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@ -6,10 +6,11 @@ import com.aliyun.tablestore.grid.model.GridDataSetMeta;
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import com.aliyun.tablestore.grid.model.grid.Grid4D;
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import com.htfp.weather.griddata.common.GfsVariableHeightEnum;
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import com.htfp.weather.griddata.common.GfsVariableIsobaricEnum;
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import com.htfp.weather.griddata.common.TableConfigBean;
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import com.htfp.weather.griddata.common.TableConfig;
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import com.htfp.weather.griddata.operation.GfsDataFetcher;
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import com.htfp.weather.griddata.operation.QueryMeta;
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import com.htfp.weather.info.Constant;
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import com.htfp.weather.info.GfsLevelsEnum;
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import com.htfp.weather.utils.DateTimeUtils;
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import com.htfp.weather.utils.NdArrayUtils;
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import com.htfp.weather.web.exception.AppExcpetion;
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@ -22,8 +23,10 @@ import lombok.extern.slf4j.Slf4j;
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import org.springframework.stereotype.Service;
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import org.springframework.util.CollectionUtils;
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import ucar.ma2.Array;
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import ucar.ma2.Index4D;
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import javax.annotation.Resource;
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import java.lang.reflect.Method;
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import java.time.Duration;
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import java.time.Instant;
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import java.time.OffsetDateTime;
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@ -37,7 +40,8 @@ import java.util.stream.Collectors;
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* @Date : 2024/2/2 15:47
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* @Description : 获取tablestore格点数据
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*/
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@Service("tablestore-gfs") @Slf4j
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@Service("tablestore-gfs")
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@Slf4j
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public class GfsDataServiceImpl implements IDataService {
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private static final int SURFACE_LEVEL = 9999;
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@Resource
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@ -45,9 +49,18 @@ public class GfsDataServiceImpl implements IDataService {
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@Resource
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QueryMeta queryMeta;
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@Resource
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TableConfigBean tableConfigBean;
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TableConfig tableConfig;
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/**
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* 获取变量随高度的变化廓线
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*
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* @param targetTime 目标时间 UTC
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* @param variableName 数据库中的变量名
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* @param latitude 纬度
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* @param longitude 经度
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* @return {@link ProfileResponse}
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*/
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public ProfileResponse getProfile(OffsetDateTime targetTime, String variableName, double latitude, double longitude) {
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String targetVariable = GfsVariableIsobaricEnum.getGfsVariableName(variableName);
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@ -66,7 +79,7 @@ public class GfsDataServiceImpl implements IDataService {
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int iLon = getLongitudeIndex(longitude);
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try {
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String gridDataSetId = lastGridDataSetMeta.getGridDataSetId();
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int[] pressureLevels = tableConfigBean.getPressureList();
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int[] pressureLevels = tableConfig.getPressureList();
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Array array = gfsDataFetcher.getProfile(gridDataSetId, targetVariable, iTime, iLat, iLon);
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float[] values = (float[]) array.getStorage();
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return new ProfileResponse(pressureLevels, values);
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@ -76,6 +89,14 @@ public class GfsDataServiceImpl implements IDataService {
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}
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/**
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* 获取未来24小时的气象时间序列数据
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*
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* @param latitude 纬度
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* @param longitude 经度
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* @param level 高度：9999代表地面，其他代表指定气压高度
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* @return @{@link TimeSeriesDataset}
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*/
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public TimeSeriesDataset getForecastSeries(double latitude, double longitude, int level) {
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GridDataSetMeta lastGridDataSetMeta = null;
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try {
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@ -95,6 +116,7 @@ public class GfsDataServiceImpl implements IDataService {
