Spaces:
Sleeping
Sleeping
Pradeep Kumar
commited on
Delete data_loader_factory.py
Browse files- data_loader_factory.py +0 -58
data_loader_factory.py
DELETED
@@ -1,58 +0,0 @@
|
|
1 |
-
# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
|
2 |
-
#
|
3 |
-
# Licensed under the Apache License, Version 2.0 (the "License");
|
4 |
-
# you may not use this file except in compliance with the License.
|
5 |
-
# You may obtain a copy of the License at
|
6 |
-
#
|
7 |
-
# http://www.apache.org/licenses/LICENSE-2.0
|
8 |
-
#
|
9 |
-
# Unless required by applicable law or agreed to in writing, software
|
10 |
-
# distributed under the License is distributed on an "AS IS" BASIS,
|
11 |
-
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
12 |
-
# See the License for the specific language governing permissions and
|
13 |
-
# limitations under the License.
|
14 |
-
|
15 |
-
"""A global factory to access NLP registered data loaders."""
|
16 |
-
|
17 |
-
from official.core import registry
|
18 |
-
|
19 |
-
_REGISTERED_DATA_LOADER_CLS = {}
|
20 |
-
|
21 |
-
|
22 |
-
def register_data_loader_cls(data_config_cls):
|
23 |
-
"""Decorates a factory of DataLoader for lookup by a subclass of DataConfig.
|
24 |
-
|
25 |
-
This decorator supports registration of data loaders as follows:
|
26 |
-
|
27 |
-
```
|
28 |
-
@dataclasses.dataclass
|
29 |
-
class MyDataConfig(DataConfig):
|
30 |
-
# Add fields here.
|
31 |
-
pass
|
32 |
-
|
33 |
-
@register_data_loader_cls(MyDataConfig)
|
34 |
-
class MyDataLoader:
|
35 |
-
# Inherits def __init__(self, data_config).
|
36 |
-
pass
|
37 |
-
|
38 |
-
my_data_config = MyDataConfig()
|
39 |
-
|
40 |
-
# Returns MyDataLoader(my_data_config).
|
41 |
-
my_loader = get_data_loader(my_data_config)
|
42 |
-
```
|
43 |
-
|
44 |
-
Args:
|
45 |
-
data_config_cls: a subclass of DataConfig (*not* an instance
|
46 |
-
of DataConfig).
|
47 |
-
|
48 |
-
Returns:
|
49 |
-
A callable for use as class decorator that registers the decorated class
|
50 |
-
for creation from an instance of data_config_cls.
|
51 |
-
"""
|
52 |
-
return registry.register(_REGISTERED_DATA_LOADER_CLS, data_config_cls)
|
53 |
-
|
54 |
-
|
55 |
-
def get_data_loader(data_config):
|
56 |
-
"""Creates a data_loader from data_config."""
|
57 |
-
return registry.lookup(_REGISTERED_DATA_LOADER_CLS, data_config.__class__)(
|
58 |
-
data_config)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|