LUIS Programmatic APIs v3.0-preview

This API is currently available in:

  • Australia East - australiaeast.api.cognitive.microsoft.com
  • West Europe - westeurope.api.cognitive.microsoft.com
  • West US - westus.api.cognitive.microsoft.com

train - Get version training status

Gets the training status of all models (intents and entities) for the specified LUIS app. You must call the train API to train the LUIS app before you call this API to get training status.

Select the testing console in the region where you created your resource:

West US West US 2 East US East US 2 West Central US South Central US West Europe North Europe Southeast Asia East Asia Australia East Brazil South Canada Central Central India UK South Japan East Central US France Central Korea Central Japan West North Central US South Africa North

Request URL

Request parameters

string

Format - guid. The application ID.

string

The task version ID.

Request headers

string
Subscription key which provides access to this API. Found in your Cognitive Services accounts.

Request body

Response 200

A successful response provides an array of training status details for a LUIS app. Each element in the response array provides training status for a model (intent or entity).

Note: Training status is not provided for prebuilt entities because they are pretrained.

The modelId property corresponds to an intent or entity. To get the name and type of each model, use the models API which has a request URL in this format:

  • https://westus.api.cognitive.microsoft.com/luis/api/v2.0/apps//versions//models

The details property for each model can contain the following fields:

  • statusId :An integer from 0 to 3 that corresponds to the value of the status field.

  • status: A string with one of the following values:

    • Success

    • UpToDate

    • InProgress

    • Fail

      • If the status is 'Fail', the failureReason property provides the reason for failure.

  • exampleCount: The number of examples used for training. In the case of the None intent or prebuilt domain intents and entities, this number includes examples provided internally by the system as well as examples you added to your LUIS app.

  • failureReason: A string that indicates the reason training failed. The value 'FewLabels' means that no labeled examples were provided for training.

  • trainingDateTime: A string indicating the time the model was last trained. The value uses the ISO 8601 format for representing times in UTC (Coordinated Universal Time) with a UTC designator ('Z'), for example: '2017-08-10T01:08:34Z

[
  {
    "modelId": "f9b00d5b-1f2d-421e-bc99-5ff192d0b998",
    "details": {
      "statusId": 3,
      "status": "InProgress",
      "exampleCount": 0
    }
  },
  {
    "modelId": "51403af3-5342-4926-abaa-91172a42e075",
    "details": {
      "statusId": 2,
      "status": "UpToDate",
      "exampleCount": 12,
      "trainingDateTime": "2017-01-31T21:42:02Z"
    }
  },
  {
    "modelId": "b4cf6402-dc79-4ca3-8666-b0007337e92b",
    "details": {
      "statusId": 1,
      "status": "Fail",
      "exampleCount": 12,
      "failureReason": "FewLabels"
    }
  },
  {
    "modelId": "e8e3135a-acd9-4164-a65c-e2fedbe78cfa",
    "details": {
      "statusId": 3,
      "status": "InProgress",
      "exampleCount": 0
    }
  },
  {
    "modelId": "3291fac9-6368-4c87-9562-e78cae0fa7c6",
    "details": {
      "statusId": 0,
      "status": "Success",
      "exampleCount": 12,
      "trainingDateTime": "2017-01-31T21:42:02Z"
    }
  },
  {
    "modelId": "a193efac-ab02-49d7-b005-ee717d45c4f1",
    "details": {
      "statusId": 3,
      "status": "InProgress",
      "exampleCount": 0
    }
  }
]

Response 400

This response can occur for any of the following reasons:

  • You need to submit a training request before you request training status.
  • The format of appId is incorrect.
  • The value of appId is incorrect.
  • The value of versionId is incorrect.

If you need to submit a training request before you request training status:

{
  "error": {
    "code": "BadArgument",
    "message": "Training request is required before getting training status"
  }
}

If the format of appId is incorrect:
{
  "error": {
    "code": "BadArgument",
    "message": "Value cannot be null. Parameter name: source"
  }
}

If the value of appId is incorrect:
{
  "error": {
    "code": "BadArgument",
    "message": "Cannot find an application with the specified ID"
  }
}

If versionId is incorrect:

{
  "error": {
    "code": "BadArgument",
    "message": "Cannot find a task with the specified version ID"
  }
}

Response 401

You do not have access.

