# Copyright 2022 The MediaPipe Authors. 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,
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"""MediaPipe Public Python API for Text Classifier."""

from mediapipe.model_maker.python.core import hyperparameters
from mediapipe.model_maker.python.text.text_classifier import dataset
from mediapipe.model_maker.python.text.text_classifier import model_options
from mediapipe.model_maker.python.text.text_classifier import model_spec
from mediapipe.model_maker.python.text.text_classifier import text_classifier
from mediapipe.model_maker.python.text.text_classifier import text_classifier_options

HParams = hyperparameters.BaseHParams
CSVParams = dataset.CSVParameters
Dataset = dataset.Dataset
AverageWordEmbeddingModelOptions = (
    model_options.AverageWordEmbeddingModelOptions)
BertModelOptions = model_options.BertModelOptions
SupportedModels = model_spec.SupportedModels
TextClassifier = text_classifier.TextClassifier
TextClassifierOptions = text_classifier_options.TextClassifierOptions

# Remove duplicated and non-public API
del hyperparameters
del dataset
del model_options
del model_spec
del preprocessor  # pylint: disable=undefined-variable
del text_classifier
del text_classifier_options
