gxt_app/uni_modules/tui-xechars/libs/util.uts

import {
	ChartOptionsTooltipOption,
	ChartOptionsTooltip, ChartOptionsExtraCandleAverage, ChartOptionsExtraMarkLineData, ChartOptionsExtraTooltip,
	ChartOptionsSeriesData, ChartOptionsChartDataYAxisDataYAxisWidth, ChartColumnDataPoints, ChartOptionsChartDataCalPoints, ChartOptionsChartDataCategoriesData,
	ChartOptionsChartDataXAxisData, ChartRange, ChartOptionsChartDataYAxisData, ChartOptions, ChartOptionsChartData, ChartOptionsChartDataLegendData,
	ChartOptionsExtraColumn, ChartOptionsExtraMarkLine, ChartOptionsSeries, ChartOptionsYAxisData, TextList, Offset,
	ChartOptionsChartDataLegendDataArea, ChartOptionsExtraMount, ChartOptionsExtra, ChartOptionsExtraBar, ChartOptionsChartDataToolTiPData,
	ChartOptionsExtraLine, ChartOptionsExtraRadar, ChartOptionsExtraFunnel, ChartCurveControlPoints, ChartOptionsChartDataLegendDataAreaXY,
	ChartOptionsExtraArcbar, ChartOptionsExtraArea, ChartOptionsExtraPie, ChartOptionsExtraMixLine, ChartOptionsExtraMixArea, ChartOptionsExtraMixColumn,
	ChartOptionsExtraCandle, ChartOptionsExtraGauge, ChartsCandleDataPoints, ChartMapBounds, ChartOptionsChartDataMapData, TuiChartsInterface
} from './type'
import { TuiChartConfig } from './config.uts'
import { ChartAnimationOption, TouchPosition, ChartScrollOption } from './Interface.uts'
export function getToolTipData(seriesData : ChartOptionsSeries[], opts : ChartOptions, index : any, group : number[], categories : string[], option : ChartOptionsTooltipOption) : ChartOptionsTooltipOption {
	let calPoints : ChartOptionsChartDataCalPoints[][] = opts.chartData.calPoints != null ? opts.chartData.calPoints! : [];
	let points : ChartOptionsChartDataCalPoints = new ChartOptionsChartDataCalPoints()
	if (group.length > 0) {
		let filterPoints : ChartOptionsChartDataCalPoints[][] = [];
		for (let i = 0; i < group.length; i++) {
			filterPoints.push(calPoints[group[i]])
		}
		points = filterPoints[0][(index as number[])[0]];
	} else {
		for (let i = 0; i < calPoints.length; i++) {
			const ix = index as number
			const posArr : ChartOptionsChartDataCalPoints[] = calPoints[i]
			if (posArr.length > ix) {
				points = posArr[ix];
				break;
			}
		}
	};
	let textList : TextList[] = seriesData.map((item : ChartOptionsSeries) : TextList => {
		let titleText = '';
		if (opts.categories != null && opts.categories!.length > 0) {
			titleText = categories[index as number];
		};
		const textitem = new TextList()
		// textitem.text = option.formatter != null ? option.formatter(item, titleText, index, opts) : titleText + ' ' + item.name + ': ' + (`${item.data.value}`)
		if (option.formatter != null) {
			const fun = option.formatter as (item : ChartOptionsSeries, titleText : string, index : any, opts : ChartOptions) => string
			textitem.text = fun(item, titleText, index, opts)
		} else {
			textitem.text = titleText + ' ' + item.name + ': ' + (`${item.data![0].value}`)
		}
		textitem.color = item.color!
		textitem.legendShape = opts.extra.tooltip!.legendShape == 'auto' ? item.legendShape! : opts.extra.tooltip!.legendShape
		return textitem
	});
	const offset = new Offset()
	offset.x = Math.round(points.x)
	offset.y = Math.round(points.y)
	const tooltipOption = new ChartOptionsTooltipOption()
	tooltipOption.textList = textList
	tooltipOption.offset = offset
	return tooltipOption
	// return {
	// 	textList: textList,
	// 	offset: offset
	// };
}
function filterSeries(series : ChartOptionsSeries[]) : ChartOptionsSeries[] {
	let tempSeries : ChartOptionsSeries[] = [];
	for (let i = 0; i < series.length; i++) {
		if (series[i].show == true) {
			tempSeries.push(series[i])
		}
	}
	return tempSeries;
}
export function getSeriesDataItem(series : ChartOptionsSeries[], index : any, group : number[]) : ChartOptionsSeries[] {
	let data : ChartOptionsSeries[] = [];
	let newSeries : ChartOptionsSeries[] = [];
	let indexIsArr = Array.isArray(index);
	if (indexIsArr) {
		let tempSeries = filterSeries(series);
		for (let i = 0; i < group.length; i++) {
			newSeries.push(tempSeries[group[i]]);
		}
	} else {
		newSeries = series;
	};
	for (let i = 0; i < newSeries.length; i++) {
		let item : ChartOptionsSeries = newSeries[i];
		let tmpindex : number;
		if (indexIsArr) {
			tmpindex = (index as number[])[i];
		} else {
			tmpindex = index as number;
		}

		if (item.data != null && item.data!.length > 0 && item.show) {
			let seriesItem = new ChartOptionsSeries()
			seriesItem.color = item.color;
			seriesItem.type = item.type;
			seriesItem.style = item.style;
			seriesItem.pointShape = item.pointShape;
			seriesItem.disableLegend = item.disableLegend;
			seriesItem.legendShape = item.legendShape;
			seriesItem.name = item.name;
			seriesItem.show = item.show;
			// seriesItem.data = item.formatter ? item.formatter(item.data![tmpindex]) : item.data![tmpindex];
			if (item.formatter != null) {
				const fun = item.formatter as (e : ChartOptionsSeriesData) => ChartOptionsSeriesData[]
				seriesItem.data = fun(item.data![tmpindex])
			} else {
				seriesItem.data = [item.data![tmpindex]]
			}
			data.push(seriesItem);
		}
		if (item.dataArr.length > 0 && item.show) {
			let seriesItem = new ChartOptionsSeries()
			seriesItem.color = item.color;
			seriesItem.type = item.type;
			seriesItem.style = item.style;
			seriesItem.pointShape = item.pointShape;
			seriesItem.disableLegend = item.disableLegend;
			seriesItem.legendShape = item.legendShape;
			seriesItem.name = item.name;
			seriesItem.show = item.show;
			// seriesItem.data = item.formatter ? item.formatter(item.data![tmpindex]) : item.data![tmpindex];
			if (item.formatter != null) {
				const fun = item.formatter as (e : number[]) => number[][]
				seriesItem.dataArr = fun(item.dataArr[tmpindex])
			} else {
				seriesItem.dataArr = [item.dataArr[tmpindex]]
			}
			data.push(seriesItem);
		}
	}
	return data;
}
function isInExactChartArea(currentPoints : TouchPosition, opts : ChartOptions) : boolean {
	return currentPoints.x <= opts.width - opts.area[1] + 10 && currentPoints.x >= opts.area[3] - 10 && currentPoints.y >= opts.area[0] && currentPoints.y <= opts.height - opts.area[2];
}
export function findCandleChartCurrentIndex(currentPoints : TouchPosition, calPoints : ChartOptionsChartDataCalPoints[][][], opts : ChartOptions, offset : number = 0) : ChartOptionsTooltip {
	// let current = { index: -1, group: [] };
	let current : ChartOptionsTooltip = new ChartOptionsTooltip()
	let spacing : number = opts.chartData.eachSpacing / 2;
	let xAxisPoints : number[] = [];
	if (calPoints.length > 0) {
		if (opts.categories == null) {
			spacing = 0;
		} else {
			for (let i = 1; i < opts.chartData.xAxisPoints!.length; i++) {
				xAxisPoints.push(opts.chartData.xAxisPoints![i] - spacing);
			}
		}
		if (isInExactChartArea(currentPoints, opts)) {
			if (opts.categories == null) {
				// let timePoints = Array(calPoints.length);
				let timePoints : number[][] = []
				for (let i = 0; i < calPoints.length; i++) {
					// timePoints[i] = Array(calPoints[i].length)
					const timePointsChild : number[] = []
					for (let j = 0; j < calPoints[i].length; j++) {
						// timePoints[i][j] = (Math.abs(calPoints[i][j].x - currentPoints.x));
						// timePointsChild.push(Math.abs(calPoints[i][j].x - currentPoints.x))
					}
					timePoints.push(timePointsChild)
				};
				// let pointValue = Array(timePoints.length);
				let pointValue : number[] = []
				let pointIndex : number[] = []
				for (let i = 0; i < timePoints.length; i++) {
					pointValue[i] = Math.min(...timePoints[i]);
					pointIndex[i] = timePoints[i].indexOf(pointValue[i]);
				}
				let minValue = Math.min(...pointValue);
				const currentindex : number[] = []
				for (let i = 0; i < pointValue.length; i++) {
					if (pointValue[i] == minValue) {
						current.group.push(i);
						currentindex.push(pointIndex[i]);
					}
				};
				current.index = currentindex;
			} else {
				xAxisPoints.forEach(function (item, index) {
					if (currentPoints.x + offset + spacing > item) {
						current.index = index;
					}
				});
			}
		}
	}
	return current;
}
export function findCurrentIndex(currentPoints : TouchPosition, calPoints : ChartOptionsChartDataCalPoints[][], opts : ChartOptions, offset : number = 0) : ChartOptionsTooltip {
	// let current = { index: -1, group: [] };
	let current : ChartOptionsTooltip = new ChartOptionsTooltip()
	let spacing : number = opts.chartData.eachSpacing / 2;
	let xAxisPoints : number[] = [];
	if (calPoints.length > 0) {
		if (opts.categories == null) {
			spacing = 0;
		} else {
			for (let i = 1; i < opts.chartData.xAxisPoints!.length; i++) {
				xAxisPoints.push(opts.chartData.xAxisPoints![i] - spacing);
			}
			if ((opts.type == 'line' || opts.type == 'area') && opts.xAxis.boundaryGap == 'justify') {
				xAxisPoints = opts.chartData.xAxisPoints!;
			}
		}
		if (isInExactChartArea(currentPoints, opts)) {
			if (opts.categories == null) {
				// let timePoints = Array(calPoints.length);
				let timePoints : number[][] = []
				for (let i = 0; i < calPoints.length; i++) {
					// timePoints[i] = Array(calPoints[i].length)
					const timePointsChild : number[] = []
					for (let j = 0; j < calPoints[i].length; j++) {
						// timePoints[i][j] = (Math.abs(calPoints[i][j].x - currentPoints.x));
						timePointsChild.push(Math.abs(calPoints[i][j].x - currentPoints.x))
					}
					timePoints.push(timePointsChild)
				};
				// let pointValue = Array(timePoints.length);
				let pointValue : number[] = []
				let pointIndex : number[] = []
				for (let i = 0; i < timePoints.length; i++) {
					pointValue[i] = Math.min(...timePoints[i]);
					pointIndex[i] = timePoints[i].indexOf(pointValue[i]);
				}
				let minValue = Math.min(...pointValue);
				const currentindex : number[] = []
				for (let i = 0; i < pointValue.length; i++) {
					if (pointValue[i] == minValue) {
						current.group.push(i);
						currentindex.push(pointIndex[i]);
					}
				};
				current.index = currentindex;
			} else {
				xAxisPoints.forEach(function (item, index) {
					if (currentPoints.x + offset + spacing > item) {
						current.index = index;
					}
				});
			}
		}
	}
	return current;
}
// function isInExactChartArea(currentPoints : TouchPosition, opts : ChartOptions, config : TuiChartConfig) : boolean {
// 	return currentPoints.x <= opts.width - opts.area[1] + 10 && currentPoints.x >= opts.area[3] - 10 && currentPoints.y >= opts.area[0] && currentPoints.y <= opts.height - opts.area[2];
// }
export function findBarChartCurrentIndex(currentPoints : TouchPosition, calPoints : ChartOptionsChartDataCalPoints[][] | null, opts : ChartOptions, offset : number = 0) : ChartOptionsTooltip {
	let current : ChartOptionsTooltip = new ChartOptionsTooltip();
	let spacing = opts.chartData.eachSpacing / 2;
	let yAxisPoints = opts.chartData.yAxisPoints!;
	if (calPoints != null && calPoints.length > 0) {
		if (isInExactChartArea(currentPoints, opts)) {
			yAxisPoints.forEach(function (item, index) {
				if (currentPoints.y + offset + spacing > item) {
					current.index = index;
				}
			});
		}
	}
	return current;
}
function isInExactLegendArea(currentPoints : TouchPosition, area : ChartOptionsChartDataLegendDataArea) : boolean {
	return currentPoints.x > area.start.x && currentPoints.x < area.end.x && currentPoints.y > area.start.y && currentPoints.y < area.end.y;
}
export function findLegendIndex(currentPoints : TouchPosition, legendData : ChartOptionsChartDataLegendData) : number {
	let currentIndex = -1;
	let gap = 0;
	if (isInExactLegendArea(currentPoints, legendData.area)) {
		let points : ChartOptionsSeries[][] = legendData.points;
		let index = -1;
		for (let i = 0, len = points.length; i < len; i++) {
			let item = points[i];
			for (let j = 0; j < item.length; j++) {
				index += 1;
				let area = item[j].area;
				if (area != null && currentPoints.x > area[0] - gap && currentPoints.x < area[2] + gap && currentPoints.y > area[1] - gap && currentPoints.y < area[3] + gap) {
					currentIndex = index;
					break;
				}
			}
		}
		return currentIndex;
	}
	return currentIndex;
}

export function calValidDistance(self : TuiChartsInterface, distance : number, chartData : ChartOptionsChartData, opts : ChartOptions) : number {
	let dataChartAreaWidth = opts.width - opts.area[1] - opts.area[3];
	let dataChartWidth = chartData.eachSpacing * (opts.chartData.xAxisData.xAxisPoints.length - 1);
	if (opts.type == 'mount' && opts.extra.mount != null && opts.extra.mount!.widthRatio > 1) {
		if (opts.extra.mount!.widthRatio > 2) opts.extra.mount!.widthRatio = 2
		dataChartWidth += ((opts.extra.mount!.widthRatio) - 1) * chartData.eachSpacing;
	}
	let validDistance = distance;
	if (distance >= 0) {
		validDistance = 0;
		self.uevent.trigger('scrollLeft');
		self.scrollOption.position = 'left'
		opts.xAxis.scrollPosition = 'left';
	} else if (Math.abs(distance) >= dataChartWidth - dataChartAreaWidth) {
		validDistance = dataChartAreaWidth - dataChartWidth;
		self.uevent.trigger('scrollRight');
		self.scrollOption.position = 'right'
		opts.xAxis.scrollPosition = 'right'
	} else {
		self.scrollOption.position = `${distance}`
		opts.xAxis.scrollPosition = `${distance}`; //类型问题暂时还未找到翻译逻辑
	}
	return validDistance;
}

function drawToolTipSplitLine(offsetX : number, opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D) {
	let toolTipOption = opts.extra.tooltip ?? new ChartOptionsExtraTooltip();
	let startY = opts.area[0] + opts.yOffset;
	let endY = (opts.height - opts.area[2]) + opts.yOffset;
	const xOffset = opts.xOffset;

	if (toolTipOption.gridType == 'dash') {
		context.setLineDash([toolTipOption.dashLength, toolTipOption.dashLength]);
	}
	context.strokeStyle = toolTipOption.gridColor;
	context.lineWidth = 1 * opts.pixelRatio;
	context.beginPath();
	context.moveTo(offsetX + xOffset, startY);
	context.lineTo(offsetX + xOffset, endY);
	context.stroke();
	context.setLineDash([]);

	if (toolTipOption.xAxisLabel) {
		let labelText = opts.categories![opts.tooltip!.index! as number];
		context.font = `${config.fontSize}px sans-serif`;
		let textWidth = measureText(labelText, config.fontSize);
		let textX = (offsetX + xOffset) - 0.5 * textWidth;
		let textY = endY + 2 * opts.pixelRatio;

		context.beginPath();
		context.fillStyle = hexToRgb(toolTipOption.labelBgColor, toolTipOption.labelBgOpacity);
		context.strokeStyle = toolTipOption.labelBgColor;
		context.lineWidth = 1 * opts.pixelRatio;
		context.rect(
			textX - toolTipOption.boxPadding * opts.pixelRatio,
			textY,
			textWidth + 2 * toolTipOption.boxPadding * opts.pixelRatio,
			config.fontSize + 2 * toolTipOption.boxPadding * opts.pixelRatio
		);
		context.closePath();
		context.stroke();
		context.fill();

		context.beginPath();
		context.font = `${config.fontSize}px sans-serif`;
		context.fillStyle = toolTipOption.labelFontColor;
		context.fillText(
			labelText,
			textX,
			textY + toolTipOption.boxPadding * opts.pixelRatio + config.fontSize
		);
		context.closePath();
		context.stroke();
	}
}


function drawToolTip(textList : TextList[], offset : Offset, opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D) {
	let toolTipOption = opts.extra.tooltip!;
	const xOffset = opts.xOffset;
	const yOffset = opts.yOffset;
	if (toolTipOption.showCategory == true && opts.categories != null) {
		const addtext = new TextList()
		addtext.text = opts.categories![parseInt(`${opts.tooltip!.index}`)]
		textList.unshift(addtext)
	}
	let fontSize = toolTipOption.fontSize * opts.pixelRatio;
	let lineHeight = toolTipOption.lineHeight * opts.pixelRatio;
	let boxPadding = toolTipOption.boxPadding * opts.pixelRatio;
	let legendWidth = fontSize;
	let legendMarginRight = 5 * opts.pixelRatio;
	if (toolTipOption.legendShow == false) {
		legendWidth = 0;
		legendMarginRight = 0;
	}
	let arrowWidth = toolTipOption.showArrow ? 8 * opts.pixelRatio : 0;
	let isOverRightBorder = false;
	if (opts.type == 'line' || opts.type == 'mount' || opts.type == 'area' || opts.type == 'candle' || opts.type == 'mix') {
		if (toolTipOption.splitLine == true) {
			// 2. 工具提示分割线添加偏移
			drawToolTipSplitLine(opts.tooltip!.offset.x, opts, config, context);
		}
	}
	offset.y -= 8 * opts.pixelRatio;
	let textWidth = textList.map(function (item : TextList) : number {
		return measureText(item.text, fontSize);
	});
	let toolTipWidth = legendWidth + legendMarginRight + 4 * boxPadding + Math.max(...textWidth);
	let toolTipHeight = 2 * boxPadding + textList.length * lineHeight;
	if (toolTipOption.showBox == false) {
		return
	}
	// 3. 边界检查添加偏移
	if (offset.x - Math.abs(opts._scrollDistance_ ?? 0) + arrowWidth + toolTipWidth > opts.width + xOffset) {
		isOverRightBorder = true;
	}
	if (toolTipHeight + offset.y > opts.height + yOffset) {
		offset.y = opts.height + yOffset - toolTipHeight;
	}
	// 绘制背景矩形
	context.beginPath();
	context.fillStyle = hexToRgb(toolTipOption.bgColor, toolTipOption.bgOpacity)
	context.lineWidth = toolTipOption.borderWidth * opts.pixelRatio;
	context.strokeStyle = hexToRgb(toolTipOption.borderColor, toolTipOption.borderOpacity);
	let radius = toolTipOption.borderRadius;
	if (isOverRightBorder) {
		// 4. 右侧边界处理添加偏移
		if (toolTipWidth + arrowWidth > opts.width) {
			offset.x = opts.width + Math.abs(opts._scrollDistance_ ?? 0) + arrowWidth + (toolTipWidth - opts.width) + xOffset
		}
		if (toolTipWidth > offset.x) {
			offset.x = opts.width + Math.abs(opts._scrollDistance_ ?? 0) + arrowWidth + (toolTipWidth - opts.width) + xOffset
		}
		if (toolTipOption.showArrow) {
			context.moveTo(offset.x, offset.y + 10 * opts.pixelRatio);
			context.lineTo(offset.x - arrowWidth, offset.y + 10 * opts.pixelRatio + 5 * opts.pixelRatio);
		}
		context.arc(offset.x - arrowWidth - radius, offset.y + toolTipHeight - radius, radius, 0, Math.PI / 2, false);
		context.arc(offset.x - arrowWidth - Math.round(toolTipWidth) + radius, offset.y + toolTipHeight - radius,
			radius,
			Math.PI / 2, Math.PI, false);
		context.arc(offset.x - arrowWidth - Math.round(toolTipWidth) + radius, offset.y + radius, radius, -Math.PI, -
			Math.PI / 2, false);
		context.arc(offset.x - arrowWidth - radius, offset.y + radius, radius, -Math.PI / 2, 0, false);
		if (toolTipOption.showArrow) {
			context.lineTo(offset.x - arrowWidth, offset.y + 10 * opts.pixelRatio - 5 * opts.pixelRatio);
			context.lineTo(offset.x, offset.y + 10 * opts.pixelRatio);
		}
	} else {
		if (toolTipOption.showArrow) {
			context.moveTo(offset.x, offset.y + 10 * opts.pixelRatio);
			context.lineTo(offset.x + arrowWidth, offset.y + 10 * opts.pixelRatio - 5 * opts.pixelRatio);
		}
		context.arc(offset.x + arrowWidth + radius, offset.y + radius, radius, -Math.PI, -Math.PI / 2, false);
		context.arc(offset.x + arrowWidth + Math.round(toolTipWidth) - radius, offset.y + radius, radius, -Math.PI / 2,
			0,
			false);
		context.arc(offset.x + arrowWidth + Math.round(toolTipWidth) - radius, offset.y + toolTipHeight - radius,
			radius, 0,
			Math.PI / 2, false);
		context.arc(offset.x + arrowWidth + radius, offset.y + toolTipHeight - radius, radius, Math.PI / 2, Math.PI,
			false);
		if (toolTipOption.showArrow) {
			context.lineTo(offset.x + arrowWidth, offset.y + 10 * opts.pixelRatio + 5 * opts.pixelRatio);
			context.lineTo(offset.x, offset.y + 10 * opts.pixelRatio);
		}
	}
	context.closePath();
	context.fill();
	if (toolTipOption.borderWidth > 0) {
		context.stroke();
	}
	// 绘制图例
	if (toolTipOption.legendShow) {
		textList.forEach(function (item, index) {
			if (item.color != '') {
				context.beginPath();
				context.fillStyle = item.color;
				let startX = offset.x + arrowWidth + 2 * boxPadding;
				let startY = offset.y + (lineHeight - fontSize) / 2 + lineHeight * index + boxPadding + 1;
				if (isOverRightBorder) {
					startX = offset.x - toolTipWidth - arrowWidth + 2 * boxPadding;
				}
				switch (item.legendShape) {
					case 'line':
						context.moveTo(startX, startY + 0.5 * legendWidth - 2 * opts.pixelRatio);
						context.fillRect(startX, startY + 0.5 * legendWidth - 2 * opts.pixelRatio, legendWidth, 4 *
							opts.pixelRatio);
						break;
					case 'triangle':
						context.moveTo(startX + 7.5 * opts.pixelRatio, startY + 0.5 * legendWidth - 5 * opts.pixelRatio);
						context.lineTo(startX + 2.5 * opts.pixelRatio, startY + 0.5 * legendWidth + 5 * opts.pixelRatio);
						context.lineTo(startX + 12.5 * opts.pixelRatio, startY + 0.5 * legendWidth + 5 * opts.pixelRatio);
						context.lineTo(startX + 7.5 * opts.pixelRatio, startY + 0.5 * legendWidth - 5 * opts.pixelRatio);
						break;
					case 'diamond':
						context.moveTo(startX + 7.5 * opts.pixelRatio, startY + 0.5 * legendWidth - 5 * opts.pixelRatio);
						context.lineTo(startX + 2.5 * opts.pixelRatio, startY + 0.5 * legendWidth);
						context.lineTo(startX + 7.5 * opts.pixelRatio, startY + 0.5 * legendWidth + 5 * opts.pixelRatio);
						context.lineTo(startX + 12.5 * opts.pixelRatio, startY + 0.5 * legendWidth);
						context.lineTo(startX + 7.5 * opts.pixelRatio, startY + 0.5 * legendWidth - 5 * opts.pixelRatio);
						break;
					case 'circle':
						context.moveTo(startX + 7.5 * opts.pixelRatio, startY + 0.5 * legendWidth);
						context.arc(startX + 7.5 * opts.pixelRatio, startY + 0.5 * legendWidth, 5 * opts.pixelRatio, 0, 2 *
							Math.PI);
						break;
					case 'rect':
						context.moveTo(startX, startY + 0.5 * legendWidth - 5 * opts.pixelRatio);
						context.fillRect(startX, startY + 0.5 * legendWidth - 5 * opts.pixelRatio, 15 * opts.pixelRatio, 10 *
							opts.pixelRatio);
						break;
					case 'square':
						context.moveTo(startX + 2 * opts.pixelRatio, startY + 0.5 * legendWidth - 5 * opts.pixelRatio);
						context.fillRect(startX + 2 * opts.pixelRatio, startY + 0.5 * legendWidth - 5 * opts.pixelRatio, 10 *
							opts.pixelRatio, 10 * opts.pixelRatio);
						break;
					default:
						context.moveTo(startX, startY + 0.5 * legendWidth - 5 * opts.pixelRatio);
						context.fillRect(startX, startY + 0.5 * legendWidth - 5 * opts.pixelRatio, 15 * opts.pixelRatio, 10 *
							opts.pixelRatio);
				}
				context.closePath();
				context.fill();
			}
		});
	}
	// 绘制文本列表
	textList.forEach((item : TextList, index : number) => {
		let startX = offset.x + arrowWidth + 2 * boxPadding + legendWidth + legendMarginRight;
		if (isOverRightBorder) {
			startX = offset.x - toolTipWidth - arrowWidth + 2 * boxPadding + legendWidth + legendMarginRight;
		}
		let startY = offset.y + lineHeight * index + (lineHeight - fontSize) / 2 - 1 + boxPadding + fontSize + 4;
		context.beginPath();
		context.font = `${fontSize}px sans-serif`
		context.textBaseline = 'bottom';
		context.fillStyle = toolTipOption.fontColor;
		context.fillText(item.text, startX, startY);
		context.closePath();
		context.stroke();
	});
}

export function getTouches(opts : ChartOptions, e : UniEvent, index : number = 0) : TouchPosition {
	let x : number
	let y : number
	let top : number = opts.DOMRect!.top
	if (e.type == 'click') {
		x = (e as UniPointerEvent).clientX
		y = (e as UniPointerEvent).clientY
	} else {
		x = (e as UniTouchEvent).changedTouches[index].clientX
		y = (e as UniTouchEvent).changedTouches[index].clientY
	}
	if (opts.rotate) {
		y = opts.height - x * opts.pixelRatio;
		x = (y - top - (opts.height / opts.pixelRatio / 2) * (opts.pixelRatio - 1)) * opts.pixelRatio;
	} else {
		x = x * opts.pixelRatio;
		y = (y - top - (opts.height / opts.pixelRatio / 2) * (opts.pixelRatio - 1)) * opts.pixelRatio;
	}
	return {
		x: x,
		y: y
	} as TouchPosition
}

function measureText(text : string, fontSize : number,) : number {
	let width : number = 0;
	let textArr : string[] = text.split('');
	for (let i = 0; i < textArr.length; i++) {
		let item = textArr[i];
		if (/[a-zA-Z]/.test(item)) {
			width += 7;
		} else if (/[0-9]/.test(item)) {
			width += 5.5;
		} else if (/\./.test(item)) {
			width += 2.7;
		} else if (/-/.test(item)) {
			width += 3.25;
		} else if (/:/.test(item)) {
			width += 2.5;
		} else if (/[\u4e00-\u9fa5]/.test(item)) {
			width += 10;
		} else if (/\(|\)/.test(item)) {
			width += 3.73;
		} else if (/\s/.test(item)) {
			width += 2.5;
		} else if (/%/.test(item)) {
			width += 8;
		} else {
			width += 10;
		}
	}
	return width * fontSize / 10;
}

export function hexToRgb(hex : string, opacity : number = 1) : string {
	const hexVal = hex.replace(';', '')
	const hexArr = hexVal.split(':')
	const toRgba = (hexNumber : string) : string => {
		return 'rgba(' + parseInt('0x' + hexNumber.slice(1, 3)) + ',' + parseInt('0x' + hexNumber.slice(3, 5)) + ',' + parseInt('0x' + hexNumber.slice(5, 7)) + ',' + opacity + ')'
	}
	if (hexArr.length > 1) {
		return `${hexArr[0]}: ${toRgba(hexArr[1])}; `
	} else {
		return toRgba(`${hexArr[0]} `)
	}
}
function fillSeries(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig) : ChartOptionsSeries[] {
	let index = 0;
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		if (item.color == null) {
			item.color = config.color[index];
			index = (index + 1) % config.color.length;
		}
		if (item.linearIndex == null) {
			item.linearIndex = i;
		}
		if (item.index == null) {
			item.index = 0;
		}
		if (item.type == null) {
			item.type = opts.type;
		}
		// if (item.show == null) {
		// 	item.show = true;
		// }
		if (item.type == null) {
			item.type = opts.type;
		}
		// if (item.pointShape == null) {
		// 	item.pointShape = "circle";
		// }
		if (item.legendShape == null) {
			switch (item.type) {
				case 'line':
					item.legendShape = "line";
					break;
				case 'column':
				case 'bar':
					item.legendShape = "rect";
					break;
				case 'area':
				case 'mount':
					item.legendShape = "triangle";
					break;
				default:
					item.legendShape = "circle";
			}
		}
	}
	return series;
}
// function filterSeries(series : ChartOptionsSeries[]) : ChartOptionsSeries[] {
// 	let tempSeries : ChartOptionsSeries[] = [];
// 	for (let i = 0; i < series.length; i++) {
// 		if (series[i].show == true) {
// 			tempSeries.push(series[i])
// 		}
// 	}
// 	return tempSeries;
// }
function calLegendData(series : ChartOptionsSeries[], opts : ChartOptions, chartData : ChartOptionsChartData) : ChartOptionsChartDataLegendData {
	const legendData : ChartOptionsChartDataLegendData = new ChartOptionsChartDataLegendData()
	if (opts.legend.show == false) {
		chartData.legendData = legendData;
		return legendData;
	}
	let padding = opts.legend.padding * opts.pixelRatio;
	let margin = opts.legend.margin * opts.pixelRatio;
	let fontSize = opts.legend.fontSize
	let shapeWidth = 15 * opts.pixelRatio;
	let shapeRight = 5 * opts.pixelRatio;
	let lineHeight = Math.max(opts.legend.lineHeight * opts.pixelRatio, fontSize);
	if (opts.legend.position == 'top' || opts.legend.position == 'bottom') {
		let legendList : ChartOptionsSeries[][] = [];
		let widthCount = 0;
		let widthCountArr : number[] = [];
		let currentRow : ChartOptionsSeries[] = [];
		for (let i = 0; i < series.length; i++) {
			let item = series[i];
			const legendText = item.legendText != null ? item.legendText : item.name;
			let itemWidth = shapeWidth + shapeRight + measureText(`${legendText}`, fontSize) + opts.legend.itemGap * opts.pixelRatio;
			if (widthCount + itemWidth > opts.width - opts.area[1] - opts.area[3]) {
				legendList.push(currentRow);
				widthCountArr.push(widthCount - opts.legend.itemGap * opts.pixelRatio);
				widthCount = itemWidth;
				currentRow = [item];
			} else {
				widthCount += itemWidth;
				currentRow.push(item);
			}
		}
		if (currentRow.length > 0) {
			legendList.push(currentRow);
			widthCountArr.push(widthCount - opts.legend.itemGap * opts.pixelRatio);
			legendData.widthArr = widthCountArr;
			let legendWidth = Math.max(...widthCountArr);
			switch (opts.legend.float) {
				case 'left':
					legendData.area.start.x = opts.area[3];
					legendData.area.end.x = opts.area[3] + legendWidth + 2 * padding;
					break;
				case 'right':
					legendData.area.start.x = opts.width - opts.area[1] - legendWidth - 2 * padding;
					legendData.area.end.x = opts.width - opts.area[1];
					break;
				default:
					legendData.area.start.x = (opts.width - legendWidth) / 2 - padding;
					legendData.area.end.x = (opts.width + legendWidth) / 2 + padding;
			}
			legendData.area.width = legendWidth + 2 * padding;
			legendData.area.wholeWidth = legendWidth + 2 * padding;
			legendData.area.height = legendList.length * lineHeight + 2 * padding;
			legendData.area.wholeHeight = legendList.length * lineHeight + 2 * padding + 2 * margin;
			legendData.points = legendList;
		}
	} else {
		let len = series.length;
		let maxHeight = opts.height - opts.area[0] - opts.area[2] - 2 * margin - 2 * padding;
		let maxLength = Math.min(Math.floor(maxHeight / lineHeight), len);
		legendData.area.height = maxLength * lineHeight + padding * 2;
		legendData.area.wholeHeight = maxLength * lineHeight + padding * 2;
		switch (opts.legend.float) {
			case 'top':
				legendData.area.start.y = opts.area[0] + margin;
				legendData.area.end.y = opts.area[0] + margin + legendData.area.height;
				break;
			case 'bottom':
				legendData.area.start.y = opts.height - opts.area[2] - margin - legendData.area.height;
				legendData.area.end.y = opts.height - opts.area[2] - margin;
				break;
			default:
				legendData.area.start.y = (opts.height - legendData.area.height) / 2;
				legendData.area.end.y = (opts.height + legendData.area.height) / 2;
		}
		let lineNum = len % maxLength == 0 ? len / maxLength : Math.floor((len / maxLength) + 1);
		let currentRow : ChartOptionsSeries[][] = [];
		for (let i = 0; i < lineNum; i++) {
			let temp = series.slice(i * maxLength, i * maxLength + maxLength);
			currentRow.push(temp);
		}
		legendData.points = currentRow;
		if (currentRow.length > 0) {
			for (let i = 0; i < currentRow.length; i++) {
				let item = currentRow[i];
				let maxWidth = 0;
				for (let j = 0; j < item.length; j++) {
					let itemWidth = shapeWidth + shapeRight + measureText(`${item[j].name}`, fontSize) + opts.legend.itemGap * opts.pixelRatio;
					if (itemWidth > maxWidth) {
						maxWidth = itemWidth;
					}
				}
				legendData.widthArr.push(maxWidth);
				legendData.heightArr.push(item.length * lineHeight + padding * 2);
			}
			let legendWidth = 0
			for (let i = 0; i < legendData.widthArr.length; i++) {
				legendWidth += legendData.widthArr[i];
			}
			legendData.area.width = legendWidth - opts.legend.itemGap * opts.pixelRatio + 2 * padding;
			legendData.area.wholeWidth = legendData.area.width + padding;
		}
	}
	switch (opts.legend.position) {
		case 'top':
			legendData.area.start.y = opts.area[0] + margin;
			legendData.area.end.y = opts.area[0] + margin + legendData.area.height;
			break;
		case 'bottom':
			legendData.area.start.y = opts.height - opts.area[2] - legendData.area.height - margin;
			legendData.area.end.y = opts.height - opts.area[2] - margin;
			break;
		case 'left':
			legendData.area.start.x = opts.area[3];
			legendData.area.end.x = opts.area[3] + legendData.area.width;
			break;
		case 'right':
			legendData.area.start.x = opts.width - opts.area[1] - legendData.area.width;
			legendData.area.end.x = opts.width - opts.area[1];
			break;
	}

	chartData.legendData = legendData;
	return legendData;
}
export function calYAxisData(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig) : ChartOptionsChartDataYAxisData {
	const rangesArr : string[][] = [];
	const rangesFormatArr : string[][] = [];
	const yAxisWidthArr : ChartOptionsChartDataYAxisDataYAxisWidth[] = [];
	//堆叠图重算Y轴
	let columnstyle : string = opts.extra.column != null ? opts.extra.column!.type : ''

