build.gradle

@@ -1,14 +1,7 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 plugins {
     id 'java'
-    id 'io.spring.dependency-management' version '1.0.9.RELEASE'
+    id 'io.spring.dependency-management' version '1.0.11.RELEASE'
-    id 'org.springframework.boot' version '2.3.3.RELEASE'
+    id 'org.springframework.boot' version '2.6.4'
-    id "org.sonarqube" version "2.7"
 }
 
 jar {
@@ -16,26 +9,29 @@ jar {
 }
 
 repositories {
-    mavenLocal()
+    maven {
-    mavenCentral()
+        url "https://repo.athene.tech/repository/maven-central/"
+    }
+    maven {
+        url "https://repo.athene.tech/repository/maven-releases/"
+    }
 }
 
-sourceCompatibility = 11
+sourceCompatibility = '11'
-targetCompatibility = 11
+targetCompatibility = '11'
 
 dependencies {
     ext {
         versionSLF4J = '1.7.24'
         versionJetty = '9.3.16.v20170120'
         versionJackson = '2.9.4'
-        versionSwagger = '2.5.0'
     }
 
     implementation  group: 'org.springframework.boot', name: 'spring-boot-starter-web'
     implementation  group: 'org.springframework.boot', name: 'spring-boot-starter-jetty'
     implementation group: 'org.springframework.boot', name: 'spring-boot-starter-thymeleaf'
     implementation  group: 'org.slf4j', name: 'slf4j-api', version: versionSLF4J
-    implementation group: 'nz.net.ultraq.thymeleaf', name: 'thymeleaf-layout-dialect'
+    implementation group: 'nz.net.ultraq.thymeleaf', name: 'thymeleaf-layout-dialect', version: '3.1.0'
     implementation group: 'org.javassist', name: 'javassist', version: '3.25.0-GA'
     implementation  group: 'org.eclipse.jetty', name: 'jetty-servlet', version: versionJetty
 
@@ -43,8 +39,7 @@ dependencies {
     implementation  group: 'com.fasterxml.jackson.core', name: 'jackson-annotations', version: versionJackson
     implementation  group: 'com.fasterxml.jackson.datatype', name: 'jackson-datatype-jsr310', version: versionJackson
 
-    implementation  group: 'io.springfox', name: 'springfox-swagger2', version: versionSwagger
+    implementation group: 'org.springdoc', name: 'springdoc-openapi-ui', version: '1.6.5'
-    implementation  group: 'io.springfox', name: 'springfox-swagger-ui', version: versionSwagger
 
     implementation group: 'org.webjars', name: 'jquery', version: '3.6.0'
     implementation group: 'org.webjars', name: 'bootstrap', version: '4.6.0'

gradle/wrapper/gradle-wrapper.properties

@@ -3,4 +3,4 @@ distributionBase=GRADLE_USER_HOME
 distributionPath=wrapper/dists
 zipStoreBase=GRADLE_USER_HOME
 zipStorePath=wrapper/dists
-distributionUrl=https\://services.gradle.org/distributions/gradle-6.6.1-all.zip
+distributionUrl=https\://services.gradle.org/distributions/gradle-7.4-bin.zip

src/main/java/ru/ulstu/HttpUtils.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu;
 
 import javax.servlet.http.HttpServletRequest;

src/main/java/ru/ulstu/TimeSeriesUtils.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu;
 
 import ru.ulstu.datamodel.ts.TimeSeries;

src/main/java/ru/ulstu/configuration/MvcConfiguration.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.configuration;
 
 import org.springframework.context.annotation.Bean;

src/main/java/ru/ulstu/configuration/SwaggerConfiguration.java

@@ -1,24 +1,21 @@
 package ru.ulstu.configuration;
 
-import com.google.common.base.Predicates;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springdoc.core.GroupedOpenApi;
 import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
-import springfox.documentation.builders.PathSelectors;
-import springfox.documentation.builders.RequestHandlerSelectors;
-import springfox.documentation.spi.DocumentationType;
-import springfox.documentation.spring.web.plugins.Docket;
-import springfox.documentation.swagger2.annotations.EnableSwagger2;
 
 @Configuration
-@EnableSwagger2
 public class SwaggerConfiguration {
+    private final Logger log = LoggerFactory.getLogger(SwaggerConfiguration.class);
 
     @Bean
-    public Docket swaggerApi() {
+    public GroupedOpenApi swaggerApi() {
-        return new Docket(DocumentationType.SWAGGER_2)
+        log.info("Creating Swagger API configuration bean");
-                .select()
+        return GroupedOpenApi.builder()
-                .apis(RequestHandlerSelectors.any())
+                .group("timetable-api")
-                .paths(Predicates.not(PathSelectors.regex("/error")))
+                .pathsToMatch(ApiConfiguration.API_1_0 + "**")
                 .build();
     }
 }

src/main/java/ru/ulstu/configuration/TemplateConfiguration.java

@@ -1,12 +1,6 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.configuration;
 
-import nz.net.ultraq.thymeleaf.LayoutDialect;
+import nz.net.ultraq.thymeleaf.layoutdialect.LayoutDialect;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.context.MessageSource;
 import org.springframework.context.annotation.Bean;

src/main/java/ru/ulstu/controller/AdviceController.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.controller;
 
 import org.slf4j.Logger;

src/main/java/ru/ulstu/controller/DbController.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.controller;
 
 import org.springframework.web.bind.annotation.DeleteMapping;

src/main/java/ru/ulstu/controller/IndexController.java

@@ -1,11 +1,6 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.controller;
 
