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Use histodb client instead of REST API to access historical data duri…
…ng forecast errors analysis
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112 changes: 42 additions & 70 deletions
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mcla-integration/src/main/java/eu/itesla_project/mcla/forecast_errors/FEAHistoDBFacade.java
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,91 +1,63 @@ | ||
| /** | ||
| * Copyright (c) 2016, All partners of the iTesla project (http://www.itesla-project.eu/consortium) | ||
| * Copyright (c) 2017, RTE (http://www.rte-france.com) | ||
| * This Source Code Form is subject to the terms of the Mozilla Public | ||
| * License, v. 2.0. If a copy of the MPL was not distributed with this | ||
| * file, You can obtain one at http://mozilla.org/MPL/2.0/. | ||
| */ | ||
| package eu.itesla_project.mcla.forecast_errors; | ||
|
|
||
| import java.io.InputStream; | ||
| import java.nio.file.Files; | ||
| import java.nio.file.Path; | ||
| import java.util.ArrayList; | ||
| import java.util.Objects; | ||
| import java.util.LinkedHashSet; | ||
| import java.util.List; | ||
| import java.util.Set; | ||
|
|
||
| import org.joda.time.DateTime; | ||
| import org.joda.time.Interval; | ||
| import org.joda.time.format.DateTimeFormatter; | ||
| import org.joda.time.format.ISODateTimeFormat; | ||
| import org.slf4j.Logger; | ||
| import org.slf4j.LoggerFactory; | ||
|
|
||
| import eu.itesla_project.modules.online.TimeHorizon; | ||
| import eu.itesla_project.modules.histo.HistoDbAttr; | ||
| import eu.itesla_project.modules.histo.HistoDbAttributeId; | ||
| import eu.itesla_project.modules.histo.HistoDbClient; | ||
| import eu.itesla_project.modules.histo.HistoDbHorizon; | ||
| import eu.itesla_project.modules.histo.HistoDbMetaAttributeId; | ||
| import eu.itesla_project.modules.histo.HistoDbMetaAttributeType; | ||
| import eu.itesla_project.modules.histo.HistoDbNetworkAttributeId; | ||
| import eu.itesla_project.modules.histo.HistoQueryType; | ||
|
|
||
| /** | ||
| * | ||
| * @author Quinary <itesla@quinary.com> | ||
| */ | ||
| public class FEAHistoDBFacade { | ||
|
|
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| private static final Logger LOGGER = LoggerFactory.getLogger(FEAHistoDBFacade.class); | ||
|
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| private final int MAXRECORDSNUM = 100000; | ||
|
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| DataMiningFacadeRestConfig config; | ||
| TimeHorizon timeHorizon; | ||
| Interval histoInterval; | ||
| ArrayList<String> generatorsIds; | ||
| ArrayList<String> loadsIds; | ||
| public final class FEAHistoDBFacade { | ||
|
|
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| public FEAHistoDBFacade(DataMiningFacadeRestConfig config, TimeHorizon timeHorizon, Interval histoInterval, | ||
| ArrayList<String> generatorsIds, ArrayList<String> loadsIds) { | ||
| Objects.requireNonNull(config, "config is null"); | ||
| Objects.requireNonNull(timeHorizon, "time horizon is null"); | ||
| Objects.requireNonNull(histoInterval, "histo interval is null"); | ||
| Objects.requireNonNull(generatorsIds, "generatorsIds is null"); | ||
| Objects.requireNonNull(loadsIds, "loadsIds is null"); | ||
|
|
||
| this.config = config; | ||
| this.timeHorizon = timeHorizon; | ||
| this.histoInterval = histoInterval; | ||
| this.generatorsIds = generatorsIds; | ||
| this.loadsIds = loadsIds; | ||
| } | ||
| private FEAHistoDBFacade() { | ||
| } | ||
|
|
||
| public void historicalDataToCsvFile(Path historicalDataCsvFile) throws Exception { | ||
| String query = historicalDataQuery(); | ||
| LOGGER.info("Downloading data from HistoDB to file " + historicalDataCsvFile); | ||
| LOGGER.debug("HistoDB query = " + query); | ||
| HttpsClientHelper.remoteDataToFilePOST( | ||
| config.getRestServiceUrl(), | ||
| query, | ||
| config.getServiceUser(), | ||
| config.getServicePassword(), | ||
| historicalDataCsvFile.toString()); | ||
| } | ||
|
|
||
| protected String historicalDataQuery() { | ||
| String query = "headers=true"; | ||
| query += "&count=" + MAXRECORDSNUM; | ||
| DateTimeFormatter dateFormatter = ISODateTimeFormat.date(); | ||
| DateTime intervalStart = histoInterval.getStart(); | ||
| DateTime intervalEnd = histoInterval.getEnd(); | ||
| query += "&time=[" + intervalStart.toString(dateFormatter) + "," + intervalEnd.toString(dateFormatter) + "]"; | ||
| switch (timeHorizon) { | ||
| case DACF: | ||
| query += "&horizon=" + timeHorizon.getName(); | ||
| break; | ||
| default: | ||
| throw new AssertionError(); | ||
| } | ||
| if ( timeHorizon.getForecastTime() >= 0 ) | ||
| query += "&forecast=" + timeHorizon.getForecastTime(); | ||
| query += "&cols=datetime,horizon,forecastTime"; | ||
| for ( String generatorId : generatorsIds ) { | ||
| query += "," + generatorId + "_P" + "," + generatorId + "_Q"; | ||
| } | ||
| for ( String loadId : loadsIds ) { | ||
| query += "," + loadId + "_P" + "," + loadId + "_Q"; | ||
| } | ||
| return query; | ||
| } | ||
| public static void historicalDataToCsvFile(HistoDbClient histoDbClient, List<String> generatorsIds, List<String> loadsIds, | ||
| Interval histoInterval, Path historicalDataCsvFile) throws Exception { | ||
| Set<HistoDbAttributeId> attributeIds = new LinkedHashSet<>(); | ||
| attributeIds.add(new HistoDbMetaAttributeId(HistoDbMetaAttributeType.datetime)); | ||
| attributeIds.add(new HistoDbMetaAttributeId(HistoDbMetaAttributeType.horizon)); | ||
| attributeIds.add(new HistoDbMetaAttributeId(HistoDbMetaAttributeType.forecastTime)); | ||
| generatorsIds.forEach( generatorId -> | ||
| { | ||
| attributeIds.add(new HistoDbNetworkAttributeId(generatorId, HistoDbAttr.P)); | ||
| attributeIds.add(new HistoDbNetworkAttributeId(generatorId, HistoDbAttr.Q)); | ||
| }); | ||
| loadsIds.forEach( loadId -> | ||
| { | ||
| attributeIds.add(new HistoDbNetworkAttributeId(loadId, HistoDbAttr.P)); | ||
| attributeIds.add(new HistoDbNetworkAttributeId(loadId, HistoDbAttr.Q)); | ||
| }); | ||
| try (InputStream is = histoDbClient.queryCsv(HistoQueryType.forecastDiff, | ||
| attributeIds, | ||
| histoInterval, | ||
| HistoDbHorizon.DACF, | ||
| false, | ||
| false)) { | ||
| Files.copy(is, historicalDataCsvFile); | ||
| } | ||
| } | ||
|
|
||
| } |
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