Task: | Säähavainnot |
Sender: | EmuBird |
Submission time: | 2023-11-10 18:53:34 +0200 |
Language: | Java |
Status: | READY |
Result: | 0 |
group | verdict | score |
---|---|---|
#1 | ACCEPTED | 0 |
test | verdict | time | score | |
---|---|---|---|---|
#1 | ACCEPTED | 0.49 s | 0 | details |
#2 | ACCEPTED | 0.49 s | 0 | details |
#3 | ACCEPTED | 0.48 s | 0 | details |
#4 | ACCEPTED | 0.48 s | 0 | details |
#5 | ACCEPTED | 0.47 s | 0 | details |
#6 | ACCEPTED | 0.47 s | 0 | details |
#7 | ACCEPTED | 0.46 s | 0 | details |
#8 | ACCEPTED | 0.50 s | 0 | details |
Code
import java.io.*; import java.nio.ByteBuffer; import java.nio.charset.StandardCharsets; import java.util.*; 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()); Float[] forecast = generateForecast(sampleRecords, new WeatherRecord(measurements)); 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 temperatureHash = (float) ((int) byteBuffer.getShort() | (int) byteBuffer.get() << 15) / 10F; float[] measurements = new float[36]; measurements[24] = (float) byteBuffer.getShort() / 10F; float lastTemperature = measurements[24]; for (int i = 25; i < measurements.length; i++) { float temperatureDelta = (float) byteBuffer.get() / 10F; measurements[i] = (lastTemperature += temperatureDelta); } weatherRecords.add(new WeatherRecord(measurements, new WeatherStatistics(temperatureHash))); } return weatherRecords.toArray(new WeatherRecord[0]); } private static Float[] generateForecast(WeatherRecord[] sampleRecords, WeatherRecord record) { WeatherRecord bestRecord = getBestRecord(sampleRecords, record.statistics); Float[] forecast = new Float[12]; if (bestRecord != null) { for (int hour = 24; hour < 36; hour++) { forecast[hour - 24] = bestRecord.measurements[hour]; } } return forecast; } private static WeatherRecord getBestRecord(WeatherRecord[] sampleRecords, WeatherStatistics target) { WeatherRecord bestRecord = null; float bestRecordSuitability = 2F; for (WeatherRecord sampleRecord : sampleRecords) { float unsuitability = sampleRecord.statistics.calculateUnsuitability(target); if (unsuitability < bestRecordSuitability) { bestRecord = sampleRecord; } } return bestRecord; } 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++) { parsed[i] = Float.parseFloat(input[i]); } return parsed; } } public static class WeatherStatistics { public float temperatureHash; public WeatherStatistics(float temperatureHash) { 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.temperatureHash = calculateTemperatureHash(beginning); } public float calculateUnsuitability(WeatherStatistics target) { return Math.abs(this.temperatureHash - target.temperatureHash); } 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)); } 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 |
---|
? ? ? ? ? ? ? ? ? ? ? ? 9.6 8.3 7.5 7.6 7.0 5.0 2.8 0.... 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 |
---|
? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ... 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 |
---|
? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ... 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 |
---|
18.2 17.300001 17.400002 18.2 ... 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 |
---|
? ? ? ? ? ? ? ? ? ? ? ? -4.3 -4.7000003 -5.2000003 -5.... 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 |
---|
? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ... 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 |
---|
4.7 4.2 4.2 3.6 3.6999998 3.1 ... 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 |
---|
? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ... Truncated |