CSES - Datatähti 2024 alku - Results
Submission details
Task:Säähavainnot
Sender:EmuBird
Submission time:2023-11-12 18:09:56 +0200
Language:Java
Status:READY
Result:58
Feedback
groupverdictscore
#1ACCEPTED57.5
Test results
testverdicttimescore
#1ACCEPTED0.82 s7.63details
#2ACCEPTED0.84 s7.63details
#3ACCEPTED0.82 s7.25details
#4ACCEPTED0.80 s7.13details
#5ACCEPTED0.80 s7.25details
#6ACCEPTED0.80 s7.25details
#7ACCEPTED0.82 s6.5details
#8ACCEPTED0.77 s6.88details

Code

import java.io.*;
import java.nio.ByteBuffer;
import java.nio.charset.StandardCharsets;
import java.util.*;
import java.util.function.BiFunction;
import java.util.stream.Collectors;
import java.util.zip.GZIPInputStream;

public class WeatherBundled {
    public static void main(String[] args) {
        WeatherRecord[] sampleRecords = readSampleData();

        Scanner input = new Scanner(System.in);
        int n = Integer.parseInt(input.nextLine());

        for (; n > 0; n--) {
            float[] measurements = WeatherRecord.readMeasurementsFromString(input.nextLine());
            if (measurements == null) {
                // I don't even want to guess if it's outside the training data.
                System.out.println(" ?".repeat(12).substring(1));
            } else {
                WeatherRecord record = new WeatherRecord(measurements);

                Float[] forecast = generateForecast(sampleRecords, record);

                System.out.println(Arrays.stream(forecast).map((value) -> value == null ? "?" : String.valueOf(value.floatValue())).collect(Collectors.joining(" ")));
            }
        }
    }

    private static WeatherRecord[] readSampleData() {
        // This data originates from the sample data but has been preprocessed, filtered and compressed already to fit in this code file.
        String in = new StringBuilder()
                .append("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")
                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")
                .toString();

        List<WeatherRecord> weatherRecords = new ArrayList<>();

        // Read and decompress data
        ByteBuffer byteBuffer;
        try {
            GZIPInputStream gzipInput = new GZIPInputStream(new ByteArrayInputStream(Base64.getDecoder().decode(in.getBytes(StandardCharsets.UTF_8))));
            byteBuffer = ByteBuffer.wrap(gzipInput.readAllBytes());
        } catch (IOException e) {
            throw new RuntimeException(e);
        }

        // Read data
        while (byteBuffer.hasRemaining()) {
            float minTemperature = (float) byteBuffer.getShort() / 10F;
            float maxTemperature = (float) byteBuffer.getShort() / 10F;
            float stdev = (float) byteBuffer.getShort() / 3000F;
            float temperatureHash = (float) ((int) byteBuffer.getShort() | (int) byteBuffer.get() << 15) / 10F;

            float[] measurements = new float[36];
            measurements[23] = (float) byteBuffer.getShort() / 10F;
            float lastTemperature = measurements[23];

            for (int i = 24; i < measurements.length; i++) {
                float temperatureDelta = (float) byteBuffer.get() / 10F;
                measurements[i] = (lastTemperature += temperatureDelta);
            }

            weatherRecords.add(new WeatherRecord(measurements, new WeatherStatistics(minTemperature, maxTemperature, stdev, temperatureHash)));
        }

        return weatherRecords.toArray(new WeatherRecord[0]);
    }

    private static Float[] generateForecast(WeatherRecord[] sampleRecords, WeatherRecord record) {
        Map<Float, WeatherRecord> weightedRecords = weighRecords(sampleRecords, record.statistics);

        BiFunction<Integer, Float, Float> predict = (hour, offset) -> {
            float temperature = offset;
            boolean uncertain = false;

            // Weighted average of suitable records
            for (Map.Entry<Float, WeatherRecord> entry : weightedRecords.entrySet()) {
                temperature += entry.getValue().measurements[hour] * entry.getKey();
            }

