svn-gvsig-desktop / trunk / org.gvsig.desktop / org.gvsig.desktop.compat.cdc / org.gvsig.fmap.dal / org.gvsig.fmap.dal.file / org.gvsig.fmap.dal.file.csv / src / main / java / org / gvsig / fmap / dal / store / csv / CSVStoreProvider.java @ 42220
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/**
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* gvSIG. Desktop Geographic Information System.
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*
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* Copyright (C) 2007-2013 gvSIG Association.
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*
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* This program is free software; you can redistribute it and/or
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* modify it under the terms of the GNU General Public License
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* as published by the Free Software Foundation; either version 3
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* of the License, or (at your option) any later version.
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*
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* This program is distributed in the hope that it will be useful,
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* but WITHOUT ANY WARRANTY; without even the implied warranty of
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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* GNU General Public License for more details.
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*
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* You should have received a copy of the GNU General Public License
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* along with this program; if not, write to the Free Software
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* Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston,
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* MA 02110-1301, USA.
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*
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* For any additional information, do not hesitate to contact us
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* at info AT gvsig.com, or visit our website www.gvsig.com.
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*/
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package org.gvsig.fmap.dal.store.csv; |
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|
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import java.io.File; |
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import java.io.FileReader; |
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import java.io.FileWriter; |
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import java.io.IOException; |
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import java.net.URL; |
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import java.text.SimpleDateFormat; |
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import java.util.ArrayList; |
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import java.util.HashMap; |
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import java.util.Iterator; |
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import java.util.List; |
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import java.util.Locale; |
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|
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import org.apache.commons.io.FilenameUtils; |
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import org.apache.commons.lang3.StringUtils; |
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import org.cresques.cts.IProjection; |
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import org.gvsig.fmap.dal.DALLocator; |
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import org.gvsig.fmap.dal.DataManager; |
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import org.gvsig.fmap.dal.DataServerExplorer; |
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import org.gvsig.fmap.dal.DataStore; |
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import org.gvsig.fmap.dal.DataStoreNotification; |
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import org.gvsig.fmap.dal.DataTypes; |
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import org.gvsig.fmap.dal.FileHelper; |
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import org.gvsig.fmap.dal.exception.DataException; |
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import org.gvsig.fmap.dal.exception.InitializeException; |
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import org.gvsig.fmap.dal.exception.OpenException; |
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import org.gvsig.fmap.dal.exception.ReadException; |
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import org.gvsig.fmap.dal.exception.ValidateDataParametersException; |
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import org.gvsig.fmap.dal.feature.EditableFeature; |
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import org.gvsig.fmap.dal.feature.EditableFeatureAttributeDescriptor; |
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import org.gvsig.fmap.dal.feature.EditableFeatureType; |
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import org.gvsig.fmap.dal.feature.Feature; |
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import org.gvsig.fmap.dal.feature.FeatureAttributeDescriptor; |
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import org.gvsig.fmap.dal.feature.FeatureAttributeEmulator; |
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import org.gvsig.fmap.dal.feature.FeatureSet; |
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import org.gvsig.fmap.dal.feature.FeatureStore; |
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import org.gvsig.fmap.dal.feature.FeatureType; |
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import org.gvsig.fmap.dal.feature.exception.PerformEditingException; |
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import org.gvsig.fmap.dal.feature.spi.FeatureProvider; |
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import org.gvsig.fmap.dal.feature.spi.FeatureStoreProviderServices; |
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import org.gvsig.fmap.dal.feature.spi.memory.AbstractMemoryStoreProvider; |
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import org.gvsig.fmap.dal.resource.ResourceAction; |
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import org.gvsig.fmap.dal.resource.file.FileResource; |
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import org.gvsig.fmap.dal.resource.spi.ResourceConsumer; |
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import org.gvsig.fmap.dal.resource.spi.ResourceProvider; |
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import org.gvsig.fmap.dal.serverexplorer.filesystem.FilesystemServerExplorer; |
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import org.gvsig.fmap.dal.serverexplorer.filesystem.FilesystemServerExplorerParameters; |
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import org.gvsig.fmap.dal.spi.DataStoreProviderServices; |
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import org.gvsig.fmap.dal.store.csv.simplereaders.CSVReader; |
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import org.gvsig.fmap.dal.store.csv.simplereaders.FixedLenReader; |
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import org.gvsig.fmap.dal.store.csv.simplereaders.SimpleReader; |
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import org.gvsig.fmap.geom.Geometry; |
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import org.gvsig.fmap.geom.GeometryLocator; |
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import org.gvsig.fmap.geom.GeometryManager; |
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import org.gvsig.fmap.geom.aggregate.MultiPoint; |
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import org.gvsig.fmap.geom.primitive.Envelope; |
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import org.gvsig.fmap.geom.primitive.Point; |
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import org.gvsig.fmap.geom.type.GeometryType; |
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import org.gvsig.tools.ToolsLocator; |
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import org.gvsig.tools.dataTypes.CoercionException; |
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import org.gvsig.tools.dataTypes.DataType; |
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import org.gvsig.tools.dataTypes.DataTypesManager; |
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import org.gvsig.tools.dataTypes.DataTypesManager.Coercion; |
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import org.gvsig.tools.dataTypes.DataTypesManager.CoercionWithLocale; |
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import org.gvsig.tools.dispose.DisposableIterator; |
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import org.gvsig.tools.dynobject.exception.DynFieldNotFoundException; |
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import org.gvsig.tools.evaluator.AbstractEvaluator; |
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import org.gvsig.tools.evaluator.EvaluatorData; |
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import org.gvsig.tools.evaluator.EvaluatorException; |
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import org.gvsig.tools.exception.BaseException; |
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import org.gvsig.tools.exception.NotYetImplemented; |
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import org.gvsig.tools.persistence.PersistentState; |
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import org.gvsig.tools.persistence.exception.PersistenceException; |
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import org.gvsig.tools.task.SimpleTaskStatus; |
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import org.gvsig.tools.task.TaskStatusManager; |
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import org.gvsig.tools.visitor.VisitCanceledException; |
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import org.gvsig.tools.visitor.Visitor; |
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import org.slf4j.Logger; |
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import org.slf4j.LoggerFactory; |
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import org.supercsv.io.CsvListWriter; |
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import org.supercsv.prefs.CsvPreference; |
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public class CSVStoreProvider extends AbstractMemoryStoreProvider implements |
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ResourceConsumer { |
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private static final Logger logger = LoggerFactory.getLogger(CSVStoreProvider.class); |
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public static final String NAME = "CSV"; |
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public static final String DESCRIPTION = "CSV file"; |
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public static final String METADATA_DEFINITION_NAME = NAME; |
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private ResourceProvider resource;
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private long counterNewsOIDs = 0; |
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private Envelope envelope;
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private boolean need_calculate_envelope = false; |
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private SimpleTaskStatus taskStatus;
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public CSVStoreProvider(CSVStoreParameters parameters,
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DataStoreProviderServices storeServices) throws InitializeException {
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super(
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parameters, |
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storeServices, |
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FileHelper.newMetadataContainer(METADATA_DEFINITION_NAME) |
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); |
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TaskStatusManager manager = ToolsLocator.getTaskStatusManager(); |
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this.taskStatus = manager.createDefaultSimpleTaskStatus("CSV"); |
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counterNewsOIDs = 0;
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File file = getCSVParameters().getFile();
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resource = this.createResource(
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FileResource.NAME, |
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new Object[]{file.getAbsolutePath()} |
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); |
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resource.addConsumer(this);
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initializeFeatureTypes(); |
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} |
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private CSVStoreParameters getCSVParameters() {
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return (CSVStoreParameters) this.getParameters(); |
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} |
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public String getProviderName() { |
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return NAME;
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} |
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public boolean allowWrite() { |
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return false; |
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} |
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private String getFullFileName() { |
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// Usar solo para mostrar mensajes en el logger.
