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java后台生成统计图+jfreechart、echarts

java后台生成统计图+jfreechart、echarts

作者: zero_93a5 | 来源:发表于2020-08-26 20:42 被阅读0次

    因业务需要生成报表,包含统计图。

    一、jfreechart ,这个是大众最简单的方式,只是图片太丑了。(echarts的方法在下面)

    jfreechart 的具体实现,搭建个springboot的小工程即可

    首先pom文件中引入jar包

            <!--用于jfreechart生成图片  -->
            <dependency>
                <groupId>org.jfree</groupId>
                <artifactId>jfreechart</artifactId>
                <version>1.5.0</version>
            </dependency>
    

    实例代码(有这一个就足够了):

    package com.example.poiword;
    
    import java.awt.BasicStroke;
    import java.awt.Color;
    import java.awt.Font;
    import java.awt.Paint;
    import java.awt.Rectangle;
    import java.io.File;
    import java.text.NumberFormat;
    import java.util.HashMap;
    import java.util.Iterator;
    import java.util.Map;
    import java.util.Map.Entry;
    import java.util.Set;
    
    import org.jfree.chart.ChartFactory;
    import org.jfree.chart.JFreeChart;
    import org.jfree.chart.StandardChartTheme;
    import org.jfree.chart.axis.CategoryAxis;
    import org.jfree.chart.axis.CategoryLabelPositions;
    import org.jfree.chart.axis.ValueAxis;
    import org.jfree.chart.block.BlockBorder;
    import org.jfree.chart.labels.ItemLabelAnchor;
    import org.jfree.chart.labels.ItemLabelPosition;
    import org.jfree.chart.labels.StandardCategoryItemLabelGenerator;
    import org.jfree.chart.labels.StandardPieSectionLabelGenerator;
    import org.jfree.chart.plot.CategoryPlot;
    import org.jfree.chart.plot.DefaultDrawingSupplier;
    import org.jfree.chart.plot.PieLabelLinkStyle;
    import org.jfree.chart.plot.PiePlot;
    import org.jfree.chart.plot.Plot;
    import org.jfree.chart.plot.PlotOrientation;
    import org.jfree.chart.plot.XYPlot;
    import org.jfree.chart.renderer.category.LineAndShapeRenderer;
    import org.jfree.chart.renderer.category.StandardBarPainter;
    import org.jfree.chart.renderer.xy.StandardXYBarPainter;
    import org.jfree.chart.ui.RectangleInsets;
    import org.jfree.chart.ui.TextAnchor;
    import org.jfree.data.category.CategoryDataset;
    import org.jfree.data.category.DefaultCategoryDataset;
    import org.jfree.data.general.DefaultPieDataset;
    
    /**
     * @program: poi-word
     * @description:
     * @author: sunhui
     * @create: 2020-08-25 14:04
     **/
    public class ChartUtils {
        private static String NO_DATA_MSG = "暂无数据";
        private static Font FONT = new Font("宋体", Font.PLAIN, 20);
        public static Color[] CHART_COLORS = {
                new Color(31,129,188), new Color(92,92,97), new Color(144,237,125), new Color(255,188,117),
                new Color(153,158,255), new Color(255,117,153), new Color(253,236,109), new Color(128,133,232),
                new Color(158,90,102),new Color(255, 204, 102) };// 颜色
    
        static{
            setChartTheme();
        }
        /**
         * 中文主题样式 解决乱码
         */
        public static void setChartTheme() {
            // 设置中文主题样式 解决乱码
            StandardChartTheme chartTheme = new StandardChartTheme("CN");
            // 设置标题字体
            chartTheme.setExtraLargeFont(FONT);
            // 设置图例的字体
            chartTheme.setRegularFont(FONT);
            // 设置轴向的字体
            chartTheme.setLargeFont(FONT);
            chartTheme.setSmallFont(FONT);
            chartTheme.setTitlePaint(new Color(51, 51, 51));
            chartTheme.setSubtitlePaint(new Color(85, 85, 85));
    
            chartTheme.setLegendBackgroundPaint(Color.WHITE);// 设置标注
            chartTheme.setLegendItemPaint(Color.BLACK);//
            chartTheme.setChartBackgroundPaint(Color.WHITE);
            // 绘制颜色绘制颜色.轮廓供应商
            // paintSequence,outlinePaintSequence,strokeSequence,outlineStrokeSequence,shapeSequence
    
