[MATH-831] Add a RealMatrixFormat class to (de-)serialize a RealMatrix from its string representation.

git-svn-id: https://svn.apache.org/repos/asf/commons/proper/math/trunk@1364405 13f79535-47bb-0310-9956-ffa450edef68
This commit is contained in:
Thomas Neidhart 2012-07-22 19:38:36 +00:00
parent 438938e558
commit b19f70ba00
3 changed files with 746 additions and 0 deletions

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/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.commons.math3.linear;
import java.text.FieldPosition;
import java.text.NumberFormat;
import java.text.ParsePosition;
import java.util.ArrayList;
import java.util.List;
import java.util.Locale;
import org.apache.commons.math3.exception.MathParseException;
import org.apache.commons.math3.util.CompositeFormat;
/**
* Formats a {@code nxm} matrix in components list format
* "[a<sub>0</sub><sub>0</sub>, a<sub>0</sub><sub>1</sub>, ...,
* a<sub>0</sub><sub>m-1</sub>; a<sub>1</sub><sub>0</sub>,
* a<sub>1</sub><sub>1</sub>, ..., a<sub>1</sub><sub>m-1</sub>; ...;
* a<sub>n-1</sub><sub>0</sub>, a<sub>n-1</sub><sub>1</sub>, ...,
* a<sub>n-1</sub><sub>m-1</sub>}".
* <p>The prefix and suffix "[" and "]", the row separator "; " and the column
* separator ", " can be replaced by any user-defined strings. The number format
* for components can be configured.</p>
*
* <p>White space is ignored at parse time, even if it is in the prefix, suffix
* or separator specifications. So even if the default separator does include a space
* character that is used at format time, both input string "[1,1,1]" and
* " [ 1 , 1 , 1 ] " will be parsed without error and the same vector will be
* returned. In the second case, however, the parse position after parsing will be
* just after the closing curly brace, i.e. just before the trailing space.</p>
*
* <p><b>Note:</b> the grouping functionality of the used {@link NumberFormat} is
* disabled to prevent problems when parsing (e.g. 1,345.34 would be a valid number
* but conflicts with the default column separator).</p>
*
* @since 3.1
* @version $Id$
*/
public class RealMatrixFormat {
/** The default prefix: "{". */
private static final String DEFAULT_PREFIX = "[";
/** The default suffix: "}". */
private static final String DEFAULT_SUFFIX = "]";
/** The default row separator: ";". */
private static final String DEFAULT_ROW_SEPARATOR = "; ";
/** The default column separator: ", ". */
private static final String DEFAULT_COLUMN_SEPARATOR = ", ";
/** Prefix. */
private final String prefix;
/** Suffix. */
private final String suffix;
/** Row separator. */
private final String rowSeparator;
/** Column separator. */
private final String columnSeparator;
/** Trimmed prefix. */
private final String trimmedPrefix;
/** Trimmed suffix. */
private final String trimmedSuffix;
/** Trimmed row separator. */
private final String trimmedRowSeparator;
/** Trimmed column separator. */
private final String trimmedColumnSeparator;
/** The format used for components. */
private final NumberFormat format;
/**
* Create an instance with default settings.
* <p>The instance uses the default prefix, suffix and row/column separator:
* "[", "]", ";" and ", " and the default number format for components.</p>
*/
public RealMatrixFormat() {
this(DEFAULT_PREFIX, DEFAULT_SUFFIX, DEFAULT_ROW_SEPARATOR, DEFAULT_COLUMN_SEPARATOR,
CompositeFormat.getDefaultNumberFormat());
}
/**
* Create an instance with a custom number format for components.
* @param format the custom format for components.
*/
public RealMatrixFormat(final NumberFormat format) {
this(DEFAULT_PREFIX, DEFAULT_SUFFIX, DEFAULT_ROW_SEPARATOR, DEFAULT_COLUMN_SEPARATOR, format);
}
/**
* Create an instance with custom prefix, suffix and separator.
