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img2img test template and setUp added
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test/extras_test.py
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test/extras_test.py
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test/img2img_test.py
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test/img2img_test.py
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import unittest
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import requests
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from gradio.processing_utils import encode_pil_to_base64
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from PIL import Image
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class Img2ImgWorking(unittest.TestCase):
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def setUp(self):
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self.url_img2img = "http://localhost:7860/sdapi/v1/img2img"
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self.simple_img2img = {
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"init_images": [
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encode_pil_to_base64(Image.open(r"test/test_files/img2img_basic.png"))
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],
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"resize_mode": 0,
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"denoising_strength": 0.75,
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"mask": None,
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"mask_blur": 4,
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"inpainting_fill": 0,
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"inpaint_full_res": False,
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"inpaint_full_res_padding": 0,
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"inpainting_mask_invert": 0,
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"prompt": "example prompt",
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"styles": [
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""
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],
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"seed": -1,
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"subseed": -1,
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"subseed_strength": 0,
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"seed_resize_from_h": -1,
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"seed_resize_from_w": -1,
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"batch_size": 1,
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"n_iter": 1,
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"steps": 3,
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"cfg_scale": 7,
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"width": 64,
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"height": 64,
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"restore_faces": False,
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"tiling": False,
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"negative_prompt": "",
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"eta": 0,
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"s_churn": 0,
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"s_tmax": 0,
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"s_tmin": 0,
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"s_noise": 1,
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"override_settings": {},
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"sampler_index": "Euler a",
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"include_init_images": False
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}
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def test_img2img_simple_performed(self):
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self.assertEqual(requests.post(self.url_img2img, json=self.simple_img2img).status_code, 200)
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def test_inpainting_masked_performed(self):
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self.simple_img2img["mask"] = encode_pil_to_base64(Image.open(r"test/test_files/mask_basic.png"))
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self.assertEqual(requests.post(self.url_img2img, json=self.simple_img2img).status_code, 200)
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class TestImg2ImgCorrectness(unittest.TestCase):
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pass
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if __name__ == "__main__":
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unittest.main()
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test/test_files/img2img_basic.png
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test/test_files/img2img_basic.png
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test/test_files/mask_basic.png
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test/test_files/mask_basic.png
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import unittest
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import requests
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import time
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url_txt2img = "http://localhost:7860/sdapi/v1/txt2img"
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simple_txt2img = {
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"enable_hr": False,
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"denoising_strength": 0,
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"firstphase_width": 0,
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"firstphase_height": 0,
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"prompt": "example prompt",
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"styles": [
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""
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],
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"seed": -1,
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"subseed": -1,
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"subseed_strength": 0,
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"seed_resize_from_h": -1,
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"seed_resize_from_w": -1,
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"batch_size": 1,
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"n_iter": 1,
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"steps": 5,
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"cfg_scale": 7,
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"width": 64,
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"height": 64,
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"restore_faces": False,
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"tiling": False,
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"negative_prompt": "",
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"eta": 0,
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"s_churn": 0,
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"s_tmax": 0,
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"s_tmin": 0,
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"s_noise": 1,
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"sampler_index": "Euler a"
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}
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class TestTxt2ImgWorking(unittest.TestCase):
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def setUp(self):
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self.url_txt2img = "http://localhost:7860/sdapi/v1/txt2img"
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self.simple_txt2img = {
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"enable_hr": False,
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"denoising_strength": 0,
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"firstphase_width": 0,
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"firstphase_height": 0,
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"prompt": "example prompt",
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"styles": [
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""
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],
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"seed": -1,
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"subseed": -1,
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"subseed_strength": 0,
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"seed_resize_from_h": -1,
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"seed_resize_from_w": -1,
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"batch_size": 1,
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"n_iter": 1,
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"steps": 3,
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"cfg_scale": 7,
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"width": 64,
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"height": 64,
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"restore_faces": False,
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"tiling": False,
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"negative_prompt": "",
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"eta": 0,
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"s_churn": 0,
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"s_tmax": 0,
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"s_tmin": 0,
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"s_noise": 1,
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"sampler_index": "Euler a"
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}
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def test_txt2img_simple_performed(self):
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self.assertEqual(requests.post(url_txt2img, json=simple_txt2img).status_code, 200)
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self.assertEqual(requests.post(self.url_txt2img, json=self.simple_txt2img).status_code, 200)
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def test_txt2img_with_negative_prompt_performed(self):
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params = simple_txt2img.copy()
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params["negative_prompt"] = "example negative prompt"
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self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
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self.simple_txt2img["negative_prompt"] = "example negative prompt"
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self.assertEqual(requests.post(self.url_txt2img, json=self.simple_txt2img).status_code, 200)
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def test_txt2img_not_square_image_performed(self):
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params = simple_txt2img.copy()
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params["height"] = 128
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self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
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self.simple_txt2img["height"] = 128
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self.assertEqual(requests.post(self.url_txt2img, json=self.simple_txt2img).status_code, 200)
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def test_txt2img_with_hrfix_performed(self):
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params = simple_txt2img.copy()
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params["enable_hr"] = True
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self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
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self.simple_txt2img["enable_hr"] = True
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self.assertEqual(requests.post(self.url_txt2img, json=self.simple_txt2img).status_code, 200)
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def test_txt2img_with_restore_faces_performed(self):
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params = simple_txt2img.copy()
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params["restore_faces"] = True
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self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
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self.simple_txt2img["restore_faces"] = True
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self.assertEqual(requests.post(self.url_txt2img, json=self.simple_txt2img).status_code, 200)
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def test_txt2img_with_tiling_faces_performed(self):
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params = simple_txt2img.copy()
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params["tiling"] = True
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self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
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self.simple_txt2img["tiling"] = True
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self.assertEqual(requests.post(self.url_txt2img, json=self.simple_txt2img).status_code, 200)
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def test_txt2img_with_vanilla_sampler_performed(self):
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params = simple_txt2img.copy()
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params["sampler_index"] = "PLMS"
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self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
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self.simple_txt2img["sampler_index"] = "PLMS"
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self.assertEqual(requests.post(self.url_txt2img, json=self.simple_txt2img).status_code, 200)
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def test_txt2img_multiple_batches_performed(self):
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params = simple_txt2img.copy()
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params["n_iter"] = 2
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self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
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self.simple_txt2img["n_iter"] = 2
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self.assertEqual(requests.post(self.url_txt2img, json=self.simple_txt2img).status_code, 200)
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class TestTxt2ImgCorrectness(unittest.TestCase):
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pass
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