            // Estimate reliability by calculating (standard-ish) deviation.
            double deviationSquaredAbsolute = 0F;
            for (Map.Entry<Float, WeatherRecord> entry : weightedRecords.entrySet()) {
                deviationSquaredAbsolute += (double)entry.getKey() * Math.pow(entry.getValue().measurements[hour] - temperature, 2);
            }
            double deviation = Math.sqrt(deviationSquaredAbsolute / (double) weightedRecords.size());

            if (deviation > 0.28F) {
                uncertain = true;
            }

            return uncertain ? null : temperature;
        };

        Float[] forecast = new Float[12];

        Float initialPrediction = predict.apply(23, 0F);
        if (initialPrediction != null) {
            float offset = record.measurements[23] - initialPrediction;

            for (int hour = 24; hour < 36; hour++) {
                forecast[hour - 24] = predict.apply(hour, offset);
            }
        }

        return forecast;
    }

    /**
     * Weighs the given sample records in accordance with their suitability to forecast for a given target.
     * @return A sorted map with weight percentage as key and record as value. Pairs with suitability below a threshold will not appear.
     */
    private static Map<Float, WeatherRecord> weighRecords(WeatherRecord[] sampleRecords, WeatherStatistics target) {
        SortedMap<Float, WeatherRecord> suitabilityMap = new TreeMap<>(Comparator.reverseOrder());
        double exponent = 2D;
        float totalWeight = 0F;
        double totalSuitabilitiesSquared = 0F;
        for (WeatherRecord sampleRecord : sampleRecords) {
            float unsuitability = sampleRecord.statistics.calculateUnsuitability(target);

            if (unsuitability < 24300F) {
                if (unsuitability == 0F) {
                    Map<Float, WeatherRecord> weightMap = new LinkedHashMap<>();
                    weightMap.put(1F, sampleRecord);
                    return weightMap;
                }
                float suitability = 30000F / unsuitability;
                totalSuitabilitiesSquared += Math.pow(suitability, exponent);
                suitabilityMap.put(suitability, sampleRecord);
            }
        }

        Map<Float, WeatherRecord> weightMap = new LinkedHashMap<>();
        double divisor = Math.pow(totalSuitabilitiesSquared, 1D / exponent);
        for (Map.Entry<Float, WeatherRecord> entry : suitabilityMap.entrySet()) {
            float scaledWeight = (float)Math.pow(entry.getKey() / divisor, exponent);
            totalWeight += scaledWeight;
            weightMap.put(scaledWeight, entry.getValue());
        }

        assert totalWeight >= 0.99F && totalWeight <= 0.99F;

        return weightMap;
    }

    public static class WeatherRecord {
        public float[] measurements;
        public WeatherStatistics statistics;

        public WeatherRecord(float[] measurements, WeatherStatistics statistics) {
            this.measurements = measurements;
            this.statistics = statistics;
        }

        public WeatherRecord(float[] measurements) {
            this(measurements, new WeatherStatistics(measurements));
        }

        /**
         * @return An array of floats (objects, may be null). Returns null if an element exceeds the bounds of normal temperatures.
         */
        public static float[] readMeasurementsFromString(String inputString) {
            String[] input = inputString.trim().split(" ");
            float[] parsed = new float[input.length];
            for (int i = 0; i < input.length; i++) {
                float value = Float.parseFloat(input[i]);
                if (value < -38F || value > 34F) {
                    return null;
                }
                parsed[i] = value;
            }
            return parsed;
        }
    }

    public static class WeatherStatistics {
        public float minTemperature;
        public float maxTemperature;
        public float stdev;
        public float temperatureHash;

        public WeatherStatistics(float minTemperature, float maxTemperature, float stdev, float temperatureHash) {
            this.minTemperature = minTemperature;
            this.maxTemperature = maxTemperature;
            this.stdev = stdev;
            this.temperatureHash = temperatureHash;
        }

        /***
         * Generates the stats for the first 24 measurements of the given array.
         */
        public WeatherStatistics(float[] measurements) {
            assert measurements.length >= 24;

