Mercurial > repos > jaredgk > ppp_vcfphase
changeset 4:901857c9b24f draft
Uploaded
author | jaredgk |
---|---|
date | Wed, 17 Oct 2018 17:30:37 -0400 |
parents | d1e3db7f6521 |
children | 86a9d8d5b291 |
files | plink.py |
diffstat | 1 files changed, 214 insertions(+), 0 deletions(-) [+] |
line wrap: on
line diff
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/plink.py Wed Oct 17 17:30:37 2018 -0400 @@ -0,0 +1,214 @@ +import os +import sys +import subprocess +import shutil +import argparse +import glob +import copy +import logging +import re + +# Call PPP-based scripts +sys.path.insert(0, os.path.abspath(os.path.join(os.pardir,'jared'))) + +from bcftools import convert_to_bcf +from logging_module import initLogger, logArgs + +def assign_delim_from_ids (filename, id_column = 0, default_delim = '_'): + + delim_symbols = ['-', '|', '/', '@', '&', '*', '^', '%', '$'] + + symbols_present = [] + + with open(filename, 'rU') as sample_file: + for line_pos, sample_line in enumerate(sample_file): + if line_pos > 1: + # Stores the current sample ID + sample_id = sample_line.strip().split()[id_column] + # Symbols found in the sample ID + id_symbols = re.sub(r'[a-zA-Z0-9]','', sample_id) + # Iterate the symbols from the ID + for id_symbol in iter(id_symbols): + # Check if that symbol has been stored + if id_symbol not in symbols_present: + # Store symbols + symbols_present.append(id_symbol) + + if default_delim not in symbols_present: + return default_delim + else: + for delim_symbol in delim_symbols: + if delim_symbol not in symbols_present: + return delim_symbol + + raise IOError('Cannot assign plink delimiter') + +def convert_haps_to_vcf (haps_prefix, output_format, output_prefix = ''): + + # Check that input files included a haps file + if not os.path.isfile(haps_prefix + '.haps'): + # Return error message if no haps input was found + raise IOError('Unable to assign haps file. Please confirm the prefix and/or command is specified correctly') + + # Check that input files included a sample file + if not os.path.isfile(haps_prefix + '.sample'): + # Return error message if no sample input was found + raise IOError('Unable to assign sample file. Please confirm the prefix and/or command is specified correctly') + + haps_input_args = ['--haps', haps_prefix + '.haps', 'ref-first', '--sample', haps_prefix + '.sample'] + + # If no output_prefix is assigned, use haps_prefix + if not output_prefix: + output_prefix = haps_prefix + + plink_delim = assign_delim_from_ids(haps_prefix + '.sample') + + if output_format == 'vcf': + haps_output_args = ['--recode', 'vcf-iid', 'id-delim=' + plink_delim, '--out', output_prefix] + + elif output_format == 'vcf.gz': + haps_output_args = ['--recode', 'vcf-iid', 'bgz', 'id-delim=' + plink_delim, '--out', output_prefix] + + elif output_format == 'bcf': + haps_output_args = ['--recode', 'vcf-iid', 'bgz', 'id-delim=' + plink_delim, '--out', output_prefix] + + else: + raise IOError('Unknown file format. This error should NOT show up') + + # Call plink2 + standard_plink2_call(haps_input_args + haps_output_args) + + # Convert VCFGZ to BCF, as PLINK cannot directly create a BCF + if output_format == 'bcf': + # Convert to BCF + convert_to_bcf(output_prefix + '.vcf.gz', output_prefix) + +def check_plink_for_errors (plink_stderr): + ''' + Checks the plink stderr for errors + + Parameters + ---------- + plink_stderr : str + plink stderr + + Raises + ------ + IOError + If plink stderr returns an error + ''' + + # Print output if error found. Build up as errors are discovered + if plink_stderr: + raise Exception(plink_stderr) + +def standard_plink2_call (plink2_call_args): + ''' + Standard call of plink2 + + The function calls plink2. Returns the stderr of plink to create a log + file of the call. + + Parameters + ---------- + plink2_call_args : list + plink2 arguments + + Raises + ------ + Exception + If plink2 stderr returns an error + ''' + + + # plink subprocess call + plink2_call = subprocess.Popen(['plink2'] + list(map(str, plink2_call_args)), stdout=subprocess.PIPE, stderr=subprocess.PIPE) + + # Wait for plink to finish + plink2_out, plink2_err = plink2_call.communicate() + + # Check if code is running in python 3 + if sys.version_info[0] == 3: + # Convert bytes to string + plink2_out = plink2_out.decode() + plink2_err = plink2_err.decode() + + logging.info('plink2 call complete') + + # Check that the log file was created correctly + check_plink_for_errors(plink2_err) + +def standard_plink_call (plink_call_args): + ''' + Standard call of plink + + The function calls plink. Returns the stderr of plink to create a log + file of the call. + + Parameters + ---------- + plink_call_args : list + plink arguments + + Raises + ------ + Exception + If plink stderr returns an error + ''' + + # plink subprocess call + plink_call = subprocess.Popen(['plink'] + list(map(str, plink_call_args)), stdout=subprocess.PIPE, stderr=subprocess.PIPE) + + # Wait for plink to finish + plink_out, plink_err = plink_call.communicate() + + # Check if code is running in python 3 + if sys.version_info[0] == 3: + # Convert bytes to string + plink_out = plink_out.decode() + plink_err = plink_err.decode() + + logging.info('plink call complete') + + # Check that the log file was created correctly + check_plink_for_errors(plink_err) + +def call_plink (plink_call_args, output_prefix, output_format): + ''' + Determines which version of plink (plink1.9 vs. plink2a) to call + + The function is required for the plink wrapper to determine the needed + plink version and also automates conversion to BCF, which both versions + of plink do not support. + + Parameters + ---------- + plink_call_args : list + plink arguments + output_prefix : str + Output prefix for non-plink conversions + output_format : str + Output format for non-plink conversions + + ''' + + # Check if the call requries plink2 to operate. This function should be + # removed once plink2 is out of alpha + if '--haps' in plink_input_args: + # Convert vcf id system for plink 1.9 to plink 2 + if 'vcf-iid' in plink_call_args: + format_index = plink_call_args.index('vcf-iid') + plink_call_args[format_index:format_index + 1] = ['vcf', 'id-paste=fid'] + + # Call the plink2 subprocess function + standard_plink2_call(plink_call_args) + + # Call plink1.9 + else: + # Call the plink subprocess function + standard_plink_call(plink_call_args) + + # Convert VCFGZ to BCF, as PLINK cannot directly create a BCF + if output_format == 'bcf': + # Convert to BCF + convert_to_bcf(output_prefix + '.vcf.gz', output_format)