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try {
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String gridDataSetId = lastGridDataSetMeta.getGridDataSetId();
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GridDataSet gridDataSet = gfsDataFetcher.getSeries(gridDataSetId, variableNames, iTimes, iLev, iLat, iLon);
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if (level == SURFACE_LEVEL) {
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return buildTimeSeriesDatasetSurface(timeList, gridDataSet);
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} else {
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@ -106,12 +128,20 @@ public class GfsDataServiceImpl implements IDataService {
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}
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}
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/**
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* 获取当前时刻的天气状况
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*
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* @param latitude 纬度
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* @param longitude 经度
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* @param level 高度：9999代表地面，其他代表指定气压高度
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* @return @{@link NowWeatherStatus}
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*/
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public NowWeatherStatus getNowWeather(double latitude, double longitude, int level) {
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GridDataSetMeta lastGridDataSetMeta = null;
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try {
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lastGridDataSetMeta = queryMeta.getLastGridDataSetMeta();
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} catch (Exception e) {
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throw new AppExcpetion(ErrorCode.DATA_SET_EMPTY, ": e.getMessage()");
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throw new AppExcpetion(ErrorCode.DATA_SET_EMPTY, ": " + e.getMessage());
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}
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int iTime = getTargetTimeIndex(OffsetDateTime.now(), lastGridDataSetMeta);
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int iLat = getLatitudeIndex(latitude);
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@ -122,38 +152,106 @@ public class GfsDataServiceImpl implements IDataService {
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try {
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String gridDataSetId = lastGridDataSetMeta.getGridDataSetId();
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GridDataSet gridDataSet = gfsDataFetcher.getSinglePoint(gridDataSetId, variableNames, iTime, iLev, iLat, iLon);
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if (level == SURFACE_LEVEL) {
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return buildNowWeatherSurface(gridDataSet);
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} else {
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return buildNowWeatherPressure(gridDataSet);
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}
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// 每个变量都是0维数组
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final GfsLevelsEnum levelFlag = GfsLevelsEnum.getByCode(level);
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NowWeatherStatus nowWeatherStatus = buildNowWeatherInTargetPoint(gridDataSet, 0, 0, 0, levelFlag);
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nowWeatherStatus.setLatitude(latitude);
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nowWeatherStatus.setLongitude(longitude);
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return nowWeatherStatus;
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} catch (Exception e) {
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throw new RuntimeException(e);
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}
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}
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/**
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* 获得指定点序列上的当前气象信息
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* @param latitude
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* @param longitude
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* @param level
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* @return
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*/
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public List<NowWeatherStatus> getNowWeatherByMultiPoint(List<Double> latitude, List<Double> longitude, int level) {
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GridDataSetMeta lastGridDataSetMeta = null;
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try {
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lastGridDataSetMeta = queryMeta.getLastGridDataSetMeta();
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} catch (Exception e) {
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throw new AppExcpetion(ErrorCode.DATA_SET_EMPTY, ": " + e.getMessage());
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}
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if (latitude.size() != longitude.size()) {
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throw new AppExcpetion(ErrorCode.INDEX_SIZE_ERROR, ": 经纬度数组大小不一致");
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}
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int pointSize = latitude.size();
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List<String> variableNames = getVariableNamesInDatabase(level);
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int iTime = getTargetTimeIndex(OffsetDateTime.now(), lastGridDataSetMeta);
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List<Integer> latIndex = latitude.stream().map(this::getLatitudeIndex).collect(Collectors.toList());
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List<Integer> lonIndex = longitude.stream().map(this::getLongitudeIndex).collect(Collectors.toList());
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int iMinLat = Collections.min(latIndex).intValue();
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int iMaxLat = Collections.max(latIndex).intValue();
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int iMinLon = Collections.min(lonIndex).intValue();
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int iMaxLon = Collections.max(lonIndex).intValue();
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int iLev = getLevelIndex(level);