	//如果是多Y轴，重新计算
	let YLength = opts.yAxis.data.length;
	let newSeries : ChartOptionsSeries[][] = [];
	if (YLength > 0) {
		for (let i = 0; i < YLength; i++) {
			const newSeriesChild : ChartOptionsSeries[] = []
			for (let j = 0; j < series.length; j++) {
				if (series[j].index == i) {
					newSeriesChild.push(series[j]);
				}
			}
			newSeries.push(newSeriesChild)
		}
		for (let i = 0; i < YLength; i++) {
			let yData = opts.yAxis.data[i];
			//如果总开关不显示，强制每个Y轴为不显示
			if (opts.yAxis.disabled == true) {
				yData.disabled = true;
			}
			if (yData.type == 'categories') {
				if (yData.formatter == null) {
					yData.formatter = (val : string, index : number, opts : ChartOptions) : string => { return val + (yData.unit ?? '') };
				}
				yData.categories = yData.categories ?? opts.categories;
				rangesArr.push(yData.categories!);
			} else {
				if (yData.formatter == null) {
					yData.formatter = (val : string, index : number, opts : ChartOptions) : string => { return parseFloat(val).toFixed(yData.tofix ?? 0) + (yData.unit ?? '') };
				}
				rangesArr.push(getYAxisTextList(newSeries[i], opts, config, columnstyle, yData));
			}
			let yAxisFontSizes = yData.fontSize != null ? (yData.fontSize!) * opts.pixelRatio : config.fontSize;
			const cocdyw = new ChartOptionsChartDataYAxisDataYAxisWidth();
			cocdyw.position = yData.position;
			cocdyw.width = 0
			yAxisWidthArr.push(cocdyw)
			const handlranges = rangesArr[i].map(function (items, index) : string {
				const fun = yData.formatter as (val : string, index : number, opts : ChartOptions) => string
				items = fun(items, index, opts);
				cocdyw.width = Math.max(cocdyw.width, measureText(items, yAxisFontSizes) + 5);
				return items;
			});

			rangesFormatArr.push(handlranges)
			let calibration = yData.calibration ? 4 * opts.pixelRatio : 0;
			cocdyw.width = cocdyw.width + calibration + 3 * opts.pixelRatio;
			if (yData.disabled == true) {
				cocdyw.width = 0;
			}
		}
	} else {
		if (opts.type == 'bar') {
			rangesArr.push(opts.categories!)
			if (opts.yAxis.formatter == null) {
				opts.yAxis.formatter = (val : string, index : number, opts : ChartOptions) : string => { return val + (opts.yAxis.unit) }
			}
		} else {
			if (opts.yAxis.formatter == null) {
				opts.yAxis.formatter = (val : string, index : number, opts : ChartOptions) : string => { return (parseFloat(val)).toFixed(opts.yAxis.tofix) + opts.yAxis.unit }
			}
			rangesArr.push(getYAxisTextList(series, opts, config, columnstyle, new ChartOptionsYAxisData()))
		}
		const cocdyw = new ChartOptionsChartDataYAxisDataYAxisWidth();
		cocdyw.position = 'left';
		cocdyw.width = 0
		yAxisWidthArr.push(cocdyw)
		let yAxisFontSize : number
		if (opts.yAxis.fontSize == null) {
			yAxisFontSize = config.fontSize
		} else {
			yAxisFontSize = opts.yAxis.fontSize! * opts.pixelRatio
		}
		const handlranges = rangesArr[0].map(function (item, index) : string {
			const fun = opts.yAxis.formatter as (val : string, index : number, opts : ChartOptions) => string
			item = fun(item, index, opts)
			cocdyw.width = Math.max(cocdyw.width, measureText(item, yAxisFontSize) + 5);
			return item;
		});
		rangesFormatArr.push(handlranges)
		cocdyw.width += 3 * opts.pixelRatio;
		if (opts.yAxis.disabled == true) {
			opts.yAxis.data[0].disabled = true;
		} else {
			const yAxisData = new ChartOptionsYAxisData()
			yAxisData.disabled = false
			yAxisData.position = 'left'
			yAxisData.max = opts.yAxis.max
			yAxisData.min = opts.yAxis.min
			yAxisData.formatter = opts.yAxis.formatter
			if (opts.type == 'bar') {
				yAxisData.categories = opts.categories
				yAxisData.type = 'categories'
			}
			opts.yAxis.data.push(yAxisData)
		}
	}
	const cdyd : ChartOptionsChartDataYAxisData = new ChartOptionsChartDataYAxisData()
	cdyd.rangesFormat = rangesFormatArr
	cdyd.ranges = rangesArr
	cdyd.yAxisWidth = yAxisWidthArr
	return cdyd
}
function dataCombine(series : ChartOptionsSeries[]) : ChartOptionsSeriesData[] {
	const newSeries : ChartOptionsSeriesData[] = []
	series.forEach((item : ChartOptionsSeries) => {
		if (item.data != null) newSeries.push(...item.data!)
	})
	return newSeries
}
function findRange(num : number, type : string | null, limit : number | null) : number {
	if (isNaN(num)) {
		throw new Error('[TuiCharts] series数据需为Number格式');
	}
	limit = limit ?? 10;
	type = type ?? 'upper';
	let multiple = 1;
	while (limit < 1) {
		limit *= 10;
		multiple *= 10;
	}
	if (type == 'upper') {
		num = Math.ceil(num * multiple);
	} else {
		num = Math.floor(num * multiple);
	}
	while (num % limit != 0) {
		if (type == 'upper') {
			if (num == num + 1) { //修复数据值过大num++无效的bug by 向日葵 @xrk_jy
				break;
			}
			num++;
		} else {
			num--;
		}
	}
	return num / multiple;
}
function getDataRange(minData : number, maxData : number) : ChartRange {
	let limit : number;
	let range = maxData - minData;
	if (range >= 10000) {
		limit = 1000;
	} else if (range >= 1000) {
		limit = 100;
	} else if (range >= 100) {
		limit = 10;
	} else if (range >= 10) {
		limit = 5;
	} else if (range >= 1) {
		limit = 1;
	} else if (range >= 0.1) {
		limit = 0.1;
	} else if (range >= 0.01) {
		limit = 0.01;
	} else if (range >= 0.001) {
		limit = 0.001;
	} else if (range >= 0.0001) {
		limit = 0.0001;
	} else if (range >= 0.00001) {
		limit = 0.00001;
	} else {
		limit = 0.000001;
	}
	return {
		minRange: findRange(minData, 'lower', limit),
		maxRange: findRange(maxData, 'upper', limit)
	} as ChartRange
}

function fixColumeStackData(points : ChartOptionsChartDataCalPoints[], eachSpacing : number, opts : ChartOptions) : ChartOptionsChartDataCalPoints[] {
	let categoryGap = opts.extra.column!.categoryGap * opts.pixelRatio;
	return points.map((item : ChartOptionsChartDataCalPoints, indexn : number) : ChartOptionsChartDataCalPoints => {
		// if (item == null) {
		// 	return null;
		// }
		item.width = Math.ceil(eachSpacing - 2 * categoryGap);
		if (opts.extra.column != null && opts.extra.column!.width > 0) {
			item.width = Math.min(item.width!, opts.extra.column!.width * opts.pixelRatio);
		}
		if (item.width! <= 0) {
			item.width = 1;
		}
		return item;
	});
}

function dataCombineStack(series : ChartOptionsSeries[], len : number) : ChartOptionsSeriesData[] {
	let sum : Map<number, number> = new Map<number, number>()
	let newseries : ChartOptionsSeriesData[] = []
	series.forEach((item : ChartOptionsSeries,) => {
		for (let j = 0; j < len; j++) {
			const val = item.data![j].value!
			const old_number = sum.get(j) ?? 0
			sum.set(j, val + old_number)
		}
	})
	series.forEach((item : ChartOptionsSeries, index : number) => {
		newseries.push(...item.data!)
		sum.forEach((k : number) => {
			const sumseries = new ChartOptionsSeriesData()
			sumseries.value = k
			newseries.push(sumseries)
		})
	})
	return newseries
}
function getArrYAxisTextList(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, stack : string, yData : ChartOptionsYAxisData) : string[] {
	// let index = arguments.length > 5 && arguments[5] != undefined ? arguments[5] : -1;
	let data : number[][] = [];
	series.forEach((item : ChartOptionsSeries) => {
		data.push(...(item.dataArr))
	})
	let sorted : number[] = [];
	data.map((item : number[]) => {
		item.map((subitem) => {
			sorted.push(subitem);
		})
	})
	let minData = yData.min ?? 0;
	let maxData = yData.max ?? 0;
	if (sorted.length > 0) {
		minData = Math.min(...sorted);
		maxData = Math.max(...sorted);
	}
	if (minData == maxData) {
		if (maxData == 0) {
			maxData = 10;
		} else {
			minData = 0;
		}
	}
	let dataRange = getDataRange(minData, maxData);
	let minRange = (yData.min == null) ? dataRange.minRange : yData.min!;
	let maxRange = (yData.max == null) ? dataRange.maxRange : yData.max!;
	let eachRange = (maxRange - minRange) / opts.yAxis.splitNumber;
	let range : string[] = [];
	for (let i = 0; i <= opts.yAxis.splitNumber; i++) {
		range.push(`${minRange + eachRange * i}`);
	}
	return range.reverse();
}
function getYAxisTextList(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, stack : string, yData : ChartOptionsYAxisData) : string[] {
	if (opts.type == 'candle') return getArrYAxisTextList(series, opts, config, stack, yData)
	let data : ChartOptionsSeriesData[] = [];
	if (stack == 'stack') {
		data = dataCombineStack(series, opts.categories!.length);
	} else {
		data = dataCombine(series);
	}
	let sorted : number[] = [];
	// remove null from data
	data = data.filter((item) : boolean => {
		return item.value != null
	});
	data.map((item : ChartOptionsSeriesData) => {
		sorted.push(item.value!)
		// if (typeof item == 'object') {
		// 	if (item.constructor.toString().indexOf('Array') > -1) {
		// 		if (opts.type == 'candle') {
		// 			// item.map((subitem : number) => {
		// 			// 	sorted.push(subitem: number);
		// 			// })
		// 		} else {
		// 			sorted.push(item[1]);
		// 		}
		// 	} else {
		// 		sorted.push(item.value);
		// 	}
		// } else {
		// 	sorted.push(item);
		// }
	})
	let minData = yData.min ?? 0;
	let maxData = yData.max ?? 0;
	if (sorted.length > 0) {
		minData = Math.min(...sorted);
		maxData = Math.max(...sorted);
	}
	if (minData == maxData) {
		if (maxData == 0) {
			maxData = 10;
		} else {
			minData = 0;
		}
	}
	let dataRange = getDataRange(minData, maxData);
	let minRange = (yData.min == null) ? dataRange.minRange : yData.min!;
	let maxRange = (yData.max == null) ? dataRange.maxRange : yData.max!;
	let eachRange = (maxRange - minRange) / opts.yAxis.splitNumber;
	let range : string[] = [];
	for (let i = 0; i <= opts.yAxis.splitNumber; i++) {
		range.push(`${minRange + eachRange * i}`);
	}
	return range.reverse();
}
export function getXAxisPoints(categories : string[], opts : ChartOptions, config : TuiChartConfig) : ChartOptionsChartDataXAxisData {
	let spacingValid = opts.width - opts.area[1] - opts.area[3];
	let dataCount = opts.enableScroll ? Math.min(opts.xAxis.itemCount, categories.length) : categories.length;
	if ((opts.type == 'line' || opts.type == 'area' || opts.type == 'scatter' || opts.type == 'bubble' || opts.type == 'bar') && dataCount > 1 && opts.xAxis.boundaryGap == 'justify') {
		dataCount -= 1;
	}
	let widthRatio = 0;
	if (opts.type == 'mount' && opts.extra != null && opts.extra.mount != null && opts.extra.mount!.widthRatio > 1) {
		if (opts.extra.mount!.widthRatio > 2) opts.extra.mount!.widthRatio = 2
		widthRatio = opts.extra.mount!.widthRatio - 1;
		dataCount += widthRatio;
	}
	let eachSpacing = spacingValid / dataCount;
	let xAxisPoints : number[] = [];
	let startX = opts.area[3];
	let endX = opts.width - opts.area[1];
	categories.forEach(function (item, index) {
		xAxisPoints.push(startX + widthRatio / 2 * eachSpacing + index * eachSpacing);
	});
	if (opts.xAxis.boundaryGap != 'justify') {
		if (opts.enableScroll == true) {
			xAxisPoints.push(startX + widthRatio * eachSpacing + categories.length * eachSpacing);
		} else {
			xAxisPoints.push(endX);
		}
	}
	const optscdxd = new ChartOptionsChartDataXAxisData()
	optscdxd.xAxisPoints = xAxisPoints
	optscdxd.startX = startX
	optscdxd.endX = endX
	optscdxd.eachSpacing = eachSpacing
	return optscdxd
}
function calCategoriesData(categories : string[], opts : ChartOptions, config : TuiChartConfig, eachSpacing : number, context : CanvasRenderingContext2D) : ChartOptionsChartDataCategoriesData {
	const result : ChartOptionsChartDataCategoriesData = new ChartOptionsChartDataCategoriesData()
	result.xAxisHeight = opts.xAxis.lineHeight * opts.pixelRatio + opts.xAxis.marginTop * opts.pixelRatio
	let fontSize = opts.xAxis.fontSize * opts.pixelRatio;
	let categoriesTextLenth = categories.map(function (item, index) : number {
		// let xitem = opts.xAxis.formatter ? opts.xAxis.formatter(item, index, opts) : item;
		let xitem : string
		if (opts.xAxis.formatter == null) {
			xitem = item
		} else {
			const fun = opts.xAxis.formatter as (val : string, index : number, opts : ChartOptions) => string
			xitem = fun(item, index, opts)
		}
		return measureText(`${xitem}`, fontSize);
	});
	let maxTextLength = Math.max(...categoriesTextLenth);
	if (opts.xAxis.rotateLabel == true) {
		result.angle = opts.xAxis.rotateAngle * Math.PI / 180;
		let tempHeight = opts.xAxis.marginTop * opts.pixelRatio * 2 + Math.abs(maxTextLength * Math.sin(result.angle))
		tempHeight = tempHeight < fontSize + opts.xAxis.marginTop * opts.pixelRatio * 2 ? tempHeight + opts.xAxis.marginTop * opts.pixelRatio * 2 : tempHeight;
		result.xAxisHeight = tempHeight;
	}
	if (opts.enableScroll && opts.xAxis.scrollShow) {
		result.xAxisHeight += 6 * opts.pixelRatio;
	}
	if (opts.xAxis.disabled) {
		result.xAxisHeight = 0;
	}
	return result;
}
class ChartsTiming {
	easeIn(pos : number) : number {
		return Math.pow(pos, 3);
	}
	easeOut(pos : number) : number {
		return Math.pow(pos - 1, 3) + 1;
	}
	easeInOut(pos : number) : number {
		if ((pos / 0.5) < 1) {
			return 0.5 * Math.pow(pos, 3);
		} else {
			return 0.5 * (Math.pow(pos - 2, 3) + 2);
		}
	}
	linear(pos : number) : number {
		return pos;
	}
}

const Timing = new ChartsTiming()
function drawYAxis(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D) {
	if (opts.yAxis.disabled == true) {
		return;
	}
	let spacingValid = opts.height - opts.area[0] - opts.area[2];
	let eachSpacing = spacingValid / opts.yAxis.splitNumber;
	let startX = opts.area[3];
	let endX = opts.width - opts.area[1];
	let endY = opts.height - opts.area[2];
	// set YAxis background
	context.beginPath();
	context.fillStyle = opts.background;
	if (opts.enableScroll == true && opts.xAxis.scrollPosition != null && opts.xAxis.scrollPosition != 'left') {
		context.fillRect(0, 0, startX, endY + 2 * opts.pixelRatio);
	}
	if (opts.enableScroll == true && opts.xAxis.scrollPosition != null && opts.xAxis.scrollPosition != 'right') {
		context.fillRect(endX, 0, opts.width, endY + 2 * opts.pixelRatio);
	}
	context.closePath();
	context.stroke();

	let tStartLeft = opts.area[3];
	let tStartRight = opts.width - opts.area[1];
	let tStartCenter = opts.area[3] + (opts.width - opts.area[1] - opts.area[3]) / 2;
	if (opts.yAxis.data.length > 0) {
		for (let i = 0; i < opts.yAxis.data.length; i++) {
			let yData = opts.yAxis.data[i];
			let points : number[] = [];
			if (yData.type == 'categories') {
				for (let i = 0; i <= yData.categories!.length; i++) {
					points.push(opts.area[0] + spacingValid / yData.categories!.length / 2 + spacingValid / yData.categories!.length * i);
				}
			} else {
				for (let i = 0; i <= opts.yAxis.splitNumber; i++) {
					points.push(opts.area[0] + eachSpacing * i);
				}
			}
			if (yData.disabled != true) {
				let rangesFormat = opts.chartData.yAxisData.rangesFormat![i];
				let yAxisFontSize = yData.fontSize != null ? yData.fontSize! * opts.pixelRatio : config.fontSize;
				let yAxisWidth = opts.chartData.yAxisData.yAxisWidth![i];
				let textAlign = yData.textAlign ?? "right";
				//画Y轴刻度及文案
				rangesFormat.forEach(function (item, index) {
					let pos = points[index];
					context.beginPath();
					context.font = `${yAxisFontSize}px sans-serif`
					context.lineWidth = (1 * opts.pixelRatio);
					context.strokeStyle = yData.axisLineColor ?? '#cccccc';
					context.fillStyle = (yData.fontColor ?? opts.fontColor);
					let tmpstrat = 0;
					let gapwidth = 4 * opts.pixelRatio;
					if (yAxisWidth.position == 'left') {
						//画刻度线
						if (yData.calibration == true) {
							context.moveTo(opts.xOffset + tStartLeft, pos + opts.yOffset);
							context.lineTo(opts.xOffset + tStartLeft - 3 * opts.pixelRatio, pos + opts.yOffset);
							gapwidth += 3 * opts.pixelRatio;
						}
						//画文字
						switch (textAlign) {
							case "left":
								context.textAlign = ('left');
								tmpstrat = tStartLeft - yAxisWidth.width
								break;
							case "right":
								context.textAlign = ('right');
								tmpstrat = tStartLeft - gapwidth
								break;
							default:
								context.textAlign = ('center');
								tmpstrat = tStartLeft - yAxisWidth.width / 2
						}
						context.fillText(`${item}`, opts.xOffset + tmpstrat, opts.yOffset + pos + yAxisFontSize / 2 - 3 * opts.pixelRatio);

					} else if (yAxisWidth.position == 'right') {
						//画刻度线
						if (yData.calibration == true) {
							context.moveTo(opts.xOffset + tStartRight, pos + opts.yOffset);
							context.lineTo(opts.xOffset + tStartRight + 3 * opts.pixelRatio, pos + opts.yOffset);
							gapwidth += 3 * opts.pixelRatio;
						}
						switch (textAlign) {
							case "left":
								context.textAlign = ('left');
								tmpstrat = tStartRight + gapwidth
								break;
							case "right":
								context.textAlign = ('right');
								tmpstrat = tStartRight + yAxisWidth.width
								break;
							default:
								context.textAlign = ('center');
								tmpstrat = tStartRight + yAxisWidth.width / 2
						}
						context.fillText(`${item}`, opts.xOffset + tmpstrat, opts.yOffset + pos + yAxisFontSize / 2 - 3 * opts.pixelRatio);
					} else if (yAxisWidth.position == 'center') {
						//画刻度线
						if (yData.calibration == true) {
							context.moveTo(opts.xOffset + tStartCenter, pos + opts.yOffset);
							context.lineTo(opts.xOffset + tStartCenter - 3 * opts.pixelRatio, pos + opts.yOffset);
							gapwidth += 3 * opts.pixelRatio;
						}
						//画文字
						switch (textAlign) {
							case "left":
								context.textAlign = ('left');
								tmpstrat = tStartCenter - yAxisWidth.width
								break;
							case "right":
								context.textAlign = ('right');
								tmpstrat = tStartCenter - gapwidth
								break;
							default:
								context.textAlign = ('center');
								tmpstrat = tStartCenter - yAxisWidth.width / 2
						}
						context.fillText(`${item}`, opts.xOffset + tmpstrat, opts.yOffset + pos + yAxisFontSize / 2 - 3 * opts.pixelRatio);
					}
					context.closePath();
					context.stroke();
					context.textAlign = ('left');
				});
				//画Y轴轴线
				if (yData.axisLine != false) {
					context.beginPath();
					context.strokeStyle = yData.axisLineColor ?? '#cccccc';
					context.lineWidth = (1 * opts.pixelRatio);
					if (yAxisWidth.position == 'left') {
						context.moveTo(opts.xOffset + tStartLeft, opts.height - opts.area[2] + opts.yOffset);
						context.lineTo(opts.xOffset + tStartLeft, opts.area[0] + opts.yOffset);
					} else if (yAxisWidth.position == 'right') {
						context.moveTo(opts.xOffset + tStartRight, opts.height - opts.area[2] + opts.yOffset);
						context.lineTo(opts.xOffset + tStartRight, opts.area[0] + opts.yOffset);
					} else if (yAxisWidth.position == 'center') {
						context.moveTo(opts.xOffset + tStartCenter, opts.height - opts.area[2] + opts.yOffset);
						context.lineTo(opts.xOffset + tStartCenter, opts.area[0] + opts.yOffset);
					}
					context.stroke();
				}
				//画Y轴标题
				if (opts.yAxis.showTitle) {
					let titleFontSize = yData.titleFontSize != null ? yData.titleFontSize! * opts.pixelRatio : config.fontSize
					let title = yData.title!;
					context.beginPath();
					context.font = `${titleFontSize}px sans-serif`
					context.fillStyle = (yData.titleFontColor ?? opts.fontColor);
					if (yAxisWidth.position == 'left') {
						context.fillText(title, opts.xOffset + tStartLeft - measureText(title, titleFontSize) / 2 + (yData.titleOffsetX ?? 0), opts.yOffset + opts.area[0] - (10 - (yData.titleOffsetY ?? 0)) * opts.pixelRatio);
					} else if (yAxisWidth.position == 'right') {
						context.fillText(title, opts.xOffset + tStartRight - measureText(title, titleFontSize) / 2 + (yData.titleOffsetX ?? 0), opts.yOffset + opts.area[0] - (10 - (yData.titleOffsetY ?? 0)) * opts.pixelRatio);
					} else if (yAxisWidth.position == 'center') {
						context.fillText(title, opts.xOffset + tStartCenter - measureText(title, titleFontSize) / 2 + (yData.titleOffsetX ?? 0), opts.yOffset + opts.area[0] - (10 - (yData.titleOffsetY ?? 0)) * opts.pixelRatio);
					}
					context.closePath();
					context.stroke();
				}
				if (yAxisWidth.position == 'left') {
					tStartLeft -= (yAxisWidth.width + opts.yAxis.padding * opts.pixelRatio);
				} else {
					tStartRight += yAxisWidth.width + opts.yAxis.padding * opts.pixelRatio;
				}
			}
		}
	}
}
function drawYAxisGrid(categories : string[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D) {
	if (opts.yAxis.disableGrid == true) {
		return;
	}
	let spacingValid = opts.height - opts.area[0] - opts.area[2];
	let eachSpacing = spacingValid / opts.yAxis.splitNumber;
	let startX = opts.area[3];
	let xAxisPoints = opts.chartData.xAxisData.xAxisPoints!,
		xAxiseachSpacing = opts.chartData.xAxisData.eachSpacing!;
	let TotalWidth = xAxiseachSpacing * (xAxisPoints.length - 1);
	if (opts.type == 'mount' && opts.extra != null && opts.extra.mount != null && opts.extra.mount!.widthRatio != null && opts.extra.mount!.widthRatio > 1) {
		if (opts.extra.mount!.widthRatio > 2) opts.extra.mount!.widthRatio = 2
		TotalWidth += (opts.extra.mount!.widthRatio - 1) * xAxiseachSpacing;
	}
	let endX = startX + TotalWidth;
	let points : number[] = [];
	let startY = 1
	if (opts.xAxis.axisLine == false) {
		startY = 0
	}
	for (let i = startY; i < opts.yAxis.splitNumber + 1; i++) {
		points.push(opts.height - opts.area[2] - eachSpacing * i);
	}
	context.save();
	if (opts._scrollDistance_ != null && opts._scrollDistance_ != 0) {
		context.translate(opts._scrollDistance_!, 0);
	}
	if (opts.yAxis.gridType == 'dash') {
		context.setLineDash([opts.yAxis.dashLength * opts.pixelRatio, opts.yAxis.dashLength * opts.pixelRatio]);
	}
	context.strokeStyle = opts.yAxis.gridColor;
	context.lineWidth = (1 * opts.pixelRatio);
	points.forEach(function (item, index) {
		context.beginPath();
		context.moveTo(startX + opts.xOffset, item + opts.yOffset);
		context.lineTo(endX + opts.xOffset, item + opts.yOffset);
		context.stroke();
	});
	context.setLineDash([]);
	context.restore();
}
function fillCustomColor(linearType : string, customColor : string[] | null, series : ChartOptionsSeries[], config : TuiChartConfig) : string[] {
	let newcolor = customColor ?? [];
	if (linearType == 'custom' && newcolor.length == 0) {
		newcolor = config.linearColor;
	}
	if (linearType == 'custom' && newcolor.length < series.length) {
		let chazhi = series.length - newcolor.length;
		for (let i = 0; i < chazhi; i++) {
			newcolor.push(config.linearColor[(i + 1) % config.linearColor.length]);
		}
	}
	return newcolor;
}
function drawXAxis(categories : string[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D) {
	let xAxisData = opts.chartData.xAxisData,
		xAxisPoints = xAxisData.xAxisPoints!,
		startX = xAxisData.startX!,
		endX = xAxisData.endX!,
		eachSpacing = xAxisData.eachSpacing!;
	let boundaryGap = 'center';
	if (opts.type == 'bar' || opts.type == 'line' || opts.type == 'area' || opts.type == 'scatter' || opts.type == 'bubble') {
		boundaryGap = opts.xAxis.boundaryGap;
	}
	let startY = opts.height - opts.area[2];
	let endY = opts.area[0];

	//绘制滚动条
	if (opts.enableScroll && opts.xAxis.scrollShow) {
		let scrollY = opts.height - opts.area[2] + config.xAxisHeight;
		let scrollScreenWidth = endX - startX;
		let scrollTotalWidth = eachSpacing * (xAxisPoints.length - 1);
		if (opts.type == 'mount' && opts.extra != null && opts.extra.mount != null && opts.extra.mount!.widthRatio != null && opts.extra.mount!.widthRatio > 1) {
			if (opts.extra.mount!.widthRatio > 2) opts.extra.mount!.widthRatio = 2
			scrollTotalWidth += (opts.extra.mount!.widthRatio - 1) * eachSpacing;
		}
		let scrollWidth = scrollScreenWidth * scrollScreenWidth / scrollTotalWidth;
		let scrollLeft = 0;
		if (opts._scrollDistance_ != null) {
			scrollLeft = -opts._scrollDistance_! * (scrollScreenWidth) / scrollTotalWidth;
		}
		context.beginPath();
		context.lineCap = ('round');
		context.lineWidth = (6 * opts.pixelRatio);
		context.strokeStyle = opts.xAxis.scrollBackgroundColor ?? "#EFEBEF";
		context.moveTo(startX + opts.xOffset, scrollY + opts.yOffset);
		context.lineTo(endX + opts.xOffset, scrollY + opts.yOffset);
		context.stroke();
		context.closePath();
		context.beginPath();
		context.lineCap = ('round');
		context.lineWidth = (6 * opts.pixelRatio);
		context.strokeStyle = opts.xAxis.scrollColor ?? "#A6A6A6";
		context.moveTo(opts.xOffset + startX + scrollLeft, scrollY + opts.yOffset);
		context.lineTo(opts.xOffset + startX + scrollLeft + scrollWidth, scrollY + opts.yOffset);
		context.stroke();
		context.closePath();
		context.lineCap = ('butt');
	}
	context.save();
	if (opts._scrollDistance_ != null && opts._scrollDistance_ != 0) {
		context.translate(opts._scrollDistance_!, 0);
	}
	//绘制X轴刻度线
	if (opts.xAxis.calibration == true) {
		context.strokeStyle = opts.xAxis.gridColor ?? "#cccccc";
		context.lineCap = ('butt');
		context.lineWidth = (1 * opts.pixelRatio);
		xAxisPoints.forEach(function (item, index) {
			if (index > 0) {
				context.beginPath();
				context.moveTo(opts.xOffset + item - eachSpacing / 2, startY + opts.yOffset);
				context.lineTo(opts.xOffset + item - eachSpacing / 2, startY + 3 * opts.pixelRatio + opts.yOffset);
				context.closePath();
				context.stroke();
			}
		});
	}
	//绘制X轴网格
	if (opts.xAxis.disableGrid != true) {
		context.strokeStyle = opts.xAxis.gridColor ?? "#cccccc";
		context.lineCap = ('butt');
		context.lineWidth = (1 * opts.pixelRatio);
		if (opts.xAxis.gridType == 'dash') {
			context.setLineDash([opts.xAxis.dashLength * opts.pixelRatio, opts.xAxis.dashLength * opts.pixelRatio]);
		}
		opts.xAxis.gridEval = opts.xAxis.gridEval ?? 1;
		xAxisPoints.forEach(function (item, index) {
			if (index % opts.xAxis.gridEval == 0) {
				context.beginPath();
				context.moveTo(item + opts.xOffset, startY + opts.yOffset);
				context.lineTo(item + opts.xOffset, endY + opts.yOffset);
				context.stroke();
			}
		});
		context.setLineDash([]);
	}
	//绘制X轴文案
	if (opts.xAxis.disabled != true) {
		// 对X轴列表做抽稀处理
		//默认全部显示X轴标签
		let maxXAxisListLength = categories.length;
		//如果设置了X轴单屏数量
		if (opts.xAxis.labelCount != null) {
			//如果设置X轴密度
			if (opts.xAxis.itemCount != null) {
				maxXAxisListLength = Math.ceil(categories.length / opts.xAxis.itemCount * opts.xAxis.labelCount!);
			} else {
				maxXAxisListLength = opts.xAxis.labelCount!;
			}
			maxXAxisListLength -= 1;
		}

		let ratio = Math.ceil(categories.length / maxXAxisListLength);

		let newCategories : string[] = [];
		let cgLength = categories.length;
		for (let i = 0; i < cgLength; i++) {
			if (i % ratio != 0) {
				newCategories.push("");
			} else {
				newCategories.push(categories[i]);
			}
		}
		newCategories[cgLength - 1] = categories[cgLength - 1];
		let xAxisFontSize = opts.xAxis.fontSize != null ? opts.xAxis.fontSize * opts.pixelRatio : config.fontSize;
		if (config._xAxisTextAngle_ == 0) {
			newCategories.forEach(function (item, index) {
				let xitem : string = item
				if (opts.xAxis.formatter != null) {
					const fun = opts.xAxis.formatter as (val : string, index : number, opts : ChartOptions) => string
					xitem = fun(item, index, opts)
				}
				let offset = -measureText(`${xitem}`, xAxisFontSize) / 2;
				if (boundaryGap == 'center') {
					offset += eachSpacing / 2;
				}
				let scrollHeight = 0;
				if (opts.xAxis.scrollShow) {
					scrollHeight = 6 * opts.pixelRatio;
				}
				// 如果在主视图区域内
				let _scrollDistance_ = opts._scrollDistance_ ?? 0;
				let truePoints = boundaryGap == 'center' ? xAxisPoints[index] + eachSpacing / 2 : xAxisPoints[index];
				if (xitem != '' && (truePoints - Math.abs(_scrollDistance_)) >= (opts.area[3] - 1) && (truePoints - Math.abs(_scrollDistance_)) <= (opts.width - opts.area[1] + 1)) {
					context.beginPath();
					context.font = `${xAxisFontSize}px sans-serif`
					context.fillStyle = (opts.xAxis.fontColor ?? opts.fontColor);
					context.fillText(`${xitem}`, opts.xOffset + xAxisPoints[index] + offset, opts.yOffset + startY + opts.xAxis.marginTop * opts.pixelRatio + (opts.xAxis.lineHeight - opts.xAxis.fontSize) * opts.pixelRatio / 2 + opts.xAxis.fontSize * opts.pixelRatio);
					context.closePath();
					context.stroke();
				}
			});
		} else {
			newCategories.forEach(function (item, index) {
				// let xitem = opts.xAxis.formatter ? opts.xAxis.formatter(item) : item;
				let xitem : string = item
				if (opts.xAxis.formatter != null) {
					const fun = opts.xAxis.formatter as (val : string) => string
					xitem = fun(item)
				}
				// 如果在主视图区域内
				let _scrollDistance_ = opts._scrollDistance_ ?? 0;
				let truePoints = boundaryGap == 'center' ? xAxisPoints[index] + eachSpacing / 2 : xAxisPoints[index];
				if (xitem != '' && (truePoints - Math.abs(_scrollDistance_)) >= (opts.area[3] - 1) && (truePoints - Math.abs(_scrollDistance_)) <= (opts.width - opts.area[1] + 1)) {
					context.save();
					context.beginPath();
					context.font = `${xAxisFontSize}px sans-serif`
					context.fillStyle = (opts.xAxis.fontColor ?? opts.fontColor);
					let textWidth = measureText(`${xitem}`, xAxisFontSize);
					let offsetX = xAxisPoints[index];
					if (boundaryGap == 'center') {
						offsetX = xAxisPoints[index] + eachSpacing / 2;
					}
					let scrollHeight = 0;
					if (opts.xAxis.scrollShow) {
						scrollHeight = 6 * opts.pixelRatio;
					}
					let offsetY = startY + opts.xAxis.marginTop * opts.pixelRatio + xAxisFontSize - xAxisFontSize * Math.abs(Math.sin(config._xAxisTextAngle_));
					if (opts.xAxis.rotateAngle < 0) {
						offsetX -= xAxisFontSize / 2;
						textWidth = 0;
					} else {
						offsetX += xAxisFontSize / 2;
						textWidth = -textWidth;
					}
					context.translate(offsetX, offsetY);
					context.rotate(-1 * config._xAxisTextAngle_);
					context.fillText(`${xitem}`, textWidth + opts.xOffset, 0 + opts.yOffset);
					context.closePath();
					context.stroke();
					context.restore();
				}
			});
		}
	}
	context.restore();

	//画X轴标题
	if (opts.xAxis.title != null) {
		context.beginPath();
		context.font = `${opts.xAxis.titleFontSize * opts.pixelRatio}px sans-serif`
		context.fillStyle = (opts.xAxis.titleFontColor);
		context.fillText(`${opts.xAxis.title}`, opts.xOffset + opts.width - opts.area[1] + opts.xAxis.titleOffsetX * opts.pixelRatio, opts.height - opts.area[2] + opts.xAxis.marginTop * opts.pixelRatio + (opts.xAxis.lineHeight - opts.xAxis.titleFontSize) * opts.pixelRatio / 2 + (opts.xAxis.titleFontSize + opts.xAxis.titleOffsetY) * opts.pixelRatio + opts.yOffset);
		context.closePath();
		context.stroke();
	}

	//绘制X轴轴线
	if (opts.xAxis.axisLine) {
		context.beginPath();
		context.strokeStyle = opts.xAxis.axisLineColor;
		context.lineWidth = (1 * opts.pixelRatio);
		context.moveTo(startX + opts.xOffset, opts.height - opts.area[2] + opts.yOffset);
		context.lineTo(endX + opts.xOffset, opts.height - opts.area[2] + opts.yOffset);
		context.stroke();
	}
}
function getColumnDataPoints(data : ChartOptionsSeriesData[], minRange : number, maxRange : number, xAxisPoints : number[], eachSpacing : number, opts : ChartOptions, config : TuiChartConfig, zeroPoints : number, process : number = 1) : ChartOptionsChartDataCalPoints[] {
	// let process = arguments.length > 8 && arguments[8] != undefined ? arguments[8] : 1;
	let points : ChartOptionsChartDataCalPoints[] = [];
	let validHeight = opts.height - opts.area[0] - opts.area[2];
	let validWidth = opts.width - opts.area[1] - opts.area[3];
	data.forEach(function (item, index) {
		if (item == null) {
			// points.push(null);
		} else {
			const point = new ChartOptionsChartDataCalPoints()
			point.color = item.color;
			point.x = xAxisPoints[index];
			let value = item.value!;
			// if (typeof item == 'object' && item != null) {
			// 	if (Array.isArray(item)) {
			// 		let xranges = [...opts.chartData.xAxisData.ranges!];
			// 		let xminRange = xranges.shift()!;
			// 		let xmaxRange = xranges.pop()!;
			// 		// value = item[1];
			// 		point.x = opts.area[3] + validWidth * (item[0] - xminRange) / (xmaxRange - xminRange);
			// 	} else {
			// 		// value = item.value;
			// 	}
			// }
			point.x += eachSpacing / 2;
			let height = validHeight * (value * process - minRange) / (maxRange - minRange);
			point.y = opts.height - height - opts.area[2];
			points.push(point);
		}
	});
	return points;
}

