#9 -- add validation
This commit is contained in:
parent
430d9496fb
commit
03a9abb428
@ -14,6 +14,7 @@ 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.RequestParam;
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import org.springframework.web.bind.annotation.RestController;
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import org.springframework.web.bind.annotation.RestController;
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import ru.ulstu.configuration.ApiConfiguration;
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import ru.ulstu.configuration.ApiConfiguration;
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import ru.ulstu.datamodel.exception.ModelingException;
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import ru.ulstu.datamodel.ts.TimeSeries;
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import ru.ulstu.datamodel.ts.TimeSeries;
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import ru.ulstu.db.DbService;
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import ru.ulstu.db.DbService;
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import ru.ulstu.db.model.TimeSeriesMeta;
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import ru.ulstu.db.model.TimeSeriesMeta;
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@ -52,29 +53,29 @@ public class DbController {
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}
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}
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@GetMapping("add-time-series-set")
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@GetMapping("add-time-series-set")
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public void addTimeSeriesSet(@RequestParam("setKey") String setKey) {
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public boolean addTimeSeriesSet(@RequestParam("setKey") String setKey) {
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dbService.addSet(setKey);
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return dbService.addSet(setKey);
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}
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}
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@PostMapping("add-time-series")
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@PostMapping("add-time-series")
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public void addTimeSeries(@RequestParam("setKey") String setKey, @RequestBody TimeSeries timeSeries) throws IOException {
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public void addTimeSeries(@RequestParam("setKey") String setKey, @RequestBody TimeSeries timeSeries) throws IOException, ModelingException {
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dbService.addTimeSeries(new TimeSeriesSet(setKey), timeSeries);
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dbService.addTimeSeries(new TimeSeriesSet(setKey), timeSeries);
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}
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}
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@PostMapping("add-time-series-string")
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@PostMapping("add-time-series-string")
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public void addTimeSeries(@RequestParam("setKey") String setKey, @RequestParam("timeSeriesKey") String timeSeriesKey, @RequestBody String timeSeries) throws IOException {
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public void addTimeSeries(@RequestParam("setKey") String setKey, @RequestParam("timeSeriesKey") String timeSeriesKey, @RequestBody String timeSeries) throws IOException, ModelingException {
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TimeSeries timeSeriesWithKey = utilService.getTimeSeriesFromString(timeSeries);
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TimeSeries timeSeriesWithKey = utilService.getTimeSeriesFromString(timeSeries);
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timeSeriesWithKey.setKey(timeSeriesKey);
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timeSeriesWithKey.setKey(timeSeriesKey);
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dbService.addTimeSeries(new TimeSeriesSet(setKey), timeSeriesWithKey);
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dbService.addTimeSeries(new TimeSeriesSet(setKey), timeSeriesWithKey);
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}
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}
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@DeleteMapping("delete-time-series")
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@DeleteMapping("delete-time-series")
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public void deleteTimeSeries(@RequestParam("setKey") String setKey, @RequestParam("timeSeriesKey") String timeSeriesKey) throws IOException {
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public boolean deleteTimeSeries(@RequestParam("setKey") String setKey, @RequestParam("timeSeriesKey") String timeSeriesKey) throws IOException {
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dbService.deleteTimeSeries(new TimeSeriesSet(setKey), timeSeriesKey);
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return dbService.deleteTimeSeries(new TimeSeriesSet(setKey), timeSeriesKey);
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}
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}
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@DeleteMapping("delete-time-series-set")
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@DeleteMapping("delete-time-series-set")
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public void deleteTimeSeriesSet(@RequestParam("setKey") String setKey) throws IOException {
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public boolean deleteTimeSeriesSet(@RequestParam("setKey") String setKey) throws IOException {
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dbService.deleteTimeSeriesSet(new TimeSeriesSet(setKey));
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return dbService.deleteTimeSeriesSet(new TimeSeriesSet(setKey));
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}
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}
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}
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}
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@ -9,10 +9,12 @@ package ru.ulstu.db;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import com.fasterxml.jackson.databind.ObjectMapper;
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import org.springframework.beans.factory.annotation.Value;
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import org.springframework.beans.factory.annotation.Value;
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import org.springframework.stereotype.Service;