            Paint[] OUTLINE_PAINT_SEQUENCE = new Paint[] { Color.WHITE };
            // 绘制器颜色源
            DefaultDrawingSupplier drawingSupplier = new DefaultDrawingSupplier(CHART_COLORS, CHART_COLORS, OUTLINE_PAINT_SEQUENCE,
                    DefaultDrawingSupplier.DEFAULT_STROKE_SEQUENCE, DefaultDrawingSupplier.DEFAULT_OUTLINE_STROKE_SEQUENCE,
                    DefaultDrawingSupplier.DEFAULT_SHAPE_SEQUENCE);
            chartTheme.setDrawingSupplier(drawingSupplier);
    
            chartTheme.setPlotBackgroundPaint(Color.WHITE);// 绘制区域
            chartTheme.setPlotOutlinePaint(Color.WHITE);// 绘制区域外边框
            chartTheme.setLabelLinkPaint(new Color(8, 55, 114));// 链接标签颜色
            chartTheme.setLabelLinkStyle(PieLabelLinkStyle.CUBIC_CURVE);
    
            chartTheme.setAxisOffset(new RectangleInsets(5, 12, 5, 12));
            chartTheme.setDomainGridlinePaint(new Color(192, 208, 224));// X坐标轴垂直网格颜色
            chartTheme.setRangeGridlinePaint(new Color(192, 192, 192));// Y坐标轴水平网格颜色
    
            chartTheme.setBaselinePaint(Color.WHITE);
            chartTheme.setCrosshairPaint(Color.BLUE);// 不确定含义
            chartTheme.setAxisLabelPaint(new Color(51, 51, 51));// 坐标轴标题文字颜色
            chartTheme.setTickLabelPaint(new Color(67, 67, 72));// 刻度数字
            chartTheme.setBarPainter(new StandardBarPainter());// 设置柱状图渲染
            chartTheme.setXYBarPainter(new StandardXYBarPainter());// XYBar 渲染
    
            chartTheme.setItemLabelPaint(Color.black);
            chartTheme.setThermometerPaint(Color.white);// 温度计
    
            ChartFactory.setChartTheme(chartTheme);
        }
    
        public ChartUtils() {
        }
    
    
        /**
         * 必须设置文本抗锯齿
         */
        public static void setAntiAlias(JFreeChart chart) {
            chart.setTextAntiAlias(false);
    
        }
    
        /**
         * 设置图例无边框,默认黑色边框
         */
        public static void setLegendEmptyBorder(JFreeChart chart) {
            chart.getLegend().setFrame(new BlockBorder(Color.WHITE));
    
        }
    
        /**
         * 提供静态方法:获取报表图形1:饼状图
         * @param title    标题
         * @param datas    数据
         * @param url    字体
         */
        public static void createPiePort(String title, Map<String,Double> datas, String url){
            try {
                // 如果不使用Font,中文将显示不出来
                DefaultPieDataset pds = new DefaultPieDataset();
    
                // 获取迭代器:
                Set<Map.Entry<String, Double>> set =  datas.entrySet();
                Iterator iterator=(Iterator) set.iterator();
                Entry entry=null;
                while(iterator.hasNext()){
                    entry=(Entry) iterator.next();
                    pds.setValue(entry.getKey().toString(),Double.parseDouble(entry.getValue().toString()));
                }
                /**
                 * 生成一个饼图的图表
                 * 分别是:显示图表的标题、需要提供对应图表的DateSet对象、是否显示图例、是否生成贴士以及是否生成URL链接
                 */
                JFreeChart chart = ChartFactory.createPieChart(title, pds, true, true, true);
                setPieRender((PiePlot) chart.getPlot());
    
                //将内存中的图片写到本地硬盘
                org.jfree.chart.ChartUtils.saveChartAsPNG(new File(url), chart,800,500);
            } catch (Exception e) {
                e.printStackTrace();
            }
        }
    
        /**
         * 提供静态方法:获取报表图形1:饼状图
         * @param title    标题
         * @param datas    数据
         * @param url    字体
         */
        public static void createBarPort(String title, Map<String,Double> datas, String url){
            try {
                // 如果不使用Font,中文将显示不出来
                DefaultCategoryDataset  pds = new DefaultCategoryDataset();
    
