package org.djutils.data.csv; import java.io.FileReader; import java.io.FileWriter; import java.io.IOException; import java.io.Reader; import java.io.Writer; import java.util.ArrayList; import java.util.List; import org.djutils.data.DataColumn; import org.djutils.data.DataRecord; import org.djutils.data.DataTable; import org.djutils.data.ListDataTable; import org.djutils.data.SimpleDataColumn; import org.djutils.data.serialization.TextSerializationException; import org.djutils.data.serialization.TextSerializer; import org.djutils.exceptions.Throw; import org.djutils.primitives.Primitive; import com.opencsv.CSVParserBuilder; import com.opencsv.CSVReader; import com.opencsv.CSVReaderBuilder; import com.opencsv.CSVWriter; import com.opencsv.ICSVWriter; import com.opencsv.exceptions.CsvValidationException; /** * CSVData takes care of reading and writing of table data in CSV format. The class can be used, e.g., as follows: * *
 * DataTable dataTable = new ListDataTable("data", "dataTable", columns);
 * Writer writer = new FileWriter("c:/data/data.csv");
 * Writer metaWriter = new FileWriter("c:/data/data.meta.csv");
 * CSVData.writeData(writer, metaWriter, dataTable);
 * 
* * Copyright (c) 2020-2020 Delft University of Technology, Jaffalaan 5, 2628 BX Delft, the Netherlands. All rights reserved. See * for project information https://djutils.org. The DJUTILS project is * distributed under a three-clause BSD-style license, which can be found at * https://djutils.org/docs/license.html.
* @author Alexander Verbraeck * @author Peter Knoppers * @author Wouter Schakel */ public final class CSVData { /** * Utility class, no public constructor. */ private CSVData() { // utility class } /** * Write the data from the data table in CSV format. The writer writes the data, whereas the metaWriter writes the metadata. * The metadata consists of a CSV file with three columns: the id, the description, and the class. The first row after the * header contains the id, description, and class of the data table itself. The second and further rows contain information * about the columns of the data table. The writers are closed after finishing the writing of the data. * @param writer Writer; the writer that writes the data, e.g. to a file * @param metaWriter Writer; the writer for the metadata * @param dataTable the data table to write * @param separator char; the delimiter to use for separating entries * @param quotechar char; the character to use for quoted elements * @param escapechar char; the character to use for escaping quotechars or escapechars * @param lineEnd String; the line feed terminator to use * @throws IOException on I/O error when writing the data * @throws TextSerializationException on unknown data type for serialization */ public static void writeData(final Writer writer, final Writer metaWriter, final DataTable dataTable, final char separator, final char quotechar, final char escapechar, final String lineEnd) throws IOException, TextSerializationException { // write the metadata file CSVWriter csvMetaWriter = new CSVWriter(metaWriter, separator, quotechar, escapechar, lineEnd); csvMetaWriter.writeNext(new String[] {"id", "description", "className"}); csvMetaWriter.writeNext(new String[] {dataTable.getId(), dataTable.getDescription(), dataTable.getClass().getName()}); for (DataColumn column : dataTable.getColumns()) { csvMetaWriter.writeNext(new String[] {column.getId(), column.getDescription(), column.getValueType().getName()}); } csvMetaWriter.close(); metaWriter.close(); // initialize the serializers TextSerializer[] serializers = new TextSerializer[dataTable.getNumberOfColumns()]; for (int i = 0; i < dataTable.getNumberOfColumns(); i++) { DataColumn column = dataTable.getColumns().get(i); serializers[i] = TextSerializer.resolve(column.getValueType()); } // write the data file CSVWriter csvWriter = new CSVWriter(writer, separator, quotechar, escapechar, lineEnd); csvWriter.writeNext(dataTable.getColumnIds()); String[] textFields = new String[dataTable.getNumberOfColumns()]; for (DataRecord record : dataTable) { Object[] values = record.getValues(); for (int i = 0; i < dataTable.getNumberOfColumns(); i++) { textFields[i] = serializers[i].serialize(values[i]); } csvWriter.writeNext(textFields); } csvWriter.close(); writer.close(); } /** * Write the data from the data table in CSV format. The writer writes the data, whereas the metaWriter writes the metadata. * The metadata consists of a CSV file with three columns: the id, the description, and the class. The first row after the * header contains the id, description, and class of the data table itself. The second and further rows contain information * about the columns of the data table. The writers are closed after finishing the writing of the data. * @param writer Writer; the writer that writes the data, e.g. to a file * @param metaWriter Writer; the writer for the metadata * @param dataTable the data table to write * @throws IOException on I/O error when writing the data * @throws TextSerializationException on unknown data type for serialization */ public static void writeData(final Writer writer, final Writer metaWriter, final DataTable dataTable) throws IOException, TextSerializationException { writeData(writer, metaWriter, dataTable, ICSVWriter.DEFAULT_SEPARATOR, ICSVWriter.DEFAULT_QUOTE_CHARACTER, '\\', ICSVWriter.DEFAULT_LINE_END); } /** * Write the data from the data table in CSV format. * @param filename String; the file name to write the data to * @param metaFilename String; the file name to write the metadata to * @param dataTable the data table to write * @throws IOException on I/O error when writing the data * @throws TextSerializationException on unknown data type for serialization */ public static void writeData(final String filename, final String