public async Task ShouldAddLabelledExample()
{
using (var client = new LuisProgClient(SubscriptionKey, Region))
{
// Add simple entity name if not already exists
if (await client.GetEntityByNameAsync("name", appId, appVersion) == null)
{
await client.AddEntityAsync("name", appId, appVersion);
}
if (await client.GetIntentByNameAsync(IntentName, appId, appVersion) == null)
{
await client.AddIntentAsync(IntentName, appId, appVersion);
}
var labeledExample = new Example()
{
Text = "Who is Test User!",
IntentName = IntentName,
EntityLabels = new List <EntityLabel>
{
new EntityLabel
{
EntityName = "name",
StartCharIndex = 7,
EndCharIndex = 15
}
}
};
var utterance = await client.AddExampleAsync(appId, appVersion, labeledExample);
Assert.IsNotNull(utterance);
}
}
public async Task ShouldDeleteIntentAndUtterancesTest()
{
using (var client = new LuisProgClient(SubscriptionKey, Region))
{
if (await client.GetIntentByNameAsync(IntentName, appId, appVersion) == null)
{
await client.AddIntentAsync(IntentName, appId, appVersion);
}
// Add example for the intent
var exampleAdded = await client.AddExampleAsync(appId, appVersion, new Example()
{
IntentName = IntentName,
Text = "This is sample utterance"
});
if (!string.IsNullOrEmpty(exampleAdded?.UtteranceText))
{
var intent = await client.GetIntentByNameAsync(IntentName, appId, appVersion);
await client.DeleteIntentAsync(intent.Id, appId, appVersion, true);
// TODO : once the get exampleById available, get the exmaple and assert for null
intent = await client.GetIntentByIdAsync(intent.Id, appId, appVersion);
Assert.IsNull(intent);
}
}
}
public async Task ShouldAddExample()
{
var client = new LuisProgClient(SUBSCRIPTION_KEY, LOCATION);
string intentTestId = null;
var intentTest = await client.GetIntentByNameAsync("IntentTest", _appId, "1.0");
if (intentTest != null)
{
intentTestId = intentTest.Id;
}
else
{
intentTestId = await client.AddIntentAsync("IntentTest", _appId, "1.0");
}
var example = new Example
{
Text = "Hello World!",
IntentName = "IntentTest"
};
var utterance = await client.AddExampleAsync(_appId, "1.0", example);
Assert.IsNotNull(utterance);
}
public async Task ShouldAddExample()
{
using (var client = new LuisProgClient(SubscriptionKey, Region))
{
string intentTestId = null;
var intentTest = await client.GetIntentByNameAsync(IntentName, appId, appVersion);
if (intentTest != null)
{
intentTestId = intentTest.Id;
}
else
{
intentTestId = await client.AddIntentAsync(IntentName, appId, appVersion);
}
var example = new Example
{
Text = "Hello World!",
IntentName = IntentName
};
var utterance = await client.AddExampleAsync(appId, appVersion, example);
Assert.IsNotNull(utterance);
}
}
public async Task ShouldSendPublishRequest()
{
IEnumerable <Training> trainingList;
using (var client = new LuisProgClient(SubscriptionKey, Region))
{
await client.AddIntentAsync("IntentTest", appId, appVersion);
await client.AddExampleAsync(appId, appVersion, new Example
{
Text = "Hello World!",
IntentName = "IntentTest"
});
await client.TrainAsync(appId, appVersion);
do
{
trainingList = await client.GetTrainingStatusListAsync(appId, appVersion);
}while (!trainingList.All(x => x.Details.Status.Equals("Success")));
var publish = await client.PublishAsync(appId, appVersion, false, "westus");
Assert.IsNotNull(publish);
}
}
public async Task Learn(string message, string intent)
{
var example = CreateExample(message, intent);
var app = await luisProgClient.GetAppByNameAsync(ConfigurationManager.AppSettings.Get("LuisAppName"));
await luisProgClient.AddExampleAsync(app.Id, app.Endpoints.Production.VersionId, example);
