CSES - Datatähti 2024 alku - Results
Submission details
Task:Säähavainnot
Sender:EmuBird
Submission time:2023-11-12 18:01:16 +0200
Language:Java
Status:READY
Result:32
Feedback
groupverdictscore
#1ACCEPTED32.13
Test results
testverdicttimescore
#1ACCEPTED0.62 s4.13details
#2ACCEPTED0.67 s4.38details
#3ACCEPTED0.65 s4.13details
#4ACCEPTED0.62 s4details
#5ACCEPTED0.63 s3.88details
#6ACCEPTED0.63 s3.75details
#7ACCEPTED0.61 s3.88details
#8ACCEPTED0.63 s4details

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 > 0.2875F) {
                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 = 2.38D;
        float totalWeight = 0F;
        double totalSuitabilitiesSquared = 0F;
        for (WeatherRecord sampleRecord : sampleRecords) {
            float unsuitability = sampleRecord.statistics.calculateUnsuitability(target);

            if (unsuitability < 20312F) {
                if (unsuitability == 0F) {
                    Map<Float, WeatherRecord> weightMap = new LinkedHashMap<>();
                    weightMap.put(1F, sampleRecord);
                    return weightMap;
                }
                float suitability = 20000F / 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) * 6000F +
                    Math.abs(this.maxTemperature - target.maxTemperature) * 6000F;
        }

        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, 2.524F));
            }
            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
-0.024160968 -0.21444774 -0.24...
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
2.5752745 2.5441706 2.496076 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
? ? ? ? ? ? ? ? ? ? ? ?
13.447255 13.754845 14.024953 ...
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
? ? ? ? ? ? ? ? ? ? ? ?
? 7.0712953 6.5131955 ? ? ? ? ...
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
-4.3535614 -4.3945384 ? ? ? ? ...
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
? ? ? ? ? ? ? ? ? ? ? ?
10.5 10.5 10.5 10.5 10.5 10.5 ...
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
-1.8581866 -1.7975771 -1.25412...
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
? ? ? ? ? ? ? ? ? ? ? ?
1.2632033 1.415016 1.3322053 1...
Truncated