                // 获取迭代器:
                Set<Map.Entry<String, Double>> set =  datas.entrySet();
                Iterator iterator=(Iterator) set.iterator();
                Entry entry=null;
                while(iterator.hasNext()){
                    entry=(Entry) iterator.next();
                    pds.setValue(Double.parseDouble(entry.getValue().toString()),entry.getKey().toString(),entry.getKey().toString());
                }
                /**
                 * 生成一个饼图的图表
                 * 分别是:显示图表的标题、需要提供对应图表的DateSet对象、是否显示图例、是否生成贴士以及是否生成URL链接
                 */
                JFreeChart chart = ChartFactory.createBarChart(title,"分类","数量", pds, PlotOrientation.VERTICAL, true, true, false);
    
                //将内存中的图片写到本地硬盘
                org.jfree.chart.ChartUtils.saveChartAsPNG(new File(url), chart,800,500);
            } catch (Exception e) {
                e.printStackTrace();
            }
        }
    
    
    
    
        /**
         * 提供静态方法:获取报表图形3:折线图
         * @param title        标题
         * @param datas        数据
         * @param xName        分类(第一季,第二季.....)
         * @param yName    柱状图的数量单位
         * @param url        字体
         */
        public static void createLinePort(String title,Map<String,Double> datas,String xName,String yName,String url){
            try {
                //种类数据集
                DefaultCategoryDataset dataset = new DefaultCategoryDataset();
                //获取迭代器:
                Set<Entry<String, Double>> set =  datas.entrySet();
                Iterator iterator=(Iterator) set.iterator();
                Entry entry=null;
                while(iterator.hasNext()){
                    entry=(Entry) iterator.next();
                    dataset.setValue(Double.parseDouble(entry.getValue().toString()),//y
                            title,                         //名称
                            entry.getKey().toString());      //x
                }
                //创建折线图,折线图分水平显示和垂直显示两种
                JFreeChart chart = ChartFactory.createLineChart(title, xName, yName, dataset,//2D折线图
                        PlotOrientation.VERTICAL,
                        false, // 是否显示图例(对于简单的柱状图必须是false)
                        true, // 是否生成工具
                        true);// 是否生成URL链接
                //得到绘图区
                setLineRender((CategoryPlot)chart.getPlot(),true,true);
                org.jfree.chart.ChartUtils.saveChartAsPNG(new File(url), chart, 1000,600);
            } catch (Exception e) {
                e.printStackTrace();
            }
        }
    
        /**
         * 设置折线图样式
         *
         * @param plot
         * @param isShowDataLabels
         *            是否显示数据标签
         */
        public static void setLineRender(CategoryPlot plot, boolean isShowDataLabels, boolean isShapesVisible) {
            plot.setNoDataMessage(NO_DATA_MSG);
            plot.setInsets(new RectangleInsets(10, 10, 0, 10), false);
            LineAndShapeRenderer renderer = (LineAndShapeRenderer) plot.getRenderer();
            renderer.setDefaultStroke(new BasicStroke(1.5F));
            if (isShowDataLabels) {
                renderer.setDefaultItemLabelsVisible(true);
                renderer.setDefaultItemLabelGenerator(new StandardCategoryItemLabelGenerator(StandardCategoryItemLabelGenerator.DEFAULT_LABEL_FORMAT_STRING,
                        NumberFormat.getInstance()));
                renderer.setDefaultPositiveItemLabelPosition(new ItemLabelPosition(ItemLabelAnchor.OUTSIDE1, TextAnchor.BOTTOM_CENTER));// weizhi
            }
            renderer.setDefaultShapesVisible(isShapesVisible);// 数据点绘制形状
            setXAixs(plot);
            setYAixs(plot);
    
        }
        /**
         * 设置饼状图渲染
         */
        public static void setBarRender(Plot plot) {
    
    //        CategoryAxis categoryAxis=plot.getDomainAxis();//获得横坐标
    //        categoryAxis.setLabelFont(new Font("微软雅黑",Font.BOLD,12));//设置横坐标字体
        }
        /**
         * 设置饼状图渲染
         */
        public static void setPieRender(Plot plot) {
    
            plot.setNoDataMessage(NO_DATA_MSG);
            plot.setInsets(new RectangleInsets(10, 10, 5, 10));
            PiePlot piePlot = (PiePlot) plot;
            piePlot.setInsets(new RectangleInsets(0, 0, 0, 0));
            piePlot.setCircular(true);// 圆形
    