function getStackDataPoints(data : ChartOptionsSeriesData[], minRange : number, maxRange : number, xAxisPoints : number[], eachSpacing : number, opts : ChartOptions, config : TuiChartConfig, seriesIndex : number, stackSeries : ChartOptionsSeries[], process : number = 1) : ChartOptionsChartDataCalPoints[] {
	// let process = arguments.length > 9 && arguments[9] != undefined ? arguments[9] : 1;
	let points : ChartOptionsChartDataCalPoints[] = [];
	let validHeight = opts.height - opts.area[0] - opts.area[2];
	data.forEach(function (item : ChartOptionsSeriesData, index : number) {
		if (item == null) {
			// points.push(null);
		} else {
			let point = new ChartOptionsChartDataCalPoints()
			point.color = item.color;
			point.x = xAxisPoints[index] + Math.round(eachSpacing / 2);
			let height0 : number
			let height : number
			if (seriesIndex > 0) {
				let value = 0;
				for (let i = 0; i <= seriesIndex; i++) {
					const val = stackSeries[i].data![index]!.value!
					value += val;
				}
				let value0 = value - item.value!;
				height = validHeight * (value - minRange) / (maxRange - minRange);
				height0 = validHeight * (value0 - minRange) / (maxRange - minRange);
			} else {
				let value : number = item.value!;
				height = validHeight * (value - minRange) / (maxRange - minRange);
				height0 = 0;
			}
			let heightc = height0;
			height *= process;
			heightc *= process;
			point.y = opts.height - Math.round(height) - opts.area[2];
			// if (index == 0) console.log(point.y, opts.height, Math.round(height), opts.area)
			point.y0 = opts.height - Math.round(heightc) - opts.area[2];
			points.push(point);
		}
	});
	return points;
}
function fixColumeData(points : ChartOptionsChartDataCalPoints[], eachSpacing : number, columnLen : number, index : number, config : TuiChartConfig, opts : ChartOptions) : ChartOptionsChartDataCalPoints[] {
	return points.map(function (item : ChartOptionsChartDataCalPoints) : ChartOptionsChartDataCalPoints {
		// if (item == null) {
		// 	return null;
		// }
		let seriesGap = 0;
		let categoryGap = 0;
		if (opts.type == 'mix') {
			seriesGap = (opts.extra.mix?.column?.seriesGap ?? 0) * opts.pixelRatio;
			categoryGap = (opts.extra.mix?.column?.categoryGap ?? 0) * opts.pixelRatio;
		} else {
			seriesGap = opts.extra.column!.seriesGap * opts.pixelRatio ?? 0;
			categoryGap = opts.extra.column!.categoryGap * opts.pixelRatio ?? 0;
		}
		seriesGap = Math.min(seriesGap, eachSpacing / columnLen)
		categoryGap = Math.min(categoryGap, eachSpacing / columnLen)
		item.width = Math.ceil((eachSpacing - 2 * categoryGap - seriesGap * (columnLen - 1)) / columnLen);
		if (opts.extra.mix != null && opts.extra.mix!.column!.width != null && opts.extra.mix!.column!.width! > 0) {
			item.width = Math.min(item.width!, opts.extra.mix!.column!.width! * opts.pixelRatio);
		}
		if (opts.extra.column != null && opts.extra.column!.width != null && opts.extra.column!.width > 0) {
			item.width = Math.min(item.width!, opts.extra.column!.width * opts.pixelRatio);
		}
		if (item.width! <= 0) {
			item.width = 1;
		}
		item.x += (index + 0.5 - columnLen / 2) * (item.width! + seriesGap);
		return item;
	});
}
function drawColumePointText(points : ChartOptionsChartDataCalPoints[], series : ChartOptionsSeries, config : TuiChartConfig, context : CanvasRenderingContext2D, opts : ChartOptions) {
	// 绘制数据文案
	let data : ChartOptionsSeriesData[] = series.data!;
	let textOffset = series.textOffset != null ? series.textOffset! : 0;
	let Position = opts.extra.column!.labelPosition;
	points.forEach(function (item, index) {
		if (item != null) {
			context.beginPath();
			let fontSize = series.textSize != null ? series.textSize! * opts.pixelRatio : config.fontSize;
			context.font = `${fontSize}px sans-serif`
			context.fillStyle = (series.textColor ?? opts.fontColor);
			let value : number = data[index].value!
			// if (typeof data[index] == 'object' && data[index] != null) {
			// 	if (Array.isArray(data[index])) {
			// 		value = data[index][1];
			// 	} else {
			// 		value = data[index].value!
			// 	}
			// }
			// let formatVal = series.formatter ? series.formatter(value, index, series, opts) : value;
			// let formatVal : number = value
			// if (series.formatter != null) {
			// 	const fun = series.formatter as (value, index, series, opts) => number
			// }
			//后续需要传入函数进行内容格式显示
			let formatVal = value
			context.textAlign = ('center');
			let startY = item.y - 4 * opts.pixelRatio + textOffset * opts.pixelRatio;
			if (item.y > series.zeroPoints!) {
				startY = item.y + textOffset * opts.pixelRatio + fontSize;
			}
			if (Position == 'insideTop') {
				startY = item.y + fontSize + textOffset * opts.pixelRatio;
				if (item.y > series.zeroPoints!) {
					startY = item.y - textOffset * opts.pixelRatio - 4 * opts.pixelRatio;
				}
			}
			if (Position == 'center') {
				startY = item.y + textOffset * opts.pixelRatio + (opts.height - opts.area[2] - item.y + fontSize) / 2;
				if (series.zeroPoints! < opts.height - opts.area[2]) {
					startY = item.y + textOffset * opts.pixelRatio + (series.zeroPoints! - item.y + fontSize) / 2;
				}
				if (item.y > series.zeroPoints!) {
					startY = item.y - textOffset * opts.pixelRatio - (item.y - series.zeroPoints! - fontSize) / 2;
				}
				if (opts.extra.column!.type == 'stack') {
					startY = item.y + textOffset * opts.pixelRatio + (item.y0 - item.y + fontSize) / 2;
				}
			}
			if (Position == 'bottom') {
				startY = opts.height - opts.area[2] + textOffset * opts.pixelRatio - 4 * opts.pixelRatio;
				if (series.zeroPoints! < opts.height - opts.area[2]) {
					startY = series.zeroPoints! + textOffset * opts.pixelRatio - 4 * opts.pixelRatio;
				}
				if (item.y > series.zeroPoints!) {
					startY = series.zeroPoints! - textOffset * opts.pixelRatio + fontSize + 2 * opts.pixelRatio;
				}
				if (opts.extra.column!.type == 'stack') {
					startY = item.y0 + textOffset * opts.pixelRatio - 4 * opts.pixelRatio;
				}
			}
			context.fillText(`${formatVal}`, item.x + opts.xOffset, startY + opts.yOffset);
			context.closePath();
			context.stroke();
			context.textAlign = ('left');
		}
	});
}
function drawToolTipSplitArea(offsetX : number, opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, eachSpacing : number) {
	const xOffset = opts.xOffset;
	const yOffset = opts.yOffset;
	let toolTipOption = opts.extra.column!
	if (toolTipOption.activeWidth == -1) toolTipOption.activeWidth = eachSpacing
	toolTipOption.activeWidth = toolTipOption.activeWidth > eachSpacing ? eachSpacing : toolTipOption.activeWidth;
	let startY = opts.area[0];
	let endY = opts.height - opts.area[2];
	context.beginPath();
	context.fillStyle = hexToRgb(toolTipOption.activeBgColor, toolTipOption.activeBgOpacity);
	context.rect(offsetX - toolTipOption.activeWidth / 2 + xOffset, startY + yOffset, toolTipOption.activeWidth + xOffset, endY - startY);
	context.closePath();
	context.fill();
	context.fillStyle = "#FFFFFF";
}
function fixColumeMeterData(points : ChartOptionsChartDataCalPoints[], eachSpacing : number, columnLen : number, index : number, config : TuiChartConfig, opts : ChartOptions, border : number) : ChartOptionsChartDataCalPoints[] {
	let categoryGap : number = opts.extra.column!.categoryGap * opts.pixelRatio ?? 0;
	return points.map((item : ChartOptionsChartDataCalPoints) : ChartOptionsChartDataCalPoints => {
		// if (item == null) {
		// 	return null;
		// }
		item.width = eachSpacing - 2 * categoryGap;
		if (opts.extra.column != null && +opts.extra.column!.width > 0) {
			item.width = Math.min(item.width!, +opts.extra.column!.width * opts.pixelRatio);
		}
		if (index > 0) {
			item.width = item.width! - border;
		}
		return item;
	});
}
function getArrDataPoints(data : number[][], minRange : number, maxRange : number, xAxisPoints : number[], eachSpacing : number, opts : ChartOptions, config : TuiChartConfig, process : number = 1) : ChartOptionsChartDataCalPoints[] {
	let boundaryGap = opts.xAxis.boundaryGap;
	let points : ChartOptionsChartDataCalPoints[] = [];
	let validHeight = opts.height - opts.area[0] - opts.area[2];
	let validWidth = opts.width - opts.area[1] - opts.area[3];
	data.forEach((item, index) => {
		const point = new ChartOptionsChartDataCalPoints()
		const xranges = [...opts.chartData.xAxisData.ranges!];
		const xminRange = xranges.shift()!;
		const xmaxRange = xranges.pop()!;
		let value = item[1];
		point.x = opts.area[3] + validWidth * (item[0] - xminRange) / (xmaxRange - xminRange);
		if (opts.type == 'bubble') {
			point.r = item[2];
			point.t = item[3];
		}
		if (boundaryGap == 'center') {
			point.x += eachSpacing / 2;
		}
		let height = validHeight * (value - minRange) / (maxRange - minRange);
		height *= process;
		point.y = opts.height - height - opts.area[2];
		points.push(point);
	});
	return points;
}
function getDataPoints(data : ChartOptionsSeriesData[], minRange : number, maxRange : number, xAxisPoints : number[], eachSpacing : number, opts : ChartOptions, config : TuiChartConfig, process : number = 1) : ChartOptionsChartDataCalPoints[] {
	let boundaryGap = 'center';
	if (opts.type == 'line' || opts.type == 'area' || opts.type == 'bubble') {
		boundaryGap = opts.xAxis.boundaryGap;
	}
	let points : ChartOptionsChartDataCalPoints[] = [];
	let validHeight = opts.height - opts.area[0] - opts.area[2];
	let validWidth = opts.width - opts.area[1] - opts.area[3];
	data.forEach((item, index) => {
		if (item.value == null) {
			// points.push(null);
		} else {
			const point = new ChartOptionsChartDataCalPoints()
			point.color = item.color;
			point.x = xAxisPoints[index];
			let value : number = item.value!
			//暂时未发现有这种方式的使用场景后续在看是否保留
			// console.log(Array.isArray(item))
			// if (typeof item == 'object' && item != null) {
			// 	if (Array.isArray(item)) {
			// 		const xranges = [...opts.chartData.xAxisData.ranges!];
			// 		const xminRange = xranges.shift()!;
			// 		const xmaxRange = xranges.pop()!;
			// 		value = item[1];
			// 		point.x = opts.area[3] + validWidth * (item[0] - xminRange) / (xmaxRange - xminRange);
			// 		if (opts.type == 'bubble') {
			// 			point.r = item[2];
			// 			point.t = item[3];
			// 		}
			// 	} else {
			// 		value = item.value;
			// 	}
			// }

			if (boundaryGap == 'center') {
				point.x += eachSpacing / 2;
			}
			let height = validHeight * (value - minRange) / (maxRange - minRange);
			height *= process;
			point.y = opts.height - height - opts.area[2];
			points.push(point);
		}
	});
	return points;
}
function drawColumnDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartColumnDataPoints {
	let xAxisData = opts.chartData.xAxisData,
		xAxisPoints = xAxisData.xAxisPoints!,
		eachSpacing = xAxisData.eachSpacing!;
	let columnOption = opts.extra.column!
	let calPoints : ChartOptionsChartDataCalPoints[][] = [];
	context.save();
	let leftNum = -2;
	let rightNum = xAxisPoints.length + 2;
	if (opts._scrollDistance_ != null && opts._scrollDistance_ != 0 && opts.enableScroll == true) {
		context.translate(opts._scrollDistance_!, 0);
		leftNum = Math.floor((-opts._scrollDistance_!) / eachSpacing) - 2;
		rightNum = leftNum + opts.xAxis.itemCount + 4;
	}
	//这里注释的代码后序需要使用到
	if (opts.tooltip != null && opts.tooltip!.textList.length > 0 && process == 1) {
		drawToolTipSplitArea(opts.tooltip!.offset.x, opts, config, context, eachSpacing);
	}
	columnOption.customColor = fillCustomColor(columnOption.linearType, columnOption.customColor, series, config);
	series.forEach(function (eachSeries, seriesIndex) {
		let ranges : string[] = [...opts.chartData.yAxisData.ranges![eachSeries.index!]];
		let minRange : number = parseFloat(ranges.pop()!);
		let maxRange : number = parseFloat(ranges.shift()!);
		// 计算0轴坐标
		let spacingValid = opts.height - opts.area[0] - opts.area[2];
		let zeroHeight = spacingValid * (0 - minRange) / (maxRange - minRange);
		let zeroPoints = opts.height - Math.round(zeroHeight) - opts.area[2];
		eachSeries.zeroPoints = zeroPoints;
		let data = eachSeries.data!;
		let points : ChartOptionsChartDataCalPoints[]
		switch (columnOption.type) {
			case 'group':
				points = getColumnDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, zeroPoints, process);
				let tooltipPoints = getStackDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, seriesIndex, series, process);
				calPoints.push(tooltipPoints);
				points = fixColumeData(points, eachSpacing, series.length, seriesIndex, config, opts);
				for (let i = 0; i < points.length; i++) {
					let item = points[i];
					if (item != null && i > leftNum && i < rightNum) {
						let startX = item.x - (item.width!) / 2;
						let height = opts.height - item.y - opts.area[2];
						context.beginPath();
						let fillColor : any = item.color ?? eachSeries.color!
						let strokeColor = item.color ?? eachSeries.color!
						if (columnOption.linearType != 'none') {
							let grd : CanvasGradient = context.createLinearGradient(startX + opts.xOffset, item.y + opts.yOffset, startX + opts.xOffset, zeroPoints + opts.yOffset);
							//透明渐变
							if (columnOption.linearType == 'opacity') {
								grd.addColorStop(0, hexToRgb(`${fillColor}`, columnOption.linearOpacity));
								grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
							} else {
								grd.addColorStop(0, hexToRgb(columnOption.customColor[eachSeries.linearIndex!], columnOption.linearOpacity));
								grd.addColorStop(columnOption.colorStop, hexToRgb(columnOption.customColor[eachSeries.linearIndex!], columnOption.linearOpacity));
								grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
							}
							fillColor = grd
						}
						// 圆角边框
						if ((columnOption.barBorderRadius.length == 4) || columnOption.barBorderCircle == true) {
							const left = startX;
							const top = item.y > zeroPoints ? zeroPoints : item.y;
							const width = item.width!;
							const height = Math.abs(zeroPoints - item.y);
							if (columnOption.barBorderCircle) {
								columnOption.barBorderRadius = [width / 2, width / 2, 0, 0];
							}
							if (item.y > zeroPoints) {
								columnOption.barBorderRadius = [0, 0, width / 2, width / 2];
							}
							let r0 = columnOption.barBorderRadius[0]
							let r1 = columnOption.barBorderRadius[1]
							let r2 = columnOption.barBorderRadius[2]
							let r3 = columnOption.barBorderRadius[3]
							let minRadius = Math.min(width / 2, height / 2);
							r0 = r0 > minRadius ? minRadius : r0;
							r1 = r1 > minRadius ? minRadius : r1;
							r2 = r2 > minRadius ? minRadius : r2;
							r3 = r3 > minRadius ? minRadius : r3;
							r0 = r0 < 0 ? 0 : r0;
							r1 = r1 < 0 ? 0 : r1;
							r2 = r2 < 0 ? 0 : r2;
							r3 = r3 < 0 ? 0 : r3;
							context.arc(opts.xOffset + left + r0, opts.yOffset + top + r0, r0, -Math.PI, -Math.PI / 2, false);
							context.arc(opts.xOffset + left + width - r1, opts.yOffset + top + r1, r1, -Math.PI / 2, 0, false);
							context.arc(opts.xOffset + left + width - r2, opts.yOffset + top + height - r2, r2, 0, Math.PI / 2, false);
							context.arc(opts.xOffset + left + r3, opts.yOffset + top + height - r3, r3, Math.PI / 2, Math.PI, false);
						} else {
							context.moveTo(opts.xOffset + startX, item.y + opts.yOffset);
							context.lineTo(opts.xOffset + startX + item.width!, item.y + opts.yOffset);
							context.lineTo(opts.xOffset + startX + item.width!, zeroPoints + opts.yOffset);
							context.lineTo(opts.xOffset + startX, zeroPoints + opts.yOffset);
							context.lineTo(opts.xOffset + startX, item.y + opts.yOffset);
							context.lineWidth = 1
							context.strokeStyle = strokeColor;
						}
						context.fillStyle = fillColor
						context.closePath();
						context.fill();
					}
				};
				break;
			case 'stack':
				// 绘制堆叠数据图
				points = getStackDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, seriesIndex, series, process);
				calPoints.push(points);
				points = fixColumeStackData(points, eachSpacing, opts);
				for (let i = 0; i < points.length; i++) {
					let item = points[i];
					if (item != null && i > leftNum && i < rightNum) {
						context.beginPath();
						let fillColor = item.color ?? eachSeries.color!;
						let startX = item.x - (item.width!) / 2 + 1;
						let height = opts.height - item.y - opts.area[2];
						let height0 = opts.height - item.y0 - opts.area[2];
						if (seriesIndex > 0) {
							height -= height0;
						}
						context.fillStyle = (fillColor);
						context.moveTo(opts.xOffset + startX, opts.yOffset + item.y);
						context.fillRect(opts.xOffset + startX, opts.yOffset + item.y, item.width!, height);
						context.closePath();
						context.fill();
					}
				};
				break;
			case 'meter':
				// 绘制温度计数据图 以下内容暂时不翻译不能删
				points = getDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);
				calPoints.push(points);
				points = fixColumeMeterData(points, eachSpacing, series.length, seriesIndex, config, opts, columnOption.meterBorder);
				for (let i = 0; i < points.length; i++) {
					let item = points[i];
					if (item != null && i > leftNum && i < rightNum) {
						//画背景颜色
						context.beginPath();
						if (seriesIndex == 0 && columnOption.meterBorder > 0) {
							context.strokeStyle = eachSeries.color!;
							context.lineWidth = (columnOption.meterBorder * opts.pixelRatio);
						}
						if (seriesIndex == 0) {
							context.fillStyle = (columnOption.meterFillColor);
						} else {
							context.fillStyle = item.color ?? eachSeries.color!;
						}
						let startX = item.x - (item.width!) / 2;
						let height = opts.height - item.y - opts.area[2];
						if ((columnOption.barBorderRadius.length == 4) || columnOption.barBorderCircle == true) {
							const left = startX;
							const top = item.y;
							const width = item.width!;
							const height = zeroPoints - item.y;
							if (columnOption.barBorderCircle) {
								columnOption.barBorderRadius = [width / 2, width / 2, 0, 0];
							}
							// let [r0, r1, r2, r3] = columnOption.barBorderRadius;
							let r0 : number = columnOption.barBorderRadius[0]
							let r1 : number = columnOption.barBorderRadius[1]
							let r2 : number = columnOption.barBorderRadius[2]
							let r3 : number = columnOption.barBorderRadius[3]
							let minRadius = Math.min(width / 2, height / 2);
							r0 = r0 > minRadius ? minRadius : r0;
							r1 = r1 > minRadius ? minRadius : r1;
							r2 = r2 > minRadius ? minRadius : r2;
							r3 = r3 > minRadius ? minRadius : r3;
							r0 = r0 < 0 ? 0 : r0;
							r1 = r1 < 0 ? 0 : r1;
							r2 = r2 < 0 ? 0 : r2;
							r3 = r3 < 0 ? 0 : r3;
							context.arc(opts.xOffset + left + r0, opts.yOffset + top + r0, r0, -Math.PI, -Math.PI / 2);
							context.arc(opts.xOffset + left + width - r1, opts.yOffset + top + r1, r1, -Math.PI / 2, 0);
							context.arc(opts.xOffset + left + width - r2, opts.yOffset + top + height - r2, r2, 0, Math.PI / 2);
							context.arc(opts.xOffset + left + r3, opts.yOffset + top + height - r3, r3, Math.PI / 2, Math.PI);
							context.fill();
						} else {
							context.moveTo(opts.xOffset + startX, item.y + opts.yOffset);
							context.lineTo(opts.xOffset + startX + item.width!, item.y + opts.yOffset);
							context.lineTo(opts.xOffset + startX + item.width!, zeroPoints + opts.yOffset);
							context.lineTo(opts.xOffset + startX, zeroPoints + opts.yOffset);
							context.lineTo(opts.xOffset + startX, item.y + opts.yOffset);
							context.fill();
						}
						if (seriesIndex == 0 && columnOption.meterBorder > 0) {
							context.closePath();
							context.stroke();
						}
					}
				}
				break;
		}
	});

	if (opts.dataLabel != false && process == 1) {
		series.forEach(function (eachSeries, seriesIndex) {
			let ranges : string[] = [...opts.chartData.yAxisData.ranges![eachSeries.index!]];
			let minRange : number = parseFloat(ranges.pop()!);
			let maxRange : number = parseFloat(ranges.shift()!);
			let data = eachSeries.data!;
			let points : ChartOptionsChartDataCalPoints[]
			switch (columnOption.type) {
				case 'group':
					points = getColumnDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);
					points = fixColumeData(points, eachSpacing, series.length, seriesIndex, config, opts);
					drawColumePointText(points, eachSeries, config, context, opts);
					break;
				case 'stack':
					points = getStackDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, seriesIndex, series, process);
					drawColumePointText(points, eachSeries, config, context, opts);
					break;
				case 'meter':
					points = getDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);
					drawColumePointText(points, eachSeries, config, context, opts);
					break;
			}
		});
	}
	context.restore();
	return {
		yAxisPoints: [] as number[],
		xAxisPoints: xAxisPoints,
		calPoints: calPoints,
		eachSpacing: eachSpacing
	} as ChartColumnDataPoints
}
function drawLegend(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, chartData : ChartOptionsChartData) {
	if (opts.legend.show == false) {
		return;
	}
	let legendData = chartData.legendData;
	let legendList = legendData.points;
	let legendArea = legendData.area;
	let padding = opts.legend.padding * opts.pixelRatio;
	let fontSize = opts.legend.fontSize * opts.pixelRatio;
	let shapeWidth = 15 * opts.pixelRatio;
	let shapeRight = 5 * opts.pixelRatio;
	let itemGap = opts.legend.itemGap * opts.pixelRatio;
	let lineHeight = Math.max(opts.legend.lineHeight * opts.pixelRatio, fontSize);
	//画背景及边框
	context.beginPath();
	context.lineWidth = (opts.legend.borderWidth! * opts.pixelRatio);
	context.strokeStyle = opts.legend.borderColor;
	context.fillStyle = (opts.legend.backgroundColor);
	context.moveTo(opts.xOffset + legendArea.start.x, opts.yOffset + legendArea.start.y);
	context.rect(legendArea.start.x + opts.xOffset, legendArea.start.y + opts.yOffset, legendArea.width, legendArea.height);
	context.closePath();
	context.fill();
	context.stroke();
	legendList.forEach(function (itemList, listIndex) {
		let width = 0;
		let height = 0;
		if (listIndex < legendData.widthArr.length) width = legendData.widthArr[listIndex];
		if (listIndex < legendData.heightArr.length) height = legendData.heightArr[listIndex];
		let startX = 0;
		let startY = 0;
		if (opts.legend.position == 'top' || opts.legend.position == 'bottom') {
			switch (opts.legend.float) {
				case 'left':
					startX = legendArea.start.x + padding;
					break;
				case 'right':
					startX = legendArea.start.x + legendArea.width - width;
					break;
				default:
					startX = legendArea.start.x + (legendArea.width - width) / 2;
			}
			startY = legendArea.start.y + padding + listIndex * lineHeight;
		} else {
			if (listIndex == 0) {
				width = 0;
			} else {
				width = legendData.widthArr[listIndex - 1];
			}
			startX = legendArea.start.x + padding + width;
			startY = legendArea.start.y + padding + (legendArea.height - height) / 2;
		}
		context.font = `${config.fontSize}px sans-serif`;
		for (let i = 0; i < itemList.length; i++) {
			let item = itemList[i];
			item.area = [0, 0, 0, 0];
			item.area![0] = startX;
			item.area![1] = startY;
			item.area![3] = startY + lineHeight;
			context.beginPath();
			context.lineWidth = (1 * opts.pixelRatio);
			context.strokeStyle = item.show ? item.color! : opts.legend.hiddenColor;
			context.fillStyle = (item.show ? item.color! : opts.legend.hiddenColor);
			switch (item.legendShape) {
				case 'line':
					context.moveTo(opts.xOffset + startX, opts.yOffset + startY + 0.5 * lineHeight - 2 * opts.pixelRatio);
					context.fillRect(opts.xOffset + startX, opts.yOffset + startY + 0.5 * lineHeight - 2 * opts.pixelRatio, 15 * opts.pixelRatio, 4 * opts.pixelRatio);
					break;
				case 'triangle':
					context.moveTo(opts.xOffset + startX + 7.5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight - 5 * opts.pixelRatio);
					context.lineTo(opts.xOffset + startX + 2.5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight + 5 * opts.pixelRatio);
					context.lineTo(opts.xOffset + startX + 12.5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight + 5 * opts.pixelRatio);
					context.lineTo(opts.xOffset + startX + 7.5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight - 5 * opts.pixelRatio);
					break;
				case 'diamond':
					context.moveTo(opts.xOffset + startX + 7.5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight - 5 * opts.pixelRatio);
					context.lineTo(opts.xOffset + startX + 2.5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight);
					context.lineTo(opts.xOffset + startX + 7.5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight + 5 * opts.pixelRatio);
					context.lineTo(opts.xOffset + startX + 12.5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight);
					context.lineTo(opts.xOffset + startX + 7.5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight - 5 * opts.pixelRatio);
					break;
				case 'circle':
					context.moveTo(opts.xOffset + startX + 7.5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight);
					context.arc(opts.xOffset + startX + 7.5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight, 5 * opts.pixelRatio, 0, 2 * Math.PI);
					break;
				case 'rect':
					context.moveTo(opts.xOffset + startX, opts.yOffset + startY + 0.5 * lineHeight - 5 * opts.pixelRatio);
					context.fillRect(opts.xOffset + startX, opts.yOffset + startY + 0.5 * lineHeight - 5 * opts.pixelRatio, 15 * opts.pixelRatio, 10 * opts.pixelRatio);
					break;
				case 'square':
					context.moveTo(opts.xOffset + startX + 5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight - 5 * opts.pixelRatio);
					context.fillRect(opts.xOffset + startX + 5 * opts.pixelRatio, opts.yOffset + startY + 0.5 * lineHeight - 5 * opts.pixelRatio, 10 * opts.pixelRatio, 10 * opts.pixelRatio);
					break;
				case 'none':
					break;
				default:
					context.moveTo(opts.xOffset + startX, opts.yOffset + startY + 0.5 * lineHeight - 5 * opts.pixelRatio);
					context.fillRect(opts.xOffset + startX, opts.yOffset + startY + 0.5 * lineHeight - 5 * opts.pixelRatio, 15 * opts.pixelRatio, 10 * opts.pixelRatio);
			}
			context.closePath();
			context.fill();
			context.stroke();
			startX += shapeWidth + shapeRight;
			let fontTrans = 0.5 * lineHeight + 0.5 * fontSize - 2;
			const legendText = item.legendText ?? item.name!;
			context.beginPath();
			context.font = `${fontSize}px sans-serif`;
			context.fillStyle = (item.show ? opts.legend.fontColor : opts.legend.hiddenColor);
			context.fillText(legendText, startX + opts.xOffset, opts.yOffset + startY + fontTrans);
			context.closePath();
			context.stroke();
			if (opts.legend.position == 'top' || opts.legend.position == 'bottom') {
				startX += measureText(legendText, fontSize) + itemGap;
				item.area![2] = startX;
			} else {
				item.area![2] = startX + measureText(legendText, fontSize) + itemGap;;
				startX -= shapeWidth + shapeRight;
				startY += lineHeight;
			}
		}
	});
}
function calTooltipYAxisData(point : number, series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, eachSpacing : number) : string[] {
	let ranges = [...opts.chartData.yAxisData.ranges!];
	let spacingValid = opts.height - opts.area[0] - opts.area[2];
	let minAxis = opts.area[0];
	let items : string[] = [];
	for (let i = 0; i < ranges.length; i++) {
		const numberRanges = ranges[i].map((item : string) : number => parseFloat(item))
		let maxVal = Math.max(...numberRanges);
		let minVal = Math.min(...numberRanges);
		let item = maxVal - (maxVal - minVal) * (point - minAxis) / spacingValid;
		let val : string = ''
		if (opts.yAxis.data != null) {
			if (opts.yAxis.data[i].formatter != null) {
				const fun = opts.yAxis.data[i].formatter as (item : number, i : number, opts : ChartOptions) => string
				val = fun(item, i, opts)
			} else {
				val = item.toFixed(0)
			}
		}
		items.push(val)
	}
	return items;
}
function drawToolTipHorizentalLine(opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, eachSpacing : number, xAxisPoints : number[]) {
	let toolTipOption = opts.extra.tooltip!
	let startX = opts.area[3];
	let endX = opts.width - opts.area[1];
	if (toolTipOption.gridType == 'dash') {
		context.setLineDash([toolTipOption.dashLength, toolTipOption.dashLength]);
	}
	context.strokeStyle = toolTipOption.gridColor;
	context.lineWidth = 1 * opts.pixelRatio;
	context.beginPath();
	context.moveTo(startX, opts.tooltip!.offset.y);
	context.lineTo(endX, opts.tooltip!.offset.y);
	context.stroke();
	context.setLineDash([]);
	if (toolTipOption.yAxisLabel) {
		let boxPadding = toolTipOption.boxPadding * opts.pixelRatio;
		let labelText = calTooltipYAxisData(opts.tooltip!.offset.y, opts.series!, opts, config, eachSpacing);
		let widthArr = opts.chartData.yAxisData.yAxisWidth!;
		let tStartLeft = opts.area[3];
		let tStartRight = opts.width - opts.area[1];
		for (let i = 0; i < labelText.length; i++) {
			const fontsize = toolTipOption.fontSize * opts.pixelRatio
			context.font = `${fontsize}px sans-serif`
			let textWidth = measureText(labelText[i], fontsize);
			let bgStartX : number = 0
			let bgEndX : number = 0
			let bgWidth : number = 0
			if (widthArr[i].position == 'left') {
				bgStartX = tStartLeft - (textWidth + boxPadding * 2) - 2 * opts.pixelRatio;
				bgEndX = Math.max(bgStartX, bgStartX + textWidth + boxPadding * 2);
			} else {
				bgStartX = tStartRight + 2 * opts.pixelRatio;
				bgEndX = Math.max(bgStartX + widthArr[i].width, bgStartX + textWidth + boxPadding * 2);
			}
			bgWidth = bgEndX - bgStartX;
			let textX = bgStartX + (bgWidth - textWidth) / 2;
			let textY = opts.tooltip!.offset.y;
			context.beginPath();
			context.fillStyle = (hexToRgb(toolTipOption.labelBgColor, toolTipOption.labelBgOpacity));
			context.strokeStyle = toolTipOption.labelBgColor;
			context.lineWidth = (1 * opts.pixelRatio);
			context.rect(bgStartX, textY - 0.5 * config.fontSize - boxPadding, bgWidth, config.fontSize + 2 * boxPadding);
			context.closePath();
			context.stroke();
			context.fill();
			context.beginPath();
			context.font = `${config.fontSize}px sans-serif`
			context.fillStyle = (toolTipOption.labelFontColor);
			context.fillText(labelText[i], textX, textY + 0.5 * config.fontSize);
			context.closePath();
			context.stroke();
			if (widthArr[i].position == 'left') {
				tStartLeft -= (widthArr[i].width + opts.yAxis.padding * opts.pixelRatio);
			} else {
				tStartRight += widthArr[i].width + opts.yAxis.padding * opts.pixelRatio;
			}
		}
	}
}
function drawToolTipBridge(opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number, eachSpacing : number, xAxisPoints : number[]) {
	//以下代码后续需要翻译
	let toolTipOption = opts.extra.tooltip ?? new ChartOptionsExtraTooltip();
	if (toolTipOption.horizentalLine && opts.tooltip != null && process == 1 && (opts.type == 'line' || opts.type == 'area' || opts.type == 'column' || opts.type == 'mount' || opts.type == 'candle' || opts.type == 'mix')) {
		drawToolTipHorizentalLine(opts, config, context, eachSpacing, xAxisPoints)
	}
	context.save();
	if (opts._scrollDistance_ != null && opts._scrollDistance_ != 0 && opts.enableScroll == true) {
		context.translate(opts._scrollDistance_!, 0);
	}
	if (opts.tooltip != null && opts.tooltip!.textList.length > 0 && process == 1) {
		drawToolTip(opts.tooltip!.textList, opts.tooltip!.offset, opts, config, context);
	}
	context.restore();
}
function drawCanvas(opts : ChartOptions, context : CanvasRenderingContext2D) {
	context.save();
	context.translate(0, 0.5);
	context.restore();
	// context.draw();
}
function calMarkLineData(points : ChartOptionsExtraMarkLineData[], opts : ChartOptions) : ChartOptionsExtraMarkLineData[] {
	let minRange : number, maxRange : number;
	let spacingValid = opts.height - opts.area[0] - opts.area[2];
	for (let i = 0; i < points.length; i++) {
		points[i].yAxisIndex = points[i].yAxisIndex ?? 0;
		let range = [...opts.chartData.yAxisData.ranges![points[i].yAxisIndex!]];
		minRange = parseFloat(range.pop()!);
		maxRange = parseFloat(range.shift()!);
		let height = spacingValid * (points[i].value! - minRange) / (maxRange - minRange);
		points[i].y = opts.height - Math.round(height) - opts.area[2];
	}
	return points;
}
function drawMarkLine(opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D) {
	const markLineOption = opts.extra.markLine!
	let startX = opts.area[3];
	let endX = opts.width - opts.area[1];
	let points = calMarkLineData(markLineOption.data, opts);
	for (let i = 0; i < points.length; i++) {
		let item = points[i]
		if (markLineOption.type == 'dash') {
			context.setLineDash([markLineOption.dashLength, markLineOption.dashLength]);
		}
		context.strokeStyle = item.lineColor;
		context.lineWidth = (1 * opts.pixelRatio);
		context.beginPath();
		context.moveTo(opts.xOffset + startX, opts.yOffset + item.y!);
		context.lineTo(opts.xOffset + endX, opts.yOffset + item.y!);
		context.stroke();
		context.setLineDash([]);
		if (item.showLabel) {
			let fontSize = item.labelFontSize * opts.pixelRatio;
			let labelText = item.labelText ?? item.value!;
			context.font = `${fontSize}px sans-serif`;
			let textWidth = measureText(`${labelText}`, fontSize);
			let bgWidth = textWidth + item.labelPadding * opts.pixelRatio * 2;
			let bgStartX = item.labelAlign == 'left' ? opts.area[3] - bgWidth : opts.width - opts.area[1];
			bgStartX += item.labelOffsetX;
			let bgStartY = item.y! - 0.5 * fontSize - item.labelPadding * opts.pixelRatio;
			bgStartY += item.labelOffsetY;
			let textX = bgStartX + item.labelPadding * opts.pixelRatio;
			let textY = item.y;
			context.fillStyle = (hexToRgb(item.labelBgColor, item.labelBgOpacity));
			context.strokeStyle = item.labelBgColor;
			context.lineWidth = (1 * opts.pixelRatio);
			context.beginPath();
			context.rect(bgStartX + opts.xOffset, bgStartY + opts.yOffset, bgWidth, fontSize + 2 * item.labelPadding * opts.pixelRatio);
			context.closePath();
			context.stroke();
			context.fill();
			context.font = `${fontSize}px sans-serif`;
			context.textAlign = ('left');
			context.fillStyle = (item.labelFontColor);
			context.fillText(`${labelText}`, opts.xOffset + textX, opts.yOffset + bgStartY + fontSize + item.labelPadding * opts.pixelRatio / 2);
			context.stroke();
			context.textAlign = ('left');
		}
	}
}
function contextRotate(context : CanvasRenderingContext2D, opts : ChartOptions) {
	if (opts.rotateLock != true) {
		context.translate(opts.height, 0);
		context.rotate(90 * Math.PI / 180);
	} else if (opts._rotate_ != true) {
		context.translate(opts.height, 0);
		context.rotate(90 * Math.PI / 180);
		opts._rotate_ = true;
	}
}
export class Animation {
	animationFrameId : number = 0
	isStop : boolean = false
	duration : number
	timing : string
	delay : number = 17
	startTimeStamp : number = 0
	opts : ChartAnimationOption
	canvasContext : CanvasContext
	constructor(opts : ChartAnimationOption) {
		this.canvasContext = opts.canvasContext
		this.duration = opts.duration ?? 1000
		this.timing = opts.timing ?? 'easeInOut';
		this.delay = 17;
		this.opts = opts;
		this.startTimeStamp = new Date().getTime()
		this.step()
	}
	step() {
		if (this.isStop == true) {
			if (this.animationFrameId != 0) this.canvasContext.cancelAnimationFrame(this.animationFrameId);
			this.opts.onProcess(1);
			this.opts.onAnimationFinish();
			return;
		}
		const curdata = new Date().getTime()
		if (curdata - this.startTimeStamp < this.duration) {
			let process = (curdata - this.startTimeStamp) / this.duration;
			switch (this.timing) {
				case 'easeIn':
					process = Timing.easeIn(process)
					break;
				case 'easeOut':
					process = Timing.easeOut(process)
					break;
				case 'easeInOut':
					process = Timing.easeInOut(process)
					break;
				case 'linear':
					process = Timing.linear(process)
					break;
				default:
					break;
			}
			this.opts.onProcess(process);
			if (this.animationFrameId != 0) this.canvasContext.cancelAnimationFrame(this.animationFrameId);
			this.animationFrameId = this.canvasContext.requestAnimationFrame((_ : number) => {
				this.step()
			})
		} else {
			if (this.animationFrameId != 0) this.canvasContext.cancelAnimationFrame(this.animationFrameId);
			this.opts.onProcess(1);
			this.opts.onAnimationFinish();
		}
	}

	stop() {
		this.isStop = true;
	}
}
// function fixPieSeries(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig) : ChartOptionsSeries[] {
// 	let pieSeriesArr : ChartOptionsSeries[] = [];
// 	if (series.length > 0 && Array.isArray(series[0].data)) {
// 		opts._pieSeries_ = series;
// 		let oldseries : ChartOptionsSeriesData[] = series[0].data;
// 		for (let i = 0; i < oldseries.length; i++) {
// 			const newseries = new ChartOptionsSeriesData()
// 			oldseries[i].formatter = series[0].formatter;
// 			oldseries[i].data = oldseries[i].value;
// 			pieSeriesArr.push(oldseries[i]);
// 		}
// 		// opts.series = pieSeriesArr;
// 	} else {
// 		// pieSeriesArr = series;
// 	}
// 	return pieSeriesArr;
// }
function getMountDataPoints(series : ChartOptionsSeries[], minRange : number, maxRange : number, xAxisPoints : number[], eachSpacing : number, opts : ChartOptions, mountOption : ChartOptionsExtraMount, zeroPoints : number, process : number = 1) : ChartOptionsChartDataCalPoints[] {
	// let process = arguments.length > 8 && arguments[8] != undefined ? arguments[8] : 1;
	let points : ChartOptionsChartDataCalPoints[] = [];
	let validHeight = opts.height - opts.area[0] - opts.area[2];
	let validWidth = opts.width - opts.area[1] - opts.area[3];
	let mountWidth = eachSpacing * mountOption.widthRatio;
	series.forEach((item, index) => {
		if (item == null) {
			// points.push(null);
		} else {
			// let point = {};
			let point = new ChartOptionsChartDataCalPoints()
			point.color = item.color;
			point.x = xAxisPoints[index];
			point.x += eachSpacing / 2;
			let value = item.data![0].value!;
			let height = validHeight * (value * process - minRange) / (maxRange - minRange);
			point.y = opts.height - height - opts.area[2];
			point.value = value;
			point.width = mountWidth;
			points.push(point);
		}
	});
	return points;
}
function drawMountPointText(points : ChartOptionsChartDataCalPoints[], series : ChartOptionsSeries[], config : TuiChartConfig, context : CanvasRenderingContext2D, opts : ChartOptions, zeroPoints : number) {
	// 绘制数据文案
	// let data = series.data!;发现是无用代码，如果后续代码不出问题删除这行代码
	// let Position = opts.extra.mount!.labelPosition;发现是无用代码，如果后续代码不出问题删除这行代码
	points.forEach(function (item, index) {
		if (item != null) {
			let itemseries : ChartOptionsSeries = series[index]
			let textOffset = itemseries.textOffset ?? 0;
			context.beginPath();
			let fontSize = itemseries.textSize != null ? itemseries.textSize! * opts.pixelRatio : config.fontSize;
			context.font = `${fontSize}px sans-serif`
			context.fillStyle = itemseries.textColor ?? opts.fontColor;
			let value = item.value
			// let formatVal = series[index].formatter ? series[index].formatter(value, index, series, opts) : value;
			let formatVal : string = `${value}`
			if (itemseries.formatter != null) {
				const fun = itemseries.formatter as (value : number, index : number, series : ChartOptionsSeries[], opts : ChartOptions) => string
				formatVal = fun(value, index, series, opts)
			}
			context.textAlign = 'center'
			let startY = item.y - 4 * opts.pixelRatio + textOffset * opts.pixelRatio;
			if (item.y > zeroPoints) {
				startY = item.y + textOffset * opts.pixelRatio + fontSize;
			}
			context.fillText(formatVal, item.x + opts.xOffset, startY + opts.yOffset);
			context.closePath();
			context.stroke();
			context.textAlign = 'left';
		}
	});
}
function drawMountDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartColumnDataPoints {
	let xAxisData = opts.chartData.xAxisData
	let xAxisPoints = xAxisData.xAxisPoints
	let eachSpacing = xAxisData.eachSpacing!
	let mountOption = opts.extra.mount!
	mountOption.widthRatio = mountOption.widthRatio <= 0 ? 0 : mountOption.widthRatio;
	mountOption.widthRatio = mountOption.widthRatio >= 2 ? 2 : mountOption.widthRatio;
	let calPoints = [];
	context.save();
	let leftNum = -2;
	let rightNum = xAxisPoints.length + 2;
	if (opts._scrollDistance_ != null && opts._scrollDistance_ != 0 && opts.enableScroll == true) {
		context.translate(opts._scrollDistance_!, 0);
		leftNum = Math.floor((-opts._scrollDistance_!) / eachSpacing) - 2;
		rightNum = leftNum + opts.xAxis.itemCount + 4;
	}
	mountOption.customColor = fillCustomColor(mountOption.linearType, mountOption.customColor, series, config);
	let ranges = [...opts.chartData.yAxisData.ranges![0]];
	let minRange = parseInt(ranges.pop()!);
	let maxRange = parseInt(ranges.shift()!);

