# coding=utf-8 # Copyright 2023 HuggingFace Inc. # # 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 unittest from pathlib import Path from transformers import is_vision_available, load_tool from transformers.testing_utils import get_tests_dir from .test_tools_common import ToolTesterMixin if is_vision_available(): from PIL import Image class ImageSegmentationToolTester(unittest.TestCase, ToolTesterMixin): def setUp(self): self.tool = load_tool("image-segmentation") self.tool.setup() self.remote_tool = load_tool("image-segmentation", remote=True) def test_exact_match_arg(self): image = Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO")) / "000000039769.png") result = self.tool(image, "cat") self.assertTrue(isinstance(result, Image.Image)) def test_exact_match_arg_remote(self): image = Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO")) / "000000039769.png") result = self.remote_tool(image, "cat") self.assertTrue(isinstance(result, Image.Image)) def test_exact_match_kwarg(self): image = Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO")) / "000000039769.png") result = self.tool(image=image, label="cat") self.assertTrue(isinstance(result, Image.Image)) def test_exact_match_kwarg_remote(self): image = Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO")) / "000000039769.png") result = self.remote_tool(image=image, label="cat") self.assertTrue(isinstance(result, Image.Image))