transformers/tests/models/owlv2/test_processor_owlv2.py
Yoni Gozlan 336dc69d63
Uniformize OwlViT and Owlv2 processors (#35700)
* uniformize owlvit processor

* uniformize owlv2

* nit

* add positional arg test owlvit

* run-slow: owlvit, owlv2

* run-slow: owlvit, owlv2

* remove one letter variable
2025-02-13 17:30:26 -05:00

39 lines
1.1 KiB
Python

import shutil
import tempfile
import unittest
import pytest
from transformers import Owlv2Processor
from transformers.testing_utils import require_scipy
from ...test_processing_common import ProcessorTesterMixin
@require_scipy
class Owlv2ProcessorTest(ProcessorTesterMixin, unittest.TestCase):
processor_class = Owlv2Processor
def setUp(self):
self.tmpdirname = tempfile.mkdtemp()
processor = self.processor_class.from_pretrained("google/owlv2-base-patch16-ensemble")
processor.save_pretrained(self.tmpdirname)
def tearDown(self):
shutil.rmtree(self.tmpdirname)
def test_processor_query_images_positional(self):
processor_components = self.prepare_components()
processor = Owlv2Processor(**processor_components)
image_input = self.prepare_image_inputs()
query_images = self.prepare_image_inputs()
inputs = processor(None, image_input, query_images)
self.assertListEqual(list(inputs.keys()), ["query_pixel_values", "pixel_values"])
# test if it raises when no input is passed
with pytest.raises(ValueError):
processor()