aiml/org.eclipse.papyrus.aiml.gen.keras/src/org/eclipse/papyrus/aiml/gen/keras/RecurrentLayerOps.xtend

package org.eclipse.papyrus.aiml.gen.keras

import org.eclipse.papyrus.aiml.profile.AIML.Recurrent_layers.Recurrent_layers

class RecurrentLayerOps {

	
	static def lstmAttributesToDisplay (Recurrent_layers lay_val){
		var t = RecurrentLayerOps.lstmAttributesToCollect(lay_val)
		var attributesNameList=t.attributeNames.toList
		var attributesValueList=t.attributeValues.toList


		var String DisplayInit="self."+lay_val.base_Class.name+"=tf.keras.layers."+lay_val.eClass.name	// example : self.lstm1=tf.keras.layers.LSTM
		
		var Display = ""																				// Initialization an empty String variable  
		var modificationState=0
		var in=0
		for(step : attributesValueList){	
			if( attributesNameList.get(in).equals("hidden_size")){
				System.err.println(step)
				var String DisplayHiddenSize = step+','
				Display+=DisplayHiddenSize 		//à verifier += au lieu de d=d+a
				modificationState++
				
			}
			in+=1
		}
		
		var ind =0
		for(step : attributesValueList){
	
			if( GenCheck.isZeroForStringL(step) || GenCheck.isNullOrEmptyForString(step) || GenCheck.isFalseForString(step) ){
				
				//System.out.print("Rejected : "+attributesNameList.get(ind)+" = "+step+"\n")
		
			}else{
				//System.out.print("Valid : "+attributesNameList.get(ind)+" = "+step+"\n")
				
				if(attributesNameList.get(ind).equals("name") || attributesNameList.get(ind).equals("hidden_size") || attributesNameList.get(ind).equals("num_layers")){
				}else{
					if(!attributesNameList.get(ind).endsWith("_pt")){		//filter PyTorch specific attributes
						
					
						modificationState++
						if(step.equals("true") || step.equals("false") ){	// correct Boolean value to python boolean with MAJ
							var String DisplayInit1 = attributesNameList.get(ind)
							
							if(step.equals("false")){
								var newstep = "F"+step.substring(1, step.length())
								var String DisplayStateZero1 = DisplayInit1+'='+newstep+','
								Display=Display+DisplayStateZero1
														
							}else{
								var newstep = "T"+step.substring(1, step.length())
								var String DisplayStateZero2 = DisplayInit1+'='+newstep+','
								Display=Display+DisplayStateZero2						
							}
							
						}else if(attributesNameList.get(ind).equals("input_size")){
							var String DisplayInit3 = "input_shape"
							var String DisplayStateZero3 = DisplayInit3+'=['+step+'],'
							Display=Display+DisplayStateZero3					
						
						}else{
							var String DisplayInit0 = attributesNameList.get(ind)
							var String DisplayStateZero0 = DisplayInit0+'='+step+','
							Display=Display+DisplayStateZero0
						}
					}
				}
			}
			ind = ind + 1
		}
		
		var displayFinal=""
		
		if (modificationState!=0){
			displayFinal=DisplayInit+"("+Display.substring(0, Display.length() - 1)+")"
		}else{
			displayFinal=DisplayInit //Non optimal _ recuperer la valeur 
		}
		
		return displayFinal
	}

	static def lstmAttributesToCollect (Recurrent_layers lay_val){
		
		val nbrOfAttributes=lay_val.eClass.EAllAttributes.length 		// Get the quantity of attributes
		
		var layerInformations = new LayerInfo(nbrOfAttributes)			// Call LayerInformation Constructor to build 2D Array
		
		var attributesNameList = layerInformations.attributeNames		// Dispatch attributesNames from LayerInformation in a List
		var attributesValueList = layerInformations.attributeValues		// Dispatch attributesValues from LayerInformation in a List
		
		var l=0															// Index initialization for the incremental loop
		for (valu : lay_val.eClass.EAllAttributes){						// Loop which will collect Attribute Names and Attribute Values for Layers 
			
			var attri_name=valu.name									// Variable instance for attribute name for each elements in the loop
			attributesNameList.set(l,attri_name)						// Add attribute name in the list
			
			var attri_val=lay_val.eGet(valu)							// Variable instance for attribute values for each elements in the loop and String conversion
			attributesValueList.set(l,String.valueOf(attri_val))		// Add attribute value in the list
			
			l=l+1														// Index incrementation +1 during loop
			
		} 
		return layerInformations										// return LayerInfo object [Name,Value]
	}	
}