Parse Sebis benchmark corpus.
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@ -293,3 +293,4 @@ __pycache__/
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/BotSharp.UnitTest/App_Data/DbInitializer/Agents
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/BotSharp.UnitTest/App_Data/BotSharp.db
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/BotSharp.WebHost/App_Data/BotSharp.db
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/BotSharp.UI
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@ -16,7 +16,7 @@ using Newtonsoft.Json.Linq;
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namespace BotSharp.Core.Engines
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{
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/// <summary>
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/// Import agent from Dialogflow
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/// Import Sebis NLU benchmark corpus
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/// </summary>
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public class AgentImporterInSebis : IAgentImporter
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{
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@ -58,48 +58,74 @@ namespace BotSharp.Core.Engines
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agent.Intents = sentences.Select(x => x.Name).Distinct().Select(x => new Intent{Name = x}).ToList();
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agent.Intents.ForEach(intent => {
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intent.UserSays = new List<IntentExpression>();
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var userSays = sentences.Where(x => x.Name == intent.Name).ToList();
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userSays.ForEach(say =>
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{
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var expression = new IntentExpression();
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expression.Data = new List<IntentExpressionPart>();
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for(int index = 0; index < say.Entities.Count; index++)
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{
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}
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intent.UserSays.Add(expression);
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});
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ImportIntentUserSays(agent, intent, sentences);
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});
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}
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private Intent ImportIntentUserSays(Agent agent, Intent intent, string fileName)
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private void ImportIntentUserSays(Agent agent, Intent intent, List<SebisIntent> sentences)
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{
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// void id confict
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intent.Id = Guid.NewGuid().ToString();
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intent.Name = intent.Name.Replace("/", "_");
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// load user expressions
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intent.UserSays = new List<IntentExpression>();
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string expressionFileName = fileName.Replace(intent.Name, $"{intent.Name}_usersays_{agent.Language}");
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if (File.Exists(expressionFileName))
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var userSays = sentences.Where(x => x.Name == intent.Name).ToList();
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userSays.ForEach(say =>
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{
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string expressionJson = File.ReadAllText($"{expressionFileName}");
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intent.UserSays = JsonConvert.DeserializeObject<List<IntentExpression>>(expressionJson);
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}
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var expression = new IntentExpression();
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return null;
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say.Entities = say.Entities.OrderBy(x => x.Start).ToList();
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int pos = 0;
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say.Entities.ForEach(x =>
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{
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ConvertWordPosToCharPos(say.Text, x, pos);
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pos = x.End;
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});
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expression.Data = new List<IntentExpressionPart>();
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pos = 0;
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for (int entityIdx = 0; entityIdx < say.Entities.Count; entityIdx++)
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{
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var entity = say.Entities[entityIdx];
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// previous
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expression.Data.Add(new IntentExpressionPart
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{
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Text = say.Text.Substring(pos, entity.Start - pos)
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});
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// self
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expression.Data.Add(new IntentExpressionPart
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{
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Alias = entity.Entity,
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Meta = entity.Entity,
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Text = say.Text.Substring(entity.Start, entity.Value.Length)
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});
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pos = entity.End + 1;
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if (pos < say.Text.Length && entityIdx == say.Entities.Count - 1)
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{
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// end
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expression.Data.Add(new IntentExpressionPart
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{
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Text = say.Text.Substring(pos)
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});
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}
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}
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});
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}
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private void ConvertWordPosToCharPos(string text, SebisIntentExpressionPart entity, int start)
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{
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entity.Start = text.IndexOf(entity.Value, start);
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entity.End = entity.Start + entity.Value.Length;
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}
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public void LoadBuildinEntities(Agent agent, string agentDir)
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{
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agent.Intents.ForEach(intent =>
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{
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if (intent.UserSays != null)
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{
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intent.UserSays.ForEach(us =>
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@ -10,9 +10,9 @@ namespace BotSharp.Core.Adapters.Sebis
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{
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public String Id { get; set; }
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public String Name { get; set; }
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[JsonProperty("desc")]
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public String Description { get; set; }
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[JsonProperty("lang")]
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public String Language { get; set; }
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public List<SebisIntent> Sentences { get; set; }
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@ -1,6 +1,6 @@
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[
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{
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"userName": "support@botsharp.io",
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"userName": "botsharp",
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"email": "support@botsharp.io",
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"firstName": "Support",
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"lastName": "Botsharp",
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@ -394,13 +394,13 @@
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{
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"entity": "StationStart",
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"start": 6,
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"stop": 10,
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"stop": 8,
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"text": "kurt-eisner-straße"
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},
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{
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"entity": "StationDest",
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"start": 12,
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"stop": 13,
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"start": 10,
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"stop": 11,
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"text": "garching forschungszentrum"
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}
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]
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@ -586,13 +586,13 @@
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{
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"entity": "StationStart",
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"start": 5,
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"stop": 9,
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"stop": 5,
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"text": "kurt-eisner-straße"
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},
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{
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"entity": "StationDest",
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"start": 11,
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"stop": 12,
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"start": 7,
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"stop": 8,
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"text": "garching forschungszentrum"
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}
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]
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