C#•6mo ago

Kusto Ingestion queue

Hey all, wondering if anyone knows this: I'm trying to queue a list of models into a kusto cluster (ADX) and I figured I could basically turn each of these data models into a string and queue from MemoryStream, though I do realize that might not be optimal for the system. Adding to queue from a local database might be better but that creates other latency issues that I wish to avoid. So for now the memorystream is my to-go option. However... I would need to know if I can queue all items in one go? Like for example:

foreach (T model in models) {
  stringStream.Append($"[{model.ToString}]");
}

foreach (T model in models) {
  stringStream.Append($"[{model.ToString}]");
}

Where I have overwrite ToString() on the models that look like:

public override ToString() {
  return $"{prop1},{prop2},...";
}

public override ToString() {
  return $"{prop1},{prop2},...";
}

Is this the right way to do this? or should I queue all items individually?

1 Reply

malkavOP•6mo ago

To note, this is my current Create method (called Queue)

public async Task<string> Queue<T>(IEnumerable<T> models)
{
  using (IDataReader? response = await _kustoClient.ExecuteQueryAsync(_database, $"{_table} | count", null))
  {
    Console.WriteLine("\nNumber of rows in " + _table + " BEFORE ingestion:");
    PrintResultsAsValueList(response);
  }

  foreach (T model in models)
  {
    Console.WriteLine("\nIngesting data from stream of models");
    MemoryStream stream = new(System.Text.Encoding.UTF8.GetBytes(model.ToString()));
    _ = await _kustoIngestClient
      .IngestFromStreamAsync(stream, _ingestProps, new StreamSourceOptions { Size = stream.Length });
      
    Console.WriteLine("\nWaiting 30 seconds for ingestion to complete");
    Thread.Sleep(TimeSpan.FromSeconds(30));

    using (IDataReader? response = await _kustoClient.ExecuteQueryAsync(_database, $"{_table} | count", null))
    {
      Console.WriteLine("\nNumber of rows in " + _table + " AFTER ingestion:");
      PrintResultsAsValueList(response);    
    }
  }
        
  using (IDataReader? response = await _kustoClient.ExecuteQueryAsync(_database,
    $"{_table} | top {models.Count()} by ingestion_time()", null))
  {
    Console.WriteLine($"\nLast {models.Count()} ingested rows:");
    PrintResultsAsValueList(response);
  }

  return "";
}

public async Task<string> Queue<T>(IEnumerable<T> models)
{
  using (IDataReader? response = await _kustoClient.ExecuteQueryAsync(_database, $"{_table} | count", null))
  {
    Console.WriteLine("\nNumber of rows in " + _table + " BEFORE ingestion:");
    PrintResultsAsValueList(response);
  }

  foreach (T model in models)
  {
    Console.WriteLine("\nIngesting data from stream of models");
    MemoryStream stream = new(System.Text.Encoding.UTF8.GetBytes(model.ToString()));
    _ = await _kustoIngestClient
      .IngestFromStreamAsync(stream, _ingestProps, new StreamSourceOptions { Size = stream.Length });
      
    Console.WriteLine("\nWaiting 30 seconds for ingestion to complete");
    Thread.Sleep(TimeSpan.FromSeconds(30));

    using (IDataReader? response = await _kustoClient.ExecuteQueryAsync(_database, $"{_table} | count", null))
    {
      Console.WriteLine("\nNumber of rows in " + _table + " AFTER ingestion:");
      PrintResultsAsValueList(response);    
    }
  }
        
  using (IDataReader? response = await _kustoClient.ExecuteQueryAsync(_database,
    $"{_table} | top {models.Count()} by ingestion_time()", null))
  {
    Console.WriteLine($"\nLast {models.Count()} ingested rows:");
    PrintResultsAsValueList(response);
  }

  return "";
}

and what's more, does the MemoryStream dispose of the used memory after usage in the query? or do I have to dispose of that memory myself still?

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Kusto Ingestion queue