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|
- namespace Microsoft.Cognitive.LUIS.ActionBinding
- {
- using System;
- using System.Collections.Generic;
- using System.Linq;
- using System.Reflection;
- using System.Threading;
- using System.Threading.Tasks;
- using Microsoft.Bot.Builder.Dialogs.Internals;
- using Microsoft.Bot.Builder.Luis;
- using Microsoft.Bot.Builder.Luis.Models;
- [Serializable]
- public class LuisActionResolver
- {
- private readonly IDictionary<string, Type> luisActions;
- public LuisActionResolver(params Assembly[] lookupAssemblies)
- {
- this.luisActions = new Dictionary<string, Type>();
- if (lookupAssemblies == null)
- {
- throw new ArgumentNullException(nameof(lookupAssemblies));
- }
- foreach (var lookupAssembly in lookupAssemblies)
- {
- foreach (var info in lookupAssembly.GetTypes().Select(t => new { Type = t, Attribs = t.GetCustomAttributes<LuisActionBindingAttribute>(true) }).Where(o => o.Attribs.Any()))
- {
- foreach (var intentAttrib in info.Attribs)
- {
- this.luisActions.Add(intentAttrib.IntentName, info.Type);
- }
- }
- }
- }
- public static bool AssignValue(ILuisAction action, string paramName, object paramValue)
- {
- if (action == null)
- {
- throw new ArgumentNullException(nameof(action));
- }
- if (string.IsNullOrWhiteSpace(paramName))
- {
- throw new ArgumentNullException(nameof(paramName));
- }
- if (paramValue == null)
- {
- throw new ArgumentNullException(nameof(paramValue));
- }
- return AssignValue(action, action.GetType().GetProperty(paramName, BindingFlags.Public | BindingFlags.Instance), paramValue);
- }
- public static async Task<QueryValueResult> QueryValueFromLuisAsync(
- ILuisService service,
- ILuisAction action,
- string paramName,
- object paramValue,
- CancellationToken token,
- Func<PropertyInfo, IEnumerable<EntityRecommendation>, EntityRecommendation> entityExtractor = null)
- {
- var originalValue = paramValue;
- if (service == null)
- {
- throw new ArgumentNullException(nameof(service));
- }
- if (action == null)
- {
- throw new ArgumentNullException(nameof(action));
- }
- if (string.IsNullOrWhiteSpace(paramName))
- {
- throw new ArgumentNullException(nameof(paramName));
- }
- if (paramValue == null)
- {
- throw new ArgumentNullException(nameof(paramValue));
- }
- var result = await service.QueryAsync(paramValue.ToString(), token);
- var queryIntent = result.Intents.FirstOrDefault();
- if (!Intents.None.Equals(queryIntent.Intent, StringComparison.InvariantCultureIgnoreCase))
- {
- var newIntentName = default(string);
- var newAction = new LuisActionResolver(action.GetType().Assembly).ResolveActionFromLuisIntent(result, out newIntentName);
- if (newAction != null)
- {
- return new QueryValueResult(false)
- {
- NewAction = newAction,
- NewIntent = newIntentName
- };
- }
- }
- var properties = new List<PropertyInfo> { action.GetType().GetProperty(paramName, BindingFlags.Public | BindingFlags.Instance) };
- if (!LuisActionResolver.AssignEntitiesToMembers(action, properties, result.Entities, entityExtractor))
- {
- return new QueryValueResult(AssignValue(action, properties.First(), originalValue));
- }
- return new QueryValueResult(true);
- }
- public static LuisActionBindingAttribute GetActionDefinition(ILuisAction action)
- {
- if (action == null)
- {
- throw new ArgumentNullException(nameof(action));
- }
- return action.GetType().GetCustomAttributes<LuisActionBindingAttribute>(true).FirstOrDefault();
- }
- public static LuisActionBindingParamAttribute GetParameterDefinition(ILuisAction action, string paramName)
- {
- if (action == null)
- {
- throw new ArgumentNullException(nameof(action));
- }
- if (string.IsNullOrWhiteSpace(paramName))
- {
- throw new ArgumentNullException(nameof(paramName));
- }
