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/*
* Copyright (C) 2010 Regents of the University of Michigan
*
* 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/>.
*/
#include <iostream>
#include "InputFile.h"
#include "FastQFile.h"
#include "BaseUtilities.h"
// Constructor.
// minReadLength - The minimum length that a base sequence must be for
// it to be valid.
// numPrintableErrors - The maximum number of errors that should be reported
// in detail before suppressing the errors.
//
FastQFile::FastQFile(int minReadLength, int numPrintableErrors)
: myFile(NULL),
myBaseComposition(),
myQualPerCycle(),
myCountPerCycle(),
myCheckSeqID(true),
myInterleaved(false),
myPrevSeqID(""),
myMinReadLength(minReadLength),
myNumPrintableErrors(numPrintableErrors),
myMaxErrors(-1),
myDisableMessages(false),
myFileProblem(false)
{
// Reset the member data.
reset();
}
void FastQFile::disableMessages()
{
myDisableMessages = true;
}
void FastQFile::enableMessages()
{
myDisableMessages = false;
}
// Disable Unique Sequence ID checking.
// Unique Sequence ID checking is enabled by default.
void FastQFile::disableSeqIDCheck()
{
myCheckSeqID = false;
}
// Enable Unique Sequence ID checking.
// Unique Sequence ID checking is enabled by default.
void FastQFile::enableSeqIDCheck()
{
myCheckSeqID = true;
}
/// Interleaved.
void FastQFile::interleaved()
{
myInterleaved = true;
}
// Set the number of errors after which to quit reading/validating a file.
void FastQFile::setMaxErrors(int maxErrors)
{
myMaxErrors = maxErrors;
}
// Open a FastQFile.
FastQStatus::Status FastQFile::openFile(const char* fileName,
BaseAsciiMap::SPACE_TYPE spaceType)
{
// reset the member data.
reset();
myBaseComposition.resetBaseMapType();
myBaseComposition.setBaseMapType(spaceType);
myQualPerCycle.clear();
myCountPerCycle.clear();
FastQStatus::Status status = FastQStatus::FASTQ_SUCCESS;
// Close the file if there is already one open - checked by close.
status = closeFile();
if(status == FastQStatus::FASTQ_SUCCESS)
{
// Successfully closed a previously opened file if there was one.
// Open the file
myFile = ifopen(fileName, "rt");
myFileName = fileName;
if(myFile == NULL)
{
// Failed to open the file.
status = FastQStatus::FASTQ_OPEN_ERROR;
}
}
if(status != FastQStatus::FASTQ_SUCCESS)
{
// Failed to open the file.
std::string errorMessage = "ERROR: Failed to open file: ";
errorMessage += fileName;
logMessage(errorMessage.c_str());
}
return(status);
}
// Close a FastQFile.
FastQStatus::Status FastQFile::closeFile()
{
int closeStatus = 0; // Success.
// If a file has been opened, close it.
if(myFile != NULL)
{
// Close the file.
closeStatus = ifclose(myFile);
myFile = NULL;
}
if(closeStatus == 0)
{
// Success - either there wasn't a file to close or it was closed
// successfully.
return(FastQStatus::FASTQ_SUCCESS);
}
else
{
std::string errorMessage = "Failed to close file: ";
errorMessage += myFileName.c_str();
logMessage(errorMessage.c_str());
return(FastQStatus::FASTQ_CLOSE_ERROR);
}
}
// Check to see if the file is open.
bool FastQFile::isOpen()
{
// Check to see if the file is open.
if((myFile != NULL) && (myFile->isOpen()))
{
// File pointer exists and the file is open.
return true;
}
// File is not open.
return false;
}
// Check to see if the file is at the end of the file.
bool FastQFile::isEof()
{
// Check to see if the file is open.
if((myFile != NULL) && (ifeof(myFile)))
{
// At EOF.
return true;
}
// Not at EOF.
return false;
}
// Returns whether or not to keep reading the file.
