def get_source_factor_value(raw_data, result, source_factor):
if is_sub_field(source_factor):
factor_list = build_factor_list(source_factor)
source_value_list = get_factor_value(0, factor_list, raw_data, result)
else:
source_value_list = get_value(source_factor, raw_data)
return source_value_list
def get_source_factor_value(raw_data, source_factor):
if is_sub_field(source_factor):
factor_list = build_factor_list(source_factor)
source_value_list = get_factor_value(0, factor_list, raw_data, [])
if len(source_value_list) == 1:
return source_value_list[0]
else:
return source_value_list
else:
source_value_list = get_value(source_factor, raw_data)
return source_value_list
def get_factor_value(index, factor_list, raw_data, result):
factor = factor_list[index]
data = get_value(factor, raw_data)
if type(data) is list:
for raw in data:
get_factor_value(index + 1, factor_list, raw, result)
elif type(data) is dict:
get_factor_value(index + 1, factor_list, data, result)
else:
result.append(data)
return result
def get_condition_factor_value(raw_data, where_conditions, joint_type):
if joint_type is None:
return {where_conditions[pipeline_constants.NAME].name: where_conditions[pipeline_constants.VALUE]}
else:
factor_value = {}
for condition in where_conditions:
source_factor = condition[pipeline_constants.NAME]
value = get_value(source_factor, raw_data)
factor_value[source_factor.name] = value
return factor_value
def get_factor_value(index, factor_list, raw_data, result):
# results=[]
factor = factor_list[index]
data = get_value(factor, raw_data)
if type(data) is list:
for raw in data:
get_factor_value(index + 1, factor_list, raw, result)
elif type(data) is dict:
get_factor_value(index + 1, factor_list, data, result)
else:
if data is None and factor.defaultValue is not None:
result.append(convert_factor_type(factor.defaultValue,
factor.type))
else:
result.append(data)
return result
