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Python script for filtering out read quality

I have been assigned some coursework to write a python script that can filter out the read pairs where either one of the reads have a quality score below 30 from illumina sequencing reads in fastq format.

My task is to write a script that will output two files in the fastq format where one has reads that have a score above 30 and the other has read pairs where either one has a score below 30.

How should I go about approaching this problem? Thanks. (sorry for the bad english)

fastq python
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written by JohnJACK • JohnJACK

It's not completely clear where your problem is. Is it that you don't know how to do it in Python? I'd say (before one of the others does it), give us some of your ideas and someone might guide you from there. So, if it is just that the Python part is the problem, then outline the steps that you want/need to do. If it is not that, then please clarify what you're struggling with.

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written by cschu181 cschu181

How should I go about approaching this problem?

Isn't the point of assigning the course work to make you think how your should approach this problem?

At a very high level you could the following (one way and perhaps not the most efficient way):

  1. Opening R1/R2 files
  2. Reading 1 fastq record from each (I will assume you are not allowed to use biopython since this may be for basic python programming).
  3. Walk through quality score string of each read (after splitting it), convert Q score code to a numeric value, get a cumulative total and see if avg Q score is < 30.
  4. If it is discard the read pair and move on to next. If not write pair to output.
  5. Tidy up once you exhaust data.
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written by GenoMax GenoMax

Have you looked at the biopython cookbook?

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written by WouterDeCoster WouterDeCoster

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