metaFilename, final DataTable dataTable) throws IOException, TextSerializationException { writeData(new FileWriter(filename), new FileWriter(metaFilename), dataTable); } /** * Read the data from the csv-file into the data table. Use the metadata to reconstruct the data table. * @param reader Reader; the reader that can read the data, e.g. from a file * @param metaReader Reader; the writer for the metadata * @return dataTable the data table reconstructed from the meta data and filled with the data * @param separator char; the delimiter to use for separating entries * @param quotechar char; the character to use for quoted elements * @param escapechar char; the character to use for escaping quotechars or escapechars * @param lineEnd String; the line feed terminator to use * @throws IOException on I/O error when reading the data * @throws CsvValidationException when the CSV data was not formatted right * @throws TextSerializationException on unknown data type for serialization */ public static DataTable readData(final Reader reader, final Reader metaReader, final char separator, final char quotechar, final char escapechar, final String lineEnd) throws IOException, CsvValidationException, TextSerializationException { // read the metadata file and reconstruct the data table CSVReader csvMetaReader = new CSVReaderBuilder(metaReader).withCSVParser( new CSVParserBuilder().withSeparator(separator).withQuoteChar(quotechar).withEscapeChar(escapechar).build()) .build(); List> columns = new ArrayList<>(); String[] header = csvMetaReader.readNext(); Throw.when( header.length != 3 || !"id".equals(header[0]) || !"description".equals(header[1]) || !"className".equals(header[2]), IOException.class, "header of the metafile does not contain 'id, description, className' as fields"); // table metadata String[] tableLine = csvMetaReader.readNext(); Throw.when(tableLine == null, IOException.class, "no table information in the metafile"); Throw.when(tableLine.length != 3, IOException.class, "table data in the metafile does not contain 3 fields"); Throw.when(!tableLine[2].endsWith("ListDataTable"), IOException.class, "Currently, this method can only recreate a ListDataTable"); // column metadata String[] line = csvMetaReader.readNext(); while (line != null) { Throw.when(line.length != 3, IOException.class, "column data in the metafile does not contain 3 fields"); String type = line[2]; Class valueClass = Primitive.forName(type); if (valueClass == null) { try { valueClass = Class.forName(type); } catch (ClassNotFoundException exception) { csvMetaReader.close(); metaReader.close(); throw new IOException("Could not find class " + type, exception); } } @SuppressWarnings({"rawtypes", "unchecked"}) DataColumn column = new SimpleDataColumn(line[0], line[1], valueClass); columns.add(column); line = csvMetaReader.readNext(); } // create DataTable and close files ListDataTable dataTable = new ListDataTable(tableLine[0], tableLine[1], columns); csvMetaReader.close(); metaReader.close(); // obtain the serializers TextSerializer[] serializers = new TextSerializer[dataTable.getNumberOfColumns()]; for (int i = 0; i < dataTable.getNumberOfColumns(); i++) { DataColumn column = dataTable.getColumns().get(i); serializers[i] = TextSerializer.resolve(column.getValueType()); } // read the data file header CSVReader csvReader = new CSVReaderBuilder(reader).withCSVParser( new CSVParserBuilder().withSeparator(separator).withQuoteChar(quotechar).withEscapeChar(escapechar).build()) .build(); header = csvReader.readNext(); Throw.when(header.length != columns.size(), IOException.class, "Number of columns in the data file does not match column metadata size"); for (int i = 0; i < header.length; i++) { Throw.when(!header[i].equals(columns.get(i).getId()), IOException.class, "Header for column %d in the data file does not match column metadata info", i); } // read the data file records String[] data = csvReader.readNext(); while (data != null) { Object[] values = new Object[columns.size()]; for (int i = 0; i < values.length; i++) { values[i] = serializers[i].deserialize(data[i]); } dataTable.addRecord(values); data = csvReader.readNext(); } csvReader.close(); reader.close(); return dataTable; } /** * Read the data from the csv-file into the data table. Use the metadata to reconstruct the data table. * @param reader Reader; the reader that can read the data, e.g. from a file * @param metaReader Reader; the writer for the metadata * @return dataTable the data table reconstructed from the meta data and filled with the data * @throws IOException on I/O error when reading the data * @throws CsvValidationException when the CSV data was not formatted right * @throws TextSerializationException on unknown data type for serialization */ public static DataTable readData(final Reader reader, final Reader metaReader) throws IOException, CsvValidationException, TextSerializationException { return readData(reader, metaReader, ICSVWriter.DEFAULT_SEPARATOR, ICSVWriter.DEFAULT_QUOTE_CHARACTER, '\\', ICSVWriter.DEFAULT_LINE_END); } /** * Read the data from the csv-file into the data table. Use the metadata to reconstruct the data table. * @param filename String; the file name to read the data from * @param metaFilename String; the file name to read the metadata from * @return dataTable the data table reconstructed from the meta data and filled with the data * @throws IOException on I/O error when reading the data * @throws CsvValidationException when the CSV data was not formatted right * @throws TextSerializationException on unknown data type for serialization */ public static DataTable readData(final String filename, final String metaFilename) throws IOException, CsvValidationException, TextSerializationException { return readData(new FileReader(filename), new FileReader(metaFilename)); } }