Reasons can include:

  • used endpoint subscription key, instead of authoring key
  • invalid, malformed, or empty authoring key
  • authoring key doesn't match region
  • you are not the owner or collaborator
  • invalid order of API calls

{
  "statusCode": 401,
  "message": "Access denied due to invalid subscription key. Make sure to provide a valid key for an active subscription."
}

Response 429

Rate limit is exceeded.

Response 403

Total monthly key quota limit exceeded

Code samples

@ECHO OFF

curl -v -X GET "https://francecentral.api.cognitive.microsoft.com/luis/authoring/v3.0-preview/apps/{appId}/versions/{versionId}/train"
-H "Ocp-Apim-Subscription-Key: {subscription key}"

--data-ascii "{body}" 

using System;
using System.Net.Http.Headers;
using System.Text;
using System.Net.Http;
using System.Web;

namespace CSHttpClientSample
{
    static class Program
    {
        static void Main()
        {
            MakeRequest();
            Console.WriteLine("Hit ENTER to exit...");
            Console.ReadLine();
        }
        
        static async void MakeRequest()
        {
            var client = new HttpClient();
            var queryString = HttpUtility.ParseQueryString(string.Empty);

            // Request headers
            client.DefaultRequestHeaders.Add("Ocp-Apim-Subscription-Key", "{subscription key}");

            var uri = "https://francecentral.api.cognitive.microsoft.com/luis/authoring/v3.0-preview/apps/{appId}/versions/{versionId}/train?" + queryString;

            var response = await client.GetAsync(uri);
        }
    }
}	
// // This sample uses the Apache HTTP client from HTTP Components (http://hc.apache.org/httpcomponents-client-ga/)
import java.net.URI;
import org.apache.http.HttpEntity;
import org.apache.http.HttpResponse;
import org.apache.http.client.HttpClient;
import org.apache.http.client.methods.HttpGet;
import org.apache.http.client.utils.URIBuilder;
import org.apache.http.impl.client.HttpClients;
import org.apache.http.util.EntityUtils;

public class JavaSample 
{
    public static void main(String[] args) 
    {
        HttpClient httpclient = HttpClients.createDefault();

        try
        {
            URIBuilder builder = new URIBuilder("https://francecentral.api.cognitive.microsoft.com/luis/authoring/v3.0-preview/apps/{appId}/versions/{versionId}/train");


            URI uri = builder.build();
            HttpGet request = new HttpGet(uri);
            request.setHeader("Ocp-Apim-Subscription-Key", "{subscription key}");


            // Request body
            StringEntity reqEntity = new StringEntity("{body}");
            request.setEntity(reqEntity);

            HttpResponse response = httpclient.execute(request);
            HttpEntity entity = response.getEntity();

            if (entity != null) 
            {
                System.out.println(EntityUtils.toString(entity));
            }
        }
        catch (Exception e)
        {
            System.out.println(e.getMessage());
        }
    }
}


<!DOCTYPE html>
<html>
<head>
    <title>JSSample</title>
    <script src="http://ajax.googleapis.com/ajax/libs/jquery/1.9.0/jquery.min.js"></script>
</head>
<body>

<script type="text/javascript">
    $(function() {
        var params = {
            // Request parameters
        };
      
        $.ajax({
            url: "https://francecentral.api.cognitive.microsoft.com/luis/authoring/v3.0-preview/apps/{appId}/versions/{versionId}/train?" + $.param(params),
            beforeSend: function(xhrObj){
                // Request headers
                xhrObj.setRequestHeader("Ocp-Apim-Subscription-Key","{subscription key}");
            },
            type: "GET",
            // Request body
            data: "{body}",
        })
        .done(function(data) {
            alert("success");
        })
        .fail(function() {
            alert("error");
        });
    });
</script>
</body>
</html>

#import <Foundation/Foundation.h>

int main(int argc, const char * argv[])
{
    NSAutoreleasePool * pool = [[NSAutoreleasePool alloc] init];
    
    NSString* path = @"https://francecentral.api.cognitive.microsoft.com/luis/authoring/v3.0-preview/apps/{appId}/versions/{versionId}/train";
    NSArray* array = @[
                         // Request parameters
                         @"entities=true",
                      ];
    