	// 计算0轴坐标
	let spacingValid = opts.height - opts.area[0] - opts.area[2];
	let zeroHeight = spacingValid * (0 - minRange) / (maxRange - minRange);
	let zeroPoints = opts.height - Math.round(zeroHeight) - opts.area[2];

	let points = getMountDataPoints(series, minRange, maxRange, xAxisPoints, eachSpacing, opts, mountOption, zeroPoints, process);
	let xOffset = opts.xOffset;
	let yOffset = opts.yOffset;

	switch (mountOption.type) {
		case 'bar':
			for (let i = 0; i < points.length; i++) {
				let item = points[i];
				if (item != null && i > leftNum && i < rightNum) {
					let startX = item.x - eachSpacing * mountOption.widthRatio / 2;
					let height = opts.height - item.y - opts.area[2];
					context.beginPath();
					let fillColor : any = item.color! ?? series[i].color!
					let strokeColor = item.color ?? series[i].color
					if (mountOption.linearType != 'none') {
						let grd = context.createLinearGradient(startX + opts.xOffset, item.y + opts.yOffset, startX + opts.xOffset, zeroPoints + opts.yOffset);
						//透明渐变
						if (mountOption.linearType == 'opacity') {
							grd.addColorStop(0, hexToRgb(`${fillColor}`, mountOption.linearOpacity));
							grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
						} else {
							grd.addColorStop(0, hexToRgb(mountOption.customColor[series[i].linearIndex!], mountOption.linearOpacity));
							grd.addColorStop(mountOption.colorStop, hexToRgb(mountOption.customColor[series[i].linearIndex!], mountOption.linearOpacity));
							grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
						}
						fillColor = grd
					}
					// 圆角边框
					if ((mountOption.barBorderRadius.length == 4) || mountOption.barBorderCircle == true) {
						const left = startX;
						const top = item.y > zeroPoints ? zeroPoints : item.y;
						const width = item.width!;
						const height = Math.abs(zeroPoints - item.y);
						if (mountOption.barBorderCircle) {
							mountOption.barBorderRadius = [width / 2, width / 2, 0, 0];
						}
						if (item.y > zeroPoints) {
							mountOption.barBorderRadius = [0, 0, width / 2, width / 2];
						}
						let r0 = mountOption.barBorderRadius[0]
						let r1 = mountOption.barBorderRadius[1]
						let r2 = mountOption.barBorderRadius[2]
						let r3 = mountOption.barBorderRadius[3]
						let minRadius = Math.min(width / 2, height / 2);
						r0 = r0 > minRadius ? minRadius : r0;
						r1 = r1 > minRadius ? minRadius : r1;
						r2 = r2 > minRadius ? minRadius : r2;
						r3 = r3 > minRadius ? minRadius : r3;
						r0 = r0 < 0 ? 0 : r0;
						r1 = r1 < 0 ? 0 : r1;
						r2 = r2 < 0 ? 0 : r2;
						r3 = r3 < 0 ? 0 : r3;
						context.arc(opts.xOffset + left + r0, opts.yOffset + top + r0, r0, -Math.PI, -Math.PI / 2);
						context.arc(opts.xOffset + left + width - r1, opts.yOffset + top + r1, r1, -Math.PI / 2, 0);
						context.arc(opts.xOffset + left + width - r2, opts.yOffset + top + height - r2, r2, 0, Math.PI / 2);
						context.arc(opts.xOffset + left + r3, opts.yOffset + top + height - r3, r3, Math.PI / 2, Math.PI);
					} else {
						context.moveTo(opts.xOffset + startX, item.y + opts.yOffset);
						context.lineTo(opts.xOffset + startX + item.width!, item.y + opts.yOffset);
						context.lineTo(opts.xOffset + startX + item.width!, zeroPoints + opts.yOffset);
						context.lineTo(opts.xOffset + startX, zeroPoints + opts.yOffset);
						context.lineTo(opts.xOffset + startX, item.y + opts.yOffset);
					}
					context.strokeStyle = `${strokeColor}`;
					context.fillStyle = fillColor;
					if (mountOption.borderWidth > 0) {
						context.lineWidth = (mountOption.borderWidth * opts.pixelRatio);
						context.closePath();
						context.stroke();
					}
					context.fill();
				}
			};
			break;
		case 'triangle':
			for (let i = 0; i < points.length; i++) {
				let item = points[i];
				if (item != null && i > leftNum && i < rightNum) {
					let startX = item.x - eachSpacing * mountOption.widthRatio / 2;
					let height = opts.height - item.y - opts.area[2];
					context.beginPath();
					let fillColor : any = item.color ?? series[i].color!
					let strokeColor = item.color ?? series[i].color
					if (mountOption.linearType != 'none') {
						let grd = context.createLinearGradient(startX + opts.xOffset, item.y + opts.yOffset, startX + opts.xOffset, zeroPoints + opts.yOffset);
						//透明渐变
						if (mountOption.linearType == 'opacity') {
							grd.addColorStop(0, hexToRgb(`${fillColor}`, mountOption.linearOpacity));
							grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
						} else {
							grd.addColorStop(0, hexToRgb(mountOption.customColor[series[i].linearIndex!], mountOption.linearOpacity));
							grd.addColorStop(mountOption.colorStop, hexToRgb(mountOption.customColor[series[i].linearIndex!], mountOption.linearOpacity));
							grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
						}
						fillColor = grd
					}
					context.moveTo(opts.xOffset + startX, zeroPoints + opts.yOffset);
					context.lineTo(opts.xOffset + item.x, item.y + opts.yOffset);
					context.lineTo(opts.xOffset + startX + item.width!, zeroPoints + opts.yOffset);
					context.strokeStyle = `${strokeColor}`;
					context.fillStyle = fillColor;
					if (mountOption.borderWidth > 0) {
						context.lineWidth = mountOption.borderWidth * opts.pixelRatio;
						context.stroke();
					}
					context.fill();
				}
			};
			break;
		case 'mount':
			for (let i = 0; i < points.length; i++) {
				let item = points[i];
				if (item != null && i > leftNum && i < rightNum) {
					let startX = item.x - eachSpacing * mountOption.widthRatio / 2;
					let height = opts.height - item.y - opts.area[2];
					context.beginPath();
					let fillColor : any = item.color ?? series[i].color!
					let strokeColor = item.color ?? series[i].color
					if (mountOption.linearType != 'none') {
						let grd = context.createLinearGradient(opts.xOffset + startX, item.y + opts.yOffset, startX + opts.xOffset, zeroPoints + opts.yOffset);
						//透明渐变
						if (mountOption.linearType == 'opacity') {
							grd.addColorStop(0, hexToRgb(`${fillColor}`, mountOption.linearOpacity));
							grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
						} else {
							grd.addColorStop(0, hexToRgb(mountOption.customColor[series[i].linearIndex!], mountOption.linearOpacity));
							grd.addColorStop(mountOption.colorStop, hexToRgb(mountOption.customColor[series[i].linearIndex!], mountOption.linearOpacity));
							grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
						}
						fillColor = grd
					}
					context.moveTo(opts.xOffset + startX, zeroPoints + opts.yOffset);
					// 假设 opts.xOffset 和 opts.yOffset 是你的偏移量

					// 绘制第一条贝塞尔曲线
					context.bezierCurveTo(
						item.x - item.width! / 4 + xOffset, zeroPoints + yOffset, // 控制点1的x和y坐标
						item.x - item.width! / 4 + xOffset, item.y + yOffset,     // 控制点2的x和y坐标
						item.x + xOffset, item.y + yOffset                      // 终点的x和y坐标
					);

					// 绘制第二条贝塞尔曲线
					context.bezierCurveTo(
						item.x + item.width! / 4 + xOffset, item.y + yOffset,     // 控制点1的x和y坐标
						item.x + item.width! / 4 + xOffset, zeroPoints + yOffset, // 控制点2的x和y坐标
						startX + item.width! + xOffset, zeroPoints + yOffset      // 终点的x和y坐标
					);
					context.strokeStyle = `${strokeColor}`;
					context.fillStyle = fillColor;
					if (mountOption.borderWidth > 0) {
						context.lineWidth = mountOption.borderWidth * opts.pixelRatio;
						context.stroke();
					}
					context.fill();
				}
			};
			break;
		case 'sharp':
			for (let i = 0; i < points.length; i++) {
				let item = points[i];
				if (item != null && i > leftNum && i < rightNum) {
					let startX = item.x - eachSpacing * mountOption.widthRatio / 2;
					let height = opts.height - item.y - opts.area[2];
					context.beginPath();
					let fillColor : any = item.color ?? series[i].color!
					let strokeColor = item.color ?? series[i].color
					if (mountOption.linearType != 'none') {
						let grd = context.createLinearGradient(opts.xOffset + startX, item.y + opts.yOffset, startX + opts.xOffset, zeroPoints + opts.yOffset);
						//透明渐变
						if (mountOption.linearType == 'opacity') {
							grd.addColorStop(0, hexToRgb(`${fillColor}`, mountOption.linearOpacity));
							grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
						} else {
							grd.addColorStop(0, hexToRgb(mountOption.customColor[series[i].linearIndex!], mountOption.linearOpacity));
							grd.addColorStop(mountOption.colorStop, hexToRgb(mountOption.customColor[series[i].linearIndex!], mountOption.linearOpacity));
							grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
						}
						fillColor = grd
					}
					context.moveTo(startX + opts.xOffset, zeroPoints + opts.yOffset);
					context.quadraticCurveTo(item.x - 0 + xOffset, zeroPoints - height / 4 + yOffset, item.x + xOffset, item.y + yOffset);
					context.quadraticCurveTo(item.x + 0 + xOffset, zeroPoints - height / 4 + yOffset, startX + item.width! + xOffset, zeroPoints + yOffset)
					context.strokeStyle = `${strokeColor}`;
					context.fillStyle = fillColor;
					if (mountOption.borderWidth > 0) {
						context.lineWidth = mountOption.borderWidth * opts.pixelRatio;
						context.stroke();
					}
					context.fill();
				}
			};
			break;
	}

	if (opts.dataLabel != false && process == 1) {
		let ranges = [...opts.chartData.yAxisData.ranges![0]];
		let minRange = parseInt(ranges.pop()!);
		let maxRange = parseInt(ranges.shift()!);
		let points = getMountDataPoints(series, minRange, maxRange, xAxisPoints, eachSpacing, opts, mountOption, zeroPoints, process);
		drawMountPointText(points, series, config, context, opts, zeroPoints);
	}
	context.restore();
	return {
		xAxisPoints: xAxisPoints,
		yAxisPoints: [] as number[],
		calPoints: [points],
		eachSpacing: eachSpacing
	} as ChartColumnDataPoints
}
function getArrXAxisTextList(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, stack : string, index : number = -1) : number[] {
	let data : number[][] = []
	series.forEach((item) => {
		data.push(...(item.dataArr))
	})
	let sorted : number[] = [];
	data.forEach((item : number[]) => {
		sorted.push(item[0])
	})
	let minData = 0;
	let maxData = 0;
	if (sorted.length > 0) {
		minData = Math.min(...sorted);
		maxData = Math.max(...sorted);
	}
	//为了兼容v1.9.0之前的项目
	if (index > -1) {
		if (opts.xAxis.data[index].min != null) {
			minData = Math.min(opts.xAxis.data![index].min!, minData);
		}
		if (opts.xAxis.data[index].max != null) {
			maxData = Math.max(opts.xAxis.data[index].max!, maxData);
		}
	} else {
		if (opts.xAxis.min != null) {
			minData = Math.min(opts.xAxis.min!, minData);
		}
		if (opts.xAxis.max != null) {
			maxData = Math.max(opts.xAxis.max!, maxData);
		}
	}
	if (minData == maxData) {
		let rangeSpan = maxData ?? 10;
		maxData += rangeSpan;
	}
	//let dataRange = getDataRange(minData, maxData);
	let minRange = minData;
	let maxRange = maxData;
	let range : number[] = [];
	let eachRange = (maxRange - minRange) / opts.xAxis.splitNumber!;
	for (let i = 0; i <= opts.xAxis.splitNumber!; i++) {
		range.push(minRange + eachRange * i);
	}
	return range;
}
function getXAxisTextList(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, stack : string, index : number = -1) : number[] {
	// let index = arguments.length > 4 && arguments[4] != undefined ? arguments[4] : -1;
	let data : ChartOptionsSeriesData[];
	if (stack == 'stack') {
		data = dataCombineStack(series, opts.categories!.length);
	} else {
		data = dataCombine(series);
	}
	let sorted : number[] = [];
	// remove null from data
	data = data.filter((item : ChartOptionsSeriesData) : boolean => {
		//return item != null;
		if (typeof item == 'object' && item != null) {
			if (Array.isArray(item)) {
				return item != null;
			} else {
				return item.value != null;
			}
		} else {
			return item != null;
		}
	});
	data.forEach((item : ChartOptionsSeriesData) => {
		sorted.push(item.value!)
		// console.log(item)
		// if (typeof item == 'object') {
		// 	if (Array.isArray(item)) {
		// 		if (opts.type == 'candle') {
		// 			item.map(function (subitem) {
		// 				sorted.push(subitem);
		// 			})
		// 		} else {
		// 			sorted.push(item[0]);
		// 		}
		// 	} else {
		// 		sorted.push(item.value!);
		// 	}
		// } else {
		// 	sorted.push(item);
		// }
	})

	let minData = 0;
	let maxData = 0;
	if (sorted.length > 0) {
		minData = Math.min(...sorted);
		maxData = Math.max(...sorted);
	}
	//为了兼容v1.9.0之前的项目
	if (index > -1) {
		if (typeof opts.xAxis.data[index].min == 'number') {
			minData = Math.min(opts.xAxis.data![index].min!, minData);
		}
		if (typeof opts.xAxis.data[index].max == 'number') {
			maxData = Math.max(opts.xAxis.data[index].max!, maxData);
		}
	} else {
		if (typeof opts.xAxis.min == 'number') {
			minData = Math.min(opts.xAxis.min!, minData);
		}
		if (typeof opts.xAxis.max == 'number') {
			maxData = Math.max(opts.xAxis.max!, maxData);
		}
	}
	if (minData == maxData) {
		let rangeSpan = maxData ?? 10;
		maxData += rangeSpan;
	}
	//let dataRange = getDataRange(minData, maxData);
	let minRange = minData;
	let maxRange = maxData;
	let range : number[] = [];
	let eachRange = (maxRange - minRange) / opts.xAxis.splitNumber!;
	for (let i = 0; i <= opts.xAxis.splitNumber!; i++) {
		range.push(minRange + eachRange * i);
	}
	return range;
}
function calXAxisData(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D) : ChartOptionsChartDataXAxisData {
	//堆叠图重算Y轴
	// let columnstyle = assign({}, {
	// 	type: ""
	// }, opts.extra.bar);
	// let columnstyle : ChartOptionsExtraBar = opts.extra.bar!
	const type = opts.extra.bar?.type ?? ''
	const result = new ChartOptionsChartDataXAxisData()
	result.angle = 0
	result.xAxisHeight = opts.xAxis.lineHeight * opts.pixelRatio + opts.xAxis.marginTop * opts.pixelRatio
	// let result = {
	// 	angle: 0,
	// 	xAxisHeight: opts.xAxis.lineHeight * opts.pixelRatio + opts.xAxis.marginTop * opts.pixelRatio
	// };
	if (opts.type == 'scatter') {
		result.ranges = getArrXAxisTextList(series, opts, config, type);
	} else {
		result.ranges = getXAxisTextList(series, opts, config, type);
	}
	result.rangesFormat = result.ranges!.map((item : number) : number => {
		//item = opts.xAxis.formatter ? opts.xAxis.formatter(item) : util.toFixed(item, 2);
		item = parseFloat(item.toFixed(2));
		return item;
	});
	let xAxisScaleValues = result.ranges!.map((item : number) : string => {
		// 如果刻度值是浮点数,则保留两位小数
		item = parseFloat(item.toFixed(2));
		// 若有自定义格式则调用自定义的格式化函数
		//item = opts.xAxis.formatter ? opts.xAxis.formatter(Number(item)) : item;
		return `${item}`;
	});
	const xpoints = getXAxisPoints(xAxisScaleValues, opts, config)
	result.xAxisPoints = xpoints.xAxisPoints
	result.startX = xpoints.startX
	result.endX = xpoints.endX
	result.eachSpacing = xpoints.eachSpacing
	// result = Object.assign(result, getXAxisPoints(xAxisScaleValues, opts, config)); 合并翻译为上面的内容
	// 计算X轴刻度的属性譬如每个刻度的间隔,刻度的起始点\结束点以及总长
	let eachSpacing = result.eachSpacing;
	let textLength = xAxisScaleValues.map((item) : number => {
		return measureText(item, opts.xAxis.fontSize * opts.pixelRatio);
	});
	if (opts.xAxis.disabled == true) {
		result.xAxisHeight = 0;
	}
	return result;
}
function drawBarToolTipSplitArea(offsetX : number, opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, eachSpacing : number) {
	let toolTipOption = opts.extra.bar!
	let startX = opts.area[3];
	let endX = opts.width - opts.area[1];
	context.beginPath();
	context.fillStyle = hexToRgb(toolTipOption.activeBgColor, toolTipOption.activeBgOpacity);
	context.rect(startX + opts.xOffset, (offsetX - eachSpacing / 2), endX - startX, eachSpacing);
	context.closePath();
	context.fill();
	context.fillStyle = "#FFFFFF";
}
function getBarDataPoints(data : ChartOptionsSeriesData[], minRange : number, maxRange : number, yAxisPoints : number[], eachSpacing : number, opts : ChartOptions, config : TuiChartConfig, process : number = 1) : ChartOptionsChartDataCalPoints[] {
	let points : ChartOptionsChartDataCalPoints[] = [];
	let validHeight = opts.height - opts.area[0] - opts.area[2];
	let validWidth = opts.width - opts.area[1] - opts.area[3];
	data.forEach(function (item, index) {
		if (item == null) {
			// points.push(null);
		} else {
			let point = new ChartOptionsChartDataCalPoints();
			point.color = item.color;
			point.y = yAxisPoints[index];
			let value : number = item.value!;
			let height = validWidth * (value - minRange) / (maxRange - minRange);
			height *= process;
			point.height = height;
			point.value = value;
			point.x = height + opts.area[3];
			points.push(point);
		}
	});
	return points;
}
function getBarStackDataPoints(data : ChartOptionsSeriesData[], minRange : number, maxRange : number, yAxisPoints : number[], eachSpacing : number, opts : ChartOptions, config : TuiChartConfig, seriesIndex : number, stackSeries : ChartOptionsSeries[], process : number = 1) : ChartOptionsChartDataCalPoints[] {
	let points : ChartOptionsChartDataCalPoints[] = [];
	let validHeight = opts.width - opts.area[1] - opts.area[3];
	data.forEach(function (item : ChartOptionsSeriesData, index : number) {
		if (item == null) {
			// points.push(null);
		} else {
			let point = new ChartOptionsChartDataCalPoints();;
			point.color = item.color;
			point.y = yAxisPoints[index];
			let height : number = 0
			let height0 : number = 0

			if (seriesIndex > 0) {
				let value = 0;
				for (let i = 0; i <= seriesIndex; i++) {
					value += stackSeries[i].data![index].value!;
				}
				let value0 = value - item.value!;
				height = validHeight * (value - minRange) / (maxRange - minRange);
				height0 = validHeight * (value0 - minRange) / (maxRange - minRange);
			} else {
				let value = item.value!;
				height = validHeight * (value - minRange) / (maxRange - minRange);
				height0 = 0;
			}
			let heightc = height0;
			height *= process;
			heightc *= process;
			point.height = height - heightc;
			point.x = opts.area[3] + height;
			point.x0 = opts.area[3] + heightc;
			points.push(point);
		}
	});
	return points;
}
function fixBarData(points : ChartOptionsChartDataCalPoints[], eachSpacing : number, columnLen : number, index : number, config : TuiChartConfig, opts : ChartOptions) : ChartOptionsChartDataCalPoints[] {
	return points.map((item) : ChartOptionsChartDataCalPoints => {
		if (item == null) {
			// return null;
		}
		let seriesGap = 0;
		let categoryGap = 0;
		seriesGap = opts.extra.bar!.seriesGap * opts.pixelRatio;
		categoryGap = opts.extra.bar!.categoryGap * opts.pixelRatio;
		seriesGap = Math.min(seriesGap, eachSpacing / columnLen)
		categoryGap = Math.min(categoryGap, eachSpacing / columnLen)
		item.width = Math.ceil((eachSpacing - 2 * categoryGap - seriesGap * (columnLen - 1)) / columnLen);
		if (opts.extra.bar != null && opts.extra.bar!.width != null && opts.extra.bar!.width! > 0) {
			item.width = Math.min(item.width!, +opts.extra.bar!.width! * opts.pixelRatio);
		}
		if (item.width! <= 0) {
			item.width = 1;
		}
		item.y += (index + 0.5 - columnLen / 2) * (item.width! + seriesGap);
		return item;
	});
}
function fixBarStackData(points : ChartOptionsChartDataCalPoints[], eachSpacing : number, columnLen : number, index : number, config : TuiChartConfig, opts : ChartOptions, series : ChartOptionsSeries[]) : ChartOptionsChartDataCalPoints[] {
	let categoryGap = opts.extra.bar!.categoryGap * opts.pixelRatio;
	return points.map(function (item) : ChartOptionsChartDataCalPoints {
		if (item == null) {
			// return null;
		}
		item.width = Math.ceil(eachSpacing - 2 * categoryGap);
		if (opts.extra.bar != null && opts.extra.bar!.width != null && +opts.extra.bar!.width! > 0) {
			item.width = Math.min(item.width!, +opts.extra.bar!.width! * opts.pixelRatio);
		}
		if (item.width! <= 0) {
			item.width = 1;
		}
		return item;
	});
}
function drawBarPointText(points : ChartOptionsChartDataCalPoints[], series : ChartOptionsSeries, config : TuiChartConfig, context : CanvasRenderingContext2D, opts : ChartOptions) {
	// 绘制数据文案
	let data = series.data!;
	let textOffset = series.textOffset ?? 0;
	points.forEach((item, index) => {
		if (item != null) {
			context.beginPath();
			let fontSize = series.textSize != null ? series.textSize! * opts.pixelRatio : config.fontSize;
			context.font = `${fontSize}px sans-serif`
			context.fillStyle = series.textColor ?? opts.fontColor;
			let value = data[index].value!
			// if (typeof data[index] == 'object' && data[index] != null) {
			// 	value = data[index].value;
			// }
			let formatVal : string = ''
			if (series.formatter != null) {
				const fun = series.formatter as (value : number, index : number, series : ChartOptionsSeries, opts : ChartOptions) => string
				formatVal = fun(value, index, series, opts)
			} else {
				formatVal = `${value}`
			}
			context.textAlign = 'left';
			context.fillText(formatVal, opts.xOffset + item.x + 4 * opts.pixelRatio, opts.yOffset + item.y + fontSize / 2 - 3);
			context.closePath();
			context.stroke();
		}
	});
}
function drawBarDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartColumnDataPoints {
	let yAxisPoints : number[] = [];
	let eachSpacing = (opts.height - opts.area[0] - opts.area[2]) / opts.categories!.length;
	for (let i = 0; i < opts.categories!.length; i++) {
		yAxisPoints.push(opts.area[0] + eachSpacing / 2 + eachSpacing * i);
	}
	let columnOption = opts.extra.bar!
	let calPoints : ChartOptionsChartDataCalPoints[][] = [];
	context.save();
	let leftNum = -2;
	let rightNum = yAxisPoints.length + 2;
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset
	if (opts.tooltip != null && opts.tooltip!.textList.length > 0 && process == 1) {
		drawBarToolTipSplitArea(opts.tooltip!.offset.y, opts, config, context, eachSpacing);
	}
	columnOption.customColor = fillCustomColor(columnOption.linearType, columnOption.customColor, series, config);
	series.forEach((eachSeries : ChartOptionsSeries, seriesIndex : number) => {
		let ranges : number[] = [...opts.chartData.xAxisData.ranges!];
		let maxRange = ranges.pop()!;
		let minRange = ranges.shift()!;
		let data = eachSeries.data!;
		let points : ChartOptionsChartDataCalPoints[] = [];
		switch (columnOption.type) {
			case 'group':
				points = getBarDataPoints(data, minRange, maxRange, yAxisPoints, eachSpacing, opts, config, process);
				let tooltipPoints = getBarStackDataPoints(data, minRange, maxRange, yAxisPoints, eachSpacing, opts, config, seriesIndex, series, process);
				calPoints.push(tooltipPoints);
				points = fixBarData(points, eachSpacing, series.length, seriesIndex, config, opts);
				for (let i = 0; i < points.length; i++) {
					let item = points[i];
					//fix issues/I27B1N yyoinge & Joeshu
					if (item != null && i > leftNum && i < rightNum) {
						//let startX = item.x - item.width / 2;
						let startX = opts.area[3];
						let startY = item.y - (item.width!) / 2;
						let height = item.height;
						context.beginPath();
						let fillColor : any = item.color ?? eachSeries.color!
						let strokeColor : string = item.color ?? eachSeries.color!
						if (columnOption.linearType != 'none') {
							let grd = context.createLinearGradient(startX + xOffset, item.y + yOffset, item.x + xOffset, item.y + yOffset);
							//透明渐变
							if (columnOption.linearType == 'opacity') {
								grd.addColorStop(0, hexToRgb(`${fillColor}`, columnOption.linearOpacity));
								grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
							} else {
								grd.addColorStop(0, hexToRgb(columnOption.customColor![eachSeries.linearIndex!], columnOption.linearOpacity));
								grd.addColorStop(columnOption.colorStop, hexToRgb(columnOption.customColor![eachSeries.linearIndex!], columnOption.linearOpacity));
								grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
							}
							fillColor = grd
						}
						// 圆角边框
						if ((columnOption.barBorderRadius != null && columnOption.barBorderRadius!.length == 4) || columnOption.barBorderCircle == true) {
							const left = startX;
							const width = item.width!;
							const top = item.y - (item.width!) / 2;
							const height = item.height!;
							if (columnOption.barBorderCircle) {
								columnOption.barBorderRadius = [width / 2, width / 2, 0, 0];
							}
							let r0 = columnOption.barBorderRadius![0]
							let r1 = columnOption.barBorderRadius![1]
							let r2 = columnOption.barBorderRadius![2]
							let r3 = columnOption.barBorderRadius![3]
							let minRadius = Math.min(width / 2, height / 2);
							r0 = r0 > minRadius ? minRadius : r0;
							r1 = r1 > minRadius ? minRadius : r1;
							r2 = r2 > minRadius ? minRadius : r2;
							r3 = r3 > minRadius ? minRadius : r3;
							r0 = r0 < 0 ? 0 : r0;
							r1 = r1 < 0 ? 0 : r1;
							r2 = r2 < 0 ? 0 : r2;
							r3 = r3 < 0 ? 0 : r3;

							context.arc(xOffset + left + r3, yOffset + top + r3, r3, -Math.PI, -Math.PI / 2, false);
							context.arc(xOffset + item.x - r0, yOffset + top + r0, r0, -Math.PI / 2, 0, false);
							context.arc(xOffset + item.x - r1, yOffset + top + width - r1, r1, 0, Math.PI / 2, false);
							context.arc(xOffset + left + r2, yOffset + top + width - r2, r2, Math.PI / 2, Math.PI, false);
						} else {
							context.moveTo(xOffset + startX, yOffset + startY);
							context.lineTo(xOffset + item.x, yOffset + startY);
							context.lineTo(xOffset + item.x, yOffset + startY + item.width!);
							context.lineTo(xOffset + startX, yOffset + startY + item.width!);
							context.lineTo(xOffset + startX, yOffset + startY);
							context.lineWidth = 1
							context.strokeStyle = strokeColor;
						}
						context.fillStyle = fillColor;
						context.closePath();
						//context.stroke();
						context.fill();
					}
				};
				break;
			case 'stack':
				// 绘制堆叠数据图
				points = getBarStackDataPoints(data, minRange, maxRange, yAxisPoints, eachSpacing, opts, config, seriesIndex, series, process);
				calPoints.push(points);
				points = fixBarStackData(points, eachSpacing, series.length, seriesIndex, config, opts, series);
				for (let i = 0; i < points.length; i++) {
					let item = points[i];
					if (item != null && i > leftNum && i < rightNum) {
						context.beginPath();
						let fillColor = item.color ?? eachSeries.color!;
						let startX = item.x0;
						context.fillStyle = fillColor;
						context.moveTo(xOffset + startX, yOffset + item.y - (item.width!) / 2);
						context.fillRect(startX + xOffset, item.y - (item.width!) / 2 + yOffset, item.height!, item.width!);
						context.closePath();
						context.fill();
					}
				};
				break;
		}
	});

	if (opts.dataLabel != false && process == 1) {
		series.forEach(function (eachSeries, seriesIndex) {
			let ranges : number[] = [...opts.chartData.xAxisData.ranges!];
			let maxRange = ranges.pop()!;
			let minRange = ranges.shift()!;
			let data = eachSeries.data!;
			let points : ChartOptionsChartDataCalPoints[] = [];
			switch (columnOption.type) {
				case 'group':
					points = getBarDataPoints(data, minRange, maxRange, yAxisPoints, eachSpacing, opts, config, process);
					points = fixBarData(points, eachSpacing, series.length, seriesIndex, config, opts);
					drawBarPointText(points, eachSeries, config, context, opts);
					break;
				case 'stack':
					points = getBarStackDataPoints(data, minRange, maxRange, yAxisPoints, eachSpacing, opts, config, seriesIndex, series, process);
					drawBarPointText(points, eachSeries, config, context, opts);
					break;
			}
		});
	}
	return {
		xAxisPoints: [] as number[],
		yAxisPoints: yAxisPoints,
		calPoints: calPoints,
		eachSpacing: eachSpacing
	} as ChartColumnDataPoints
}
function createCurveControlPoints(points : ChartOptionsChartDataCalPoints[], i : number) : ChartCurveControlPoints {
	const curvepoints = new ChartCurveControlPoints()
	function isNotMiddlePoint(points : ChartOptionsChartDataCalPoints[], i : number) : boolean {
		if (i > 0 && i < points.length - 2) {
			return points[i].y >= Math.max(points[i - 1].y, points[i + 1].y) || points[i].y <= Math.min(points[i - 1].y, points[i + 1].y);
		} else {
			return false;
		}
	}
	function isNotMiddlePointX(points : ChartOptionsChartDataCalPoints[], i : number) : boolean {
		if (i > 0 && i < points.length - 2) {
			return points[i].x >= Math.max(points[i - 1].x, points[i + 1].x) || points[i].x <= Math.min(points[i - 1].x, points[i + 1].x);
		} else {
			return false;
		}
	}
	let a = 0.2;
	let b = 0.2;
	let pAx = 0;
	let pAy = 0;
	let pBx = 0;
	let pBy = 0;
	if (i < 1) {
		pAx = points[0].x + (points[1].x - points[0].x) * a;
		pAy = points[0].y + (points[1].y - points[0].y) * a;
	} else {
		pAx = points[i].x + (points[i + 1].x - points[i - 1].x) * a;
		pAy = points[i].y + (points[i + 1].y - points[i - 1].y) * a;
	}

	if (i > points.length - 3) {
		let last = points.length - 1;
		pBx = points[last].x - (points[last].x - points[last - 1].x) * b;
		pBy = points[last].y - (points[last].y - points[last - 1].y) * b;
	} else {
		pBx = points[i + 1].x - (points[i + 2].x - points[i].x) * b;
		pBy = points[i + 1].y - (points[i + 2].y - points[i].y) * b;
	}
	if (isNotMiddlePoint(points, i + 1)) {
		pBy = points[i + 1].y;
	}
	if (isNotMiddlePoint(points, i)) {
		pAy = points[i].y;
	}
	if (isNotMiddlePointX(points, i + 1)) {
		pBx = points[i + 1].x;
	}
	if (isNotMiddlePointX(points, i)) {
		pAx = points[i].x;
	}
	if (pAy >= Math.max(points[i].y, points[i + 1].y) || pAy <= Math.min(points[i].y, points[i + 1].y)) {
		pAy = points[i].y;
	}
	if (pBy >= Math.max(points[i].y, points[i + 1].y) || pBy <= Math.min(points[i].y, points[i + 1].y)) {
		pBy = points[i + 1].y;
	}
	if (pAx >= Math.max(points[i].x, points[i + 1].x) || pAx <= Math.min(points[i].x, points[i + 1].x)) {
		pAx = points[i].x;
	}
	if (pBx >= Math.max(points[i].x, points[i + 1].x) || pBx <= Math.min(points[i].x, points[i + 1].x)) {
		pBx = points[i + 1].x;
	}
	const ctrAOffset = new Offset()
	const ctrBOffset = new Offset()
	ctrAOffset.x = pAx
	ctrAOffset.y = pAy
	ctrBOffset.x = pBx
	ctrBOffset.y = pBy
	curvepoints.ctrA = ctrAOffset
	curvepoints.ctrB = ctrBOffset
	return curvepoints
}
function drawArrPointText(points : ChartOptionsChartDataCalPoints[], series : ChartOptionsSeries, config : TuiChartConfig, context : CanvasRenderingContext2D, opts : ChartOptions) {
	// 绘制数据文案
	let data = series.dataArr;
	let textOffset = series.textOffset ?? 0;
	points.forEach((item : ChartOptionsChartDataCalPoints, index : number) => {
		context.beginPath();
		let fontSize = (series.textSize ?? config.fontSize) * opts.pixelRatio;
		context.font = `${fontSize}px sans-serif`
		context.fillStyle = series.textColor ?? opts.fontColor;
		let value = data[index][1]
		let formatVal : string
		if (series.formatter != null) {
			const fun = series.formatter as (value : number, index : number, series : ChartOptionsSeries, opts : ChartOptions) => string
			formatVal = fun(value, index, series, opts)
		} else {
			formatVal = `${value}`
		}

		context.textAlign = 'center';
		context.fillText(formatVal, item.x + opts.xOffset, opts.yOffset + item.y - 4 + textOffset * opts.pixelRatio);
		context.closePath();
		context.stroke();
		context.textAlign = 'left';
	});
}
function drawPointText(points : ChartOptionsChartDataCalPoints[], series : ChartOptionsSeries, config : TuiChartConfig, context : CanvasRenderingContext2D, opts : ChartOptions) {
	// 绘制数据文案
	let data = series.data!;
	let textOffset = series.textOffset ?? 0;
	points.forEach((item : ChartOptionsChartDataCalPoints, index : number) => {
		context.beginPath();
		let fontSize = (series.textSize ?? config.fontSize) * opts.pixelRatio;
		context.font = `${fontSize}px sans-serif`
		context.fillStyle = series.textColor ?? opts.fontColor;
		let value = data[index].value
		// if (typeof data[index] == 'object' && data[index] != null) {
		// 	if (data[index].constructor.toString().indexOf('Array') > -1) {
		// 		value = data[index][1];
		// 	} else {
		// 		value = data[index].value
		// 	}
		// }
		// let formatVal = series.formatter ? series.formatter(value, index, series, opts) : value;
		let formatVal : string
		if (series.formatter != null) {
			const fun = series.formatter as (value : number, index : number, series : ChartOptionsSeries, opts : ChartOptions) => string
			formatVal = fun(value!, index, series, opts)
		} else {
			formatVal = `${value}`
		}

		context.textAlign = 'center';
		context.fillText(formatVal, item.x + opts.xOffset, opts.yOffset + item.y - 4 + textOffset * opts.pixelRatio);
		context.closePath();
		context.stroke();
		context.textAlign = 'left';
	});
}
function drawActiveAreaPoint(points : ChartOptionsChartDataCalPoints[], color : string, shape : string, context : CanvasRenderingContext2D, opts : ChartOptions, option : ChartOptionsExtraArea, seriesIndex : number) {
	if (opts.tooltip == null) return
	if (opts.tooltip!.group.length > 0 && !opts.tooltip!.group.includes(seriesIndex)) {
		return
	}
	let pointIndex = Array.isArray(opts.tooltip!.index) == false ? (opts.tooltip!.index as number) : ((opts.tooltip!.index as number[])[opts.tooltip!.group.indexOf(seriesIndex)] as number);
	context.beginPath();
	if (option.activeType == 'hollow') {
		context.strokeStyle = color;
		context.fillStyle = opts.background;
		context.lineWidth = 2 * opts.pixelRatio;
	} else {
		context.strokeStyle = "#ffffff";
		context.fillStyle = color;
		context.lineWidth = 1 * opts.pixelRatio;
	}
	if (shape == 'diamond') {
		points.forEach(function (item, index) {
			if (item != null && pointIndex == index) {
				context.moveTo(item.x, item.y - 4.5);
				context.lineTo(item.x - 4.5, item.y);
				context.lineTo(item.x, item.y + 4.5);
				context.lineTo(item.x + 4.5, item.y);
				context.lineTo(item.x, item.y - 4.5);
			}
		});
	} else if (shape == 'circle') {
		points.forEach(function (item, index) {
			if (item != null && pointIndex == index) {
				context.moveTo(item.x + 2.5 * opts.pixelRatio, item.y);
				context.arc(item.x, item.y, 3 * opts.pixelRatio, 0, 2 * Math.PI, false);
			}
		});
	} else if (shape == 'square') {
		points.forEach(function (item, index) {
			if (item != null && pointIndex == index) {
				context.moveTo(item.x - 3.5, item.y - 3.5);
				context.rect(item.x - 3.5, item.y - 3.5, 7, 7);
			}
		});
	} else if (shape == 'triangle') {
		points.forEach(function (item, index) {
			if (item != null && pointIndex == index) {
				context.moveTo(item.x, item.y - 4.5);
				context.lineTo(item.x - 4.5, item.y + 4.5);
				context.lineTo(item.x + 4.5, item.y + 4.5);
				context.lineTo(item.x, item.y - 4.5);
			}
		});
	} else if (shape == 'none') {
		return;
	}
	context.closePath();
	context.fill();
	context.stroke();
}
function drawActivePoint(points : ChartOptionsChartDataCalPoints[], color : string, shape : string, context : CanvasRenderingContext2D, opts : ChartOptions, option : ChartOptionsExtraLine, seriesIndex : number) {
	if (opts.tooltip == null) return
	if (opts.tooltip!.group.length > 0 && opts.tooltip!.group.includes(seriesIndex) == false) {
		return
	}
	let pointIndex = Array.isArray(opts.tooltip!.index) == false ? opts.tooltip!.index as number : (opts.tooltip!.index as number[])[opts.tooltip!.group.indexOf(seriesIndex)] as number;
	context.beginPath();
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset
	if (option.activeType == 'hollow') {
		context.strokeStyle = color;
		context.fillStyle = opts.background;
		context.lineWidth = 2 * opts.pixelRatio;
	} else {
		context.strokeStyle = "#ffffff";
		context.fillStyle = color;
		context.lineWidth = 1 * opts.pixelRatio;
	}
	if (shape == 'diamond') {
		points.forEach(function (item, index) {
			if (item != null && pointIndex == index) {
				context.moveTo(item.x + xOffset, item.y - 4.5 + yOffset);
				context.lineTo(item.x - 4.5 + xOffset, item.y + yOffset);
				context.lineTo(item.x + xOffset, item.y + 4.5 + yOffset);
				context.lineTo(item.x + 4.5 + xOffset, item.y + yOffset);
				context.lineTo(item.x + xOffset, item.y - 4.5 + yOffset);
			}
		});
	} else if (shape == 'circle') {
		points.forEach(function (item, index) {
			if (item != null && pointIndex == index) {
				context.moveTo(item.x + 2.5 * opts.pixelRatio + xOffset, item.y + yOffset);
				context.arc(item.x + xOffset, item.y + yOffset, 3 * opts.pixelRatio, 0, 2 * Math.PI, false);
			}
		});
	} else if (shape == 'square') {
		points.forEach(function (item, index) {
			if (item != null && pointIndex == index) {
				context.moveTo(item.x - 3.5 + xOffset, item.y - 3.5 + yOffset);
				context.rect(item.x - 3.5 + xOffset, item.y - 3.5 + yOffset, 7, 7);
			}
		});
	} else if (shape == 'triangle') {
		points.forEach(function (item, index) {
			if (item != null && pointIndex == index) {
				context.moveTo(item.x + xOffset, item.y - 4.5 + yOffset);
				context.lineTo(item.x - 4.5 + xOffset, item.y + 4.5 + yOffset);
				context.lineTo(item.x + 4.5 + xOffset, item.y + 4.5 + yOffset);
				context.lineTo(item.x + xOffset, item.y - 4.5 + yOffset);
			}
		});
	} else if (shape == 'none') {
		return;
	}
	context.closePath();
	context.fill();
	context.stroke();
}
function drawPointShape(points : ChartOptionsChartDataCalPoints[], color : string, shape : string, context : CanvasRenderingContext2D, opts : ChartOptions) {
	context.beginPath();
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset
	if (opts.dataPointShapeType == 'hollow') {
		context.strokeStyle = color;
		context.fillStyle = opts.background;
		context.lineWidth = 2 * opts.pixelRatio;
	} else {
		context.strokeStyle = "#ffffff";
		context.fillStyle = color;
		context.lineWidth = 1 * opts.pixelRatio;
	}
	if (shape == 'diamond') {
		points.forEach(function (item, index) {
			if (item != null) {
				context.moveTo(item.x + xOffset, item.y - 4.5 + yOffset);
				context.lineTo(item.x - 4.5 + xOffset, item.y + yOffset);
				context.lineTo(item.x + xOffset, item.y + 4.5 + yOffset);
				context.lineTo(item.x + 4.5 + xOffset, item.y + yOffset);
				context.lineTo(item.x + xOffset, item.y - 4.5 + yOffset);
			}
		});
	} else if (shape == 'circle') {
		points.forEach(function (item, index) {
			if (item != null) {
				context.moveTo(item.x + 2.5 * opts.pixelRatio + xOffset, item.y + yOffset);
				context.arc(item.x + xOffset, item.y + yOffset, 3 * opts.pixelRatio, 0, 2 * Math.PI, false);
			}
		});
	} else if (shape == 'square') {
		points.forEach(function (item, index) {
			if (item != null) {
				context.moveTo(item.x - 3.5 + xOffset, item.y - 3.5 + yOffset);
				context.rect(item.x - 3.5 + xOffset, item.y - 3.5 + yOffset, 7, 7);
			}
		});
	} else if (shape == 'triangle') {
		points.forEach(function (item, index) {
			if (item != null) {
				context.moveTo(item.x + xOffset, item.y - 4.5 + yOffset);
				context.lineTo(item.x - 4.5 + xOffset, item.y + 4.5 + yOffset);
				context.lineTo(item.x + 4.5 + xOffset, item.y + 4.5 + yOffset);
				context.lineTo(item.x + xOffset, item.y - 4.5 + yOffset);
			}
		});
	} else if (shape == 'none') {
		return;
	}
	context.closePath();
	context.fill();
	context.stroke();
}
function splitCandlePoints(points : ChartOptionsChartDataCalPoints[][], eachSeries : ChartOptionsSeries) : ChartOptionsChartDataCalPoints[][][] {
	let newPoints : ChartOptionsChartDataCalPoints[][][] = [];
	let items : ChartOptionsChartDataCalPoints[][] = [];
	points.forEach(function (item, index) {
		if (eachSeries.connectNulls) {
			if (item != null) {
				items.push(item);
			}
		} else {
			if (item != null) {
				items.push(item);
			} else {
				if (items.length > 0) {
					newPoints.push(items);
				}
				items = [];
			}
		}

