游雁
2023-02-14 1d4ab65c8bfebaecbcb0eec0064bae9a321cad75
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import pynini
from fun_text_processing.text_normalization.en.graph_utils import DAMO_ALPHA, DAMO_DIGIT, GraphFst, delete_space
from pynini.lib import pynutil
 
 
class TimeFst(GraphFst):
    """
    Finite state transducer for verbalizing time, e.g.
        time { hours: "8" minutes: "30" zone: "e s t" } -> 08:30 Uhr est
        time { hours: "8" } -> 8 Uhr
        time { hours: "8" minutes: "30" seconds: "10" } -> 08:30:10 Uhr 
    """
 
    def __init__(self, deterministic: bool = True):
        super().__init__(name="time", kind="verbalize", deterministic=deterministic)
 
        add_leading_zero_to_double_digit = (DAMO_DIGIT + DAMO_DIGIT) | (pynutil.insert("0") + DAMO_DIGIT)
        hour = pynutil.delete("hours: \"") + pynini.closure(DAMO_DIGIT, 1) + pynutil.delete("\"")
        minute = pynutil.delete("minutes: \"") + pynini.closure(DAMO_DIGIT, 1) + pynutil.delete("\"")
 
        second = pynutil.delete("seconds: \"") + pynini.closure(DAMO_DIGIT, 1) + pynutil.delete("\"")
        zone = (
            pynutil.delete("zone: \"") + pynini.closure(DAMO_ALPHA + delete_space) + DAMO_ALPHA + pynutil.delete("\"")
        )
        optional_zone = pynini.closure(pynini.accep(" ") + zone, 0, 1)
        graph = (
            delete_space
            + pynutil.insert(":")
            + (minute @ add_leading_zero_to_double_digit)
            + pynini.closure(delete_space + pynutil.insert(":") + (second @ add_leading_zero_to_double_digit), 0, 1)
            + pynutil.insert(" Uhr")
            + optional_zone
        )
        graph_h = hour + pynutil.insert(" Uhr") + optional_zone
        graph_hm = hour @ add_leading_zero_to_double_digit + graph
        graph_hms = hour @ add_leading_zero_to_double_digit + graph
        final_graph = graph_hm | graph_hms | graph_h
        self.fst = self.delete_tokens(final_graph).optimize()