#1 -- add some models
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@ -10,6 +10,8 @@ import org.springframework.web.bind.annotation.RequestMapping;
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import org.springframework.web.bind.annotation.RequestParam;
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import org.springframework.web.bind.annotation.RestController;
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import ru.ulstu.configurations.ApiConfiguration;
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import ru.ulstu.models.Forecast;
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import ru.ulstu.models.ForecastRequestParams;
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import ru.ulstu.models.TimeSeries;
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import ru.ulstu.services.TimeSeriesService;
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@ -37,7 +39,8 @@ public class TimeSeriesController {
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@PostMapping("getForecast")
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@ApiOperation("Получить прогноз временного ряда")
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public ResponseEntity<TimeSeries> getForecastTimeSeries(@RequestBody TimeSeries timeSeries) {
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return new ResponseEntity<>(timeSeriesService.getForecast(timeSeries), HttpStatus.OK);
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public ResponseEntity<Forecast> getForecastTimeSeries(@RequestBody ForecastRequestParams forecastRequestParams) {
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return new ResponseEntity<>(timeSeriesService.getForecast(forecastRequestParams.getOriginalTimeSeries(),
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forecastRequestParams.getCountForecast()), HttpStatus.OK);
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}
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}
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src/main/java/ru/ulstu/models/Forecast.java
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src/main/java/ru/ulstu/models/Forecast.java
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@ -0,0 +1,23 @@
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package ru.ulstu.models;
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public class Forecast {
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private TimeSeries originalTimeSeries;
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private TimeSeries forecast;
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public Forecast(TimeSeries originalTimeSeries) {
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this.originalTimeSeries = originalTimeSeries;
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this.forecast = new TimeSeries("Forecast time series of '" + originalTimeSeries.getName() + "'");
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}
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public TimeSeries getOriginalTimeSeries() {
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return originalTimeSeries;
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}
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public TimeSeries getForecast() {
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return forecast;
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}
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public void addValue(TimeSeriesValue timeSeriesValue) {
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forecast.addValue(timeSeriesValue);
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}
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}
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22
src/main/java/ru/ulstu/models/ForecastRequestParams.java
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src/main/java/ru/ulstu/models/ForecastRequestParams.java
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@ -0,0 +1,22 @@
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package ru.ulstu.models;
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public class ForecastRequestParams {
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private TimeSeries originalTimeSeries;
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private int countForecast;
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public TimeSeries getOriginalTimeSeries() {
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return originalTimeSeries;
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}
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public void setOriginalTimeSeries(TimeSeries originalTimeSeries) {
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this.originalTimeSeries = originalTimeSeries;
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}
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public int getCountForecast() {
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return countForecast;
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}
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public void setCountForecast(int countForecast) {
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this.countForecast = countForecast;
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}
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}
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@ -55,4 +55,8 @@ public class TimeSeries {
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public TimeSeriesValue getLastValue() {
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return values.get(values.size() - 1);
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}
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public int getLength() {
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return values.size();
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}
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}
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@ -1,6 +1,7 @@
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package ru.ulstu.services;
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import org.springframework.stereotype.Service;
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import ru.ulstu.models.Forecast;
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import ru.ulstu.models.TimeSeries;
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import ru.ulstu.models.TimeSeriesValue;
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import ru.ulstu.tsMethods.exponential.NoTrendNoSeason;
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@ -20,8 +21,8 @@ public class TimeSeriesService {
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return ts;
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}
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public TimeSeries getForecast(TimeSeries timeSeries) {
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NoTrendNoSeason nn = new NoTrendNoSeason(timeSeries, 5);
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public Forecast getForecast(TimeSeries timeSeries, int countForecast) {
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NoTrendNoSeason nn = new NoTrendNoSeason(timeSeries, countForecast);
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nn.setAlpa(0.1);
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nn.createModel();
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return nn.getForecastTimeSeries();
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@ -1,5 +1,6 @@
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package ru.ulstu.tsMethods;
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import ru.ulstu.models.Forecast;
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import ru.ulstu.models.TimeSeries;
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import java.util.HashMap;
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@ -8,13 +9,13 @@ import java.util.Map;
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public abstract class TimeSeriesMethod {
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protected TimeSeries originalTimeSeries;
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protected TimeSeries modelTimeSeries;
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protected TimeSeries forecastTimeSeries;
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protected Forecast forecastTimeSeries;
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protected int countForecast;
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protected Map<Param, Double> parameters = new HashMap<>();
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protected void init() {
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modelTimeSeries = new TimeSeries("Model time series of '" + originalTimeSeries.getName() + "'");
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forecastTimeSeries = new TimeSeries("Forecast time series of '" + originalTimeSeries.getName() + "'");
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forecastTimeSeries = new Forecast(originalTimeSeries);
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}
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public TimeSeries getOriginalTimeSeries() {
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@ -25,11 +26,7 @@ public abstract class TimeSeriesMethod {
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return modelTimeSeries;
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}
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public int getCountForecast() {
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return countForecast;
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}
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public TimeSeries getForecastTimeSeries() {
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public Forecast getForecastTimeSeries() {
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return forecastTimeSeries;
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}
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@ -34,7 +34,7 @@ public class NoTrendNoSeason extends TimeSeriesMethod {
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for (int t = 0; t < originalTimeSeries.getValues().size() - 1 + countForecast; t++) {
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// пока не дошли до конца ряда - сглаживаем, иначе строим прогноз
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if (t < originalTimeSeries.getValues().size()) {
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e = originalTimeSeries.getValues().get(t).getValue() - forecastTimeSeries.getValues().get(t).getValue();
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e = originalTimeSeries.getValues().get(t).getValue() - forecastTimeSeries.getForecast().getValues().get(t).getValue();
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} else {
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e = 0;
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}
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