+import io.swagger.v3.oas.annotations.Hidden;
 import org.springframework.stereotype.Controller;
 import org.springframework.ui.Model;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -17,7 +12,6 @@ import ru.ulstu.datamodel.ts.TimeSeries;
 import ru.ulstu.datamodel.ts.TimeSeriesValue;
 import ru.ulstu.db.DbService;
 import ru.ulstu.service.TimeSeriesService;
-import springfox.documentation.annotations.ApiIgnore;
 
 import java.io.IOException;
 import java.lang.reflect.InvocationTargetException;
@@ -29,7 +23,7 @@ import java.util.stream.Collectors;
 import java.util.stream.Stream;
 
 @Controller
-@ApiIgnore
+@Hidden
 public class IndexController {
     private final TimeSeriesService timeSeriesService;
     private final DbService dbService;
@@ -56,15 +50,45 @@ public class IndexController {
         if (chartForm.getTimeSeriesMeta() != null
                 && chartForm.getTimeSeriesMeta().getKey() != null
                 && !chartForm.getTimeSeriesMeta().getKey().isEmpty()) {
-            addChartToModel(dbService.getTimeSeries(chartForm.getSet(), chartForm.getTimeSeriesMeta().getKey()), model);
+            addChartToModel(dbService.getTimeSeries(chartForm.getSet(), chartForm.getTimeSeriesMeta().getKey()), null, model);
         }
         return "index";
     }
 
-    private void addChartToModel(TimeSeries timeSeries, Model model) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
+    @GetMapping("/method")
+    public String method(Model model) throws IOException {
+        model.addAttribute("sets", dbService.getSets());
+        model.addAttribute("methods", timeSeriesService.getAvailableMethods());
+        model.addAttribute("chartForm", new ChartForm());
+        return "method";
+    }
+
+    @GetMapping("chartMethod")
+    public String chartMethod(@ModelAttribute ChartForm chartForm, Model model) throws IOException, ModelingException, ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
+        model.addAttribute("sets", dbService.getSets());
+        model.addAttribute("methods", timeSeriesService.getAvailableMethods());
+        if (chartForm.getSet() != null && !chartForm.getSet().getKey().equals("")) {
+            model.addAttribute("listTimeSeries", dbService.getTimeSeriesMeta(chartForm.getSet()));
+        }
+        if (chartForm.getTimeSeriesMeta() != null
+                && chartForm.getTimeSeriesMeta().getKey() != null
+                && !chartForm.getTimeSeriesMeta().getKey().isEmpty()
+                && chartForm.getMethodClassName() != null
+                && !chartForm.getMethodClassName().equals("")) {
+            addChartToModel(dbService.getTimeSeries(chartForm.getSet(), chartForm.getTimeSeriesMeta().getKey()), chartForm.getMethodClassName(), model);
+        }
+        return "method";
+    }
+
+    private void addChartToModel(TimeSeries timeSeries, String method, Model model) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
         int countForecastPoints = timeSeries.getLength() > 20 ? 10 : timeSeries.getLength() / 3;
-        TimeSeries timeSeriesModel = timeSeriesService.smoothTimeSeries(timeSeries);
+        TimeSeries timeSeriesModel = timeSeriesService.smoothTimeSeries(timeSeries).getTimeSeries();
-        ModelingResult modelingResult = timeSeriesService.getForecast(timeSeries, countForecastPoints);
+        ModelingResult modelingResult;
+        if (method == null) {
+            modelingResult = timeSeriesService.getForecast(timeSeries, countForecastPoints);
+        } else {
+            modelingResult = timeSeriesService.getForecast(timeSeries, method, countForecastPoints);
+        }
         TimeSeries forecast = modelingResult.getTimeSeries();
         TimeSeries testForecast = modelingResult.getTestForecast();
         model.addAttribute("dates", getDatesForChart(timeSeries, forecast));

src/main/java/ru/ulstu/controller/TimeSeriesController.java

@@ -1,16 +1,11 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.controller;
 
-import io.swagger.annotations.ApiOperation;
+import io.swagger.v3.oas.annotations.Operation;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.springframework.http.HttpStatus;
 import org.springframework.http.ResponseEntity;
+import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.PostMapping;
 import org.springframework.web.bind.annotation.RequestBody;
 import org.springframework.web.bind.annotation.RequestMapping;
@@ -21,11 +16,13 @@ import ru.ulstu.datamodel.ForecastParams;
 import ru.ulstu.datamodel.ModelingResult;
 import ru.ulstu.datamodel.exception.ModelingException;
 import ru.ulstu.datamodel.ts.TimeSeries;
-import ru.ulstu.service.MethodParamBruteForce;
+import ru.ulstu.method.Method;
 import ru.ulstu.service.TimeSeriesService;
 
 import javax.servlet.http.HttpServletRequest;
+import javax.validation.Valid;
 import java.lang.reflect.InvocationTargetException;
+import java.util.List;
 import java.util.concurrent.ExecutionException;
 
 @RestController
@@ -34,17 +31,14 @@ public class TimeSeriesController {
     private final static Logger LOGGER = LoggerFactory.getLogger(TimeSeriesController.class);
 
     private final TimeSeriesService timeSeriesService;
-    private final MethodParamBruteForce methodParamBruteForce;
 
-    public TimeSeriesController(TimeSeriesService timeSeriesService,
+    public TimeSeriesController(TimeSeriesService timeSeriesService) {
-                                MethodParamBruteForce methodParamBruteForce) {
         this.timeSeriesService = timeSeriesService;
-        this.methodParamBruteForce = methodParamBruteForce;
     }
 