	});
	if (items.length > 0) {
		newPoints.push(items);
	}
	return newPoints;
}
function splitPoints(points : ChartOptionsChartDataCalPoints[], eachSeries : ChartOptionsSeries) : ChartOptionsChartDataCalPoints[][] {
	let newPoints : ChartOptionsChartDataCalPoints[][] = [];
	let items : ChartOptionsChartDataCalPoints[] = [];
	points.forEach(function (item, index) {
		if (eachSeries.connectNulls) {
			if (item != null) {
				items.push(item);
			}
		} else {
			if (item != null) {
				items.push(item);
			} else {
				if (items.length > 0) {
					newPoints.push(items);
				}
				items = [];
			}
		}

	});
	if (items.length > 0) {
		newPoints.push(items);
	}
	return newPoints;
}
function getLineDataPoints(data : ChartOptionsSeriesData[], minRange : number, maxRange : number, xAxisPoints : number[], eachSpacing : number, opts : ChartOptions, config : TuiChartConfig, lineOption : ChartOptionsExtraLine, process : number = 1) : ChartOptionsChartDataCalPoints[] {
	let boundaryGap = opts.xAxis.boundaryGap;
	let points : ChartOptionsChartDataCalPoints[] = [];
	let validHeight = opts.height - opts.area[0] - opts.area[2];
	let validWidth = opts.width - opts.area[1] - opts.area[3];
	data.forEach(function (item, index) {
		if (item.value == null) {
			// points.push(null);
		} else {
			let point = new ChartOptionsChartDataCalPoints();
			point.color = item.color;
			if (lineOption.animation == 'vertical') {
				point.x = xAxisPoints[index];
				let value = item.value!;
				// if (typeof item == 'object' && item != null) {
				// 	if (item.constructor.toString().indexOf('Array') > -1) {
				// 		let xranges, xminRange, xmaxRange;
				// 		xranges = [].concat(opts.chartData.xAxisData.ranges);
				// 		xminRange = xranges.shift();
				// 		xmaxRange = xranges.pop();
				// 		value = item[1];
				// 		point.x = opts.area[3] + validWidth * (item[0] - xminRange) / (xmaxRange - xminRange);
				// 	} else {
				// 		value = item.value;
				// 	}
				// }
				if (boundaryGap == 'center') {
					point.x += eachSpacing / 2;
				}
				let height = validHeight * (value - minRange) / (maxRange - minRange);
				height *= process;
				point.y = opts.height - height - opts.area[2];
				points.push(point);
			} else {
				point.x = xAxisPoints[0] + eachSpacing * index * process;
				let value = item.value!;
				if (boundaryGap == 'center') {
					point.x += eachSpacing / 2;
				}
				let height = validHeight * (value - minRange) / (maxRange - minRange);
				point.y = opts.height - height - opts.area[2];
				points.push(point);
			}
		}
	});
	return points;
}
export function drawLineDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartColumnDataPoints {
	let lineOption = opts.extra.line!
	lineOption.width = lineOption.width * opts.pixelRatio;
	let xAxisData = opts.chartData.xAxisData
	let xAxisPoints = xAxisData.xAxisPoints
	let eachSpacing = xAxisData.eachSpacing!
	let calPoints : ChartOptionsChartDataCalPoints[][] = [];
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset
	context.save();
	let leftSpace = 0;
	let rightSpace = opts.width + eachSpacing;
	if (opts._scrollDistance_ != null && opts._scrollDistance_ != 0 && opts.enableScroll == true) {
		context.translate(opts._scrollDistance_!, 0);
		leftSpace = -(opts._scrollDistance_!) - eachSpacing * 2 + opts.area[3];
		rightSpace = leftSpace + (opts.xAxis.itemCount + 4) * eachSpacing;
	}
	series.forEach((eachSeries, seriesIndex) => {
		// 这段很神奇的代码用于解决ios16的setStrokeStyle失效的bug
		context.beginPath();
		context.strokeStyle = eachSeries.color!;
		context.moveTo(-10000, -10000);
		context.lineTo(-10001, -10001);
		context.stroke();
		let stringRanges : string[] = opts.chartData.yAxisData.ranges![eachSeries.index!]
		let ranges : number[] = [...(stringRanges.map((k : string) : number => parseFloat(k)))];
		let minRange = ranges.pop()!;
		let maxRange = ranges.shift()!;
		let data = eachSeries.data!;
		let points = getLineDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, lineOption, process);
		calPoints.push(points);
		let splitPointList : ChartOptionsChartDataCalPoints[][] = splitPoints(points, eachSeries);
		if (eachSeries.lineType == 'dash') {
			let dashLength = eachSeries.dashLength ?? 8;
			dashLength *= opts.pixelRatio;
			context.setLineDash([dashLength, dashLength]);
		}
		context.beginPath();
		let strokeColor : any = eachSeries.color!;
		if (lineOption.linearType != 'none' && eachSeries.linearColor != null && eachSeries.linearColor!.length > 0) {
			let grd = context.createLinearGradient(opts.chartData.xAxisData!.startX! + xOffset, opts.height / 2 + yOffset, opts.chartData.xAxisData!.endX! + xOffset, opts.height / 2 + yOffset);
			for (let i = 0; i < eachSeries.linearColor!.length; i++) {
				grd.addColorStop(parseFloat(eachSeries.linearColor![i][0]), hexToRgb(eachSeries.linearColor![i][1], 1));
			}
			strokeColor = grd
		}
		context.strokeStyle = strokeColor;
		context.lineWidth = lineOption.width;
		splitPointList.forEach(function (points, index) {
			if (points.length == 1) {
				context.moveTo(points[0].x + xOffset, points[0].y + yOffset);
			} else {
				context.moveTo(points[0].x + xOffset, points[0].y + yOffset);
				let startPoint = 0;
				if (lineOption.type == 'curve') {
					for (let j = 0; j < points.length; j++) {
						let item = points[j];
						if (startPoint == 0 && item.x > leftSpace) {
							context.moveTo(item.x + xOffset, item.y + yOffset);
							startPoint = 1;
						}
						if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
							let ctrlPoint = createCurveControlPoints(points, j - 1);
							context.bezierCurveTo(ctrlPoint.ctrA.x + xOffset, ctrlPoint.ctrA.y + yOffset, ctrlPoint.ctrB.x + xOffset, ctrlPoint.ctrB.y + yOffset, item.x + xOffset, item.y + yOffset);
						}
					};
				}
				if (lineOption.type == 'straight') {
					for (let j = 0; j < points.length; j++) {
						let item = points[j];
						if (startPoint == 0 && item.x > leftSpace) {
							context.moveTo(item.x + xOffset, item.y + yOffset);
							startPoint = 1;
						}
						if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
							context.lineTo(item.x + xOffset, item.y + yOffset);
						}
					};
				}
				if (lineOption.type == 'step') {
					for (let j = 0; j < points.length; j++) {
						let item = points[j];
						if (startPoint == 0 && item.x > leftSpace) {
							context.moveTo(item.x + xOffset, item.y + yOffset);
							startPoint = 1;
						}
						if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
							context.lineTo(item.x + xOffset, points[j - 1].y + yOffset);
							context.lineTo(item.x + xOffset, item.y + yOffset);
						}
					};
				}
				context.moveTo(points[0].x + xOffset, points[0].y + yOffset);
			}
		});
		context.stroke();
		context.setLineDash([]);
		if (opts.dataPointShape != false) {
			drawPointShape(points, eachSeries.color!, eachSeries.pointShape, context, opts);
		}
		drawActivePoint(points, eachSeries.color!, eachSeries.pointShape, context, opts, lineOption, 0);
	});
	if (opts.dataLabel != false && process == 1) {
		series.forEach(function (eachSeries, seriesIndex) {
			let stringRanges = opts.chartData.yAxisData.ranges![eachSeries.index!]
			let ranges = stringRanges.map((k : string) : number => parseFloat(k));
			let minRange = ranges.pop()!;
			let maxRange = ranges.shift()!;
			let data = eachSeries.data!;
			let points = getDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);
			drawPointText(points, eachSeries, config, context, opts);
		});
	}
	context.restore();
	return {
		xAxisPoints: xAxisPoints,
		yAxisPoints: [] as number[],
		calPoints: calPoints,
		eachSpacing: eachSpacing
	} as ChartColumnDataPoints
}

function drawAreaDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartColumnDataPoints {
	let areaOption = opts.extra.area!
	let xAxisData = opts.chartData.xAxisData
	let xAxisPoints = xAxisData.xAxisPoints
	let eachSpacing = xAxisData.eachSpacing!
	let endY = opts.height - opts.area[2];
	let calPoints : ChartOptionsChartDataCalPoints[][] = [];
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset
	context.save();
	let leftSpace = 0;
	let rightSpace = opts.width + eachSpacing;
	if (opts._scrollDistance_ != null && opts._scrollDistance_ != 0 && opts.enableScroll == true) {
		context.translate(opts._scrollDistance_!, 0);
		leftSpace = -(opts._scrollDistance_!) - eachSpacing * 2 + opts.area[3];
		rightSpace = leftSpace + (opts.xAxis.itemCount + 4) * eachSpacing;
	}
	series.forEach(function (eachSeries, seriesIndex) {
		let stringRanges : string[] = opts.chartData.yAxisData.ranges![eachSeries.index!]
		let ranges = stringRanges.map((k : string) : number => parseFloat(k));
		let minRange = ranges.pop()!;
		let maxRange = ranges.shift()!;
		let data = eachSeries.data!;
		let points = getDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);
		calPoints.push(points);
		let splitPointList = splitPoints(points, eachSeries);
		for (let i = 0; i < splitPointList.length; i++) {
			let points = splitPointList[i];
			// 绘制区域数
			context.beginPath();
			context.strokeStyle = hexToRgb(eachSeries.color!, areaOption.opacity);
			if (areaOption.gradient) {
				let gradient = context.createLinearGradient(0 + xOffset, opts.area[0] + yOffset, 0 + xOffset, opts.height - opts.area[2] + yOffset);
				gradient.addColorStop(0, hexToRgb(eachSeries.color!, areaOption.opacity));
				gradient.addColorStop(1, hexToRgb("#FFFFFF", 0.1));
				context.fillStyle = gradient;
			} else {
				context.fillStyle = hexToRgb(eachSeries.color!, areaOption.opacity);
			}
			context.lineWidth = areaOption.width * opts.pixelRatio;
			if (points.length > 1) {
				let firstPoint = points[0];
				let lastPoint = points[points.length - 1];
				context.moveTo(firstPoint.x + xOffset, firstPoint.y + yOffset);
				let startPoint = 0;
				if (areaOption.type == 'curve') {
					for (let j = 0; j < points.length; j++) {
						let item = points[j];
						if (startPoint == 0 && item.x > leftSpace) {
							context.moveTo(item.x + xOffset, item.y + yOffset);
							startPoint = 1;
						}
						if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
							let ctrlPoint = createCurveControlPoints(points, j - 1);
							context.bezierCurveTo(ctrlPoint.ctrA.x + xOffset, ctrlPoint.ctrA.y + yOffset, ctrlPoint.ctrB.x + xOffset, ctrlPoint.ctrB.y + yOffset, item.x + xOffset, item.y + yOffset);
						}
					};
				}
				if (areaOption.type == 'straight') {
					for (let j = 0; j < points.length; j++) {
						let item = points[j];
						if (startPoint == 0 && item.x > leftSpace) {
							context.moveTo(item.x + xOffset, item.y + yOffset);
							startPoint = 1;
						}
						if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
							context.lineTo(item.x + xOffset, item.y + yOffset);
						}
					};
				}
				if (areaOption.type == 'step') {
					for (let j = 0; j < points.length; j++) {
						let item = points[j];
						if (startPoint == 0 && item.x > leftSpace) {
							context.moveTo(item.x + xOffset, item.y + yOffset);
							startPoint = 1;
						}
						if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
							context.lineTo(item.x + xOffset, points[j - 1].y + yOffset);
							context.lineTo(item.x + xOffset, item.y + yOffset);
						}
					};
				}
				context.lineTo(lastPoint.x + xOffset, endY + yOffset);
				context.lineTo(firstPoint.x + xOffset, endY + yOffset);
				context.lineTo(firstPoint.x + xOffset, firstPoint.y + yOffset);
			} else {
				let item = points[0];
				context.moveTo(item.x - eachSpacing / 2 + xOffset, item.y + yOffset);
				// context.lineTo(item.x + eachSpacing / 2, item.y);
				// context.lineTo(item.x + eachSpacing / 2, endY);
				// context.lineTo(item.x - eachSpacing / 2, endY);
				// context.moveTo(item.x - eachSpacing / 2, item.y);
			}
			context.closePath();
			context.fill();
			//画连线
			if (areaOption.addLine) {
				if (eachSeries.lineType == 'dash') {
					let dashLength = eachSeries.dashLength ?? 8;
					dashLength *= opts.pixelRatio;
					context.setLineDash([dashLength, dashLength]);
				}
				context.beginPath();
				context.strokeStyle = eachSeries.color!;
				context.lineWidth = areaOption.width * opts.pixelRatio;
				if (points.length == 1) {
					context.moveTo(points[0].x + xOffset, points[0].y + yOffset);
					// context.arc(points[0].x, points[0].y, 1, 0, 2 * Math.PI);
				} else {
					context.moveTo(points[0].x + xOffset, points[0].y + yOffset);
					let startPoint = 0;
					if (areaOption.type == 'curve') {
						for (let j = 0; j < points.length; j++) {
							let item = points[j];
							if (startPoint == 0 && item.x > leftSpace) {
								context.moveTo(item.x + xOffset, item.y + yOffset);
								startPoint = 1;
							}
							if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
								let ctrlPoint = createCurveControlPoints(points, j - 1);
								context.bezierCurveTo(ctrlPoint.ctrA.x + xOffset, ctrlPoint.ctrA.y + yOffset, ctrlPoint.ctrB.x + xOffset, ctrlPoint.ctrB.y + yOffset, item.x + xOffset, item.y + yOffset);
							}
						};
					}
					if (areaOption.type == 'straight') {
						for (let j = 0; j < points.length; j++) {
							let item = points[j];
							if (startPoint == 0 && item.x > leftSpace) {
								context.moveTo(item.x + xOffset, item.y + yOffset);
								startPoint = 1;
							}
							if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
								context.lineTo(item.x + xOffset, item.y + yOffset);
							}
						};
					}
					if (areaOption.type == 'step') {
						for (let j = 0; j < points.length; j++) {
							let item = points[j];
							if (startPoint == 0 && item.x > leftSpace) {
								context.moveTo(item.x + xOffset, item.y + yOffset);
								startPoint = 1;
							}
							if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
								context.lineTo(item.x + xOffset, points[j - 1].y + yOffset);
								context.lineTo(item.x + xOffset, item.y + yOffset);
							}
						};
					}
					context.moveTo(points[0].x + xOffset, points[0].y + yOffset);
				}
				context.stroke();
				context.setLineDash([]);
			}
		}
		//画点
		if (opts.dataPointShape != false) {
			drawPointShape(points, eachSeries.color!, eachSeries.pointShape, context, opts);
		}
		drawActiveAreaPoint(points, eachSeries.color!, eachSeries.pointShape, context, opts, areaOption, seriesIndex);
	});

	if (opts.dataLabel != false && process == 1) {
		series.forEach((eachSeries, seriesIndex) => {
			let stringRanges = opts.chartData.yAxisData.ranges![eachSeries.index!]
			let ranges = stringRanges.map((k : string) : number => parseFloat(k));
			let minRange = ranges.pop()!;
			let maxRange = ranges.shift()!;
			let data = eachSeries.data!;
			let points = getDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);
			drawPointText(points, eachSeries, config, context, opts);
		});
	}
	context.restore();
	return {
		xAxisPoints: xAxisPoints,
		yAxisPoints: [],
		calPoints: calPoints,
		eachSpacing: eachSpacing
	} as ChartColumnDataPoints
}
function getPieDataPoints(series : ChartOptionsSeries[], radius : number, process : number = 1) : ChartOptionsSeries[] {
	let count = 0;
	let _start_ = 0;
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		// item.data = item.data == null ? 0 : item.data;
		let val = item.data![0].value!
		count += val;
	}
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		// item.data = item.data == null ? 0 : item.data;
		let val = item.data![0].value!
		if (count == 0) {
			item._proportion_ = 1 / series.length * process;
		} else {
			item._proportion_ = val / count * process;
		}
		item._radius_ = radius;
	}
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		item._start_ = _start_;
		_start_ += 2 * item._proportion_ * Math.PI;
	}
	return series;
}
function isSameSign(num1 : number, num2 : number) : boolean {
	return Math.abs(num1) == num1 && Math.abs(num2) == num2 || Math.abs(num1) != num1 && Math.abs(num2) != num2;
}
function isCollision(obj1 : ChartOptionsChartDataLegendDataArea, obj2 : ChartOptionsChartDataLegendDataArea) : boolean {
	obj1.end.x = obj1.start.x + obj1.width;
	obj1.end.y = obj1.start.y - obj1.height;
	obj2.end.x = obj2.start.x + obj2.width;
	obj2.end.y = obj2.start.y - obj2.height;
	let flag = obj2.start.x > obj1.end.x || obj2.end.x < obj1.start.x || obj2.end.y > obj1.start.y || obj2.start.y < obj1.end.y;
	return !flag;
}
function avoidCollision(obj : ChartOptionsChartDataLegendDataArea, target : ChartOptionsChartDataLegendDataArea | null) : ChartOptionsChartDataLegendDataArea {
	if (target != null) {
		while (isCollision(obj, target!)) {
			if (obj.start.x > 0) {
				obj.start.y--;
			} else if (obj.start.x < 0) {
				obj.start.y++;
			} else {
				if (obj.start.y > 0) {
					obj.start.y++;
				} else {
					obj.start.y--;
				}
			}
		}
	}
	return obj;
}
function convertCoordinateOrigin(x : number, y : number, center : Offset) : ChartOptionsChartDataCalPoints {
	const CoordinateOrigin = new ChartOptionsChartDataCalPoints()
	CoordinateOrigin.x = center.x + x
	CoordinateOrigin.y = center.y - y
	return CoordinateOrigin;
}

function drawPieText(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, radius : number, center : Offset) {
	let lineRadius = config.pieChartLinePadding;
	let textObjectCollection : ChartOptionsChartDataLegendDataArea[] = [];
	let lastTextObject : ChartOptionsChartDataLegendDataArea | null = null;
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset
	let seriesConvert = series.map((item : ChartOptionsSeries, index : number) : ChartOptionsSeries => {
		// let text = item.formatter ? item.formatter(item, index, series, opts) : (item._proportion_ * 100).toFixed(2) + '%';
		let text : string = ''
		if (item.formatter != null) {
			const fun = item.formatter as (item : ChartOptionsSeries, index : number, series : ChartOptionsSeries[], opts : ChartOptions) => string
			text = fun(item, index, series, opts)
		} else {
			text = (item._proportion_ * 100).toFixed(2) + '%'
		}
		text = item.data![0].labelText != null ? item.data![0].labelText! : text;
		let arc = 2 * Math.PI - (item._start_ + 2 * Math.PI * item._proportion_ / 2);
		if (item._rose_proportion_ > 0) {
			arc = 2 * Math.PI - (item._start_ + 2 * Math.PI * item._rose_proportion_ / 2);
		}
		let color = item.color;
		let radius = item._radius_;
		const seriesitem = new ChartOptionsSeries()
		seriesitem.arc = arc
		seriesitem.text = text
		seriesitem.color = color
		seriesitem.radius = radius
		seriesitem.textColor = item.data![0].textColor!
		seriesitem.textSize = item.data![0].textSize
		seriesitem.labelShow = item.data![0].labelShow
		return seriesitem
	});
	for (let i = 0; i < seriesConvert.length; i++) {
		let item = seriesConvert[i];
		// line end
		let orginX1 = Math.cos(item.arc) * (item.radius + lineRadius);
		let orginY1 = Math.sin(item.arc) * (item.radius + lineRadius);
		// line start
		let orginX2 = Math.cos(item.arc) * item.radius;
		let orginY2 = Math.sin(item.arc) * item.radius;
		// text start
		let orginX3 = orginX1 >= 0 ? orginX1 + config.pieChartTextPadding : orginX1 - config.pieChartTextPadding;
		let orginY3 = orginY1;
		let textWidth = measureText(item.text, (item.textSize ?? config.fontSize) * opts.pixelRatio);
		let startY = orginY3;

		if (lastTextObject != null && isSameSign(lastTextObject!.start.x, orginX3)) {
			if (orginX3 > 0) {
				startY = Math.min(orginY3, lastTextObject!.start.y);
			} else if (orginX1 < 0) {
				startY = Math.max(orginY3, lastTextObject!.start.y);
			} else {
				if (orginY3 > 0) {
					startY = Math.max(orginY3, lastTextObject!.start.y);
				} else {
					startY = Math.min(orginY3, lastTextObject!.start.y);
				}
			}
		}
		if (orginX3 < 0) {
			orginX3 -= textWidth;
		}
		const textObject = new ChartOptionsChartDataLegendDataArea()
		const lineStart = new ChartOptionsChartDataLegendDataAreaXY()
		const lineEnd = new ChartOptionsChartDataLegendDataAreaXY()
		const start = new ChartOptionsChartDataLegendDataAreaXY()
		lineStart.x = orginX2
		lineStart.y = orginY2
		lineEnd.x = orginX1
		lineEnd.y = orginY1
		start.x = orginX3
		start.y = startY
		textObject.lineStart = lineStart
		textObject.lineEnd = lineEnd
		textObject.start = start
		textObject.width = textWidth
		textObject.height = config.fontSize
		textObject.text = item.text
		textObject.color = item.color!
		textObject.textColor = item.textColor
		textObject.textSize = item.textSize ?? config.fontSize
		lastTextObject = avoidCollision(textObject, lastTextObject);
		textObjectCollection.push(lastTextObject!);
	}

	for (let i = 0; i < textObjectCollection.length; i++) {
		if (seriesConvert[i].labelShow == false) {
			continue;
		}
		let item = textObjectCollection[i];
		let lineStartPoistion = convertCoordinateOrigin(item.lineStart.x, item.lineStart.y, center);
		let lineEndPoistion = convertCoordinateOrigin(item.lineEnd.x, item.lineEnd.y, center);
		let textPosition = convertCoordinateOrigin(item.start.x, item.start.y, center);
		context.lineWidth = 1 * opts.pixelRatio;
		context.font = `${(item.textSize ?? config.fontSize) * opts.pixelRatio}px sans-serif`
		context.beginPath();
		context.strokeStyle = item.color;
		context.fillStyle = item.color;
		context.moveTo(xOffset + lineStartPoistion.x, lineStartPoistion.y + yOffset);
		let curveStartX = item.start.x < 0 ? textPosition.x + item.width : textPosition.x;
		let textStartX = item.start.x < 0 ? textPosition.x - 5 : textPosition.x + 5;
		context.quadraticCurveTo(lineEndPoistion.x + xOffset, lineEndPoistion.y + yOffset, curveStartX + xOffset, textPosition.y + yOffset);
		context.moveTo(xOffset + lineStartPoistion.x, lineStartPoistion.y + yOffset);
		context.stroke();
		context.closePath();
		context.beginPath();
		context.moveTo(xOffset + textPosition.x + item.width, textPosition.y + yOffset);
		context.arc(xOffset + curveStartX, textPosition.y + yOffset, 2 * opts.pixelRatio, 0, 2 * Math.PI);
		context.closePath();
		context.fill();
		context.beginPath();
		context.font = `${(item.textSize ?? config.fontSize) * opts.pixelRatio}px sans-serif`
		context.fillStyle = item.textColor ?? opts.fontColor;
		context.fillText(item.text, textStartX + xOffset, textPosition.y + 3 + yOffset);
		context.closePath();
		context.stroke();
		context.closePath();
	}
}
function drawRingTitle(opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, center : Offset) {
	let titlefontSize = opts.title.fontSize ?? config.titleFontSize;
	let subtitlefontSize = opts.subtitle.fontSize ?? config.subtitleFontSize;
	let title = opts.title.name ?? '';
	let subtitle = opts.subtitle.name ?? '';
	let titleFontColor = opts.title.color ?? opts.fontColor;
	let subtitleFontColor = opts.subtitle.color ?? opts.fontColor;
	let titleHeight = title != '' ? titlefontSize : 0;
	let subtitleHeight = subtitle != '' ? subtitlefontSize : 0;
	let margin = 5;
	if (subtitle != '') {
		let textWidth = measureText(subtitle, subtitlefontSize * opts.pixelRatio);
		let startX = center.x - textWidth / 2 + (opts.subtitle.offsetX ?? 0) * opts.pixelRatio;
		let startY = center.y + subtitlefontSize * opts.pixelRatio / 2 + (opts.subtitle.offsetY ?? 0) * opts.pixelRatio;
		if (title != '') {
			startY += (titleHeight * opts.pixelRatio + margin) / 2;
		}
		context.beginPath();
		context.font = `${subtitlefontSize * opts.pixelRatio}px sans-serif`
		context.fillStyle = subtitleFontColor;
		context.fillText(subtitle, startX + opts.xOffset, startY + opts.yOffset);
		context.closePath();
		context.stroke();
	}
	if (title != '') {
		let _textWidth = measureText(title, titlefontSize * opts.pixelRatio);
		let _startX = center.x - _textWidth / 2 + (opts.title.offsetX ?? 0);
		let _startY = center.y + titlefontSize * opts.pixelRatio / 2 + (opts.title.offsetY ?? 0) * opts.pixelRatio;
		if (subtitle != '') {
			_startY -= (subtitleHeight * opts.pixelRatio + margin) / 2;
		}
		context.beginPath();
		context.font = `${titlefontSize * opts.pixelRatio}px sans-serif`
		context.fillStyle = titleFontColor;
		context.fillText(title, _startX + opts.xOffset, _startY + opts.yOffset);
		context.closePath();
		context.stroke();
	}
}
function drawRingDataPoints(seriese : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartOptionsChartDataToolTiPData {
	let pieOption = opts.extra.ring!
	const centerPosition = new Offset()
	centerPosition.x = opts.area[3] + (opts.width - opts.area[1] - opts.area[3]) / 2
	centerPosition.y = opts.area[0] + (opts.height - opts.area[0] - opts.area[2]) / 2
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset
	if (config.pieChartLinePadding == 0) {
		config.pieChartLinePadding = pieOption.activeRadius * opts.pixelRatio;
	}

	let radius = Math.min((opts.width - opts.area[1] - opts.area[3]) / 2 - config.pieChartLinePadding - config.pieChartTextPadding - config._pieTextMaxLength_, (opts.height - opts.area[0] - opts.area[2]) / 2 - config.pieChartLinePadding - config.pieChartTextPadding);
	radius = radius < 10 ? 10 : radius;
	if (pieOption.customRadius != null && pieOption.customRadius! > 0) {
		radius = pieOption.customRadius! * opts.pixelRatio;
	}
	let series = getPieDataPoints(seriese, radius, process);

	let activeRadius = pieOption.activeRadius * opts.pixelRatio;
	pieOption.customColor = fillCustomColor(pieOption.linearType, pieOption.customColor, series, config);
	series = series.map((eachSeries : ChartOptionsSeries) : ChartOptionsSeries => {
		eachSeries._start_ += (pieOption.offsetAngle!) * Math.PI / 180;
		return eachSeries;
	});
	series.forEach((eachSeries : ChartOptionsSeries, seriesIndex : number) => {
		if (opts.tooltip != null) {
			if ((opts.tooltip!.index as number) == seriesIndex) {
				context.beginPath();
				context.fillStyle = (hexToRgb(eachSeries.color!, pieOption.activeOpacity));
				context.moveTo(xOffset + centerPosition.x, centerPosition.y + yOffset);
				context.arc(xOffset + centerPosition.x, centerPosition.y + yOffset, eachSeries._radius_ + activeRadius, eachSeries._start_, eachSeries._start_ + 2 * eachSeries._proportion_ * Math.PI, false);
				context.closePath();
				context.fill();
			}
		}
		context.beginPath();
		context.lineWidth = pieOption.borderWidth * opts.pixelRatio;

		context.lineJoin = "round";
		context.strokeStyle = pieOption.borderColor;
		let fillcolor : any = eachSeries.color!;
		if (pieOption.linearType == 'custom') {
			let grd = context.createRadialGradient(centerPosition.x + xOffset, centerPosition.y + yOffset, 0, centerPosition.x + xOffset, centerPosition.y + yOffset, eachSeries._radius_)
			grd.addColorStop(0, hexToRgb(pieOption.customColor![eachSeries.linearIndex!], 1))
			grd.addColorStop(1, hexToRgb(eachSeries.color!, 1))
			fillcolor = grd
		}
		context.fillStyle = fillcolor;
		context.moveTo(xOffset + centerPosition.x, centerPosition.y + yOffset);
		context.arc(centerPosition.x + xOffset, centerPosition.y + yOffset, eachSeries._radius_, eachSeries._start_, eachSeries._start_ + 2 * eachSeries._proportion_ * Math.PI, false);
		context.closePath();
		context.fill();
		if (pieOption.border == true) {
			context.stroke();
		}
	});

	let innerPieWidth = radius * 0.6;
	if (typeof pieOption.ringWidth == 'number' && pieOption.ringWidth > 0) {
		innerPieWidth = Math.max(0, radius - pieOption.ringWidth * opts.pixelRatio);
	}
	context.beginPath();
	context.fillStyle = (pieOption.centerColor!);
	context.moveTo(xOffset + centerPosition.x, centerPosition.y + yOffset);
	context.arc(xOffset + centerPosition.x, centerPosition.y + yOffset, innerPieWidth, 0, 2 * Math.PI);
	context.closePath();
	context.fill();

	if (opts.dataLabel != false && process == 1) {
		drawPieText(series, opts, config, context, radius, centerPosition);
	}
	if (process == 1) {
		drawRingTitle(opts, config, context, centerPosition);
	}
	const piedata = new ChartOptionsChartDataToolTiPData()
	piedata.center = centerPosition
	piedata.radius = radius
	piedata.series = series
	return piedata;
}
function drawPieDataPoints(seriese : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartOptionsChartDataToolTiPData {
	let pieOption = opts.extra.pie!
	const centerPosition = new Offset()
	centerPosition.x = opts.area[3] + (opts.width - opts.area[1] - opts.area[3]) / 2
	centerPosition.y = opts.area[0] + (opts.height - opts.area[0] - opts.area[2]) / 2
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset
	if (config.pieChartLinePadding == 0) {
		config.pieChartLinePadding = pieOption.activeRadius * opts.pixelRatio;
	}

	let radius = Math.min((opts.width - opts.area[1] - opts.area[3]) / 2 - config.pieChartLinePadding - config.pieChartTextPadding - config._pieTextMaxLength_, (opts.height - opts.area[0] - opts.area[2]) / 2 - config.pieChartLinePadding - config.pieChartTextPadding);
	radius = radius < 10 ? 10 : radius;
	if (pieOption.customRadius != null && pieOption.customRadius! > 0) {
		radius = pieOption.customRadius! * opts.pixelRatio;
	}
	let series = getPieDataPoints(seriese, radius, process);

	let activeRadius = pieOption.activeRadius * opts.pixelRatio;
	pieOption.customColor = fillCustomColor(pieOption.linearType, pieOption.customColor, series, config);
	series = series.map((eachSeries : ChartOptionsSeries) : ChartOptionsSeries => {
		eachSeries._start_ += (pieOption.offsetAngle!) * Math.PI / 180;
		return eachSeries;
	});
	series.forEach((eachSeries : ChartOptionsSeries, seriesIndex : number) => {
		if (opts.tooltip != null) {
			if ((opts.tooltip!.index as number) == seriesIndex) {
				context.beginPath();
				context.fillStyle = (hexToRgb(eachSeries.color!, pieOption.activeOpacity));

				context.moveTo(xOffset + centerPosition.x, centerPosition.y + yOffset);
				context.arc(xOffset + centerPosition.x, centerPosition.y + yOffset, eachSeries._radius_ + activeRadius, eachSeries._start_, eachSeries._start_ + 2 * eachSeries._proportion_ * Math.PI, false);
				context.closePath();
				context.fill();
			}
		}
		context.beginPath();
		context.lineWidth = pieOption.borderWidth * opts.pixelRatio;

		context.lineJoin = "round";
		context.strokeStyle = pieOption.borderColor;
		let fillcolor : any = eachSeries.color!;
		if (pieOption.linearType == 'custom') {
			let grd = context.createRadialGradient(centerPosition.x + xOffset, centerPosition.y + yOffset, 0, centerPosition.x + xOffset, centerPosition.y + yOffset, eachSeries._radius_)
			grd.addColorStop(0, hexToRgb(pieOption.customColor![eachSeries.linearIndex!], 1))
			grd.addColorStop(1, hexToRgb(eachSeries.color!, 1))
			fillcolor = grd
		}
		context.fillStyle = fillcolor;
		context.moveTo(xOffset + centerPosition.x, centerPosition.y + yOffset);
		context.arc(xOffset + centerPosition.x, centerPosition.y + yOffset, eachSeries._radius_, eachSeries._start_, eachSeries._start_ + 2 * eachSeries._proportion_ * Math.PI, false);
		context.closePath();
		context.fill();
		if (pieOption.border == true) {
			context.stroke();
		}
	});

	if (opts.dataLabel != false && process == 1) {
		drawPieText(series, opts, config, context, radius, centerPosition);
	}

	const piedata = new ChartOptionsChartDataToolTiPData()
	piedata.center = centerPosition
	piedata.radius = radius
	piedata.series = series
	return piedata;
}
function getPieTextMaxLength(eseries : ChartOptionsSeries[], config : TuiChartConfig, context : CanvasRenderingContext2D, opts : ChartOptions) : number {
	let series = getPieDataPoints(eseries, 0);
	let maxLength = 0;
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		// let text = item.formatter ? item.formatter(+item._proportion_.toFixed(2)) : (item._proportion_ * 100).toFixed(0) + '%';
		let text : string = ''
		if (item.formatter != null) {
			const fun = item.formatter as (proportion : string) => string
			text = fun(item._proportion_.toFixed(2))
		} else {
			text = (item._proportion_ * 100).toFixed(0) + '%'
		}
		maxLength = Math.max(maxLength, measureText(text, (item.textSize ?? config.fontSize) * opts.pixelRatio));
	}
	return maxLength;
}

function isInAngleRange(eangle : number, estartAngle : number, eendAngle : number) : boolean {
	function adjust(eangle : number) : number {
		let angle = eangle
		while (angle < 0) {
			angle += 2 * Math.PI;
		}
		while (angle > 2 * Math.PI) {
			angle -= 2 * Math.PI;
		}
		return angle;
	}
	let angle = adjust(eangle);
	let startAngle = adjust(estartAngle);
	let endAngle = adjust(eendAngle);
	if (startAngle > endAngle) {
		endAngle += 2 * Math.PI;
		if (angle < startAngle) {
			angle += 2 * Math.PI;
		}
	}
	return angle >= startAngle && angle <= endAngle;
}

function isInExactPieChartArea(currentPoints : TouchPosition, center : Offset, radius : number) : boolean {
	return Math.pow(currentPoints.x - center.x, 2) + Math.pow(currentPoints.y - center.y, 2) <= Math.pow(radius, 2);
}

export function findPieChartCurrentIndex(currentPoints : TouchPosition, pieData : ChartOptionsChartDataToolTiPData, opts : ChartOptions) : ChartOptionsTooltip {
	let tooltip : ChartOptionsTooltip = new ChartOptionsTooltip();
	let currentIndex = -1;
	let series = getPieDataPoints(pieData.series, 0);
	if (isInExactPieChartArea(currentPoints, pieData.center, pieData.radius)) {
		let angle = Math.atan2(pieData.center.y - currentPoints.y, currentPoints.x - pieData.center.x);
		angle = -angle;

		if (opts.extra.pie != null && opts.extra.pie!.offsetAngle != null) {
			angle = angle - opts.extra.pie!.offsetAngle! * Math.PI / 180;
		}
		if (opts.extra.ring != null && opts.extra.ring!.offsetAngle != null) {
			angle = angle - opts.extra.ring!.offsetAngle! * Math.PI / 180;
		}
		for (let i = 0, len = series.length; i < len; i++) {
			if (isInAngleRange(angle, series[i]._start_, series[i]._start_ + series[i]._proportion_ * 2 * Math.PI)) {
				currentIndex = i;
				break;
			}
		}
	}
	tooltip.index = currentIndex
	return tooltip;
}
function calCandleMA(dayArr : number[], nameArr : string[], colorArr : string[], kdata : number[][]) : ChartOptionsSeries[] {
	let seriesTemp : ChartOptionsSeries[] = [];
	for (let k = 0; k < dayArr.length; k++) {
		let seriesItem = new ChartOptionsSeries()
		seriesItem.data = []
		seriesItem.name = nameArr[k]
		seriesItem.color = colorArr[k]
		for (let i = 0, len = kdata.length; i < len; i++) {
			const seriesdata = new ChartOptionsSeriesData()
			if (i < dayArr[k]) {
				seriesdata.value = null
				seriesItem.data!.push(seriesdata);
				continue;
			} else {
				let sum = 0;
				for (let j = 0; j < dayArr[k]; j++) {
					sum += (kdata[i - j][1]);
				}
				seriesdata.value = parseFloat((sum / dayArr[k]).toFixed(3))
				seriesItem.data!.push(seriesdata);
			}