// Stop reading (false) if eof or there is a problem reading the file.
bool FastQFile::keepReadingFile()
{
if(isEof() || myFileProblem)
{
return(false);
}
return(true);
}
// Validate the specified fastq file
FastQStatus::Status FastQFile::validateFastQFile(const String& filename,
bool printBaseComp,
BaseAsciiMap::SPACE_TYPE spaceType,
bool printQualAvg)
{
// Open the fastqfile.
if(openFile(filename, spaceType) != FastQStatus::FASTQ_SUCCESS)
{
// Failed to open the specified file.
return(FastQStatus::FASTQ_OPEN_ERROR);
}
// Track the total number of sequences that were validated.
int numSequences = 0;
// Keep reading the file until there are no more fastq sequences to process
// and not configured to quit after a certain number of errors or there
// has not yet been that many errors.
// Or exit if there is a problem reading the file.
FastQStatus::Status status = FastQStatus::FASTQ_SUCCESS;
while (keepReadingFile() &&
((myMaxErrors == -1) || (myMaxErrors > myNumErrors)))
{
// Validate one sequence. This call will read all the lines for
// one sequence.
status = readFastQSequence();
if((status == FastQStatus::FASTQ_SUCCESS) || (status == FastQStatus::FASTQ_INVALID))
{
// Read a sequence and it is either valid or invalid, but
// either way, a sequence was read, so increment the sequence count.
++numSequences;
}
else
{
// Other error, so break out of processing.
break;
}
}
// Report Base Composition Statistics.
if(printBaseComp)
{
myBaseComposition.print();
}
if(printQualAvg)
{
printAvgQual();
}
std::string finishMessage = "Finished processing ";
finishMessage += myFileName.c_str();
char buffer[100];
if(sprintf(buffer,
" with %u lines containing %d sequences.",
myLineNum, numSequences) > 0)
{
finishMessage += buffer;
logMessage(finishMessage.c_str());
}
if(sprintf(buffer,
"There were a total of %d errors.",
myNumErrors) > 0)
{
logMessage(buffer);
}
// Close the input file.
FastQStatus::Status closeStatus = closeFile();
if((status != FastQStatus::FASTQ_SUCCESS) && (status != FastQStatus::FASTQ_INVALID) &&
(status != FastQStatus::FASTQ_NO_SEQUENCE_ERROR))
{
// Stopped validating due to some error other than invalid, so
// return that error.
return(status);
}
else if(myNumErrors == 0)
{
// No errors, check to see if there were any sequences.
// Finished processing all of the sequences in the file.
// If there are no sequences, report an error.
if(numSequences == 0)
{
// Empty file, return error.
logMessage("ERROR: No FastQSequences in the file.");
return(FastQStatus::FASTQ_NO_SEQUENCE_ERROR);
}
return(FastQStatus::FASTQ_SUCCESS);
}
else
{
// The file is invalid. But check the close status. If the close
// failed, it means there is a problem with the file itself not just
// with validation, so the close failure should be returned.
if(closeStatus != FastQStatus::FASTQ_SUCCESS)
{
return(closeStatus);
}
return(FastQStatus::FASTQ_INVALID);
}
}
// Reads and validates a single fastq sequence from myFile.
FastQStatus::Status FastQFile::readFastQSequence()
{
// First verify that a file is open, if not, return failure.
if(!isOpen())
{
std::string message =
"ERROR: Trying to read a fastq file but no file is open.";
logMessage(message.c_str());
return(FastQStatus::FASTQ_ORDER_ERROR);
}
// Reset variables for each sequence.
resetForEachSequence();
bool valid = true;
// No sequence was read.
if(isTimeToQuit())
{
return(FastQStatus::FASTQ_NO_SEQUENCE_ERROR);
}
// The first line is the sequence identifier, so validate that.
valid = validateSequenceIdentifierLine();
if(myFileProblem)
{
return(FastQStatus::FASTQ_READ_ERROR);
}
// If we are at the end of the file, check to see if it is a partial
// sequence or just an empty line at the end.
if(ifeof(myFile))
{
// If the sequence identifier line was empty and we are at the
// end of the file, there is nothing more to validate.
if(mySequenceIdLine.Length() != 0)
{
// There was a sequence identifier line, so this is an incomplete
// sequence.
myErrorString = "Incomplete Sequence.\n";
reportErrorOnLine();
valid = false;
}
if(valid)
{
// Return failure - no sequences were left to read. At the end
// of the file. It wasn't invalid and it wasn't really an error.
return(FastQStatus::FASTQ_NO_SEQUENCE_ERROR);
}
else
{
return(FastQStatus::FASTQ_INVALID);
}
}
// If enough errors, quit before reading any more.