     @PostMapping("getForecast")
-    @ApiOperation("Получить прогноз временного ряда")
+    @Operation(description = "Получить прогноз временного ряда любым методом")
-    public ResponseEntity<ModelingResult> getForecastTimeSeries(@RequestBody ForecastParams forecastParams, HttpServletRequest request) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
+    public ResponseEntity<ModelingResult> getForecastTimeSeries(@RequestBody @Valid ForecastParams forecastParams, HttpServletRequest request) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
         LOGGER.info("User ip: " + HttpUtils.getUserIp(request));
         LOGGER.info("Forecast: " + forecastParams);
         ResponseEntity<ModelingResult> result = new ResponseEntity<>(timeSeriesService.getForecast(forecastParams.getOriginalTimeSeries(),
@@ -54,12 +48,30 @@ public class TimeSeriesController {
     }
 
     @PostMapping("getSmoothed")
-    @ApiOperation("Получить сглаженный временной ряд")
+    @Operation(description = "Получить сглаженный временной ряд любым методом")
     public ResponseEntity<ModelingResult> getSmoothedTimeSeries(@RequestBody TimeSeries timeSeries, HttpServletRequest request) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
         LOGGER.info("User ip: " + HttpUtils.getUserIp(request));
         LOGGER.info("Time series for smoothing: " + timeSeries);
-        ResponseEntity<ModelingResult> result = new ResponseEntity<>(methodParamBruteForce.getSmoothedTimeSeries(timeSeries), HttpStatus.OK);
+        ResponseEntity<ModelingResult> result = new ResponseEntity<>(timeSeriesService.smoothTimeSeries(timeSeries), HttpStatus.OK);
         LOGGER.info("Smoothing complete");
         return result;
     }
+
+    @PostMapping("getSpecificMethodForecast")
+    @Operation(description = "Получить прогноз временного ряда указанным методом")
+    public ResponseEntity<ModelingResult> getForecastTimeSeriesSpecificMethod(@RequestBody @Valid ForecastParams forecastParams, HttpServletRequest request) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
+        LOGGER.info("User ip: " + HttpUtils.getUserIp(request));
+        LOGGER.info("Forecast: " + forecastParams);
+        ResponseEntity<ModelingResult> result = new ResponseEntity<>(timeSeriesService.getForecast(forecastParams.getOriginalTimeSeries(),
+                forecastParams.getMethodClassName(),
+                forecastParams.getCountForecast()), HttpStatus.OK);
+        LOGGER.info("Forecast result complete");
+        return result;
+    }
+
+    @GetMapping("availableMethods")
+    @Operation(description = "Получить список доступных методов моделирования")
+    public ResponseEntity<List<Method>> getAvailableMethods() {
+        return new ResponseEntity<>(timeSeriesService.getAvailableMethods(), HttpStatus.OK);
+    }
 }

src/main/java/ru/ulstu/controller/UtilController.java

@@ -1,12 +1,6 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.controller;
 
-import io.swagger.annotations.ApiOperation;
+import io.swagger.v3.oas.annotations.Operation;
 import org.springframework.http.HttpStatus;
 import org.springframework.http.ResponseEntity;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -30,25 +24,25 @@ public class UtilController {
     }
 
     @GetMapping("isAlive")
-    @ApiOperation("Проверка сервиса")
+    @Operation(description = "Проверка сервиса")
     public ResponseEntity<Boolean> isAlive() {
         return new ResponseEntity<>(true, HttpStatus.OK);
     }
 
     @GetMapping("getRandom")
-    @ApiOperation("Получить временной ряд рандомной длины")
+    @Operation(description = "Получить временной ряд рандомной длины")
     public ResponseEntity<TimeSeries> getRandomTimeSeries(@RequestParam("length") int length) {
         return new ResponseEntity<>(utilService.getRandomTimeSeries(length), HttpStatus.OK);
     }
 
     @GetMapping("getFromString")
-    @ApiOperation("Преобразовать строку с разделителями во временной ряд")
+    @Operation(description = "Преобразовать строку с разделителями во временной ряд")
     public ResponseEntity<TimeSeries> getTimeSeriesFromString(@RequestParam("tsString") String tsString) {
         return new ResponseEntity<>(utilService.getTimeSeriesFromString(tsString), HttpStatus.OK);
     }
 
     @PostMapping("timeSeriesToString")
-    @ApiOperation("Преобразовать временной ряд в строку с разделителями")
+    @Operation(description = "Преобразовать временной ряд в строку с разделителями")
     public ResponseEntity<String> getTimeSeriesToString(@RequestBody TimeSeries timeSeries) {
         return new ResponseEntity<>(utilService.getTimeSeriesToString(timeSeries), HttpStatus.OK);
     }

src/main/java/ru/ulstu/datamodel/ChartForm.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel;
 
 import ru.ulstu.db.model.TimeSeriesMeta;
@@ -12,6 +6,7 @@ import ru.ulstu.db.model.TimeSeriesSet;
 public class ChartForm {
     private TimeSeriesSet set;
     private TimeSeriesMeta timeSeriesMeta;
+    private String methodClassName = null;
 
     public TimeSeriesSet getSet() {
         return set;
@@ -28,4 +23,12 @@ public class ChartForm {
     public void setTimeSeriesMeta(TimeSeriesMeta timeSeriesMeta) {
         this.timeSeriesMeta = timeSeriesMeta;
     }
+
+    public String getMethodClassName() {
+        return methodClassName;
+    }
+
+    public void setMethodClassName(String methodClassName) {
+        this.methodClassName = methodClassName;
+    }
 }

src/main/java/ru/ulstu/datamodel/ForecastParams.java

@@ -1,16 +1,15 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel;
 
 import ru.ulstu.datamodel.ts.TimeSeries;
 
