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- # Copyright 2023 Avaiga Private Limited
- #
- # 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 re
- import pandas as pd
- def _get_data_type(value):
- if not isinstance(value, str):
- if pd.api.types.is_bool_dtype(value):
- return "bool"
- elif pd.api.types.is_integer_dtype(value):
- return "int"
- elif pd.api.types.is_float_dtype(value):
- return "float"
- return re.match(r"^<class '(.*\.)?(.*?)(\d\d)?'>", str(type(value))).group(2)
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