<commit_before># Copyright 2021 The SeqIO Authors.
#
# 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.

"""Import to top-level API."""
# pylint:disable=wildcard-import,g-bad-import-order

from seqio.dataset_providers import *
from seqio import evaluation
from seqio import experimental
from seqio.evaluation import Evaluator
from seqio.evaluation import TensorAndNumpyEncoder
from seqio.feature_converters import *
from seqio import preprocessors
import seqio.test_utils
from seqio.utils import *
from seqio.vocabularies import *

# Version number.
from seqio.version import __version__<commit_msg>Make loggers part of the top-level SeqIO API.<commit_after># Copyright 2021 The SeqIO Authors.
#
# 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.

"""Import to top-level API."""
# pylint:disable=wildcard-import,g-bad-import-order

from seqio.dataset_providers import *
from seqio import evaluation
from seqio import experimental
from seqio.evaluation import Evaluator
from seqio.evaluation import JSONLogger
from seqio.evaluation import Logger
from seqio.evaluation import TensorAndNumpyEncoder
from seqio.evaluation import TensorBoardLogger
from seqio.feature_converters import *
from seqio import preprocessors
import seqio.test_utils
from seqio.utils import *
from seqio.vocabularies import *

# Version number.
from seqio.version import __version__
{'fraction_non_alphanumeric': 0.06284737067122702, 'fraction_numerical': 0.006840530141085934, 'mean_word_length': 5.046511627906977, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 2, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '6371516', 'n_tokens_mistral': 635, 'n_tokens_neox': 620, 'n_words': 276}