+import javax.validation.constraints.NotNull;
+
 public class ForecastParams {
+    @NotNull
     private TimeSeries originalTimeSeries;
+    @NotNull
     private int countForecast;
+    private String methodClassName;
 
     public TimeSeries getOriginalTimeSeries() {
         return originalTimeSeries;
@@ -28,6 +27,14 @@ public class ForecastParams {
         this.countForecast = countForecast;
     }
 
+    public String getMethodClassName() {
+        return methodClassName;
+    }
+
+    public void setMethodClassName(String methodClassName) {
+        this.methodClassName = methodClassName;
+    }
+
     @Override
     public String toString() {
         return "ForecastParams{" +

src/main/java/ru/ulstu/datamodel/Model.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel;
 
 import ru.ulstu.datamodel.ts.TimeSeries;

src/main/java/ru/ulstu/datamodel/ModelingResult.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel;
 
 import ru.ulstu.datamodel.ts.TimeSeries;

src/main/java/ru/ulstu/datamodel/Score.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel;
 
 import com.fasterxml.jackson.annotation.JsonIgnore;

src/main/java/ru/ulstu/datamodel/exception/ForecastValidateException.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel.exception;
 
 public class ForecastValidateException extends ModelingException {

src/main/java/ru/ulstu/datamodel/exception/ModelingException.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel.exception;
 
 public class ModelingException extends Exception {

src/main/java/ru/ulstu/datamodel/exception/TimeSeriesValidateException.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel.exception;
 
 public class TimeSeriesValidateException extends ModelingException {

src/main/java/ru/ulstu/datamodel/response/ControllerResponse.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel.response;
 
 class ControllerResponse<D, E> {

src/main/java/ru/ulstu/datamodel/response/ControllerResponseError.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel.response;
 
 class ControllerResponseError<D> {

src/main/java/ru/ulstu/datamodel/response/ErrorConstants.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel.response;
 
 public enum ErrorConstants {

src/main/java/ru/ulstu/datamodel/response/Response.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel.response;
 
 import org.springframework.http.HttpStatus;

src/main/java/ru/ulstu/datamodel/response/ResponseExtended.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel.response;
 
 import org.springframework.http.HttpStatus;

src/main/java/ru/ulstu/datamodel/ts/TimeSeries.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel.ts;
 
 import com.fasterxml.jackson.annotation.JsonCreator;

src/main/java/ru/ulstu/datamodel/ts/TimeSeriesValue.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.datamodel.ts;
 
 import com.fasterxml.jackson.annotation.JsonCreator;

src/main/java/ru/ulstu/db/DbFileService.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.db;
 
 import com.fasterxml.jackson.databind.ObjectMapper;

src/main/java/ru/ulstu/db/DbService.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.db;
 
 import ru.ulstu.datamodel.exception.ModelingException;

src/main/java/ru/ulstu/db/model/TimeSeriesMeta.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.db.model;
 
 import ru.ulstu.datamodel.ts.TimeSeries;

src/main/java/ru/ulstu/db/model/TimeSeriesSet.java

@@ -1,15 +1,9 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.db.model;
 
 import java.io.File;
 
 public class TimeSeriesSet {
-    private String key;
+    private final String key;
 
     public TimeSeriesSet(File dir) {
         this.key = dir.getName();

src/main/java/ru/ulstu/method/Method.java

@@ -1,13 +1,6 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method;
 
 import com.fasterxml.jackson.annotation.JsonIgnore;
-import com.fasterxml.jackson.annotation.JsonProperty;
 import ru.ulstu.TimeSeriesUtils;
 import ru.ulstu.datamodel.Model;
 import ru.ulstu.datamodel.exception.ForecastValidateException;
@@ -20,7 +13,7 @@ import java.time.temporal.ChronoUnit;
 import java.util.List;
 
 /**
- * Наиболее общая логика моделировании и прогнозирования временных рядов
+ * Наиболее общая логика моделирования и прогнозирования временных рядов
  */
 public abstract class Method {
     @JsonIgnore
@@ -93,7 +86,9 @@ public abstract class Method {
         Model model = getModel(timeSeries, parameters);
         TimeSeries forecast = generateEmptyForecastPoints(model.getTimeSeriesModel(), countPoints);
         forecast.getFirstValue().setValue(model.getTimeSeriesModel().getLastValue().getValue());
-        return getForecastWithValidParams(model, forecast);
+        forecast = getForecastWithValidParams(model, forecast);
+        forecast.getFirstValue().setValue(timeSeries.getLastValue().getValue());
+        return forecast;
     }
 
     protected TimeSeries generateEmptyForecastPoints(TimeSeries model, int countPointForecast) {
@@ -117,8 +112,13 @@ public abstract class Method {
     }
 
