import json import time import requests # TEST_INPUT_FILE = 'test_image.jpg' TEST_INPUT_FILE = 'test_image_10pc.jpg' # url = 'http://b3104:8005/preview/' # url = "http://207.189.112.61:31605/preview" url = 'http://localhost:8000/preview/' # url = 'https://funnel.tailce84f.ts.net/preview/' style_to_filename = { "anime_2_5d": "1_2.5d_anime_model.json", "anime_2d_flat": "2_2d_flat_anime_model.json", "cartoon_3d": "3_3d_cartoon_style.json", "comic_book": "4_comic_book_model.json", "anime_ghibli": "5_ghibli_anime_model.json", "ink_punk": "6_ink_punk.json", "ink_splash": "7_ink_splash.json", "ink_bw_style": "8_ink_w_and_b_style.json", "jojo_style": "9_jojo_style.json", "paper_origami": "10_paper_origami.json", "pixel_art": "11_pixel_art.json", "pop_art": "12_pop_art.json", "realistic_1": "13_realistic_1.json", "realistic_2": "14_realistic_2.json", "anime_retro_neon": "15_retro_neon_anime_90.json", "anime_standard": "16_standard_anime_model.json", "hr_giger": "17_hr_giger.json", "simpsons": "18_simpsons.json", "carnage": "19_carnage.json", "pastel_cute_anime": "20_pastel_cute_anime.json", "bloom_lighting": "21_bloom_lighting.json", "25d_horror": "22_25D_Horror.json", "creepy": "23_creepy.json", "creepy_vhs": "24_creepy_vhs.json", "trail_cam_footage": "25_trail_cam_footage.json", "old_black_white_movie": "26_old_black_white_movie.json", "horror_noir_black_white": "27_horror_noir_black_white.json", "techno_noir_black_white": "28_techno_noir_black_white.json", "black_white_20s": "29_black_white_20s.json", "cyberpunk_anime": "30_cyberpunk_anime.json", "dragonball": "31_dragonball.json", "realistic_matrix": "32_realistic_matrix.json", "realistic_cyberpunk": "33_realistic_cyberpunk.json", "dreamer": "34_dreamer.json", } all_styles = list(style_to_filename.keys()) import random random.shuffle(all_styles) styles = list(all_styles)[:] # random.shuffle(styles) test_style_list = styles + styles # for style, filename in list(style_to_filename.items())[:2]: for style in all_styles: for i in range(1): # print(f"Testing style: {style}") payload = {"style": style, "positive_prompt": "test pos in", "negative_prompt": "test neg in"} with open(TEST_INPUT_FILE , 'rb') as input_file: # files = {'input_file': ('input_file', input_file, 'image/jpeg')} files = {'input_file': input_file} # write output file suffixed with timestamp timestamp = time.strftime('%Y%m%d%H%M%S') output_file_name = f'outputs/output_image_{style}_{timestamp}.jpeg' execution_start_time = time.perf_counter() with requests.post(url, data={'request': json.dumps(payload)}, files=files) as response: if response.status_code == 200: with open(output_file_name, 'wb') as f: f.write(response.content) else: # Handle request error print(f"Request failed: {response.status_code}") print(response.text) current_time = time.perf_counter() execution_time = current_time - execution_start_time print('{} generated {} in {:.2f} seconds'.format(style, output_file_name, execution_time))