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 de.siegmar.fastcsv.reader.CsvParser; import de.siegmar.fastcsv.reader.CsvReader; import de.siegmar.fastcsv.reader.CsvRow; import de.siegmar.fastcsv.writer.CsvAppender; import de.siegmar.fastcsv.writer.CsvWriter; /** * 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) 2020-2021 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. * @param writer Writer; the writer that writes the data, e.g. to a file * @param metaWriter Writer; the writer for the metadata * @param dataTable 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 = null; CsvWriter csvWriter = null; csvMetaWriter = new CsvWriter(); csvMetaWriter.setFieldSeparator(separator); csvMetaWriter.setTextDelimiter(quotechar); csvMetaWriter.setLineDelimiter(lineEnd.toCharArray()); try (CsvAppender csvMetaAppender = csvMetaWriter.append(metaWriter)) { csvMetaAppender.appendLine("id", "description", "className"); csvMetaAppender.appendLine(dataTable.getId(), dataTable.getDescription(), dataTable.getClass().getName()); for (DataColumn column : dataTable.getColumns()) { csvMetaAppender.appendLine(column.getId(), column.getDescription(), column.getValueType().getName()); } // Assemble the serializer array 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 = new CsvWriter(); csvWriter.setFieldSeparator(separator); csvWriter.setTextDelimiter(quotechar); csvWriter.setLineDelimiter(lineEnd.toCharArray()); try (CsvAppender csvAppender = csvWriter.append(writer)) { csvAppender.appendLine(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]); } csvAppender.appendLine(textFields); } } } } /** * 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. * @param writer Writer; the writer that writes the data, e.g. to a file * @param metaWriter Writer; the writer for the metadata * @param dataTable 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, ',', '"', '\\', "\n"); } /** * 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 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 { FileWriter fw = null; FileWriter mfw = null; try { fw = new FileWriter(filename); mfw = new FileWriter(metaFilename); writeData(fw, mfw, dataTable); } finally { if (null != fw) { fw.close(); // May have already been closed when the CSV writer was closed, but multiple close is harmless } if (null != mfw) { mfw.close(); } } } /** * 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 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, TextSerializationException { // Read the metadata file and reconstruct the data table CsvReader csvMetaReader = new CsvReader(); csvMetaReader.setFieldSeparator(separator); csvMetaReader.setTextDelimiter(quotechar); List> columns = new ArrayList<>(); try (CsvParser csvMetaParser = csvMetaReader.parse(metaReader)) { CsvRow row = csvMetaParser.nextRow(); Throw.when(row == null, IOException.class, "metafile does not contain header row"); List header = row.getFields(); Throw.when( header.size() != 3 || !"id".equals(header.get(0)) || !"description".equals(header.get(1)) || !"className".equals(header.get(2)), IOException.class, "header of the metafile does not contain 'id, description, className' as fields, but %s: ", header); // table metadata row = csvMetaParser.nextRow(); Throw.when(row == null, IOException.class, "no table information in the metafile"); List tableLine = row.getFields(); Throw.when(tableLine.size() != 3, IOException.class, "table data in the metafile does not contain 3 fields"); Throw.when(!tableLine.get(2).endsWith("ListDataTable"), IOException.class, "Currently, this method can only recreate a ListDataTable"); // column metadata while ((row = csvMetaParser.nextRow()) != null) { List line = row.getFields(); Throw.when(line.size() != 3, IOException.class, "column data in the metafile does not contain 3 fields"); String type = line.get(2); Class valueClass = Primitive.forName(type); if (valueClass == null) { try { valueClass = Class.forName(type); } catch (ClassNotFoundException exception) { throw new IOException("Could not find class " + type, exception); } } @SuppressWarnings({"rawtypes", "unchecked"}) DataColumn column = new SimpleDataColumn(line.get(0), line.get(1), valueClass); columns.add(column); } // create DataTable ListDataTable dataTable = new ListDataTable(tableLine.get(0), tableLine.get(1), columns); // Assemble the serializer array 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 CsvReader(); csvReader.setFieldSeparator(separator); csvReader.setTextDelimiter(quotechar); try (CsvParser csvParser = csvReader.parse(reader)) { row = csvParser.nextRow(); Throw.when(row == null, IOException.class, "file does not contain header row"); header = row.getFields(); Throw.when(header.size() != columns.size(), IOException.class, "Number of columns in the data file does not match column metadata size"); for (int i = 0; i < header.size(); i++) { Throw.when(!header.get(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 List data; while ((row = csvParser.nextRow()) != null) { data = row.getFields(); Object[] values = new Object[columns.size()]; for (int i = 0; i < values.length; i++) { values[i] = serializers[i].deserialize(data.get(i)); } dataTable.addRecord(values); } 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 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, TextSerializationException { return readData(reader, metaReader, ',', '"', '\\', "\n"); } /** * 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 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, TextSerializationException { FileReader fr = null; FileReader mfr = null; try { fr = new FileReader(filename); mfr = new FileReader(metaFilename); return readData(fr, mfr); } finally { if (null != fr) { fr.close(); // May have already been closed when the CSV reader was closed, but multiple close is harmless } if (null != mfr) { mfr.close(); } } } }