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String s = "(unknow)"; |
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try {
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s = getCSVParameters().getFile().getAbsolutePath(); |
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} catch (Exception e2) { |
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s = "(unknow)";
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} |
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return s;
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} |
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public void open() throws OpenException { |
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if ( this.data != null ) { |
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return;
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} |
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this.data = new ArrayList<FeatureProvider>(); |
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resource.setData(new HashMap()); |
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counterNewsOIDs = 0;
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try {
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loadFeatures(); |
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} catch (RuntimeException e) { |
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logger.warn("Can't load features from CSV '" + getFullFileName() + "'.", e); |
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throw e;
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} catch (Exception e) { |
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logger.warn("Can't load features from CSV '" + getFullFileName() + "'.", e); |
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throw new RuntimeException(e); |
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} |
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} |
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public DataServerExplorer getExplorer() throws ReadException { |
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DataManager manager = DALLocator.getDataManager(); |
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FilesystemServerExplorerParameters params; |
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try {
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params = (FilesystemServerExplorerParameters) manager |
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.createServerExplorerParameters(FilesystemServerExplorer.NAME); |
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params.setRoot(this.getCSVParameters().getFile().getParent());
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return manager.openServerExplorer(FilesystemServerExplorer.NAME, params);
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} catch (DataException e) {
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throw new ReadException(this.getProviderName(), e); |
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} catch (ValidateDataParametersException e) {
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throw new ReadException(this.getProviderName(), e); |
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} |
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} |
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class Writer { |
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private Envelope envelope = null; |
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private boolean calculate_envelope = false; |
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private CsvListWriter listWriter = null; |
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private CsvPreference csvpreferences = null; |
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private FileWriter fwriter = null; |
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private FeatureType ftype;
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private File file; |
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private String[] values; |
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private FeatureAttributeDescriptor[] descriptors; |
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private Coercion convert = null; |
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private int errorcounts = 0; |
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private Throwable lasterror = null; |
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private Locale locale = null; |
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public void initialize(File file, FeatureType ftype, CsvPreference csvpreferences) { |
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this.file = file;
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this.ftype = ftype;
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this.csvpreferences = csvpreferences;
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this.locale = CSVStoreParameters.getLocale(getCSVParameters());
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if ( csvpreferences == null ) { |
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this.csvpreferences = CsvPreference.STANDARD_PREFERENCE;
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} |
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if ( ftype.getDefaultGeometryAttributeName() != null ) { |
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this.calculate_envelope = true; |
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} |
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this.descriptors = this.ftype.getAttributeDescriptors(); |
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this.convert = ToolsLocator.getDataTypesManager().getCoercion(org.gvsig.tools.dataTypes.DataTypes.STRING);
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this.errorcounts = 0; |
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} |
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public void begin() { |
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try {
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this.fwriter = new FileWriter(file); |
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} catch (IOException e) { |
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logger.warn("Can't open file for write (" + file.getAbsolutePath() + ").", e); |
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throw new RuntimeException(e); |
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} |
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this.listWriter = new CsvListWriter(this.fwriter, this.csvpreferences); |
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int n = 0; |
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for ( int i = 0; i < descriptors.length; i++ ) { |
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FeatureAttributeDescriptor descriptor = descriptors[i]; |
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if ( descriptor.getEvaluator() == null ) { |
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n++; |
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} |
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} |
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|
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String[] header = new String[n]; |
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this.values = new String[n]; |
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n = 0;
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for ( int i = 0; i < descriptors.length; i++ ) { |
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FeatureAttributeDescriptor descriptor = descriptors[i]; |
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if ( descriptor.getEvaluator() == null ) { |
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String name = descriptor.getName();
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String typeName = descriptor.getDataTypeName();
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if ( descriptor.getDataType().getType() == DataTypes.STRING ) {
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header[n++] = name + "__" + typeName + "__" + descriptor.getSize(); |
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} else {
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header[n++] = name + "__" + typeName;
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} |
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} |
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} |
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try {
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listWriter.writeHeader(header); |
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} catch (Exception e) { |