     @Override
-    @JsonProperty("name")
     public String toString() {
+        return getName();
+    }
+
+    public String getKey() {
         return getClass().getSimpleName();
     }
+
+    public abstract String getName();
 }

src/main/java/ru/ulstu/method/MethodParamValue.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method;
 
 public class MethodParamValue {

src/main/java/ru/ulstu/method/MethodParameter.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method;
 
 import java.util.List;

src/main/java/ru/ulstu/method/exponential/addtrendaddseason/AddTrendAddSeason.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method.exponential.addtrendaddseason;
 
 import org.springframework.stereotype.Component;
@@ -92,4 +86,9 @@ public class AddTrendAddSeason extends Method {
     public List<MethodParameter> getAvailableParameters() {
         return AddTrendAddSeasonModel.getAvailableParameters();
     }
+
+    @Override
+    public String getName() {
+        return "Экспоненциальный метод с аддитивным трендом и аддитивной сезонностью (метод Хольта-Уинтерса)";
+    }
 }

src/main/java/ru/ulstu/method/exponential/addtrendaddseason/AddTrendAddSeasonModel.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method.exponential.addtrendaddseason;
 
 import ru.ulstu.datamodel.ts.TimeSeries;

src/main/java/ru/ulstu/method/exponential/addtrendnoseason/AddTrendNoSeason.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method.exponential.addtrendnoseason;
 
 import org.springframework.stereotype.Component;
@@ -58,4 +52,9 @@ public class AddTrendNoSeason extends Method {
     public List<MethodParameter> getAvailableParameters() {
         return AddTrendNoSeasonModel.getAvailableParameters();
     }
+
+    @Override
+    public String getName() {
+        return "Экспоненциальный метод с аддитивным трендом без сезонной компоненты (метод Хольта)";
+    }
 }

src/main/java/ru/ulstu/method/exponential/addtrendnoseason/AddTrendNoSeasonModel.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method.exponential.addtrendnoseason;
 
 import ru.ulstu.datamodel.ts.TimeSeries;

src/main/java/ru/ulstu/method/exponential/notrendnoseason/NoTrendNoSeason.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method.exponential.notrendnoseason;
 
 import org.springframework.stereotype.Component;
@@ -48,4 +42,9 @@ public class NoTrendNoSeason extends Method {
     public List<MethodParameter> getAvailableParameters() {
         return NoTrendNoSeasonModel.getAvailableParameters();
     }
+
+    @Override
+    public String getName() {
+        return "Экспоненциальный метод без трендовой и сезонной компоненты";
+    }
 }

src/main/java/ru/ulstu/method/exponential/notrendnoseason/NoTrendNoSeasonModel.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method.exponential.notrendnoseason;
 
 import ru.ulstu.datamodel.ts.TimeSeries;

src/main/java/ru/ulstu/method/exponential/parameter/Alpha.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method.exponential.parameter;
 
 public class Alpha extends ExponentialMethodParameter {

src/main/java/ru/ulstu/method/exponential/parameter/Beta.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method.exponential.parameter;
 
 public class Beta extends ExponentialMethodParameter {

src/main/java/ru/ulstu/method/exponential/parameter/ExponentialMethodParamValue.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method.exponential.parameter;
 
 public class ExponentialMethodParamValue<T extends ExponentialMethodParameter> {

src/main/java/ru/ulstu/method/exponential/parameter/ExponentialMethodParameter.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method.exponential.parameter;
 
 import com.fasterxml.jackson.annotation.JsonIgnore;

src/main/java/ru/ulstu/method/exponential/parameter/Gamma.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method.exponential.parameter;
 
 public class Gamma extends ExponentialMethodParameter {

src/main/java/ru/ulstu/method/exponential/parameter/Season.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.method.exponential.parameter;
 
 public class Season extends ExponentialMethodParameter {

src/main/java/ru/ulstu/score/ScoreMethod.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.score;
 
 import ru.ulstu.datamodel.Score;

src/main/java/ru/ulstu/score/Smape.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.score;
 
 import ru.ulstu.datamodel.exception.ModelingException;

src/main/java/ru/ulstu/service/MethodParamBruteForce.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.service;
 
 import org.springframework.stereotype.Service;
@@ -33,7 +27,7 @@ import java.util.concurrent.Future;
 import java.util.stream.Collectors;
 
 @Service
-public class MethodParamBruteForce {
+class MethodParamBruteForce {
     private final int DEFAULT_THREAD_COUNT = 50;
     private final List<Method> methods;
     private final ScoreMethod scoreMethod = new Smape();
@@ -43,9 +37,9 @@ public class MethodParamBruteForce {
         this.methods = methods;
     }
 
