<s> """<STR_LIT>""" <EOL> from __future__ import print_function <EOL> from __future__ import unicode_literals <EOL> from __future__ import division <EOL> from __future__ import absolute_import <EOL> import six <EOL> import configobj <EOL> from collections import defaultdict <EOL> from itertools import count as count_up <EOL> from toolz import remove <EOL> from pyexperiment . utils . HierarchicalMapping import HierarchicalOrderedDict <EOL> def convert_spec ( spec ) : <EOL> """<STR_LIT>""" <EOL> config = configobj . ConfigObj ( configspec = spec ) <EOL> return config . configspec <EOL> def conf_to_ohm ( conf , ohm = None , section_name = '<STR_LIT>' ) : <EOL> """<STR_LIT>""" <EOL> if conf is None : <EOL> return HierarchicalOrderedDict ( ) <EOL> if ohm is None : <EOL> ohm = HierarchicalOrderedDict ( ) <EOL> for key , value in conf . items ( ) : <EOL> if not section_name == '<STR_LIT>' : <EOL> new_key = ( section_name + <EOL> HierarchicalOrderedDict . SECTION_SEPARATOR + <EOL> key ) <EOL> else : <EOL> new_key = key <EOL> if not isinstance ( value , configobj . Section ) : <EOL> ohm [ new_key ] = value <EOL> else : <EOL> conf_to_ohm ( value , <EOL> ohm = ohm , <EOL> section_name = new_key ) <EOL> return ohm <EOL> def sort_ohm ( ohm ) : <EOL> """<STR_LIT>""" <EOL> first_level = lambda k : len ( k [ <NUM_LIT:0> ] . split ( ohm . SECTION_SEPARATOR ) ) == <NUM_LIT:1> <EOL> leveled_items = remove ( first_level , ohm . items ( ) ) <EOL> first_level_items = [ item for item in ohm . items ( ) if first_level ( item ) ] <EOL> return first_level_items + sorted ( leveled_items , <EOL> key = lambda k : k [ <NUM_LIT:0> ] . split ( <EOL> ohm . SECTION_SEPARATOR ) ) <EOL> def ohm_to_spec_list ( ohm , value_transform = lambda x : x ) : <EOL> """<STR_LIT>""" <EOL> spec = [ ] <EOL> level_start = "<STR_LIT:[>" <EOL> level_stop = "<STR_LIT:]>" <EOL> sorted_items = sort_ohm ( ohm ) <EOL> def skip_to_header ( spec , section_header ) : <EOL> """<STR_LIT>""" <EOL> index = spec . index ( section_header ) <EOL> for elem in spec [ index : ] : <EOL> if not elem [ <NUM_LIT:0> ] == six . b ( '<STR_LIT:[>' ) [ <NUM_LIT:0> ] : <EOL> continue <EOL> else : <EOL> index += <NUM_LIT:1> <EOL> return index <EOL> for key , value in sorted_items : <EOL> split_key = key . split ( ohm . SECTION_SEPARATOR ) <EOL> index = None <EOL> if len ( split_key ) > <NUM_LIT:1> : <EOL> for level , part in zip ( count_up ( <NUM_LIT:1> ) , split_key [ : - <NUM_LIT:1> ] ) : <EOL> section_header = ( level * level_start + <EOL> part + <EOL> level * level_stop ) . encode ( ) <EOL> if section_header in spec : <EOL> index = skip_to_header ( spec , section_header ) <EOL> continue <EOL> else : <EOL> spec += [ section_header ] <EOL> index = skip_to_header ( spec , section_header ) <EOL> spec_entry = ( split_key [ - <NUM_LIT:1> ] + <EOL> "<STR_LIT>" + <EOL> value_transform ( value ) ) <EOL> if index is None : <EOL> spec += [ spec_entry . encode ( ) ] <EOL> else : <EOL> spec . insert ( index + <NUM_LIT:1> , spec_entry . encode ( ) ) <EOL> return spec <EOL> def ohm_to_spec ( ohm ) : <EOL> """<STR_LIT>""" <EOL> spec_type = defaultdict ( lambda : "<STR_LIT:string>" , <EOL> [ ( type ( <NUM_LIT:3> ) , "<STR_LIT>" ) , <EOL> ( type ( "<STR_LIT>" ) , "<STR_LIT:string>" ) , <EOL> ( type ( True ) , "<STR_LIT>" ) , <EOL> ( type ( <NUM_LIT> ) , "<STR_LIT:float>" ) , <EOL> ( tuple , "<STR_LIT>" ) ] ) <EOL> value_transform = lambda value : ( spec_type [ type ( value ) ] + <EOL> ( "<STR_LIT>" % value <EOL> if not ( isinstance ( value , tuple ) or <EOL> isinstance ( value , list ) ) <EOL> else "<STR_LIT>" % str ( <EOL> tuple ( value ) ) ) ) <EOL> return ohm_to_spec_list ( ohm , value_transform ) </s>