* @param prefix prefix to use instead of the default "{"
* @param suffix suffix to use instead of the default "}"
* @param rowSeparator tow separator to use instead of the default ";"
* @param columnSeparator column separator to use instead of the default ", "
*/
public RealMatrixFormat(final String prefix, final String suffix,
final String rowSeparator, final String columnSeparator) {
this(prefix, suffix, rowSeparator, columnSeparator, CompositeFormat.getDefaultNumberFormat());
}
/**
* Create an instance with custom prefix, suffix, separator and format
* for components.
* @param prefix prefix to use instead of the default "{"
* @param suffix suffix to use instead of the default "}"
* @param rowSeparator tow separator to use instead of the default ";"
* @param columnSeparator column separator to use instead of the default ", "
* @param format the custom format for components.
*/
public RealMatrixFormat(final String prefix, final String suffix,
final String rowSeparator, final String columnSeparator,
final NumberFormat format) {
this.prefix = prefix;
this.suffix = suffix;
this.rowSeparator = rowSeparator;
this.columnSeparator = columnSeparator;
trimmedPrefix = prefix.trim();
trimmedSuffix = suffix.trim();
trimmedRowSeparator = rowSeparator.trim();
trimmedColumnSeparator = columnSeparator.trim();
this.format = format;
// disable grouping to prevent parsing problems
this.format.setGroupingUsed(false);
}
/**
* Get the set of locales for which real vectors formats are available.
* <p>This is the same set as the {@link NumberFormat} set.</p>
* @return available real vector format locales.
*/
public static Locale[] getAvailableLocales() {
return NumberFormat.getAvailableLocales();
}
/**
* Get the format prefix.
* @return format prefix.
*/
public String getPrefix() {
return prefix;
}
/**
* Get the format suffix.
* @return format suffix.
*/
public String getSuffix() {
return suffix;
}
/**
* Get the format separator between rows of the matrix.
* @return format separator for rows.
*/
public String getRowSeparator() {
return rowSeparator;
}
/**
* Get the format separator between components.
* @return format separator between components.
*/
public String getColumnSeparator() {
return columnSeparator;
}
/**
* Get the components format.
* @return components format.
*/
public NumberFormat getFormat() {
return format;
}
/**
* Returns the default real vector format for the current locale.
* @return the default real vector format.
*/
public static RealMatrixFormat getInstance() {
return getInstance(Locale.getDefault());
}
/**
* Returns the default real vector format for the given locale.
* @param locale the specific locale used by the format.
* @return the real vector format specific to the given locale.
*/
public static RealMatrixFormat getInstance(final Locale locale) {
return new RealMatrixFormat(CompositeFormat.getDefaultNumberFormat(locale));
}
/**
* This method calls {@link #format(RealMatrix,StringBuffer,FieldPosition)}.
*
* @param m RealMatrix object to format.
* @return a formatted matrix.
*/
public String format(RealMatrix m) {
return format(m, new StringBuffer(), new FieldPosition(0)).toString();
}
/**
* Formats a {@link RealMatrix} object to produce a string.
* @param matrix the object to format.
* @param toAppendTo where the text is to be appended
* @param pos On input: an alignment field, if desired. On output: the
* offsets of the alignment field
* @return the value passed in as toAppendTo.
*/
public StringBuffer format(RealMatrix matrix, StringBuffer toAppendTo,
FieldPosition pos) {
pos.setBeginIndex(0);
pos.setEndIndex(0);
// format prefix
toAppendTo.append(prefix);
// format rows
final int rows = matrix.getRowDimension();
for (int i = 0; i < rows; ++i) {
for (int j = 0; j < matrix.getColumnDimension(); ++j) {
if (j > 0) {
toAppendTo.append(columnSeparator);
}
CompositeFormat.formatDouble(matrix.getEntry(i, j), format, toAppendTo, pos);
}
if (i < rows - 1) {
toAppendTo.append(rowSeparator);
}
}
// format suffix
toAppendTo.append(suffix);
return toAppendTo;
}
/**
* Parse a string to produce a {@link RealMatrix} object.
*
* @param source String to parse.
* @return the parsed {@link RealMatrix} object.
* @throws MathParseException if the beginning of the specified string
* cannot be parsed.
