422 lines
17 KiB
Java
422 lines
17 KiB
Java
package org.gcube.dataanalysis.ecoengine.test.signalprocessing;
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import java.util.List;
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import org.gcube.contentmanagement.lexicalmatcher.utils.AnalysisLogger;
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import org.gcube.dataanalysis.ecoengine.configuration.AlgorithmConfiguration;
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import org.gcube.dataanalysis.ecoengine.datatypes.StatisticalType;
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import org.gcube.dataanalysis.ecoengine.interfaces.ComputationalAgent;
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import org.gcube.dataanalysis.ecoengine.processing.factories.TransducerersFactory;
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import org.gcube.dataanalysis.ecoengine.test.regression.Regressor;
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import org.gcube.dataanalysis.ecoengine.transducers.TimeSeriesAnalysis;
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public class TestSimpleSignal {
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// static AlgorithmConfiguration[] configs = {periodicSignalConfig(), russianSignalConfig(),simpleSignalConfig(), occurrencePointsSignalConfig(),hugeSignalConfig()};
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//static AlgorithmConfiguration[] configs = {periodicSignalConfig(), russianSignalConfig(),simpleSignalConfig()};
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// static AlgorithmConfiguration[] configs = {NAFOSignalConfig()};
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// static AlgorithmConfiguration[] configs = {largeCustomSignalConfig()};
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// static AlgorithmConfiguration[] configs = {temperatureSignalConfig()};
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static AlgorithmConfiguration[] configs = {periodicSignalConfig()};
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// static AlgorithmConfiguration[] configs = {simpleSignalConfig()};
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// static AlgorithmConfiguration[] configs = {sawSignalConfig()};
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// static AlgorithmConfiguration[] configs = {temperatureSignalConfig()};
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// static AlgorithmConfiguration[] configs = {temperatureBariSignalConfig()};
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// static AlgorithmConfiguration[] configs = {russianSignalConfig()};
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// static AlgorithmConfiguration[] configs = {largeCustomSignalConfig()};
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// static AlgorithmConfiguration[] configs = {occurrencePointsSignalConfig()};
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// static AlgorithmConfiguration[] configs = {hugeSignalConfig()};
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// static AlgorithmConfiguration[] configs = {IOTCSSignalConfig()};
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// static AlgorithmConfiguration[] configs = {temperatureShortSignalConfig()};
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public static void main(String[] args) throws Exception {
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TimeSeriesAnalysis.display=true;
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int wLength = (int) Math.pow(2, 1);
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System.out.println("L:"+wLength);
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for (int i = 0; i < configs.length; i++) {
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System.out.println("*****************TEST "+i+" *****************");
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List<ComputationalAgent> trans = null;
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trans = TransducerersFactory.getTransducerers(configs[i]);
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trans.get(0).init();
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Regressor.process(trans.get(0));
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StatisticalType st = trans.get(0).getOutput();
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AnalysisLogger.getLogger().debug("ST:" + st);
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trans = null;
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System.out.println("*****************END TEST*****************");
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}
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}
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public static AlgorithmConfiguration IOTCSSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "utente");
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config.setParam("DatabasePassword", "d4science");
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config.setParam("DatabaseURL", "jdbc:postgresql://statistical-manager.d.d4science.research-infrastructures.eu/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("TimeSeriesTable", "timeseries_idb73029b9_226e_4d0f_b828_24854d0b7b44");
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config.setParam("ValueColum", "cpue");
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config.setParam("FFT_Window_Samples", "200");
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config.setParam("AggregationFunction", "SUM");
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config.setParam("SSA_Window_in_Samples", "20");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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public static AlgorithmConfiguration simpleSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "utente");
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config.setParam("DatabasePassword", "d4science");
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config.setParam("DatabaseURL", "jdbc:postgresql://statistical-manager.d.d4science.research-infrastructures.eu/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("TimeSeriesTable", "timeseries_id4dd368bf_63fb_4d19_8e31_20ced63a477d");
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config.setParam("ValueColum", "quantity");
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config.setParam("FFT_Window_Samples", "70");
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config.setParam("SSA_Window_in_Samples", "30");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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public static AlgorithmConfiguration russianSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "utente");
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config.setParam("DatabasePassword", "d4science");
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config.setParam("DatabaseURL", "jdbc:postgresql://statistical-manager.d.d4science.research-infrastructures.eu/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("TimeSeriesTable", "generic_ideb9efbe0_61ad_4eea_b0ee_95e64ce11b28");
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config.setParam("ValueColum", "quantity");
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config.setParam("FFT_Window_Samples", "70");
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config.setParam("SSA_Window_in_Samples", "20");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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public static AlgorithmConfiguration occurrencePointsSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "utente");
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config.setParam("DatabasePassword", "d4science");
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config.setParam("DatabaseURL", "jdbc:postgresql://statistical-manager.d.d4science.research-infrastructures.eu/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("TimeSeriesTable", "generic_id037d302d_2ba0_4e43_b6e4_1a797bb91728");
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config.setParam("ValueColum", "speed");
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config.setParam("TimeColum", "datetime");
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config.setParam("AggregationFunction", "AVG");
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config.setParam("FFT_Window_Samples", "200");
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config.setParam("SSA_Window_in_Samples", "20");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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public static AlgorithmConfiguration periodicSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "utente");
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config.setParam("DatabasePassword", "d4science");
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config.setParam("DatabaseURL", "jdbc:postgresql://statistical-manager.d.d4science.research-infrastructures.eu/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("FFT_Window_Samples", "200");