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import org.springframework.stereotype.Service;
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import ru.ulstu.datamodel.exception.ModelingException;
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import ru.ulstu.datamodel.ts.TimeSeries;
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import ru.ulstu.datamodel.ts.TimeSeries;
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import ru.ulstu.db.model.TimeSeriesMeta;
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import ru.ulstu.db.model.TimeSeriesMeta;
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import ru.ulstu.db.model.TimeSeriesSet;
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import ru.ulstu.db.model.TimeSeriesSet;
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import ru.ulstu.service.UtilService;
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import ru.ulstu.service.UtilService;
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import ru.ulstu.service.ValidationUtils;
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import java.io.BufferedReader;
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import java.io.BufferedReader;
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import java.io.BufferedWriter;
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import java.io.BufferedWriter;
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@ -72,17 +74,18 @@ public class DbFileService implements DbService {
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}
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}
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@Override
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@Override
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public void addSet(String key) {
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public boolean addSet(String key) {
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TimeSeriesSet timeSeriesSet = new TimeSeriesSet(key);
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TimeSeriesSet timeSeriesSet = new TimeSeriesSet(key);
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if (isTimeSeriesSetExists(timeSeriesSet)) {
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if (isTimeSeriesSetExists(timeSeriesSet)) {
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throw new RuntimeException(String.format("Time series set %s already exists", timeSeriesSet.getKey()));
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throw new RuntimeException(String.format("Time series set %s already exists", timeSeriesSet.getKey()));
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} else {
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} else {
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Paths.get(timeSeriesDbPath, timeSeriesSet.getKey()).toFile().mkdirs();
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return Paths.get(timeSeriesDbPath, timeSeriesSet.getKey()).toFile().mkdirs();
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}
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}
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}
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}
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@Override
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@Override
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public void addTimeSeries(TimeSeriesSet timeSeriesSet, TimeSeries timeSeries) throws IOException {
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public void addTimeSeries(TimeSeriesSet timeSeriesSet, TimeSeries timeSeries) throws IOException, ModelingException {
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ValidationUtils.validateTimeSeries(timeSeries);
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if (!isTimeSeriesSetExists(timeSeriesSet)) {
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if (!isTimeSeriesSetExists(timeSeriesSet)) {
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addSet(timeSeriesSet.getKey());
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addSet(timeSeriesSet.getKey());
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}
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}
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@ -100,16 +103,17 @@ public class DbFileService implements DbService {
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}
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}
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@Override
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@Override
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public void deleteTimeSeries(TimeSeriesSet set, String timeSeriesKey) throws IOException {
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public boolean deleteTimeSeries(TimeSeriesSet set, String timeSeriesKey) throws IOException {
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validateDb(set, timeSeriesKey);
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validateDb(set, timeSeriesKey);
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Files.delete(getTimeSeriesFile(set, timeSeriesKey).toPath());
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Files.delete(getTimeSeriesFile(set, timeSeriesKey).toPath());
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Files.delete(getTimeSeriesMetaFile(set, timeSeriesKey).toPath());
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Files.delete(getTimeSeriesMetaFile(set, timeSeriesKey).toPath());
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return true;
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}
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}
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@Override
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@Override
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public void deleteTimeSeriesSet(TimeSeriesSet timeSeriesSet) {
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public boolean deleteTimeSeriesSet(TimeSeriesSet timeSeriesSet) {
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validateDb(timeSeriesSet);
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validateDb(timeSeriesSet);
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deleteDirectory(getSetPath(timeSeriesSet));
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return deleteDirectory(getSetPath(timeSeriesSet));
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}
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}
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private void validateDb(TimeSeriesSet timeSeriesSet, String timeSeriesKey) {
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private void validateDb(TimeSeriesSet timeSeriesSet, String timeSeriesKey) {
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@ -6,6 +6,7 @@
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package ru.ulstu.db;