            // piePlot.setSimpleLabels(true);// 简单标签
            piePlot.setLabelGap(0.01);
            piePlot.setInteriorGap(0.05D);
            piePlot.setLegendItemShape(new Rectangle(10, 10));// 图例形状
            piePlot.setIgnoreNullValues(true);
            piePlot.setLabelBackgroundPaint(null);// 去掉背景色
            piePlot.setLabelShadowPaint(null);// 去掉阴影
            piePlot.setLabelOutlinePaint(null);// 去掉边框
            piePlot.setShadowPaint(null);
            // 0:category 1:value:2 :percentage
            piePlot.setLabelGenerator(new StandardPieSectionLabelGenerator("{0}:{2}"));// 显示标签数据
        }
    
        /**
         * 设置类别图表(CategoryPlot) X坐标轴线条颜色和样式
         *
         * @param plot
         */
        public static void setXAixs(CategoryPlot plot) {
            Color lineColor = new Color(31, 121, 170);
            plot.getDomainAxis().setCategoryLabelPositions(CategoryLabelPositions.UP_45);
            plot.getDomainAxis().setAxisLinePaint(lineColor);// X坐标轴颜色
            plot.getDomainAxis().setTickMarkPaint(lineColor);// X坐标轴标记|竖线颜色
    
        }
    
        /**
         * 设置类别图表(CategoryPlot) Y坐标轴线条颜色和样式 同时防止数据无法显示
         *
         * @param plot
         */
        public static void setYAixs(CategoryPlot plot) {
    //      Color lineColor = new Color(192, 208, 224);
            Color lineColor = new Color(31, 121, 170);
            ValueAxis axis = plot.getRangeAxis();
            axis.setAxisLinePaint(lineColor);// Y坐标轴颜色
            axis.setTickMarkPaint(lineColor);// Y坐标轴标记|竖线颜色
            // false隐藏Y刻度
            axis.setAxisLineVisible(true);
            axis.setTickMarksVisible(true);
            // Y轴网格线条
            plot.setRangeGridlinePaint(new Color(192, 192, 192));
            plot.setRangeGridlineStroke(new BasicStroke(1));
    
            plot.getRangeAxis().setUpperMargin(0.1);// 设置顶部Y坐标轴间距,防止数据无法显示
            plot.getRangeAxis().setLowerMargin(0.1);// 设置底部Y坐标轴间距
    
        }
    
        /**
         * 设置XY图表(XYPlot) X坐标轴线条颜色和样式
         *
         * @param plot
         */
        public static void setXY_XAixs(XYPlot plot) {
            Color lineColor = new Color(31, 121, 170);
            plot.getDomainAxis().setAxisLinePaint(lineColor);// X坐标轴颜色
            plot.getDomainAxis().setTickMarkPaint(lineColor);// X坐标轴标记|竖线颜色
    
        }
    
        /**
         * 设置XY图表(XYPlot) Y坐标轴线条颜色和样式 同时防止数据无法显示
         *
         * @param plot
         */
        public static void setXY_YAixs(XYPlot plot) {
            Color lineColor = new Color(192, 208, 224);
            ValueAxis axis = plot.getRangeAxis();
            axis.setAxisLinePaint(lineColor);// X坐标轴颜色
            axis.setTickMarkPaint(lineColor);// X坐标轴标记|竖线颜色
            // 隐藏Y刻度
            axis.setAxisLineVisible(false);
            axis.setTickMarksVisible(false);
            // Y轴网格线条
            plot.setRangeGridlinePaint(new Color(192, 192, 192));
            plot.setRangeGridlineStroke(new BasicStroke(1));
            plot.setDomainGridlinesVisible(false);
    
            plot.getRangeAxis().setUpperMargin(0.12);// 设置顶部Y坐标轴间距,防止数据无法显示
            plot.getRangeAxis().setLowerMargin(0.12);// 设置底部Y坐标轴间距
    
        }
    
        public static void main(String[] args) {
            Map<String, Double> map=new HashMap<String, Double>();
            map.put("冠心病", (double) 1000);
            map.put("脑卒中", (double) 700);
            map.put("肺结核", (double) 600);
            map.put("糖尿病", (double) 400);
            map.put("高血压", (double) 100);
            map.put("精神病", (double) 2000);
            createPiePort("慢病统计结果", map,"E:\\data\\aa.jpg");
    
            Map<String, Double> map1=new HashMap<String, Double>();
            //设置第一期的投票信息
            map1.put("2020-02-03", (double) 700);
            map1.put("2020-02-04", (double) 1000);
            map1.put("2020-02-05", (double) 600);
            map1.put("2020-02-06", (double) 400);
            map1.put("2020-02-07", (double) 4000);
            map1.put("2020-02-08", (double) 1200);
            map1.put("2020-02-09", (double) 800);
            createLinePort("近7日金额(日报)",map1,"日期","金额(元)","E:\\data\\bb.jpg");
    
