Subversion Repositories SmartDukaan

/**

 * 

 */

package in.shop2020.util;

import in.shop2020.metamodel.core.Entity;

import in.shop2020.metamodel.core.Slide;

import in.shop2020.metamodel.definitions.CMPBucketDefinition;

import in.shop2020.metamodel.definitions.Catalog;

import in.shop2020.metamodel.definitions.DefinitionsContainer;

import in.shop2020.metamodel.util.CreationUtils;

import in.shop2020.metamodel.util.ExpandedCMPSlideRuleDefinition;

import in.shop2020.metamodel.util.ExpandedEntity;

import in.shop2020.metamodel.util.ExpandedSlide;

import java.util.HashMap;

import java.util.List;

import java.util.Map;

import java.util.TreeMap;

/**

 * @author naveen

 *

 */

public class NewCMP {

	/**

	 * 

	 */

	//private long categoryID;

	List<Entity> entities;

	/**

	 * @param args

	 * @throws Exception 

	 */

	public static void main(String[] args) throws Exception {

		String usage = "Usage: CMP {Category ID}";

		if(args.length > 1) {

			System.out.println(usage);

			System.exit(-1);

		}

		/*

		NewCMP cmp = new NewCMP(entityIdItemMap);

//		

//		Entity entity = CreationUtils.getEntity(1000165);

//		 Map<Long, Double> slideScores = cmp.getSlideScores(entity);

//		 Utils.info(slideScores);

		// Entity ID > Map(Slide ID > Score)

		Map<Long, Map<Long, Double>> slideScoresByEntity = cmp.getSlideScores();

		Utils.info("slideScoresByEntity=" + slideScoresByEntity);

		CreationUtils.storeSlideScores(slideScoresByEntity);

		// Entity ID > Final Score 

		Map<Long, Double> finalScoreByEntityID = cmp.getFinalScores(

				slideScoresByEntity);

		Utils.info("finalScoreByEntityID=" + finalScoreByEntityID);

		CreationUtils.storeDefaultEntityScores(finalScoreByEntityID);

	*/

	}

	/**

	 * 

	 * @param entityIdItemMap

	 */

	public NewCMP(List<Entity> entities) {

	    this.entities = entities;

	}

	/**

	 * 

	 * @return Map<Long, Map<Long, Double>>

	 * @throws Exception 

	 */

	public Map<Long, Map<Long, Double>> getSlideScores() throws Exception {

		Map<Long, Map<Long, Double>> slideScoresByEntityID = 

			new TreeMap<Long, Map<Long, Double>>();

		for(Entity entity : entities) {

			//Skip categories with value as -1 or categories except mobile phones

			if(entity.getCategoryID() == -1 || !(Catalog.getInstance().getDefinitionsContainer().getCategory(entity.getCategoryID()).getParentCategory().getID() != Utils.MOBILE_ACCESSORIES_CATEGORY)){

			    continue;

			}

			ExpandedEntity expEntity = new ExpandedEntity(entity);

			Map<Long, Double> slideScores = this.getSlideScores(expEntity);

			slideScoresByEntityID.put(entity.getID(), slideScores);

		}

		return slideScoresByEntityID;

	}

	/**

	 * 

	 * @param entity

	 * @return Map<Long, Double>

	 * @throws Exception 

	 */

	private Map<Long, Double> getSlideScores(ExpandedEntity expEntity) throws Exception {

		Map<Long, Double> slideScores = new HashMap<Long, Double>();

		DefinitionsContainer defs = 

			Catalog.getInstance().getDefinitionsContainer();

		// Python wrapper for executing rule in python script

		CMPJythonWrapper cmpJW = new CMPJythonWrapper();

		// Scores are required for parent slides only

		List<ExpandedSlide> expSlides = expEntity.getExpandedSlides();

		if(expSlides==null){

			return slideScores;

		}

		for(ExpandedSlide expSlide : expSlides) {

			cmpJW.reset();

			cmpJW.initialize();

			cmpJW.setExpandedSlide(expSlide);

			cmpJW.setCategory(expEntity.getCategory());

			long slideDefinitionID = expSlide.getSlideDefinitionID();

			ExpandedCMPSlideRuleDefinition expCMPSlideRuleDef = 

				defs.getExpandedComparisonSlideRuleDefinition(

						slideDefinitionID);

			if(expCMPSlideRuleDef == null) {

				Utils.warning("Could not find comparison definition for " + 

						"slide definition ID " + slideDefinitionID);

				continue;