-    public ModelingResult getForecast(TimeSeries timeSeries, int countPointsForecast) throws ExecutionException, InterruptedException, NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException, ModelingException {
+    private ModelingResult getForecastByMethods(TimeSeries timeSeries, List<Method> methods, int countPointsForecast) throws ExecutionException, InterruptedException, NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException, ModelingException {
-        List<Future<ModelingResult>> results = new ArrayList<>();
+        List<Future<ModelingResult>> futureModelingResults = new ArrayList<>();
-        List<ModelingResult> results2 = new CopyOnWriteArrayList<>();
+        List<ModelingResult> modelingResults = new CopyOnWriteArrayList<>();
         final int countPoints = (countPointsForecast > timeSeries.getLength()) ? timeSeries.getLength() / 3 : countPointsForecast;
         TimeSeries reducedTimeSeries = new TimeSeries(timeSeries.getValues().stream().limit(timeSeries.getLength() - countPoints).collect(Collectors.toList()),
                 "test part of " + timeSeries.getKey());
@@ -58,7 +52,7 @@ public class MethodParamBruteForce {
             for (List<MethodParamValue> parametersValues : availableParametersValues) {
                 Method methodInstance = method.getClass().getDeclaredConstructor().newInstance();
                 if (methodInstance.canMakeForecast(reducedTimeSeries, parametersValues, countPoints)) {
-                    results.add(executors.submit(() -> {
+                    futureModelingResults.add(executors.submit(() -> {
                         TimeSeries forecast = syncDates(methodInstance.getForecast(reducedTimeSeries, parametersValues, countPoints), timeSeries);
                         return new ModelingResult(forecast, null,
                                 parametersValues,
@@ -68,17 +62,39 @@ public class MethodParamBruteForce {
                 }
             }
         }
-        for (Future<ModelingResult> futureModelingResult : results) {
+        for (Future<ModelingResult> futureModelingResult : futureModelingResults) {
-            results2.add(futureModelingResult.get());
+            modelingResults.add(futureModelingResult.get());
         }
-        ModelingResult bestResult = results2.stream()
+
+        return getBestResultForecast(modelingResults, timeSeries, countPoints);
+    }
+
+    public ModelingResult getForecast(TimeSeries timeSeries, String methodClassName, int countPointsForecast) throws ExecutionException, InterruptedException, NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException, ModelingException {
+        Method method = methods.stream()
+                .filter(m -> m.getClass().getSimpleName().equals(methodClassName))
+                .findAny()
+                .orElseThrow(() -> new ModelingException("Неизвестный метод прогнозирования"));
+        return getForecastByMethods(timeSeries, List.of(method), countPointsForecast);
+    }
+
+    public ModelingResult getForecast(TimeSeries timeSeries, Method method, int countPointsForecast) throws ExecutionException, InterruptedException, NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException, ModelingException {
+        return getForecastByMethods(timeSeries, List.of(method), countPointsForecast);
+    }
+
+    public ModelingResult getForecast(TimeSeries timeSeries, int countPointsForecast) throws ExecutionException, InterruptedException, NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException, ModelingException {
+        return getForecastByMethods(timeSeries, methods, countPointsForecast);
+    }
+
+    private ModelingResult getBestResultForecast(List<ModelingResult> modelingResults,
+                                                 TimeSeries timeSeries,
+                                                 int countPoints) throws ModelingException {
+        ModelingResult bestResult = modelingResults.stream()
                 .min(Comparator.comparing(modelingResult -> modelingResult.getScore().getDoubleValue()))
                 .orElseThrow(() -> new ModelingException("Лучший метод не найден"));
 
         TimeSeries forecast = bestResult.getTimeSeriesMethod().getForecast(timeSeries,
                 bestResult.getParamValues(),
                 countPoints);
-        forecast.getValue(0).setValue(timeSeries.getNumericValue(timeSeries.getLength() - 1));
 
         return new ModelingResult(forecast,
                 bestResult.getTimeSeries(),
@@ -96,9 +112,12 @@ public class MethodParamBruteForce {
         return forecast;
     }
 
+    /*
+    TODO:
     public TimeSeries getForecastWithOptimalLength(TimeSeries timeSeries) {
         throw new RuntimeException("Not implemented");
     }
+    */
 
     public ModelingResult getSmoothedTimeSeries(TimeSeries timeSeries) throws ExecutionException, InterruptedException, NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
         List<Future<ModelingResult>> results = new ArrayList<>();
@@ -139,7 +158,7 @@ public class MethodParamBruteForce {
             parameterOffset.put(methodParameter, 0);
             parameterValues.put(methodParameter, methodParameter.getAvailableValues());
         }
-        while (!isAllValuesUsed(parameterOffset, parameterValues)) {
+        while (isNotAllParameterValuesUsed(parameterOffset, parameterValues)) {
             List<MethodParamValue> resultRow = new ArrayList<>();
             for (MethodParameter methodParameter : parameterOffset.keySet()) {
                 resultRow.add(new MethodParamValue(methodParameter,
@@ -155,7 +174,7 @@ public class MethodParamBruteForce {
                                  Map<MethodParameter, List<Number>> parameterValues) {
         List<MethodParameter> parameters = new ArrayList<>(parameterOffset.keySet());
         int i = 0;
-        while (i < parameters.size() && !isAllValuesUsed(parameterOffset, parameterValues)) {
+        while (i < parameters.size() && isNotAllParameterValuesUsed(parameterOffset, parameterValues)) {
             if (parameterOffset.get(parameters.get(i)) == parameterValues.get(parameters.get(i)).size() - 1) {
                 parameterOffset.put(parameters.get(i), 0);
                 i++;
@@ -169,13 +188,17 @@ public class MethodParamBruteForce {
         }
     }
 
-    private boolean isAllValuesUsed(Map<MethodParameter, Integer> parameterOffset,
+    private boolean isNotAllParameterValuesUsed(Map<MethodParameter, Integer> parameterOffset,
-                                    Map<MethodParameter, List<Number>> parameterValues) {
+                                                Map<MethodParameter, List<Number>> parameterValues) {
         for (MethodParameter methodParameter : parameterOffset.keySet()) {
             if (parameterOffset.get(methodParameter) != parameterValues.get(methodParameter).size() - 1) {
-                return false;
+                return true;
             }
         }
-        return true;
+        return false;
+    }
+
+    public List<Method> getAvailableMethods() {
+        return methods;
     }
 }

src/main/java/ru/ulstu/service/TimeSeriesService.java

@@ -1,33 +1,41 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.service;
 
+import org.springframework.context.ApplicationContext;
 import org.springframework.stereotype.Service;
 import ru.ulstu.datamodel.ModelingResult;
 import ru.ulstu.datamodel.exception.ModelingException;
 import ru.ulstu.datamodel.ts.TimeSeries;
+import ru.ulstu.method.Method;
 
 import java.lang.reflect.InvocationTargetException;
+import java.util.List;
 import java.util.concurrent.ExecutionException;
 