            Map<String, Double> map2=new HashMap<String, Double>();
            map2.put("冠心病", (double) 1000);
            map2.put("脑卒中", (double) 700);
            map2.put("肺结核", (double) 600);
            map2.put("糖尿病", (double) 400);
            map2.put("高血压", (double) 100);
            map2.put("精神病", (double) 2000);
            createBarPort("慢病统计结果", map2,"E:\\data\\cc.jpg");
        }
    
    }
    

    二、echarts,这个需要依赖一些小工具phantomjs、echarts-convert

    phantomjs下载地址:https://phantomjs.org/download.html
    echarts-convert下载地址:https://gitee.com/saintlee/echartsconvert

    首先按照phantomjs文档配置环境变量,其次启动服务:

    phantomjs echarts-convert.js的路径 -s -p 端口号
    windows下实例:phantomjs echarts-convert.js -s -p 6666
    其他雷同

    这个地方注意下,很多文档直接带入参数或者json之类的来指定输入输出文件地址来生成,个人测试只有这种方式能够生成:phantomjs echarts-convert.js的路径 -infile 数据文件路径 -outfile 输出的文件路径

    另一个注意事项,echarts-convert下载后,不需要改动文件,不需要用jquery,什么都不要动。

    下面就可以愉快的开始了:

    说明:本文直接通过freemarker远程访问刚才的启动的服务端口来生成的图片
    以下内容转载地址: https://www.jianshu.com/p/dfc28fd7d786
    和原文有非常小的区别,比如文件存放路径之类的。

    1、pom.xml文件:

            <!--phantomjs服务端模式-->
            <dependency>
                <groupId>org.freemarker</groupId>
                <artifactId>freemarker</artifactId>
                <version>2.3.28</version>
            </dependency>
            <dependency>
                <groupId>org.apache.httpcomponents</groupId>
                <artifactId>httpclient</artifactId>
                <version>4.5.7</version>
            </dependency>
            <dependency>
                <groupId>com.alibaba</groupId>
                <artifactId>fastjson</artifactId>
                <version>1.2.56</version>
            </dependency>
    

    2、EchartsUtil.java 工具类

    package com.example.poiword.phantomjs;
    
    
    import java.io.IOException;
    import java.util.HashMap;
    import java.util.Map;
    
    import org.apache.http.client.ClientProtocolException;
    
    import com.alibaba.fastjson.JSON;
    import com.alibaba.fastjson.JSONObject;
    
    public class EchartsUtil {
        private static String url = "http://localhost:6666";
        private static final String SUCCESS_CODE = "1";
    
        public static String generateEchartsBase64(String option) throws ClientProtocolException, IOException {
            String base64 = "";
            if (option == null) {
                return base64;
            }
            option = option.replaceAll("\\s+", "").replaceAll("\"", "'");
    
            // 将option字符串作为参数发送给echartsConvert服务器
            Map<String, String> params = new HashMap<>();
            params.put("opt", option);
            String response = HttpUtil.post(url, params, "utf-8");
    
            // 解析echartsConvert响应
            JSONObject responseJson = JSON.parseObject(response);
            String code = responseJson.getString("code");
    
            // 如果echartsConvert正常返回
            if (SUCCESS_CODE.equals(code)) {
                base64 = responseJson.getString("data");
            }
            // 未正常返回
            else {
                String string = responseJson.getString("msg");
                throw new RuntimeException(string);
            }
    
            return base64;
        }
    }
    

    3、FreemarkerUtil.java

    package com.example.poiword.phantomjs;
    
    import java.io.File;
    import java.io.IOException;
    import java.io.StringWriter;
    import java.util.Map;
    
    import freemarker.template.Configuration;
    import freemarker.template.Template;
    import freemarker.template.TemplateException;
    
    public class FreemarkerUtil {
        private static final String path = FreemarkerUtil.class.getClassLoader().getResource("").getPath();
    
        public static String generateString(String templateFileName, String templateDirectory, Map<String, Object> datas)
                throws IOException, TemplateException {
            Configuration configuration = new Configuration(Configuration.VERSION_2_3_0);
    
            // 设置默认编码
            configuration.setDefaultEncoding("UTF-8");
    
            // 设置模板所在文件夹
            configuration.setDirectoryForTemplateLoading(new File(path + templateDirectory));
    
            // 生成模板对象
            Template template = configuration.getTemplate(templateFileName);
    
