];

        var value = storage[dim] && storage[dim][dataIndex];
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        var dimensionInfo = this._dimensionInfos[dim];
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        // FIXME ordinal data type is not stackable
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        if (stack && dimensionInfo && dimensionInfo.stackable) {
            var stackedOn = this.stackedOn;
            while (stackedOn) {
                // Get no stacked data of stacked on
                var stackedValue = stackedOn.get(dim, idx);
                // Considering positive stack, negative stack and empty data
                if ((value >= 0 && stackedValue > 0)  // Positive stack
                    || (value <= 0 && stackedValue < 0) // Negative stack
                ) {
                    value += stackedValue;
                }
                stackedOn = stackedOn.stackedOn;
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            }
        }
        return value;
    };
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    /**
     * Get value for multi dimensions.
     * @param {Array.<string>} [dimensions] If ignored, using all dimensions.
     * @param {number} idx
     * @param {boolean} stack
     * @return {number}
     */
    listProto.getValues = function (dimensions, idx, stack) {
        var values = [];

        if (!zrUtil.isArray(dimensions)) {
            stack = idx;
            idx = dimensions;
            dimensions = this.dimensions;
        }

        for (var i = 0, len = dimensions.length; i < len; i++) {
            values.push(this.get(dimensions[i], idx, stack));
        }

        return values;
    };

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    /**
     * If value is NaN. Inlcuding '-'
     * @param {string} dim
     * @param {number} idx
     * @return {number}
     */
    listProto.hasValue = function (idx) {
        var dimensions = this.dimensions;
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        var dimensionInfos = this._dimensionInfos;
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        for (var i = 0, len = dimensions.length; i < len; i++) {
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            if (
                // Ordinal type can be string or number
                dimensionInfos[dimensions[i]].type !== 'ordinal'
                && isNaN(this.get(dimensions[i], idx))
            ) {
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                return false;
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            }
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        }
        return true;
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    };
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    /**
     * Get extent of data in one dimension
     * @param {string} dim
     * @param {boolean} stack
     */
    listProto.getDataExtent = function (dim, stack) {
        var dimData = this._storage[dim];
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        var dimInfo = this.getDimensionInfo(dim);
        stack = (dimInfo && dimInfo.stackable) && stack;
        var dimExtent = (this._extent || (this._extent = {}))[dim + (!!stack)];
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        var value;
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        if (dimExtent) {
            return dimExtent;
        }
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        // var dimInfo = this._dimensionInfos[dim];
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        if (dimData) {
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            var min = Infinity;
            var max = -Infinity;
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            // var isOrdinal = dimInfo.type === 'ordinal';
            for (var i = 0, len = this.count(); i < len; i++) {
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                value = this.get(dim, i, stack);
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                // FIXME
                // if (isOrdinal && typeof value === 'string') {
                //     value = zrUtil.indexOf(dimData, value);
                //     console.log(value);
                // }
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                value < min && (min = value);
                value > max && (max = value);
            }
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            return (this._extent[dim + stack] = [min, max]);
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        }
        else {
            return [Infinity, -Infinity];
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        }
    };
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    /**
     * Get sum of data in one dimension
     * @param {string} dim
     * @param {boolean} stack
     */
    listProto.getSum = function (dim, stack) {
        var dimData = this._storage[dim];
        var sum = 0;
        if (dimData) {
            for (var i = 0, len = this.count(); i < len; i++) {
                var value = this.get(dim, i, stack);
                if (!isNaN(value)) {
                    sum += value;
                }
            }
        }
        return sum;
    };
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    /**
     * Get raw value
     * @param {number} idx
     * @return {number}
     */
    listProto.getRawValue = function (idx) {
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        idx = this.getRawIndex(idx);
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        var itemOpt = this._rawData[idx];
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        var valueProp = this._valueProp;
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        // FIXME Value may not exist in data item object when data is links
        // if (itemOpt && itemOpt.hasOwnProperty(valueProp)) {
        //     return itemOpt[valueProp];
        // }
        if (zrUtil.isObject(itemOpt) && !zrUtil.isArray(itemOpt)) {
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            return itemOpt[valueProp];
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        }
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        return itemOpt;
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    };
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    /**
     * Retreive the index with given value
     * @param {number} idx
     * @param {number} value
     * @return {number}
     */
    // FIXME Precision of float value
    listProto.indexOf = function (dim, value) {
        var storage = this._storage;
        var dimData = storage[dim];
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        var indices = this.indices;
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        if (dimData) {
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            for (var i = 0, len = indices.length; i < len; i++) {
                var rawIndex = indices[i];
                if (dimData[rawIndex] === value) {
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                    return i;
                }
            }
        }
        return -1;
    };

