将数据从CSV读取到.net DataTable

时间:2010-12-07 13:21:49

标签: .net csv datatable import-from-csv

我有一个要求,我必须从存储在我的磁盘中的CSV文件中读取数据,并将CSV中的所有数据放入.Net DataTable。

我该怎么做?

4 个答案:

答案 0 :(得分:0)

微软论坛上有a thread about this,它使用CSV文件的数据连接字符串,这可能是最简单/最快捷的方式。

或者,您可以一次读取一行文件并为每行创建一个DataRow,并将其添加到DataTable中。这是更多的手工工作,可能需要您对文件(列数,列名,数据类型等)做出假设,但如果只是一个已知文件那么这应该不是一个大问题。

答案 1 :(得分:0)

FastCsvReader on code-project做得非常好; IIRC应该是:

var table = new DataTable();
using(var reader = new CsvReader(path)) {
    table.Load(reader);
}

(但那是来自记忆)

答案 2 :(得分:0)

试试Filehelpers。它将帮助您将数据导入数据表以及强类型对象

答案 3 :(得分:0)

下面我写了五个方法,将Csv文件转换为DataTable。

它们的设计考虑了可选的引号(例如“符号”),并且在不使用其他库的情况下尽可能多样化:

    public static DataTable GetDataTabletFromCSVFile(string filePath, bool isHeadings)
    {
        DataTable MethodResult = null;
        try
        {
            using (TextFieldParser TextFieldParser = new TextFieldParser(filePath))
            {
                if (isHeadings)
                {
                    MethodResult = GetDataTableFromTextFieldParser(TextFieldParser);

                }
                else
                {
                    MethodResult = GetDataTableFromTextFieldParserNoHeadings(TextFieldParser);

                }

            }

        }
        catch (Exception ex)
        {
            ex.HandleException();
        }
        return MethodResult;
    }

    public static DataTable GetDataTableFromCsvString(string csvBody, bool isHeadings)
    {
        DataTable MethodResult = null;
        try
        {
            MemoryStream MemoryStream = new MemoryStream();


            StreamWriter StreamWriter = new StreamWriter(MemoryStream);

            StreamWriter.Write(csvBody);

            StreamWriter.Flush();


            MemoryStream.Position = 0;


            using (TextFieldParser TextFieldParser = new TextFieldParser(MemoryStream))
            {
                if (isHeadings)
                {
                    MethodResult = GetDataTableFromTextFieldParser(TextFieldParser);

                }
                else
                {
                    MethodResult = GetDataTableFromTextFieldParserNoHeadings(TextFieldParser);

                }

            }

        }
        catch (Exception ex)
        {
            ex.HandleException();
        }
        return MethodResult;
    }

    public static DataTable GetDataTableFromRemoteCsv(string url, bool isHeadings)
    {
        DataTable MethodResult = null;
        try
        {
            HttpWebRequest httpWebRequest = (HttpWebRequest)WebRequest.Create(url);
            HttpWebResponse httpWebResponse = (HttpWebResponse)httpWebRequest.GetResponse();

            StreamReader StreamReader = new StreamReader(httpWebResponse.GetResponseStream());

            using (TextFieldParser TextFieldParser = new TextFieldParser(StreamReader))
            {
                if (isHeadings)
                {
                    MethodResult = GetDataTableFromTextFieldParser(TextFieldParser);

                }
                else
                {
                    MethodResult = GetDataTableFromTextFieldParserNoHeadings(TextFieldParser);

                }

            }

        }
        catch (Exception ex)
        {
            ex.HandleException();
        }
        return MethodResult;
    }


    private static DataTable GetDataTableFromTextFieldParser(TextFieldParser textFieldParser)
    {
        DataTable MethodResult = null;
        try
        {
            textFieldParser.SetDelimiters(new string[] { "," });

            textFieldParser.HasFieldsEnclosedInQuotes = true;


            string[] ColumnFields = textFieldParser.ReadFields();

            DataTable dt = new DataTable();

            foreach (string ColumnField in ColumnFields)
            {
                DataColumn DataColumn = new DataColumn(ColumnField);

                DataColumn.AllowDBNull = true;

                dt.Columns.Add(DataColumn);

            }


            while (!textFieldParser.EndOfData)
            {
                string[] Fields = textFieldParser.ReadFields();


                for (int i = 0; i < Fields.Length; i++)
                {
                    if (Fields[i] == "")
                    {
                        Fields[i] = null;

                    }

                }

                dt.Rows.Add(Fields);

            }

            MethodResult = dt;

        }
        catch (Exception ex)
        {
            ex.HandleException();
        }
        return MethodResult;
    }

    private static DataTable GetDataTableFromTextFieldParserNoHeadings(TextFieldParser textFieldParser)
    {
        DataTable MethodResult = null;
        try
        {
            textFieldParser.SetDelimiters(new string[] { "," });

            textFieldParser.HasFieldsEnclosedInQuotes = true;

            bool FirstPass = true;

            DataTable dt = new DataTable();

            while (!textFieldParser.EndOfData)
            {
                string[] Fields = textFieldParser.ReadFields();

                if(FirstPass)
                {
                    for (int i = 0; i < Fields.Length; i++)
                    {
                        DataColumn DataColumn = new DataColumn("Column " + i);

                        DataColumn.AllowDBNull = true;

                        dt.Columns.Add(DataColumn);

                    }

                    FirstPass = false;

                }

                for (int i = 0; i < Fields.Length; i++)
                {
                    if (Fields[i] == "")
                    {
                        Fields[i] = null;

                    }

                }

                dt.Rows.Add(Fields);

            }

            MethodResult = dt;

        }
        catch (Exception ex)
        {
            ex.HandleException();
        }
        return MethodResult;
    }

如果像我一样,您正在保存报告服务,那么您应该像这样使用它:

    Warning[] warnings;
    string[] streamids;
    string mimeType;
    string encoding;
    string filenameExtension;

    byte[] bytes = rvMain.ServerReport.Render("csv", null, out mimeType, out encoding, out filenameExtension, out streamids, out warnings);

    string CsvBody = System.Text.Encoding.UTF8.GetString(bytes);

    DataTable dt = GetDataTableFromCsvString(CsvBody,true);

否则,您只需要:

    bool IsHeadings = true; //Does the data include a heading row?

    DataTable dt = GetDataTableFromCsvString(CsvBody, IsHeadings);

或直接从csv文件中使用

    bool IsHeadings = true; //Does the data include a heading row?

    DataTable dt = GetDataTabletFromCsvFile(FilePath, IsHeadings)

或者使用远程存储的csv文件

    bool IsHeadings = true; //Does the data include a heading row?

    DataTable dt = GetDataTabletFromRemoteCsv(Url, IsHeadings)