await luisProgClient.TrainAsync(app.Id, app.Endpoints.Production.VersionId);
await VerifyStatusTraining(luisProgClient, app);
await luisProgClient.PublishAsync(app.Id, app.Endpoints.Production.VersionId, false, "westus");
}
public async Task ShouldThrowExceptionOnAddExampleWhenIntentTestNotExists()
{
var client = new LuisProgClient(SUBSCRIPTION_KEY, LOCATION);
var intentTest = await client.GetIntentByNameAsync("IntentTest", _appId, "1.0");
if (intentTest != null)
{
await client.DeleteIntentAsync(intentTest.Id, _appId, "1.0");
}
var example = new Example
{
Text = "Hello World!",
IntentName = "IntentTest"
};
var ex = await Assert.ThrowsExceptionAsync <Exception>(() =>
client.AddExampleAsync(_appId, "1.0", example));
Assert.AreEqual(ex.Message, "The intent classifier IntentTest does not exist in the selected application");
}
public static async Task Learn(IConfiguration configuration, string message, string intent)
{
using (var client = new LuisProgClient(configuration["LUIS:AuthoringKey"], Regions.WestUS))
{
var app = await client.GetAppByNameAsync("Hotel");
await client.AddExampleAsync(app.Id, app.Endpoints.Production.VersionId, new Example
{
Text = message,
IntentName = intent
});
var trainingDetails = await client.TrainAndGetFinalStatusAsync(app.Id, app.Endpoints.Production.VersionId);
if (trainingDetails.Status.Equals("Success"))
{
await client.PublishAsync(app.Id, app.Endpoints.Production.VersionId, false, "westus");
await client.PublishAsync(app.Id, app.Endpoints.Production.VersionId, false, "westcentralus");
}
}
}
public async Task Learn(string message, string intent)
{
IEnumerable <Training> trainingList;
var client = new LuisProgClient("{YourSubscriptionKey}", Location.WestUS);
var app = await client.GetAppByNameAsync("Hotel");
await client.AddExampleAsync(app.Id, app.Endpoints.Production.VersionId, new Example
{
Text = message,
IntentName = intent
});
await client.TrainAsync(app.Id, app.Endpoints.Production.VersionId);
do
{
trainingList = await client.GetTrainingStatusListAsync(app.Id, app.Endpoints.Production.VersionId);
}while (!trainingList.All(x => x.Details.Status.Equals("Success")));
await client.PublishAsync(app.Id, app.Endpoints.Production.VersionId, false, "westus");
await client.PublishAsync(app.Id, app.Endpoints.Production.VersionId, false, "westcentralus");
}
public async Task ShouldThrowExceptionOnAddExampleWhenIntentTestNotExists()
{
using (var client = new LuisProgClient(SubscriptionKey, Region))
{
var intentTest = await client.GetIntentByNameAsync(IntentName, appId, appVersion);
if (intentTest != null)
{
await client.DeleteIntentAsync(intentTest.Id, appId, appVersion);
}
var example = new Example
{
Text = "Hello World!",
IntentName = IntentName
};
var ex = await Assert.ThrowsExceptionAsync <Exception>(() =>
client.AddExampleAsync(appId, appVersion, example));
Assert.AreEqual(ex.Message, "BadArgument - The intent classifier IntentTest does not exist in the application version.");
}
}
public async Task ShouldSendPublishRequest()
{
IEnumerable <Training> trainingList;
var client = new LuisProgClient(SUBSCRIPTION_KEY, LOCATION);
await client.AddIntentAsync("IntentTest", _appId, "1.0");
await client.AddExampleAsync(_appId, "1.0", new Example
{
Text = "Hello World!",
IntentName = "IntentTest"
});
await client.TrainAsync(_appId, "1.0");
do
{
trainingList = await client.GetTrainingStatusListAsync(_appId, "1.0");
}while (!trainingList.All(x => x.Details.Status.Equals("Success")));
var publish = await client.PublishAsync(_appId, "1.0", false, "westus");
Assert.IsNotNull(publish);
}