if(isTimeToQuit())
{
// Means there was an error, so mark it as invalid.
return(FastQStatus::FASTQ_INVALID);
}
// Validate the Raw Sequence Line(s) and the "+" line.
valid &= validateRawSequenceAndPlusLines();
if(myFileProblem)
{
return(FastQStatus::FASTQ_READ_ERROR);
}
// If enough errors, quit before reading any more.
if(isTimeToQuit())
{
return(FastQStatus::FASTQ_INVALID);
}
// If it is the end of a file, it is missing the quality string.
if(ifeof(myFile))
{
// There was a sequence identifier line, so this is an incomplete
// sequence.
myErrorString = "Incomplete Sequence, missing Quality String.";
reportErrorOnLine();
valid = false;
return(FastQStatus::FASTQ_INVALID);
}
// All that is left is to validate the quality string line(s).
valid &= validateQualityStringLines();
if(myFileProblem)
{
return(FastQStatus::FASTQ_READ_ERROR);
}
if(valid)
{
return(FastQStatus::FASTQ_SUCCESS);
}
return(FastQStatus::FASTQ_INVALID);
}
// Reads and validates the sequence identifier line of a fastq sequence.
bool FastQFile::validateSequenceIdentifierLine()
{
// Read the first line of the sequence.
int readStatus = mySequenceIdLine.ReadLine(myFile);
// Check to see if the read was successful.
if(readStatus <= 0)
{
// If EOF, not an error.
if(ifeof(myFile))
{
return true;
}
myFileProblem = true;
myErrorString = "Failure trying to read sequence identifier line";
reportErrorOnLine();
return false;
}
// If the line is 0 length and it is the end of the file, just
// return since this is the eof - no error.
if((mySequenceIdLine.Length() == 0) && (ifeof(myFile)))
{
// Not an error, just a new line at the end of the file.
return true;
}
// Increment the line number.
myLineNum++;
// Verify that the line has at least 2 characters: '@' and at least
// one character for the sequence identifier.
if(mySequenceIdLine.Length() < 2)
{
// Error. Sequence Identifier line not long enough.
myErrorString = "The sequence identifier line was too short.";
reportErrorOnLine();
return false;
}
// The sequence identifier line must start wtih a '@'
if(mySequenceIdLine[0] != '@')
{
// Error - sequence identifier line does not begin with an '@'.
myErrorString = "First line of a sequence does not begin with @";
reportErrorOnLine();
return false;
}
// Valid Sequence Identifier Line.
// The sequence identifier ends at the first space or at the end of the
// line if there is no space.
// Use fast find since this is a case insensitive search.
// Start at 1 since we know that 0 is '@'
int endSequenceIdentifier = mySequenceIdLine.FastFindChar(' ', 1);
// Check if a " " was found.
if(endSequenceIdentifier == -1)
{
// Did not find a ' ', so the identifier is the rest of the line.
// It starts at 1 since @ is at offset 0.
mySequenceIdentifier = (mySequenceIdLine.SubStr(1)).c_str();
}
else
{
// Found a ' ', so the identifier ends just before that.
// The sequence identifier must be at least 1 character long,
// therefore the endSequenceIdentifier must be greater than 1.
if(endSequenceIdentifier <= 1)
{
myErrorString =
"No Sequence Identifier specified before the comment.";
reportErrorOnLine();
return false;
}
mySequenceIdentifier =
(mySequenceIdLine.SubStr(1, endSequenceIdentifier - 1)).c_str();
}
// If myInterleaved, validate matches the previous seqID.
if(myInterleaved && (myPrevSeqID != ""))
{
// Valid if the sequence identifiers are identical or if
// the only difference is a trailing 1 or 2.
if(myPrevSeqID.compare(mySequenceIdentifier) != 0)
{
// Compare all but the last characters, then check the last characters for 1 or 2.