            // Stats are calculated for the first 24 measurement values
            float[] beginning = Arrays.copyOf(measurements, 24);

            this.minTemperature = calculateMinTemperature(beginning);
            this.maxTemperature = calculateMaxTemperature(beginning);
            this.stdev = calculateStdev(beginning);
            this.temperatureHash = calculateTemperatureHash(beginning);
        }

        public float calculateUnsuitability(WeatherStatistics target) {
            return Math.abs(this.temperatureHash - target.temperatureHash) +
                    Math.abs(this.stdev - target.stdev) * 6000F +
                    Math.abs(this.minTemperature - target.minTemperature) * 4000F +
                    Math.abs(this.maxTemperature - target.maxTemperature) * 4000F;
        }

        private static float calculateMinTemperature(float[] measurements) {
            return calculateMinMaxTemperature(true, measurements);
        }

        private static float calculateMaxTemperature(float[] measurements) {
            return calculateMinMaxTemperature(false, measurements);
        }

        private static float calculateMinMaxTemperature(boolean min, float[] measurements) {
            float best = measurements[0];
            for (float measurement : measurements) {
                if (min ? measurement < best : measurement > best) {
                    best = measurement;
                }
            }
            return best;
        }

        private static float calculateAverage(float[] measurements) {
            float sum = 0F;
            for (float measurement : measurements) {
                sum += measurement;
            }
            return sum / measurements.length;
        }

        private static float calculateStdev(float[] measurements) {
            float average = calculateAverage(measurements);
            double stdev_squared = 0F;
            for (float measurement : measurements) {
                stdev_squared += Math.pow(measurement - average, 2) / (double)(measurements.length - 1);
            }
            return (float) Math.sqrt(stdev_squared);
        }

        private static float calculateTemperatureHash(float[] measurements) {
            float hash = 0F;
            for (int i = 0; i < measurements.length; i++) {
                hash += (float) (measurements[i] * Math.pow(i + 1, 2.2D));
            }
            return hash;
        }
    }
}

Test details

Test 1

Verdict: ACCEPTED

input
1000
-0.4 -0.1 -0.2 -0.3 -0.4 -0.5 ...

correct output
0.4 0.4 0.5 0.8 0.9 1.1 1.3 1....

user output
0.03904253 -0.06806327 -0.1894...
Truncated

Test 2

Verdict: ACCEPTED

input
1000
2.9 2.9 2.9 2.1 2.6 2 2 2.2 2....

correct output
2.3 1.6 1.5 1.1 1 0.7 0.6 0.8 ...

user output
2.702939 2.5801141 2.4935932 2...
Truncated

Test 3

Verdict: ACCEPTED

input
1000
6.6 6 6.4 6 4.6 4.6 4.2 4.3 4....

correct output
10 10.9 10.3 10.1 9.1 7.3 5.7 ...

user output
10.131947 10.18338 9.828653 9....
Truncated

Test 4

Verdict: ACCEPTED

input
1000
19.4 20.2 19.1 18.9 18.3 17.3 ...

correct output
18 18.2 17 17.5 17.2 16.2 12 8...

user output
17.342087 17.23587 17.06261 16...
Truncated

Test 5

Verdict: ACCEPTED

input
1000
-5.7 -5.8 -5.8 -5.9 -7.1 -6.9 ...

correct output
-4.2 -4.1 -4 -3.8 -3.5 -3.2 -3...

user output
-4.2965913 -4.212499 -4.37838 ...
Truncated

Test 6

Verdict: ACCEPTED

input
1000
14.8 14.8 15.4 12.9 11.8 9.7 9...

correct output
11.8 11 11.6 10.8 10.4 10.4 10...

user output
12.656358 12.884188 12.908769 ...
Truncated

Test 7

Verdict: ACCEPTED

input
1000
0.7 1 2 1.4 0.6 -0.4 -0.9 -0.7...

correct output
-1.3 -0.5 -0.6 -1 -3.2 -7.2 -6...

user output
-1.7978011 -1.843981 -1.695866...
Truncated

Test 8

Verdict: ACCEPTED

input
1000
15.1 15.3 14.9 14.4 14.4 13.7 ...

correct output
15.6 15.9 16 15.2 14.6 14.4 13...

user output
15.341807 15.166342 15.163184 ...
Truncated