*/
public RealMatrix parse(String source) {
final ParsePosition parsePosition = new ParsePosition(0);
final RealMatrix result = parse(source, parsePosition);
if (parsePosition.getIndex() == 0) {
throw new MathParseException(source,
parsePosition.getErrorIndex(),
Array2DRowRealMatrix.class);
}
return result;
}
/**
* Parse a string to produce a {@link RealMatrix} object.
*
* @param source String to parse.
* @param pos input/ouput parsing parameter.
* @return the parsed {@link RealMatrix} object.
*/
public RealMatrix parse(String source, ParsePosition pos) {
int initialIndex = pos.getIndex();
// parse prefix
CompositeFormat.parseAndIgnoreWhitespace(source, pos);
if (!CompositeFormat.parseFixedstring(source, trimmedPrefix, pos)) {
return null;
}
// parse components
List<List<Number>> matrix = new ArrayList<List<Number>>();
List<Number> rowComponents = new ArrayList<Number>();
for (boolean loop = true; loop;){
if (!rowComponents.isEmpty()) {
CompositeFormat.parseAndIgnoreWhitespace(source, pos);
if (!CompositeFormat.parseFixedstring(source, trimmedColumnSeparator, pos)) {
if (CompositeFormat.parseFixedstring(source, trimmedRowSeparator, pos)) {
matrix.add(rowComponents);
rowComponents = new ArrayList<Number>();
} else {
loop = false;
}
}
}
if (loop) {
CompositeFormat.parseAndIgnoreWhitespace(source, pos);
Number component = CompositeFormat.parseNumber(source, format, pos);
if (component != null) {
rowComponents.add(component);
} else {
if (rowComponents.isEmpty()) {
loop = false;
} else {
// invalid component
// set index back to initial, error index should already be set
pos.setIndex(initialIndex);
return null;
}
}
}
}
if (!rowComponents.isEmpty()) {
matrix.add(rowComponents);
}
// parse suffix
CompositeFormat.parseAndIgnoreWhitespace(source, pos);
if (!CompositeFormat.parseFixedstring(source, trimmedSuffix, pos)) {
return null;
}
// do not allow an empty matrix
if (matrix.isEmpty()) {
pos.setIndex(initialIndex);
return null;
}
// build vector
double[][] data = new double[matrix.size()][];
int row = 0;
for (List<Number> rowList : matrix) {
data[row] = new double[rowList.size()];
for (int i = 0; i < rowList.size(); i++) {
data[row][i] = rowList.get(i).doubleValue();
}
row++;
}
return MatrixUtils.createRealMatrix(data);
}
}

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/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.commons.math3.linear;
import java.text.NumberFormat;
import java.text.ParsePosition;
import java.util.Locale;
import org.junit.Test;
import org.junit.Assert;
import org.apache.commons.math3.exception.MathParseException;
public abstract class RealMatrixFormatAbstractTest {
RealMatrixFormat realMatrixFormat = null;
RealMatrixFormat realMatrixFormatOther = null;
protected abstract Locale getLocale();
protected abstract char getDecimalCharacter();
public RealMatrixFormatAbstractTest() {
realMatrixFormat = RealMatrixFormat.getInstance(getLocale());
final NumberFormat nf = NumberFormat.getInstance(getLocale());
nf.setMaximumFractionDigits(2);
realMatrixFormatOther = new RealMatrixFormat("{", "}", ", ", " : ", nf);
}
@Test
public void testSimpleNoDecimals() {
RealMatrix m = MatrixUtils.createRealMatrix(new double[][] {{1, 1, 1}, {1, 1, 1}});
String expected = "[1, 1, 1; 1, 1, 1]";
String actual = realMatrixFormat.format(m);
Assert.assertEquals(expected, actual);
}
@Test
public void testSimpleWithDecimals() {