if((myPrevSeqID.compare(0, myPrevSeqID.length()-1, mySequenceIdentifier.c_str(), mySequenceIdentifier.Length()-1) != 0) ||
(((myPrevSeqID[myPrevSeqID.length()-1] != '1') || (mySequenceIdentifier[mySequenceIdentifier.Length()-1] != '2')) &&
(myPrevSeqID[myPrevSeqID.length()-1] != mySequenceIdentifier[mySequenceIdentifier.Length()-1])))
{
myErrorString = "Interleaved: consecutive reads do not have matching sequence identifiers: ";
myErrorString += mySequenceIdentifier.c_str();
myErrorString += " and ";
myErrorString += myPrevSeqID.c_str();
reportErrorOnLine();
myPrevSeqID.clear();
return(false);
}
}
myPrevSeqID.clear();
}
else
{
if(myInterleaved)
{
myPrevSeqID = mySequenceIdentifier.c_str();
}
// Check if sequence identifier should be validated for uniqueness if it is
// not the 2nd in an interleaved pair.
if(myCheckSeqID)
{
// Check to see if the sequenceIdentifier is a repeat by adding
// it to the set and seeing if it already existed.
std::pair<std::map<std::string, unsigned int>::iterator,bool> insertResult;
insertResult =
myIdentifierMap.insert(std::make_pair(mySequenceIdentifier.c_str(),
myLineNum));
if(insertResult.second == false)
{
// Sequence Identifier is a repeat.
myErrorString = "Repeated Sequence Identifier: ";
myErrorString += mySequenceIdentifier.c_str();
myErrorString += " at Lines ";
myErrorString += insertResult.first->second;
myErrorString += " and ";
myErrorString += myLineNum;
reportErrorOnLine();
return(false);
}
}
}
// Valid, return true.
return(true);
}
// Reads and validates the raw sequence line(s) and the plus line. Both are
// included in one method since it is unknown when the raw sequence line
// ends until you find the plus line that divides it from the quality
// string. Since this method will read the plus line to know when the
// raw sequence ends, it also validates that line.
bool FastQFile::validateRawSequenceAndPlusLines()
{
// Read the raw sequence.
int readStatus = myRawSequence.ReadLine(myFile);
myLineNum++;
if(readStatus <= 0)
{
myFileProblem = true;
myErrorString = "Failure trying to read sequence line";
reportErrorOnLine();
return false;
}
// Offset into the raw sequence to be validated.
int offset = 0;
// Validate the raw sequence.
bool valid = validateRawSequence(offset);
// Increment the offset for what was just read.
offset = myRawSequence.Length();
// The next line is either a continuation of the raw sequence or it starts
// with a '+'
// Keep validating til the '+' line or the end of file is found.
bool stillRawLine = true;
while(stillRawLine &&
!ifeof(myFile))
{
// If enough errors, quit before reading any more.
if(isTimeToQuit())
{
return(false);
}
// Read the next line.
// Read into the plus line, but if it isn't a plus line, then
// it will be copied into the raw sequence line.
readStatus = myPlusLine.ReadLine(myFile);
myLineNum++;
if(readStatus <= 0)
{
myFileProblem = true;
myErrorString = "Failure trying to read sequence/plus line";
reportErrorOnLine();
return false;
}
// Check if the next line is blank
if(myPlusLine.Length() == 0)
{
// The next line is blank. Assume it is part of the raw sequence and
// report an error since there are no valid characters on the line.
myErrorString =
"Looking for continuation of Raw Sequence or '+' instead found a blank line, assuming it was part of Raw Sequence.";
reportErrorOnLine();
}
// Check for the plus line.
else if(myPlusLine[0] == '+')
{
// This is the + line.
valid &= validateSequencePlus();
stillRawLine = false;
}
else
{
// Not a plus line, so assume this is a continuation of the Raw
// Sequence.
// Copy from the plus line to the raw sequence line.
myRawSequence += myPlusLine;
myPlusLine.SetLength(0);
valid &= validateRawSequence(offset);
// Increment the offset.
offset = myRawSequence.Length();
}
}
// If enough errors, quit before reading any more.
if(isTimeToQuit())
{
return(false);
}
// Now that the entire raw sequence has been obtained, check its length
// against the minimum allowed length.
if(myRawSequence.Length() < myMinReadLength)
{
// Raw sequence is not long enough - error.
myErrorString = "Raw Sequence is shorter than the min read length: ";
myErrorString += myRawSequence.Length();
myErrorString += " < ";
myErrorString += myMinReadLength;
reportErrorOnLine();
valid = false;
}
// If enough errors, quit before reading any more.
