用c#从CSV文件创建JSON
本文关键字:文件创建 JSON CSV | 更新日期: 2023-09-27 18:07:18
首先,我很抱歉,因为这将是一个"如何"的问题,而不是一个技术问题。我有一个CSV文件如下-
London,Dubai,4
Dubai,Mumbai,8
Dubai,Dhaka,4
现在我的计划是从该CSV创建一个JSON对象,格式如下-
[
{
"From": "London",
"To": "Dubai",
"Duration": 4
},
{
"From": "Dubai",
"To": "Mumbai",
"Duration": 8
},
{
"From": "Dubai",
"To": "Dhaka",
"Duration": 4
},
]
我该怎么做呢?目前我可以使用OpenFileDialog
加载CSV,但不知道我还应该做些什么来完成它?使用模型类?JSON.Net ?请建议我和一些代码样本将不胜感激!
您可以将csv记录添加到List<T>
中,然后使用Newtonsoft对其进行序列化。Json来获取所需的Json对象。请看下面的例子:
class Program
{
static void Main(string[] args)
{
string[] csv = new[] { "London,Dubai,4", "Dubai,Mumbai,8", "Dubai,Dhaka,4" };
List<model> list = new List<model>();
foreach (var item in csv)
{
string[] fields = item.Split(',');
list.Add(new model
{
From = fields[0],
To = fields[1],
Duration = fields[2]
});
}
var json = JsonConvert.SerializeObject(list);
Console.WriteLine(json);
Console.ReadLine();
}
}
public class model
{
public string From { get; set; }
public string To { get; set; }
public string Duration { get; set; }
}
可以使用Microsoft.VisualBasic.FileIO
命名空间中的TextFieldParser
和Microsoft.VisualBasic.dll
程序集来解析CSV文件。尽管这个类的名字是VisualBasic
,但它在c#中是完全可用的。
public static class TextFieldParserExtensions
{
public static IEnumerable<string []> ReadAllFields(this TextFieldParser parser)
{
if (parser == null)
throw new ArgumentNullException();
while (!parser.EndOfData)
yield return parser.ReadFields();
}
}
现在可以使用LINQ将每个CSV行转换为匿名或命名类型以进行序列化,如下所示:
var csv = @"London,Dubai,4
Dubai,Mumbai,8
Dubai,Dhaka,4";
string json;
using (var stream = new StringReader(csv))
using (TextFieldParser parser = new TextFieldParser(stream))
{
parser.SetDelimiters(new string[] { "," });
var query = parser.ReadAllFields()
.Select(a => new { From = a[0], To = a[1], Duration = int.Parse(a[2]) });
json = new JavaScriptSerializer().Serialize(query);
}
这里我使用JavaScriptSerializer
,但相同的代码可以与json.net使用
json = JsonConvert.SerializeObject(query, Formatting.Indented);
确保在关闭TextFieldParser
之前评估查询
我相信这应该适用于所有不同类型的。csv文件
注释在代码
public class Program
{
public static void Main(string[] args)
{
var list = new List<Dictionary<string, string>>();
Console.WriteLine("Put in the path to your .csv file");
var response1 = Console.ReadLine();
Console.WriteLine("Initializing...");
// Read All of the lines in the .csv file
var csvFile = File.ReadAllLines(response1);
// Get The First Row and Make Those You Field Names
var fieldNamesArray = csvFile.First().Split(',');
// Get The Amount Of Columns In The .csv
// Do the -1 so you can use it for the indexer below
var fieldNamesIndex = fieldNamesArray.Count() - 1;
// Skip The First Row And Create An IEnumerable Without The Field Names
var csvValues = csvFile.Skip(1);
// Iterate Through All Of The Records
foreach (var item in csvValues)
{
var newDiction = new Dictionary<string, string>();
for (int i = 0; i < fieldNamesIndex;)
{
foreach (var field in item.Split(','))
{
// Think Of It Like This
// Each Record Is Technically A List Of Dictionary<string, string>
// Because When You Split(',') you have a string[]
// Then you iterate through that string[]
// So there is your value but now you need the field name to show up
// That is where the Index will come into play demonstrated below
// The Index starting at 0 is why I did the -1 on the fieldNamesIndex variable above
// Because technically if you count the fields below its actually 6 elements
//
// 0,1,2,3,4,5 These Are The Field Names
// 0,1,2,3,4,5 These Are The Values
// 0,1,2,3,4,5
//
// So what this is doing is int i is starting at 0 for each record
// As long as i is less than fieldNamesIndex
// Then split the record so you have all of the values
// i is used to find the fieldName in the fieldNamesArray
// Add that to the Dictionary
// Then i is incremented by 1
// Add that Dictionary to the list once all of the values have been added to the dictionary
//
// Add the field name at the specified index and the field value
newDiction.Add(fieldNamesArray.ElementAt(i++), field);
}
list.Add(newDiction);
}
}
Console.WriteLine("Would You Like To Convert To Json Now?");
Console.WriteLine("[y] or [n]");
var response = Console.ReadLine();
if (response == "y")
{
Console.WriteLine("Where Do You Want The New File?");
var response2 = Console.ReadLine();
// Serialize the list into your Json
var json = JsonConvert.SerializeObject(list);
File.Create(response2).Dispose();
File.AppendAllText(response2, json);
Console.WriteLine(json);
Console.ReadLine();
}
else
{
Console.WriteLine("Ok See You Later");
Console.ReadLine();
}
}
}