1 package org.djutils.data.csv;
2
3 import java.io.FileReader;
4 import java.io.FileWriter;
5 import java.io.IOException;
6 import java.io.Reader;
7 import java.io.Writer;
8 import java.util.ArrayList;
9 import java.util.List;
10
11 import org.djutils.data.DataColumn;
12 import org.djutils.data.DataRecord;
13 import org.djutils.data.DataTable;
14 import org.djutils.data.ListDataTable;
15 import org.djutils.data.SimpleDataColumn;
16 import org.djutils.data.serialization.TextSerializationException;
17 import org.djutils.data.serialization.TextSerializer;
18 import org.djutils.exceptions.Throw;
19 import org.djutils.primitives.Primitive;
20
21 import de.siegmar.fastcsv.reader.CsvParser;
22 import de.siegmar.fastcsv.reader.CsvReader;
23 import de.siegmar.fastcsv.reader.CsvRow;
24 import de.siegmar.fastcsv.writer.CsvAppender;
25 import de.siegmar.fastcsv.writer.CsvWriter;
26
27 /**
28 * CSVData takes care of reading and writing of table data in CSV format. The class can be used, e.g., as follows:
29 *
30 * <pre>
31 * DataTable dataTable = new ListDataTable("data", "dataTable", columns);
32 * Writer writer = new FileWriter("c:/data/data.csv");
33 * Writer metaWriter = new FileWriter("c:/data/data.meta.csv");
34 * CSVData.writeData(writer, metaWriter, dataTable);
35 * </pre>
36 *
37 * Copyright (c) 2020-2021 Delft University of Technology, Jaffalaan 5, 2628 BX Delft, the Netherlands. All rights reserved. See
38 * for project information <a href="https://djutils.org" target="_blank"> https://djutils.org</a>. The DJUTILS project is
39 * distributed under a three-clause BSD-style license, which can be found at
40 * <a href="https://djutils.org/docs/license.html" target="_blank"> https://djutils.org/docs/license.html</a>. <br>
41 * @author <a href="https://www.tudelft.nl/averbraeck">Alexander Verbraeck</a>
42 * @author <a href="https://www.tudelft.nl/pknoppers">Peter Knoppers</a>
43 * @author <a href="http://www.transport.citg.tudelft.nl">Wouter Schakel</a>
44 */
45 public final class CSVData
46 {
47 /**
48 * Utility class, no public constructor.
49 */
50 private CSVData()
51 {
52 // utility class
53 }
54
55 /**
56 * Write the data from the data table in CSV format. The writer writes the data, whereas the metaWriter writes the metadata.
57 * The metadata consists of a CSV file with three columns: the id, the description, and the class. The first row after the
58 * header contains the id, description, and class of the data table itself. The second and further rows contain information
59 * about the columns of the data table.
60 * @param writer Writer; the writer that writes the data, e.g. to a file
61 * @param metaWriter Writer; the writer for the metadata
62 * @param dataTable DataTable; the data table to write
63 * @param separator char; the delimiter to use for separating entries
64 * @param quotechar char; the character to use for quoted elements
65 * @param escapechar char; the character to use for escaping quotechars or escapechars
66 * @param lineEnd String; the line feed terminator to use
67 * @throws IOException on I/O error when writing the data
68 * @throws TextSerializationException on unknown data type for serialization
69 */
70 public static void writeData(final Writer writer, final Writer metaWriter, final DataTable dataTable, final char separator,
71 final char quotechar, final char escapechar, final String lineEnd) throws IOException, TextSerializationException
72 {
73 // Write the metadata file
74 CsvWriter csvMetaWriter = null;
75 CsvWriter csvWriter = null;
76 csvMetaWriter = new CsvWriter();
77 csvMetaWriter.setFieldSeparator(separator);
78 csvMetaWriter.setTextDelimiter(quotechar);
79 csvMetaWriter.setLineDelimiter(lineEnd.toCharArray());
80 try (CsvAppender csvMetaAppender = csvMetaWriter.append(metaWriter))
81 {
82 csvMetaAppender.appendLine("id", "description", "className");
83 csvMetaAppender.appendLine(dataTable.getId(), dataTable.getDescription(), dataTable.getClass().getName());
84 for (DataColumn<?> column : dataTable.getColumns())
85 {
86 csvMetaAppender.appendLine(column.getId(), column.getDescription(), column.getValueType().getName());
87 }
88
89 // Assemble the serializer array
90 TextSerializer<?>[] serializers = new TextSerializer[dataTable.getNumberOfColumns()];
91 for (int i = 0; i < dataTable.getNumberOfColumns(); i++)
92 {
93 DataColumn<?> column = dataTable.getColumns().get(i);
94 serializers[i] = TextSerializer.resolve(column.getValueType());
95 }
96
97 // Write the data file
98 csvWriter = new CsvWriter();
99 csvWriter.setFieldSeparator(separator);
100 csvWriter.setTextDelimiter(quotechar);
101 csvWriter.setLineDelimiter(lineEnd.toCharArray());
102 try (CsvAppender csvAppender = csvWriter.append(writer))
103 {
104 csvAppender.appendLine(dataTable.getColumnIds());
105 String[] textFields = new String[dataTable.getNumberOfColumns()];
106 for (DataRecord record : dataTable)
107 {
108 Object[] values = record.getValues();
109 for (int i = 0; i < dataTable.getNumberOfColumns(); i++)
110 {
111 textFields[i] = serializers[i].serialize(values[i]);
112 }
113 csvAppender.appendLine(textFields);
114 }
115 }
116 }
117 }
118
119 /**
120 * Write the data from the data table in CSV format. The writer writes the data, whereas the metaWriter writes the metadata.