if(isTimeToQuit())
{
return(false);
}
// if the flag still indicates it is processing the raw sequence that means
// we reached the end of the file without a '+' line. So report that error.
if(stillRawLine)
{
myErrorString = "Reached the end of the file without a '+' line.";
reportErrorOnLine();
valid = false;
}
return(valid);
}
// Reads and validates the quality string line(s).
bool FastQFile::validateQualityStringLines()
{
// Read the quality string.
int readStatus = myQualityString.ReadLine(myFile);
myLineNum++;
if(readStatus <= 0)
{
myFileProblem = true;
myErrorString = "Failure trying to read quality line";
reportErrorOnLine();
return false;
}
// track the offset into the quality string to validate.
int offset = 0;
// Validate this line of the quality string.
bool valid = validateQualityString(offset);
offset = myQualityString.Length();
// Keep reading quality string lines until the length of the
// raw sequence has been hit or the end of the file is reached.
while((myQualityString.Length() < myRawSequence.Length()) &&
(!ifeof(myFile)))
{
// If enough errors, quit before reading any more.
if(isTimeToQuit())
{
return(false);
}
// Read another line of the quality string.
readStatus = myTempPartialQuality.ReadLine(myFile);
myLineNum++;
if(readStatus <= 0)
{
myFileProblem = true;
myErrorString = "Failure trying to read quality line";
reportErrorOnLine();
return false;
}
myQualityString += myTempPartialQuality;
myTempPartialQuality.Clear();
// Validate this line of the quality string.
valid &= validateQualityString(offset);
offset = myQualityString.Length();
}
// If enough errors, quit before reading any more.
if(isTimeToQuit())
{
return(false);
}
// Validate that the quality string length is the same as the
// raw sequence length.
if(myQualityString.Length() != myRawSequence.Length())
{
myErrorString = "Quality string length (";
myErrorString += myQualityString.Length();
myErrorString += ") does not equal raw sequence length (";
myErrorString += myRawSequence.Length();
myErrorString += ")";
reportErrorOnLine();
valid = false;
}
return(valid);
}
// Method to validate a line that contains part of the raw sequence.
bool FastQFile::validateRawSequence(int offset)
{
bool validBase = false;
bool valid = true;
// Loop through validating each character is valid for the raw sequence.
for(int sequenceIndex = offset; sequenceIndex < myRawSequence.Length();
sequenceIndex++)
{
// Update the composition for this position. Returns false if the
// character was not a valid base.
validBase =
myBaseComposition.updateComposition(sequenceIndex,
myRawSequence[sequenceIndex]);
// Check the return
if(!validBase)
{
// Error, found a value that is not a valid base character.
myErrorString = "Invalid character ('";
myErrorString += myRawSequence[sequenceIndex];
myErrorString += "') in base sequence.";
reportErrorOnLine();
valid = false;
// If enough errors, quit before reading any more.
if(isTimeToQuit())
{
return(false);
}
}
}
return(valid);
}
// Method to validate the "+" line that seperates the raw sequence and the
// quality string.
bool FastQFile::validateSequencePlus()
{
// Validate that optional sequence identifier is the same
// as the one on the @ line.
// Check to see if there is more to the line than just the plus
int lineLength = myPlusLine.Length();
// If the line is only 1 character or the second character is a space,
// then there is no sequence identifier on this line and there is nothing
// further to validate.
if((lineLength == 1) || (myPlusLine[1] == ' '))
{
// No sequence identifier, so just return valid.
return true;
}
// There is a sequence identifier on this line, so validate that
// it matches the one from the associated @ line.
// The read in line must be at least 1 more character ('+') than the
// sequence identifier read from the '@' line.
// If it is not longer than the sequence identifier, then we know that it
// cannot be the same.
int sequenceIdentifierLength = mySequenceIdentifier.Length();
if(lineLength <= sequenceIdentifierLength)
{
myErrorString =
"Sequence Identifier on '+' line does not equal the one on the '@' line.";
reportErrorOnLine();
return false;
}
bool same = true;
int seqIndex = 0;
int lineIndex = 1; // Start at 1 since offset 0 has '+'
// Loop through the sequence index and the line buffer verifying they
// are the same until a difference is found or the end of the sequence
// identifier is found.