		}
		seriesTemp.push(seriesItem);
	}
	return seriesTemp;
}
function getRoseDataPoints(series : ChartOptionsSeries[], type : string, minRadius : number, radius : number, process : number = 1) : ChartOptionsSeries[] {
	let count = 0;
	let _start_ = 0;
	let dataArr : number[] = [];
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		count += item.data![0].value!;
		dataArr.push(item.data![0].value!);
	}
	let minData = Math.min(...dataArr);
	let maxData = Math.max(...dataArr);
	let radiusLength = radius - minRadius;
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		// item.data = item.data == null ? 0 : item.data;
		if (count == 0) {
			item._proportion_ = 1 / series.length * process;
			item._rose_proportion_ = 1 / series.length * process;
		} else {
			const val = item.data![0].value!
			item._proportion_ = val / count * process;
			if (type == 'area') {
				item._rose_proportion_ = 1 / series.length * process;
			} else {
				item._rose_proportion_ = val / count * process;
			}
		}
		item._radius_ = minRadius + radiusLength * ((item.data![0].value! - minData) / (maxData - minData)) ?? radius;
	}
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		item._start_ = _start_;
		_start_ += 2 * item._rose_proportion_ * Math.PI;
	}
	return series;
}
function drawRoseDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartOptionsChartDataToolTiPData {
	let roseOption = opts.extra.rose!
	if (config.pieChartLinePadding == 0) {
		config.pieChartLinePadding = roseOption.activeRadius * opts.pixelRatio;
	}
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset

	let centerPosition = new Offset()
	centerPosition.x = opts.area[3] + (opts.width - opts.area[1] - opts.area[3]) / 2
	centerPosition.y = opts.area[0] + (opts.height - opts.area[0] - opts.area[2]) / 2
	// let centerPosition = {
	// 	x: opts.area[3] + (opts.width - opts.area[1] - opts.area[3]) / 2,
	// 	y: opts.area[0] + (opts.height - opts.area[0] - opts.area[2]) / 2
	// };
	let radius = Math.min((opts.width - opts.area[1] - opts.area[3]) / 2 - config.pieChartLinePadding - config
		.pieChartTextPadding - config._pieTextMaxLength_, (opts.height - opts.area[0] - opts.area[2]) / 2 - config
			.pieChartLinePadding - config.pieChartTextPadding);
	radius = radius < 10 ? 10 : radius;
	let minRadius = roseOption.minRadius ?? radius * 0.5;
	if (radius < minRadius) {
		radius = minRadius + 10;
	}
	series = getRoseDataPoints(series, roseOption.type, minRadius, radius, process);
	let activeRadius = roseOption.activeRadius * opts.pixelRatio;
	roseOption.customColor = fillCustomColor(roseOption.linearType, roseOption.customColor, series, config);
	series = series.map((eachSeries : ChartOptionsSeries) : ChartOptionsSeries => {
		eachSeries._start_ += (roseOption.offsetAngle ?? 0) * Math.PI / 180;
		return eachSeries;
	});
	series.forEach(function (eachSeries, seriesIndex) {
		if (opts.tooltip != null) {
			if ((opts.tooltip!.index as number) == seriesIndex) {
				context.beginPath();
				context.fillStyle = hexToRgb(eachSeries.color!, roseOption.activeOpacity);
				context.moveTo(xOffset + centerPosition.x, centerPosition.y + yOffset);
				context.arc(xOffset + centerPosition.x, centerPosition.y + yOffset, activeRadius + eachSeries._radius_, eachSeries
					._start_, eachSeries._start_ + 2 * eachSeries._rose_proportion_ * Math.PI, false);
				context.closePath();
				context.fill();
			}
		}
		context.beginPath();
		context.lineWidth = roseOption.borderWidth * opts.pixelRatio;
		context.lineJoin = "round";
		context.strokeStyle = roseOption.borderColor;
		let fillcolor : any = eachSeries.color!;
		if (roseOption.linearType == 'custom') {
			// let grd;
			// if (context.createCircularGradient) {
			// 	grd = context.createCircularGradient(centerPosition.x, centerPosition.y, eachSeries._radius_)
			// } else {
			// 	grd = context.createRadialGradient(centerPosition.x, centerPosition.y, 0, centerPosition.x,
			// 		centerPosition.y, eachSeries._radius_)
			// }
			let grd = context.createRadialGradient(centerPosition.x + xOffset, centerPosition.y + yOffset, 0, centerPosition.x + xOffset, centerPosition.y + yOffset, eachSeries._radius_)
			grd.addColorStop(0, hexToRgb(roseOption.customColor![eachSeries.linearIndex!], 1))
			grd.addColorStop(1, hexToRgb(eachSeries.color!, 1))
			fillcolor = grd
		}
		context.fillStyle = fillcolor;
		context.moveTo(xOffset + centerPosition.x, centerPosition.y + yOffset);
		context.arc(xOffset + centerPosition.x, centerPosition.y + yOffset, eachSeries._radius_, eachSeries._start_, eachSeries
			._start_ + 2 * eachSeries._rose_proportion_ * Math.PI, false);
		context.closePath();
		context.fill();
		if (roseOption.border == true) {
			context.stroke();
		}
	});

	if (opts.dataLabel != false && process == 1) {
		drawPieText(series, opts, config, context, radius, centerPosition);
	}
	const tooldata = new ChartOptionsChartDataToolTiPData()
	tooldata.center = centerPosition
	tooldata.radius = radius
	tooldata.series = series
	return tooldata
}

export function findRoseChartCurrentIndex(currentPoints : TouchPosition, pieData : ChartOptionsChartDataToolTiPData, opts : ChartOptions) : ChartOptionsTooltip {
	let tooltip : ChartOptionsTooltip = new ChartOptionsTooltip();
	let currentIndex = -1;
	let series = getRoseDataPoints(opts._series_!, opts.extra.rose!.type, pieData.radius, pieData.radius);
	if (isInExactPieChartArea(currentPoints, pieData.center, pieData.radius)) {
		let angle = Math.atan2(pieData.center.y - currentPoints.y, currentPoints.x - pieData.center.x);
		angle = -angle;
		if (opts.extra.rose != null && opts.extra.rose!.offsetAngle != null) {
			angle = angle - opts.extra.rose!.offsetAngle! * Math.PI / 180;
		}
		for (let i = 0, len = series.length; i < len; i++) {
			if (isInAngleRange(angle, series[i]._start_, series[i]._start_ + series[i]._rose_proportion_ * 2 * Math
				.PI)) {
				currentIndex = i;
				break;
			}
		}
	}
	tooltip.index = currentIndex
	return tooltip;
}
//雷达图
function approximatelyEqual(num1 : number, num2 : number) : boolean {
	return Math.abs(num1 - num2) < 1e-10;
}
function drawRadarLabel(angleList : number[], radius : number, centerPosition : Offset, opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D) {
	let radarOption = opts.extra.radar ?? new ChartOptionsExtraRadar();
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset
	angleList.forEach(function (angle, index) {
		if (radarOption.labelPointShow == true && opts.categories![index] != '') {
			const posPoint = new Offset()
			posPoint.x = radius * Math.cos(angle)
			posPoint.y = radius * Math.sin(angle)
			let posPointAxis = convertCoordinateOrigin(posPoint.x, posPoint.y, centerPosition);
			context.fillStyle = radarOption.labelPointColor
			context.beginPath();
			context.arc(posPointAxis.x + xOffset, posPointAxis.y + yOffset, radarOption.labelPointRadius * opts.pixelRatio, 0, 2 * Math.PI, false);
			context.closePath();
			context.fill();
		}
		if (radarOption.labelShow == true) {
			const pos = new Offset()
			pos.x = (radius + config.radarLabelTextMargin * opts.pixelRatio) * Math.cos(angle)
			pos.y = (radius + config.radarLabelTextMargin * opts.pixelRatio) * Math.sin(angle)
			let posRelativeCanvas = convertCoordinateOrigin(pos.x, pos.y, centerPosition);
			let startX = posRelativeCanvas.x;
			let startY = posRelativeCanvas.y;
			if (approximatelyEqual(pos.x, 0)) {
				startX -= measureText(opts.categories![index] ?? '', config.fontSize) / 2;
			} else if (pos.x < 0) {
				startX -= measureText(opts.categories![index] ?? '', config.fontSize);
			}
			context.beginPath();
			context.font = `${config.fontSize}px sans-serif`
			context.fillStyle = radarOption.labelColor ?? opts.fontColor
			context.fillText(opts.categories![index] ?? '', startX + xOffset, startY + config.fontSize / 2 + yOffset);
			context.closePath();
			context.stroke();
		}
	});

}
function getRadarDataPoints(angleList : number[], center : Offset, radius : number, series : ChartOptionsSeries[], opts : ChartOptions, process : number = 1) : ChartOptionsSeries[] {
	let radarOption = opts.extra.radar ?? new ChartOptionsExtraRadar();
	radarOption.max = radarOption.max ?? 0;
	let flierSeries : ChartOptionsSeriesData[] = dataCombine(series)
	let seriesValue : number[] = flierSeries.map((item : ChartOptionsSeriesData) : number => item.value!)
	let maxData = Math.max(radarOption.max!, Math.max(...seriesValue));
	let data : ChartOptionsSeries[] = [];
	for (let i = 0; i < series.length; i++) {
		let each : ChartOptionsSeries = series[i];
		let listItem = new ChartOptionsSeries();
		listItem.color = each.color;
		listItem.legendShape = each.legendShape;
		listItem.pointShape = each.pointShape;
		listItem.data = [];
		each.data!.forEach((item : ChartOptionsSeriesData, index : number) => {
			let tmp = new ChartOptionsSeriesData();
			tmp.angle = angleList[index];
			tmp.proportion = (item.value!) / maxData;
			tmp.value = item.value;
			tmp.position = convertCoordinateOrigin(radius * tmp.proportion * process * Math.cos(tmp.angle), radius * tmp.proportion * process * Math.sin(tmp.angle), center);
			listItem.data!.push(tmp);
		});
		data.push(listItem);
	}
	return data;
}
function getMaxTextListLength(list : string[], fontSize : number, context : CanvasRenderingContext2D) : number {
	let lengthList = list.map((item : string) : number => {
		return measureText(item, fontSize);
	});
	return Math.max(...lengthList);
}

function getRadarCoordinateSeries(length : number) : number[] {
	let eachAngle = 2 * Math.PI / length;
	let CoordinateSeries : number[] = [];
	for (let i = 0; i < length; i++) {
		CoordinateSeries.push(eachAngle * i);
	}
	return CoordinateSeries.map((item : number) : number => {
		return -1 * item + Math.PI / 2;
	});
}
function drawRadarDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartOptionsChartDataToolTiPData {
	let radarOption : ChartOptionsExtraRadar = opts.extra.radar!
	let coordinateAngle : number[] = getRadarCoordinateSeries(opts.categories!.length);
	let centerPosition = new Offset()
	centerPosition.x = opts.area[3] + (opts.width - opts.area[1] - opts.area[3]) / 2
	centerPosition.y = opts.area[0] + (opts.height - opts.area[0] - opts.area[2]) / 2
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset
	let xr = (opts.width - opts.area[1] - opts.area[3]) / 2
	let yr = (opts.height - opts.area[0] - opts.area[2]) / 2
	let radius = Math.min(xr - (getMaxTextListLength(opts.categories!, config.fontSize, context) + config.radarLabelTextMargin), yr - config.radarLabelTextMargin);
	radius -= config.radarLabelTextMargin * opts.pixelRatio;
	radius = radius < 10 ? 10 : radius;
	radius = radarOption.radius != null ? radarOption.radius! : radius;
	// 画分割线
	context.beginPath();
	context.lineWidth = 1 * opts.pixelRatio;
	context.strokeStyle = radarOption.gridColor;
	coordinateAngle.forEach(function (angle, index) {
		let pos : ChartOptionsChartDataCalPoints = convertCoordinateOrigin(radius * Math.cos(angle), radius * Math.sin(angle), centerPosition);
		context.moveTo(xOffset + centerPosition.x, centerPosition.y + yOffset);
		if (index % radarOption.gridEval == 0) {
			context.lineTo(pos.x + xOffset, pos.y + yOffset);
		}
	});
	context.stroke();
	context.closePath();

	// 画背景网格
	function _loop(i : number) {
		let startPos = new ChartOptionsChartDataCalPoints();
		context.beginPath();
		context.lineWidth = (1 * opts.pixelRatio);
		context.strokeStyle = (radarOption.gridColor);
		if (radarOption.gridType == 'radar') {
			coordinateAngle.forEach(function (angle, index) {
				let pos = convertCoordinateOrigin(radius / radarOption.gridCount * i * Math.cos(angle), radius /
					radarOption.gridCount * i * Math.sin(angle), centerPosition);
				if (index == 0) {
					startPos = pos;
					context.moveTo(pos.x + xOffset, pos.y + yOffset);
				} else {
					context.lineTo(pos.x + xOffset, pos.y + yOffset);
				}
			});
			context.lineTo(startPos.x + xOffset, startPos.y + yOffset);
		} else {
			let pos = convertCoordinateOrigin(radius / radarOption.gridCount * i * Math.cos(1.5), radius / radarOption.gridCount * i * Math.sin(1.5), centerPosition);
			context.arc(centerPosition.x + xOffset, centerPosition.y + yOffset, centerPosition.y - pos.y, 0, 2 * Math.PI, false);
		}
		context.stroke();
		context.closePath();
	};
	for (let i = 1; i <= radarOption.gridCount; i++) {
		_loop(i);
	}
	radarOption.customColor = fillCustomColor(radarOption.linearType, radarOption.customColor, series, config);
	let radarDataPoints : ChartOptionsSeries[] = getRadarDataPoints(coordinateAngle, centerPosition, radius, series, opts, process);
	radarDataPoints.forEach((eachSeries : ChartOptionsSeries, seriesIndex : number) => {
		// 绘制区域数据
		context.beginPath();
		context.lineWidth = radarOption.borderWidth * opts.pixelRatio;
		context.strokeStyle = eachSeries.color!;

		let fillcolor : any = hexToRgb(eachSeries.color!, radarOption.opacity);
		if (radarOption.linearType == 'custom') {
			// let grd;
			// if (context.createCircularGradient) {
			// 	grd = context.createCircularGradient(centerPosition.x, centerPosition.y, radius)
			// } else {
			// 	grd = context.createRadialGradient(centerPosition.x, centerPosition.y, 0, centerPosition.x, centerPosition.y, radius)
			// }
			let grd = context.createRadialGradient(centerPosition.x + xOffset, centerPosition.y + yOffset, 0, centerPosition.x + xOffset, centerPosition.y + yOffset, radius)
			grd.addColorStop(0, hexToRgb(radarOption.customColor![series[seriesIndex].linearIndex!], radarOption.opacity))
			grd.addColorStop(1, hexToRgb(eachSeries.color!, radarOption.opacity))
			fillcolor = grd
		}

		context.fillStyle = fillcolor;

		eachSeries.data!.forEach((item : ChartOptionsSeriesData, index : number) => {
			if (index == 0) {
				context.moveTo(item.position.x + xOffset, item.position.y + yOffset);
			} else {
				context.lineTo(item.position.x + xOffset, item.position.y + yOffset);
			}
		});
		context.closePath();
		context.fill();
		if (radarOption.border == true) {
			context.stroke();
		}
		context.closePath();
		if (opts.dataPointShape != false) {
			let points = eachSeries.data!.map((item : ChartOptionsSeriesData) : ChartOptionsChartDataCalPoints => {
				return item.position;
			});
			drawPointShape(points, eachSeries.color!, eachSeries.pointShape, context, opts);
		}
	});
	// 画刻度值
	if (radarOption.axisLabel == true) {
		let flierSeries = dataCombine(series)
		let seriesValue = flierSeries.map((item : ChartOptionsSeriesData) : number => item.value!)
		let maxData = Math.max(radarOption.max!, Math.max(...seriesValue));
		const stepLength = radius / radarOption.gridCount;
		const fontSize = opts.fontSize * opts.pixelRatio;
		context.font = `${fontSize}px sans-serif`
		context.fillStyle = opts.fontColor;
		context.textAlign = 'left';

		for (let i = 0; i < radarOption.gridCount + 1; i++) {
			let label = i * maxData / radarOption.gridCount;
			label = parseFloat(label.toFixed(radarOption.axisLabelTofix));
			context.fillText(`${label}`, centerPosition.x + 3 * opts.pixelRatio + xOffset, centerPosition.y - i * stepLength + fontSize / 2 + yOffset);
		}
	}

	// draw label text
	drawRadarLabel(coordinateAngle, radius, centerPosition, opts, config, context);

	// draw dataLabel
	if (opts.dataLabel && process == 1) {
		radarDataPoints.forEach(function (eachSeries, seriesIndex) {
			context.beginPath();
			let fontSize = eachSeries.textSize != null ? eachSeries.textSize! * opts.pixelRatio : config.fontSize;
			context.font = `${fontSize}px sans-serif`
			context.fillStyle = eachSeries.textColor ?? opts.fontColor;
			eachSeries.data!.forEach((item : ChartOptionsSeriesData, index : number) => {
				//如果是中心点垂直的上下点位
				if (Math.abs(item.position.x - centerPosition.x) < 2) {
					//如果在上面
					if (item.position.y < centerPosition.y) {
						context.textAlign = 'center';
						context.fillText(`${item.value}`, item.position.x + xOffset, item.position.y - 4 + yOffset);
					} else {
						context.textAlign = 'center';
						context.fillText(`${item.value}`, item.position.x + xOffset, item.position.y + fontSize + 2 + yOffset);
					}
				} else {
					//如果在左侧
					if (item.position.x < centerPosition.x) {
						context.textAlign = 'right';
						context.fillText(`${item.value}`, item.position.x - 4 + xOffset, item.position.y + fontSize / 2 - 2 + yOffset);
					} else {
						context.textAlign = 'left';
						context.fillText(`${item.value}`, item.position.x + 4 + xOffset, item.position.y + fontSize / 2 - 2 + yOffset);
					}
				}
			});
			context.closePath();
			context.stroke();
		});
		context.textAlign = 'left';
	}
	const tooltip = new ChartOptionsChartDataToolTiPData()
	tooltip.center = centerPosition
	tooltip.radius = radius
	tooltip.angleList = coordinateAngle
	return tooltip;
}
export function findRadarChartCurrentIndex(currentPoints : TouchPosition, radarData : ChartOptionsChartDataToolTiPData, count : number) : ChartOptionsTooltip {
	let tooltip : ChartOptionsTooltip = new ChartOptionsTooltip();
	let eachAngleArea = 2 * Math.PI / count;
	let currentIndex = -1;
	if (isInExactPieChartArea(currentPoints, radarData.center, radarData.radius)) {
		function fixAngle(eangle : number) : number {
			let angle = eangle
			if (angle < 0) {
				angle += 2 * Math.PI;
			}
			if (angle > 2 * Math.PI) {
				angle -= 2 * Math.PI;
			}
			return angle;
		};
		let angle = Math.atan2(radarData.center.y - currentPoints.y, currentPoints.x - radarData.center.x);
		angle = -1 * angle;
		if (angle < 0) {
			angle += 2 * Math.PI;
		}
		let angleList = radarData.angleList.map((item) : number => {
			item = fixAngle(-1 * item);
			return item;
		});
		angleList.forEach(function (item, index) {
			let rangeStart = fixAngle(item - eachAngleArea / 2);
			let rangeEnd = fixAngle(item + eachAngleArea / 2);
			if (rangeEnd < rangeStart) {
				rangeEnd += 2 * Math.PI;
			}
			if (angle >= rangeStart && angle <= rangeEnd || angle + 2 * Math.PI >= rangeStart && angle + 2 * Math.PI <= rangeEnd) {
				currentIndex = index;
			}
		});
	}
	tooltip.index = currentIndex
	return tooltip;
}
//进度条
function getArcbarDataPoints(series : ChartOptionsSeries[], arcbarOption : ChartOptionsExtraArcbar, eprocess : number = 1) : ChartOptionsSeries[] {
	let process = eprocess
	if (process == 1) {
		process = 0.999999;
	}
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		// item.data = item.data == null ? 0 : item.data;
		let totalAngle : number;
		if (arcbarOption.type == 'circle') {
			totalAngle = 2;
		} else {
			if (arcbarOption.direction == 'ccw') {
				if (arcbarOption.startAngle < arcbarOption.endAngle) {
					totalAngle = 2 + arcbarOption.startAngle - arcbarOption.endAngle;
				} else {
					totalAngle = arcbarOption.startAngle - arcbarOption.endAngle;
				}
			} else {
				if (arcbarOption.endAngle < arcbarOption.startAngle) {
					totalAngle = 2 + arcbarOption.endAngle - arcbarOption.startAngle;
				} else {
					totalAngle = arcbarOption.startAngle - arcbarOption.endAngle;
				}
			}
		}
		const val = item.data![0].value!
		item._proportion_ = totalAngle * val * process + arcbarOption.startAngle;
		if (arcbarOption.direction == 'ccw') {
			item._proportion_ = arcbarOption.startAngle - totalAngle * val * process;
		}
		if (item._proportion_ >= 2) {
			item._proportion_ = item._proportion_ % 2;
		}
	}
	return series;
}
//漏斗图 
export function findFunnelChartCurrentIndex(currentPoints : TouchPosition, funnelData : ChartOptionsChartDataToolTiPData) : ChartOptionsTooltip {
	let tooltip : ChartOptionsTooltip = new ChartOptionsTooltip();
	let currentIndex = -1;
	for (let i = 0, len = funnelData.series.length; i < len; i++) {
		let item = funnelData.series[i];
		if (currentPoints.x > item.funnelArea[0] && currentPoints.x < item.funnelArea[2] && currentPoints.y > item
			.funnelArea[1] && currentPoints.y < item.funnelArea[3]) {
			currentIndex = i;
			break;
		}
	}
	tooltip.index = currentIndex
	return tooltip;
}
function getFunnelDataPoints(series : ChartOptionsSeries[], radius : number, option : ChartOptionsExtraFunnel, eachSpacing : number, process : number = 1) : ChartOptionsSeries[] {
	for (let i = 0; i < series.length; i++) {
		const val = series[i].data![0].value!
		if (option.type == 'funnel') {
			series[i].radius = val / series[0].data![0].value! * radius * process;
		} else {
			series[i].radius = (eachSpacing * (series.length - i)) / (eachSpacing * series.length) * radius * process;
		}
		series[i]._proportion_ = val / series[0].data![0].value!;
	}
	// if(option.type != 'pyramid'){
	//   series.reverse();
	// }
	return series;
}
function drawFunnelText(series : ChartOptionsSeries[], opts : ChartOptions, context : CanvasRenderingContext2D, eachSpacing : number, labelAlign : string, activeWidth : number, centerPosition : Offset) {
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		if (item.labelShow == false) {
			continue;
		}
		let startX = 0
		let endX = 0
		let startY = 0
		let fontSize = 0
		// let text = item.formatter ? item.formatter(item, i, series, opts) : (item._proportion_ * 100).toFixed(0) + '%';
		let text : string = ''
		if (item.formatter != null) {
			const fun = item.formatter as (item : ChartOptionsSeries, i : number, series : ChartOptionsSeries[], opts : ChartOptions) => string
			text = fun(item, i, series, opts)
		} else {
			text = (item._proportion_ * 100).toFixed(0) + '%'
		}
		text = item.labelText ?? text;
		if (labelAlign == 'right') {
			if (i == series.length - 1) {
				startX = (item.funnelArea[2] + centerPosition.x) / 2;
			} else {
				startX = (item.funnelArea[2] + series[i + 1].funnelArea[2]) / 2;
			}
			endX = startX + activeWidth * 2;
			startY = item.funnelArea[1] + eachSpacing / 2;
			fontSize = (item.textSize ?? opts.fontSize) * opts.pixelRatio;
			context.lineWidth = 1 * opts.pixelRatio;
			context.strokeStyle = item.color!;
			context.fillStyle = item.color!;
			context.beginPath();
			context.moveTo(startX, startY);
			context.lineTo(endX, startY);
			context.stroke();
			context.closePath();
			context.beginPath();
			context.moveTo(endX, startY);
			context.arc(endX, startY, 2 * opts.pixelRatio, 0, 2 * Math.PI);
			context.closePath();
			context.fill();
			context.beginPath();
			context.font = `${fontSize}px sans-serif`
			context.fillStyle = item.textColor ?? opts.fontColor;
			context.fillText(text, endX + 5, startY + fontSize / 2 - 2);
			context.closePath();
			context.stroke();
			context.closePath();
		}
		if (labelAlign == 'left') {
			if (i == series.length - 1) {
				startX = (item.funnelArea[0] + centerPosition.x) / 2;
			} else {
				startX = (item.funnelArea[0] + series[i + 1].funnelArea[0]) / 2;
			}
			endX = startX - activeWidth * 2;
			startY = item.funnelArea[1] + eachSpacing / 2;
			fontSize = (item.textSize ?? opts.fontSize) * opts.pixelRatio;
			context.lineWidth = 1 * opts.pixelRatio;
			context.strokeStyle = item.color!;
			context.fillStyle = item.color!;
			context.beginPath();
			context.moveTo(startX, startY);
			context.lineTo(endX, startY);
			context.stroke();
			context.closePath();
			context.beginPath();
			context.moveTo(endX, startY);
			context.arc(endX, startY, 2, 0, 2 * Math.PI);
			context.closePath();
			context.fill();
			context.beginPath();
			context.font = `${fontSize}px sans-serif`
			context.fillStyle = item.textColor ?? opts.fontColor;
			context.fillText(text, endX - 5 - measureText(text, fontSize), startY + fontSize / 2 - 2);
			context.closePath();
			context.stroke();
			context.closePath();
		}
	}
}
function drawFunnelCenterText(series : ChartOptionsSeries[], opts : ChartOptions, context : CanvasRenderingContext2D, eachSpacing : number, labelAlign : string, activeWidth : number, centerPosition : Offset) {
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		let startY = 0
		let fontSize = 0
		const text = item.data![0].centerText!
		if (text != null) {
			startY = item.funnelArea[1] + eachSpacing / 2;
			fontSize = item.data![0].centerTextSize != null ? item.data![0].centerTextSize! * opts.pixelRatio : opts.fontSize * opts.pixelRatio;
			context.beginPath();
			context.font = `${fontSize}px sans-serif`
			context.fillStyle = item.centerTextColor;
			context.fillText(text, centerPosition.x - measureText(text, fontSize) / 2, startY + fontSize / 2 - 2);
			context.closePath();
			context.stroke();
			context.closePath();
		}
	}
}
function drawFunnelDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartOptionsChartDataToolTiPData {
	let funnelOption : ChartOptionsExtraFunnel = opts.extra.funnel!;
	let eachSpacing : number = (opts.height - opts.area[0] - opts.area[2]) / series.length;
	let centerPosition : Offset = new Offset();
	centerPosition.x = opts.area[3] + (opts.width - opts.area[1] - opts.area[3]) / 2;
	centerPosition.y = opts.height - opts.area[2];
	let activeWidth = funnelOption.activeWidth * opts.pixelRatio;
	let radius = Math.min((opts.width - opts.area[1] - opts.area[3]) / 2 - activeWidth, (opts.height - opts.area[0] - opts.area[2]) / 2 - activeWidth);
	let seriesNew : ChartOptionsSeries[] = getFunnelDataPoints(series, radius, funnelOption, eachSpacing, process);
	context.save();

	// 添加偏移量到平移中心
	const xOffset = opts.xOffset;
	const yOffset = opts.yOffset;
	context.translate(centerPosition.x + xOffset, centerPosition.y + yOffset);

	funnelOption.customColor = fillCustomColor(funnelOption.linearType, funnelOption.customColor, series, config);

	if (funnelOption.type == 'pyramid') {
		for (let i = 0; i < seriesNew.length; i++) {
			if (i == seriesNew.length - 1) {
				if (opts.tooltip != null) {
					if ((opts.tooltip!.index as number) == i) {
						context.beginPath();
						context.fillStyle = hexToRgb(seriesNew[i].color!, funnelOption.activeOpacity);
						context.moveTo(-activeWidth, -eachSpacing);
						context.lineTo(-seriesNew[i].radius - activeWidth, 0);
						context.lineTo(seriesNew[i].radius + activeWidth, 0);
						context.lineTo(activeWidth, -eachSpacing);
						context.lineTo(-activeWidth, -eachSpacing);
						context.closePath();
						context.fill();
					}
				}
				// 添加偏移量到区域计算
				seriesNew[i].funnelArea = [
					centerPosition.x + xOffset - seriesNew[i].radius,
					centerPosition.y + yOffset - eachSpacing * (i + 1),
					centerPosition.x + xOffset + seriesNew[i].radius,
					centerPosition.y + yOffset - eachSpacing * i
				];

				context.beginPath();
				context.lineWidth = (funnelOption.borderWidth * opts.pixelRatio);
				context.strokeStyle = (funnelOption.borderColor);
				let fillColor : any = hexToRgb(seriesNew[i].color!, funnelOption.fillOpacity);
				if (funnelOption.linearType == 'custom') {
					let grd = context.createLinearGradient(seriesNew[i].radius, -eachSpacing, -seriesNew[i].radius, -eachSpacing);
					grd.addColorStop(0, hexToRgb(seriesNew[i].color!, funnelOption.fillOpacity));
					grd.addColorStop(0.5, hexToRgb(funnelOption.customColor![seriesNew[i].linearIndex!], funnelOption.fillOpacity));
					grd.addColorStop(1, hexToRgb(seriesNew[i].color!, funnelOption.fillOpacity));
					fillColor = grd;
				}
				context.fillStyle = fillColor;
				context.moveTo(0, -eachSpacing);
				context.lineTo(-seriesNew[i].radius, 0);
				context.lineTo(seriesNew[i].radius, 0);
				context.lineTo(0, -eachSpacing);
				context.closePath();
				context.fill();
				if (funnelOption.border == true) {
					context.stroke();
				}
			} else {
				if (opts.tooltip != null) {
					if ((opts.tooltip!.index as number) == i) {
						context.beginPath();
						context.fillStyle = (hexToRgb(seriesNew[i].color!, funnelOption.activeOpacity));
						context.moveTo(0, 0);
						context.lineTo(-seriesNew[i].radius - activeWidth, 0);
						context.lineTo(-seriesNew[i + 1].radius - activeWidth, -eachSpacing);
						context.lineTo(seriesNew[i + 1].radius + activeWidth, -eachSpacing);
						context.lineTo(seriesNew[i].radius + activeWidth, 0);
						context.lineTo(0, 0);
						context.closePath();
						context.fill();
					}
				}
				// 添加偏移量到区域计算
				seriesNew[i].funnelArea = [
					centerPosition.x + xOffset - seriesNew[i].radius,
					centerPosition.y + yOffset - eachSpacing * (i + 1),
					centerPosition.x + xOffset + seriesNew[i].radius,
					centerPosition.y + yOffset - eachSpacing * i
				];

				context.beginPath();
				context.lineWidth = (funnelOption.borderWidth * opts.pixelRatio);
				context.strokeStyle = funnelOption.borderColor;
				let fillColor : any = hexToRgb(seriesNew[i].color!, funnelOption.fillOpacity);
				if (funnelOption.linearType == 'custom') {
					let grd = context.createLinearGradient(seriesNew[i].radius, -eachSpacing, -seriesNew[i].radius, -eachSpacing);
					grd.addColorStop(0, hexToRgb(seriesNew[i].color!, funnelOption.fillOpacity));
					grd.addColorStop(0.5, hexToRgb(funnelOption.customColor![seriesNew[i].linearIndex!], funnelOption.fillOpacity));
					grd.addColorStop(1, hexToRgb(seriesNew[i].color!, funnelOption.fillOpacity));
					fillColor = grd;
				}
				context.fillStyle = fillColor;
				context.moveTo(0, 0);
				context.lineTo(-seriesNew[i].radius, 0);
				context.lineTo(-seriesNew[i + 1].radius, -eachSpacing);
				context.lineTo(seriesNew[i + 1].radius, -eachSpacing);
				context.lineTo(seriesNew[i].radius, 0);
				context.lineTo(0, 0);
				context.closePath();
				context.fill();
				if (funnelOption.border == true) {
					context.stroke();
				}
			}
			context.translate(0, -eachSpacing);
		}
	} else {
		context.translate(0, -(seriesNew.length - 1) * eachSpacing);
		for (let i = 0; i < seriesNew.length; i++) {
			if (i == seriesNew.length - 1) {
				if (opts.tooltip != null) {
					if ((opts.tooltip!.index as number) == i) {
						context.beginPath();
						context.fillStyle = (hexToRgb(seriesNew[i].color!, funnelOption.activeOpacity));
						context.moveTo(-activeWidth - funnelOption.minSize / 2, 0);
						context.lineTo(-seriesNew[i].radius - activeWidth, -eachSpacing);
						context.lineTo(seriesNew[i].radius + activeWidth, -eachSpacing);
						context.lineTo(activeWidth + funnelOption.minSize / 2, 0);
						context.lineTo(-activeWidth - funnelOption.minSize / 2, 0);
						context.closePath();
						context.fill();
					}
				}
				// 添加偏移量到区域计算
				seriesNew[i].funnelArea = [
					centerPosition.x + xOffset - seriesNew[i].radius,
					centerPosition.y + yOffset - eachSpacing,
					centerPosition.x + xOffset + seriesNew[i].radius,
					centerPosition.y + yOffset
				];

				context.beginPath();
				context.lineWidth = (funnelOption.borderWidth * opts.pixelRatio);
				context.strokeStyle = funnelOption.borderColor;
				let fillColor : any = hexToRgb(seriesNew[i].color!, funnelOption.fillOpacity);
				if (funnelOption.linearType == 'custom') {
					let grd = context.createLinearGradient(seriesNew[i].radius, -eachSpacing, -seriesNew[i].radius, -eachSpacing);
					grd.addColorStop(0, hexToRgb(seriesNew[i].color!, funnelOption.fillOpacity));
					grd.addColorStop(0.5, hexToRgb(funnelOption.customColor![seriesNew[i].linearIndex!], funnelOption.fillOpacity));
					grd.addColorStop(1, hexToRgb(seriesNew[i].color!, funnelOption.fillOpacity));
					fillColor = grd;
				}
				context.fillStyle = (fillColor);
				context.moveTo(0, 0);
				context.lineTo(-(funnelOption.minSize) / 2, 0);
				context.lineTo(-seriesNew[i].radius, -eachSpacing);
				context.lineTo(seriesNew[i].radius, -eachSpacing);
				context.lineTo((funnelOption.minSize) / 2, 0);
				context.lineTo(0, 0);
				context.closePath();
				context.fill();
				if (funnelOption.border == true) {
					context.stroke();
				}
			} else {
				if (opts.tooltip != null) {
					if ((opts.tooltip!.index as number) == i) {
						context.beginPath();
						context.fillStyle = hexToRgb(seriesNew[i].color!, funnelOption.activeOpacity);
						context.moveTo(0, 0);
						context.lineTo(-seriesNew[i + 1].radius - activeWidth, 0);
						context.lineTo(-seriesNew[i].radius - activeWidth, -eachSpacing);
						context.lineTo(seriesNew[i].radius + activeWidth, -eachSpacing);
						context.lineTo(seriesNew[i + 1].radius + activeWidth, 0);
						context.lineTo(0, 0);
						context.closePath();
						context.fill();
					}
				}
				// 添加偏移量到区域计算
				seriesNew[i].funnelArea = [
					centerPosition.x + xOffset - seriesNew[i].radius,
					centerPosition.y + yOffset - eachSpacing * (seriesNew.length - i),
					centerPosition.x + xOffset + seriesNew[i].radius,
					centerPosition.y + yOffset - eachSpacing * (seriesNew.length - i - 1)
				];

				context.beginPath();
				context.lineWidth = funnelOption.borderWidth * opts.pixelRatio;
				context.strokeStyle = funnelOption.borderColor;
				let fillColor : any = hexToRgb(seriesNew[i].color!, funnelOption.fillOpacity);
				if (funnelOption.linearType == 'custom') {
					let grd = context.createLinearGradient(seriesNew[i].radius, -eachSpacing, -seriesNew[i].radius, -eachSpacing);
					grd.addColorStop(0, hexToRgb(seriesNew[i].color!, funnelOption.fillOpacity));
					grd.addColorStop(0.5, hexToRgb(funnelOption.customColor![seriesNew[i].linearIndex!], funnelOption.fillOpacity));
					grd.addColorStop(1, hexToRgb(seriesNew[i].color!, funnelOption.fillOpacity));
					fillColor = grd;
				}
				context.fillStyle = fillColor;
				context.moveTo(0, 0);
				context.lineTo(-seriesNew[i + 1].radius, 0);
				context.lineTo(-seriesNew[i].radius, -eachSpacing);
				context.lineTo(seriesNew[i].radius, -eachSpacing);
				context.lineTo(seriesNew[i + 1].radius, 0);
				context.lineTo(0, 0);
				context.closePath();
				context.fill();
				if (funnelOption.border == true) {
					context.stroke();
				}
			}
			context.translate(0, eachSpacing);
		}
	}

	context.restore();

	// 创建偏移后的中心点用于文本绘制
	const offsetCenter = new Offset();
	offsetCenter.x = centerPosition.x + xOffset;
	offsetCenter.y = centerPosition.y + yOffset;

	if (opts.dataLabel != false && process == 1) {
		drawFunnelText(seriesNew, opts, context, eachSpacing, funnelOption.labelAlign, activeWidth, offsetCenter);
	}
	if (process == 1) {
		drawFunnelCenterText(seriesNew, opts, context, eachSpacing, funnelOption.labelAlign, activeWidth, offsetCenter);
	}

	const tooltip = new ChartOptionsChartDataToolTiPData();
	tooltip.center = centerPosition;
	tooltip.radius = radius;
	tooltip.series = seriesNew;
	return tooltip;
}

function drawArcbarDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartOptionsChartDataToolTiPData {
	let arcbarOption = opts.extra.arcbar!;
	series = getArcbarDataPoints(series, arcbarOption, process);
	let centerPosition : Offset = new Offset();
	if (arcbarOption.centerX != null || arcbarOption.centerY != null) {
		centerPosition.x = (arcbarOption.centerX ?? opts.width) / 2;
		centerPosition.y = (arcbarOption.centerY ?? opts.height) / 2;
	} else {
		centerPosition.x = opts.width / 2;
		centerPosition.y = opts.height / 2;
	}
	let radius : number = 0;
	if (arcbarOption.radius != null) {
		radius = arcbarOption.radius!;
	} else {
		radius = Math.min(centerPosition.x, centerPosition.y);
		radius -= 5 * opts.pixelRatio;
		radius -= arcbarOption.width / 2;
	}
	radius = radius < 10 ? 10 : radius;
	arcbarOption.customColor = fillCustomColor(arcbarOption.linearType, arcbarOption.customColor, series, config);