 
 @Service
 public class TimeSeriesService {
     private final MethodParamBruteForce methodParamBruteForce;
+    private final ApplicationContext applicationContext;
 
-    public TimeSeriesService(MethodParamBruteForce methodParamBruteForce) {
+    public TimeSeriesService(MethodParamBruteForce methodParamBruteForce,
+                             ApplicationContext applicationContext) {
         this.methodParamBruteForce = methodParamBruteForce;
+        this.applicationContext = applicationContext;
     }
 
     public ModelingResult getForecast(TimeSeries timeSeries, int countPoints) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
         return methodParamBruteForce.getForecast(timeSeries, countPoints);
     }
 
-    public TimeSeries smoothTimeSeries(TimeSeries timeSeries) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
+    public ModelingResult getForecast(TimeSeries timeSeries, String methodClassName, int countPoints) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException, ModelingException {
-        return methodParamBruteForce.getSmoothedTimeSeries(timeSeries).getTimeSeries();
+        return methodParamBruteForce.getForecast(timeSeries, methodClassName, countPoints);
+    }
+
+    public ModelingResult smoothTimeSeries(TimeSeries timeSeries) throws ExecutionException, InterruptedException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
+        return methodParamBruteForce.getSmoothedTimeSeries(timeSeries);
+    }
+
+    public List<Method> getAvailableMethods() {
+        return methodParamBruteForce.getAvailableMethods();
     }
 }

src/main/java/ru/ulstu/service/UtilService.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.service;
 
 import org.slf4j.Logger;

src/main/java/ru/ulstu/service/ValidationUtils.java

@@ -1,9 +1,3 @@
-/*
- * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
- */
-
 package ru.ulstu.service;
 
 import ru.ulstu.datamodel.exception.ModelingException;

src/main/resources/application.properties

@@ -1,13 +1,8 @@
-#
-# Copyright (C) 2021 Anton Romanov - All Rights Reserved
-# You may use, distribute and modify this code, please write to: romanov73@gmail.com.
-#
-#
-
 spring.main.banner-mode=off
 logging.level.tech.athene=DEBUG
 server.port=8080
 spring.jackson.serialization.WRITE_DATES_AS_TIMESTAMPS=false
 joinfaces.primefaces.theme=afterwork
 joinfaces.primefaces.font-awesome=true
-time-series.db-path=time-series-db
+time-series.db-path=time-series-db
+messages.basename.path=messages_en.properties

src/main/resources/messages.properties

@@ -1,8 +1,3 @@
-#
-# Copyright (C) 2021 Anton Romanov - All Rights Reserved
-# You may use, distribute and modify this code, please write to: romanov73@gmail.com.
-#
-#
 messages.app-name=Time Series Smoothing
 messages.menu.home=Main
 messages.time_series_forecast=Time series forecast

src/main/resources/messages_en.properties

@@ -1,8 +1,3 @@
-#
-# Copyright (C) 2021 Anton Romanov - All Rights Reserved
-# You may use, distribute and modify this code, please write to: romanov73@gmail.com.
-#
-#
 messages.app-name=Time Series Smoothing
 messages.menu.home=Main
 messages.time_series_forecast=Time series forecast

src/main/resources/messages_ru.properties

@@ -1,8 +1,3 @@
-#
-# Copyright (C) 2021 Anton Romanov - All Rights Reserved
-# You may use, distribute and modify this code, please write to: romanov73@gmail.com.
-#
-#
 messages.app-name=Time Series Smoothing
 messages.menu.home=На главную
 messages.time_series_forecast=Прогноз временного ряда

src/main/resources/templates/default.html

@@ -1,9 +1,3 @@
-<!--
-  ~ Copyright (C) 2021 Anton Romanov - All Rights Reserved
-  ~ You may use, distribute and modify this code, please write to: romanov73@gmail.com.
-  ~
-  -->
-
 <!DOCTYPE html>
 <html lang="ru"
       xmlns:layout="http://www.ultraq.net.nz/thymeleaf/layout" xmlns:th="http://www.w3.org/1999/xhtml">
@@ -19,10 +13,24 @@
     <link rel="stylesheet" href="/webjars/font-awesome/4.7.0/css/font-awesome.min.css"/>
 </head>
 <body>
-<nav class="navbar navbar-light bg-light">
+<nav class="navbar navbar-expand-lg navbar-light bg-light">
     <a class="navbar-brand" href="/">
         <img src="img/logo.png" width="180" height="60" alt="">
     </a>
+    <button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarSupportedContent"
+            aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation">
+        <span class="navbar-toggler-icon"></span>
+    </button>
+    <div class="collapse navbar-collapse" id="navbarSupportedContent">
+        <ul class="navbar-nav mr-auto">
+            <li class="nav-item active">
+                <a class="nav-link" href="/">Главная <span class="sr-only">(current)</span></a>
+            </li>
+            <li class="nav-item">
+                <a class="nav-link" href="/method">Выбрать метод</a>
+            </li>
+        </ul>
+    </div>
 </nav>
 <div class="wrapper">
     <div id="sidebar" class="collapse navbar-collapse sidebar-mobile">

src/main/resources/templates/index.html

@@ -1,9 +1,3 @@
-<!--
-  ~ Copyright (C) 2021 Anton Romanov - All Rights Reserved
-  ~ You may use, distribute and modify this code, please write to: romanov73@gmail.com.
-  ~
-  -->
-
 <!DOCTYPE html SYSTEM "http://www.thymeleaf.org/dtd/xhtml1-strict-thymeleaf-spring4-4.dtd">
 <html
         xmlns:layout="http://www.ultraq.net.nz/thymeleaf/layout" xmlns:th="http://www.w3.org/1999/xhtml"

