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/*
* Copyright (C) 2009-2010 Institute for Computational Biomedicine,
* Weill Medical College of Cornell University
*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>.
*/
package org.campagnelab.goby.modes;
import com.martiansoftware.jsap.JSAPException;
import com.martiansoftware.jsap.JSAPResult;
import org.campagnelab.goby.exception.GobyRuntimeException;
import org.campagnelab.goby.readers.FastXEntry;
import org.campagnelab.goby.readers.FastXReader;
import edu.cornell.med.icb.identifier.IndexedIdentifier;
import org.campagnelab.goby.alignments.filters.GeneTranscriptRelationships;
import it.unimi.dsi.fastutil.ints.Int2IntMap;
import it.unimi.dsi.fastutil.ints.Int2IntOpenHashMap;
import it.unimi.dsi.fastutil.ints.Int2ObjectMap;
import it.unimi.dsi.fastutil.ints.Int2ObjectOpenHashMap;
import it.unimi.dsi.fastutil.ints.IntArraySet;
import it.unimi.dsi.fastutil.ints.IntCollection;
import it.unimi.dsi.fastutil.ints.IntSet;
import it.unimi.dsi.lang.MutableString;
import it.unimi.dsi.logging.ProgressLogger;
import org.apache.commons.io.FileUtils;
import org.apache.commons.io.FilenameUtils;
import org.apache.commons.io.IOUtils;
import org.apache.commons.lang.StringUtils;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import java.io.File;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.PrintStream;
import java.io.PrintWriter;
import java.text.NumberFormat;
import java.util.HashMap;
import java.util.Iterator;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import java.util.zip.GZIPOutputStream;
/**
* Class to split transcripts FASTA into multiple files. This class will distribute the
* transcripts for the same gene across multiple files such that two transcripts from the
* same gene are never present in the same file. The split files can be used as reference
* to implement transcript searches.
*
* @author Kevin Dorff
*/
public class SplitTranscriptsMode extends AbstractGobyMode {
/**
* Used to log debugging and informational messages.
*/
private static final Log LOG = LogFactory.getLog(SplitTranscriptsMode.class);
/**
* The mode name.
*/
public static final String MODE_NAME = "split-transcripts";
/**
* The mode description help text.
*/
public static final String MODE_DESCRIPTION = "Split transcripts FASTA into multiple files.";
/**
* The configuration.
*/
private SplitTranscriptsConfig config;
/**
* Transcript and gene id from header.
*/
private Map<String, MutableString> transcriptHeader;
@Override
public String getModeName() {
return MODE_NAME;
}
@Override
public String getModeDescription() {
return MODE_DESCRIPTION;
}
/**
* Configure via command line.
*
* @param args command line args
* @return this object for chaining
* @throws java.io.IOException error jsap configuring / jsap parsing
* @throws com.martiansoftware.jsap.JSAPException error jsap configuring / jsap parsing
*/
@Override
public SplitTranscriptsMode configure(final String[] args) throws IOException, JSAPException {
final JSAPResult jsapResult = parseJsapArguments(args);
return configure(new SplitTranscriptsConfig(jsapResult));
}
/**
* Configure via CountReadsModeConfig object.
*
* @param configVal the config object
* @return this object for chaining
*/
public SplitTranscriptsMode configure(final SplitTranscriptsConfig configVal) {
this.config = configVal;
transcriptHeader = new HashMap<String, MutableString>();
return this;
}
/**
* Perform the split transcripts mode.