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    /**
     * Retreive the index with given name
     * @param {number} idx
     * @param {number} name
     * @return {number}
     */
    listProto.indexOfName = function (name) {
        var indices = this.indices;
        var nameList = this._nameList;

        for (var i = 0, len = indices.length; i < len; i++) {
            var rawIndex = indices[i];
            if (nameList[rawIndex] === name) {
                return i;
            }
        }

        return -1;
    };

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    /**
     * Retreive the index of nearest value
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     * @param {string|Array.<string>} dim
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     * @param {number} value
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     * @param {boolean} stack If given value is after stacked
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     * @return {number}
     */
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    listProto.indexOfNearest = function (dim, value, stack) {
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        if (!zrUtil.isArray(dim)) {
            dim = dim ? [dim] : [];
        }
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        var storage = this._storage;
        var dimData = storage[dim];

        if (dimData) {
            var minDist = Number.MAX_VALUE;
            var nearestIdx = -1;
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            for (var j = 0, lenj = dim.length; j < lenj; j++) {
                for (var i = 0, len = this.count(); i < len; i++) {
                    var dist = Math.abs(this.get(dim[j], i, stack) - value);
                    if (dist <= minDist) {
                        minDist = dist;
                        nearestIdx = i;
                    }
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                }
            }
            return nearestIdx;
        }
        return -1;
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    };
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    /**
     * Get raw data index
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     * @param {number} idx
     * @return {number}
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     */
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    listProto.getRawIndex = function (idx) {
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        var rawIdx = this.indices[idx];
        return rawIdx == null ? -1 : rawIdx;
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    };
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    /**
     * @param {number} idx
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     * @param {boolean} [notDefaultIdx=false]
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     * @return {string}
     */
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    listProto.getName = function (idx) {
        return this._nameList[this.indices[idx]] || '';
    };

    /**
     * @param {number} idx
     * @param {boolean} [notDefaultIdx=false]
     * @return {string}
     */
    listProto.getId = function (idx) {
        return this._idList[this.indices[idx]] || (this.getRawIndex(idx) + '');
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    };


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    function normalizeDimensions(dimensions) {
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        if (!zrUtil.isArray(dimensions)) {
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            dimensions = [dimensions];
        }
        return dimensions;
    }
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    /**
     * Data iteration
     * @param {string|Array.<string>}
     * @param {Function} cb
     * @param {boolean} [stack=false]
     * @param {*} [context=this]
     *
     * @example
     *  list.each('x', function (x, idx) {});
     *  list.each(['x', 'y'], function (x, y, idx) {});
     *  list.each(function (idx) {})
     */
    listProto.each = function (dimensions, cb, stack, context) {
        if (typeof dimensions === 'function') {
            context = stack;
            stack = cb;
            cb = dimensions;
            dimensions = [];
        }
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        dimensions = zrUtil.map(
            normalizeDimensions(dimensions), this.getDimension, this
        );
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        var value = [];
        var dimSize = dimensions.length;
        var indices = this.indices;
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        context = context || this;
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        for (var i = 0; i < indices.length; i++) {
            if (dimSize === 0) {
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                cb.call(context, i);
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            }
            // Simple optimization
            else if (dimSize === 1) {
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                cb.call(context, this.get(dimensions[0], i, stack), i);
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            }
            else {
                for (var k = 0; k < dimSize; k++) {
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                    value[k] = this.get(dimensions[k], i, stack);
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                }
                // Index
                value[k] = i;
                cb.apply(context, value);
            }
        }
    };
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    /**
     * Data filter
     * @param {string|Array.<string>}
     * @param {Function} cb
     * @param {boolean} [stack=false]
     * @param {*} [context=this]
     */
    listProto.filterSelf = function (dimensions, cb, stack, context) {
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        if (typeof dimensions === 'function') {
            context = stack;
            stack = cb;
            cb = dimensions;
            dimensions = [];
        }

