stable-diffusion-webui/test/txt2img_test.py

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2022-10-29 23:26:28 +08:00
import unittest
import requests
import time
url_txt2img = "http://localhost:7860/sdapi/v1/txt2img"
simple_txt2img = {
"enable_hr": False,
"denoising_strength": 0,
"firstphase_width": 0,
"firstphase_height": 0,
"prompt": "example prompt",
"styles": [
""
],
"seed": -1,
"subseed": -1,
"subseed_strength": 0,
"seed_resize_from_h": -1,
"seed_resize_from_w": -1,
"batch_size": 1,
"n_iter": 1,
"steps": 5,
"cfg_scale": 7,
"width": 64,
"height": 64,
"restore_faces": False,
"tiling": False,
"negative_prompt": "",
"eta": 0,
"s_churn": 0,
"s_tmax": 0,
"s_tmin": 0,
"s_noise": 1,
"sampler_index": "Euler a"
}
class TestTxt2ImgWorking(unittest.TestCase):
def test_txt2img_simple_performed(self):
self.assertEqual(requests.post(url_txt2img, json=simple_txt2img).status_code, 200)
def test_txt2img_with_negative_prompt_performed(self):
params = simple_txt2img.copy()
params["negative_prompt"] = "example negative prompt"
self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
def test_txt2img_not_square_image_performed(self):
params = simple_txt2img.copy()
params["height"] = 128
self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
def test_txt2img_with_hrfix_performed(self):
params = simple_txt2img.copy()
params["enable_hr"] = True
self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
def test_txt2img_with_restore_faces_performed(self):
params = simple_txt2img.copy()
params["restore_faces"] = True
self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
def test_txt2img_with_tiling_faces_performed(self):
params = simple_txt2img.copy()
params["tiling"] = True
self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
def test_txt2img_with_vanilla_sampler_performed(self):
params = simple_txt2img.copy()
params["sampler_index"] = "PLMS"
self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
def test_txt2img_multiple_batches_performed(self):
params = simple_txt2img.copy()
params["n_iter"] = 2
self.assertEqual(requests.post(url_txt2img, json=params).status_code, 200)
class TestTxt2ImgCorrectness(unittest.TestCase):
pass
if __name__ == "__main__":
unittest.main()