*
* @throws IOException error reading / writing
*/
@Override
public void execute() throws IOException {
// Load the gene to transcripts file
if (!config.validate()) {
throw new IOException("Invalid SplitTranscripts configuration");
}
final GeneTranscriptRelationships gtr = new GeneTranscriptRelationships();
final IndexedIdentifier transcriptIdents = new IndexedIdentifier();
final Int2ObjectMap<MutableString> transcriptIndexToIdMap
= new Int2ObjectOpenHashMap<MutableString>();
final List<FastXEntry> fastxEntries = new LinkedList<FastXEntry>();
//
// Pass through the file once to collect the transcript - gene relationships
//
int entryCount = 0;
try {
for (final FastXEntry entry : new FastXReader(config.getInputFile())) {
entryCount++;
parseHeader(entry.getEntryHeader());
final MutableString transcriptId = transcriptHeader.get("transcriptId");
final MutableString geneId = transcriptHeader.get("geneId");
final int transcriptIndex = transcriptIdents.registerIdentifier(transcriptId);
gtr.addRelationship(geneId, transcriptIndex);
transcriptIndexToIdMap.put(transcriptIndex, transcriptId);
fastxEntries.add(entry.clone());
}
} catch (CloneNotSupportedException e) {
LOG.error("Couldn't clone for some reason", e);
throw new GobyRuntimeException("Couldn't clone for some reason", e);
}
LOG.info("Loading map of genes-transcripts complete.");
//
// Scan through the transcript-gene relationships to determine which
// transcript id goes into which file
//
final Int2IntMap transcriptIndex2FileIndex = new Int2IntOpenHashMap();
final String configOutputFilename = config.getOutputBase() + ".config";
final String configOutputPath = FilenameUtils.getFullPath(configOutputFilename);
if (StringUtils.isNotBlank(configOutputPath)) {
LOG.info("Creating output directory: " + configOutputPath);
FileUtils.forceMkdir(new File(configOutputPath));
}
PrintWriter configOutput = null;
try {
configOutput = new PrintWriter(configOutputFilename);
configOutput.println("Ensembl Gene ID\tEnsembl Transcript ID");
final Int2IntMap fileIndex2NumberOfEntries = new Int2IntOpenHashMap();
fileIndex2NumberOfEntries.defaultReturnValue(0);
transcriptIndex2FileIndex.defaultReturnValue(-1);
final int initialNumberOfFiles = getNumberOfFiles(gtr, transcriptIndex2FileIndex);
for (int geneIndex = 0; geneIndex < gtr.getNumberOfGenes(); geneIndex++) {
final MutableString geneId = gtr.getGeneId(geneIndex);
final IntSet transcriptIndices = gtr.getTranscriptSet(geneIndex);
int fileNum = 0;
for (final int transcriptIndex : transcriptIndices) {
if (transcriptIndex2FileIndex.get(transcriptIndex) != -1) {
LOG.warn("Skipping repeated transcriptIndex: " + transcriptIndex);
continue;
}
final int maxEntriesPerFile = config.getMaxEntriesPerFile();
final int numberOfEntriesInOriginalBucket = fileIndex2NumberOfEntries.get(fileNum);
final int adjustedFileIndex = fileNum + initialNumberOfFiles * (numberOfEntriesInOriginalBucket / maxEntriesPerFile);
transcriptIndex2FileIndex.put(transcriptIndex, adjustedFileIndex);
fileIndex2NumberOfEntries.put(fileNum, fileIndex2NumberOfEntries.get(fileNum) + 1);
final MutableString transcriptId = transcriptIndexToIdMap.get(transcriptIndex);
configOutput.printf("%s\t%s%n", geneId, transcriptId);
fileNum++;
}
}
} finally {
IOUtils.closeQuietly(configOutput);
}
final int numFiles = getFileIndices(transcriptIndex2FileIndex).size();
if (LOG.isInfoEnabled()) {
LOG.info(NumberFormat.getInstance().format(entryCount)
+ " entries will be written to " + numFiles + " files");
final int maxEntriesPerFile = config.getMaxEntriesPerFile();
if (maxEntriesPerFile < Integer.MAX_VALUE) {
LOG.info("Each file will contain at most " + maxEntriesPerFile + " entries");
}
}
// formatter for uniquely numbering files each with the same number of digits
final NumberFormat fileNumberFormatter = getNumberFormatter(numFiles - 1);
final ProgressLogger progressLogger = new ProgressLogger();
progressLogger.expectedUpdates = entryCount;
progressLogger.itemsName = "entries";
progressLogger.start();
// Write each file one at a time rather than in the order they appear in the input file
// to avoid the issue of having too many streams open at the same or continually opening
// and closing streams which is quite costly. We could store the gene/transcripts in
// memory and then just write the files at the end but that could be worse.