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config.setParam("TimeSeriesTable", "timeseries_ide814eb07_c13b_41b3_a240_aa99446db831");
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config.setParam("Sensitivity", "HIGH");
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config.setParam("ValueColum", "quantity");
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config.setParam("FrequencyResolution", "0.01");
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config.setParam("SSA_Window_in_Samples", "20");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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public static AlgorithmConfiguration hugeSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "utente");
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config.setParam("DatabasePassword", "d4science");
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config.setParam("DatabaseURL", "jdbc:postgresql://statistical-manager.d.d4science.research-infrastructures.eu/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("TimeSeriesTable", "generic_id634a660c_4d1a_410c_aa45_eb6e4c5afdf9");
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config.setParam("ValueColum", "quantity");
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config.setParam("TimeColum", "years");
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config.setParam("SSA_Window_in_Samples", "20");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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public static AlgorithmConfiguration NAFOSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "utente");
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config.setParam("DatabasePassword", "d4science");
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config.setParam("DatabaseURL", "jdbc:postgresql://statistical-manager.d.d4science.research-infrastructures.eu/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("TimeSeriesTable", "timeseries_id39c6c28f_2484_421c_8ffb_9c2cc2330c62");
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config.setParam("ValueColum", "speed");
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config.setParam("FFT_Window_Samples", "50");
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config.setParam("SSA_Window_in_Samples", "30");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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public static AlgorithmConfiguration sawSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "utente");
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config.setParam("DatabasePassword", "d4science");
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config.setParam("DatabaseURL", "jdbc:postgresql://statistical-manager.d.d4science.research-infrastructures.eu/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("TimeSeriesTable", "timeseries_ide814eb07_c13b_41b3_a240_aa99446db831");
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config.setParam("ValueColum", "quantity");
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config.setParam("FFT_Window_Samples", "50");
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config.setParam("SSA_Window_in_Samples", "20");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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public static AlgorithmConfiguration largeCustomSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "utente");
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config.setParam("DatabasePassword", "d4science");
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config.setParam("DatabaseURL", "jdbc:postgresql://statistical-manager.d.d4science.research-infrastructures.eu/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("TimeSeriesTable", "timeseries_idd3dd174e_242c_4f8b_920a_faa79691ca43");
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config.setParam("ValueColum", "quantity");
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config.setParam("FFT_Window_Samples", "14");
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config.setParam("SSA_Window_in_Samples", "20");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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public static AlgorithmConfiguration earthquakesSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "utente");
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config.setParam("DatabasePassword", "d4science");
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config.setParam("DatabaseURL", "jdbc:postgresql://statistical-manager.d.d4science.research-infrastructures.eu/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("TimeSeriesTable", "timeseries_id0f44b131_de55_4839_b07f_2721574e2b9d");
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config.setParam("ValueColum", "magnitude");
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config.setParam("FFT_Window_Samples", "14");
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config.setParam("SSA_Window_in_Samples", "20");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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public static AlgorithmConfiguration temperatureSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "utente");
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config.setParam("DatabasePassword", "d4science");
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config.setParam("DatabaseURL", "jdbc:postgresql://statistical-manager.d.d4science.research-infrastructures.eu/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("TimeSeriesTable", "timeseries_id08b3abb9_c7b0_4b82_8117_64b69055416f");
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config.setParam("ValueColum", "fvalue");
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config.setParam("FFT_Window_Samples", "52");
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config.setParam("SSA_Window_in_Samples", "10");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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public static AlgorithmConfiguration temperatureBariSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "utente");
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config.setParam("DatabasePassword", "d4science");
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config.setParam("DatabaseURL", "jdbc:postgresql://statistical-manager.d.d4science.research-infrastructures.eu/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("TimeSeriesTable", "timeseries_id5b39298a_0e32_4a9c_8e6c_f2e48e3f1b1a");
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config.setParam("ValueColum", "fvalue");
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config.setParam("FFT_Window_Samples", "500");
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config.setParam("SSA_Window_in_Samples", "10");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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public static AlgorithmConfiguration temperatureShortSignalConfig() {
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AlgorithmConfiguration config = new AlgorithmConfiguration();
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config.setAgent("TIME_SERIES_PROCESSING");
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config.setConfigPath("./cfg/");
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config.setPersistencePath("./");
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config.setParam("DatabaseUserName", "gcube");
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config.setParam("DatabasePassword", "d4science2");
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config.setParam("DatabaseURL", "jdbc:postgresql://localhost/testdb");
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config.setParam("DatabaseDriver", "org.postgresql.Driver");
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// vessels
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config.setParam("TimeSeriesTable", "testtextractiontemp");
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config.setParam("ValueColum", "fvalue");
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config.setParam("FFT_Window_Samples", "500");
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config.setParam("SSA_Window_in_Samples", "10");
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config.setParam("SSA_EigenvaluesThreshold", "0.7");
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config.setParam("SSA_Points_to_Forecast", "10");
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AnalysisLogger.setLogger(config.getConfigPath() + AlgorithmConfiguration.defaultLoggerFile);
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config.setGcubeScope("/gcube");
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config.setConfigPath("./cfg");
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return config;
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}
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}
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