RealMatrix m = MatrixUtils.createRealMatrix(new double[][] {{1.23, 1.43, 1.63}, {2.46, 2.46, 2.66}});
String expected =
"[1" + getDecimalCharacter() +
"23, 1" + getDecimalCharacter() +
"43, 1" + getDecimalCharacter() +
"63; 2" + getDecimalCharacter() +
"46, 2" + getDecimalCharacter() +
"46, 2" + getDecimalCharacter() +
"66]";
String actual = realMatrixFormat.format(m);
Assert.assertEquals(expected, actual);
}
@Test
public void testSimpleWithDecimalsTrunc() {
RealMatrix m = MatrixUtils.createRealMatrix(new double[][] {{1.2323, 1.4343, 1.6333},
{2.4666, 2.4666, 2.6666}});
String expected =
"[1" + getDecimalCharacter() +
"23, 1" + getDecimalCharacter() +
"43, 1" + getDecimalCharacter() +
"63; 2" + getDecimalCharacter() +
"47, 2" + getDecimalCharacter() +
"47, 2" + getDecimalCharacter() +
"67]";
String actual = realMatrixFormat.format(m);
Assert.assertEquals(expected, actual);
}
@Test
public void testNegativeX() {
RealMatrix m = MatrixUtils.createRealMatrix(new double[][] {{-1.2323, 1.4343, 1.6333},
{2.4666, 2.4666, 2.6666}});
String expected =
"[-1" + getDecimalCharacter() +
"23, 1" + getDecimalCharacter() +
"43, 1" + getDecimalCharacter() +
"63; 2" + getDecimalCharacter() +
"47, 2" + getDecimalCharacter() +
"47, 2" + getDecimalCharacter() +
"67]";
String actual = realMatrixFormat.format(m);
Assert.assertEquals(expected, actual);
}
@Test
public void testNegativeY() {
RealMatrix m = MatrixUtils.createRealMatrix(new double[][] {{1.2323, -1.4343, 1.6333},
{2.4666, 2.4666, 2.6666}});
String expected =
"[1" + getDecimalCharacter() +
"23, -1" + getDecimalCharacter() +
"43, 1" + getDecimalCharacter() +
"63; 2" + getDecimalCharacter() +
"47, 2" + getDecimalCharacter() +
"47, 2" + getDecimalCharacter() +
"67]";
String actual = realMatrixFormat.format(m);
Assert.assertEquals(expected, actual);
}
@Test
public void testNegativeSecondRow() {
RealMatrix m = MatrixUtils.createRealMatrix(new double[][] {{1.2323, 1.4343, 1.6333},
{-2.4666, 2.4666, 2.6666}});
String expected =
"[1" + getDecimalCharacter() +
"23, 1" + getDecimalCharacter() +
"43, 1" + getDecimalCharacter() +
"63; -2" + getDecimalCharacter() +
"47, 2" + getDecimalCharacter() +
"47, 2" + getDecimalCharacter() +
"67]";
String actual = realMatrixFormat.format(m);
Assert.assertEquals(expected, actual);
}
@Test
public void testNonDefaultSetting() {
RealMatrix m = MatrixUtils.createRealMatrix(new double[][] {{1, 1, 1}, {1, 1, 1}});
String expected = "{1 : 1 : 1, 1 : 1 : 1}";
String actual = realMatrixFormatOther.format(m);
Assert.assertEquals(expected, actual);
}
@Test
public void testDefaultFormatRealVectorImpl() {
Locale defaultLocal = Locale.getDefault();
Locale.setDefault(getLocale());
RealMatrix m = MatrixUtils.createRealMatrix(new double[][] {{232.222, -342.33, 432.444}});
String expected =
"[232" + getDecimalCharacter() +
"22, -342" + getDecimalCharacter() +
"33, 432" + getDecimalCharacter() +
"44]";
String actual = (new RealMatrixFormat()).format(m);
Assert.assertEquals(expected, actual);
Locale.setDefault(defaultLocal);
}
@Test
public void testNan() {
RealMatrix m = MatrixUtils.createRealMatrix(new double[][] {{Double.NaN, Double.NaN, Double.NaN}});
String expected = "[(NaN), (NaN), (NaN)]";
String actual = realMatrixFormat.format(m);
Assert.assertEquals(expected, actual);
}
@Test
public void testPositiveInfinity() {
RealMatrix m = MatrixUtils.createRealMatrix(
