from .imagen_museum import TASK_DICT, DOMAIN from .imagen_museum import fetch_indexes, fetch_indexes_no_csv import random ARENA_TO_IG_MUSEUM = {"LCM(v1.5/XL)":"LCM", "PlayGroundV2.5": "PlayGroundV2_5", "FLUX.1-schnell": "FLUX1schnell", "FLUX.1-dev": "FLUX1dev"} ARENA_TO_VG_MUSEUM = {"StableVideoDiffusion": "FastSVD", "CogVideoX-2B": "CogVideoX", "CogVideoX-5B": "CogVideoX5B"} def draw2_from_imagen_museum(task, model_name1, model_name2): task_name = TASK_DICT[task] model_name1 = ARENA_TO_IG_MUSEUM[model_name1] if model_name1 in ARENA_TO_IG_MUSEUM else model_name1 model_name2 = ARENA_TO_IG_MUSEUM[model_name2] if model_name2 in ARENA_TO_IG_MUSEUM else model_name2 domain = DOMAIN baselink = domain + task_name matched_results = fetch_indexes(baselink) r = random.Random() uid, value = r.choice(list(matched_results.items())) image_link_1 = baselink + "/" + model_name1 + "/" + uid image_link_2 = baselink + "/" + model_name2 + "/" + uid if task == "t2i": # Image Gen prompt = value['prompt'] return [[image_link_1, image_link_2], [prompt]] if task == "tie": # Image Edit instruction = value['instruction'] input_caption = value['source_global_caption'] output_caption = value['target_global_caption'] source_image_link = baselink + "/" + "input" + "/" + uid return [[source_image_link, image_link_1, image_link_2], [input_caption, output_caption, instruction]] else: raise ValueError("Task not supported") def draw_from_imagen_museum(task, model_name): task_name = TASK_DICT[task] model_name = ARENA_TO_IG_MUSEUM[model_name] if model_name in ARENA_TO_IG_MUSEUM else model_name domain = DOMAIN baselink = domain + task_name matched_results = fetch_indexes(baselink) r = random.Random() uid, value = r.choice(list(matched_results.items())) model = model_name image_link = baselink + "/" + model + "/" + uid print(image_link) if task == "t2i": # Image Gen prompt = value['prompt'] return [image_link, prompt] if task == "tie": # Image Edit instruction = value['instruction'] input_caption = value['source_global_caption'] output_caption = value['target_global_caption'] source_image_link = baselink + "/" + "input" + "/" + uid return [[source_image_link, image_link], [input_caption, output_caption, instruction]] else: raise ValueError("Task not supported") def draw2_from_videogen_museum(task, model_name1, model_name2): domain = "https://github.com/ChromAIca/VideoGenMuseum/raw/main/Museum/" baselink = domain + "VideoGenHub_Text-Guided_VG" model_name1 = ARENA_TO_VG_MUSEUM[model_name1] if model_name1 in ARENA_TO_VG_MUSEUM else model_name1 model_name2 = ARENA_TO_VG_MUSEUM[model_name2] if model_name2 in ARENA_TO_VG_MUSEUM else model_name2 matched_results = fetch_indexes_no_csv(baselink) r = random.Random() uid, value = r.choice(list(matched_results.items())) video_link_1 = baselink + "/" + model_name1 + "/" + uid video_link_2 = baselink + "/" + model_name2 + "/" + uid if task == "t2v": # Video Gen prompt = value['prompt_en'] return [[video_link_1, video_link_2], [prompt]] else: raise ValueError("Task not supported") def draw_from_videogen_museum(task, model_name): domain = "https://github.com/ChromAIca/VideoGenMuseum/raw/main/Museum/" baselink = domain + "VideoGenHub_Text-Guided_VG" model_name = ARENA_TO_VG_MUSEUM[model_name] if model_name in ARENA_TO_VG_MUSEUM else model_name matched_results = fetch_indexes_no_csv(baselink) r = random.Random() uid, value = r.choice(list(matched_results.items())) model = model_name video_link = baselink + "/" + model + "/" + uid print(video_link) if task == "t2v": # Video Gen prompt = value['prompt_en'] return [video_link, prompt] else: raise ValueError("Task not supported")