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        dimensions = zrUtil.map(
            normalizeDimensions(dimensions), this.getDimension, this
        );
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        var newIndices = [];
        var value = [];
        var dimSize = dimensions.length;
        var indices = this.indices;

        context = context || this;

        for (var i = 0; i < indices.length; i++) {
            var keep;
            // Simple optimization
            if (dimSize === 1) {
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                keep = cb.call(
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                    context, this.get(dimensions[0], i, stack), i
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                );
            }
            else {
                for (var k = 0; k < dimSize; k++) {
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                    value[k] = this.get(dimensions[k], i, stack);
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                }
                value[k] = i;
                keep = cb.apply(context, value);
            }
            if (keep) {
                newIndices.push(indices[i]);
            }
        }
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        this.indices = newIndices;
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        // Reset data extent
        this._extent = {};

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        return this;
    };
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    /**
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     * Data mapping to a plain array
     * @param {string|Array.<string>} [dimensions]
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     * @param {Function} cb
     * @param {boolean} [stack=false]
     * @param {*} [context=this]
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     * @return {Array}
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     */
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    listProto.mapArray = function (dimensions, cb, stack, context) {
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        if (typeof dimensions === 'function') {
            context = stack;
            stack = cb;
            cb = dimensions;
            dimensions = [];
        }
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        var result = [];
        this.each(dimensions, function () {
            result.push(cb && cb.apply(this, arguments));
        }, stack, context);
        return result;
    };

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    /**
     * Data mapping to a new List with given dimensions
     * @param {string|Array.<string>} dimensions
     * @param {Function} cb
     * @param {boolean} [stack=false]
     * @param {*} [context=this]
     * @return {Array}
     */
    listProto.map = function (dimensions, cb, stack, context) {
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        dimensions = zrUtil.map(
            normalizeDimensions(dimensions), this.getDimension, this
        );
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        var allDimensions = this.dimensions;
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        var list = new List(
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            zrUtil.map(allDimensions, this.getDimensionInfo, this),
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            this.hostModel
        );

        // Following properties are all immutable.
        // So we can reference to the same value
        var indices = list.indices = this.indices;

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        // FIXME If needs stackedOn, value may already been stacked
        transferImmuProperties(list, this);
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        var storage = list._storage = {};
        var thisStorage = this._storage;

        // Init storage
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        for (var i = 0; i < allDimensions.length; i++) {
            var dim = allDimensions[i];
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            var dimStore = thisStorage[dim];
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            if (zrUtil.indexOf(dimensions, dim) >= 0) {
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                storage[dim] = new dimStore.constructor(
                    thisStorage[dim].length
                );
            }
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            else {
                // Direct copy for other dimensions
                storage[dim] = thisStorage[dim];
            }
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        }

        storage.$optionModelIndices = thisStorage.$optionModelIndices;

        var tmpRetValue = [];
        this.each(dimensions, function () {
            var idx = arguments[arguments.length - 1];
            var retValue = cb && cb.apply(this, arguments);
            if (retValue != null) {
                // a number
                if (typeof retValue === 'number') {
                    tmpRetValue[0] = retValue;
                    retValue = tmpRetValue;
                }
                for (var i = 0; i < retValue.length; i++) {
                    var dim = dimensions[i];
                    var dimStore = storage[dim];
                    var rawIdx = indices[idx];
                    if (dimStore) {
                        dimStore[rawIdx] = retValue[i];
                    }
                }
            }
        });

        return list;
    };

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    var temporaryModel = new Model(null);
    /**
     * Get model of one data item.
     * It will create a temporary model if value on idx is not an option.
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     *
     * @param {number} idx
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     * @param {boolean} [createNew=false]
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     */
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    // FIXME Model proxy ?
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    listProto.getItemModel = function (idx, createNew) {
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        var storage = this._storage;
        var optionModelIndices = storage.$optionModelIndices;
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        var modelIndex = optionModelIndices && optionModelIndices[this.indices[idx]];
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        var model = this._optionModels[modelIndex];

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        var hostModel = this.hostModel;
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        if (!model) {
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            // Use a temporary model proxy if value on idx is not an option.
            // FIXME Create a new one may cause memory leak
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            if (createNew) {
                model = new Model(null, hostModel);
            }
            else {
                model = temporaryModel;
                model.parentModel = hostModel;
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                model.ecModel = hostModel.ecModel;
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            }
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        }
        return model;
    };