new double[][] {{Double.POSITIVE_INFINITY, Double.POSITIVE_INFINITY, Double.POSITIVE_INFINITY}});
String expected = "[(Infinity), (Infinity), (Infinity)]";
String actual = realMatrixFormat.format(m);
Assert.assertEquals(expected, actual);
}
@Test
public void tesNegativeInfinity() {
RealMatrix m = MatrixUtils.createRealMatrix(
new double[][] {{Double.NEGATIVE_INFINITY, Double.NEGATIVE_INFINITY, Double.NEGATIVE_INFINITY}});
String expected = "[(-Infinity), (-Infinity), (-Infinity)]";
String actual = realMatrixFormat.format(m);
Assert.assertEquals(expected, actual);
}
@Test
public void testParseSimpleNoDecimals() {
String source = "[1, 1, 1; 1, 1, 1]";
RealMatrix expected = MatrixUtils.createRealMatrix(new double[][] {{1, 1, 1}, {1, 1, 1}});
RealMatrix actual = realMatrixFormat.parse(source);
Assert.assertEquals(expected, actual);
}
@Test
public void testParseSimpleWithClosingRowSeparator() {
String source = "[1, 1, 1; 1, 1, 1 ;]";
RealMatrix expected = MatrixUtils.createRealMatrix(new double[][] {{1, 1, 1}, {1, 1, 1}});
RealMatrix actual = realMatrixFormat.parse(source);
Assert.assertEquals(expected, actual);
}
@Test
public void testParseIgnoredWhitespace() {
RealMatrix expected = MatrixUtils.createRealMatrix(new double[][] {{1, 1, 1}, {1, 1, 1}});
ParsePosition pos1 = new ParsePosition(0);
String source1 = "[1,1,1;1,1,1]";
Assert.assertEquals(expected, realMatrixFormat.parse(source1, pos1));
Assert.assertEquals(source1.length(), pos1.getIndex());
ParsePosition pos2 = new ParsePosition(0);
String source2 = " [ 1 , 1 , 1 ; 1 , 1 , 1 ] ";
Assert.assertEquals(expected, realMatrixFormat.parse(source2, pos2));
Assert.assertEquals(source2.length() - 1, pos2.getIndex());
}
@Test
public void testParseSimpleWithDecimals() {
String source =
"[1" + getDecimalCharacter() +
"23, 1" + getDecimalCharacter() +
"43, 1" + getDecimalCharacter() +
"63]";
RealMatrix expected = MatrixUtils.createRealMatrix(new double[][] {{1.23, 1.43, 1.63}});
RealMatrix actual = realMatrixFormat.parse(source);
Assert.assertEquals(expected, actual);
}
@Test
public void testParseSimpleWithDecimalsTrunc() {
String source =
"[1" + getDecimalCharacter() +
"2323, 1" + getDecimalCharacter() +
"4343, 1" + getDecimalCharacter() +
"6333]";
RealMatrix expected = MatrixUtils.createRealMatrix(new double[][] {{1.2323, 1.4343, 1.6333}});
RealMatrix actual = realMatrixFormat.parse(source);
Assert.assertEquals(expected, actual);
}
@Test
public void testParseNegativeComponent() {
String source =
"[-1" + getDecimalCharacter() +
"2323, 1" + getDecimalCharacter() +
"4343, 1" + getDecimalCharacter() +
"6333]";
RealMatrix expected = MatrixUtils.createRealMatrix(new double[][] {{-1.2323, 1.4343, 1.6333}});
RealMatrix actual = realMatrixFormat.parse(source);
Assert.assertEquals(expected, actual);
}
@Test
public void testParseNegativeAll() {
String source =
"[-1" + getDecimalCharacter() +
"2323, -1" + getDecimalCharacter() +
"4343, -1" + getDecimalCharacter() +
"6333]";
RealMatrix expected = MatrixUtils.createRealMatrix(new double[][] {{-1.2323, -1.4343, -1.6333}});
RealMatrix actual = realMatrixFormat.parse(source);
Assert.assertEquals(expected, actual);
}
@Test
public void testParseZeroComponent() {
String source =
"[0" + getDecimalCharacter() +
"0, -1" + getDecimalCharacter() +
"4343, 1" + getDecimalCharacter() +
"6333]";