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int latLength = iMaxLat - iMinLat + 1;
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int lonLength = iMaxLon - iMinLon + 1;
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// int levLength = iMaxLev - iMinLev + 1;
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try {
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private List<String> getVariableNamesInDatabase(int level) {
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List<String> variableNames = new ArrayList<>();
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if (level == SURFACE_LEVEL) {
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for (String e: tableConfigBean.getVariableList()){
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String gfsVariableName = GfsVariableHeightEnum.getGfsVariableName(e);
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if (gfsVariableName != null){
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variableNames.add(gfsVariableName);
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}
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}
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} else {
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for (String e: tableConfigBean.getVariableList()){
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String gfsVariableName = GfsVariableIsobaricEnum.getGfsVariableName(e);
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if (gfsVariableName != null){
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variableNames.add(gfsVariableName);
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}
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String gridDataSetId = lastGridDataSetMeta.getGridDataSetId();
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int[] origin = new int[]{iTime, iLev, 0, 0};
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int[] shape = new int[]{1, 1, tableConfig.getLatSize(), tableConfig.getLatSize()};
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GridDataSet gridDataSet = gfsDataFetcher.queryByTableStore(gridDataSetId, variableNames,
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origin, shape);
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List<NowWeatherStatus> nowWeatherStatusList = new ArrayList<>();
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for (int i = 0; i < pointSize; i++) {
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NowWeatherStatus nowWeatherStatus = new NowWeatherStatus();
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// NOTE 2024/6/11: build中传入的索引和数据库的查询索引意义不同
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final GfsLevelsEnum levelFlag = GfsLevelsEnum.getByCode(level);
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nowWeatherStatus = buildNowWeatherInTargetPoint(gridDataSet, 0, latIndex.get(i), lonIndex.get(i), levelFlag);
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nowWeatherStatus.setLatitude(latitude.get(i));
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nowWeatherStatus.setLongitude(longitude.get(i));
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nowWeatherStatusList.add(nowWeatherStatus);
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}
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return nowWeatherStatusList;
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} catch (Exception e) {
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throw new RuntimeException(e);
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}
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return variableNames;
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}
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private int[] getMarginIndexByMultiPoint(List<Double> latitude, List<Double> longitude, List<Double> level) {
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int minLat = Integer.MIN_VALUE;
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int maxLat = Integer.MAX_VALUE;
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int minLon = Integer.MIN_VALUE;
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int maxLon = Integer.MAX_VALUE;
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int minLev = Integer.MIN_VALUE;
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int maxLev = Integer.MAX_VALUE;
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int iMinLat = getLatitudeIndex(minLat);
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int iMaxLat = getLatitudeIndex(maxLat);
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int iMinLon = getLongitudeIndex(minLon);
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int iMaxLon = getLongitudeIndex(maxLon);
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return new int[]{iMinLat, iMaxLat, iMinLon, iMaxLon};
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}
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/**
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* 获取指定变量、时间、高度的二维数组数据
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*
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* @param targetTime 目标时间 UTC
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* @param variableName 数据库中的变量名
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* @param level 高度
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* @param minLat 最小纬度
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* @param maxLat 最大纬度
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* @param minLon 最小经度
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* @param maxLon 最大经度
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* @return @{@link PlaneResponse}
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*/
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public PlaneResponse getPlane(OffsetDateTime targetTime, String variableName, int level, double minLat, double maxLat, double minLon, double maxLon) {
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int iLev;
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String targetVariable;
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@ -194,11 +292,32 @@ public class GfsDataServiceImpl implements IDataService {
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}
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private List<String> getVariableNamesInDatabase(int level) {
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List<String> variableNames = new ArrayList<>();
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if (level == SURFACE_LEVEL) {
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for (String e : tableConfig.getVariableList()) {