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package ru.ulstu.db;
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import ru.ulstu.datamodel.exception.ModelingException;
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import ru.ulstu.datamodel.ts.TimeSeries;
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import ru.ulstu.datamodel.ts.TimeSeries;
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import ru.ulstu.db.model.TimeSeriesMeta;
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import ru.ulstu.db.model.TimeSeriesMeta;
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import ru.ulstu.db.model.TimeSeriesSet;
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import ru.ulstu.db.model.TimeSeriesSet;
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@ -20,11 +21,11 @@ public interface DbService {
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TimeSeries getTimeSeries(TimeSeriesSet timeSeriesSet, String timeSeriesKey) throws IOException;
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TimeSeries getTimeSeries(TimeSeriesSet timeSeriesSet, String timeSeriesKey) throws IOException;
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void addSet(String key);
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boolean addSet(String key);
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void addTimeSeries(TimeSeriesSet timeSeriesSet, TimeSeries timeSeries) throws IOException;
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void addTimeSeries(TimeSeriesSet timeSeriesSet, TimeSeries timeSeries) throws IOException, ModelingException;
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void deleteTimeSeries(TimeSeriesSet set, String timeSeriesKey) throws IOException;
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boolean deleteTimeSeries(TimeSeriesSet set, String timeSeriesKey) throws IOException;
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void deleteTimeSeriesSet(TimeSeriesSet timeSeriesSet) throws IOException;
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boolean deleteTimeSeriesSet(TimeSeriesSet timeSeriesSet) throws IOException;
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}
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}
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@ -12,9 +12,9 @@ import ru.ulstu.TimeSeriesUtils;
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import ru.ulstu.datamodel.Model;
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import ru.ulstu.datamodel.Model;
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import ru.ulstu.datamodel.exception.ForecastValidateException;
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import ru.ulstu.datamodel.exception.ForecastValidateException;
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import ru.ulstu.datamodel.exception.ModelingException;
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import ru.ulstu.datamodel.exception.ModelingException;
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import ru.ulstu.datamodel.exception.TimeSeriesValidateException;
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import ru.ulstu.datamodel.ts.TimeSeries;
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import ru.ulstu.datamodel.ts.TimeSeries;
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import ru.ulstu.datamodel.ts.TimeSeriesValue;
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import ru.ulstu.datamodel.ts.TimeSeriesValue;
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import ru.ulstu.service.ValidationUtils;
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import java.time.temporal.ChronoUnit;
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import java.time.temporal.ChronoUnit;
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import java.util.List;
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import java.util.List;
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@ -44,7 +44,7 @@ public abstract class Method {
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* @throws ModelingException генерируется, если есть проблемы моделирования при задании параметров
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* @throws ModelingException генерируется, если есть проблемы моделирования при задании параметров
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*/
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*/
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public Model getModel(TimeSeries timeSeries, List<MethodParamValue> parameters) throws ModelingException {
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public Model getModel(TimeSeries timeSeries, List<MethodParamValue> parameters) throws ModelingException {
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validateTimeSeries(timeSeries);
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ValidationUtils.validateTimeSeries(timeSeries);
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validateAdditionalParams(timeSeries, parameters);
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validateAdditionalParams(timeSeries, parameters);
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return getModelOfValidTimeSeries(timeSeries, parameters);
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return getModelOfValidTimeSeries(timeSeries, parameters);
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}
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}
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@ -60,7 +60,7 @@ public abstract class Method {
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public boolean canMakeForecast(TimeSeries timeSeries, List<MethodParamValue> parameters, int countPoints) {
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public boolean canMakeForecast(TimeSeries timeSeries, List<MethodParamValue> parameters, int countPoints) {
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try {
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try {
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validateTimeSeries(timeSeries);
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ValidationUtils.validateTimeSeries(timeSeries);
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validateAdditionalParams(timeSeries, parameters);
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validateAdditionalParams(timeSeries, parameters);
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validateForecastParams(countPoints);
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validateForecastParams(countPoints);
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} catch (ModelingException ex) {
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} catch (ModelingException ex) {
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@ -71,7 +71,7 @@ public abstract class Method {