src/main/resources/templates/method.html

@@ -0,0 +1,156 @@
+<!DOCTYPE html SYSTEM "http://www.thymeleaf.org/dtd/xhtml1-strict-thymeleaf-spring4-4.dtd">
+<html
+        xmlns:layout="http://www.ultraq.net.nz/thymeleaf/layout" xmlns:th="http://www.w3.org/1999/xhtml"
+        layout:decorate="~{default}">
+<head>
+    <title>Time series smoothing</title>
+    <meta name="viewport" content="width=device-width, initial-scale=1"/>
+</head>
+<div class="container" layout:fragment="content">
+    <script src="/webjars/highcharts/7.0.0/highcharts.js"></script>
+    <script th:inline="javascript" th:if="${timeSeries != null}">
+        $(document).ready(function () {
+            var chart = {
+                renderTo: 'container',
+                style: {
+                    fontFamily: 'arial'
+                }
+            };
+
+            var title = {
+                text: [[#{messages.time_series_forecast}]]
+            };
+            var xAxis = {
+                categories: [[${dates}]],
+                title: {
+                    enabled: true,
+                    text: [[#{messages.date}]]
+                },
+                startOnTick: true,
+                endOnTick: true,
+                showLastLabel: true
+            };
+            var yAxis = {
+                title: {
+                    text: [[#{messages.value}]]
+                }
+            };
+            var plotOptions = {
+                scatter: {
+                    marker: {
+                        radius: 5,
+                        states: {
+                            hover: {
+                                enabled: true,
+                                lineColor: 'rgb(100,100,100)'
+                            }
+                        }
+                    },
+                    states: {
+                        hover: {
+                            marker: {
+                                enabled: true
+                            }
+                        }
+                    },
+                    tooltip: {
+                        headerFormat: '<b>{series.name}</b><br>',
+                        pointFormat: '{point.y}'
+                    }
+                }
+            };
+            var series = [
+                {
+                    name: [[#{messages.time_series}]],
+                    color: 'rgba(119,152,191,0.5)',
+                    data: [[${timeSeries}]]
+                },
+                {
+                    name: [[#{messages.time_series_model}]],
+                    color: 'rgba(255,200,0,0.5)',
+                    data: [[${model}]]
+                },
+                {
+                    name: [[#{messages.time_series_test_forecast}]],
+                    color: 'rgba(255,0,0,0.5)',
+                    data: [[${testForecast}]]
+                },
+                {
+                    name: [[#{messages.time_series_forecast_short}]],
+                    color: 'rgba(255,0,0,0.5)',
+                    data: [[${forecast}]]
+                }
+            ];
+
+            var json = {};
+            json.chart = chart;
+            json.title = title;
+            json.xAxis = xAxis;
+            json.yAxis = yAxis;
+            json.series = series;
+            json.plotOptions = plotOptions;
+            $('#chart').highcharts(json);
+        });
+
+
+
+
+    </script>
+    <form action="#" th:action="chartMethod" th:object="${chartForm}">
+        <div class="row">
+            <div class="col-3">
+                <select id="select-set" class="selectpicker" data-live-search="true" th:field="*{set}"
+                        data-width="90%" onchange="$('#select-ts').val(''); form.submit();">
+                    <option value="">Набор временных рядов</option>
+                    <option th:each="set : ${sets}"
+                            th:value="${set.key}"
+                            th:utext="${set.key}">
+                    </option>
+                </select>
+                <script th:inline="javascript" th:if="*{set != null}">
+                    $('#select-set').val([[*{set.key}]]);
+                    $('#select-set').selectpicker('refresh');
+
+
+                </script>
+
+                <select id="select-ts" class="selectpicker" data-live-search="true" th:field="*{timeSeriesMeta}"
+                        data-width="90%" onchange="form.submit();">
+                    <option value="">Временной ряд</option>
+                    <option th:each="ts : ${listTimeSeries}"
+                            th:value="${ts.key}"
+                            th:utext="${ts.key}">
+                    </option>
+                </select>
+                <script th:inline="javascript" th:if="*{timeSeriesMeta != null}">
+                    $('#select-ts').val([[*{timeSeriesMeta.key}]]);
+                    $('#select-ts').selectpicker('refresh');
+
+                </script>
+
+                <select id="select-method" class="selectpicker" data-live-search="true" th:field="*{methodClassName}"
+                        data-width="90%" onchange="form.submit();">
+                    <option value="">Метод прогнозирования</option>
+                    <option th:each="method : ${methods}"
+                            th:value="${method.key}"
+                            th:utext="${method.name}">
+                    </option>
+                </select>
+                <script th:inline="javascript" th:if="*{methodClassName != null && methodClassName != ''}">
+                    $('#select-method').val([[*{methodClassName}]]);
+                    $('#select-method').selectpicker('refresh');
+
+                </script>
+
+                <div th:if="${forecastDescription != null && forecastDescription.timeSeriesMethod != null}">
+                    <p> Метод прогнозирования: <span th:text="${forecastDescription.timeSeriesMethod}"> </span>
+                    <p> Оценка: <span th:text="${forecastDescription.score.value}"> </span>
+                </div>
+            </div>
+            <div class="col-9">
+                <div id="chart" style="width: 550px; height: 400px; margin: 0 auto"></div>
+            </div>
+        </div>
+    </form>
+</div>
+</html>