Ankit
Member
- Joined
- Dec 16, 2020
- Messages
- 17
- Programming Experience
- 3-5
Hi, Below is the code I am trying to read a csv and trying to copy the file in a tabular storage, but I receive the error as "No header record found".
Below is sample csv which i am trying to read
Below is sample csv which i am trying to read
C#:
Sample CSv to be read:
PartitionKey;Time;RowKey;State;RPM;Distance;RespirationConfidence;HeartBPM
te123;2020-11-06T13:33:37.593Z;10;1;8;20946;26;815
te123;2020-11-06T13:33:37.593Z;4;2;79944;8;36635;6
te123;2020-11-06T13:33:37.593Z;3;3;80042;9;8774;5
te123;2020-11-06T13:33:37.593Z;1;4;0;06642;6925;37
te123;2020-11-06T13:33:37.593Z;6;5;04740;74753;94628;21
te123;2020-11-06T13:33:37.593Z;7;6;6;2;14;629
te123;2020-11-06T13:33:37.593Z;9;7;126;86296;9157;05
te123;2020-11-06T13:33:37.593Z;5;8;5;3;7775;08
te123;2020-11-06T13:33:37.593Z;2;9;44363;65;70;229
te123;2020-11-06T13:33:37.593Z;8;10;02;24666;2;2
C#:
public Type DataType
{
get
{
switch( Type.ToUpper() )
{
case "STRING":
return typeof(string);
case "INT":
return typeof( int );
case "BOOL":
case "BOOLEAN":
return typeof( bool );
case "FLOAT":
case "SINGLE":
case "DOUBLE":
return typeof( double );
case "DATETIME":
return typeof( DateTime );
default:
throw new NotSupportedException( $"CSVColumn data type '{Type}' not supported" );
}
}
}
// This is the method where the stream is passed and the error is received at line "csv.ReadHeader()"
private IEnumerable<Dictionary<string, EntityProperty>> ReadCSV(Stream source, IEnumerable<TableField> cols)
{
var size = source.Length;
source.Position = 0;
using (TextReader reader = new StreamReader(source, Encoding.UTF8))
{
var cache = new TypeConverterCache();
reader.ReadLine();
cache.AddConverter<float>(new CSVSingleConverter());
cache.AddConverter<double>(new CSVDoubleConverter());
var csv = new CsvReader(reader,
new CsvHelper.Configuration.CsvConfiguration(global::System.Globalization.CultureInfo.InvariantCulture)
{
Delimiter = ";",
HasHeaderRecord = true,
CultureInfo = global::System.Globalization.CultureInfo.InvariantCulture,
TypeConverterCache = cache
});
csv.Read();
csv.ReadHeader();
var map = (
from col in cols
from src in col.Sources()
let index = csv.GetFieldIndex(src, isTryGet: true)
where index != -1
select new { col.Name, Index = index, Type = col.DataType }).ToList();
while (csv.Read())
{
yield return map.ToDictionary(
col => col.Name,
col => EntityProperty.CreateEntityPropertyFromObject(csv.GetField(col.Type, col.Index)));
}
}
}
// This is the method from where the stream is being returned to ReadCsv() method above
public async Task<Stream> ReadStream(string containerName, string digestFileName, string fileName, string connectionString)
{
string data = string.Empty;
string fileExtension = Path.GetExtension(fileName);
var contents = await DownloadBlob(containerName, digestFileName, connectionString);
return contents;
}
// method where blob is read as stream
public async Task<Stream> DownloadBlob(string containerName, string fileName, string connectionString)
{
Microsoft.Azure.Storage.CloudStorageAccount storageAccount = Microsoft.Azure.Storage.CloudStorageAccount.Parse(connectionString);
CloudBlobClient serviceClient = storageAccount.CreateCloudBlobClient();
CloudBlobContainer container = serviceClient.GetContainerReference(containerName);
CloudBlockBlob blob = container.GetBlockBlobReference(fileName);
if (!blob.Exists())
{
throw new Exception($"Unable to upload data in table store for document");
}
return await blob.OpenReadAsync();
}
Last edited: