mirror of
https://github.com/huggingface/diffusers.git
synced 2026-10-27 21:33:02 +03:00
7aa57aafff
* download kernels when users request for it.
* migrate tests/others to pytest
* Revert "download kernels when users request for it."
This reverts commit 6fe34ade6b.
---------
Co-authored-by: dg845 <58458699+dg845@users.noreply.github.com>
122 lines
4.9 KiB
Python
122 lines
4.9 KiB
Python
# Copyright 2026 The HuggingFace Team. All rights reserved.
|
|
#
|
|
# 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 os
|
|
import re
|
|
import shutil
|
|
import sys
|
|
|
|
import pytest
|
|
|
|
|
|
git_repo_path = os.path.abspath(os.path.dirname(os.path.dirname(os.path.dirname(__file__))))
|
|
sys.path.append(os.path.join(git_repo_path, "utils"))
|
|
|
|
import check_copies # noqa: E402
|
|
|
|
|
|
# This is the reference code that will be used in the tests.
|
|
# If DDPMSchedulerOutput is changed in scheduling_ddpm.py, this code needs to be manually updated.
|
|
REFERENCE_CODE = """ \"""
|
|
Output class for the scheduler's `step` function output.
|
|
|
|
Args:
|
|
prev_sample (`torch.Tensor` of shape `(batch_size, num_channels, height, width)` for images):
|
|
Computed sample `(x_{t-1})` of previous timestep. `prev_sample` should be used as next model input in the
|
|
denoising loop.
|
|
pred_original_sample (`torch.Tensor` of shape `(batch_size, num_channels, height, width)` for images):
|
|
The predicted denoised sample `(x_{0})` based on the model output from the current timestep.
|
|
`pred_original_sample` can be used to preview progress or for guidance.
|
|
\"""
|
|
|
|
prev_sample: torch.Tensor
|
|
pred_original_sample: torch.Tensor | None = None
|
|
"""
|
|
|
|
|
|
class TestCopyCheck:
|
|
@pytest.fixture
|
|
def diffusers_dir(self, tmp_path, monkeypatch):
|
|
"""A stand-in `src/diffusers` holding only `scheduling_ddpm.py`, pointed at by `check_copies`."""
|
|
os.makedirs(tmp_path / "schedulers")
|
|
shutil.copy(
|
|
os.path.join(git_repo_path, "src/diffusers/schedulers/scheduling_ddpm.py"),
|
|
tmp_path / "schedulers" / "scheduling_ddpm.py",
|
|
)
|
|
monkeypatch.setattr(check_copies, "DIFFUSERS_PATH", str(tmp_path))
|
|
return tmp_path
|
|
|
|
def check_copy_consistency(self, diffusers_dir, comment, class_name, class_code, overwrite_result=None):
|
|
code = comment + f"\nclass {class_name}(nn.Module):\n" + class_code
|
|
if overwrite_result is not None:
|
|
expected = comment + f"\nclass {class_name}(nn.Module):\n" + overwrite_result
|
|
code = check_copies.run_ruff(code)
|
|
fname = diffusers_dir / "new_code.py"
|
|
with open(fname, "w", newline="\n") as f:
|
|
f.write(code)
|
|
if overwrite_result is None:
|
|
assert len(check_copies.is_copy_consistent(fname)) == 0
|
|
else:
|
|
check_copies.is_copy_consistent(fname, overwrite=True)
|
|
with open(fname, "r") as f:
|
|
assert f.read() == expected
|
|
|
|
def test_find_code_in_diffusers(self, diffusers_dir):
|
|
# `diffusers_dir` is requested for its `DIFFUSERS_PATH` patch — the lookup below resolves against it.
|
|
code = check_copies.find_code_in_diffusers("schedulers.scheduling_ddpm.DDPMSchedulerOutput")
|
|
assert code == REFERENCE_CODE
|
|
|
|
def test_is_copy_consistent(self, diffusers_dir):
|
|
# Base copy consistency
|
|
self.check_copy_consistency(
|
|
diffusers_dir,
|
|
"# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput",
|
|
"DDPMSchedulerOutput",
|
|
REFERENCE_CODE + "\n",
|
|
)
|
|
|
|
# With no empty line at the end
|
|
self.check_copy_consistency(
|
|
diffusers_dir,
|
|
"# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput",
|
|
"DDPMSchedulerOutput",
|
|
REFERENCE_CODE,
|
|
)
|
|
|
|
# Copy consistency with rename
|
|
self.check_copy_consistency(
|
|
diffusers_dir,
|
|
"# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput with DDPM->Test",
|
|
"TestSchedulerOutput",
|
|
re.sub("DDPM", "Test", REFERENCE_CODE),
|
|
)
|
|
|
|
# Copy consistency with a really long name
|
|
long_class_name = "TestClassWithAReallyLongNameBecauseSomePeopleLikeThatForSomeReason"
|
|
self.check_copy_consistency(
|
|
diffusers_dir,
|
|
f"# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput with DDPM->{long_class_name}",
|
|
f"{long_class_name}SchedulerOutput",
|
|
re.sub("Bert", long_class_name, REFERENCE_CODE),
|
|
)
|
|
|
|
# Copy consistency with overwrite
|
|
self.check_copy_consistency(
|
|
diffusers_dir,
|
|
"# Copied from diffusers.schedulers.scheduling_ddpm.DDPMSchedulerOutput with DDPM->Test",
|
|
"TestSchedulerOutput",
|
|
REFERENCE_CODE,
|
|
overwrite_result=re.sub("DDPM", "Test", REFERENCE_CODE),
|
|
)
|