121 * The metadata consists of a CSV file with three columns: the id, the description, and the class. The first row after the
122 * header contains the id, description, and class of the data table itself. The second and further rows contain information
123 * about the columns of the data table.
124 * @param writer Writer; the writer that writes the data, e.g. to a file
125 * @param metaWriter Writer; the writer for the metadata
126 * @param dataTable DataTable; the data table to write
127 * @throws IOException on I/O error when writing the data
128 * @throws TextSerializationException on unknown data type for serialization
129 */
130 public static void writeData(final Writer writer, final Writer metaWriter, final DataTable dataTable)
131 throws IOException, TextSerializationException
132 {
133 writeData(writer, metaWriter, dataTable, ',', '"', '\\', "\n");
134 }
135
136 /**
137 * Write the data from the data table in CSV format.
138 * @param filename String; the file name to write the data to
139 * @param metaFilename String; the file name to write the metadata to
140 * @param dataTable DataTable; the data table to write
141 * @throws IOException on I/O error when writing the data
142 * @throws TextSerializationException on unknown data type for serialization
143 */
144 public static void writeData(final String filename, final String metaFilename, final DataTable dataTable)
145 throws IOException, TextSerializationException
146 {
147 FileWriter fw = null;
148 FileWriter mfw = null;
149 try
150 {
151 fw = new FileWriter(filename);
152 mfw = new FileWriter(metaFilename);
153 writeData(fw, mfw, dataTable);
154 }
155 finally
156 {
157 if (null != fw)
158 {
159 fw.close(); // May have already been closed when the CSV writer was closed, but multiple close is harmless
160 }
161 if (null != mfw)
162 {
163 mfw.close();
164 }
165 }
166 }
167
168 /**
169 * Read the data from the CSV-file into the data table. Use the metadata to reconstruct the data table.
170 * @param reader Reader; the reader that can read the data, e.g. from a file
171 * @param metaReader Reader; the writer for the metadata
172 * @return dataTable the data table reconstructed from the meta data and filled with the data
173 * @param separator char; the delimiter to use for separating entries
174 * @param quotechar char; the character to use for quoted elements
175 * @param escapechar char; the character to use for escaping quotechars or escapechars
176 * @param lineEnd String; the line feed terminator to use
177 * @throws IOException when the CSV data was not formatted right
178 * @throws TextSerializationException on unknown data type for serialization
179 */
180 public static DataTable readData(final Reader reader, final Reader metaReader, final char separator, final char quotechar,
181 final char escapechar, final String lineEnd) throws IOException, TextSerializationException
182 {
183 // Read the metadata file and reconstruct the data table
184 CsvReader csvMetaReader = new CsvReader();
185 csvMetaReader.setFieldSeparator(separator);
186 csvMetaReader.setTextDelimiter(quotechar);
187 List<DataColumn<?>> columns = new ArrayList<>();
188 try (CsvParser csvMetaParser = csvMetaReader.parse(metaReader))
189 {
190 CsvRow row = csvMetaParser.nextRow();
191 Throw.when(row == null, IOException.class, "metafile does not contain header row");
192 List<String> header = row.getFields();
193 Throw.when(
194 header.size() != 3 || !"id".equals(header.get(0)) || !"description".equals(header.get(1))
195 || !"className".equals(header.get(2)),
196 IOException.class,
197 "header of the metafile does not contain 'id, description, className' as fields, but %s: ", header);
198
199 // table metadata
200 row = csvMetaParser.nextRow();
201 Throw.when(row == null, IOException.class, "no table information in the metafile");
202 List<String> tableLine = row.getFields();
203 Throw.when(tableLine.size() != 3, IOException.class, "table data in the metafile does not contain 3 fields");
204 Throw.when(!tableLine.get(2).endsWith("ListDataTable"), IOException.class,
205 "Currently, this method can only recreate a ListDataTable");
