Mercurial > repos > greg > gregs_test_repo
diff filtering.py @ 0:4f07f3a33605
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author | greg |
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date | Fri, 15 Jul 2011 09:41:23 -0400 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/filtering.py Fri Jul 15 09:41:23 2011 -0400 @@ -0,0 +1,128 @@ +#!/usr/bin/env python +# This tool takes a tab-delimited text file as input and creates filters on columns based on certain properties. +# The tool will skip over invalid lines within the file, informing the user about the number of lines skipped. + +from __future__ import division +import sys, re, os.path +from galaxy import eggs + +# Older py compatibility +try: + set() +except: + from sets import Set as set + +assert sys.version_info[:2] >= ( 2, 4 ) + +def get_operands( filter_condition ): + # Note that the order of all_operators is important + items_to_strip = ['+', '-', '**', '*', '//', '/', '%', '<<', '>>', '&', '|', '^', '~', '<=', '<', '>=', '>', '==', '!=', '<>', ' and ', ' or ', ' not ', ' is ', ' is not ', ' in ', ' not in '] + for item in items_to_strip: + if filter_condition.find( item ) >= 0: + filter_condition = filter_condition.replace( item, ' ' ) + operands = set( filter_condition.split( ' ' ) ) + return operands + +def stop_err( msg ): + sys.stderr.write( msg ) + sys.exit() + +in_fname = sys.argv[1] +out_fname = sys.argv[2] +cond_text = sys.argv[3] +try: + in_columns = int( sys.argv[4] ) + assert sys.argv[5] #check to see that the column types varaible isn't null + in_column_types = sys.argv[5].split( ',' ) +except: + stop_err( "Data does not appear to be tabular. This tool can only be used with tab-delimited data." ) + +# Unescape if input has been escaped +mapped_str = { + '__lt__': '<', + '__le__': '<=', + '__eq__': '==', + '__ne__': '!=', + '__gt__': '>', + '__ge__': '>=', + '__sq__': '\'', + '__dq__': '"', +} +for key, value in mapped_str.items(): + cond_text = cond_text.replace( key, value ) + +# Attempt to determine if the condition includes executable stuff and, if so, exit +secured = dir() +operands = get_operands(cond_text) +for operand in operands: + try: + check = int( operand ) + except: + if operand in secured: + stop_err( "Illegal value '%s' in condition '%s'" % ( operand, cond_text ) ) + +# Prepare the column variable names and wrappers for column data types +cols, type_casts = [], [] +for col in range( 1, in_columns + 1 ): + col_name = "c%d" % col + cols.append( col_name ) + col_type = in_column_types[ col - 1 ] + type_cast = "%s(%s)" % ( col_type, col_name ) + type_casts.append( type_cast ) + +col_str = ', '.join( cols ) # 'c1, c2, c3, c4' +type_cast_str = ', '.join( type_casts ) # 'str(c1), int(c2), int(c3), str(c4)' +assign = "%s = line.split( '\\t' )" % col_str +wrap = "%s = %s" % ( col_str, type_cast_str ) +skipped_lines = 0 +first_invalid_line = 0 +invalid_line = None +lines_kept = 0 +total_lines = 0 +out = open( out_fname, 'wt' ) + +# Read and filter input file, skipping invalid lines +code = ''' +for i, line in enumerate( file( in_fname ) ): + total_lines += 1 + line = line.rstrip( '\\r\\n' ) + if not line or line.startswith( '#' ): + skipped_lines += 1 + if not invalid_line: + first_invalid_line = i + 1 + invalid_line = line + continue + try: + %s + %s + if %s: + lines_kept += 1 + print >> out, line + except: + skipped_lines += 1 + if not invalid_line: + first_invalid_line = i + 1 + invalid_line = line +''' % ( assign, wrap, cond_text ) + +valid_filter = True +try: + exec code +except Exception, e: + out.close() + if str( e ).startswith( 'invalid syntax' ): + valid_filter = False + stop_err( 'Filter condition "%s" likely invalid. See tool tips, syntax and examples.' % cond_text ) + else: + stop_err( str( e ) ) + +if valid_filter: + out.close() + valid_lines = total_lines - skipped_lines + print 'Filtering with %s, ' % cond_text + if valid_lines > 0: + print 'kept %4.2f%% of %d lines.' % ( 100.0*lines_kept/valid_lines, total_lines ) + else: + print 'Possible invalid filter condition "%s" or non-existent column referenced. See tool tips, syntax and examples.' % cond_text + if skipped_lines > 0: + print 'Skipped %d invalid lines starting at line #%d: "%s"' % ( skipped_lines, first_invalid_line, invalid_line )