for (final int fileIndex : getFileIndices(transcriptIndex2FileIndex)) {
final String filename =
config.getOutputBase() + "." + fileNumberFormatter.format(fileIndex) + ".fa.gz";
PrintStream printStream = null;
try {
// each file is compressed
printStream = new PrintStream(new GZIPOutputStream(new FileOutputStream(filename)));
//
// Read through the input file get the actual sequence information
//
final Iterator<FastXEntry> entries = fastxEntries.iterator();
while (entries.hasNext()) {
final FastXEntry entry = entries.next();
parseHeader(entry.getEntryHeader());
final MutableString transcriptId = transcriptHeader.get("transcriptId");
final MutableString geneId = transcriptHeader.get("geneId");
final int transcriptIndex = transcriptIdents.getInt(transcriptId);
final int transcriptFileIndex = transcriptIndex2FileIndex.get(transcriptIndex);
if (transcriptFileIndex == fileIndex) {
printStream.print(entry.getHeaderSymbol());
printStream.print(transcriptId);
printStream.print(" gene:");
printStream.println(geneId);
printStream.println(entry.getEntrySansHeader());
entries.remove();
progressLogger.lightUpdate();
}
}
} finally {
IOUtils.closeQuietly(printStream);
}
}
assert progressLogger.count == entryCount : "Some entries were not processed!";
progressLogger.done();
}
private IntCollection getFileIndices(final Int2IntMap transcriptIndex2FileIndex) {
final IntSet result = new IntArraySet();
result.addAll(transcriptIndex2FileIndex.values());
return result;
}
/**
* Calcuate the number of files the gene to transcript relationships should be split to.
* @param gtr The gene to transcript relationships
* @param transcriptIndex2FileIndex A map of transcript identifiers to file indices
* @return The number of files to write
*/
private int getNumberOfFiles(final GeneTranscriptRelationships gtr,
final Int2IntMap transcriptIndex2FileIndex) {
int numFiles = 0;
for (int geneIndex = 0; geneIndex < gtr.getNumberOfGenes(); geneIndex++) {
final IntSet transcriptIndices = gtr.getTranscriptSet(geneIndex);
int fileNum = 0;
for (final int transcriptIndex : transcriptIndices) {
if (transcriptIndex2FileIndex.get(transcriptIndex) != -1) {
LOG.warn("Skipping repeated transcriptIndex: " + transcriptIndex);
continue;
}
numFiles = Math.max(fileNum, numFiles);
fileNum++;
}
}
return ++numFiles;
}
/**
* Extract the transcript and gene ids from the given string.
* @param header The string to extract the information from. Generally speaking
* this is the comment line from a FASTA entry (without the ">" character)
*/
private void parseHeader(final MutableString header) {
final int endOfTranscriptId = header.indexOf(' ');
transcriptHeader.put("transcriptId", header.substring(0, endOfTranscriptId));
final int startOfGeneId = header.lastIndexOf(' ');
transcriptHeader.put("geneId", header.substring(startOfGeneId + 6));
}
/**
* Get a number formatter to print leading zeros up to n.
*
* @param n The largest number that will be formatted
* @return the NumberFormat for n
*/
public NumberFormat getNumberFormatter(final int n) {
assert n >= 0 : "n must be non-negative";
final int numDigits;
if (n == 0) {
numDigits = 1;
} else {
numDigits = 1 + (int) (Math.log10(n));
}
final NumberFormat numberFormat = NumberFormat.getInstance();
numberFormat.setGroupingUsed(false);
numberFormat.setMinimumIntegerDigits(numDigits);
return numberFormat;
}
/**
* Main method.
*
* @param args command line args.
* @throws JSAPException error parsing
* @throws IOException error parsing or executing.
*/
public static void main(final String[] args) throws IOException, JSAPException {
new SplitTranscriptsMode().configure(args).execute();
}
/**
* Config class for SplitTranscriptsMode.
*
* @author Kevin Dorff
*/
private static class SplitTranscriptsConfig {
/** The fasta input file. */
private final String inputFile;
/** The outputBase. */
private final String outputBase;
/** Maximum number of entries that should be written to any given output file. */
private final int maxEntriesPerFile;
/**
* Create a config object based on parsed JSAP.
* @param jsapResult the parsed JSAP
*/
public SplitTranscriptsConfig(final JSAPResult jsapResult) {
inputFile = jsapResult.getString("input");
outputBase = jsapResult.getString("output");
maxEntriesPerFile = jsapResult.getInt("max-entries-per-file");
}
/**
* Get the input file to process.
* @return the input filename
*/
public String getInputFile() {
return inputFile;
}
/**
* Get the basename/directory for the output file(s).
* @return the basename
*/
public String getOutputBase() {
return outputBase;
}
/**
* Get the maximum number of entries that should be written to any given output file.
* @return the maximum number of entries to write
*/
public int getMaxEntriesPerFile() {
return maxEntriesPerFile;
}
/**
* Validate the values.
* @return true of values validated
*/
public boolean validate() {
boolean validates = true;
if (!(new File(inputFile)).exists()) {
LOG.error("input file " + inputFile + " does not exist.");
validates = false;
}
return validates;
}
}
}
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