    NSString* string = [array componentsJoinedByString:@"&"];
    path = [path stringByAppendingFormat:@"?%@", string];

    NSLog(@"%@", path);

    NSMutableURLRequest* _request = [NSMutableURLRequest requestWithURL:[NSURL URLWithString:path]];
    [_request setHTTPMethod:@"GET"];
    // Request headers
    [_request setValue:@"{subscription key}" forHTTPHeaderField:@"Ocp-Apim-Subscription-Key"];
    // Request body
    [_request setHTTPBody:[@"{body}" dataUsingEncoding:NSUTF8StringEncoding]];
    
    NSURLResponse *response = nil;
    NSError *error = nil;
    NSData* _connectionData = [NSURLConnection sendSynchronousRequest:_request returningResponse:&response error:&error];

    if (nil != error)
    {
        NSLog(@"Error: %@", error);
    }
    else
    {
        NSError* error = nil;
        NSMutableDictionary* json = nil;
        NSString* dataString = [[NSString alloc] initWithData:_connectionData encoding:NSUTF8StringEncoding];
        NSLog(@"%@", dataString);
        
        if (nil != _connectionData)
        {
            json = [NSJSONSerialization JSONObjectWithData:_connectionData options:NSJSONReadingMutableContainers error:&error];
        }
        
        if (error || !json)
        {
            NSLog(@"Could not parse loaded json with error:%@", error);
        }
        
        NSLog(@"%@", json);
        _connectionData = nil;
    }
    
    [pool drain];

    return 0;
}

<?php
// This sample uses the Apache HTTP client from HTTP Components (http://hc.apache.org/httpcomponents-client-ga/)
require_once 'HTTP/Request2.php';

$request = new Http_Request2('https://francecentral.api.cognitive.microsoft.com/luis/authoring/v3.0-preview/apps/{appId}/versions/{versionId}/train');
$url = $request->getUrl();

$headers = array(
    // Request headers
    'Ocp-Apim-Subscription-Key' => '{subscription key}',
);

$request->setHeader($headers);

$parameters = array(
    // Request parameters
);

$url->setQueryVariables($parameters);

$request->setMethod(HTTP_Request2::METHOD_GET);

// Request body
$request->setBody("{body}");

try
{
    $response = $request->send();
    echo $response->getBody();
}
catch (HttpException $ex)
{
    echo $ex;
}

?>
########### Python 2.7 #############
import httplib, urllib, base64

headers = {
    # Request headers
    'Ocp-Apim-Subscription-Key': '{subscription key}',
}

params = urllib.urlencode({
})

try:
    conn = httplib.HTTPSConnection('francecentral.api.cognitive.microsoft.com')
    conn.request("GET", "/luis/authoring/v3.0-preview/apps/{appId}/versions/{versionId}/train?%s" % params, "{body}", headers)
    response = conn.getresponse()
    data = response.read()
    print(data)
    conn.close()
except Exception as e:
    print("[Errno {0}] {1}".format(e.errno, e.strerror))

####################################

########### Python 3.2 #############
import http.client, urllib.request, urllib.parse, urllib.error, base64

headers = {
    # Request headers
    'Ocp-Apim-Subscription-Key': '{subscription key}',
}

params = urllib.parse.urlencode({
})

try:
    conn = http.client.HTTPSConnection('francecentral.api.cognitive.microsoft.com')
    conn.request("GET", "/luis/authoring/v3.0-preview/apps/{appId}/versions/{versionId}/train?%s" % params, "{body}", headers)
    response = conn.getresponse()
    data = response.read()
    print(data)
    conn.close()
except Exception as e:
    print("[Errno {0}] {1}".format(e.errno, e.strerror))

####################################
require 'net/http'

uri = URI('https://francecentral.api.cognitive.microsoft.com/luis/authoring/v3.0-preview/apps/{appId}/versions/{versionId}/train')
uri.query = URI.encode_www_form({
})

request = Net::HTTP::Get.new(uri.request_uri)
# Request headers
request['Ocp-Apim-Subscription-Key'] = '{subscription key}'
# Request body
request.body = "{body}"

response = Net::HTTP.start(uri.host, uri.port, :use_ssl => uri.scheme == 'https') do |http|
    http.request(request)
end

puts response.body