Mercurial > repos > jaredgk > ppp_vcfphase
view vcftools.py @ 5:86a9d8d5b291 draft default tip
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author | jaredgk |
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date | Wed, 17 Oct 2018 17:34:34 -0400 |
parents | d1e3db7f6521 |
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import os import sys import logging import subprocess sys.path.insert(0, os.path.abspath(os.path.join(os.pardir,'jared'))) from vcf_reader_func import checkFormat from bcftools import check_bcftools_for_errors def check_bgzip_for_errors (bgzip_stderr): ''' Checks the bgzip stderr for errors Parameters ---------- bgzip_stderr : str bgzip stderr Raises ------ IOError If bgzip stderr returns an error ''' if bgzip_stderr: raise IOError('Error occured while compressing the vcf file') def bgzip_decompress_vcfgz (vcfgz_filename, out_prefix = '', keep_original = False): ''' Converts a vcf.gz to vcf The function automates bgzip to decompress a vcf.gz file into a vcf Parameters ---------- vcfgz_filename : str The file name of the vcf.gz file to be decompressed out_prefix : str Output file prefix (i.e. filename without extension) keep_original : bool Specifies if the original file should be kept Raises ------ IOError Error in creating the compressed file ''' # Run bgzip with stdout piped to file if keep_original or out_prefix: if out_prefix: # Assign the bgzip filename vcf_filename = out_prefix + '.vcf' else: # Seperate into path and filename split_path, split_filename = os.path.split(vcfgz_filename) # Remove any file extensions vcf_basename = split_filename.split(os.extsep)[0] + '.vcf' # Join path and filename vcf_filename = os.path.join(split_path, vcf_basename) # Create the output file vcf_file = open(vcf_filename, 'w') # bgzip subprocess call bgzip_call = subprocess.Popen(['bgzip', '-dc', vcfgz_filename], stdout = vcf_file, stderr = subprocess.PIPE) # Run bgzip normally else: # bgzip subprocess call bgzip_call = subprocess.Popen(['bgzip', '-d', vcfgz_filename], stdout = subprocess.PIPE, stderr = subprocess.PIPE) # Save the stdout and stderr from bgzip bgzip_out, bgzip_err = bgzip_call.communicate() # Check that output file was compressed correctly check_bgzip_for_errors(bgzip_err) # Delete input when also using an output prefix if out_prefix and not keep_original: os.remove(vcfgz_filename) def bgzip_compress_vcf (vcf_filename, out_prefix = '', keep_original = False): ''' Converts a vcf to vcf.gz The function automates bgzip to compress a vcf file into a vcf.gz Parameters ---------- vcf_filename : str The file name of the vcf file to be compressed keep_original : bool Specifies if the original file should be kept Raises ------ IOError Error in creating the compressed file ''' # Compress and keep the original file if keep_original or out_prefix: if out_prefix: # Assign the filename vcfgz_filename = out_prefix + '.vcf.gz' else: # Seperate into path and filename split_path, split_filename = os.path.split(vcfgz_filename) # Remove any file extensions vcfgz_basename = split_filename.split(os.extsep)[0] + '.vcf.gz' # Join path and filename vcfgz_filename = os.path.join(split_path, vcfgz_basename) # Create the output file vcfgz_file = open(vcfgz_filename, 'w') # bgzip subprocess call bgzip_call = subprocess.Popen(['bgzip', '-c', vcf_filename], stdout = vcfgz_file, stderr = subprocess.PIPE) # Compress and do not keep the original file else: # bgzip subprocess call bgzip_call = subprocess.Popen(['bgzip', vcf_filename], stdout = subprocess.PIPE, stderr = subprocess.PIPE) # Save the stdout and stderr from bgzip bgzip_out, bgzip_err = bgzip_call.communicate() # Check that output file was compressed correctly check_bgzip_for_errors(bgzip_err) def cvt_vcftools_site_to_bed (vcftools_out_str): # Check if str in the header if 'CHROM' not in vcftools_out_str or 'POS' not in vcftools_out_str: # Split the line into a list vcftools_out_data = vcftools_out_str.strip().split('\t') # Convert the chromStart to int vcftools_out_data[1] = int(vcftools_out_data[1]) # Calc chromEnd chrom_end = vcftools_out_data[1] + 1 # Add chrom_end to the list vcftools_out_data = vcftools_out_data + [chrom_end] # Return the list as a string (with newline element) return '\t'.join(map(str, vcftools_out_data)) + '\n' else: # Remove the header return '' def pipe_vcftools (vcftools_call_args): ''' Calls vcftools with pipe output The output of this function is the stdout and stderr of vcftools. This function should only be used if vcftools is being used as the stdin of another function. Please note that this function does not check the for errors in the vcftools call. Please check for errors after the call is closed using check_vcftools_for_errors. Parameters ---------- vcftools_call_args : list vcftools arguments Returns ------- vcftools_call : subprocess.Popen vcftools subprocess call vcftools_call.stdout : PIPE vcftools stdout PIPE (Results) vcftools_call.stderr : PIPE vcftools stderr PIPE (Log) ''' # vcftools subprocess call vcftools_call = subprocess.Popen(['vcftools', '--stdout'] + list(map(str, vcftools_call_args)), stdout=subprocess.PIPE, stderr=subprocess.PIPE) return vcftools_call def pipe_vcftools_to_bed_file (vcftools_call_args, output_filename): ''' Pipes site-file output of vcftools to a bed formmated file The purpose of this function is to avoid creating large uncompressed vcf files by directly piping the output of vcftools to bgzip. This results in creating a vcf.gz file without any intermediates. Parameters ---------- vcftools_call_args : list vcftools arguments output_filename : str Filename of the bed file ''' # Open vcftools pipe vcftools_call = pipe_vcftools(vcftools_call_args) # Create the bed file bed_output = open(output_filename, 'w') try: # Iterate the vcftools stdout unless error occurs for vcftools_stdout_line in iter(vcftools_call.stdout.readline, b''): bed_output.write(cvt_vcftools_site_to_bed(vcftools_stdout_line)) # Close the bed file bed_output.close() except: # Close the bed file bed_output.close() # Delete the file os.remove(output_filename) # Wait for vctools to finish vcftools_call.wait() # Close the vcftools stdout vcftools_call.stdout.close() # Read the vcftools stderr vcftools_stderr = vcftools_call.stderr.read() # Check if code is running in python 3 if sys.version_info[0] == 3: # Convert bytes to string vcftools_stderr = vcftools_stderr.decode() # Check that the log file was created correctly check_vcftools_for_errors(vcftools_stderr) logging.info('vcftools call complete') return vcftools_stderr def pipe_vcftools_bgzip (vcftools_call_args, output_filename): ''' Pipes the output of vcftools to bgzip The purpose of this function is to avoid creating large uncompressed vcf files by directly piping the output of vcftools to bgzip. This results in creating a vcf.gz file without any intermediates. Parameters ---------- vcftools_call_args : list vcftools arguments output_filename : str Filename of the compressed vcf file ''' vcftools_call = pipe_vcftools(vcftools_call_args) # Create bgzip output file bgzip_output = open(output_filename, 'wb') # bgzip subprocess call bgzip_call = subprocess.Popen(['bgzip'], stdin = vcftools_call.stdout, stdout = bgzip_output, stderr = subprocess.PIPE) # Wait for vctools to finish vcftools_call.wait() # Close the vcftools stdout vcftools_call.stdout.close() # Read the vcftools stderr vcftools_stderr = vcftools_call.stderr.read() # Check if code is running in python 3 if sys.version_info[0] == 3: # Convert bytes to string vcftools_stderr = vcftools_stderr.decode() # Check that the log file was created correctly check_vcftools_for_errors(vcftools_stderr) # Wait for bgzip to finish bgzip_call.wait() # Close the compressed vcf file bgzip_output.close() # Save the stderr from bgzip, stdout = None bgzip_stdout, bgzip_stderr = bgzip_call.communicate() # Check if code is running in python 3 if sys.version_info[0] == 3: # Convert bytes to string bgzip_stderr = bgzip_stderr.decode() # Check that output file was compressed correctly check_bgzip_for_errors(bgzip_stderr) logging.info('vcftools and bgzip calls complete') return vcftools_stderr def pipe_vcftools_bcftools (vcftools_call_args, output_filename): ''' Pipes the output of vcftools to bcftools The purpose of this function is to avoid the vcftools command --recode-bcf that may result in malformed BCF files. To avoid large uncompressed intermediates, this function pipes the stdout of vcftools to bcftools. Parameters ---------- vcftools_call_args : list vcftools arguments output_filename : str Filename of the BCF file ''' vcftools_call = pipe_vcftools(vcftools_call_args) # Holds the arguments to convert to BCF format convert_args = ['view', '-O', 'b'] # Assigns the output file to the arguments convert_args.extend(['-o', output_filename]) # bcftools subprocess call bcftools_call = subprocess.Popen(['bcftools'] + convert_args, stdin = vcftools_call.stdout, stdout = subprocess.PIPE, stderr = subprocess.PIPE) # Wait for vctools to finish vcftools_call.wait() # Close the vcftools stdout vcftools_call.stdout.close() # Read the vcftools stderr vcftools_stderr = vcftools_call.stderr.read() # Check if code is running in python 3 if sys.version_info[0] == 3: # Convert bytes to string vcftools_stderr = vcftools_stderr.decode() # Check that the log file was created correctly check_vcftools_for_errors(vcftools_stderr) # Wait for bgzip to finish bcftools_call.wait() # Save the stderr from bgzip, stdout = None bcftools_stdout, bcftools_stderr = bcftools_call.communicate() # Check if code is running in python 3 if sys.version_info[0] == 3: # Convert bytes to string bcftools_stderr = bcftools_stderr.decode() # Check that output file was compressed correctly check_bcftools_for_errors(bcftools_stderr) logging.info('vcftools and bcftools calls complete') return vcftools_stderr def pipe_vcftools_to_file (vcftools_call_args, output_filename, append_output = False): ''' Pipes file output of vcftools to a standard file The function calls vcftools. Returns the stderr of vcftools to create log file of the call. The function may be used to append multiple calls to vcftools to a single file Parameters ---------- vcftools_call_args : list vcftools arguments append_output : bool The output file should be written in append mode Returns ------- vcftools_err : str vcftools log output Raises ------ Exception If vcftools stderr returns an error ''' # Open vcftools pipe vcftools_call = pipe_vcftools(vcftools_call_args) # Check if the output should be opened in append mode if append_output: # Create the output file (in append mode) output_file = open(output_filename, 'a') else: # Create the output file (in write mode) output_file = open(output_filename, 'w') try: # Create iterator of the vcftools stdout stdout_iter = iter(vcftools_call.stdout.readline, b'') # Check if the output is being appended and the file is empty if append_output and os.stat(output_filename).st_size != 0: # Skip the header if the file isn't empty and appending next(stdout_iter) # Iterate the vcftools stdout for vcftools_stdout_line in stdout_iter: # Check if code is running in python 3 if sys.version_info[0] == 3: # Convert bytes to string vcftools_stdout_line = vcftools_stdout_line.decode() output_file.write(vcftools_stdout_line) # Close the bed file output_file.close() except: # Close the bed file output_file.close() # Delete the file os.remove(output_filename) raise Exception('vcftools to python pipe error') # Wait for vctools to finish vcftools_call.wait() # Close the vcftools stdout vcftools_call.stdout.close() # Read the vcftools stderr vcftools_stderr = vcftools_call.stderr.read() # Check if code is running in python 3 if sys.version_info[0] == 3: # Convert bytes to string vcftools_stderr = vcftools_stderr.decode() # Check that the log file was created correctly check_vcftools_for_errors(vcftools_stderr) logging.info('vcftools call complete') return vcftools_stderr def standard_vcftools_call (vcftools_call_args): ''' Calls vcftools The function calls vcftools. Returns the stderr of vcftools to create log file of the call. Parameters ---------- vcftools_call_args : list vcftools arguments Returns ------- vcftools_out : str vcftools call output vcftools_err : str vcftools log output Raises ------ Exception If vcftools stderr returns an error ''' # vcftools subprocess call without stdout vcftools_call = subprocess.Popen(['vcftools'] + list(map(str, vcftools_call_args)), stdout=subprocess.PIPE, stderr=subprocess.PIPE) # Wait for vcftools to finish vcftools_stdout, vcftools_stderr = vcftools_call.communicate() # Check if code is running in python 3 if sys.version_info[0] == 3: # Convert bytes to string vcftools_stderr = vcftools_stderr.decode() logging.info('vcftools call complete') # Check that the log file was created correctly check_vcftools_for_errors(vcftools_stderr) return vcftools_stderr def call_vcftools (vcftools_call_args, output_format = None, output_filename = None): ''' Calls vcftools The function calls vcftools. Returns the stderr of vcftools to create log file of the call. Parameters ---------- vcftools_call_args : list vcftools arguments output_format : str The output format output_filename : str The output filename assigned by vcftools (for piped calls) Returns ------- vcftools_out : str vcftools call output vcftools_err : str vcftools log output Raises ------ Exception If vcftools stderr returns an error ''' # Check if the output is a bgzipped vcf if output_format == 'vcf.gz': # Pipe vcftools stdout to bgzip to create a bgzipped vcf vcftools_err = pipe_vcftools_bgzip(vcftools_call_args, output_filename) # Check if the output is a bcf elif output_format == 'bcf': # Pipe vcftools stdout to bgzip to create a bgzipped vcf vcftools_err = pipe_vcftools_bcftools(vcftools_call_args, output_filename) elif output_format == 'removed_bed' or output_format == 'kept_bed': # Pipe vcftools stdout to bed file vcftools_err = pipe_vcftools_to_bed_file(vcftools_call_args, output_filename) elif output_format == 'het-fis': vcftools_err = pipe_vcftools_to_file(vcftools_call_args, output_filename, append_output = True) else: # Call vcftools under standard conditions vcftools_err = standard_vcftools_call(vcftools_call_args) # Return the log return vcftools_err def check_for_vcftools_output (vcftools_output): ''' Checks for the previous vcftools output Confirms that neither a previous vcftools log