			}

			cmpJW.setExpandedCMPSlideRuleDefinition(expCMPSlideRuleDef);

			cmpJW.executeRule();

			double score = cmpJW.getScore();

			Utils.info("score=" + score);

			slideScores.put(new Long(slideDefinitionID), new Double(score));

		}

		return slideScores;

	}

	/**

	 * 

	 * @param slideScoresByEntity

	 * @return Map<Long, Double>

	 * @throws Exception 

	 */

	public Map<Long, Double> getFinalScores(

			Map<Long, Map<Long, Double>> slideScoresByEntity) throws Exception {

		Map<Long, Double> finalScoreByEntityID = new TreeMap<Long, Double>();

		// Considering default Weights per Slide bucket

		// Slide buckets > List(Very Important, Regular, Not-so-Important)

		// Default Weights > List(70%, 20%, 10%)

		DefinitionsContainer defs = 

			Catalog.getInstance().getDefinitionsContainer();

		for(Long entityID : slideScoresByEntity.keySet()) {

			Map<Long, Double> slideScores = slideScoresByEntity.get(entityID);

			Entity entity = CreationUtils.getEntity(entityID);

			long categoryID = entity.getCategoryID();

			if(categoryID == -1){

				continue;

			}

			if(categoryID>10010){

				continue;

			}

			List<CMPBucketDefinition> bucketDefs = 

				defs.getComparisonBucketDefinitions(categoryID);

			Map<String, Double> bucketScores = new HashMap<String, Double>();

			Map<String, Double> bucketSlideCounts = 

				new HashMap<String, Double>();

			for(Long slideDefinitionID : slideScores.keySet()) {

				Double slideScore = slideScores.get(slideDefinitionID);

				Slide slide = CreationUtils.getSlide(entityID, slideDefinitionID);

				String bucketName = null;

				if(CreationUtils.isBorrowedSlide(slide.getSlideDefinitionID(), entity.getCategoryID())) {

					long borrowedCategoryID = CreationUtils.getBorrowedCategoryID(slide.getSlideDefinitionID(), entity.getCategoryID());

					bucketName = defs.getComparisonBucketName(borrowedCategoryID, slideDefinitionID.longValue());

				}

				else {

					bucketName = defs.getComparisonBucketName(categoryID, 

						slideDefinitionID.longValue());

				}

				if(bucketName == null) {

					Utils.warning("Comparison bucket not defined for " +

							"Category ID=" + categoryID + 

							" Slide Definition ID=" + slideDefinitionID);

					continue;

				}

				if(!bucketScores.containsKey(bucketName)) {

					bucketScores.put(bucketName, new Double(0));

				}

				if(!bucketSlideCounts.containsKey(bucketName)) {

					bucketSlideCounts.put(bucketName, new Double(0));

				}

				Double bucketScore = bucketScores.get(bucketName);

				Double bucketSlideCount = bucketSlideCounts.get(bucketName);

				Double newBucketScore =  new Double(

						bucketScore.intValue() + slideScore.intValue());

				Double newBucketSlideCount =  new Double(

						bucketSlideCount.intValue() + 1);

				bucketScores.put(bucketName, newBucketScore);

				bucketSlideCounts.put(bucketName, newBucketSlideCount);

			}

			int finalEntityScore = 0;

			// Apply weights and sum up

			for(CMPBucketDefinition bucketDef : bucketDefs) {

				String bucketName = bucketDef.getName();

				Utils.info("bucketName=" + bucketName);

				if(bucketScores.get(bucketName)==null){

					continue;

				}

				double aggregateBucketScore = bucketScores.get(bucketName);

				Utils.info("aggregateBucketScore=" + aggregateBucketScore);

				double bucketSlideCount = bucketSlideCounts.get(bucketName);

				Utils.info("bucketSlideCount=" + bucketSlideCount);

				double defaultWeight = bucketDef.getDefaultWeight();

				Utils.info("defaultWeight=" + defaultWeight);

				float percentageBucketScore = 

					(((float)aggregateBucketScore/

							((float)bucketSlideCount * 10))) * 100;

				Utils.info("percentageBucketScore=" + percentageBucketScore);

				float weightedBucketScore = 

					(float)percentageBucketScore * ((float)defaultWeight / 100);

				Utils.info("weightedBucketScore=" + weightedBucketScore);

				finalEntityScore += Math.round(weightedBucketScore);

			}

			Utils.info("finalEntityScore=" + finalEntityScore);

			finalScoreByEntityID.put(entityID, new Double(finalEntityScore));

		}

		return finalScoreByEntityID;

	}

}