import pynini from fun_text_processing.text_normalization.en.graph_utils import DAMO_NOT_QUOTE, GraphFst, delete_space from pynini.lib import pynutil class DecimalFst(GraphFst): """ Finite state transducer for verbalizing decimal, e.g. decimal { negative: "true" integer_part: "1" morphosyntactic_features: "," fractional_part: "26" } -> -1,26 e.g. decimal { negative: "true" integer_part: "1" morphosyntactic_features: "." fractional_part: "26" } -> -1.26 e.g. decimal { negative: "false" integer_part: "1" morphosyntactic_features: "," fractional_part: "26" quantity: "millón" } -> 1,26 millón e.g. decimal { negative: "false" integer_part: "2" quantity: "millones" } -> 2 millones """ def __init__(self): super().__init__(name="decimal", kind="verbalize") optionl_sign = pynini.closure(pynini.cross("negative: \"true\"", "-") + delete_space, 0, 1) integer = ( pynutil.delete("integer_part:") + delete_space + pynutil.delete("\"") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete("\"") ) optional_integer = pynini.closure(integer + delete_space, 0, 1) decimal_point = pynini.cross("morphosyntactic_features: \",\"", ",") decimal_point |= pynini.cross("morphosyntactic_features: \".\"", ".") fractional = ( decimal_point + delete_space + pynutil.delete("fractional_part:") + delete_space + pynutil.delete("\"") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete("\"") ) optional_fractional = pynini.closure(fractional + delete_space, 0, 1) quantity = ( pynutil.delete("quantity:") + delete_space + pynutil.delete("\"") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete("\"") ) optional_quantity = pynini.closure(pynutil.insert(" ") + quantity + delete_space, 0, 1) graph = optional_integer + optional_fractional + optional_quantity self.numbers = graph graph = optionl_sign + graph delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()