Source code for feast.value_type

# Copyright 2019 The Feast 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
#
#     https://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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import enum

from tensorflow_metadata.proto.v0 import schema_pb2


[docs]class ValueType(enum.Enum): """ Feature value type. Used to define data types in Feature Sets. """ UNKNOWN = 0 BYTES = 1 STRING = 2 INT32 = 3 INT64 = 4 DOUBLE = 5 FLOAT = 6 BOOL = 7 BYTES_LIST = 11 STRING_LIST = 12 INT32_LIST = 13 INT64_LIST = 14 DOUBLE_LIST = 15 FLOAT_LIST = 16 BOOL_LIST = 17
[docs] def to_tfx_schema_feature_type(self): if self.value in [ ValueType.BYTES.value, ValueType.STRING.value, ValueType.BOOL.value, ValueType.BYTES_LIST.value, ValueType.STRING_LIST.value, ValueType.INT32_LIST.value, ValueType.INT64_LIST.value, ValueType.DOUBLE_LIST.value, ValueType.FLOAT_LIST.value, ValueType.BOOL_LIST.value, ]: return schema_pb2.FeatureType.BYTES elif self.value in [ValueType.INT32.value, ValueType.INT64.value]: return schema_pb2.FeatureType.INT elif self.value in [ValueType.DOUBLE.value, ValueType.FLOAT.value]: return schema_pb2.FeatureType.FLOAT else: return schema_pb2.FeatureType.TYPE_UNKNOWN