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feast/sdk/python/feast/value_type.py at v0.62.0 · feast-dev/feast · GitHub
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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
,
BoolSet
,
BytesList
,
BytesSet
,
DoubleList
,
DoubleSet
,
FloatList
,
FloatSet
,
Int32List
,
Int32Set
,
Int64List
,
Int64Set
,
StringList
,
StringSet
,
)
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
BYTES_SET
=
22
STRING_SET
=
23
INT32_SET
=
24
INT64_SET
=
25
DOUBLE_SET
=
26
FLOAT_SET
=
27
BOOL_SET
=
28
UNIX_TIMESTAMP_SET
=
29
PDF_BYTES
=
30
IMAGE_BYTES
=
31
JSON
=
32
JSON_LIST
=
33
STRUCT
=
34
STRUCT_LIST
=
35
UUID
=
36
TIME_UUID
=
37
UUID_LIST
=
38
TIME_UUID_LIST
=
39
UUID_SET
=
40
TIME_UUID_SET
=
41
VALUE_LIST
=
42
VALUE_SET
=
43
DECIMAL
=
44
DECIMAL_LIST
=
45
DECIMAL_SET
=
46
ListType
=
Union
[
Type
[
BoolList
],
Type
[
BytesList
],
Type
[
DoubleList
],
Type
[
FloatList
],
Type
[
Int32List
],
Type
[
Int64List
],
Type
[
StringList
],
]
SetType
=
Union
[
Type
[
BoolSet
],
Type
[
BytesSet
],
Type
[
DoubleSet
],
Type
[
FloatSet
],
Type
[
Int32Set
],
Type
[
Int64Set
],
Type
[
StringSet
],
]
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