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我有一个非常大的文件需要处理(> 10 GB)。因此我使用StreamReaderand StreamWriter。我的文件包含 CSV 格式的一系列金融市场价格,如下所示:

Date,Time,Open,High,Low,Close,UpVol,DownVol

该文件包含多年的数据,我想每年创建一个文件,并删除最后两列。如果我将年份作为参数传递,我有一个脚本可以执行此操作。我想多次调用这个脚本,但它必须多次读取非常大的文件。因此,我只想读取一次文件,并将处理后的数据逐行动态地流式传输到不同的文件。这是我的单年脚本:

param ( 
    [String]$file=$(throw "Supply a file name to convert"),
    [String]$year
    );

$extension = [System.IO.Path]::GetExtension($file);
$outFile = $file.Substring(0, $file.LastIndexOf('.')) + "-" + $Year + $extension; 

$reader = [System.IO.File]::OpenText($file);
$writer = New-Object System.IO.StreamWriter $outFile;
$reader.ReadLine() > $null                          # skip first line (old header)
$writer.WriteLine("Date,Time,Open,High,Low,Close"); # write required header
while (($line = $reader.ReadLine()) -ne $null) {
    $data = $line.Split(",");
    if ($data[0] -match $year) {
        $writer.WriteLine($data[0] + "," + $data[1] + "," + $data[2] + "," + $data[3] + "," + $data[4] + "," + $data[5]);
    }
}
$reader.Close();
$writer.Close();

所以,我在想是否可以查看 $data[0] (日期),找到这样的年份:

$thisYear = $data[0].Split("/")[2];

然后StreamWriter为找到的每一年动态创建一个?我应该创建一个 StreamWriters 数组吗?问题是,在我阅读文件之前,我不知道文件中有多少年或哪些年。它必须“即时”完成。如果我正在阅读的文件包含十年的数据,我希望在最后创建十个流写入器,其中包含十个额外的文件,其中包含相应年份的数据。

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1 回答 1

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我建议使用哈希表来存储它们。然后,您只需搜索年份即可找到您的流媒体。尝试(未经测试):

param ( 
    [String]$file=$(throw "Supply a file name to convert")
    )

$extension = [System.IO.Path]::GetExtension($file) 
$writers = @{}

$reader = [System.IO.File]::OpenText($file)
$reader.ReadLine() > $null                          # skip first line (old header)
while (($line = $reader.ReadLine()) -ne $null) {
    $data = $line.Split(",")
    $thisYear = $data[0].Split("/")[2]

    #If new year(no writer available)
    if (!$writers.ContainsKey($thisYear)) {
        #Create writer
        $outFile = $file.Substring(0, $file.LastIndexOf('.')) + "-" + $thisYear + $extension
        $writer = New-Object System.IO.StreamWriter $outFile
        $writer.WriteLine("Date,Time,Open,High,Low,Close")
        $writers.Add($thisYear, $writer)
    }

    $writers[$thisYear].WriteLine($data[0] + "," + $data[1] + "," + $data[2] + "," + $data[3] + "," + $data[4] + "," + $data[5])
}
$reader.Close()
$writers.GetEnumerator() | % { $_.Value.Close() }
于 2013-02-08T14:46:09.550 回答