	// 应用Y坐标偏移量
	let adjustedY = centerPosition.y + (opts.yOffset);
	let adjustedX = centerPosition.x + (opts.xOffset);
	for (let i = 0; i < series.length; i++) {
		let eachSeries = series[i];
		// 背景颜色
		context.lineWidth = arcbarOption.width * opts.pixelRatio;
		context.strokeStyle = arcbarOption.backgroundColor;
		context.lineCap = arcbarOption.lineCap;
		context.beginPath();
		if (arcbarOption.type == 'default') {
			context.arc(adjustedX, adjustedY, radius - (arcbarOption.width * opts.pixelRatio + arcbarOption.gap * opts.pixelRatio) * i, arcbarOption.startAngle * Math.PI, arcbarOption.endAngle * Math.PI, arcbarOption.direction == 'ccw');
		} else {
			context.arc(adjustedX, adjustedY, radius - (arcbarOption.width * opts.pixelRatio + arcbarOption.gap * opts.pixelRatio) * i, 0, 2 * Math.PI, arcbarOption.direction == 'ccw');
		}
		context.stroke();
		// 进度条
		let fillColor : any = eachSeries.color!;
		if (arcbarOption.linearType == 'custom') {
			let grd = context.createLinearGradient(adjustedX - radius, adjustedY, adjustedX + radius, adjustedY);
			grd.addColorStop(0, hexToRgb(eachSeries.color!, 1));
			grd.addColorStop(1, hexToRgb(arcbarOption.customColor![eachSeries.linearIndex!], 1));
			fillColor = grd;
		}
		context.lineWidth = arcbarOption.width * opts.pixelRatio;
		context.strokeStyle = fillColor;
		context.lineCap = arcbarOption.lineCap;
		context.beginPath();
		context.arc(adjustedX, adjustedY, radius - (arcbarOption.width * opts.pixelRatio + arcbarOption.gap * opts.pixelRatio) * i, arcbarOption.startAngle * Math.PI, eachSeries._proportion_ * Math.PI, arcbarOption.direction == 'ccw');
		context.stroke();
	}
	drawRingTitle(opts, config, context, centerPosition);
	const tooltip = new ChartOptionsChartDataToolTiPData();
	tooltip.center = centerPosition;
	tooltip.radius = radius;
	tooltip.series = series;
	return tooltip;
}


//词图云
function collisionNew(area : number[], points : ChartOptionsSeries[], width : number, height : number) : boolean {
	let isIn = false;
	for (let i = 0; i < points.length; i++) {
		if (points[i].area != null) {
			if (area[3] < points[i].area![1] || area[0] > points[i].area![2] || area[1] > points[i].area![3] || area[2] <
				points[i].area![0]) {
				if (area[0] < 0 || area[1] < 0 || area[2] > width || area[3] > height) {
					isIn = true;
					break;
				} else {
					isIn = false;
				}
			} else {
				isIn = true;
				break;
			}
		}
	}
	return isIn;
};
function normalInt(min : number, max : number, itere : number) : number {
	let iter = itere == 0 ? 1 : itere;
	let arr : number[] = [];
	for (let i = 0; i < iter; i++) {
		arr.push(Math.random())
	};
	let sum = arr.reduce((i : number, j : number) : number => i + j, 0);
	return Math.floor(sum / iter * (max - min)) + min
};
function getWordCloudPoint(opts : ChartOptions, type : string, context : CanvasRenderingContext2D) : ChartOptionsSeries[] {
	let points = opts.series!;
	switch (type) {
		case 'normal':
			for (let i = 0; i < points.length; i++) {
				let text = points[i].name!;
				let tHeight = points[i].textSize! * opts.pixelRatio;
				let tWidth = measureText(text, tHeight);
				let x : number = 0
				let y : number = 0
				let area : number[] = [];
				let breaknum = 0;
				while (true) {
					breaknum++;
					x = normalInt(-opts.width / 2, opts.width / 2, 5) - tWidth / 2;
					y = normalInt(-opts.height / 2, opts.height / 2, 5) + tHeight / 2;
					area = [x - 5 + opts.width / 2, y - 5 - tHeight + opts.height / 2, x + tWidth + 5 + opts.width / 2,
					y + 5 +
					opts.height / 2
					];
					let isCollision = collisionNew(area, points, opts.width, opts.height);
					if (!isCollision) break;
					if (breaknum == 1000) {
						area = [-100, -100, -100, -100];
						break;
					}
				};
				points[i].area = area;
			}
			break;
		case 'vertical':
			function Spin() : boolean {
				//获取均匀随机值，是否旋转，旋转的概率为（1-0.5）
				if (Math.random() > 0.7) {
					return true;
				} else {
					return false
				};
			};
			for (let i = 0; i < points.length; i++) {
				let text = points[i].name!;
				let tHeight = points[i].textSize! * opts.pixelRatio;
				let tWidth = measureText(text, tHeight);
				let isSpin = Spin();
				let x = 0
				let y = 0
				let area : number[] = []
				let areav : number[] = []
				let breaknum = 0;
				while (true) {
					breaknum++;
					let isCollision : boolean;
					if (isSpin) {
						x = normalInt(-opts.width / 2, opts.width / 2, 5) - tWidth / 2;
						y = normalInt(-opts.height / 2, opts.height / 2, 5) + tHeight / 2;
						area = [y - 5 - tWidth + opts.width / 2, (-x - 5 + opts.height / 2), y + 5 + opts.width / 2, (-
							x + tHeight + 5 + opts.height / 2)];
						areav = [opts.width - (opts.width / 2 - opts.height / 2) - (-x + tHeight + 5 + opts.height /
							2) - 5, (opts.height / 2 - opts.width / 2) + (y - 5 - tWidth + opts.width / 2) - 5, opts
								.width - (opts.width / 2 - opts.height / 2) - (-x + tHeight + 5 + opts.height / 2) +
						tHeight, (opts.height / 2 - opts.width / 2) + (y - 5 - tWidth + opts.width / 2) +
						tWidth + 5
						];
						isCollision = collisionNew(areav, points, opts.height, opts.width);
					} else {
						x = normalInt(-opts.width / 2, opts.width / 2, 5) - tWidth / 2;
						y = normalInt(-opts.height / 2, opts.height / 2, 5) + tHeight / 2;
						area = [x - 5 + opts.width / 2, y - 5 - tHeight + opts.height / 2, x + tWidth + 5 + opts.width /
							2, y + 5 + opts.height / 2
						];
						isCollision = collisionNew(area, points, opts.width, opts.height);
					}
					if (!isCollision) break;
					if (breaknum == 1000) {
						area = [-1000, -1000, -1000, -1000];
						break;
					}
				};
				if (isSpin) {
					points[i].area = areav;
					points[i].areav = area;
				} else {
					points[i].area = area;
				}
				points[i].rotate = isSpin;
			};
			break;
	}
	return points;
}

function drawWordCloudDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) {
	let wordOption = opts.extra.word!
	if (opts.chartData.wordCloudData == null) {
		opts.chartData.wordCloudData = getWordCloudPoint(opts, wordOption.type, context);
	}
	const xOffset = opts.xOffset;
	const yOffset = opts.yOffset;
	context.beginPath();
	context.fillStyle = opts.background
	// 添加偏移到背景绘制
	context.rect(xOffset, yOffset, opts.width, opts.height);
	context.fill();
	context.save();
	let points = opts.chartData.wordCloudData!;
	// 添加偏移到坐标系平移
	context.translate(xOffset + opts.width / 2, yOffset + opts.height / 2);
	for (let i = 0; i < points.length; i++) {
		context.save();
		if (points[i].rotate) {
			context.rotate(90 * Math.PI / 180);
		}
		let text = points[i].name!;
		let tHeight = points[i].textSize! * opts.pixelRatio;
		let tWidth = measureText(text, tHeight);
		context.beginPath();
		context.strokeStyle = points[i].color!
		context.fillStyle = points[i].color!
		context.font = `${tHeight}px sans-serif`
		if (points[i].rotate) {
			if (points[i].areav[0] > 0) {
				if (opts.tooltip != null) {
					if ((opts.tooltip!.index as number) == i) {
						// 添加偏移到文字位置
						context.strokeText(text,
							(points[i].areav[0] + 5 - opts.width / 2) * process - tWidth * (1 - process) / 2,
							(points[i].areav[1] + 5 + tHeight - opts.height / 2) * process);
					} else {
						// 添加偏移到文字位置
						context.fillText(text,
							(points[i].areav[0] + 5 - opts.width / 2) * process - tWidth * (1 - process) / 2,
							(points[i].areav[1] + 5 + tHeight - opts.height / 2) * process);
					}
				} else {
					// 添加偏移到文字位置
					context.fillText(text,
						(points[i].areav[0] + 5 - opts.width / 2) * process - tWidth * (1 - process) / 2,
						(points[i].areav[1] + 5 + tHeight - opts.height / 2) * process);
				}
			}
		} else {
			if (points[i].area![0] > 0) {
				if (opts.tooltip != null) {
					if ((opts.tooltip!.index as number) == i) {
						// 添加偏移到文字位置
						context.strokeText(text,
							(points[i].area![0] + 5 - opts.width / 2) * process - tWidth * (1 - process) / 2,
							(points[i].area![1] + 5 + tHeight - opts.height / 2) * process);
					} else {
						// 添加偏移到文字位置
						context.fillText(text,
							(points[i].area![0] + 5 - opts.width / 2) * process - tWidth * (1 - process) / 2,
							(points[i].area![1] + 5 + tHeight - opts.height / 2) * process);
					}
				} else {
					// 添加偏移到文字位置
					context.fillText(text,
						(points[i].area![0] + 5 - opts.width / 2) * process - tWidth * (1 - process) / 2,
						(points[i].area![1] + 5 + tHeight - opts.height / 2) * process);
				}
			}
		}
		context.stroke();
		context.restore();
	}
	context.restore();
}
export function findWordChartCurrentIndex(currentPoints : TouchPosition, wordData : ChartOptionsSeries[]) : ChartOptionsTooltip {
	const tooltip = new ChartOptionsTooltip()
	let currentIndex = -1;
	for (let i = 0, len = wordData.length; i < len; i++) {
		let item = wordData[i];
		if (currentPoints.x > item.area![0] && currentPoints.x < item.area![2] && currentPoints.y > item.area![1] &&
			currentPoints.y < item.area![3]) {
			currentIndex = i;
			break;
		}
	}
	tooltip.index = currentIndex
	return tooltip;
}
//仪表盘
function drawGaugeLabel(gaugeOption : ChartOptionsExtraGauge, eradius : number, centerPosition : Offset, opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D) {
	let radius = eradius
	radius -= gaugeOption.width / 2 + gaugeOption.labelOffset * opts.pixelRatio;
	radius = radius < 10 ? 10 : radius;
	let totalAngle = 0;
	if (gaugeOption.endAngle < gaugeOption.startAngle) {
		totalAngle = 2 + gaugeOption.endAngle - gaugeOption.startAngle;
	} else {
		totalAngle = gaugeOption.startAngle - gaugeOption.endAngle;
	}
	let splitAngle = totalAngle / gaugeOption.splitLine!.splitNumber;
	let totalNumber = gaugeOption.endNumber - gaugeOption.startNumber!;
	let splitNumber = totalNumber / gaugeOption.splitLine!.splitNumber;
	let nowAngle = gaugeOption.startAngle;
	let nowNumber = gaugeOption.startNumber!;
	for (let i = 0; i < gaugeOption.splitLine!.splitNumber + 1; i++) {
		const pos = new Offset()
		pos.x = radius * Math.cos(nowAngle * Math.PI)
		pos.y = radius * Math.sin(nowAngle * Math.PI)
		let labelText : string = ''
		if (gaugeOption.formatter != null) {
			const fun = gaugeOption.formatter as (nowNumber : number, i : number, opts : ChartOptions) => string
			labelText = fun(nowNumber, i, opts)
		} else {
			labelText = `${nowNumber}`
		}
		pos.x += centerPosition.x - measureText(labelText, config.fontSize) / 2;
		pos.y += centerPosition.y;
		let startX = pos.x;
		let startY = pos.y;
		context.beginPath();
		context.font = `${config.fontSize}px sans-serif`
		context.fillStyle = (gaugeOption.labelColor ?? opts.fontColor);
		context.fillText(labelText, startX + opts.xOffset, (startY + config.fontSize / 2) + opts.yOffset);
		context.closePath();
		context.stroke();
		nowAngle += splitAngle;
		if (nowAngle >= 2) {
			nowAngle = nowAngle % 2;
		}
		nowNumber += splitNumber;
	}
}
function getGaugeDataPoints(series : ChartOptionsSeries[], categories : ChartOptionsSeriesData[], gaugeOption : ChartOptionsExtraGauge, process : number = 1) : ChartOptionsSeries[] {
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		let val = item.data![0].value ?? 0
		if (gaugeOption.pointer!.color == 'auto') {
			for (let i = 0; i < categories.length; i++) {
				if (val <= categories[i].value!) {
					item.color = categories[i].color;
					break;
				}
			}
		} else {
			item.color = gaugeOption.pointer!.color;
		}
		let totalAngle : number = 0
		if (gaugeOption.endAngle < gaugeOption.startAngle) {
			totalAngle = 2 + gaugeOption.endAngle - gaugeOption.startAngle;
		} else {
			totalAngle = gaugeOption.startAngle - gaugeOption.endAngle;
		}
		item._endAngle_ = totalAngle * val + gaugeOption.startAngle;
		item._oldAngle_ = gaugeOption.oldAngle!;
		if (gaugeOption.oldAngle! < gaugeOption.endAngle) {
			item._oldAngle_ += 2;
		}
		if (val >= gaugeOption.oldData!) {
			item._proportion_ = (item._endAngle_ - item._oldAngle_) * process + gaugeOption.oldAngle!;
		} else {
			item._proportion_ = item._oldAngle_ - (item._oldAngle_ - item._endAngle_) * process;
		}
		if (item._proportion_ >= 2) {
			item._proportion_ = item._proportion_ % 2;
		}
	}
	return series;
}
function getGaugeArcbarDataPoints(series : ChartOptionsSeries[], arcbarOption : ChartOptionsExtraGauge, eprocess : number = 1) : ChartOptionsSeries[] {
	let process = eprocess
	if (process == 1) {
		process = 0.999999;
	}
	for (let i = 0; i < series.length; i++) {
		let item = series[i];
		// item.data = item.data == null ? 0 : item.data;
		let totalAngle : number = 0;
		if (arcbarOption.type == 'circle') {
			totalAngle = 2;
		} else {
			if (arcbarOption.endAngle < arcbarOption.startAngle) {
				totalAngle = 2 + arcbarOption.endAngle - arcbarOption.startAngle;
			} else {
				totalAngle = arcbarOption.startAngle - arcbarOption.endAngle;
			}
		}
		item._proportion_ = totalAngle * (item.data![0].value!) * process + arcbarOption.startAngle;
		if (item._proportion_ >= 2) {
			item._proportion_ = item._proportion_ % 2;
		}
	}
	return series;
}
function getGaugeAxisPoints(categories : ChartOptionsSeriesData[], startAngle : number, endAngle : number) : ChartOptionsSeriesData[] {
	let totalAngle : number = 0;
	if (endAngle < startAngle) {
		totalAngle = 2 + endAngle - startAngle;
	} else {
		totalAngle = startAngle - endAngle;
	}
	let tempStartAngle = startAngle;
	for (let i = 0; i < categories.length; i++) {
		categories[i].value = categories[i].value == null ? 0 : categories[i].value;
		categories[i]._startAngle_ = tempStartAngle;
		categories[i]._endAngle_ = totalAngle * (categories[i].value!) + startAngle;
		if (categories[i]._endAngle_ >= 2) {
			categories[i]._endAngle_ = categories[i]._endAngle_ % 2;
		}
		tempStartAngle = categories[i]._endAngle_;
	}
	return categories;
}
function drawGaugeDataPoints(categories : ChartOptionsSeriesData[], series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartOptionsChartDataToolTiPData {
	let gaugeOption : ChartOptionsExtraGauge = opts.extra.gauge!;
	if (gaugeOption.oldAngle == null) {
		gaugeOption.oldAngle = gaugeOption.startAngle;
	}
	if (gaugeOption.oldData == null) {
		gaugeOption.oldData = 0;
	}
	const xOffset = opts.xOffset;
	const yOffset = opts.yOffset;
	categories = getGaugeAxisPoints(categories, gaugeOption.startAngle, gaugeOption.endAngle);
	let centerPosition = new Offset();
	centerPosition.x = opts.width / 2;
	centerPosition.y = opts.height / 2;
	let radius = Math.min(centerPosition.x, centerPosition.y);
	radius -= 5 * opts.pixelRatio;
	radius -= gaugeOption.width / 2;
	radius = radius < 10 ? 10 : radius;
	let innerRadius = radius - gaugeOption.width;
	let totalAngle = 0;

	// 判断仪表盘的样式：default百度样式，progress新样式
	if (gaugeOption.type == 'progress') {
		//## 第一步画中心圆形背景和进度条背景
		// 中心圆形背景
		let pieRadius = radius - gaugeOption.width * 3;
		context.beginPath();
		let gradient = context.createLinearGradient(
			centerPosition.x + xOffset,
			yOffset + centerPosition.y - pieRadius,
			centerPosition.x + xOffset,
			yOffset + centerPosition.y + pieRadius
		);
		gradient.addColorStop(0, hexToRgb(series[0].color!, 0.3));
		gradient.addColorStop(1, hexToRgb("#FFFFFF", 0.1));
		context.fillStyle = gradient;
		context.arc(centerPosition.x + xOffset, centerPosition.y + yOffset, pieRadius, 0, 2 * Math.PI, false);
		context.fill();

		// 画进度条背景
		context.lineWidth = gaugeOption.width;
		context.strokeStyle = hexToRgb(series[0].color!, 0.3);
		context.lineCap = 'round';
		context.beginPath();
		context.arc(centerPosition.x + xOffset, centerPosition.y + yOffset, innerRadius, gaugeOption.startAngle * Math.PI, gaugeOption.endAngle * Math.PI, false);
		context.stroke();

		//## 第二步画刻度线
		if (gaugeOption.endAngle < gaugeOption.startAngle) {
			totalAngle = 2 + gaugeOption.endAngle - gaugeOption.startAngle;
		} else {
			totalAngle = gaugeOption.startAngle - gaugeOption.endAngle;
		}
		let splitAngle = totalAngle / gaugeOption.splitLine!.splitNumber;
		let childAngle = totalAngle / gaugeOption.splitLine!.splitNumber / gaugeOption.splitLine!.childNumber;
		const fixRadius = gaugeOption.splitLine!.fixRadius!;
		let startX = -radius - gaugeOption.width * 0.5 - fixRadius;
		let endX = -radius - gaugeOption.width - fixRadius + gaugeOption.splitLine!.width;

		context.save();
		context.translate(centerPosition.x + xOffset, centerPosition.y + yOffset);
		context.rotate((gaugeOption.startAngle - 1) * Math.PI);
		let len = gaugeOption.splitLine!.splitNumber * gaugeOption.splitLine!.childNumber + 1;
		let proc = series[0].data![0].value! * process;
		for (let i = 0; i < len; i++) {
			context.beginPath();
			if (proc > (i / len)) {
				context.strokeStyle = hexToRgb(series[0].color!, 1);
			} else {
				context.strokeStyle = hexToRgb(series[0].color!, 0.3);
			}
			context.lineWidth = 3 * opts.pixelRatio;
			context.moveTo(startX, 0);
			context.lineTo(endX, 0);
			context.stroke();
			context.rotate(childAngle * Math.PI);
		}
		context.restore();

		//## 第三步画进度条
		series = getGaugeArcbarDataPoints(series, gaugeOption, process);
		context.lineWidth = gaugeOption.width;
		context.strokeStyle = series[0].color!;
		context.lineCap = 'round';
		context.beginPath();
		context.arc(centerPosition.x + xOffset, centerPosition.y + yOffset, innerRadius, gaugeOption.startAngle * Math.PI, series[0]._proportion_ * Math.PI, false);
		context.stroke();

		//## 第四步画指针
		let pointerRadius = radius - gaugeOption.width * 2.5;
		context.save();
		context.translate(centerPosition.x + xOffset, centerPosition.y + yOffset);  // 添加xOffset/yOffset
		context.rotate((series[0]._proportion_ - 1) * Math.PI);
		context.beginPath();
		context.lineWidth = gaugeOption.width / 3;
		let gradient3 = context.createLinearGradient(0, -pointerRadius * 0.6, 0, pointerRadius * 0.6);
		gradient3.addColorStop(0, hexToRgb('#FFFFFF', 0));
		gradient3.addColorStop(0.5, hexToRgb(series[0].color!, 1));
		gradient3.addColorStop(1, hexToRgb('#FFFFFF', 0));
		context.strokeStyle = gradient3;
		context.arc(0, 0, pointerRadius, 0.85 * Math.PI, 1.15 * Math.PI, false);  // 圆心设为(0,0)
		context.stroke();
		context.beginPath();
		context.lineWidth = 1;
		context.strokeStyle = series[0].color!;
		context.fillStyle = series[0].color!;
		const pgw : number = -pointerRadius - gaugeOption.width / 3 / 2;
		context.moveTo(pgw, -4);
		context.lineTo(pgw - 4, 0);
		context.lineTo(pgw, 4);
		context.lineTo(pgw, -4);
		context.stroke();
		context.fill();
		context.restore();
	} else {
		// default百度样式
		// 画背景
		context.lineWidth = gaugeOption.width;
		context.lineCap = 'butt';
		for (let i = 0; i < categories.length; i++) {
			let eachCategories = categories[i];
			context.beginPath();
			context.strokeStyle = eachCategories.color!;
			context.arc(centerPosition.x + xOffset, centerPosition.y + yOffset, radius, eachCategories._startAngle_ * Math.PI, eachCategories._endAngle_ * Math.PI, false);
			context.stroke();
		}

		// 画刻度线
		if (gaugeOption.endAngle < gaugeOption.startAngle) {
			totalAngle = 2 + gaugeOption.endAngle - gaugeOption.startAngle;
		} else {
			totalAngle = gaugeOption.startAngle - gaugeOption.endAngle;
		}
		let splitAngle = totalAngle / gaugeOption.splitLine!.splitNumber;
		let childAngle = totalAngle / gaugeOption.splitLine!.splitNumber / gaugeOption.splitLine!.childNumber;
		const fixRadius = gaugeOption.splitLine!.fixRadius!;
		let startX = -radius - gaugeOption.width * 0.5 - fixRadius;
		let endX = -radius - gaugeOption.width * 0.5 - fixRadius + gaugeOption.splitLine!.width;
		let childendX = -radius - gaugeOption.width * 0.5 - fixRadius + gaugeOption.splitLine!.childWidth;

		// 主刻度线
		context.save();
		context.translate(centerPosition.x + xOffset, centerPosition.y + yOffset);  // 添加xOffset/yOffset
		context.rotate((gaugeOption.startAngle - 1) * Math.PI);
		for (let i = 0; i < gaugeOption.splitLine!.splitNumber + 1; i++) {
			context.beginPath();
			context.strokeStyle = gaugeOption.splitLine!.color;
			context.lineWidth = 2 * opts.pixelRatio;
			context.moveTo(startX, 0);
			context.lineTo(endX, 0);
			context.stroke();
			context.rotate(splitAngle * Math.PI);
		}
		context.restore();

		// 子刻度线
		context.save();
		context.translate(centerPosition.x + xOffset, centerPosition.y + yOffset);  // 添加xOffset/yOffset
		context.rotate((gaugeOption.startAngle - 1) * Math.PI);
		for (let i = 0; i < gaugeOption.splitLine!.splitNumber * gaugeOption.splitLine!.childNumber + 1; i++) {
			context.beginPath();
			context.strokeStyle = gaugeOption.splitLine!.color;
			context.lineWidth = 1 * opts.pixelRatio;
			context.moveTo(startX, 0);
			context.lineTo(childendX, 0);
			context.stroke();
			context.rotate(childAngle * Math.PI);
		}
		context.restore();

		// 画指针
		series = getGaugeDataPoints(series, categories, gaugeOption, process);
		for (let i = 0; i < series.length; i++) {
			let eachSeries = series[i];
			context.save();
			context.translate(centerPosition.x + xOffset, centerPosition.y + yOffset);  // 添加xOffset/yOffset
			context.rotate((eachSeries._proportion_ - 1) * Math.PI);
			context.beginPath();
			context.fillStyle = eachSeries.color!;
			context.moveTo(gaugeOption.pointer!.width, 0);
			context.lineTo(0, -gaugeOption.pointer!.width / 2);
			context.lineTo(-innerRadius, 0);
			context.lineTo(0, gaugeOption.pointer!.width / 2);
			context.lineTo(gaugeOption.pointer!.width, 0);
			context.closePath();
			context.fill();
			context.beginPath();
			context.fillStyle = '#FFFFFF';
			context.arc(0, 0, gaugeOption.pointer!.width / 6, 0, 2 * Math.PI, false);  // 圆心设为(0,0)
			context.fill();
			context.restore();
		}

		if (opts.dataLabel != false) {
			drawGaugeLabel(gaugeOption, radius, centerPosition, opts, config, context);
		}
	}

	// 画仪表盘标题，副标题
	drawRingTitle(opts, config, context, centerPosition);

	if (process == 1 && opts.type == 'gauge') {
		opts.extra.gauge!.oldAngle = series[0]._proportion_;
		opts.extra.gauge!.oldData = series[0].data![0].value!;
	}

	const tooltip = new ChartOptionsChartDataToolTiPData();
	tooltip.center = centerPosition;
	tooltip.radius = radius;
	tooltip.innerRadius = innerRadius;
	tooltip.categories = categories;
	tooltip.totalAngle = totalAngle;
	return tooltip;
}
//散点图
function drawScatterDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartColumnDataPoints {
	let scatterOption = opts.extra.scatter!
	let xAxisData = opts.chartData.xAxisData
	let xAxisPoints = xAxisData.xAxisPoints
	let eachSpacing = xAxisData.eachSpacing!
	let calPoints : ChartOptionsChartDataCalPoints[][] = [];
	context.save();
	let leftSpace = 0;
	let rightSpace = opts.width + eachSpacing;
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset
	if (opts._scrollDistance_ != null && opts._scrollDistance_ != 0 && opts.enableScroll == true) {
		context.translate(opts._scrollDistance_!, 0);
		leftSpace = -(opts._scrollDistance_!) - eachSpacing * 2 + opts.area[3];
		rightSpace = leftSpace + (opts.xAxis.itemCount + 4) * eachSpacing;
	}
	series.forEach((eachSeries : ChartOptionsSeries, seriesIndex : number) => {
		let ranges = [...opts.chartData.yAxisData.ranges![eachSeries.index!]];
		let minRange = parseFloat(ranges.pop()!);
		let maxRange = parseFloat(ranges.shift()!);
		let data = eachSeries.dataArr;
		let points = getArrDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);
		context.beginPath();
		context.strokeStyle = eachSeries.color!;
		context.fillStyle = eachSeries.color!;
		context.lineWidth = 1 * opts.pixelRatio;
		let shape = eachSeries.pointShape;
		if (shape == 'diamond') {
			points.forEach(function (item) {
				if (item != null) {
					context.moveTo(xOffset + item.x, item.y - 4.5 + yOffset);
					context.lineTo(xOffset + item.x - 4.5, item.y + yOffset);
					context.lineTo(xOffset + item.x, item.y + 4.5 + yOffset);
					context.lineTo(xOffset + item.x + 4.5, item.y + yOffset);
					context.lineTo(xOffset + item.x, item.y - 4.5 + yOffset);
				}
			});
		} else if (shape == 'circle') {
			points.forEach(function (item) {
				if (item != null) {
					context.moveTo(xOffset + item.x + 2.5 * opts.pixelRatio, item.y + yOffset);
					context.arc(xOffset + item.x, yOffset + item.y, 3 * opts.pixelRatio, 0, 2 * Math.PI, false);
				}
			});
		} else if (shape == 'square') {
			points.forEach(function (item) {
				if (item != null) {
					context.moveTo(xOffset + item.x - 3.5, yOffset + item.y - 3.5);
					context.rect(xOffset + item.x - 3.5, yOffset + item.y - 3.5, 7, 7);
				}
			});
		} else if (shape == 'triangle') {
			points.forEach(function (item) {
				if (item != null) {
					context.moveTo(xOffset + item.x, item.y - 4.5 + yOffset);
					context.lineTo(xOffset + item.x - 4.5, item.y + 4.5 + yOffset);
					context.lineTo(xOffset + item.x + 4.5, item.y + 4.5 + yOffset);
					context.lineTo(xOffset + item.x, item.y - 4.5 + yOffset);
				}
			});
		}
		context.closePath();
		context.fill();
		context.stroke();
	});
	if (opts.dataLabel != false && process == 1) {
		series.forEach(function (eachSeries, seriesIndex) {
			let ranges = [...opts.chartData.yAxisData.ranges![eachSeries.index!]];
			let minRange = parseFloat(ranges.pop()!);
			let maxRange = parseFloat(ranges.shift()!);
			let data = eachSeries.dataArr;
			let points = getArrDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);

			drawArrPointText(points, eachSeries, config, context, opts);
		});
	}
	context.restore();
	return {
		xAxisPoints: xAxisPoints,
		yAxisPoints: [],
		calPoints: calPoints,
		eachSpacing: eachSpacing
	} as ChartColumnDataPoints
}
//气泡图

function drawBubbleDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) {
	let bubbleOption = opts.extra.bubble!;
	let xAxisData = opts.chartData.xAxisData
	let xAxisPoints = xAxisData.xAxisPoints
	let eachSpacing = xAxisData.eachSpacing!;
	let calPoints : ChartOptionsChartDataCalPoints[][] = [];
	context.save();
	let leftSpace = 0;
	let rightSpace = opts.width + eachSpacing;
	if (opts._scrollDistance_ != null && opts._scrollDistance_ != 0 && opts.enableScroll == true) {
		context.translate(opts._scrollDistance_!, 0);
		leftSpace = -(opts._scrollDistance_!) - eachSpacing * 2 + opts.area[3];
		rightSpace = leftSpace + (opts.xAxis.itemCount + 4) * eachSpacing;
	}
	series.forEach(function (eachSeries : ChartOptionsSeries) {
		let ranges = [...opts.chartData.yAxisData.ranges![eachSeries.index!]];
		let minRange = parseFloat(ranges.pop()!);
		let maxRange = parseFloat(ranges.shift()!);
		let data = eachSeries.dataArr;
		let points = getArrDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);
		context.beginPath();
		context.strokeStyle = eachSeries.color!
		context.lineWidth = bubbleOption.border * opts.pixelRatio
		context.fillStyle = hexToRgb(eachSeries.color!, bubbleOption.opacity)
		points.forEach((item) => {
			context.moveTo(item.x + item.r, item.y);
			context.arc(item.x, item.y, item.r * opts.pixelRatio, 0, 2 * Math.PI, false);
		});
		context.closePath();
		context.fill();
		context.stroke();

		if (opts.dataLabel != false && process == 1) {
			points.forEach(function (item, index) {
				context.beginPath();
				let fontSize = (eachSeries.textSize ?? config.fontSize) * opts.pixelRatio;
				context.font = `${fontSize}px sans-serif`
				context.fillStyle = eachSeries.textColor ?? "#FFFFFF"
				context.textAlign = 'center'
				context.fillText(`${item.t}`, item.x, item.y + fontSize / 2);
				context.closePath();
				context.stroke();
				context.textAlign = 'left'
			});
		}
	});
	context.restore();
	return {
		xAxisPoints: xAxisPoints,
		yAxisPoints: [],
		calPoints: calPoints,
		eachSpacing: eachSpacing
	} as ChartColumnDataPoints;
}
//K线图
export function getCandleToolTipData(series : number[][], seriesData : ChartOptionsSeries[], opts : ChartOptions, eindex : any, categories : string[], extra : ChartOptionsExtraCandle, option : ChartOptionsTooltipOption) : ChartOptionsTooltipOption {
	let calPoints = opts.chartData.calMapPoints!;
	let upColor = extra.color.upFill;
	let downColor = extra.color.downFill;
	let index = eindex as number
	//颜色顺序为开盘，收盘，最低，最高
	let color : string[] = [upColor, upColor, downColor, upColor];
	let textList : TextList[] = [];
	seriesData.forEach((item : ChartOptionsSeries) => {
		if (index == 0) {
			if ((item.dataArr[0][1]) - (item.dataArr[0][0]) < 0) {
				color[1] = downColor;
			} else {
				color[1] = upColor;
			}
		} else {
			if (item.dataArr[0][0] < series[index - 1][1]) {
				color[0] = downColor;
			}
			if (item.dataArr[0][1] < item.dataArr[0][0]) {
				color[1] = downColor;
			}
			if (item.dataArr[0][2] > series[index - 1][1]) {
				color[2] = upColor;
			}
			if (item.dataArr[0][3] < series[index - 1][1]) {
				color[3] = downColor;
			}
		}
		let dataArr = item.dataArr[0]
		const legendShape : string = opts.extra.tooltip!.legendShape == 'auto' ? item.legendShape! : opts.extra.tooltip!.legendShape
		const text1 = new TextList()
		text1.text = '开盘：' + dataArr[0]
		text1.color = color[0]
		text1.legendShape = legendShape
		const text2 = new TextList()
		text2.text = '收盘：' + dataArr[1]
		text2.color = color[1]
		text2.legendShape = legendShape
		const text3 = new TextList()
		text3.text = '最低：' + dataArr[2]
		text3.color = color[2]
		text3.legendShape = legendShape
		const text4 = new TextList()
		text4.text = '最高：' + dataArr[3]
		text4.color = color[3]
		text4.legendShape = legendShape
		textList.push(text1, text2, text3, text4);
	});
	let validCalPoints : ChartOptionsChartDataCalPoints[][] = [];
	let offset = new Offset()
	for (let i = 0; i < calPoints.length; i++) {
		let points = calPoints[i];
		if (points[index] != null) {
			validCalPoints.push(points[index]);
		}
	}
	offset.x = Math.round(validCalPoints[0][0].x);
	const tooltipOption = new ChartOptionsTooltipOption()
	tooltipOption.textList = textList
	tooltipOption.offset = offset
	return tooltipOption
}
function getCandleDataPoints(data : number[][], minRange : number, maxRange : number, xAxisPoints : number[], eachSpacing : number, opts : ChartOptions, config : TuiChartConfig, process : number = 1) : ChartOptionsChartDataCalPoints[][] {
	let points : ChartOptionsChartDataCalPoints[][] = [];
	let validHeight = opts.height - opts.area[0] - opts.area[2];

	data.forEach(function (item, index) {
		if (item == null) {
			// points.push(null);
		} else {
			let cPoints : ChartOptionsChartDataCalPoints[] = [];
			item.forEach(function (items, indexs) {
				let point = new ChartOptionsChartDataCalPoints();
				point.x = xAxisPoints[index] + Math.round(eachSpacing / 2);
				let value = items;
				let height = validHeight * (value - minRange) / (maxRange - minRange);
				height *= process;
				point.y = opts.height - Math.round(height) - opts.area[2];
				cPoints.push(point);
			});
			points.push(cPoints);
		}
	});
	return points;
}
function drawCandleDataPoints(series : ChartOptionsSeries[], seriesMA : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartsCandleDataPoints {
	let candleOption = opts.extra.candle!;
	let xAxisData = opts.chartData.xAxisData;
	let xAxisPoints = xAxisData.xAxisPoints;
	let eachSpacing = xAxisData.eachSpacing!;
	let calPoints : ChartOptionsChartDataCalPoints[][][] = [];
	const xOffset = opts.xOffset;
	const yOffset = opts.yOffset;
	context.save();
	context.translate(xOffset, yOffset); // Apply the offset here

	let leftNum = -2;
	let rightNum = xAxisPoints.length + 2;
	let leftSpace = 0;
	let rightSpace = opts.width + eachSpacing;
	if (opts._scrollDistance_ != null && opts._scrollDistance_ != 0 && opts.enableScroll == true) {
		context.translate(opts._scrollDistance_!, 0);
		leftNum = Math.floor(-(opts._scrollDistance_!) / eachSpacing) - 2;
		rightNum = leftNum + opts.xAxis.itemCount + 4;
		leftSpace = -(opts._scrollDistance_!) - eachSpacing * 2 + opts.area[3];
		rightSpace = leftSpace + (opts.xAxis.itemCount + 4) * eachSpacing;
	}
	//画均线
	if (candleOption.average.show || seriesMA.length > 0) { //Merge pull request !12 from 邱贵翔
		seriesMA.forEach((eachSeries : ChartOptionsSeries) => {
			let ranges = [...opts.chartData.yAxisData.ranges![eachSeries.index!]];
			let minRange = parseFloat(ranges.pop()!);
			let maxRange = parseFloat(ranges.shift()!);
			let data = eachSeries.data!;
			let points = getDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);
			let splitPointList = splitPoints(points, eachSeries);
			for (let i = 0; i < splitPointList.length; i++) {
				let points = splitPointList[i];
				context.beginPath();
				context.strokeStyle = eachSeries.color!;
				context.lineWidth = 1;
				if (points.length == 1) {
					context.moveTo(points[0].x, points[0].y);
					context.arc(points[0].x, points[0].y, 1, 0, 2 * Math.PI);
				} else {
					context.moveTo(points[0].x, points[0].y);
					let startPoint = 0;
					for (let j = 0; j < points.length; j++) {
						let item = points[j];
						if (startPoint == 0 && item.x > leftSpace) {
							context.moveTo(item.x, item.y);
							startPoint = 1;
						}
						if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
							let ctrlPoint = createCurveControlPoints(points, j - 1);
							context.bezierCurveTo(ctrlPoint.ctrA.x, ctrlPoint.ctrA.y, ctrlPoint.ctrB.x, ctrlPoint.ctrB.y, item.x,
								item.y);
						}
					}
					context.moveTo(points[0].x, points[0].y);
				}
				context.closePath();
				context.stroke();
			}
		});
	}
	//画K线
	series.forEach(function (eachSeries, seriesIndex) {
		let ranges = [...opts.chartData.yAxisData.ranges![eachSeries.index!]];
		let minRange = parseFloat(ranges.pop()!);
		let maxRange = parseFloat(ranges.shift()!);
		let data = eachSeries.dataArr;
		let points = getCandleDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);
		calPoints.push(points);
		let splitPointList = splitCandlePoints(points, eachSeries);
		for (let i = 0; i < splitPointList[0].length; i++) {
			if (i > leftNum && i < rightNum) {
				let item = splitPointList[0][i];
				context.beginPath();
				//如果上涨
				if (data[i][1] - data[i][0] > 0) {
					context.strokeStyle = candleOption.color.upLine;
					context.fillStyle = candleOption.color.upFill;
					context.lineWidth = 1 * opts.pixelRatio;
					context.moveTo(item[3].x, item[3].y); //顶点
					context.lineTo(item[1].x, item[1].y); //收盘中间点
					context.lineTo(item[1].x - eachSpacing / 4, item[1].y); //收盘左侧点
					context.lineTo(item[0].x - eachSpacing / 4, item[0].y); //开盘左侧点
					context.lineTo(item[0].x, item[0].y); //开盘中间点
					context.lineTo(item[2].x, item[2].y); //底点
					context.lineTo(item[0].x, item[0].y); //开盘中间点
					context.lineTo(item[0].x + eachSpacing / 4, item[0].y); //开盘右侧点
					context.lineTo(item[1].x + eachSpacing / 4, item[1].y); //收盘右侧点
					context.lineTo(item[1].x, item[1].y); //收盘中间点
					context.moveTo(item[3].x, item[3].y); //顶点
				} else {
					context.strokeStyle = candleOption.color.downLine;
					context.fillStyle = candleOption.color.downFill;
					context.lineWidth = 1 * opts.pixelRatio;
					context.moveTo(item[3].x, item[3].y); //顶点
					context.lineTo(item[0].x, item[0].y); //开盘中间点
					context.lineTo(item[0].x - eachSpacing / 4, item[0].y); //开盘左侧点
					context.lineTo(item[1].x - eachSpacing / 4, item[1].y); //收盘左侧点
					context.lineTo(item[1].x, item[1].y); //收盘中间点
					context.lineTo(item[2].x, item[2].y); //底点
					context.lineTo(item[1].x, item[1].y); //收盘中间点
					context.lineTo(item[1].x + eachSpacing / 4, item[1].y); //收盘右侧点
					context.lineTo(item[0].x + eachSpacing / 4, item[0].y); //开盘右侧点
					context.lineTo(item[0].x, item[0].y); //开盘中间点
					context.moveTo(item[3].x, item[3].y); //顶点
				}
				context.closePath();
				context.fill();
				context.stroke();
			}
		}
	});
	context.restore();
	return {
		xAxisPoints: xAxisPoints,
		yAxisPoints: [],
		calPoints: calPoints,
		eachSpacing: eachSpacing
	} as ChartsCandleDataPoints;
}


