prerna.reactor.frame.gaas.qa.QueryQAModelReactor Maven / Gradle / Ivy

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//package prerna.reactor.frame.gaas.qa;
//
//import java.util.HashMap;
//import java.util.List;
//import java.util.Map;
//
//import prerna.ds.py.PyTranslator;
//import prerna.reactor.frame.gaas.AbstractGaasBaseReactor;
//import prerna.sablecc2.om.PixelDataType;
//import prerna.sablecc2.om.ReactorKeysEnum;
//import prerna.sablecc2.om.nounmeta.NounMetadata;
//import prerna.util.AssetUtility;
//import prerna.util.Utility;
//
//public class QueryQAModelReactor extends AbstractGaasBaseReactor {
//
//	// creates a qa model
//	final String modelType = "gaas";
//	final String modelSubType = "qa";
//	
//	// the model string to send is "siamese / haystack /  somehting else" Right now only siamese is implemented	
//	public QueryQAModelReactor() {
//		this.keysToGet = new String[]{ReactorKeysEnum.FILE_PATH.getKey(), 
//				ReactorKeysEnum.MODEL.getKey(), 
//				ReactorKeysEnum.THRESHOLD.getKey(), 
//				ReactorKeysEnum.COMMAND.getKey(), 
//				ReactorKeysEnum.ROW_COUNT.getKey(), 
//				ReactorKeysEnum.SOURCE.getKey(),
//				ReactorKeysEnum.COLUMN.getKey()
//				};
//		this.keyRequired = new int[] {1,
//									  1, 
//									  0,
//									  1,
//									  0,
//									  0,
//									  0};
//	}
//
//	
//	
//	@Override
//	public NounMetadata execute() {
//		
//		organizeKeys();
//		
//		String query = keyValue.get(keysToGet[3]);
//		int numRows = 3;
//		String source = "False";
//		
//		if(keyValue.containsKey(keysToGet[4])) // row count
//			numRows = Integer.parseInt(keyValue.get(keysToGet[4]));
//
//		if(keyValue.containsKey(keysToGet[5])) // include source
//			source = keyValue.get(keysToGet[5]).equalsIgnoreCase("True") ? "True" : "False";
//
//		
//		double threshold = 0.2;
//		if(keyValue.containsKey(keysToGet[2]))
//			threshold = Double.parseDouble(keyValue.get(keysToGet[2]))/100;
//		// get the folder name
//		// see if the processed folder is already there
//		// if so pass the processed folder with the model to invoke
//		
//		String folderName = keyValue.get(keysToGet[0]);
//		String modelName = keyValue.get(keysToGet[1]);
//		
//		
//		String projectId = getProjectId();
//		String basePath = AssetUtility.getProjectAssetFolder(projectId);
//
//		folderName = basePath + "/" + folderName;
//		folderName = folderName.replace("\\", "/");
//		
//		System.err.println("Folder.. " + folderName);
//			
//
//		String semossModelName = modelType + "_" + modelSubType + "_" + modelName;
//
//		PyTranslator pt = this.insight.getPyTranslator();
//		pt.runScript("import " + semossModelName);
//		//  gaas.search_siamese(folder_name="c:/users/pkapaleeswaran/workspacej3/datasets/text/far"
//		//, model=model, query="what is subcontract", 
//		// separator="FAR::::")
//		
//		String modelVariable = projectId;
//		modelVariable = Utility.cleanString(modelVariable, true);
//		modelVariable = modelVariable.replace("-", "_");
//		modelVariable = semossModelName + "_" + modelVariable;
//
//		boolean hasModel = (Boolean)pt.runScript("'" + modelVariable + "' in locals()");
//		if(!hasModel)
//		{
//			pt.runScript(modelVariable + " = " + semossModelName + ".hydrate_model(folder_name='" + folderName + "')");
//		}
//		
//		String masterDocument = modelVariable + "_master_document"; // also load it once
//		boolean hasDocument = (Boolean)pt.runScript("'" + masterDocument + "' in locals()");
//		
//		if(!hasDocument)
//		{
//			pt.runScript(masterDocument + " = " + semossModelName + ".get_master_document(folder_name='" + folderName + "')");
//		}
//		
//			// the model to call it
//		List results	= (List)pt.runScript(semossModelName + ".search("
//												+ "folder_name='" + folderName + "', "
//												+ "model=" + modelVariable +", "
//												+ "threshold=" + threshold + ", "
//												+ "query='" + query + "'" + ","
//												+ "result_count = " + numRows + ", "
//												+ "source=" + source + ","
//												+ "master_document=" + masterDocument
//												+ ")", this.insight
//												);
//		
//		//pt.runScript(modelVariable + " = " +semossModelName + ".create_model(folder_name='" + folderName + "')");
//		
//		Map outputMap = new HashMap();
//		outputMap.put("query", query);
//		outputMap.put("data", results);
//		
//		return new NounMetadata(outputMap, PixelDataType.MAP);
//	}
//
//}