CSES - Datatähti 2024 alku - Results
Submission details
Task:Säähavainnot
Sender:EmuBird
Submission time:2023-11-12 23:18:26 +0200
Language:Java
Status:READY
Result:44
Feedback
groupverdictscore
#1ACCEPTED44.13
Test results
testverdicttimescore
#1ACCEPTED0.73 s5.88details
#2ACCEPTED0.70 s6.13details
#3ACCEPTED0.72 s6.25details
#4ACCEPTED0.72 s5.88details
#5ACCEPTED0.72 s5.13details
#6ACCEPTED0.70 s4.75details
#7ACCEPTED0.72 s4.88details
#8ACCEPTED0.70 s5.25details

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() {
        String in = new StringBuilder()
                .append("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")
                .append("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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) ((int) byteBuffer.get() + 128) / 25F;
            float temperatureHash = (float) ((int) byteBuffer.getShort() | (int) byteBuffer.get() << 15);

            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) {
        Float[] forecast = new Float[12];
        Map<Float, WeatherRecord> weightedRecords = weighRecords(sampleRecords, record.statistics);

        if (weightedRecords.isEmpty()) return forecast;

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

            // 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());
            return deviation > 0.45F ? null : temperature;
        };

        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;
        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);
            weightMap.put(scaledWeight, entry.getValue());
        }

        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) * 2000F +
                    Math.abs(this.minTemperature - target.minTemperature) * 1800F +
                    Math.abs(this.maxTemperature - target.maxTemperature) * 1800F;
        }

        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] - measurements[0]) * Math.pow(i, 2.8D));
            }
            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
0.17551546 0.1477636 0.2005199...
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
2.5512602 2.5798473 2.458924 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
10.151251 10.025197 10.027567 ...
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
17.657125 17.510475 17.308735 ...
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
-4.3582025 -4.3223357 -4.56155...
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
12.56929 13.105457 13.029423 1...
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
-1.6445961 -1.6530732 -1.73252...
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
14.955538 14.791988 14.567846 ...
Truncated