//地图
function isRayIntersectsSegment(poi : number[], s_poi : number[], e_poi : number[]) : boolean {
	if (s_poi[1] == e_poi[1]) {
		return false;
	}
	if (s_poi[1] > poi[1] && e_poi[1] > poi[1]) {
		return false;
	}
	if (s_poi[1] < poi[1] && e_poi[1] < poi[1]) {
		return false;
	}
	if (s_poi[1] == poi[1] && e_poi[1] > poi[1]) {
		return false;
	}
	if (e_poi[1] == poi[1] && s_poi[1] > poi[1]) {
		return false;
	}
	if (s_poi[0] < poi[0] && e_poi[1] < poi[1]) {
		return false;
	}
	let xseg = e_poi[0] - (e_poi[0] - s_poi[0]) * (e_poi[1] - poi[1]) / (e_poi[1] - s_poi[1]);
	if (xseg < poi[0]) {
		return false;
	} else {
		return true;
	}
}
function isPoiWithinPoly(poi : number[], poly : number[][][][], mercator : boolean) : boolean {
	let sinsc = 0;
	for (let i = 0; i < poly.length; i++) {
		let epoly = poly[i][0];
		if (poly.length == 1) {
			epoly = poly[i][0]
		}
		for (let j = 0; j < epoly.length - 1; j++) {
			let s_poi = epoly[j];
			let e_poi = epoly[j + 1];
			if (mercator) {
				s_poi = lonlat2mercator(epoly[j][0], epoly[j][1]);
				e_poi = lonlat2mercator(epoly[j + 1][0], epoly[j + 1][1]);
			}
			if (isRayIntersectsSegment(poi, s_poi, e_poi)) {
				sinsc += 1;
			}
		}
	}
	if (sinsc % 2 == 1) {
		return true;
	} else {
		return false;
	}
}
function pointToCoordinate(pointY : number, pointX : number, bounds : ChartMapBounds, scale : number, xoffset : number, yoffset : number) : Offset {
	const offset = new Offset()
	offset.x = (pointX - xoffset) / scale + bounds.xMin
	offset.y = bounds.yMax - (pointY - yoffset) / scale
	return offset
}

export function findMapChartCurrentIndex(currentPoints : TouchPosition, opts : ChartOptions) : ChartOptionsTooltip {
	let tooltip : ChartOptionsTooltip = new ChartOptionsTooltip();
	let currentIndex = -1;
	let cData = opts.chartData.mapData!;
	let data = opts.series!;
	let tmp = pointToCoordinate(currentPoints.y, currentPoints.x, cData.bounds, cData.scale, cData.xoffset, cData.yoffset);
	let poi : number[] = [tmp.x, tmp.y];
	for (let i = 0, len = data.length; i < len; i++) {
		let item = data[i].geometry.coordinates;
		if (isPoiWithinPoly(poi, item, opts.chartData.mapData!.mercator)) {
			currentIndex = i;
			break;
		}
	}
	tooltip.index = currentIndex
	return tooltip;
}
function coordinateToPoint(latitude : number, longitude : number, bounds : ChartMapBounds, scale : number, xoffset : number, yoffset : number) : Offset {
	const offset = new Offset()
	offset.x = (longitude - bounds.xMin) * scale + xoffset
	offset.y = (bounds.yMax - latitude) * scale + yoffset
	return offset
}
function lonlat2mercator(longitude : number, latitude : number) : number[] {
	let mercator : number[] = [];
	let x = longitude * 20037508.34 / 180;
	let y = Math.log(Math.tan((90 + latitude) * Math.PI / 360)) / (Math.PI / 180);
	y = y * 20037508.34 / 180;
	mercator.push(x);
	mercator.push(y);
	return mercator;
}
function getBoundingBox(data : ChartOptionsSeries[]) : ChartMapBounds {
	let bounds = new ChartMapBounds()
	let datacoords : number[][] = []
	for (let i = 0; i < data.length; i++) {
		let coorda : number[][][][] = data[i].geometry.coordinates
		for (let k = 0; k < coorda.length; k++) {
			let coords : number[][][] = coorda[k];
			if (coords.length == 1) {
				datacoords = coords[0]
			}
			for (let j = 0; j < datacoords.length; j++) {
				let longitude = datacoords[j][0];
				let latitude = datacoords[j][1];
				const point = new Offset()
				point.x = longitude
				point.y = latitude
				bounds.xMin = bounds.xMin < point.x ? bounds.xMin : point.x;
				bounds.xMax = bounds.xMax > point.x ? bounds.xMax : point.x;
				bounds.yMin = bounds.yMin < point.y ? bounds.yMin : point.y;
				bounds.yMax = bounds.yMax > point.y ? bounds.yMax : point.y;
			}
		}
	}
	return bounds;
}
function drawMapDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D) {
	let mapOption = opts.extra.map!;
	let coords : number[][] = [];
	let point : Offset = new Offset();
	let data : ChartOptionsSeries[] = series;
	let bounds : ChartMapBounds = getBoundingBox(data);
	const xOffset = opts.xOffset;
	const yOffset = opts.yOffset;

	// 应用偏移量
	context.save();
	context.translate(xOffset, yOffset);

	if (mapOption.mercator) {
		let max = lonlat2mercator(bounds.xMax, bounds.yMax);
		let min = lonlat2mercator(bounds.xMin, bounds.yMin);
		bounds.xMax = max[0];
		bounds.yMax = max[1];
		bounds.xMin = min[0];
		bounds.yMin = min[1];
	}

	let xScale = opts.width / Math.abs(bounds.xMax - bounds.xMin);
	let yScale = opts.height / Math.abs(bounds.yMax - bounds.yMin);
	let scale = xScale < yScale ? xScale : yScale;
	let xoffset = opts.width / 2 - Math.abs(bounds.xMax - bounds.xMin) / 2 * scale;
	let yoffset = opts.height / 2 - Math.abs(bounds.yMax - bounds.yMin) / 2 * scale;

	for (let i = 0; i < data.length; i++) {
		context.beginPath();
		context.lineWidth = mapOption.borderWidth * opts.pixelRatio;
		context.strokeStyle = mapOption.borderColor;
		context.fillStyle = hexToRgb(series[i].color!, series[i].fillOpacity);
		if (mapOption.active == true && opts.tooltip != null) {
			if ((opts.tooltip!.index as number) == i) {
				context.strokeStyle = mapOption.activeBorderColor;
				context.fillStyle = hexToRgb(mapOption.activeFillColor, mapOption.activeFillOpacity);
			}
		}
		let coorda : number[][][][] = data[i].geometry.coordinates;
		for (let k = 0; k < coorda.length; k++) {
			let _coords : number[][][] = coorda[k];
			if (_coords.length == 1) {
				coords = _coords[0];
			}
			for (let j = 0; j < coords.length; j++) {
				let gaosi : number[] = [];
				if (mapOption.mercator) {
					gaosi = lonlat2mercator(coords[j][0], coords[j][1]);
				} else {
					gaosi = coords[j];
				}
				point = coordinateToPoint(gaosi[1], gaosi[0], bounds, scale, xoffset, yoffset);
				if (j == 0) {
					context.beginPath();
					context.moveTo(point.x, point.y);
				} else {
					context.lineTo(point.x, point.y);
				}
			}
			context.fill();
			if (mapOption.border == true) {
				context.stroke();
			}
		}
	}

	if (opts.dataLabel == true) {
		for (let i = 0; i < data.length; i++) {
			let centerPoint = data[i].properties.centroid;
			if (centerPoint.length > 0) {
				if (mapOption.mercator) {
					centerPoint = lonlat2mercator(data[i].properties.centroid[0], data[i].properties.centroid[1]);
				}
				point = coordinateToPoint(centerPoint[1], centerPoint[0], bounds, scale, xoffset, yoffset);
				let fontSize = (data[i].textSize ?? config.fontSize) * opts.pixelRatio;
				let fontColor = data[i].textColor ?? opts.fontColor;
				if (mapOption.active && mapOption.activeTextColor != '' && opts.tooltip != null && (opts.tooltip!.index as number) == i) {
					fontColor = mapOption.activeTextColor;
				}
				let text = data[i].properties.name;
				context.beginPath();
				context.font = `${fontSize}px sans-serif`;
				context.fillStyle = fontColor;
				context.fillText(text, point.x - measureText(text, fontSize) / 2, point.y + fontSize / 2);
				context.closePath();
				context.stroke();
			}
		}
	}

	const mapdata = new ChartOptionsChartDataMapData();
	mapdata.bounds = bounds;
	mapdata.scale = scale;
	mapdata.xoffset = xoffset;
	mapdata.yoffset = yoffset;
	mapdata.mercator = mapOption.mercator;
	opts.chartData.mapData = mapdata;
	drawToolTipBridge(opts, config, context, 1, 0, []);

	// 恢复画布状态
	context.restore();
}
//混合图
export function getMixToolTipData(seriesData : ChartOptionsSeries[], opts : ChartOptions, eindex : any, categories : string[], option : ChartOptionsTooltipOption) : ChartOptionsTooltipOption {
	const index = eindex as number
	const points = opts.chartData.xAxisPoints![index] + opts.chartData.eachSpacing / 2;
	let textList = seriesData.map((item : ChartOptionsSeries) : TextList => {
		const list = new TextList()
		if (option.formatter != null) {
			const fun = option.formatter as (item : ChartOptionsSeries, categories : string, index : number, opts : ChartOptions) => string
			list.text = fun(item, categories[index], index, opts)
		} else {
			list.text = item.name + ': ' + item.data![0].value!
		}
		list.legendShape = opts.extra.tooltip!.legendShape == 'auto' ? item.legendShape! : opts.extra.tooltip!.legendShape
		list.color = item.color!
		list.disableLegend = item.disableLegend ? true : false
		return list
	});
	textList = textList.filter((item : TextList) : boolean => {
		return item.disableLegend != true
	});
	const offset = new Offset()
	offset.x = Math.round(points)
	offset.y = 0
	const tooltipOption = new ChartOptionsTooltipOption()
	tooltipOption.textList = textList
	tooltipOption.offset = offset
	return tooltipOption;
}

function drawMixDataPoints(series : ChartOptionsSeries[], opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D, process : number = 1) : ChartColumnDataPoints {
	let xAxisData = opts.chartData.xAxisData
	let xAxisPoints = xAxisData.xAxisPoints
	let eachSpacing = xAxisData.eachSpacing!
	let columnOption = opts.extra.mix?.column ?? new ChartOptionsExtraMixColumn()
	let areaOption = opts.extra.mix?.area ?? new ChartOptionsExtraMixArea()
	let lineOption = opts.extra.mix?.line ?? new ChartOptionsExtraMixLine()

	let endY = opts.height - opts.area[2];
	let calPoints : ChartOptionsChartDataCalPoints[][] = [];
	let columnIndex = 0;
	let columnLength = 0;
	const xOffset = opts.xOffset
	const yOffset = opts.yOffset
	series.forEach((eachSeries) => {
		if (eachSeries.type == 'column') {
			columnLength += 1;
		}
	});
	context.save();
	let leftNum = -2;
	let rightNum = xAxisPoints.length + 2;
	let leftSpace = 0;
	let rightSpace = opts.width + eachSpacing;
	if (opts._scrollDistance_ != null && opts._scrollDistance_ != 0 && opts.enableScroll == true) {
		const scrollDistance = opts._scrollDistance_!
		context.translate(scrollDistance, 0);
		leftNum = Math.floor(-scrollDistance / eachSpacing) - 2;
		rightNum = leftNum + opts.xAxis.itemCount + 4;
		leftSpace = -scrollDistance - eachSpacing * 2 + opts.area[3];
		rightSpace = leftSpace + (opts.xAxis.itemCount + 4) * eachSpacing;
	}
	columnOption.customColor = fillCustomColor(columnOption.linearType, columnOption.customColor, series, config);
	series.forEach(function (eachSeries) {
		let ranges = [...opts.chartData.yAxisData.ranges![eachSeries.index!]];
		let minRange = parseFloat(ranges.pop()!);
		let maxRange = parseFloat(ranges.shift()!);
		let data = eachSeries.data!;
		let points = getDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);
		calPoints.push(points);
		// 绘制柱状数据图
		if (eachSeries.type == 'column') {
			points = fixColumeData(points, eachSpacing, columnLength, columnIndex, config, opts);
			for (let i = 0; i < points.length; i++) {
				let item = points[i];
				if (item != null && i > leftNum && i < rightNum) {
					let startX = item.x - (item.width!) / 2;
					let height = opts.height - item.y - opts.area[2];
					context.beginPath();
					let fillColor : any = item.color ?? eachSeries.color!
					let strokeColor = item.color ?? eachSeries.color!
					if (columnOption.linearType != 'none') {
						let grd = context.createLinearGradient(startX + xOffset, item.y + yOffset, startX + xOffset, opts.height - opts.area[2] + yOffset);
						//透明渐变
						if (columnOption.linearType == 'opacity') {
							grd.addColorStop(0, hexToRgb(`${fillColor}`, columnOption.linearOpacity));
							grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
						} else {
							grd.addColorStop(0, hexToRgb(columnOption.customColor![eachSeries.linearIndex!], columnOption.linearOpacity));
							grd.addColorStop(columnOption.colorStop!, hexToRgb(columnOption.customColor![eachSeries.linearIndex!], columnOption.linearOpacity));
							grd.addColorStop(1, hexToRgb(`${fillColor}`, 1));
						}
						fillColor = grd
					}
					// 圆角边框
					if ((columnOption.barBorderRadius != null && columnOption.barBorderRadius!.length == 4) || columnOption.barBorderCircle) {
						const left = startX;
						const top = item.y;
						const width = item.width!;
						const height = opts.height - opts.area[2] - item.y;
						if (columnOption.barBorderCircle) {
							columnOption.barBorderRadius = [width / 2, width / 2, 0, 0];
						}
						let barBorderRadius = columnOption.barBorderRadius!
						let r0 = barBorderRadius[0]
						let r1 = barBorderRadius[1]
						let r2 = barBorderRadius[2]
						let r3 = barBorderRadius[3]

						let minRadius = Math.min(width / 2, height / 2);
						r0 = r0 > minRadius ? minRadius : r0;
						r1 = r1 > minRadius ? minRadius : r1;
						r2 = r2 > minRadius ? minRadius : r2;
						r3 = r3 > minRadius ? minRadius : r3;
						r0 = r0 < 0 ? 0 : r0;
						r1 = r1 < 0 ? 0 : r1;
						r2 = r2 < 0 ? 0 : r2;
						r3 = r3 < 0 ? 0 : r3;
						context.arc(xOffset + left + r0, yOffset + top + r0, r0, -Math.PI, -Math.PI / 2);
						context.arc(xOffset + left + width - r1, yOffset + top + r1, r1, -Math.PI / 2, 0);
						context.arc(xOffset + left + width - r2, yOffset + top + height - r2, r2, 0, Math.PI / 2);
						context.arc(xOffset + left + r3, yOffset + top + height - r3, r3, Math.PI / 2, Math.PI);
					} else {
						context.moveTo(xOffset + startX, item.y + yOffset);
						context.lineTo(xOffset + startX + item.width!, item.y + yOffset);
						context.lineTo(xOffset + startX + item.width!, opts.height - opts.area[2] + yOffset);
						context.lineTo(xOffset + startX, opts.height - opts.area[2] + yOffset);
						context.lineTo(xOffset + startX, item.y + yOffset);
						context.lineWidth = 1
						context.strokeStyle = strokeColor;
					}
					context.fillStyle = (fillColor);
					context.closePath();
					context.fill();
				}
			}
			columnIndex += 1;
		}
		//绘制区域图数据
		if (eachSeries.type == 'area') {
			let splitPointList = splitPoints(points, eachSeries);
			for (let i = 0; i < splitPointList.length; i++) {
				let points = splitPointList[i];
				// 绘制区域数据
				context.beginPath();
				context.strokeStyle = eachSeries.color!;
				context.strokeStyle = hexToRgb(eachSeries.color!, areaOption.opacity);
				if (areaOption.gradient) {
					let gradient = context.createLinearGradient(xOffset, opts.area[0] + yOffset, xOffset, opts.height - opts.area[2] + yOffset);
					gradient.addColorStop(0, hexToRgb(eachSeries.color!, areaOption.opacity));
					gradient.addColorStop(1, hexToRgb("#FFFFFF", 0.1));
					context.fillStyle = gradient;
				} else {
					context.fillStyle = hexToRgb(eachSeries.color!, areaOption.opacity);
				}
				context.lineWidth = 2 * opts.pixelRatio;
				if (points.length > 1) {
					let firstPoint = points[0];
					let lastPoint = points[points.length - 1];
					context.moveTo(firstPoint.x + xOffset, firstPoint.y + yOffset);
					let startPoint = 0;
					if (eachSeries.style == 'curve') {
						for (let j = 0; j < points.length; j++) {
							let item = points[j];
							if (startPoint == 0 && item.x > leftSpace) {
								context.moveTo(item.x + xOffset, item.y + yOffset);
								startPoint = 1;
							}
							if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
								let ctrlPoint = createCurveControlPoints(points, j - 1);
								context.bezierCurveTo(ctrlPoint.ctrA.x + xOffset, ctrlPoint.ctrA.y + yOffset, ctrlPoint.ctrB.x + xOffset, ctrlPoint.ctrB.y + yOffset, item.x + xOffset, item.y + yOffset);
							}
						};
					} else {
						for (let j = 0; j < points.length; j++) {
							let item = points[j];
							if (startPoint == 0 && item.x > leftSpace) {
								context.moveTo(xOffset + item.x, item.y + yOffset);
								startPoint = 1;
							}
							if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
								context.lineTo(xOffset + item.x, item.y + yOffset);
							}
						};
					}
					context.lineTo(xOffset + lastPoint.x, endY + yOffset);
					context.lineTo(xOffset + firstPoint.x, endY + yOffset);
					context.lineTo(xOffset + firstPoint.x, firstPoint.y + yOffset);
				} else {
					let item = points[0];
					context.moveTo(xOffset + item.x - eachSpacing / 2, item.y + yOffset);
					// context.lineTo(item.x + eachSpacing / 2, item.y);
					// context.lineTo(item.x + eachSpacing / 2, endY);
					// context.lineTo(item.x - eachSpacing / 2, endY);
					// context.moveTo(item.x - eachSpacing / 2, item.y);
				}
				context.closePath();
				context.fill();
			}
		}
		// 绘制折线数据图
		if (eachSeries.type == 'line') {
			let splitPointList = splitPoints(points, eachSeries);
			splitPointList.forEach((points) => {
				if (eachSeries.lineType == 'dash') {
					let dashLength = eachSeries.dashLength;
					dashLength *= opts.pixelRatio;
					context.setLineDash([dashLength, dashLength]);
				}
				context.beginPath();
				context.strokeStyle = eachSeries.color!;
				context.lineWidth = lineOption.width * opts.pixelRatio;
				if (points.length == 1) {
					context.moveTo(xOffset + points[0].x, points[0].y + yOffset);
					// context.arc(points[0].x, points[0].y, 1, 0, 2 * Math.PI);
				} else {
					context.moveTo(xOffset + points[0].x, points[0].y + yOffset);
					let startPoint = 0;
					if (eachSeries.style == 'curve') {
						for (let j = 0; j < points.length; j++) {
							let item = points[j];
							if (startPoint == 0 && item.x > leftSpace) {
								context.moveTo(xOffset + item.x, item.y + yOffset);
								startPoint = 1;
							}
							if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
								let ctrlPoint = createCurveControlPoints(points, j - 1);
								context.bezierCurveTo(ctrlPoint.ctrA.x + xOffset, ctrlPoint.ctrA.y + yOffset, ctrlPoint.ctrB.x + xOffset, ctrlPoint.ctrB.y + yOffset,
									item.x + xOffset, item.y + yOffset);
							}
						}
					} else {
						for (let j = 0; j < points.length; j++) {
							let item = points[j];
							if (startPoint == 0 && item.x > leftSpace) {
								context.moveTo(xOffset + item.x, item.y + yOffset);
								startPoint = 1;
							}
							if (j > 0 && item.x > leftSpace && item.x < rightSpace) {
								context.lineTo(xOffset + item.x, item.y + yOffset);
							}
						}
					}
					context.moveTo(xOffset + points[0].x, points[0].y + yOffset);
				}
				context.stroke();
				context.setLineDash([]);
			});
		}
		// 绘制点数据图
		if (eachSeries.type == 'point') {
			eachSeries.addPoint = true;
		}
		if (eachSeries.addPoint == true && eachSeries.type != 'column') {
			drawPointShape(points, eachSeries.color!, eachSeries.pointShape, context, opts);
		}
	});
	if (opts.dataLabel != false && process == 1) {
		let columnIndex = 0;
		series.forEach(function (eachSeries) {
			let ranges = [...opts.chartData.yAxisData.ranges![eachSeries.index!]];
			let minRange = parseFloat(ranges.pop()!);
			let maxRange = parseFloat(ranges.shift()!);
			let data = eachSeries.data!;
			let points = getDataPoints(data, minRange, maxRange, xAxisPoints, eachSpacing, opts, config, process);
			if (eachSeries.type != 'column') {
				drawPointText(points, eachSeries, config, context, opts);
			} else {
				points = fixColumeData(points, eachSpacing, columnLength, columnIndex, config, opts);
				drawPointText(points, eachSeries, config, context, opts);
				columnIndex += 1;
			}
		});
	}
	context.restore();
	return {
		xAxisPoints: xAxisPoints,
		yAxisPoints: [],
		calPoints: calPoints,
		eachSpacing: eachSpacing,
	} as ChartColumnDataPoints
}
export function drawCharts(char : TuiChartsInterface, type : string, opts : ChartOptions, config : TuiChartConfig, context : CanvasRenderingContext2D) {
	let _this = char;
	let series = opts.series!;
	//兼容ECharts饼图类数据格式 以下内容暂时未翻译需要保留
	// let seriesData : ChartOptionsSeries[] = []
	// if (type == 'pie' || type == 'ring' || type == 'mount' || type == 'rose' || type == 'funnel') {
	// 	seriesData = fixPieSeries(series, opts, config);
	// }

	let categories : string[] = opts.categories ?? [];
	if (type == 'pie' || type == 'ring' || type == 'mount' || type == 'rose' || type == 'funnel') {
		categories = [];
		for (let j = 0; j < series.length; j++) {
			categories.push(series[j].name!)
		}
		opts.categories = categories;
	}
	series = fillSeries(series, opts, config);
	let duration = opts.animation ? opts.duration : 0;
	if (_this.animationInstance != null) _this.animationInstance!.stop();
	let seriesMA : ChartOptionsSeries[] = [];
	if (type == 'candle') {
		let average = opts.extra.candle!.average;
		if (average.show) {
			seriesMA = calCandleMA(average.day!, average.name!, average.color!, series[0].dataArr);
			seriesMA = fillSeries(seriesMA, opts, config);
			opts.seriesMA = seriesMA;
		} else if (opts.seriesMA != null) {
			opts.seriesMA = fillSeries(opts.seriesMA!, opts, config)
			seriesMA = opts.seriesMA!;
		} else {
			seriesMA = series;
		}
	} else {
		seriesMA = series;
	}
	/* 过滤掉show=false的series */
	series = filterSeries(series);
	opts._series_ = series;
	//重新计算图表区域
	opts.area = []
	//复位绘图区域
	for (let j = 0; j < 4; j++) {
		opts.area.push(opts.padding![j] * opts.pixelRatio);
	}
	//通过计算三大区域：图例、X轴、Y轴的大小，确定绘图区域
	let _calLegendData = calLegendData(seriesMA, opts, opts.chartData),
		legendHeight = _calLegendData.area.wholeHeight,
		legendWidth = _calLegendData.area.wholeWidth;
	switch (opts.legend.position) {
		case 'top':
			opts.area[0] += legendHeight;
			break;
		case 'bottom':
			opts.area[2] += legendHeight;
			break;
		case 'left':
			opts.area[3] += legendWidth;
			break;
		case 'right':
			opts.area[1] += legendWidth;
			break;
	}
	let _calYAxisData = new ChartOptionsChartDataYAxisData(),
		yAxisWidth : ChartOptionsChartDataYAxisDataYAxisWidth[] = [];
	if (opts.type == 'line' || opts.type == 'column' || opts.type == 'mount' || opts.type == 'area' || opts.type == 'mix' || opts.type == 'candle' || opts.type == 'scatter' || opts.type == 'bubble' || opts.type == 'bar') {
		_calYAxisData = calYAxisData(series, opts, config);
		yAxisWidth = _calYAxisData.yAxisWidth!;
		//如果显示Y轴标题
		if (opts.yAxis.showTitle) {
			let maxTitleHeight = 0;
			for (let i = 0; i < opts.yAxis.data.length; i++) {
				maxTitleHeight = Math.max(maxTitleHeight, opts.yAxis.data[i].titleFontSize != null ? opts.yAxis.data[i].titleFontSize! * opts.pixelRatio : config.fontSize)
			}
			opts.area[0] += maxTitleHeight;
		}
		let rightIndex = 0,
			leftIndex = 0;
		//计算主绘图区域左右位置
		for (let i = 0; i < yAxisWidth.length; i++) {
			if (yAxisWidth[i].position == 'left') {
				if (leftIndex > 0) {
					opts.area[3] += yAxisWidth[i].width + opts.yAxis.padding * opts.pixelRatio;
				} else {
					opts.area[3] += yAxisWidth[i].width;
				}
				leftIndex += 1;
			} else if (yAxisWidth[i].position == 'right') {
				if (rightIndex > 0) {
					opts.area[1] += yAxisWidth[i].width + opts.yAxis.padding * opts.pixelRatio;
				} else {
					opts.area[1] += yAxisWidth[i].width;
				}
				rightIndex += 1;
			}
		}
	} else {
		// console.log('类型问题暂时未找到翻译逻辑')
		config.yAxisWidth = yAxisWidth; //类型问题暂时未找到翻译逻辑
	}
	opts.chartData.yAxisData = _calYAxisData;
	if (opts.categories != null && opts.categories!.length > 0 && opts.type != 'radar' && opts.type != 'gauge' && opts.type != 'bar') {
		opts.chartData.xAxisData = getXAxisPoints(opts.categories!, opts, config);
		let _calCategoriesData = calCategoriesData(opts.categories!, opts, config, opts.chartData.xAxisData.eachSpacing!, context),
			xAxisHeight = _calCategoriesData.xAxisHeight,
			angle = _calCategoriesData.angle;
		config.xAxisHeight = xAxisHeight;
		config._xAxisTextAngle_ = angle;
		opts.area[2] += xAxisHeight;
		opts.chartData.categoriesData = _calCategoriesData;
	} else {
		if (opts.type == 'line' || opts.type == 'area' || opts.type == 'scatter' || opts.type == 'bubble' || opts.type == 'bar') {
			opts.chartData.xAxisData = calXAxisData(series, opts, config, context);
			categories = opts.chartData.xAxisData.rangesFormat.map((item : number) : string => `${item}`);
			let _calCategoriesData = calCategoriesData(categories, opts, config, opts.chartData.xAxisData.eachSpacing!, context),
				xAxisHeight = _calCategoriesData.xAxisHeight,
				angle = _calCategoriesData.angle;
			config.xAxisHeight = xAxisHeight;
			config._xAxisTextAngle_ = angle;
			opts.area[2] += xAxisHeight;
			opts.chartData.categoriesData = _calCategoriesData;
		} else {
			opts.chartData.xAxisData = new ChartOptionsChartDataXAxisData()
		}
	}

	//计算右对齐偏移距离
	if (opts.enableScroll && opts.xAxis.scrollAlign == 'right' && opts._scrollDistance_ == null) {
		let offsetLeft = 0,
			xAxisPoints = opts.chartData.xAxisData.xAxisPoints,
			startX = opts.chartData.xAxisData.startX!,
			endX = opts.chartData.xAxisData.endX!,
			eachSpacing = opts.chartData.xAxisData.eachSpacing!;
		let totalWidth = eachSpacing * (xAxisPoints.length - 1);
		let screenWidth = endX - startX;
		offsetLeft = screenWidth - totalWidth;
		_this.scrollOption.currentOffset = offsetLeft;
		_this.scrollOption.startTouchX = offsetLeft;
		_this.scrollOption.distance = 0;
		_this.scrollOption.lastMoveTime = 0;
		opts._scrollDistance_ = offsetLeft;
	}
	//未使用到暂时未翻译
	if (type == 'pie' || type == 'ring' || type == 'rose') {
		config._pieTextMaxLength_ = opts.dataLabel == false ? 0 : getPieTextMaxLength(seriesMA, config, context, opts);
	}
	switch (type) {
		case 'word':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function (process : number) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					drawWordCloudDataPoints(series, opts, config, context, process);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'map':
			context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
			drawMapDataPoints(series, opts, config, context);
			break;
		case 'funnel':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function (process : number) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					opts.chartData.funnelData = drawFunnelDataPoints(series, opts, config, context, process);
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, 0, []);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'line':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process : number) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					drawYAxisGrid(categories, opts, config, context);
					drawXAxis(categories, opts, config, context);
					let _drawLineDataPoints = drawLineDataPoints(series, opts, config, context, process),
						xAxisPoints = _drawLineDataPoints.xAxisPoints,
						calPoints = _drawLineDataPoints.calPoints,
						eachSpacing = _drawLineDataPoints.eachSpacing;
					opts.chartData.xAxisPoints = xAxisPoints;
					opts.chartData.calPoints = calPoints;
					opts.chartData.eachSpacing = eachSpacing;
					drawYAxis(series, opts, config, context);
					if (opts.enableMarkLine != false && process == 1) {
						drawMarkLine(opts, config, context);
					}
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, eachSpacing, xAxisPoints);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'scatter':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					drawYAxisGrid(categories, opts, config, context);
					drawXAxis(categories, opts, config, context);
					let _drawScatterDataPoints = drawScatterDataPoints(series, opts, config, context, process),
						xAxisPoints = _drawScatterDataPoints.xAxisPoints,
						calPoints = _drawScatterDataPoints.calPoints,
						eachSpacing = _drawScatterDataPoints.eachSpacing;
					opts.chartData.xAxisPoints = xAxisPoints;
					opts.chartData.calPoints = calPoints;
					opts.chartData.eachSpacing = eachSpacing;
					drawYAxis(series, opts, config, context);
					if (opts.enableMarkLine != false && process == 1) {
						drawMarkLine(opts, config, context);
					}
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, eachSpacing, xAxisPoints);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'bubble':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process) {
					context.clearRect(0, 0, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					drawYAxisGrid(categories, opts, config, context);
					drawXAxis(categories, opts, config, context);
					let _drawBubbleDataPoints = drawBubbleDataPoints(series, opts, config, context, process),
						xAxisPoints = _drawBubbleDataPoints.xAxisPoints,
						calPoints = _drawBubbleDataPoints.calPoints,
						eachSpacing = _drawBubbleDataPoints.eachSpacing;
					opts.chartData.xAxisPoints = xAxisPoints;
					opts.chartData.calPoints = calPoints;
					opts.chartData.eachSpacing = eachSpacing;
					drawYAxis(series, opts, config, context);
					if (opts.enableMarkLine != false && process == 1) {
						drawMarkLine(opts, config, context);
					}
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, eachSpacing, xAxisPoints);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'mix':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					drawYAxisGrid(categories, opts, config, context);
					drawXAxis(categories, opts, config, context);
					let _drawMixDataPoints = drawMixDataPoints(series, opts, config, context, process),
						xAxisPoints = _drawMixDataPoints.xAxisPoints,
						calPoints = _drawMixDataPoints.calPoints,
						eachSpacing = _drawMixDataPoints.eachSpacing;
					opts.chartData.xAxisPoints = xAxisPoints;
					opts.chartData.calPoints = calPoints;
					opts.chartData.eachSpacing = eachSpacing;
					drawYAxis(series, opts, config, context);
					if (opts.enableMarkLine != false && process == 1) {
						drawMarkLine(opts, config, context);
					}
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, eachSpacing, xAxisPoints);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'column':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: (process : number) => {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					drawYAxisGrid(categories, opts, config, context);
					drawXAxis(categories, opts, config, context);
					let _drawColumnDataPoints = drawColumnDataPoints(series, opts, config, context, process)
					let xAxisPoints = _drawColumnDataPoints.xAxisPoints
					let calPoints = _drawColumnDataPoints.calPoints
					let eachSpacing = _drawColumnDataPoints.eachSpacing
					opts.chartData.xAxisPoints = xAxisPoints;
					opts.chartData.calPoints = calPoints;
					opts.chartData.eachSpacing = eachSpacing;
					drawYAxis(series, opts, config, context);
					if (opts.enableMarkLine != false && process == 1) {
						drawMarkLine(opts, config, context);
					}
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, eachSpacing, xAxisPoints);
					drawCanvas(opts, context);
				},
				onAnimationFinish: () => {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'mount':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process : number) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					drawYAxisGrid(categories, opts, config, context);
					drawXAxis(categories, opts, config, context);
					let _drawMountDataPoints = drawMountDataPoints(series, opts, config, context, process)
					let xAxisPoints = _drawMountDataPoints.xAxisPoints
					let calPoints = _drawMountDataPoints.calPoints
					let eachSpacing = _drawMountDataPoints.eachSpacing!
					opts.chartData.xAxisPoints = xAxisPoints;
					opts.chartData.calPoints = calPoints;
					opts.chartData.eachSpacing = eachSpacing;
					drawYAxis(series, opts, config, context);
					if (opts.enableMarkLine != false && process == 1) {
						drawMarkLine(opts, config, context);
					}
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, eachSpacing, xAxisPoints);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'bar':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process : number) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					drawXAxis(categories, opts, config, context);
					let _drawBarDataPoints = drawBarDataPoints(series, opts, config, context, process),
						yAxisPoints = _drawBarDataPoints.yAxisPoints,
						calPoints = _drawBarDataPoints.calPoints,
						eachSpacing = _drawBarDataPoints.eachSpacing;
					opts.chartData.yAxisPoints = yAxisPoints;
					opts.chartData.xAxisPoints = opts.chartData.xAxisData.xAxisPoints;
					opts.chartData.calPoints = calPoints;
					opts.chartData.eachSpacing = eachSpacing;
					drawYAxis(series, opts, config, context);
					if (opts.enableMarkLine != false && process == 1) {
						drawMarkLine(opts, config, context);
					}
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, eachSpacing, yAxisPoints);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'area':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process : number) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					drawYAxisGrid(categories, opts, config, context);
					drawXAxis(categories, opts, config, context);
					let _drawAreaDataPoints = drawAreaDataPoints(series, opts, config, context, process),
						xAxisPoints = _drawAreaDataPoints.xAxisPoints,
						calPoints = _drawAreaDataPoints.calPoints,
						eachSpacing = _drawAreaDataPoints.eachSpacing!;
					opts.chartData.xAxisPoints = xAxisPoints;
					opts.chartData.calPoints = calPoints;
					opts.chartData.eachSpacing = eachSpacing;
					drawYAxis(series, opts, config, context);
					if (opts.enableMarkLine != false && process == 1) {
						drawMarkLine(opts, config, context);
					}
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, eachSpacing, xAxisPoints);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'ring':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process : number) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					opts.chartData.pieData = drawRingDataPoints(series, opts, config, context, process);
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, 0, []);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'pie':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process : number) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					opts.chartData.pieData = drawPieDataPoints(series, opts, config, context, process);
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, 0, []);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'rose':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process : number) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					opts.chartData.pieData = drawRoseDataPoints(series, opts, config, context, process);
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, 0, []);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'radar':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process : number) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					opts.chartData.radarData = drawRadarDataPoints(series, opts, config, context, process);
					drawLegend(opts.series!, opts, config, context, opts.chartData);
					drawToolTipBridge(opts, config, context, process, 0, []);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'arcbar':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process : number) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					opts.chartData.arcbarData = drawArcbarDataPoints(series, opts, config, context, process);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'gauge':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					opts.chartData.gaugeData = drawGaugeDataPoints(opts.categoriesObj!, series, opts, config, context, process);
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
		case 'candle':
			_this.animationInstance = new Animation({
				canvasContext: opts.canvasContext!,
				timing: opts.timing,
				duration: duration,
				onProcess: function onProcess(process) {
					context.clearRect(opts.xOffset, opts.yOffset, opts.width, opts.height);
					if (opts.rotate) {
						contextRotate(context, opts);
					}
					drawYAxisGrid(categories, opts, config, context);
					drawXAxis(categories, opts, config, context);
					let _drawCandleDataPoints = drawCandleDataPoints(series, seriesMA, opts, config, context, process)
					let xAxisPoints = _drawCandleDataPoints.xAxisPoints
					let calPoints = _drawCandleDataPoints.calPoints
					let eachSpacing = _drawCandleDataPoints.eachSpacing
					opts.chartData.xAxisPoints = xAxisPoints;
					opts.chartData.calMapPoints = calPoints;
					opts.chartData.eachSpacing = eachSpacing;
					drawYAxis(series, opts, config, context);
					if (opts.enableMarkLine != false && process == 1) {
						drawMarkLine(opts, config, context);
					}
					if (seriesMA.length > 0) {
						drawLegend(seriesMA, opts, config, context, opts.chartData);
					} else {
						drawLegend(opts.series!, opts, config, context, opts.chartData);
					}
					if (opts.showTooltip) {
						drawToolTipBridge(opts, config, context, process, eachSpacing, xAxisPoints);
					}
					drawCanvas(opts, context);
				},
				onAnimationFinish: function onAnimationFinish() {
					_this.uevent.trigger('renderComplete');
				}
			} as ChartAnimationOption);
			break;
	}
}