logo标签列表

如何在Java中按两列对CSV文件进行排序？

javasortingcsv
3

如何按两个列对CSV文件进行排序？目前我只能按一列进行排序。我需要按前两列进行排序。如何做到这一点？以下是我用于按第一列排序的代码：

import java.io.BufferedReader;
import java.io.FileReader;
import java.io.FileWriter;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.TreeMap;

public class Practice {
    public static void main(String[] args) throws Exception {
        BufferedReader reader = new BufferedReader(new FileReader("sample-input.csv"));
        Map<String, List<String>> map = new TreeMap<String, List<String>>();
        String line = reader.readLine();//read header
        while ((line = reader.readLine()) != null) {
            String key = getField(line);
            List<String> l = map.get(key);
            if (l == null) {
                l = new LinkedList<String>();
                map.put(key, l);
            }
            l.add(line);
        }

        reader.close();
        FileWriter writer = new FileWriter("output.csv");
        writer.write("Symbol, Exchange, Minimum, Average, Maximum, Total\n");
        for (List<String> list : map.values()) {
            for (String val : list) {
                writer.write(val);
                writer.write("\n");
            }
        }
        writer.close();
    }

    private static String getField(String line) {
        return line.split(",")[0];
        // extract value you want to sort on
    }
}

编辑：进行两列排序后的输出如下：

ABC,X,0.10,10
ABC,X,0.09,20
ABC,X,0.11,10
ABC,X,0.11,20
ABC,X,0.10,10
ABC,Y,0.09,10
ABC,Y,0.08,10
ABC,Z,0.12,15
ABC,Z,0.10,15
DEF,X,0.17,10
DEF,X,0.14,10
DEF,Y,0.15,15
DEF,Y,0.15,15
DEF,Y,0.17,15
DEF,Y,0.16,15
DEF,Y,0.17,15
DEF,Z,0.14,10
DEF,Z,0.15,10

我需要类似这样的输出：
ABC,X,0.09,0.11
ABC,X,0.09,0.11
ABC,X,0.09,0.11
ABC,X,0.09,0.11
ABC,X,0.09,0.11
ABC,Y,0.08,0.9
ABC,Y,0.08,0.9
ABC,Z,0.10,0.12
ABC,Z,0.10,0.12
DEF,X,0.14,0.17
DEF,X,0.14,0.17
DEF,Y,0.15,0.17
DEF,Y,0.15,0.17
DEF,Y,0.15,0.17
DEF,Y,0.15,0.17
DEF,Y,0.15,0.17
DEF,Z,0.14,0.15
DEF,Z,0.14,0.15

但是，我希望第三栏显示 X 值的最小值，然后是 Y 的最小值，最后是当前显示在第三栏的 Z 值。

2
使用适当的数据表示（即自定义类），一个List和一个在所需字段上工作的Comparator（使用Collections#sort）来进行排序。 - qqilihq
我同意。你应该将CSV文件解析为自定义类的实例，这些实例代表整体概念（股票报价？）。 - Code-Apprentice
对不起，我不知道如何做那个。 - Joseph Wong
1个回答
5

虽然通常创建适当的类作为领域表示是一个好主意，但在这种情况下，我不同意这些评论。

读取CSV并按（一个或多个）列的字符串内容排序是一种非常通用的操作。而且它与领域无关。

可以实现一个Comparator，它只选取List<String>中多个索引处的字符串，并按字典顺序比较这些索引处的值。使用此Comparator，可以对从CSV文件读取的任何List<List<String>>进行排序。

以下是一个简单的例子。它可用于基于任意列的字符串内容对任何 CSV 文件进行排序。

import java.io.BufferedReader;
import java.io.FileInputStream;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.io.OutputStream;
import java.io.OutputStreamWriter;
import java.io.Writer;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.Comparator;
import java.util.List;

public class MultiColumnCsvSort
{
    private static final String COLUMN_SEPARATOR = ",";

    public static void main(String[] args) throws Exception
    {
        InputStream inputStream = new FileInputStream("sample-input.csv");
        List<List<String>> lines = readCsv(inputStream);

        // Create a comparator that sorts primarily by column 0,
        // and if these values are equal, by column 2
        Comparator<List<String>> comparator = createComparator(0, 2);
        Collections.sort(lines, comparator);

        OutputStream outputStream = new FileOutputStream("output.csv");
        String header = "Symbol, Exchange, Minimum, Average, Maximum, Total";
        writeCsv(header, lines, outputStream);        
    }

    private static List<List<String>> readCsv(
        InputStream inputStream) throws IOException
    {
        BufferedReader reader = new BufferedReader(
            new InputStreamReader(inputStream));
        List<List<String>> lines = new ArrayList<List<String>>();

        // Skip header
        String line = reader.readLine();

        while (true)
        {
            line = reader.readLine();
            if (line == null)
            {
                break;
            }
            List<String> list = Arrays.asList(line.split(COLUMN_SEPARATOR));
            lines.add(list);
        }
        return lines;
    }

    private static void writeCsv(
        String header, List<List<String>> lines, OutputStream outputStream) 
        throws IOException
    {
        Writer writer = new OutputStreamWriter(outputStream);
        writer.write(header+"\n");
        for (List<String> list : lines)
        {
            for (int i = 0; i < list.size(); i++)
            {
                writer.write(list.get(i));
                if (i < list.size() - 1)
                {
                    writer.write(COLUMN_SEPARATOR);
                }
            }
            writer.write("\n");
        }
        writer.close();