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logger.warn("Can't write header '" + header.toString() + "' file for write (" + file.getAbsolutePath() + ").", e); |
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throw new RuntimeException(e); |
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} |
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} |
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public void add(FeatureProvider feature) { |
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if ( this.calculate_envelope ) { |
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Geometry geom = feature.getDefaultGeometry(); |
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if ( geom != null ) { |
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if ( envelope == null ) { |
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try {
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envelope = (Envelope) geom.getEnvelope().clone(); |
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} catch (CloneNotSupportedException e) { |
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logger.warn("Este error no deberia pasar, siempre se puede hacer un clone de un envelope.", e);
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} |
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} else {
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envelope.add(geom.getEnvelope()); |
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} |
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} |
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} |
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int n = 0; |
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for ( int i = 0; i < descriptors.length; i++ ) { |
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FeatureAttributeDescriptor descriptor = descriptors[i]; |
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if ( descriptor.getEvaluator() == null ) { |
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Object value = feature.get(i);
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try {
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n++; |
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if ( this.convert != null && this.convert instanceof CoercionWithLocale ) { |
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values[n] = (String) ((CoercionWithLocale) this.convert).coerce(value, this.locale); |
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} else {
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values[n] = (String) this.convert.coerce(value); |
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} |
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} catch (CoercionException e) {
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try {
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values[n] = value.toString(); |
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} catch (Exception ex) { |
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values[n] = "";
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} |
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if ( errorcounts++ <= 10 ) { |
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this.lasterror = e;
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logger.warn("Can't convert value of field " + i + " to string in CVS file '" + getFullFileName() + "'.", e); |
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if ( errorcounts == 10 ) { |
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logger.warn("Too many error writing CVS file '" + getFullFileName() + "', don't output more."); |
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} |
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} |
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} |
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} |
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} |
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try {
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this.listWriter.writeHeader(values);
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} catch (IOException e) { |
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if ( errorcounts++ <= 10 ) { |
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this.lasterror = e;
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logger.warn("Can't write values to CVS file '" + getFullFileName() + "'.", e); |
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if ( errorcounts == 10 ) { |
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logger.warn("Too many error writing CVS file '" + getFullFileName() + "', don't output more."); |
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} |
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} |
328 |
} |
329 |
|
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} |
331 |
|
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public void end() throws PerformEditingException { |
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if ( this.errorcounts > 0 ) { |
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throw new PerformEditingException(this.file.getAbsolutePath(), lasterror); |
335 |
} |
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if ( listWriter != null ) { |
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try {
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listWriter.close(); |
339 |
} catch (Exception ex) { |
340 |
// Ignore error
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} |
342 |
listWriter = null;
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} |
344 |
if ( fwriter != null ) { |
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try {
|
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fwriter.close(); |
347 |
} catch (Exception ex) { |
348 |
// Ignore error
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} |
350 |
fwriter = null;
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} |
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} |
353 |
|
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public Envelope getEnvelope() {
|
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return this.envelope; |
356 |
} |
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} |
358 |
|
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public void performChanges(Iterator deleteds, Iterator inserteds, Iterator updateds, Iterator originalFeatureTypesUpdated) throws PerformEditingException { |
360 |
|
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try {
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this.taskStatus.add();
|
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taskStatus.message("_preparing");
|
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getResource().execute(new ResourceAction() {
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public Object run() throws Exception { |
366 |
FeatureSet features = null;
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DisposableIterator it = null;
|
368 |
try {
|
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File file = (File) resource.get(); |
370 |
|
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Writer writer = new Writer(); |
372 |
writer.initialize(file, getStoreServices().getDefaultFeatureType(), getCSVPreferences()); |
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features |
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= getStoreServices().getFeatureStore() |
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.getFeatureSet(); |
376 |
List<FeatureProvider> newdata = new ArrayList<FeatureProvider>(); |
377 |
writer.begin(); |
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it = features.fastIterator(); |
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taskStatus.setRangeOfValues(0, 0); |
380 |
long counter = 0; |
381 |
while ( it.hasNext() ) {
|
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taskStatus.setCurValue(counter++); |
383 |
FeatureProvider feature = getStoreServices().getFeatureProviderFromFeature( |
384 |
(org.gvsig.fmap.dal.feature.Feature) it.next()); |
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writer.add(feature); |
386 |
if ( feature.getOID() == null ) { |
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logger.warn("feature without OID");
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feature.setOID(createNewOID()); |
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} |
390 |
newdata.add(feature); |
391 |
} |
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data = newdata; |
393 |
if ( writer.getEnvelope() != null ) { |
394 |
envelope = writer.getEnvelope().getGeometry().getEnvelope(); |
395 |
} |
396 |
resource.notifyChanges(); |
397 |
writer.end(); |
398 |
} finally {
|
399 |
if ( it != null ) { |
400 |
it.dispose(); |
401 |
} |
402 |