RealMatrix expected = MatrixUtils.createRealMatrix(new double[][] {{0.0, -1.4343, 1.6333}});
RealMatrix actual = realMatrixFormat.parse(source);
Assert.assertEquals(expected, actual);
}
@Test
public void testParseNonDefaultSetting() {
String source =
"{1" + getDecimalCharacter() +
"2323 : 1" + getDecimalCharacter() +
"4343 : 1" + getDecimalCharacter() +
"6333}";
RealMatrix expected = MatrixUtils.createRealMatrix(new double[][] {{1.2323, 1.4343, 1.6333}});
RealMatrix actual = realMatrixFormatOther.parse(source);
Assert.assertEquals(expected, actual);
}
@Test
public void testParseNan() {
String source = "[(NaN), (NaN), (NaN)]";
RealMatrix actual = realMatrixFormat.parse(source);
RealMatrix expected = MatrixUtils.createRealMatrix(new double[][] {{Double.NaN, Double.NaN, Double.NaN}});
for (int i = 0; i < expected.getRowDimension(); i++) {
for (int j = 0; j < expected.getColumnDimension(); j++) {
Assert.assertTrue(Double.isNaN(actual.getEntry(i, j)));
}
}
}
@Test
public void testParsePositiveInfinity() {
String source = "[(Infinity), (Infinity), (Infinity)]";
RealMatrix actual = realMatrixFormat.parse(source);
RealMatrix expected = MatrixUtils.createRealMatrix(
new double[][] {{Double.POSITIVE_INFINITY, Double.POSITIVE_INFINITY, Double.POSITIVE_INFINITY}});
Assert.assertEquals(expected, actual);
}
@Test
public void testParseNegativeInfinity() {
String source = "[(-Infinity), (-Infinity), (-Infinity)]";
RealMatrix actual = realMatrixFormat.parse(source);
RealMatrix expected = MatrixUtils.createRealMatrix(
new double[][] {{Double.NEGATIVE_INFINITY, Double.NEGATIVE_INFINITY, Double.NEGATIVE_INFINITY}});
Assert.assertEquals(expected, actual);
}
@Test
public void testParseNoComponents() {
try {
realMatrixFormat.parse("[ ]");
Assert.fail("Expecting MathParseException");
} catch (MathParseException pe) {
// expected behavior
}
}
@Test
public void testParseManyComponents() {
RealMatrix parsed = realMatrixFormat.parse("[0;0;0;0;0;0;0;0;0;0;0;0;0;0;0;0;0;0;0;0;0;0;0;0]");
Assert.assertEquals(24, parsed.getRowDimension());
}
@Test
public void testConstructorSingleFormat() {
NumberFormat nf = NumberFormat.getInstance();
RealMatrixFormat mf = new RealMatrixFormat(nf);
Assert.assertNotNull(mf);
Assert.assertEquals(nf, mf.getFormat());
}
@Test
public void testForgottenPrefix() {
ParsePosition pos = new ParsePosition(0);
final String source = "1; 1; 1]";
Assert.assertNull("Should not parse <"+source+">", new RealMatrixFormat().parse(source, pos));
Assert.assertEquals(0, pos.getErrorIndex());
}
@Test
public void testForgottenSeparator() {
ParsePosition pos = new ParsePosition(0);
final String source = "[1; 1 1]";
Assert.assertNull("Should not parse <"+source+">", new RealMatrixFormat().parse(source, pos));
Assert.assertEquals(6, pos.getErrorIndex());
}
@Test
public void testForgottenSuffix() {
ParsePosition pos = new ParsePosition(0);
final String source = "[1; 1; 1 ";
Assert.assertNull("Should not parse <"+source+">", new RealMatrixFormat().parse(source, pos));
Assert.assertEquals(8, pos.getErrorIndex());
}
}

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/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.commons.math3.linear;
import java.util.Locale;
public class RealMatrixFormatTest extends RealMatrixFormatAbstractTest {
@Override
protected char getDecimalCharacter() {
return '.';
}
@Override
protected Locale getLocale() {
return Locale.US;
}
}