# Path: tupa/model_util.py
# def load_enum(filename):
#     if filename == "-":
#         return IdentityVocab()
#     else:
#         with open(filename, encoding="utf-8") as f:
#             return Vocab(tqdm(csv.reader(f), desc="Loading '%s'" % filename, file=sys.stdout, unit=" rows"))


import os
import shlex
import dynet_config
import numpy as np
from copy import deepcopy
from configargparse import ArgParser, Namespace, ArgumentDefaultsHelpFormatter, SUPPRESS
from logbook import Logger, FileHandler, StderrHandler
from semstr.cfgutil import Singleton, add_verbose_arg, add_boolean_option, get_group_arg_names
from semstr.convert import UCCA_EXT, CONVERTERS
from ucca import constructions
from tupa.classifiers.nn.constants import *
from tupa.model_util import load_enum

    @property
    def passage_word(self):
        return "sentence" if self.args.sentences else "paragraph" if self.args.paragraphs else "passage"

    @property
    def passages_word(self):
        return " %ss" % self.passage_word

    def log(self, message):
        try:
            if self._logger is None:
                FileHandler(self.args.log,
                            format_string="{record.time:%Y-%m-%d %H:%M:%S} {record.message}").push_application()
                if self.args.verbose > 1:
                    StderrHandler(bubble=True).push_application()
                self._logger = Logger("tupa")
            self._logger.warn(message)
        except OSError:
            pass

    def vocab(self, filename=None, lang=None):
        if filename is None:
            args = self.hyperparams.specific[lang] if lang else self.args
            filename = args.vocab
        if not filename:
            return None
        vocab = self._vocab.get(filename)
        if vocab:
            return vocab

# Path: tupa/model_util.py
# def load_enum(filename):
#     if filename == "-":
#         return IdentityVocab()
#     else:
#         with open(filename, encoding="utf-8") as f:
#             return Vocab(tqdm(csv.reader(f), desc="Loading '%s'" % filename, file=sys.stdout, unit=" rows"))


# Path: tupa/config.py
import os
import shlex
import dynet_config
import numpy as np
from copy import deepcopy
from configargparse import ArgParser, Namespace, ArgumentDefaultsHelpFormatter, SUPPRESS
from logbook import Logger, FileHandler, StderrHandler
from semstr.cfgutil import Singleton, add_verbose_arg, add_boolean_option, get_group_arg_names
from semstr.convert import UCCA_EXT, CONVERTERS
from ucca import constructions
from tupa.classifiers.nn.constants import *
from tupa.model_util import load_enum


    @property
    def passage_word(self):
        return "sentence" if self.args.sentences else "paragraph" if self.args.paragraphs else "passage"

    @property
    def passages_word(self):
        return " %ss" % self.passage_word

    def log(self, message):
        try:
            if self._logger is None:
                FileHandler(self.args.log,
                            format_string="{record.time:%Y-%m-%d %H:%M:%S} {record.message}").push_application()
                if self.args.verbose > 1:
                    StderrHandler(bubble=True).push_application()
                self._logger = Logger("tupa")
            self._logger.warn(message)
        except OSError:
            pass

    def vocab(self, filename=None, lang=None):
        if filename is None:
            args = self.hyperparams.specific[lang] if lang else self.args
            filename = args.vocab
        if not filename:
            return None
        vocab = self._vocab.get(filename)
        if vocab:
            return vocab

        vocab = load_enum(filename)