            // 将datas写入模板并返回
            try (StringWriter stringWriter = new StringWriter()) {
                template.process(datas, stringWriter);
                stringWriter.flush();
                return stringWriter.getBuffer().toString();
            }
        }
    }
    
    

    4、HttpUtil.java

    package com.example.poiword.phantomjs;
    
    import java.io.IOException;
    import java.util.ArrayList;
    import java.util.List;
    import java.util.Map;
    import java.util.Map.Entry;
    
    import org.apache.http.HttpEntity;
    import org.apache.http.NameValuePair;
    import org.apache.http.client.ClientProtocolException;
    import org.apache.http.client.entity.UrlEncodedFormEntity;
    import org.apache.http.client.methods.CloseableHttpResponse;
    import org.apache.http.client.methods.HttpPost;
    import org.apache.http.impl.client.CloseableHttpClient;
    import org.apache.http.impl.client.HttpClients;
    import org.apache.http.message.BasicNameValuePair;
    import org.apache.http.util.EntityUtils;
    
    public class HttpUtil {
    
        public static String post(String url, Map<String, String> params, String charset)
                throws ClientProtocolException, IOException {
            String responseEntity = "";
    
            // 创建CloseableHttpClient对象
            CloseableHttpClient client = HttpClients.createDefault();
    
            // 创建post方式请求对象
            HttpPost httpPost = new HttpPost(url);
    
            // 生成请求参数
            List<NameValuePair> nameValuePairs = new ArrayList<>();
            if (params != null) {
                for (Entry<String, String> entry : params.entrySet()) {
                    nameValuePairs.add(new BasicNameValuePair(entry.getKey(), entry.getValue()));
                }
            }
    
            // 将参数添加到post请求中
            httpPost.setEntity(new UrlEncodedFormEntity(nameValuePairs, charset));
    
            // 发送请求,获取结果(同步阻塞)
            CloseableHttpResponse response = client.execute(httpPost);
    
            // 获取响应实体
            HttpEntity entity = response.getEntity();
            if (entity != null) {
                // 按指定编码转换结果实体为String类型
                responseEntity = EntityUtils.toString(entity, charset);
            }
    
            // 释放资源
            EntityUtils.consume(entity);
            response.close();
    
            return responseEntity;
        }
    }
    

    5、option.ftl 这里可以根据官方文档来配置不同的图表

    {
        title: {
            text:'${title}',
            x:'middle',
            textAlign:'center'
        },
        xAxis: {
            type: 'category',
            data: ${categories}
        },
        yAxis: {
            type: 'value'
        },
        series: [{
            data: ${values},
            type: 'pie'
        }]
    }
    

    6、App.java

    package com.example.poiword.phantomjs;
    
    import com.alibaba.fastjson.JSON;
    import freemarker.template.TemplateException;
    import org.apache.http.client.ClientProtocolException;
    import sun.misc.BASE64Decoder;
    
    import java.io.FileOutputStream;
    import java.io.IOException;
    import java.io.OutputStream;
    import java.util.HashMap;
    
    /**
     * @program: poi-word
     * @description:
     * @author: sunhui
     * @create: 2020-08-26 11:24
     **/
    public class App {
        public static void main(String[] args) throws ClientProtocolException, IOException, TemplateException {
            // 变量
            String title = "水果";
            String[] categories = new String[] { "苹果", "香蕉", "西瓜" };
            int[] values = new int[] { 3, 2, 1 };
    
            // 模板参数
            HashMap<String, Object> datas = new HashMap<>();
            datas.put("categories", JSON.toJSONString(categories));
            datas.put("values", JSON.toJSONString(values));
            datas.put("title", title);
    
            // 生成option字符串
            String option = FreemarkerUtil.generateString("option.ftl", "/templates", datas);
    
            // 根据option参数
            String base64 = EchartsUtil.generateEchartsBase64(option);
    
            System.out.println("BASE64:" + base64);
            generateImage(base64, "E:\\echarts-back\\new1\\test-pie.png");
        }
    
        public static void generateImage(String base64, String path) throws IOException {
            BASE64Decoder decoder = new BASE64Decoder();
            try (OutputStream out = new FileOutputStream(path)){
                // 解密
                byte[] b = decoder.decodeBuffer(base64);
                for (int i = 0; i < b.length; ++i) {
                    if (b[i] < 0) {
                        b[i] += 256;
                    }
                }
                out.write(b);
                out.flush();
            }
        }
    }
    
    

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