    }

    private static <T extends Comparable<? super T>> Comparator<List<T>> 
        createComparator(int... indices)
    {
        return createComparator(MultiColumnCsvSort.<T>naturalOrder(), indices);
    }

    private static <T extends Comparable<? super T>> Comparator<T>
        naturalOrder()
    {
        return new Comparator<T>()
        {
            @Override
            public int compare(T t0, T t1)
            {
                return t0.compareTo(t1);
            }
        };
    }

    private static <T> Comparator<List<T>> createComparator(
        final Comparator<? super T> delegate, final int... indices)
    {
        return new Comparator<List<T>>()
        {
            @Override
            public int compare(List<T> list0, List<T> list1)
            {
                for (int i = 0; i < indices.length; i++)
                {
                    T element0 = list0.get(indices[i]);
                    T element1 = list1.get(indices[i]);
                    int n = delegate.compare(element0, element1);
                    if (n != 0)
                    {
                        return n;
                    }
                }
                return 0;
            }
        };
    }
}

几年后更新:

如果您想要更灵活地排序单个列，有不同的选项。哪一个是“最好”的很大程度上取决于您如何“组装”实际的比较器 -也就是说，您希望如何定义应该以什么顺序排序哪个列。但是这里展示了一个简单的例子：

import java.io.BufferedReader;
import java.io.FileInputStream;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.io.OutputStream;
import java.io.OutputStreamWriter;
import java.io.Writer;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.Comparator;
import java.util.List;

public class MultiColumnCsvSortExtended
{
    private static final String COLUMN_SEPARATOR = ",";

    public static void main(String[] args) throws Exception
    {
        InputStream inputStream = new FileInputStream("sample-input.csv");
        List<List<String>> lines = readCsv(inputStream);

        // Create a comparator that compares the elements from column 0,
        // in ascending order
        Comparator<List<String>> c0 = createAscendingComparator(0);

        // Create a comparator that compares the elements from column 2,
        // in descending order
        Comparator<List<String>> c1 = createDesendingComparator(2);

        // Create a comparator that compares primarily by using c0,
        // and secondarily by using c1
        Comparator<List<String>> comparator = createComparator(c0, c1);
        Collections.sort(lines, comparator);

        OutputStream outputStream = new FileOutputStream("output.csv");
        String header = "Symbol, Exchange, Minimum, Average";
        writeCsv(header, lines, outputStream);        
    }

    private static List<List<String>> readCsv(
        InputStream inputStream) throws IOException
    {
        BufferedReader reader = new BufferedReader(
            new InputStreamReader(inputStream));
        List<List<String>> lines = new ArrayList<List<String>>();

        String line = null;

        // Skip header
        line = reader.readLine();

        while (true)
        {
            line = reader.readLine();
            if (line == null)
            {
                break;
            }
            List<String> list = Arrays.asList(line.split(COLUMN_SEPARATOR));
            lines.add(list);
        }
        return lines;
    }

    private static void writeCsv(
        String header, List<List<String>> lines, OutputStream outputStream) 
        throws IOException
    {
        Writer writer = new OutputStreamWriter(outputStream);
        writer.write(header+"\n");
        for (List<String> list : lines)
        {
            for (int i = 0; i < list.size(); i++)
            {
                writer.write(list.get(i));
                if (i < list.size() - 1)
                {
                    writer.write(COLUMN_SEPARATOR);
                }
            }
            writer.write("\n");
        }
        writer.close();

    }

    @SafeVarargs
    private static <T> Comparator<T>
        createComparator(Comparator<? super T>... delegates)
    {
        return (t0, t1) -> 
        {
            for (Comparator<? super T> delegate : delegates)
            {
                int n = delegate.compare(t0, t1);
                if (n != 0)
                {
                    return n;
                }
            }
            return 0;
        };
    }

    private static <T extends Comparable<? super T>> Comparator<List<T>>
        createAscendingComparator(int index)
    {
        return createListAtIndexComparator(Comparator.naturalOrder(), index);
    }

    private static <T extends Comparable<? super T>> Comparator<List<T>>
        createDesendingComparator(int index)
    {
        return createListAtIndexComparator(Comparator.reverseOrder(), index);
    }

    private static <T> Comparator<List<T>>
        createListAtIndexComparator(Comparator<? super T> delegate, int index)
    {
        return (list0, list1) -> 
            delegate.compare(list0.get(index), list1.get(index));
    }

}
有没有办法读取整个文件，但只将前两列排序后写入输出文件，并将第三列的值单独写入单元格中？ - Joseph Wong
我不确定你所说的“在第三列的单元格中逐个编写值”是什么意思，但是：很容易修改writeCsv方法以接收一个int值的列表/数组，该值指示应编写哪些列，类似于createComparator方法中使用的final int... indices。我可以添加这样的方法，但类名最初是Practice，这表明自己尝试这个问题可能是一个好主意，并可能带着更具体的问题回来；-) - Marco13
如果我理解正确的话，您只需要添加进一步的排序条件。您可以更改我的示例中的调用为createComparator(0, 1, 2, 3);以按所有列的字典顺序进行排序。 - Marco13
@arvin_codeHunk 这个实现有很多自由度。我在答案中添加了一个示例更新。其他选项也是可能的。但通常，您可能会为所需的列创建某种比较器，然后将这些比较器组合成一个，仅使用其他比较器执行词典排序比较。 - Marco13
@arvin_codeHunk 抱歉，stackoverflow不是一个“支持论坛”。将给定的Java 8代码翻译成Java 7应该很容易。除此之外，如果您有具体问题，可以尝试单独提问（但要准备好被投票降低：问题“为什么我的代码不起作用”不是stackoverflow适当的问题）。 - Marco13
显示剩余4条评论
网页内容由stack overflow 提供, 点击上面的
可以查看英文原文，
原文链接