Datasets:
thisisanshgupta
/
Pycode

Dataset card Data Studio Files Community
text
stringlengths
0
828
return [SingleFileParserFunction(parser_function=read_dict_or_list_from_json,
streaming_mode=True, custom_name='read_dict_or_list_from_json',
supported_exts={'.json'},
supported_types={dict, list},
function_args={'conversion_finder': conversion_finder}),
MultifileCollectionParser(parser_finder)
]"
259,"def get_default_collection_converters(conversion_finder: ConversionFinder) -> List[Union[Converter[Any, dict], Converter[dict, Any]]]:
""""""
Utility method to return the default converters associated to dict (from dict to other type,
and from other type to dict)
:return:
""""""
return [ConverterFunction(from_type=List, to_type=Set, conversion_method=list_to_set, custom_name='list_to_set',
function_args={'conversion_finder': conversion_finder}),
ConverterFunction(from_type=List, to_type=Tuple, conversion_method=list_to_tuple,
custom_name='list_to_tuple', function_args={'conversion_finder': conversion_finder})]"
260,"def _get_parsing_plan_for_multifile_children(self, obj_on_fs: PersistedObject, desired_type: Type[Any],
logger: Logger) -> Dict[str, Any]:
""""""
Simply inspects the required type to find the base type expected for items of the collection,
and relies on the ParserFinder to find the parsing plan
:param obj_on_fs:
:param desired_type:
:param logger:
:return:
""""""
# nb of file children
n_children = len(obj_on_fs.get_multifile_children())
# first extract base collection type
subtypes, key_type = _extract_collection_base_type(desired_type)
if isinstance(subtypes, tuple):
# -- check the tuple length
if n_children != len(subtypes):
raise FolderAndFilesStructureError.create_for_multifile_tuple(obj_on_fs, len(subtypes),
len(obj_on_fs.get_multifile_children()))
else:
# -- repeat the subtype n times
subtypes = [subtypes] * n_children
# -- for each child create a plan with the appropriate parser
children_plan = OrderedDict()
# use sorting for reproducible results in case of multiple errors
for (child_name, child_fileobject), child_typ in zip(sorted(obj_on_fs.get_multifile_children().items()),
subtypes):
# -- use the parserfinder to find the plan
t, child_parser = self.parser_finder.build_parser_for_fileobject_and_desiredtype(child_fileobject,
child_typ, logger)
children_plan[child_name] = child_parser.create_parsing_plan(t, child_fileobject, logger,
_main_call=False)
return children_plan"
261,"def _parse_multifile(self, desired_type: Type[Union[Dict, List, Set, Tuple]], obj: PersistedObject,
parsing_plan_for_children: Dict[str, ParsingPlan], logger: Logger,
options: Dict[str, Dict[str, Any]]) \
-> Union[Dict, List, Set, Tuple]:
""""""
Options may contain a section with id 'MultifileCollectionParser' containing the following options:
* lazy_parsing: if True, the method will return immediately without parsing all the contents. Instead, the
returned collection will perform the parsing the first time an item is required.
* background_parsing: if True, the method will return immediately while a thread parses all the contents in
the background. Note that users cannot set both lazy_parsing and background_parsing to True at the same time
:param desired_type:
:param obj:
:param parsing_plan_for_children:
:param logger:
:param options:
:return:
""""""
# first get the options and check them
lazy_parsing = False
background_parsing = False
opts = self._get_applicable_options(options)
for opt_key, opt_val in opts.items():
if opt_key is 'lazy_parsing':
lazy_parsing = opt_val
elif opt_key is 'background_parsing':
background_parsing = opt_val
else:
raise Exception('Invalid option in MultiFileCollectionParser : ' + opt_key)
check_var(lazy_parsing, var_types=bool, var_name='lazy_parsing')
check_var(background_parsing, var_types=bool, var_name='background_parsing')
if lazy_parsing and background_parsing:
raise ValueError('lazy_parsing and background_parsing cannot be set to true at the same time')
if lazy_parsing:
# build a lazy dictionary
results = LazyDictionary(sorted(list(parsing_plan_for_children.keys())),
loading_method=lambda x: parsing_plan_for_children[x].execute(logger, options))
# logger.debug('Assembling a ' + get_pretty_type_str(desired_type) + ' from all children of ' + str(obj)
# + ' (lazy parsing: children will be parsed when used) ')
logger.debug('(P) {loc} : lazy parsing ON, children will be parsed only if/when used'.format(