将CSV文件中的数据读入ArrayList并以XY图表显示

时间:2017-07-18 12:08:06

标签: java arraylist charts jfreechart

我想随着时间的推移显示温度曲线。我现在读了一个与CSV类似的文件,让我知道时间和指示的温度。现在我想使用JFreeChart从值中显示XY图。 该文件的原始数据如下所示:

utc,local,celsius
2017-07-12T07:02:53+00:00,2017-07-12T09:02:53+02:00,26.25
2017-07-12T08:02:54+00:00,2017-07-12T10:02:54+02:00,26.08
2017-07-12T09:02:55+00:00,2017-07-12T11:02:55+02:00,25.78
2017-07-12T10:02:56+00:00,2017-07-12T12:02:56+02:00,25.96
2017-07-12T10:51:02+00:00,2017-07-12T12:51:02+02:00,26.14
2017-07-12T10:51:02+00:00,2017-07-12T12:51:02+02:00,26.14

时间和时间的输出温度值(我已经与原始文件分开)看起来像:

09:02:53,26.25
10:02:54,26.08
11:02:55,25.78
12:02:56,25.96
12:51:02,26.14
12:51:02,26.14

编辑: 现在我在Trashgod的示例中插入了一个DateTimeFormatter: 它看起来像:

public class Test {
public static void main(String[] args) {
    EventQueue.invokeLater(() -> {
        ApplicationFrame frame = new ApplicationFrame("CSVTest");
        Test test = new Test();
        frame.add(test.createChart("Temperature profile"));
        frame.pack();
        frame.setLocationRelativeTo(null);;
        frame.setVisible(true);
    });
}

private ChartPanel createChart(String chartTitle) {
    JFreeChart chart = ChartFactory.createTimeSeriesChart(chartTitle,
        "Time", "Temperature", createDataset(), true, true, false);
    ChartPanel chartPanel = new ChartPanel(chart);
    XYPlot plot = chart.getXYPlot();
    DateAxis domain = (DateAxis) plot.getDomainAxis();
    domain.setDateFormatOverride(DateFormat.getDateInstance());
    plot.setBackgroundPaint(Color.WHITE);
    return chartPanel;
}


    private XYDataset createDataset() {
    TimeSeries series = new TimeSeries("Temperature");
    TimeSeriesCollection dataset = new TimeSeriesCollection(series);
    try (FileReader fr = new FileReader("TestCSV.csv");
        BufferedReader br = new BufferedReader(fr)) {
        String line;
        br.readLine();
        while ((line = br.readLine()) != null) {
            String[] split = line.split(",");

           System.out.println(ZonedDateTime.parse(split[1]).format(DateTimeFormatter.ISO_LOCAL_TIME)  + "," +split[2]);
           ZonedDateTime zdt = ZonedDateTime.of(LocalDate.now(),LocalTime.parse(split[0]), ZoneId.systemDefault());
           String s = ZonedDateTime.parse(split[0]).format(DateTimeFormatter.ISO_LOCAL_TIME);

           Second second =  new Second(Date.from(zdt.toInstant()));
           series.add(second, Double.valueOf(split[1]));
        }
    } catch (IOException | SeriesException e) {
        System.err.println("Error: " + e);
    }
    return dataset;
}

“CSV”类文件的第一行仍显示09:02:53,26.25 然后我得到一个DateTimeParseException:文本'2017-07-12T09:02:53 + 02:00'无法在索引2解析

Exception in thread "AWT-EventQueue-0" java.time.format.DateTimeParseException: Text '2017-07-12T07:02:53+00:00' could not be parsed at index 2
at java.time.format.DateTimeFormatter.parseResolved0(Unknown Source)
at java.time.format.DateTimeFormatter.parse(Unknown Source)
at java.time.LocalTime.parse(Unknown Source)
at java.time.LocalTime.parse(Unknown Source)
at org.jfree.chart.demo.Test.createDataset(Test.java:63)
at org.jfree.chart.demo.Test.createChart(Test.java:43)
at org.jfree.chart.demo.Test.lambda$0(Test.java:34)

为什么不能读取或显示文件的其余部分? (“System.out.println()”应仅作为最后的控件)。 DateTimeFomatter是正确的,不是吗?