if ( features != null ) { |
403 |
features.dispose(); |
404 |
} |
405 |
} |
406 |
return null; |
407 |
} |
408 |
|
409 |
private CsvPreference getCSVPreferences() {
|
410 |
CSVReader reader = new CSVReader(getCSVParameters());
|
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return reader.getCSVPreferences();
|
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} |
413 |
|
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}); |
415 |
this.taskStatus.terminate();
|
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} catch (Exception e) { |
417 |
this.taskStatus.abort();
|
418 |
throw new PerformEditingException(getResource().toString(), e); |
419 |
} finally {
|
420 |
this.taskStatus.remove();
|
421 |
} |
422 |
} |
423 |
|
424 |
public boolean closeResourceRequested(ResourceProvider resource) { |
425 |
return true; |
426 |
} |
427 |
|
428 |
public int getOIDType() { |
429 |
return DataTypes.LONG;
|
430 |
} |
431 |
|
432 |
public boolean supportsAppendMode() { |
433 |
return false; |
434 |
} |
435 |
|
436 |
public void append(FeatureProvider featureProvider) { |
437 |
throw new UnsupportedOperationException(); |
438 |
} |
439 |
|
440 |
public void beginAppend() { |
441 |
throw new UnsupportedOperationException(); |
442 |
} |
443 |
|
444 |
public void endAppend() { |
445 |
throw new UnsupportedOperationException(); |
446 |
} |
447 |
|
448 |
public void saveToState(PersistentState state) throws PersistenceException { |
449 |
throw new NotYetImplemented(); |
450 |
} |
451 |
|
452 |
public void loadFromState(PersistentState state) throws PersistenceException { |
453 |
throw new NotYetImplemented(); |
454 |
} |
455 |
|
456 |
public Object createNewOID() { |
457 |
return new Long(counterNewsOIDs++); |
458 |
} |
459 |
|
460 |
protected void initializeFeatureTypes() throws InitializeException { |
461 |
try {
|
462 |
this.open();
|
463 |
} catch (OpenException e) {
|
464 |
throw new InitializeException(this.getProviderName(), e); |
465 |
} |
466 |
} |
467 |
|
468 |
public Envelope getEnvelope() throws DataException { |
469 |
this.open();
|
470 |
if ( this.envelope != null ) { |
471 |
return this.envelope; |
472 |
} |
473 |
if ( !this.need_calculate_envelope ) { |
474 |
return null; |
475 |
} |
476 |
FeatureStore fs = this.getFeatureStore();
|
477 |
FeatureType ft = fs.getDefaultFeatureType(); |
478 |
FeatureAttributeDescriptor fad = ft.getAttributeDescriptor(ft.getDefaultGeometryAttributeIndex()); |
479 |
|
480 |
try {
|
481 |
this.envelope = GeometryLocator.getGeometryManager().createEnvelope(fad.getGeomType().getSubType());
|
482 |
fs.accept(new Visitor() {
|
483 |
public void visit(Object obj) throws VisitCanceledException, BaseException { |
484 |
Feature f = (Feature) obj; |
485 |
Geometry geom = f.getDefaultGeometry(); |
486 |
if ( geom != null ) { |
487 |
envelope.add(geom.getEnvelope()); |
488 |
} |
489 |
} |
490 |
}); |
491 |
} catch (BaseException e) {
|
492 |
logger.warn("Can't calculate the envelope of CSV file '" + this.getFullName() + "'.", e); |
493 |
this.envelope = null; |
494 |
} |
495 |
|
496 |
this.need_calculate_envelope = false; |
497 |
return this.envelope; |
498 |
} |
499 |
|
500 |
public Object getDynValue(String name) throws DynFieldNotFoundException { |
501 |
if ( DataStore.METADATA_ENVELOPE.equalsIgnoreCase(name) ) {
|
502 |
try {
|
503 |
return this.getEnvelope(); |
504 |
} catch (DataException e) {
|
505 |
return null; |
506 |
} |
507 |
} else {
|
508 |
if ( DataStore.METADATA_CRS.equalsIgnoreCase(name) ) {
|
509 |
IProjection pro = CSVStoreParameters.getCRS(this.getCSVParameters());
|
510 |
if ( pro != null ) { |
511 |
return pro;
|
512 |
} |
513 |
} |
514 |
} |
515 |
return super.getDynValue(name); |
516 |
} |
517 |
|
518 |
public void resourceChanged(ResourceProvider resource) { |
519 |
this.getStoreServices().notifyChange(
|
520 |
DataStoreNotification.RESOURCE_CHANGED, |
521 |
resource); |
522 |
} |
523 |
|
524 |
public Object getSourceId() { |
525 |
return this.getCSVParameters().getFile(); |
526 |
} |
527 |
|
528 |
public String getName() { |
529 |
String name = this.getCSVParameters().getFile().getName(); |
530 |
return FilenameUtils.getBaseName(name);
|
531 |
} |
532 |
|
533 |
public String getFullName() { |
534 |
return this.getCSVParameters().getFile().getAbsolutePath(); |
535 |
} |
536 |
|
537 |
public ResourceProvider getResource() {
|
538 |
return resource;
|
539 |
} |
540 |
|
541 |
private boolean isEmpty(String s) { |
542 |
if ( s == null ) { |
543 |
return true; |
544 |
} |
545 |
return s.trim().length() == 0; |
546 |
} |
547 |
|
548 |
private class FieldTypeParser { |
549 |
|
550 |
public String name = null; |
551 |
public int type = DataTypes.STRING; |
552 |
public int size = 0; |
553 |
public boolean allowNulls = true; |
554 |
public int geometryType = Geometry.TYPES.GEOMETRY; |
555 |
|
556 |
private String typename = "string"; |
557 |
|
558 |
FieldTypeParser() { |
559 |
} |
560 |
|
561 |
private int getType(String value) { |
562 |
DataTypesManager dataTypesManager = ToolsLocator.getDataTypesManager(); |
563 |
return dataTypesManager.getType(typename);
|
564 |
} |
565 |
|
566 |
// El formato seria:
|
567 |
// name[:typename[:size[:notnull|null]]]
|
568 |
// name[:GEOMETRY[:geometry_type[:notnull|null]]]
|
569 |
// name[__typename[__size[__notnull|null]]]
|
570 |
//
|
571 |
public boolean parse(String value) { |
572 |
String typename = null; |
573 |
String[] ss = null; |
574 |
if ( value.contains(":") ) { |
575 |
ss = value.split(":");
|
576 |
} else if ( value.contains("__") ) { |
577 |
ss = value.split("__");
|
578 |
} |
579 |
if ( ss == null ) { |
580 |
this.name = value;
|
581 |
return true; |
582 |
} |
583 |
switch (ss.length) {
|
584 |
case 4: |
585 |
if ( !StringUtils.isBlank(ss[3]) ) { |
586 |
if ( "notnull".equalsIgnoreCase(ss[3].trim()) ) { |
587 |
this.allowNulls = false; |
588 |
} else {
|
589 |
this.allowNulls = true; |
590 |
} |
591 |
} |
592 |
case 3: |
593 |
if ( !StringUtils.isBlank(ss[1]) ) { |
594 |
this.typename = ss[1].trim(); |
595 |
this.type = this.getType(this.typename); |
596 |
if ( this.type == DataTypes.INVALID ) { |
597 |
this.type = DataTypes.STRING;
|
598 |
logger.info("Type '" + typename + "' not valid for attribute '" + value + "' in CSV file '" + getFullFileName() + "'."); |
599 |
} |
600 |
} |
601 |
if ( !StringUtils.isBlank(ss[2]) ) { |
602 |
if( this.type == DataTypes.GEOMETRY ) { |
603 |
String s = ss[2].trim(); |
604 |
if( s.equalsIgnoreCase("line") || s.equalsIgnoreCase("linestring") || s.equalsIgnoreCase("curve") ) { |
605 |
this.geometryType = Geometry.TYPES.CURVE;
|
606 |
} else if( s.equalsIgnoreCase("multiline") || s.equalsIgnoreCase("multilinestring") || s.equalsIgnoreCase("multicurve") ) { |
607 |
this.geometryType = Geometry.TYPES.MULTICURVE;
|
608 |
} else if( s.equalsIgnoreCase("point") ) { |
609 |
this.geometryType = Geometry.TYPES.POINT;
|
610 |
} else if( s.equalsIgnoreCase("multipoint") ) { |
611 |
this.geometryType = Geometry.TYPES.MULTIPOINT;
|
612 |
} else if( s.equalsIgnoreCase("polygon") || s.equalsIgnoreCase("surface") ) { |
613 |
this.geometryType = Geometry.TYPES.POLYGON;
|
614 |
} else if( s.equalsIgnoreCase("multipolygon") || s.equalsIgnoreCase("multisurface") ) { |
615 |
this.geometryType = Geometry.TYPES.MULTISURFACE;
|
616 |
} |
617 |
this.size = 1; |
618 |
} else {
|
619 |
try {
|
620 |
this.size = Integer.parseInt(ss[2]); |
621 |
} catch (Exception ex) { |
622 |
logger.warn("Ignore incorrect field size for field " + value + " in CSV header of '" + getFullFileName() + "'.", ex); |
623 |
} |
624 |
} |
625 |
} |
626 |
this.name = ss[0].trim(); |
627 |
break;
|
628 |
case 2: |
629 |
if ( !StringUtils.isBlank(ss[1]) ) { |
630 |
this.typename = ss[1].trim(); |
631 |
this.type = this.getType(this.typename); |
632 |
if ( this.type == DataTypes.INVALID ) { |
633 |
this.type = DataTypes.STRING;
|
634 |
logger.info("Type '" + typename + "' not valid for attribute '" + value + "' in CSV file '" + getFullFileName() + "'."); |
635 |
} |
636 |
} |
637 |
case 1: |
638 |
this.name = ss[0].trim(); |
639 |
break;
|
640 |
} |
641 |
|
642 |
if ( this.type != DataTypes.STRING ) { |
643 |
this.size = 0; |
644 |
} |
645 |
return true; |
646 |
} |
647 |
|
648 |
} |
649 |
|
650 |
private EditableFeatureType getFeatureType(String headers[], int automaticTypes[]) { |
651 |
EditableFeatureType fType = getStoreServices().createFeatureType(this.getName());
|
652 |
fType.setHasOID(true);
|
653 |
|
654 |
FieldTypeParser[] fieldTypes = new FieldTypeParser[headers.length]; |
655 |
//
|
656 |
// Calculamos cuales pueden ser los tipos de datos
|
657 |
//
|
658 |
for ( int i = 0; i < fieldTypes.length; i++ ) { |
659 |
fieldTypes[i] = new FieldTypeParser();
|
660 |
} |
661 |
|
662 |
// Asuminos los tipos pasados por parametro, que se supone
|
663 |
// son los detectados automaticamente.
