import pynini from fun_text_processing.text_normalization.en.graph_utils import ( DAMO_NOT_QUOTE, GraphFst, delete_preserve_order, delete_space, insert_space, ) from fun_text_processing.text_normalization.es import LOCALIZATION from fun_text_processing.text_normalization.es.graph_utils import ( add_cardinal_apocope_fem, shift_cardinal_gender, shift_number_gender, strip_cardinal_apocope, ) from pynini.lib import pynutil class DecimalFst(GraphFst): """ Finite state transducer for classifying decimal, e.g. decimal { negative: "true" integer_part: "dos" fractional_part: "cuatro cero" quantity: "billones" } -> menos dos coma quatro cero billones decimal { integer_part: "un" quantity: "billón" } -> un billón Args: deterministic: if True will provide a single transduction option, for False multiple transduction are generated (used for audio-based normalization) """ def __init__(self, deterministic: bool = True): super().__init__(name="decimal", kind="classify", deterministic=deterministic) optional_sign = pynini.closure(pynini.cross("negative: \"true\"", "menos ") + delete_space, 0, 1) integer = pynutil.delete("integer_part: \"") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete("\"") fractional_default = ( pynutil.delete("fractional_part: \"") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete("\"") ) conjunction = pynutil.insert(" punto ") if LOCALIZATION == "am" else pynutil.insert(" coma ") if not deterministic: conjunction |= pynutil.insert(pynini.union(" con ", " y ")) fractional_default |= strip_cardinal_apocope(fractional_default) fractional = conjunction + fractional_default quantity = ( delete_space + insert_space + pynutil.delete("quantity: \"") + pynini.closure(DAMO_NOT_QUOTE, 1) + pynutil.delete("\"") ) optional_quantity = pynini.closure(quantity, 0, 1) graph_masc = optional_sign + pynini.union( (integer + quantity), (integer + delete_space + fractional + optional_quantity) ) # Allowing permutation for fem gender, don't include quantity since "million","billion", etc.. are masculine graph_fem = optional_sign + (shift_cardinal_gender(integer) + delete_space + shift_number_gender(fractional)) if not deterministic: # "una" will drop to "un" in certain cases graph_fem |= add_cardinal_apocope_fem(graph_fem) self.numbers_only_quantity = ( optional_sign + pynini.union((integer + quantity), (integer + delete_space + fractional + quantity)).optimize() ) self.graph_masc = (graph_masc + delete_preserve_order).optimize() self.graph_fem = (graph_fem + delete_preserve_order).optimize() graph = graph_masc | graph_fem graph += delete_preserve_order delete_tokens = self.delete_tokens(graph) self.fst = delete_tokens.optimize()