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String gfsVariableName = GfsVariableHeightEnum.getGfsVariableName(e);
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if (gfsVariableName != null) {
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variableNames.add(gfsVariableName);
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}
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}
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} else {
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for (String e : tableConfig.getVariableList()) {
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String gfsVariableName = GfsVariableIsobaricEnum.getGfsVariableName(e);
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if (gfsVariableName != null) {
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variableNames.add(gfsVariableName);
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}
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}
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}
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return variableNames;
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}
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private PlaneResponse buildPlane(Array array, int iMinLat, int iMinLon, int latLength, int lonLength) {
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PlaneResponse planeResponse = new PlaneResponse();
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float[][] values = (float[][]) array.reduce().copyToNDJavaArray();
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planeResponse.setLatList(Arrays.copyOfRange(tableConfigBean.getLatList(), iMinLat, iMinLat + latLength));
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planeResponse.setLonList(Arrays.copyOfRange(tableConfigBean.getLonList(), iMinLon, iMinLon + lonLength));
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planeResponse.setLatList(Arrays.copyOfRange(tableConfig.getLatList(), iMinLat, iMinLat + latLength));
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planeResponse.setLonList(Arrays.copyOfRange(tableConfig.getLonList(), iMinLon, iMinLon + lonLength));
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planeResponse.setValues(values);
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return planeResponse;
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}
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@ -245,49 +364,47 @@ public class GfsDataServiceImpl implements IDataService {
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return timeSeriesDataset;
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}
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private NowWeatherStatus buildNowWeatherPressure(GridDataSet gridDataSet) {
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String timeStr = OffsetDateTime.now().withMinute(0).withNano(0).format(DateTimeFormatter.ofPattern(Constant.API_TIME_STRING));
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NowWeatherStatus nowWeatherStatus = new NowWeatherStatus();
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nowWeatherStatus.setTime(timeStr);
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Grid4D grid4D;
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grid4D = gridDataSet.getVariable(GfsVariableIsobaricEnum.getGfsVariableName(GfsVariableIsobaricEnum.TEMP));
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if (grid4D != null) {
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nowWeatherStatus.setTemp(((float[]) grid4D.toArray().getStorage())[0]);
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}
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grid4D = gridDataSet.getVariable(GfsVariableIsobaricEnum.getGfsVariableName(GfsVariableIsobaricEnum.WIND_SPEED));
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if (grid4D != null) {
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nowWeatherStatus.setWindSpeed(((float[]) grid4D.toArray().getStorage())[0]);
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}
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grid4D = gridDataSet.getVariable(GfsVariableIsobaricEnum.getGfsVariableName(GfsVariableIsobaricEnum.WIND360));
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if (grid4D != null) {
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nowWeatherStatus.setWind360(((float[]) grid4D.toArray().getStorage())[0]);
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}
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grid4D = gridDataSet.getVariable(GfsVariableIsobaricEnum.getGfsVariableName(GfsVariableIsobaricEnum.CLOUD));
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if (grid4D != null) {
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nowWeatherStatus.setCloud(((float[]) grid4D.toArray().getStorage())[0]);
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}
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return nowWeatherStatus;
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}
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private NowWeatherStatus buildNowWeatherSurface(GridDataSet gridDataSet) {
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/**
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* 构建指定位置的当前天气
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* @param gridDataSet
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* @param iLevInGrid-目标点在返回的网格中的高度索引
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* @param iLatInGrid-目标点在返回的网格中的高度索引
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* @param iLonInGrid-目标点在返回的网格中的高度索引
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* @return
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*/
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private NowWeatherStatus buildNowWeatherInTargetPoint(GridDataSet gridDataSet, int iLevInGrid, int iLatInGrid, int iLonInGrid, GfsLevelsEnum levelFlag) {
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String timeStr = OffsetDateTime.now().withMinute(0).withNano(0).format(DateTimeFormatter.ofPattern(Constant.API_TIME_STRING));
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NowWeatherStatus nowWeatherStatus = new NowWeatherStatus();
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nowWeatherStatus.setTime(timeStr);
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Grid4D grid4D;
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grid4D = gridDataSet.getVariable(GfsVariableHeightEnum.getGfsVariableName(GfsVariableHeightEnum.TEMP));
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if (grid4D != null) {
