// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
// SPDX-License-Identifier: Apache-2.0

// snippet-start:[rekognition.java.rekognition-image-java-compare-faces]
package aws.example.rekognition.image;

import com.amazonaws.services.rekognition.AmazonRekognition;
import com.amazonaws.services.rekognition.AmazonRekognitionClientBuilder;
import com.amazonaws.services.rekognition.model.Image;
import com.amazonaws.services.rekognition.model.BoundingBox;
import com.amazonaws.services.rekognition.model.CompareFacesMatch;
import com.amazonaws.services.rekognition.model.CompareFacesRequest;
import com.amazonaws.services.rekognition.model.CompareFacesResult;
import com.amazonaws.services.rekognition.model.ComparedFace;
import java.util.List;
import java.io.File;
import java.io.FileInputStream;
import java.io.InputStream;
import java.nio.ByteBuffer;
import com.amazonaws.util.IOUtils;

public class CompareFaces {

    public static void main(String[] args) throws Exception {
        Float similarityThreshold = 70F;
        // Replace sourceFile and targetFile with the image files you want to compare.
        String sourceImage = "source.jpg";
        String targetImage = "target.jpg";
        ByteBuffer sourceImageBytes = null;
        ByteBuffer targetImageBytes = null;

        AmazonRekognition rekognitionClient = AmazonRekognitionClientBuilder.defaultClient();

        // Load source and target images and create input parameters
        try (InputStream inputStream = new FileInputStream(new File(sourceImage))) {
            sourceImageBytes = ByteBuffer.wrap(IOUtils.toByteArray(inputStream));
        } catch (Exception e) {
            System.out.println("Failed to load source image " + sourceImage);
            System.exit(1);
        }
        try (InputStream inputStream = new FileInputStream(new File(targetImage))) {
            targetImageBytes = ByteBuffer.wrap(IOUtils.toByteArray(inputStream));
        } catch (Exception e) {
            System.out.println("Failed to load target images: " + targetImage);
            System.exit(1);
        }

        Image source = new Image()
                .withBytes(sourceImageBytes);
        Image target = new Image()
                .withBytes(targetImageBytes);

        CompareFacesRequest request = new CompareFacesRequest()
                .withSourceImage(source)
                .withTargetImage(target)
                .withSimilarityThreshold(similarityThreshold);

        // Call operation
        CompareFacesResult compareFacesResult = rekognitionClient.compareFaces(request);

        // Display results
        List<CompareFacesMatch> faceDetails = compareFacesResult.getFaceMatches();
        for (CompareFacesMatch match : faceDetails) {
            ComparedFace face = match.getFace();
            BoundingBox position = face.getBoundingBox();
            System.out.println("Face at " + position.getLeft().toString()
                    + " " + position.getTop()
                    + " matches with " + face.getConfidence().toString()
                    + "% confidence.");

        }
        List<ComparedFace> uncompared = compareFacesResult.getUnmatchedFaces();

        System.out.println("There was " + uncompared.size()
                + " face(s) that did not match");
        System.out.println("Source image rotation: " + compareFacesResult.getSourceImageOrientationCorrection());
        System.out.println("target image rotation: " + compareFacesResult.getTargetImageOrientationCorrection());
    }
}
// snippet-end:[rekognition.java.rekognition-image-java-compare-faces]