|
664 |
if ( automaticTypes != null ) { |
665 |
for ( int i = 0; i < fieldTypes.length && i < automaticTypes.length; i++ ) { |
666 |
fieldTypes[i].type = automaticTypes[i]; |
667 |
} |
668 |
} |
669 |
// Luego probamos con lo que diga las cabezeras del CVS, sobreescribiendo
|
670 |
// los tipos anteriores en caso de definirse en la cabezara.
|
671 |
for ( int i = 0; i < fieldTypes.length; i++ ) { |
672 |
if ( !fieldTypes[i].parse(headers[i]) ) {
|
673 |
continue;
|
674 |
} |
675 |
|
676 |
} |
677 |
|
678 |
// Y por ultimo hacemos caso a lo que se haya especificado en los parametros
|
679 |
// de apertura del CSV, teniendo esto prioridad sobre todo.
|
680 |
String param_types_def = CSVStoreParameters.getRawFieldTypes(this.getParameters()); |
681 |
if (StringUtils.isNotBlank(param_types_def)) {
|
682 |
String sep = CSVStoreParameters.getDelimiter(param_types_def);
|
683 |
if ( StringUtils.isNotBlank(sep) ) {
|
684 |
String[] param_types = param_types_def.split(sep); |
685 |
for (int i = 0; i < fieldTypes.length && i < param_types.length; i++) { |
686 |
if (!fieldTypes[i].parse(param_types[i])) {
|
687 |
continue;
|
688 |
} |
689 |
|
690 |
} |
691 |
} |
692 |
} |
693 |
//
|
694 |
// Una vez ya sabemos los tipos de datos rellenamos el feature-type
|
695 |
//
|
696 |
for ( int i = 0; i < fieldTypes.length; i++ ) { |
697 |
EditableFeatureAttributeDescriptor fad = fType.add( |
698 |
fieldTypes[i].name, |
699 |
fieldTypes[i].type |
700 |
); |
701 |
fad.setSize(fieldTypes[i].size); |
702 |
fad.setAllowNull(fieldTypes[i].allowNulls); |
703 |
if ( fieldTypes[i].type == DataTypes.GEOMETRY ) {
|
704 |
if( fType.getDefaultGeometryAttributeName() == null ) { |
705 |
fType.setDefaultGeometryAttributeName(fieldTypes[i].name); |
706 |
} |
707 |
fad.setGeometryType(fieldTypes[i].geometryType); |
708 |
} |
709 |
} |
710 |
String[] pointDimensionNames = CSVStoreParameters.getPointDimensionNames(this.getParameters()); |
711 |
if ( pointDimensionNames != null ) { |
712 |
PointAttributeEmulator emulator = new PointAttributeEmulator(pointDimensionNames);
|
713 |
EditableFeatureAttributeDescriptor attr = fType.add("GEOM", DataTypes.GEOMETRY, emulator);
|
714 |
GeometryManager geommgr = GeometryLocator.getGeometryManager(); |
715 |
GeometryType gt; |
716 |
try {
|
717 |
gt = geommgr.getGeometryType(Geometry.TYPES.GEOMETRY, Geometry.SUBTYPES.GEOM3D); |
718 |
attr.setGeometryType(gt); |
719 |
attr.setGeometryType(Geometry.TYPES.POINT); |
720 |
attr.setGeometrySubType(Geometry.SUBTYPES.GEOM3D); |
721 |
} catch (Exception e) { |
722 |
logger.warn("Can't set geometry type for the calculated field in CSV file '" + getFullFileName() + "'.", e); |
723 |
} |
724 |
} |
725 |
return fType;
|
726 |
} |
727 |
|
728 |
static class PointAttributeEmulator implements FeatureAttributeEmulator { |
729 |
|
730 |
private static final Logger logger = LoggerFactory.getLogger(ToPointEvaluaror.class); |
731 |
|
732 |
private static final int XNAME = 0; |
733 |
private static final int YNAME = 1; |
734 |
private static final int ZNAME = 2; |
735 |
|
736 |
private final GeometryManager geommgr; |
737 |
private final String[] fieldNames; |
738 |
private final Coercion toDouble; |
739 |
private final DataType dataType; |
740 |
private int errorcount = 0; |
741 |
|
742 |
public PointAttributeEmulator(String[] pointDimensionNames) { |
743 |
if ( pointDimensionNames.length > 2 ) { |
744 |
this.fieldNames = new String[3]; |
745 |
this.fieldNames[ZNAME] = pointDimensionNames[2]; |
746 |
} else {
|
747 |
this.fieldNames = new String[2]; |
748 |
} |
749 |
this.fieldNames[XNAME] = pointDimensionNames[0]; |
750 |
this.fieldNames[YNAME] = pointDimensionNames[1]; |
751 |
this.geommgr = GeometryLocator.getGeometryManager();
|
752 |
DataTypesManager datatypeManager = ToolsLocator.getDataTypesManager(); |
753 |
|
754 |
this.toDouble = datatypeManager.getCoercion(DataTypes.DOUBLE);
|
755 |
this.dataType = datatypeManager.get(DataTypes.GEOMETRY);
|
756 |
} |
757 |
|
758 |
public Object get(Feature feature) { |
759 |
try {
|
760 |
Object valueX = feature.get(this.fieldNames[XNAME]); |
761 |
valueX = toDouble.coerce(valueX); |
762 |
if ( valueX == null ) { |
763 |
return null; |
764 |
} |
765 |
Object valueY = feature.get(this.fieldNames[YNAME]); |
766 |
valueY = toDouble.coerce(valueY); |
767 |
if ( valueY == null ) { |
768 |
return null; |
769 |
} |
770 |
Object valueZ = null; |
771 |
if ( this.fieldNames.length > 2 ) { |
772 |
valueZ = toDouble.coerce(feature.get(this.fieldNames[ZNAME]));
|
773 |
if ( valueZ == null ) { |
774 |
return null; |
775 |
} |
776 |
} |
777 |
|
778 |
double x = ((Double) valueX).doubleValue(); |
779 |
double y = ((Double) valueY).doubleValue(); |
780 |
Point point = geommgr.createPoint(x, y, Geometry.SUBTYPES.GEOM3D);
|
781 |
if ( this.fieldNames.length > 2 ) { |
782 |
double z = ((Double) valueZ).doubleValue(); |
783 |
point.setCoordinateAt(2, z);
|
784 |
} |
785 |
return point;
|
786 |
} catch (Exception ex) { |
787 |