while((same == true) && (seqIndex < sequenceIdentifierLength))
{
if(myPlusLine[lineIndex] != mySequenceIdentifier[seqIndex])
{
myErrorString =
"Sequence Identifier on '+' line does not equal the one on the '@' line.";
reportErrorOnLine();
same = false;
}
lineIndex++;
seqIndex++;
}
return(same);
}
// Method to validate the quality string.
bool FastQFile::validateQualityString(int offset)
{
bool valid = true;
if(myQualityString.Length() > (int)(myQualPerCycle.size()))
{
myQualPerCycle.resize(myQualityString.Length());
myCountPerCycle.resize(myQualityString.Length());
}
// For each character in the line, verify that it is ascii > 32.
for(int i=offset; i < myQualityString.Length(); i++)
{
if(myQualityString[i] <= 32)
{
myErrorString = "Invalid character ('";
myErrorString += myQualityString[i];
myErrorString += "') in quality string.";
reportErrorOnLine();
valid = false;
// If enough errors, quit before reading any more.
if(isTimeToQuit())
{
return(false);
}
}
else
{
myQualPerCycle[i] += BaseUtilities::getPhredBaseQuality(myQualityString[i]);
myCountPerCycle[i] += 1;
}
}
return(valid);
}
// Helper method for printing the contents of myErrorString. It will
// only print the errors until the maximum number of reportable errors is
// reached.
void FastQFile::reportErrorOnLine()
{
// Increment the total number of errors.
myNumErrors++;
// Only display the first X number of errors.
if(myNumErrors <= myNumPrintableErrors)
{
// Write the error with the line number.
char buffer[100];
sprintf(buffer, "ERROR on Line %u: ", myLineNum);
std::string message = buffer;
message += myErrorString.c_str();
logMessage(message.c_str());
}
}
// Reset member data that is unique for each fastQFile.
void FastQFile::reset()
{
// Each fastq file processing needs to also reset the member data for each
// sequence.
resetForEachSequence();
myNumErrors = 0; // per fastqfile
myLineNum = 0; // per fastqfile
myFileName.SetLength(0); // reset the filename string.
myIdentifierMap.clear(); // per fastqfile
myBaseComposition.clear(); // clear the base composition.
myQualPerCycle.clear();
myCountPerCycle.clear();
myFileProblem = false;
}
// Reset the member data that is unique for each sequence.
void FastQFile::resetForEachSequence()
{
myLineBuffer.SetLength(0);
myErrorString.SetLength(0);
myRawSequence.SetLength(0);
mySequenceIdLine.SetLength(0);
mySequenceIdentifier.SetLength(0);
myPlusLine.SetLength(0);
myQualityString.SetLength(0);
myTempPartialQuality.SetLength(0);
}
void FastQFile::logMessage(const char* logMessage)
{
// Write the message if they are not disabled.
if(!myDisableMessages)
{
std::cout << logMessage << std::endl;
}
}
// Determine if it is time to quit by checking if we are to quit after a
// certain number of errors and that many errors have been encountered.
bool FastQFile::isTimeToQuit()
{
// It is time to quit if we are to quit after a certain number of errors
// and that many errors have been encountered.
if((myMaxErrors != -1) && (myNumErrors >= myMaxErrors))
{
return(true);
}
return(false);
}
void FastQFile::printAvgQual()
{
std::cout << std::endl << "Average Phred Quality by Read Index (starts at 0):" << std::endl;
std::cout.precision(2);
std::cout << std::fixed << "Read Index\tAverage Quality"
<< std::endl;
if(myQualPerCycle.size() != myCountPerCycle.size())
{
// This is a code error and should NEVER happen.
std::cerr << "ERROR calculating the average Qualities per cycle\n";
}
double sumQual = 0;
double count = 0;
double avgQual = 0;
for(unsigned int i = 0; i < myQualPerCycle.size(); i++)
{
avgQual = 0;
if(myCountPerCycle[i] != 0)
{
avgQual = myQualPerCycle[i] / (double)(myCountPerCycle[i]);
}
std::cout << i << "\t" << avgQual << "\n";
sumQual += myQualPerCycle[i];
count += myCountPerCycle[i];
}
std::cout << std::endl;
avgQual = 0;
if(count != 0)
{
avgQual = sumQual / count;
}
std::cout << "Overall Average Phred Quality = " << avgQual << std::endl;
}
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