# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. from text_processing.vi.graph_utils import ( NEMO_NOT_QUOTE, GraphFst, delete_space, ) try: import pynini from pynini.lib import pynutil PYNINI_AVAILABLE = True except (ModuleNotFoundError, ImportError): PYNINI_AVAILABLE = False class DecimalFst(GraphFst): """ Finite state transducer for verbalizing decimal, e.g. decimal { negative: "true" integer_part: "12" fractional_part: "5006" quantity: "tỷ" } -> -12.5006 tỷ """ 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(NEMO_NOT_QUOTE, 1) + pynutil.delete('"') ) optional_integer = pynini.closure(integer + delete_space, 0, 1) fractional = ( pynutil.insert(".") + pynutil.delete("fractional_part:") + delete_space + pynutil.delete('"') + pynini.closure(NEMO_NOT_QUOTE, 1) + pynutil.delete('"') ) optional_fractional = pynini.closure(fractional + delete_space, 0, 1) quantity = ( pynutil.delete("quantity:") + delete_space + pynutil.delete('"') + pynini.closure(NEMO_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()