code: def error_correction(self):
          
          logging.info('Error correcting reads')
          for sample in self.metadata:
              sample.general.trimmedcorrectedfastqfiles = [fastq.split('.fastq.gz')[0] + '_trimmed_corrected.fastq.gz'
                                                           for fastq in sorted(sample.general.fastqfiles)]
              try:
                  if not os.path.isfile(sample.general.trimmedcorrectedfastqfiles[0]):
                      try:
                          out, err, cmd = bbtools.tadpole(forward_in=sorted(sample.general.trimmedfastqfiles)[0],
                                                          forward_out=sample.general.trimmedcorrectedfastqfiles[0],
                                                          returncmd=True,
                                                          mode='correct',
                                                          threads=self.cpus)
                          # Set the command in the object
                          sample[self.analysistype].errorcorrectcmd = cmd
                          write_to_logfile(out=out,
                                           err=err,
                                           logfile=self.logfile,
                                           samplelog=sample.general.logout,
                                           sampleerr=sample.general.logerr,
                                           analysislog=None,
                                           analysiserr=None)
                      except IndexError:
                          sample.general.trimmedcorrectedfastqfiles = list()
              except CalledProcessError:
                  sample.general.trimmedcorrectedfastqfiles = sample.general.trimmedfastqfiles
              except AttributeError:
                  sample.general.trimmedcorrectedfastqfiles = list()
              except IndexError:
                  sample.general.trimmedcorrectedfastqfiles = list()
docs: Use tadpole from the bbmap suite of tools to perform error correction of the reads