import pynini from fun_text_processing.text_normalization.de.taggers.decimal import quantities from fun_text_processing.text_normalization.en.graph_utils import ( DAMO_NOT_QUOTE, GraphFst, delete_preserve_order, insert_space, ) from pynini.lib import pynutil class DecimalFst(GraphFst): """ Finite state transducer for classifying decimal, e.g. decimal { negative: "true" integer_part: "elf" fractional_part: "vier null sechs" quantity: "billionen" } -> minus elf komma vier null sechs billionen decimal { integer_part: "eins" quantity: "billion" } -> eins billion """ def __init__(self, deterministic: bool = True): super().__init__(name="decimal", kind="classify", deterministic=deterministic) delete_space = pynutil.delete(" ") self.optional_sign = pynini.closure( pynini.cross('negative: "true"', "minus ") + delete_space, 0, 1 ) self.integer = ( pynutil.delete('integer_part: "') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) self.fractional_default = ( pynutil.delete('fractional_part: "') + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete('"') ) self.fractional = pynutil.insert(" komma ") + self.fractional_default self.quantity = ( delete_space + insert_space + pynutil.delete('quantity: "') + quantities + pynutil.delete('"') ) self.optional_quantity = pynini.closure(self.quantity, 0, 1) graph = self.optional_sign + ( self.integer + self.quantity | self.integer + delete_space + self.fractional + self.optional_quantity ) self.numbers = graph graph += delete_preserve_order delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()