- var prop = action.GetType().GetProperty(paramName, BindingFlags.Public | BindingFlags.Instance);
- // search binding attrib
- return prop.GetCustomAttributes<LuisActionBindingParamAttribute>(true).FirstOrDefault();
- }
- public static bool IsValidContextualAction(ILuisAction action, ILuisAction context, out bool isContextual)
- {
- if (action == null)
- {
- throw new ArgumentNullException(nameof(action));
- }
- if (context == null)
- {
- throw new ArgumentNullException(nameof(context));
- }
- isContextual = LuisActionResolver.IsContextualAction(action);
- if (!isContextual)
- {
- return false;
- }
- var validContextualType = typeof(ILuisContextualAction<>).MakeGenericType(context.GetType());
- if (validContextualType.IsAssignableFrom(action.GetType()))
- {
- var prop = validContextualType.GetProperty("Context", BindingFlags.Public | BindingFlags.Instance);
- prop.SetValue(action, context);
- return true;
- }
- return false;
- }
- public static bool IsContextualAction(ILuisAction action)
- {
- if (action == null)
- {
- throw new ArgumentNullException(nameof(action));
- }
- return action
- .GetType()
- .GetInterfaces()
- .Any(i => i.IsGenericType && i.GetGenericTypeDefinition() == typeof(ILuisContextualAction<>));
- }
- public static bool UpdateIfValidContextualAction(ILuisAction action, ILuisAction context, out bool isContextual)
- {
- if (action == null)
- {
- throw new ArgumentNullException(nameof(action));
- }
- if (context == null)
- {
- throw new ArgumentNullException(nameof(context));
- }
- isContextual = false;
- if (!LuisActionResolver.IsContextualAction(context))
- {
- return true;
- }
- var prop = context.GetType().GetProperty("Context", BindingFlags.Public | BindingFlags.Instance);
- var actionContext = prop.GetValue(context) as ILuisAction;
- return LuisActionResolver.IsValidContextualAction(action, actionContext, out isContextual);
- }
- public static bool CanStartWithNoContextAction(ILuisAction action, out LuisActionBindingAttribute actionDefinition)
- {
- if (action == null)
- {
- throw new ArgumentNullException(nameof(action));
- }
- if (!LuisActionResolver.IsContextualAction(action))
- {
- actionDefinition = null;
- return true;
- }
- actionDefinition = LuisActionResolver.GetActionDefinition(action);
- return actionDefinition.CanExecuteWithNoContext;
- }
- public static ILuisAction BuildContextForContextualAction(ILuisAction action, out string intentName)
- {
- if (action == null)
- {
- throw new ArgumentNullException(nameof(action));
- }
- if (!LuisActionResolver.IsContextualAction(action))
- {
- intentName = null;
- return null;
- }
- var contextType = action
- .GetType()
- .GetInterfaces()
- .First(i => i.IsGenericType && i.GetGenericTypeDefinition() == typeof(ILuisContextualAction<>))
- .GetGenericArguments()[0];
- var result = Activator.CreateInstance(contextType) as ILuisAction;
- intentName = LuisActionResolver.GetActionDefinition(result).IntentName;
- var isContextual = false;
- LuisActionResolver.IsValidContextualAction(action, result, out isContextual);
- return result;
- }
- public ILuisAction ResolveActionFromLuisIntent(LuisResult luisResult)
- {
- if (luisResult == null)
- {
- throw new ArgumentNullException(nameof(luisResult));
- }
- var intentName = default(string);
- var unassigned = default(IList<EntityRecommendation>);
- return this.ResolveActionFromLuisIntent(luisResult, out intentName, out unassigned);
- }
- public ILuisAction ResolveActionFromLuisIntent(
- LuisResult luisResult,
- out string intentName,
- out IList<EntityRecommendation> intentEntities,
- Func<PropertyInfo, IEnumerable<EntityRecommendation>, EntityRecommendation> entityExtractor = null)
- {
- intentEntities = default(IList<EntityRecommendation>);
- if (luisResult == null)
- {
- throw new ArgumentNullException(nameof(luisResult));
- }
- // Has Intent?