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public boolean canMakeModel(TimeSeries timeSeries, List<MethodParamValue> parameters) {
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public boolean canMakeModel(TimeSeries timeSeries, List<MethodParamValue> parameters) {
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try {
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try {
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validateTimeSeries(timeSeries);
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ValidationUtils.validateTimeSeries(timeSeries);
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validateAdditionalParams(timeSeries, parameters);
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validateAdditionalParams(timeSeries, parameters);
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} catch (ModelingException ex) {
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} catch (ModelingException ex) {
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return false;
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return false;
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@ -112,21 +112,6 @@ public abstract class Method {
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}
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}
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}
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}
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protected void validateTimeSeries(TimeSeries timeSeries) throws ModelingException {
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if (timeSeries == null || timeSeries.isEmpty()) {
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throw new TimeSeriesValidateException("Временной ряд должен быть не пустым");
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}
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if (timeSeries.getLength() < 2) {
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throw new TimeSeriesValidateException("Временной ряд должен содержать хотя бы 2 точки");
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}
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if (timeSeries.getValues().stream().anyMatch(val -> val == null || val.getValue() == null)) {
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throw new TimeSeriesValidateException("Временной ряд содержит пустые значения");
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}
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if (timeSeries.getValues().stream().anyMatch(val -> val.getDate() == null)) {
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throw new TimeSeriesValidateException("Временной ряд должен иметь отметки времени");
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}
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}
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protected void validateAdditionalParams(TimeSeries timeSeries, List<MethodParamValue> parameters) throws ModelingException {
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protected void validateAdditionalParams(TimeSeries timeSeries, List<MethodParamValue> parameters) throws ModelingException {
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}
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}
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@ -13,6 +13,7 @@ import ru.ulstu.datamodel.ts.TimeSeriesValue;
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import java.time.LocalDateTime;
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import java.time.LocalDateTime;
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import java.util.Map;
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import java.util.Map;
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import java.util.Optional;
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public abstract class ScoreMethod {
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public abstract class ScoreMethod {
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private final String name;
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private final String name;
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@ -31,13 +32,10 @@ public abstract class ScoreMethod {
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return name;
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return name;
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}
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}
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protected TimeSeriesValue getValueOnSameDate(TimeSeriesValue timeSeriesValueToFind, TimeSeries timeSeries) throws ModelingException {
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protected Double getValueOnSameDate(Map<LocalDateTime, Double> tsValues, TimeSeriesValue modelValue) throws ModelingException {
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return timeSeries.getValues()
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return Optional.ofNullable(tsValues.get(modelValue.getDate()))
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.stream()
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.filter(v -> v.getDate().equals(timeSeriesValueToFind.getDate()))
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.findAny()
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.orElseThrow(() -> new ModelingException("Значение модельного ряда не найдено в оригинальном ряде: "
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.orElseThrow(() -> new ModelingException("Значение модельного ряда не найдено в оригинальном ряде: "
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+ timeSeriesValueToFind.getDate()
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+ modelValue.getDate()
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+ " " + timeSeries));
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+ " " + tsValues));
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}
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}
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}
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}
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@ -12,7 +12,6 @@ import ru.ulstu.datamodel.ts.TimeSeriesValue;
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import java.time.LocalDateTime;
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import java.time.LocalDateTime;
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import java.util.Map;
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import java.util.Map;
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import java.util.Optional;
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import static java.lang.Math.abs;
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import static java.lang.Math.abs;
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@ -25,10 +24,7 @@ public class Smape extends ScoreMethod {