206
207 // column metadata
208 while ((row = csvMetaParser.nextRow()) != null)
209 {
210 List<String> line = row.getFields();
211 Throw.when(line.size() != 3, IOException.class, "column data in the metafile does not contain 3 fields");
212 String type = line.get(2);
213 Class<?> valueClass = Primitive.forName(type);
214 if (valueClass == null)
215 {
216 try
217 {
218 valueClass = Class.forName(type);
219 }
220 catch (ClassNotFoundException exception)
221 {
222 throw new IOException("Could not find class " + type, exception);
223 }
224 }
225 @SuppressWarnings({"rawtypes", "unchecked"})
226 DataColumn<?> column = new SimpleDataColumn(line.get(0), line.get(1), valueClass);
227 columns.add(column);
228 }
229
230 // create DataTable
231 ListDataTablestDataTable">ListDataTable dataTable = new ListDataTable(tableLine.get(0), tableLine.get(1), columns);
232
233 // Assemble the serializer array
234 TextSerializer<?>[] serializers = new TextSerializer[dataTable.getNumberOfColumns()];
235 for (int i = 0; i < dataTable.getNumberOfColumns(); i++)
236 {
237 DataColumn<?> column = dataTable.getColumns().get(i);
238 serializers[i] = TextSerializer.resolve(column.getValueType());
239 }
240
241 // Read the data file header
242 CsvReader csvReader = new CsvReader();
243 csvReader.setFieldSeparator(separator);
244 csvReader.setTextDelimiter(quotechar);
245 try (CsvParser csvParser = csvReader.parse(reader))
246 {
247 row = csvParser.nextRow();
248 Throw.when(row == null, IOException.class, "file does not contain header row");
249 header = row.getFields();
250 Throw.when(header.size() != columns.size(), IOException.class,
251 "Number of columns in the data file does not match column metadata size");
252 for (int i = 0; i < header.size(); i++)
253 {
254 Throw.when(!header.get(i).equals(columns.get(i).getId()), IOException.class,
255 "Header for column %d in the data file does not match column metadata info", i);
256 }
257
258 // Read the data file records
259 List<String> data;
260 while ((row = csvParser.nextRow()) != null)
261 {
262 data = row.getFields();
263 Object[] values = new Object[columns.size()];
264 for (int i = 0; i < values.length; i++)
265 {
266 values[i] = serializers[i].deserialize(data.get(i));
267 }
268 dataTable.addRecord(values);
269 }
270 return dataTable;
271 }
272 }
273 }
274
275 /**
276 * Read the data from the CSV-file into the data table. Use the metadata to reconstruct the data table.
277 * @param reader Reader; the reader that can read the data, e.g. from a file
278 * @param metaReader Reader; the writer for the metadata
279 * @return dataTable the data table reconstructed from the meta data and filled with the data
280 * @throws IOException when the CSV data was not formatted right
281 * @throws TextSerializationException on unknown data type for serialization
282 */
283 public static DataTable readData(final Reader reader, final Reader metaReader)
284 throws IOException, TextSerializationException
285 {
286 return readData(reader, metaReader, ',', '"', '\\', "\n");
287 }
288
289 /**
290 * Read the data from the CSV-file into the data table. Use the metadata to reconstruct the data table.
291 * @param filename String; the file name to read the data from
292 * @param metaFilename String; the file name to read the metadata from
293 * @return dataTable the data table reconstructed from the meta data and filled with the data
294 * @throws IOException when the CSV data was not formatted right
295 * @throws TextSerializationException on unknown data type for serialization
296 */
297 public static DataTable readData(final String filename, final String metaFilename)
298 throws IOException, TextSerializationException
299 {
300 FileReader fr = null;
301 FileReader mfr = null;
302 try
303 {
304 fr = new FileReader(filename);
305 mfr = new FileReader(metaFilename);
306 return readData(fr, mfr);
307 }
308 finally
309 {
310 if (null != fr)
311 {
312 fr.close(); // May have already been closed when the CSV reader was closed, but multiple close is harmless
313 }
314 if (null != mfr)
315 {
316 mfr.close();
317 }
318 }
319 }
320
321 }