Task: | Säähavainnot |
Sender: | EmuBird |
Submission time: | 2023-11-12 17:48:38 +0200 |
Language: | Java |
Status: | READY |
Result: | 38 |
group | verdict | score |
---|---|---|
#1 | ACCEPTED | 38 |
test | verdict | time | score | |
---|---|---|---|---|
#1 | ACCEPTED | 0.71 s | 4.88 | details |
#2 | ACCEPTED | 0.72 s | 5.13 | details |
#3 | ACCEPTED | 0.71 s | 4.88 | details |
#4 | ACCEPTED | 0.69 s | 4.63 | details |
#5 | ACCEPTED | 0.68 s | 4.75 | details |
#6 | ACCEPTED | 0.68 s | 4.5 | details |
#7 | ACCEPTED | 0.71 s | 4.63 | details |
#8 | ACCEPTED | 0.70 s | 4.63 | details |
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 > 0.2F) { 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 = 2.2D; float totalWeight = 0F; double totalSuitabilitiesSquared = 0F; for (WeatherRecord sampleRecord : sampleRecords) { float unsuitability = sampleRecord.statistics.calculateUnsuitability(target); if (unsuitability < 35450F) { if (unsuitability == 0F) { Map<Float, WeatherRecord> weightMap = new LinkedHashMap<>(); weightMap.put(1F, sampleRecord); return weightMap; } float suitability = 12500F / 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) * 391.58594F + Math.abs(this.minTemperature - target.minTemperature) * 9687.531F + Math.abs(this.maxTemperature - target.maxTemperature) * 9687.531F; } 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 |
---|
0.03835282 -0.105094664 -0.091... 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 |
---|
2.650122 2.6171937 2.5551112 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 |
---|
? ? ? ? ? ? ? ? ? ? ? ? 13.442058 13.814426 13.968889 ... 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 |
---|
? ? ? ? ? ? ? ? ? ? ? ? 6.94153 7.0527415 6.4950337 6.... 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 |
---|
-4.296362 ? ? ? ? ? ? ? ? ? ? ... 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 |
---|
? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 19.230135 ? ? ? ? ? ? ? ? ? ? ... 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 |
---|
-1.7846907 -1.7635719 -1.48536... 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 |
---|
15.444505 15.405875 15.385756 ... Truncated |