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public Number evaluate(Map<LocalDateTime, Double> tsValues, TimeSeries model) throws ModelingException {
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public Number evaluate(Map<LocalDateTime, Double> tsValues, TimeSeries model) throws ModelingException {
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double sum = 0;
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double sum = 0;
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for (TimeSeriesValue modelValue : model.getValues()) {
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for (TimeSeriesValue modelValue : model.getValues()) {
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//double actualValue = getValueOnSameDate(modelValue, original).getValue();
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double actualValue = getValueOnSameDate(tsValues, modelValue);
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double actualValue = Optional.ofNullable(tsValues.get(modelValue.getDate()))
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.orElseThrow(() -> new ModelingException("Значение модельного ряда не найдено в оригинальном ряде: "
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+ modelValue.getDate()));
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sum += abs(modelValue.getValue() - actualValue)
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sum += abs(modelValue.getValue() - actualValue)
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/ ((abs(actualValue) + abs(modelValue.getValue())) / 2);
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/ ((abs(actualValue) + abs(modelValue.getValue())) / 2);
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}
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}
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@ -59,8 +59,7 @@ public class MethodParamBruteForce {
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Method methodInstance = method.getClass().getDeclaredConstructor().newInstance();
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Method methodInstance = method.getClass().getDeclaredConstructor().newInstance();
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if (methodInstance.canMakeForecast(reducedTimeSeries, parametersValues, countPoints)) {
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if (methodInstance.canMakeForecast(reducedTimeSeries, parametersValues, countPoints)) {
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results.add(executors.submit(() -> {
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results.add(executors.submit(() -> {
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TimeSeries forecast = methodInstance.getForecast(reducedTimeSeries, parametersValues, countPoints);
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TimeSeries forecast = syncDates(methodInstance.getForecast(reducedTimeSeries, parametersValues, countPoints), timeSeries);
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forecast = syncDates(forecast, timeSeries);
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return new ModelingResult(forecast, null,
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return new ModelingResult(forecast, null,
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parametersValues,
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parametersValues,
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scoreMethod.getScore(tsValues, forecast),
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scoreMethod.getScore(tsValues, forecast),
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36
src/main/java/ru/ulstu/service/ValidationUtils.java
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36
src/main/java/ru/ulstu/service/ValidationUtils.java
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@ -0,0 +1,36 @@
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/*
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* Copyright (C) 2021 Anton Romanov - All Rights Reserved
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* You may use, distribute and modify this code, please write to: romanov73@gmail.com.
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*
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*/
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package ru.ulstu.service;
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import ru.ulstu.datamodel.exception.ModelingException;
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import ru.ulstu.datamodel.exception.TimeSeriesValidateException;
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import ru.ulstu.datamodel.ts.TimeSeries;
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import ru.ulstu.datamodel.ts.TimeSeriesValue;
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import java.util.stream.Collectors;
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public class ValidationUtils {
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public static void validateTimeSeries(TimeSeries timeSeries) throws ModelingException {
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if (timeSeries == null || timeSeries.isEmpty()) {
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throw new TimeSeriesValidateException("Временной ряд должен быть не пустым");
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}
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if (timeSeries.getLength() < 2) {
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throw new TimeSeriesValidateException("Временной ряд должен содержать хотя бы 2 точки");
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}
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if (timeSeries.getValues().stream().anyMatch(val -> val == null || val.getValue() == null)) {
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throw new TimeSeriesValidateException("Временной ряд содержит пустые значения");
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}
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if (timeSeries.getValues().stream().anyMatch(val -> val.getDate() == null)) {
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throw new TimeSeriesValidateException("Временной ряд должен иметь отметки времени");
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}
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if (timeSeries.getValues().stream().map(TimeSeriesValue::getDate).collect(Collectors.toSet()).size() < timeSeries.getLength()) {
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throw new TimeSeriesValidateException("Временной ряд должен иметь разные отметки времени");
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}
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}
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}
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