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value_type.py
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65 lines (59 loc) · 1.43 KB
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# 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
#
# 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 enum
from typing import Type, Union
from feast.protos.feast.types.Value_pb2 import (
BoolList,
BytesList,
DoubleList,
FloatList,
Int32List,
Int64List,
StringList,
)
class ValueType(enum.Enum):
"""
Feature value type. Used to define data types in Feature Tables.
"""
UNKNOWN = 0
BYTES = 1
STRING = 2
INT32 = 3
INT64 = 4
DOUBLE = 5
FLOAT = 6
BOOL = 7
UNIX_TIMESTAMP = 8
BYTES_LIST = 11
STRING_LIST = 12
INT32_LIST = 13
INT64_LIST = 14
DOUBLE_LIST = 15
FLOAT_LIST = 16
BOOL_LIST = 17
UNIX_TIMESTAMP_LIST = 18
NULL = 19
MAP = 20
MAP_LIST = 21
PDF_BYTES = 22
IMAGE_BYTES = 23
ListType = Union[
Type[BoolList],
Type[BytesList],
Type[DoubleList],
Type[FloatList],
Type[Int32List],
Type[Int64List],
Type[StringList],
]