or output file exists. Parameters ---------- vcftools_output : str Specifies the output filename to be checked Raises ------ IOError If the vcftools output file exists IOError If the vcftools log file exists ''' # Check if output file already exists if os.path.isfile(vcftools_output): raise IOError('VCF output file already exists') logging.info('Output file assigned') # Check if log file already exists if os.path.isfile(vcftools_output + '.log'): raise IOError('Log file already exists') logging.info('Log file assigned') def delete_vcftools_output (vcftools_output): ''' Deletes previous vcftools output Confirms if previous vcftools output exists, and if so, deletes it Parameters ---------- vcftools_output : str Specifies the output filename to be deleted Raises ------ IOError If the vcftools output cannot be deleted IOError If the vcftools log cannot be deleted ''' # Check if output file already exists if os.path.isfile(vcftools_output): try: # Delete the output os.remove(vcftools_output) except: raise IOError('VCF output file cannot be deleted') logging.info('Output file assigned') # Check if log file already exists if os.path.isfile(vcftools_output + '.log'): try: # Delete the output os.remove(vcftools_output + '.log') except: raise IOError('Log file cannot be deleted') logging.info('Log file assigned') def check_vcftools_for_errors (vcftools_stderr): ''' Checks the vcftools stderr for errors Parameters ---------- vcftools_stderr : str vcftools stderr Raises ------ IOError If vcftools stderr returns an error ''' # Returns True if the job completed without error if 'Run Time' in str(vcftools_stderr): pass # Print output for vcftools if error is detected elif 'Error' in str(vcftools_stderr): # Splits log into list of lines vcftools_stderr_lines = vcftools_stderr.splitlines() # Prints the error(s) raise Exception('\n'.join((output_line for output_line in vcftools_stderr_lines if output_line.startswith('Error')))) # Print output if not completed and no error found. Unlikely to be used, but included. else: raise Exception(vcftools_stderr) def produce_vcftools_output (output, filename, append_mode = False, strip_header = False): ''' Creates the vcftools output file This function will create an output file from the vcftools stdout. Please run `check_vcftools_for_errors` prior to check that vcftools finished without error. Parameters ---------- output : str vcftools stdout filename : str Specifies the filename for the output file append_mode : bool Used to create a single output file from multiple calls strip_header : bool Used to remove the header if not needed Returns ------- output : file vcftools output file ''' # Check if the header should be stripped if strip_header: output = ''.join(output.splitlines(True)[1:]) # Check if single log file is required from multiple calls if append_mode: vcftools_log_file = open(filename,'a') else: vcftools_log_file = open(filename,'w') vcftools_log_file.write(str(output)) vcftools_log_file.close() def produce_vcftools_log (output, filename, append_mode = False): ''' Creates the vcftools log file This function will create a log file from the vcftools stderr. Please run `check_vcftools_for_errors` prior to check that vcftools finished without error. Parameters ---------- output : str vcftools stderr filename : str Specifies the filename for the log file append_mode : bool Used to create a single log file from multiple calls Returns ------- output : file vcftools log file ''' # Check if single log file is required from multiple calls if append_mode: vcftools_log_file = open(filename + '.log','a') else: vcftools_log_file = open(filename + '.log','w') vcftools_log_file.write(str(output)) vcftools_log_file.close() def assign_vcftools_input_arg (filename): ''' Confirms file format for vcftools Parameters ---------- filename : str Specifies the input filename of unknown format Returns ------- list Returns vcftools input command for `filename` Raises ------ IOError If filename is an unknown file format ''' # True if file extensions is recognized by vcftools if filename.endswith('.vcf') or filename.endswith('.vcf.gz') or filename.endswith('.bcf'): # Assign the associated input command if filename.endswith('.vcf'): return ['--vcf', filename] elif filename.endswith('.vcf.gz'): return ['--gzvcf', filename] elif filename.endswith('.bcf'): return ['--bcf', filename] # True if file extension is unknown or not recognized else: # Checks if the file is unzipped, bgzipped, or gzipped vcfname_format = checkFormat(filename) # Assign the associated input command, or return an error. if vcfname_format == 'vcf': return ['--vcf', filename] elif vcfname_format == 'bgzip': return ['--gzvcf', filename] elif vcfname_format == 'bcf': return ['--bcf', filename] else: raise Exception('Unknown VCF file format')