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added some more tests for external APIs

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This commit is contained in:
Abubakar Abid 2021-10-19 10:59:44 -05:00
parent fa3cb474e9
commit 98c10fcb02
1 changed files with 31 additions and 2 deletions
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33
test/test_external.py
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@ -1,11 +1,12 @@
import unittest
import pathlib
import gradio as gr
"""
WARNING: These tests have an external dependency: namely that Hugging Face's Hub and Space APIs do not change, and they keep their most famous models up.
"""
class TestHuggingFaceModels(unittest.TestCase):
class TestHuggingFaceModelAPI(unittest.TestCase):
def test_gpt2(self):
interface_info = gr.external.get_huggingface_interface("gpt2", api_key=None, alias=None)
self.assertEqual(interface_info["fn"].__name__, "gpt2")
@ -18,7 +19,7 @@ class TestHuggingFaceModels(unittest.TestCase):
self.assertIsInstance(interface_info["inputs"], gr.inputs.Textbox)
self.assertIsInstance(interface_info["outputs"], gr.outputs.Label)
class TestHuggingFaceSpaces(unittest.TestCase):
class TestHuggingFaceSpaceAPI(unittest.TestCase):
def test_english_to_spanish(self):
interface_info = gr.external.get_spaces_interface("abidlabs/english_to_spanish", api_key=None, alias=None)
self.assertIsInstance(interface_info["inputs"][0], gr.inputs.Textbox)
@ -42,6 +43,34 @@ class TestLoadInterface(unittest.TestCase):
self.assertIsInstance(interface_info["inputs"], gr.inputs.Textbox)
self.assertIsInstance(interface_info["outputs"], gr.outputs.Label)
class TestCallingLoadInterface(unittest.TestCase):
def test_sentiment_model(self):
interface_info = gr.external.load_interface("models/distilbert-base-uncased-finetuned-sst-2-english", alias="sentiment_classifier")
io = gr.Interface(**interface_info)
output = io("I am happy, I love you.")
self.assertGreater(output['Positive'], 0.5)
def test_image_classification_model(self):
interface_info = gr.external.load_interface("models/google/vit-base-patch16-224")
io = gr.Interface(**interface_info)
output = io("images/lion.jpg")
self.assertGreater(output['lion'], 0.5)
def test_translation_model(self):
interface_info = gr.external.load_interface("models/t5-base")
io = gr.Interface(**interface_info)
output = io("My name is Sarah and I live in London")
self.assertEquals(output, 'Mein Name ist Sarah und ich lebe in London')
def test_image_to_image_space(self):
def assertIsFile(path):
if not pathlib.Path(path).resolve().is_file():
raise AssertionError("File does not exist: %s" % str(path))
interface_info = gr.external.load_interface("spaces/akhaliq/Car_Keypoints")
io = gr.Interface(**interface_info)
output = io("images/lion.jpg")
assertIsFile(output)
if __name__ == '__main__':
unittest.main()