if ( ++errorcount < 5 ) { |
788 |
logger.warn("[" + errorcount + "] Can't create point in CSV provider. XNAME='" |
789 |
+ this.fieldNames[XNAME] + "', YNAME='" + this.fieldNames[XNAME] + "' feature=" + feature.toString(), ex); |
790 |
} |
791 |
return null; |
792 |
} |
793 |
} |
794 |
|
795 |
public void set(EditableFeature feature, Object value) { |
796 |
if ( value == null ) { |
797 |
return;
|
798 |
} |
799 |
Point point = null; |
800 |
if ( value instanceof MultiPoint ) { |
801 |
point = (Point) ((MultiPoint) value).getPrimitiveAt(0); |
802 |
} else {
|
803 |
point = (Point) value;
|
804 |
} |
805 |
feature.set(this.fieldNames[XNAME], point.getX());
|
806 |
feature.set(this.fieldNames[YNAME], point.getY());
|
807 |
if ( this.fieldNames.length > 2 ) { |
808 |
feature.set(this.fieldNames[ZNAME], point.getCoordinateAt(2)); |
809 |
} |
810 |
} |
811 |
|
812 |
public boolean allowSetting() { |
813 |
return true; |
814 |
} |
815 |
|
816 |
public String[] getRequiredFieldNames() { |
817 |
return this.fieldNames; |
818 |
} |
819 |
|
820 |
} |
821 |
|
822 |
static class ToPointEvaluaror extends AbstractEvaluator { |
823 |
|
824 |
private static final Logger logger = LoggerFactory.getLogger(ToPointEvaluaror.class); |
825 |
|
826 |
private GeometryManager geommgr = null; |
827 |
private String xname = null; |
828 |
private String yname = null; |
829 |
private String zname = null; |
830 |
private Coercion toDouble;
|
831 |
private int errorcount = 0; |
832 |
|
833 |
ToPointEvaluaror(String[] pointDimensionNames) { |
834 |
this.xname = pointDimensionNames[0]; |
835 |
this.yname = pointDimensionNames[1]; |
836 |
if ( pointDimensionNames.length > 2 ) { |
837 |
this.zname = pointDimensionNames[2]; |
838 |
} |
839 |
this.geommgr = GeometryLocator.getGeometryManager();
|
840 |
this.toDouble = ToolsLocator.getDataTypesManager().getCoercion(DataTypes.DOUBLE);
|
841 |
} |
842 |
|
843 |
public Object evaluate(EvaluatorData data) throws EvaluatorException { |
844 |
try {
|
845 |
double x = ((Double) toDouble.coerce(data.getDataValue(xname))).doubleValue(); |
846 |
double y = ((Double) toDouble.coerce(data.getDataValue(yname))).doubleValue(); |
847 |
Point point = geommgr.createPoint(x, y, Geometry.SUBTYPES.GEOM3D);
|
848 |
if ( zname != null ) { |
849 |
double z = ((Double) toDouble.coerce(data.getDataValue(zname))).doubleValue(); |
850 |
point.setCoordinateAt(2, z);
|
851 |
} |
852 |
return point;
|
853 |
} catch (Exception ex) { |
854 |
if ( ++errorcount < 5 ) { |
855 |
logger.warn("[" + errorcount + "] Can't create point in CSV provider. XNAME='" |
856 |
+ xname + "', YNAME='" + yname + "', ZNAME='" + zname + "', data=" + data.toString()); |
857 |
} |
858 |
return null; |
859 |
} |
860 |
} |
861 |
|
862 |
public String getName() { |
863 |
return "ToPointEvaluaror"; |
864 |
} |
865 |
|
866 |
} |
867 |
|
868 |
private SimpleReader getSimpleReader(FileReader in) { |
869 |
SimpleReader reader; |
870 |
if ( CSVStoreParameters.getRawFieldsDefinition(getCSVParameters()) != null ) { |
871 |
reader = new FixedLenReader(in, getCSVParameters());
|
872 |
} else {
|
873 |
reader = new CSVReader(in, getCSVParameters());
|
874 |
} |
875 |
return reader;
|
876 |
} |
877 |
|
878 |
private void loadFeatures() throws IOException, DataException, |
879 |
CoercionException, CloneNotSupportedException {
|
880 |
FileReader in = null; |
881 |
SimpleReader reader = null;
|
882 |
try {
|
883 |
String headers[] = null; |
884 |
FeatureStoreProviderServices store = this.getStoreServices();
|
885 |
|
886 |
boolean ignore_errors = CSVStoreParameters.getIgnoreErrors(getCSVParameters());
|
887 |
|
888 |
in = new FileReader(this.getCSVParameters().getFile()); |
889 |
|
890 |
reader = getSimpleReader(in); |
891 |
|
892 |
headers = CSVStoreParameters.getHeaders(getCSVParameters()); |
893 |
if ( headers == null ) { |
894 |
headers = reader.getHeader(); |
895 |
if ( headers == null ) { |
896 |
String msg = "Can't retrieve header from csv file '" |
897 |
+ this.getCSVParameters().getFile()
|
898 |
.getAbsolutePath() |
899 |
+ "' and not specified in the parameters.";
|
900 |
logger.warn(msg); |
901 |
throw new RuntimeException(msg); |
902 |
} |
903 |
} |
904 |
|
905 |
// Initialize the feature types
|
906 |
EditableFeatureType edftype = this.getFeatureType(headers, automaticDetectionOfTypes());
|
907 |
FeatureType ftype = edftype.getNotEditableCopy(); |
908 |
List<FeatureType> ftypes = new ArrayList<FeatureType>(); |
909 |
ftypes.add(ftype); |
910 |
store.setFeatureTypes(ftypes, ftype); |
911 |
|
912 |
Coercion coercion[] = new Coercion[ftype.size()]; |
913 |
int sizes[] = new int[ftype.size()]; |
914 |
for ( int i = 0; i < ftype.size(); i++ ) { |
915 |
sizes[i] = -1;
|
916 |
FeatureAttributeDescriptor ad = ftype.getAttributeDescriptor(i); |
917 |
coercion[i] = ad.getDataType().getCoercion(); |
918 |
if ( ad.getDataType().getType() == DataTypes.STRING ) {
|
919 |
if ( ad.getSize() == 0 ) { |
920 |
// Es un string y no tiene un size asignado.