- intentName = (luisResult.TopScoringIntent ?? luisResult.Intents?.MaxBy(i => i.Score ?? 0d)).Intent;
- if (string.IsNullOrWhiteSpace(intentName))
- {
- return null;
- }
- // Set out intent entities reference
- intentEntities = luisResult.Entities;
- // Get Actions that map to this intent
- var actionType = default(Type);
- if (!this.luisActions.TryGetValue(intentName, out actionType))
- {
- return null;
- }
- // Get the action instance and check if it implements ILuisAction
- var luisAction = Activator.CreateInstance(actionType) as ILuisAction;
- if (luisAction == null)
- {
- return null;
- }
- // Try complete parameters from entities
- var properties = luisAction.GetType().GetProperties(BindingFlags.Public | BindingFlags.Instance);
- LuisActionResolver.AssignEntitiesToMembers(luisAction, properties, luisResult.Entities, entityExtractor);
- return luisAction;
- }
- internal ILuisAction ResolveActionFromLuisIntent(LuisResult luisResult, out string intentName)
- {
- if (luisResult == null)
- {
- throw new ArgumentNullException(nameof(luisResult));
- }
- var unassigned = default(IList<EntityRecommendation>);
- return this.ResolveActionFromLuisIntent(luisResult, out intentName, out unassigned);
- }
- private static bool AssignValue(ILuisAction action, PropertyInfo property, object paramValue)
- {
- if (action == null)
- {
- throw new ArgumentNullException(nameof(action));
- }
- if (property == null)
- {
- throw new ArgumentNullException(nameof(property));
- }
- if (paramValue == null)
- {
- throw new ArgumentNullException(nameof(paramValue));
- }
- if (property != null && property.CanWrite)
- {
- // nullable support
- var type = property.PropertyType;
- type = Nullable.GetUnderlyingType(type) ?? type;
- try
- {
- var value = Convert.ChangeType(paramValue, type);
- property.SetValue(action, value);
- return true;
- }
- catch (FormatException)
- {
- // Handle invalid values (Eg. Try Parse '2017' as a Date will fail)
- }
- }
- return false;
- }
- private static bool AssignEntitiesToMembers(
- ILuisAction action,
- IEnumerable<PropertyInfo> properties,
- IEnumerable<EntityRecommendation> entities,
- Func<PropertyInfo, IEnumerable<EntityRecommendation>, EntityRecommendation> entityExtractor = null)
- {
- var result = true;
- if (action == null)
- {
- throw new ArgumentNullException(nameof(action));
- }
- if (properties == null)
- {
- throw new ArgumentNullException(nameof(properties));
- }
- if (entities == null)
- {
- throw new ArgumentNullException(nameof(entities));
- }
- if (!entities.Any())
- {
- return !result;
- }
- // Cross match entities to copy resolution values for custom entities from pairs
- foreach (var group in entities.GroupBy(e => e.Entity))
- {
- if (group.Count() > 1)
- {
- var entityToUpdate = group.FirstOrDefault(e => !BuiltInTypes.IsBuiltInType(e.Type));
- var entityWithValue = group.FirstOrDefault(e => e.Resolution != null);
- if (entityToUpdate != null && entityWithValue != null)
- {
- entityToUpdate.Resolution = entityWithValue.Resolution;
- }
- }
- }
- foreach (var property in properties)
- {
- var matchingEntity = default(EntityRecommendation);
- var matchingEntities = default(IEnumerable<EntityRecommendation>);
- // Find using custom type from attrib if available
- var paramAttrib = property.GetCustomAttributes<LuisActionBindingParamAttribute>(true).FirstOrDefault();
- if (paramAttrib != null)
- {
- matchingEntities = entities.Where(e => e.Type == paramAttrib.CustomType);
- }
- // Find using property name
- if (matchingEntities == null || !matchingEntities.Any())
- {
- matchingEntities = entities.Where(e => e.Type == property.Name);
- }
- // Find using builtin type from attrib if available
- if ((matchingEntities == null || !matchingEntities.Any()) && paramAttrib != null)
- {
- matchingEntities = entities.Where(e => e.Type == paramAttrib.BuiltinType);
- }
- // If callback available then use it
- if (matchingEntities.Count() > 1)
- {
- if (entityExtractor != null)
- {
- matchingEntity = entityExtractor(property, matchingEntities);
- }
- }
- else
- {
- matchingEntity = matchingEntities.FirstOrDefault();
- }
- // Prioritize resolution
- if (matchingEntity != null)
- {
- var paramValue = matchingEntity.Resolution != null && matchingEntity.Resolution.Count > 0
- ? matchingEntity.Resolution.First().Value
- : matchingEntity.Entity;
- result &= AssignValue(action, property, paramValue);
- }
- else
- {
- result = false;
- }
- }
- return result;
- }
- }
- }
|