/// <summary>
/// Initializes a new instance of the <see cref="LuisNLUTrainClient"/> class.
/// </summary>
/// <param name="luisConfiguration">LUIS configuration.</param>
/// <param name="luisSettings">LUIS settings.</param>
/// <param name="luisClient">LUIS client.</param>
public LuisNLUTrainClient(ILuisConfiguration luisConfiguration, LuisSettings luisSettings, ILuisTrainClient luisClient)
{
this.LuisConfiguration = luisConfiguration ?? throw new ArgumentNullException(nameof(luisConfiguration));
this.LuisSettings = luisSettings ?? throw new ArgumentNullException(nameof(luisSettings));
this.LuisClient = luisClient ?? throw new ArgumentNullException(nameof(luisClient));
this.LuisAppId = luisConfiguration.AppId;
}
/// <summary>
/// Initializes a new instance of the <see cref="LuisNLUService"/> class.
/// </summary>
/// <param name="appName">App name.</param>
/// <param name="appId">App ID.</param>
/// <param name="versionId">Version ID.</param>
/// <param name="luisSettings">LUIS settings.</param>
/// <param name="luisClient">LUIS client.</param>
public LuisNLUService(string appName, string appId, string versionId, LuisSettings luisSettings, ILuisClient luisClient)
{
this.LuisAppId = appId;
this.LuisVersionId = versionId ?? "0.1.1";
this.LuisSettings = luisSettings ?? throw new ArgumentNullException(nameof(luisSettings));
this.LuisClient = luisClient ?? throw new ArgumentNullException(nameof(luisClient));
this.AppName = appName ?? ((appId == null && luisSettings.AppTemplate.Name == null)
? throw new ArgumentNullException(nameof(appName), $"Must supply one of '{nameof(appName)}', '{nameof(appId)}', or '{nameof(Luis.LuisSettings)}.{nameof(Luis.LuisSettings.AppTemplate)}'.")
: appName);
}
/// <inheritdoc/>
public INLUTestClient CreateTestInstance(IConfiguration configuration, string settingsPath)
{
if (configuration == null)
{
throw new ArgumentNullException(nameof(configuration));
}
var luisSettings = settingsPath != null
? LuisSettings.FromJson(JObject.Parse(File.ReadAllText(settingsPath)))
: new LuisSettings();
var luisConfiguration = new TestLuisConfiguration(configuration);
var luisClient = new LuisTestClient(luisConfiguration);
return(new LuisNLUTestClient(luisSettings, luisClient));
}
/// <summary>
/// Initializes a new instance of the <see cref="LuisNLUTestClient"/> class.
/// </summary>
/// <param name="luisSettings">LUIS settings.</param>
/// <param name="luisClient">LUIS test client.</param>
public LuisNLUTestClient(LuisSettings luisSettings, ILuisTestClient luisClient)
{
this.LuisSettings = luisSettings ?? throw new ArgumentNullException(nameof(luisSettings));
this.LuisClient = luisClient ?? throw new ArgumentNullException(nameof(luisClient));
}
public static JSONUtterance ToJSONUtterance(this Models.LabeledUtterance utterance, LuisSettings luisSettings)
{
JSONEntity toJSONEntity(Entity entity)
{
var startPos = entity.StartCharIndexInText(utterance.Text);
var endPos = startPos + entity.MatchText.Length - 1;
if (luisSettings.Roles.TryGetValue(entity.EntityType, out var entityType))
{
return(new JSONEntityWithRole(startPos, endPos, entityType, entity.EntityType));
}
entityType = luisSettings.PrebuiltEntityTypes.TryGetValue(entity.EntityType, out var builtinType)
? builtinType
: entity.EntityType;
return(new JSONEntity(startPos, endPos, entityType));
}
return(new JSONUtterance(
utterance.Text,
utterance.Intent,
utterance.Entities?.Select(toJSONEntity).ToArray() ?? Array.Empty <JSONEntity>()));
}