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/*******************************************************************************
 * Copyright (c) 2010 Haifeng Li
 *   
 * Licensed 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 smile.data.parser.microarray;

import java.io.BufferedReader;
import java.io.File;
import java.io.FileInputStream;
import java.io.FileNotFoundException;
import java.io.IOException;
import java.io.InputStream;
import java.io.InputStreamReader;
import java.net.URI;
import java.text.ParseException;
import smile.data.Attribute;
import smile.data.AttributeDataset;
import smile.data.Datum;
import smile.data.NumericAttribute;

/**
 * TXT gene expression file parser. The TXT format is a tab delimited file
 * format that describes an expression dataset. It is organized as follows:
 * 

* The first line contains the labels Name and Description followed by the * identifiers for each sample in the dataset. The Description is optional. *

* Line format: Name(tab)Description(tab)(sample 1 name)(tab)(sample 2 name) (tab) ... (sample N name) *

*

* Example: Name Description DLBC1_1 DLBC2_1 ... DLBC58_0 *

* The remainder of the file contains data for each of the genes. There is one * line for each gene. Each line contains the gene name, gene description, and * a value for each sample in the dataset. If the first line contains the * Description label, include a description for each gene. If the first line * does not contain the Description label, do not include descriptions for * any gene. Gene names and descriptions can contain spaces since fields are * separated by tabs. *

* Line format: (gene name) (tab) (gene description) (tab) (col 1 data) (tab) (col 2 data) (tab) ... (col N data) *

*

* Example: AFFX-BioB-5_at AFFX-BioB-5_at (endogenous control) -104 -152 -158 ... -44 *

* * @author Haifeng Li */ public class TXTParser { /** * Constructor. */ public TXTParser() { } /** * Parse a TXT dataset from given URI. * @throws java.io.FileNotFoundException */ public AttributeDataset parse(URI uri) throws FileNotFoundException, IOException, ParseException { return parse(new File(uri)); } /** * Parse a TXT dataset from given URI. * @param uri the URI of data source. * @throws java.io.FileNotFoundException */ public AttributeDataset parse(String name, URI uri) throws FileNotFoundException, IOException, ParseException { return parse(name, new File(uri)); } /** * Parse a TXT dataset from given file. * @throws java.io.FileNotFoundException */ public AttributeDataset parse(String path) throws FileNotFoundException, IOException, ParseException { return parse(new File(path)); } /** * Parse a TXT dataset from given file. * @param path the file path of data source. * @throws java.io.FileNotFoundException */ public AttributeDataset parse(String name, String path) throws FileNotFoundException, IOException, ParseException { return parse(name, new File(path)); } /** * Parse a TXT dataset from given file. * @throws java.io.FileNotFoundException */ public AttributeDataset parse(File file) throws FileNotFoundException, IOException, ParseException { return parse(file.getPath(), new FileInputStream(file)); } /** * Parse a TXT dataset from given file. * @param file the file of data source. * @throws java.io.FileNotFoundException */ public AttributeDataset parse(String name, File file) throws FileNotFoundException, IOException, ParseException { return parse(name, new FileInputStream(file)); } /** * Parse a TXT dataset from an input stream. * @param name the name of dataset. * @param stream the input stream of data. * @throws java.io.FileNotFoundException */ public AttributeDataset parse(String name, InputStream stream) throws IOException, ParseException { BufferedReader reader = new BufferedReader(new InputStreamReader(stream)); String line = reader.readLine(); if (line == null) { throw new IOException("Empty data source."); } String[] tokens = line.split("\t", -1); int start = 1; int p = tokens.length - 1; if (tokens[1].equalsIgnoreCase("description")) { start = 2; p = tokens.length - 2; } Attribute[] attributes = new Attribute[p]; for (int i = 0; i < p; i++) { attributes[i] = new NumericAttribute(tokens[i+start]); } AttributeDataset data = new AttributeDataset(name, attributes); for (int i = 2; (line = reader.readLine()) != null; i++) { tokens = line.split("\t", -1); if (tokens.length != p+start) { throw new IOException(String.format("Invalid number of elements of line %d: %d", i, tokens.length)); } double[] x = new double[p]; for (int j = 0; j < p; j++) { if (tokens[j+start].isEmpty()) { x[j] = Double.NaN; } else { x[j] = Double.valueOf(tokens[j+start]); } } Datum datum = new Datum(x); datum.name = tokens[0]; if (start == 2) { datum.description = tokens[1]; } data.add(datum); } reader.close(); return data; } }




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