|
921 |
// Lo ponemos a cero para calcularlo.
|
922 |
sizes[i] = 0;
|
923 |
} |
924 |
} |
925 |
} |
926 |
if ( ftype.getDefaultGeometryAttributeName() != null ) { |
927 |
this.need_calculate_envelope = true; |
928 |
} |
929 |
|
930 |
Locale locale = CSVStoreParameters.getLocale(getCSVParameters());
|
931 |
taskStatus.message("_loading");
|
932 |
int count = 0; |
933 |
|
934 |
int count_errors = 0; |
935 |
|
936 |
List<String> row = reader.read(); |
937 |
|
938 |
int skipLines = CSVStoreParameters.getSkipLines(getCSVParameters());
|
939 |
if ( skipLines > 0 ) { |
940 |
row = reader.skip(skipLines); |
941 |
} |
942 |
|
943 |
while ( row != null ) { |
944 |
taskStatus.setCurValue(++count); |
945 |
FeatureProvider feature = this.createFeatureProvider(ftype);
|
946 |
for ( int i = 0; i < row.size(); i++ ) { |
947 |
Object rawvalue = row.get(i);
|
948 |
try {
|
949 |
Object value = null; |
950 |
if ( locale != null && coercion[i] instanceof CoercionWithLocale ) { |
951 |
value = ((CoercionWithLocale) (coercion[i])).coerce(rawvalue, locale); |
952 |
} else {
|
953 |
value = coercion[i].coerce(rawvalue); |
954 |
} |
955 |
feature.set(i, value); |
956 |
if ( sizes[i] >= 0 && value != null ) { |
957 |
int x = ((String) value).length(); |
958 |
if ( sizes[i] < x ) {
|
959 |
sizes[i] = x; |
960 |
} |
961 |
} |
962 |
} catch (RuntimeException ex) { |
963 |
if ( !ignore_errors ) {
|
964 |
throw ex;
|
965 |
} |
966 |
if ( count_errors++ < 10 ) { |
967 |
logger.warn("Can't load value of attribute " + i + " in row " + count + ".", ex); |
968 |
} |
969 |
if ( count_errors == 10 ) { |
970 |
logger.info("Too many errors, suppress messages.");
|
971 |
} |
972 |
} |
973 |
} |
974 |
this.addFeatureProvider(feature);
|
975 |
row = reader.read(); |
976 |
} |
977 |
for ( int i = 0; i < ftype.size(); i++ ) { |
978 |
if ( sizes[i] > 0 ) { |
979 |
EditableFeatureAttributeDescriptor efad = ((EditableFeatureAttributeDescriptor) edftype.getAttributeDescriptor(i)); |
980 |
efad.setSize(sizes[i]); |
981 |
} |
982 |
} |
983 |
// Volvemos a asignar al store el featuretype, ya que puede
|
984 |
// haber cambiado.
|
985 |
ftype = edftype.getNotEditableCopy(); |
986 |
ftypes = new ArrayList<FeatureType>(); |
987 |
ftypes.add(ftype); |
988 |
store.setFeatureTypes(ftypes, ftype); |
989 |
|
990 |
taskStatus.terminate(); |
991 |
} catch(Exception ex) { |
992 |
int lineno = 0; |
993 |
if( reader!=null ) { |
994 |
lineno = reader.getLine(); |
995 |
} |
996 |
throw new RuntimeException("Problems reading file '"+getFullFileName()+"' near line "+lineno+".", ex); |
997 |
|
998 |
} finally {
|
999 |
if ( reader != null ) { |
1000 |
try {
|
1001 |
reader.close(); |
1002 |
} catch (Exception ex) { |
1003 |
// Do nothing
|
1004 |
} |
1005 |
reader = null;
|
1006 |
} |
1007 |
if ( in != null ) { |
1008 |
try {
|
1009 |
in.close(); |
1010 |
} catch (Exception ex) { |
1011 |
// Do nothing
|
1012 |
} |
1013 |
in = null;
|
1014 |
} |
1015 |
} |
1016 |
} |
1017 |
|
1018 |
private int[] automaticDetectionOfTypes() throws IOException { |
1019 |
boolean automatic_types_detection = CSVStoreParameters.getAutomaticTypesDetection(getCSVParameters());
|
1020 |
if ( !automatic_types_detection ) {
|
1021 |
return null; |
1022 |
} |
1023 |
|
1024 |
final int T_INT = 0; |
1025 |
final int T_FLOAT = 1; |
1026 |
final int T_DOUBLE = 2; |
1027 |
final int T_LONG = 3; |
1028 |
final int T_URL = 4; |
1029 |
final int T_DATE = 5; |
1030 |
boolean possibleDataTypes[][] = null; |
1031 |
Locale locale = null; |
1032 |
int[] types = null; |
1033 |
|
1034 |
FileReader in = null; |
1035 |
SimpleReader reader = null;
|
1036 |
String headers[] = null; |
1037 |
SimpleDateFormat dateFormat = new SimpleDateFormat(); |
1038 |
|
1039 |
try {
|
1040 |
|
1041 |
in = new FileReader(this.getCSVParameters().getFile()); |
1042 |
|
1043 |
reader = getSimpleReader(in); |
1044 |
headers = reader.getHeader(); |
1045 |
if ( headers == null ) { |
1046 |
headers = CSVStoreParameters.getHeaders(getCSVParameters()); |
1047 |
} |
1048 |
types = new int[headers.length]; |
1049 |
|
1050 |
possibleDataTypes = new boolean[headers.length][6]; |
1051 |