    /**
     * Create a data differ
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     * @param {module:echarts/data/List} otherList
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     * @return {module:echarts/data/DataDiffer}
     */
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    listProto.diff = function (otherList) {
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        var idList = this._idList;
837
        return new DataDiffer(
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            otherList ? otherList.indices : [], this.indices, function (idx) {
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                return idList[idx] || (idx + '');
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            }
        );
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    };
    /**
     * Get visual property.
     * @param {string} key
     */
    listProto.getVisual = function (key) {
        var visual = this._visual;
        return visual && visual[key];
    };

    /**
     * Set visual property
     * @param {string|Object} key
     * @param {*} [value]
     *
     * @example
     *  setVisual('color', color);
     *  setVisual({
     *      'color': color
     *  });
     */
    listProto.setVisual = function (key, val) {
        if (isObject(key)) {
            for (var name in key) {
                if (key.hasOwnProperty(name)) {
                    this.setVisual(name, key[name]);
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                }
            }
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            return;
        }
        this._visual = this._visual || {};
        this._visual[key] = val;
    };
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    /**
     * Get layout of single data item
     * @param {number} idx
     */
    listProto.getItemLayout = function (idx) {
        return this._itemLayouts[idx];
    },
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    /**
     * Set layout of single data item
     * @param {number} idx
     * @param {Object} layout
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     * @param {boolean=} [merge=false]
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     */
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    listProto.setItemLayout = function (idx, layout, merge) {
        this._itemLayouts[idx] = merge
            ? zrUtil.extend(this._itemLayouts[idx] || {}, layout)
            : layout;
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    },
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    /**
     * Get visual property of single data item
     * @param {number} idx
     * @param {string} key
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     * @param {boolean} ignoreParent
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     */
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    listProto.getItemVisual = function (idx, key, ignoreParent) {
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        var itemVisual = this._itemVisuals[idx];
        var val = itemVisual && itemVisual[key];
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        if (val == null && !ignoreParent) {
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            // Use global visual property
            return this.getVisual(key);
        }
        return val;
    },

    /**
     * Set visual property of single data item
     *
     * @param {number} idx
     * @param {string|Object} key
     * @param {*} [value]
     *
     * @example
     *  setItemVisual(0, 'color', color);
     *  setItemVisual(0, {
     *      'color': color
     *  });
     */
    listProto.setItemVisual = function (idx, key, value) {
        var itemVisual = this._itemVisuals[idx] || {};
        this._itemVisuals[idx] = itemVisual;

        if (isObject(key)) {
            for (var name in key) {
                if (key.hasOwnProperty(name)) {
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                    itemVisual[name] = key[name];
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                }
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            }
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            return;
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        }
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        itemVisual[key] = value;
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    };

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    var setItemDataAndSeriesIndex = function (child) {
        child.seriesIndex = this.seriesIndex;
        child.dataIndex = this.dataIndex;
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    };
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    /**
945
     * Set graphic element relative to data. It can be set as null
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     * @param {number} idx
947
     * @param {module:zrender/Element} [el]
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     */
    listProto.setItemGraphicEl = function (idx, el) {
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        var hostModel = this.hostModel;
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        if (el) {
            // Add data index and series index for indexing the data by element
            // Useful in tooltip
            el.dataIndex = idx;
            el.seriesIndex = hostModel && hostModel.seriesIndex;
            if (el.type === 'group') {
                el.traverse(setItemDataAndSeriesIndex, el);
            }
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        }
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        this._graphicEls[idx] = el;
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    };

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    /**
     * @param {number} idx
     * @return {module:zrender/Element}
     */
    listProto.getItemGraphicEl = function (idx) {
        return this._graphicEls[idx];
    };

    /**
     * @param {Function} cb
     * @param {*} context
     */
    listProto.eachItemGraphicEl = function (cb, context) {
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        zrUtil.each(this._graphicEls, function (el, idx) {
            if (el) {
                cb && cb.call(context, el, idx);
            }
        });
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    };

    /**
     * Shallow clone a new list except visual and layout properties, and graph elements.
     * New list only change the indices.
     */
    listProto.cloneShallow = function () {
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        var dimensionInfoList = zrUtil.map(this.dimensions, this.getDimensionInfo, this);
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        var list = new List(dimensionInfoList, this.hostModel);
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        // FIXME
        list._storage = this._storage;
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        transferImmuProperties(list, this);
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        list.indices = this.indices.slice();
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        return list;
    };
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    return List;
});