Move test model folders (#17034)
* move test model folders (TODO: fix imports and others) * fix (potentially partially) imports (in model test modules) * fix (potentially partially) imports (in tokenization test modules) * fix (potentially partially) imports (in feature extraction test modules) * fix import utils.test_modeling_tf_core * fix path ../fixtures/ * fix imports about generation.test_generation_flax_utils * fix more imports * fix fixture path * fix get_test_dir * update module_to_test_file * fix get_tests_dir from wrong transformers.utils * update config.yml (CircleCI) * fix style * remove missing imports * update new model script * update check_repo * update SPECIAL_MODULE_TO_TEST_MAP * fix style * add __init__ * update self-scheduled * fix add_new_model scripts * check one way to get location back * python setup.py build install * fix import in test auto * update self-scheduled.yml * update slack notification script * Add comments about artifact names * fix for yolos Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
This commit is contained in:
110
tests/models/auto/test_configuration_auto.py
Normal file
110
tests/models/auto/test_configuration_auto.py
Normal file
@@ -0,0 +1,110 @@
|
||||
# coding=utf-8
|
||||
# Copyright 2019-present, the HuggingFace Inc. team.
|
||||
#
|
||||
# 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 importlib
|
||||
import sys
|
||||
import tempfile
|
||||
import unittest
|
||||
from pathlib import Path
|
||||
|
||||
import transformers.models.auto
|
||||
from transformers.models.auto.configuration_auto import CONFIG_MAPPING, AutoConfig
|
||||
from transformers.models.bert.configuration_bert import BertConfig
|
||||
from transformers.models.roberta.configuration_roberta import RobertaConfig
|
||||
from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, get_tests_dir
|
||||
|
||||
|
||||
sys.path.append(str(Path(__file__).parent.parent.parent.parent / "utils"))
|
||||
|
||||
from test_module.custom_configuration import CustomConfig # noqa E402
|
||||
|
||||
|
||||
SAMPLE_ROBERTA_CONFIG = get_tests_dir("fixtures/dummy-config.json")
|
||||
|
||||
|
||||
class AutoConfigTest(unittest.TestCase):
|
||||
def test_module_spec(self):
|
||||
self.assertIsNotNone(transformers.models.auto.__spec__)
|
||||
self.assertIsNotNone(importlib.util.find_spec("transformers.models.auto"))
|
||||
|
||||
def test_config_from_model_shortcut(self):
|
||||
config = AutoConfig.from_pretrained("bert-base-uncased")
|
||||
self.assertIsInstance(config, BertConfig)
|
||||
|
||||
def test_config_model_type_from_local_file(self):
|
||||
config = AutoConfig.from_pretrained(SAMPLE_ROBERTA_CONFIG)
|
||||
self.assertIsInstance(config, RobertaConfig)
|
||||
|
||||
def test_config_model_type_from_model_identifier(self):
|
||||
config = AutoConfig.from_pretrained(DUMMY_UNKNOWN_IDENTIFIER)
|
||||
self.assertIsInstance(config, RobertaConfig)
|
||||
|
||||
def test_config_for_model_str(self):
|
||||
config = AutoConfig.for_model("roberta")
|
||||
self.assertIsInstance(config, RobertaConfig)
|
||||
|
||||
def test_pattern_matching_fallback(self):
|
||||
"""
|
||||
In cases where config.json doesn't include a model_type,
|
||||
perform a few safety checks on the config mapping's order.
|
||||
"""
|
||||
# no key string should be included in a later key string (typical failure case)
|
||||
keys = list(CONFIG_MAPPING.keys())
|
||||
for i, key in enumerate(keys):
|
||||
self.assertFalse(any(key in later_key for later_key in keys[i + 1 :]))
|
||||
|
||||
def test_new_config_registration(self):
|
||||
try:
|
||||
AutoConfig.register("custom", CustomConfig)
|
||||
# Wrong model type will raise an error
|
||||
with self.assertRaises(ValueError):
|
||||
AutoConfig.register("model", CustomConfig)
|
||||
# Trying to register something existing in the Transformers library will raise an error
|
||||
with self.assertRaises(ValueError):
|
||||
AutoConfig.register("bert", BertConfig)
|
||||
|
||||
# Now that the config is registered, it can be used as any other config with the auto-API
|
||||
config = CustomConfig()
|
||||
with tempfile.TemporaryDirectory() as tmp_dir:
|
||||
config.save_pretrained(tmp_dir)
|
||||
new_config = AutoConfig.from_pretrained(tmp_dir)
|
||||
self.assertIsInstance(new_config, CustomConfig)
|
||||
|
||||
finally:
|
||||
if "custom" in CONFIG_MAPPING._extra_content:
|
||||
del CONFIG_MAPPING._extra_content["custom"]
|
||||
|
||||
def test_repo_not_found(self):
|
||||
with self.assertRaisesRegex(
|
||||
EnvironmentError, "bert-base is not a local folder and is not a valid model identifier"
|
||||
):
|
||||
_ = AutoConfig.from_pretrained("bert-base")
|
||||
|
||||
def test_revision_not_found(self):
|
||||
with self.assertRaisesRegex(
|
||||
EnvironmentError, r"aaaaaa is not a valid git identifier \(branch name, tag name or commit id\)"
|
||||
):
|
||||
_ = AutoConfig.from_pretrained(DUMMY_UNKNOWN_IDENTIFIER, revision="aaaaaa")
|
||||
|
||||
def test_configuration_not_found(self):
|
||||
with self.assertRaisesRegex(
|
||||
EnvironmentError,
|
||||
"hf-internal-testing/no-config-test-repo does not appear to have a file named config.json.",
|
||||
):
|
||||
_ = AutoConfig.from_pretrained("hf-internal-testing/no-config-test-repo")
|
||||
|
||||
def test_from_pretrained_dynamic_config(self):
|
||||
config = AutoConfig.from_pretrained("hf-internal-testing/test_dynamic_model", trust_remote_code=True)
|
||||
self.assertEqual(config.__class__.__name__, "NewModelConfig")
|
||||
Reference in New Issue
Block a user