for ( int i = 0; i < possibleDataTypes.length; i++ ) { |
1052 |
for ( int j = 0; j < 4; j++ ) { |
1053 |
possibleDataTypes[i][j] = true;
|
1054 |
} |
1055 |
} |
1056 |
locale = CSVStoreParameters.getLocale(getCSVParameters()); |
1057 |
if ( locale == null ) { |
1058 |
locale = Locale.getDefault();
|
1059 |
} |
1060 |
|
1061 |
DataTypesManager typeManager = ToolsLocator.getDataTypesManager(); |
1062 |
CoercionWithLocale toDouble = (CoercionWithLocale) typeManager.getCoercion(DataTypes.DOUBLE); |
1063 |
CoercionWithLocale toFloat = (CoercionWithLocale) typeManager.getCoercion(DataTypes.FLOAT); |
1064 |
CoercionWithLocale toDate = (CoercionWithLocale) typeManager.getCoercion(DataTypes.DATE); |
1065 |
Coercion toInt = typeManager.getCoercion(DataTypes.INT); |
1066 |
Coercion toLong = typeManager.getCoercion(DataTypes.LONG); |
1067 |
|
1068 |
List<String> row = reader.read(); |
1069 |
|
1070 |
while ( row != null ) { |
1071 |
for ( int i = 0; i < row.size(); i++ ) { |
1072 |
Object rawvalue = row.get(i);
|
1073 |
Object value = null; |
1074 |
if ( possibleDataTypes[i][T_DOUBLE] ) {
|
1075 |
try {
|
1076 |
value = toDouble.coerce(rawvalue, locale); |
1077 |
possibleDataTypes[i][T_DOUBLE] = true;
|
1078 |
} catch (Exception ex) { |
1079 |
possibleDataTypes[i][T_DOUBLE] = false;
|
1080 |
} |
1081 |
} |
1082 |
if ( possibleDataTypes[i][T_FLOAT] ) {
|
1083 |
try {
|
1084 |
value = toFloat.coerce(rawvalue, locale); |
1085 |
possibleDataTypes[i][T_FLOAT] = true;
|
1086 |
} catch (Exception ex) { |
1087 |
possibleDataTypes[i][T_FLOAT] = false;
|
1088 |
} |
1089 |
} |
1090 |
if ( possibleDataTypes[i][T_LONG] ) {
|
1091 |
try {
|
1092 |
value = toLong.coerce(rawvalue); |
1093 |
possibleDataTypes[i][T_LONG] = true;
|
1094 |
} catch (Exception ex) { |
1095 |
possibleDataTypes[i][T_LONG] = false;
|
1096 |
} |
1097 |
} |
1098 |
if ( possibleDataTypes[i][T_INT] ) {
|
1099 |
try {
|
1100 |
value = toInt.coerce(rawvalue); |
1101 |
possibleDataTypes[i][T_INT] = true;
|
1102 |
} catch (Exception ex) { |
1103 |
possibleDataTypes[i][T_INT] = false;
|
1104 |
} |
1105 |
} |
1106 |
if ( possibleDataTypes[i][T_DATE] ) {
|
1107 |
try {
|
1108 |
value = toDate.coerce(rawvalue, locale); |
1109 |
possibleDataTypes[i][T_DATE] = true;
|
1110 |
} catch (Exception ex) { |
1111 |
possibleDataTypes[i][T_DATE] = false;
|
1112 |
} |
1113 |
} |
1114 |
if ( possibleDataTypes[i][T_URL] ) {
|
1115 |
try {
|
1116 |
value = new URL((String) rawvalue); |
1117 |
possibleDataTypes[i][T_URL] = true;
|
1118 |
} catch (Exception ex) { |
1119 |
possibleDataTypes[i][T_URL] = false;
|
1120 |
} |
1121 |
} |
1122 |
} |
1123 |
row = reader.read(); |
1124 |
} |
1125 |
} catch(Exception ex) { |
1126 |
int lineno = 0; |
1127 |
if( reader!=null ) { |
1128 |
lineno = reader.getLine(); |
1129 |
} |
1130 |
throw new RuntimeException("Problems reading file '"+getFullFileName()+"' near line "+lineno+".", ex); |
1131 |
|
1132 |
} finally {
|
1133 |
if ( reader != null ) { |
1134 |
try {
|
1135 |
reader.close(); |
1136 |
} catch (Exception ex) { |
1137 |
// Do nothing
|
1138 |
} |
1139 |
reader = null;
|
1140 |
} |
1141 |
if ( in != null ) { |
1142 |
try {
|
1143 |
in.close(); |
1144 |
} catch (Exception ex) { |
1145 |
// Do nothing
|
1146 |
} |
1147 |
in = null;
|
1148 |
} |
1149 |
|
1150 |
} |
1151 |
for ( int i = 0; i < possibleDataTypes.length; i++ ) { |
1152 |
if ( possibleDataTypes[i][T_INT] ) {
|
1153 |
types[i] = DataTypes.INT; |
1154 |
continue;
|
1155 |
} |
1156 |
if ( possibleDataTypes[i][T_LONG] ) {
|
1157 |
types[i] = DataTypes.LONG; |
1158 |
continue;
|
1159 |
} |
1160 |
if ( possibleDataTypes[i][T_DOUBLE] ) {
|
1161 |
types[i] = DataTypes.DOUBLE; |
1162 |
continue;
|
1163 |
} |
1164 |
if ( possibleDataTypes[i][T_FLOAT] ) {
|
1165 |
types[i] = DataTypes.FLOAT; |
1166 |
continue;
|
1167 |
} |
1168 |
if ( possibleDataTypes[i][T_URL] ) {
|
1169 |
types[i] = DataTypes.URL; |
1170 |
continue;
|
1171 |
} |
1172 |
if ( possibleDataTypes[i][T_DATE] ) {
|
1173 |
types[i] = DataTypes.DATE; |
1174 |
continue;
|
1175 |
} |
1176 |
types[i] = DataTypes.STRING; |
1177 |
} |
1178 |
return types;
|
1179 |
} |
1180 |
|
1181 |
} |