Create app.py

app.py

@@ -0,0 +1,147 @@
+import gradio as gr
+# import os
+# import sys
+# from pathlib import Path
+import time
+
+models =[
+    "CompVis/stable-diffusion-v1-4",
+    "runwayml/stable-diffusion-v1-5",
+    "prompthero/openjourney",
+    "stabilityai/stable-diffusion-2-1",
+    "stabilityai/stable-diffusion-2-1-base",
+    "andite/anything-v4.0",
+    "Linaqruf/anything-v3.0",
+    "eimiss/EimisAnimeDiffusion_1.0v",
+    "nitrosocke/Nitro-Diffusion",
+    "wavymulder/portraitplus",
+    "22h/vintedois-diffusion-v0-1",
+    "dreamlike-art/dreamlike-photoreal-2.0",
+    "dreamlike-art/dreamlike-diffusion-1.0",
+    "wavymulder/Analog-Diffusion",
+    "nitrosocke/redshift-diffusion",
+    "claudfuen/photorealistic-fuen-v1",
+    "prompthero/openjourney-v2",
+    "johnslegers/epic-diffusion",
+    "nitrosocke/Arcane-Diffusion",
+    "darkstorm2150/Protogen_x5.8_Official_Release",
+]
+
+
+interfaces = {}
+model_idx = 1
+for model_path in models:
+    interfaces[model_idx] = gr.Interface.load(f"models/{model_path}", live=False, preprocess=True, postprocess=False)
+    model_idx+=1
+
+
+def send_it_idx(idx):
+    def send_it_fn(prompt):
+        output = (interfaces.get(str(idx)) or interfaces.get(str(1)))(prompt)
+        return output
+    return send_it_fn
+
+def get_prompts(prompt_text):
+    return prompt_text
+
+def clear_it(val):
+    if int(val) != 0:
+        val = 0
+    else:
+        val = 0
+        pass
+    return val
+
+def all_task_end(cnt,t_stamp):
+    to = t_stamp + 60
+    et = time.time()
+    if et > to and t_stamp != 0:
+        d = gr.update(value=0)
+        tog = gr.update(value=1)
+        #print(f'to: {to}  et: {et}')
+    else:
+        if cnt != 0:
+            d = gr.update(value=et)
+        else:
+            d = gr.update(value=0)
+        tog = gr.update(value=0)
+        #print (f'passing:  to: {to}  et: {et}')
+        pass
+    return d, tog
+
+def all_task_start():
+    t = time.gmtime()
+    t_stamp = time.time()
+    current_time = time.strftime("%H:%M:%S", t)
+    return gr.update(value=t_stamp), gr.update(value=t_stamp), gr.update(value=0)
+
+def clear_fn():
+    nn = len(models)
+    return tuple([None for _ in range(nn)])
+
+
+
+with gr.Blocks() as my_interface:
+    with gr.Column(scale=12):
+        with gr.Row():
+            gr.Markdown("""- Primary prompt: 你想画的内容(英文单词，如 a cat, 加英文逗号效果更好；点 Improve 按钮进行完善)\n- Real prompt: 完善后的提示词，出现后再点右边的 Run 按钮开始运行""")
+        with gr.Row():
+            with gr.Column(scale=6):
+                primary_prompt=gr.Textbox(label="Primary prompt")
+                real_prompt=gr.Textbox(label="Real prompt")
+            with gr.Column(scale=6):
+                improve_prompts_btn=gr.Button("Improve")
+                with gr.Row():
+                    run=gr.Button("Run")
+                    clear_btn=gr.Button("Clear")
+        with gr.Row():
+            sd_outputs = {}
+            model_idx = 1
+            for model_path in models:
+                with gr.Column(scale=3, min_width=320):
+                    with gr.Box():
+                        sd_outputs[model_idx] = gr.Image(label=model_path)
+                    pass
+                model_idx += 1
+                pass
+            pass
+
+        with gr.Row(visible=False):
+            start_box=gr.Number(interactive=False)
+            end_box=gr.Number(interactive=False)
+            tog_box=gr.Textbox(value=0,interactive=False)
+
+        start_box.change(
+            all_task_end,
+            [start_box, end_box],
+            [start_box, tog_box],
+            every=1,
+            show_progress=False)
+
+        run.click(all_task_start, None, [start_box, end_box, tog_box])
+        runs_dict = {}
+        model_idx = 1
+        for model_path in models:
+            runs_dict[model_idx] = run.click(interfaces[model_idx], inputs=[real_prompt], outputs=[sd_outputs[model_idx]])
+            model_idx += 1
+            pass
+        pass
+
+        improve_prompts_btn_clicked=improve_prompts_btn.click(
+            get_prompts,
+            inputs=[primary_prompt],
+            outputs=[real_prompt],
+            cancels=list(runs_dict.values()))
+        clear_btn.click(
+            clear_fn,
+            None,
+            [primary_prompt, real_prompt, *list(sd_outputs.values())],
+            cancels=[improve_prompts_btn_clicked, *list(runs_dict.values())])
+        tog_box.change(
+            clear_it,
+            tog_box,
+            tog_box,
+            cancels=[*list(runs_dict.values()), improve_prompts_btn_clicked])
+
+my_interface.queue(concurrency_count=600, status_update_rate=1)
+my_interface.launch(inline=True, show_api=False)