通过您的方法,我在本地制作的时间不会更进一步。该程序无法翻译。我做错了什么?如果直接输出

,它怎么能工作
09:02:53,26.25
10:02:54,26.08
11:02:55,25.78
12:02:56,25.96
12:51:02,26.14
12:51:02,26.14

显示在图表中?我认为分裂和变换就像我做的那样好,不是吗?现在我在代码中有setDateFormatOverride(),但错误信息以及输出保持不变。

1 个答案:

答案 0 :(得分:1)

显而易见的几个问题:

  • 您永远不会向lines添加任何内容;至少,你需要这样的东西:

    lines.add(line);
    
  • 考虑创建时间序列,而不是ChartFactory.createXYLineChart()

    ChartFactory.createTimeSeriesChart(…)
    
  • XYDataset返回的createDataset()应该是TimeSeriesCollection,您可以添加TimeSeries

  • createDataset()中,迭代lines,解析数据字段,并将值添加到TimeSeries

  • 给出的时间值最接近LocalTime建模,但TimeSeries期望由add()RegularTimePeriod定义的double坐标;有关下面显示的转化,请参阅Legacy Date-Time Code

  • 请注意,TimeSeries会因重复的域值而引发SeriesException;因此,四条线中只有三条输入空气样本。

  • 取代替换工厂提供的XYLineAndShapeRenderer,获取对它的引用以供稍后修改。

  • 使用here显示的方法之一更改图表的大小。

  • 避免扩展顶级容器行ApplicationFrame

  • event dispatch thread上构建和操作仅的Swing GUI对象。

  • 使用try-with-resources statement确保在语句结束时关闭每个资源。

  • 由于actual data包含ISO 8601个日期,ZonedDateTime.parse()可以直接使用;使用setDateFormatOverride()格式化日期轴标签;以下示例以ISO 8601格式指定UTC时区,以便于比较;注释掉setDateFormatOverride()的来电,查看当地时区的时间。

image

import java.awt.Color;
import java.awt.EventQueue;
import java.io.BufferedReader;
import java.io.FileReader;
import java.io.IOException;
import java.text.SimpleDateFormat;
import java.time.ZonedDateTime;
import java.util.Date;
import java.util.TimeZone;
import org.jfree.chart.ChartFactory;
import org.jfree.chart.ChartPanel;
import org.jfree.chart.JFreeChart;
import org.jfree.chart.axis.DateAxis;
import org.jfree.chart.plot.XYPlot;
import org.jfree.chart.renderer.xy.XYLineAndShapeRenderer;
import org.jfree.data.general.SeriesException;
import org.jfree.data.time.Second;
import org.jfree.data.time.TimeSeries;
import org.jfree.data.time.TimeSeriesCollection;
import org.jfree.data.xy.XYDataset;
import org.jfree.ui.ApplicationFrame;

/** @see https://stackoverflow.com/a/45173688/230513 */
public class CSVTest {

    public static void main(String[] args) {
        EventQueue.invokeLater(() -> {
            ApplicationFrame frame = new ApplicationFrame("CSVTest");
            CSVTest test = new CSVTest();
            frame.add(test.createChart("Temperature profile"));
            frame.pack();
            frame.setLocationRelativeTo(null);;
            frame.setVisible(true);
        });
    }

    private ChartPanel createChart(String chartTitle) {
        JFreeChart chart = ChartFactory.createTimeSeriesChart(chartTitle,
            "Time", "Temperature", createDataset(), true, true, false);
        ChartPanel chartPanel = new ChartPanel(chart);
        XYPlot plot = chart.getXYPlot();
        plot.setBackgroundPaint(Color.WHITE);
        XYLineAndShapeRenderer r = (XYLineAndShapeRenderer) plot.getRenderer();
        r.setBaseShapesVisible(true);
        DateAxis axis = (DateAxis) plot.getDomainAxis();
        SimpleDateFormat df = new SimpleDateFormat("HH:mm:ssX");
        df.setTimeZone(TimeZone.getTimeZone("UTC"));
        axis.setDateFormatOverride(df);
        return chartPanel;
    }

    private XYDataset createDataset() {
        TimeSeries series = new TimeSeries("Temperature");
        TimeSeriesCollection dataset = new TimeSeriesCollection(series);
        try (FileReader fr = new FileReader("temp.csv");
            BufferedReader br = new BufferedReader(fr)) {
            String line;
            while ((line = br.readLine()) != null) {
                String[] s = line.split(",");
                ZonedDateTime zdt = ZonedDateTime.parse(s[0]);
                Second second = new Second(Date.from(zdt.toInstant()));
                series.add(second, Double.valueOf(s[2]));
            }
        } catch (IOException | SeriesException e) {
            System.err.println("Error: " + e);
        }
        return dataset;
    }
}