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nowWeatherStatus.setTemp(((float[]) grid4D.toArray().getStorage())[0]);
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}
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grid4D = gridDataSet.getVariable(GfsVariableHeightEnum.getGfsVariableName(GfsVariableHeightEnum.WIND_SPEED));
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if (grid4D != null) {
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nowWeatherStatus.setWindSpeed(((float[]) grid4D.toArray().getStorage())[0]);
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}
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grid4D = gridDataSet.getVariable(GfsVariableHeightEnum.getGfsVariableName(GfsVariableHeightEnum.WIND360));
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if (grid4D != null) {
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nowWeatherStatus.setWind360(((float[]) grid4D.toArray().getStorage())[0]);
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NowWeatherStatus result = new NowWeatherStatus();
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result.setTime(timeStr);
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// 利用反射构建数据集
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Class<? extends NowWeatherStatus> aClass = result.getClass();
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for (Map.Entry<String, Grid4D> entry : gridDataSet.getVariables().entrySet()) {
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String variableNameInFile = entry.getKey();
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String variableNameInApi;
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if (GfsLevelsEnum.SURFACE.equals(levelFlag)) {
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variableNameInApi = GfsVariableHeightEnum.getVariableNameInApi(variableNameInFile);
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} else {
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variableNameInApi = GfsVariableIsobaricEnum.getVariableNameInApi(variableNameInFile);
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}
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if (variableNameInApi == null) {
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throw new AppExcpetion(ErrorCode.NO_SUCH_VARIABLE);
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}
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Grid4D grid4D = entry.getValue(); Index4D index = new Index4D(grid4D.getShape());
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try {
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String setMethodName = "set" + variableNameInApi.substring(0, 1).toUpperCase() + variableNameInApi.substring(1);
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Method method = aClass.getDeclaredMethod(setMethodName, aClass.getDeclaredField(variableNameInApi).getType());
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method.invoke(result, grid4D.toArray().getFloat(index.set(0, iLevInGrid, iLatInGrid, iLonInGrid)));
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} catch (ReflectiveOperationException e) {
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throw new AppExcpetion(ErrorCode.NO_SUCH_VARIABLE, e);
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|
} catch (Exception e) {
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|
e.printStackTrace();
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|
throw new AppExcpetion(ErrorCode.RESPONSE_DATA_BUILD_ERROR);
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|
|
|
}
|
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|
|
}
|
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|
|
return nowWeatherStatus;
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|
|
return result;
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|
|
}
|
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|
private int getTargetTimeIndex(OffsetDateTime targetTime, GridDataSetMeta lastGridDataSetMeta) {
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|
long milli = (long) lastGridDataSetMeta.getAttributes().get(AttributionEnum.REFERENCE_TIME.getName());
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|
|
OffsetDateTime refTime = OffsetDateTime.ofInstant(Instant.ofEpochMilli(milli), ZoneOffset.ofHours(0));
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|
@ -336,8 +453,9 @@ public class GfsDataServiceImpl implements IDataService {
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|
map.put("timeList", timeList);
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|
return map;
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|
}
|
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|
private int getLongitudeIndex(double lon) {
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|
|
|
double[] lonList = tableConfigBean.getLonList();
|
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|
double[] lonList = tableConfig.getLonList();
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|
|
if (lonList.length == 0) {
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|
|
throw new AppExcpetion(ErrorCode.LONGITUDE_INDEX_ERROR, "经度列表为空， 无法查找索引");
|
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|
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|
}
|
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|
@ -354,7 +472,7 @@ public class GfsDataServiceImpl implements IDataService {
|
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|
|
|
}
|
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|
|
|
|
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|
|
private int getLatitudeIndex(double lat) {
|
|
|
|
|
double[] latList = tableConfigBean.getLatList();
|
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|
|
|
double[] latList = tableConfig.getLatList();
|
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|
|
|
if (latList.length == 0) {
|
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|
|
|
throw new AppExcpetion(ErrorCode.LATITUDE_INDEX_ERROR, "纬度列表为空， 无法查找索引");
|
|
|
|
|
}
|
|
|
|
|
@ -372,7 +490,7 @@ public class GfsDataServiceImpl implements IDataService {
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
private int getPressureIndex(int pressureLevel) {
|
|
|
|
|
List<Integer> levList = Arrays.stream(tableConfigBean.getPressureList()).boxed().collect(Collectors.toList());
|
|
|
|
|
List<Integer> levList = Arrays.stream(tableConfig.getPressureList()).boxed().collect(Collectors.toList());
|
|
|
|
|
if (CollectionUtils.isEmpty(levList)) {
|
|
|
|
|
throw new AppExcpetion(ErrorCode.LEVEL_INDEX_ERROR, "气压列表为空， 无法查找索引");
|
|
|
|
|
}
|
|
|
|
|
|
shiyi
9 months ago