Spaces:

Yntec
/

HuggingfaceDiffusion

Running

App Files Files Community

Yntec commited on Aug 12

Commit

b2c6964

•

1 Parent(s): 759203c

Update app.py

Browse files

Files changed (1) hide show

app.py +151 -63

app.py CHANGED Viewed

@@ -2,7 +2,9 @@ import gradio as gr
 from random import randint
 from all_models import models
 from externalmod import gr_Interface_load
 def load_fn(models):
     global models_load
@@ -13,7 +15,8 @@ def load_fn(models):
             try:
                 m = gr_Interface_load(f'models/{model}')
             except Exception as error:
-                m = gr.Interface(lambda txt: None, ['text'], ['image'])
             models_load.update({model: m})
@@ -22,75 +25,160 @@ load_fn(models)
 num_models = 6
 default_models = models[:num_models]
 def extend_choices(choices):
-    return choices[0:num_models] + (num_models - len(choices[0:num_models])) * ['NA']
 def update_imgbox(choices):
-    choices_plus = extend_choices(choices[0:num_models])
     return [gr.Image(None, label = m, visible = (m != 'NA')) for m in choices_plus]
-def gen_fn(model_str, prompt):
-    if model_str == 'NA':
-        return None
-    noise = str('') #str(randint(0, 99999999999))
-    return models_load[model_str](f'{prompt} {noise}')
-with gr.Blocks() as demo:
-    gr.HTML(
-    """
-        <div>
-        <p> <center>For simultaneous generations without queue check out <a href="https://huggingface.co/spaces/Yntec/ToyWorld">Toy World</a>! For different behavior and galleries check out <a href="https://huggingface.co/spaces/Yntec/Diffusion80XX4">Diffusion80XX4</a> and <a href="https://huggingface.co/spaces/John6666/Diffusion80XX4g">Diffusion80XX4g</a> by John6666!</center>
-        </p></div>
-    """
-)
-    with gr.Tab('The Dream'):
-        txt_input = gr.Textbox(label = 'Your prompt:', lines=4) #.style(container=False,min_width=1200)
-        gen_button = gr.Button('Generate up to 6 images from 1 minute to 18 minutes total wait time')
-        stop_button = gr.Button('Stop', variant = 'secondary', interactive = False)
-        gen_button.click(lambda s: gr.update(interactive = True), None, stop_button)
-        gr.HTML(
-        """
-            <div style="text-align: center; max-width: 1200px; margin: 0 auto;">
-              <div>
-                <body>
-                <div class="center"><p style="margin-bottom: 10px; color: #000000;">Scroll down to see more images and select models.</p>
-                </div>
-                </body>
-              </div>
-            </div>
-        """
-               )
-        with gr.Row():
-            output = [gr.Image(label = m, min_width=480) for m in default_models]
-            current_models = [gr.Textbox(m, visible = False) for m in default_models]
-            for m, o in zip(current_models, output):
-                gen_event = gen_button.click(gen_fn, [m, txt_input], o)
-                stop_button.click(lambda s: gr.update(interactive = False), None, stop_button, cancels = [gen_event])
-        with gr.Accordion('Model selection'):
-            #model_choice = gr.CheckboxGroup(models, label = f'Choose up to {num_models} different models from the 866 available!', value = default_models, multiselect = True, max_choices = num_models, interactive = True, filterable = False)
-            #model_choice.change(update_imgbox, model_choice, output)
-            #model_choice.change(extend_choices, model_choice, current_models)
-            model_choice = gr.CheckboxGroup(models, label = f'Choose up to {num_models} different models from the 874 available!', value = default_models, interactive = True)
-            #model_choice.change(lambda x: x[0:num_models], [model_choice], [model_choice])
-            model_choice.change(update_imgbox, model_choice, output)
-            model_choice.change(extend_choices, model_choice, current_models)
-        with gr.Row():
-            gr.HTML(
-    """
-        <div class="footer">
-        <p> Based on the <a href="https://huggingface.co/spaces/derwahnsinn/TestGen">TestGen</a> Space by derwahnsinn, the <a href="https://huggingface.co/spaces/RdnUser77/SpacIO_v1">SpacIO</a> Space by RdnUser77 and Omnibus's Maximum Multiplier!
-        </p>
-    """
-)
-demo.queue()
 demo.launch()

 from random import randint
 from all_models import models
 from externalmod import gr_Interface_load
+import asyncio
+from threading import RLock
+lock = RLock()
 def load_fn(models):
     global models_load
             try:
                 m = gr_Interface_load(f'models/{model}')
             except Exception as error:
+                print(error)
+                m = gr.Interface(lambda: None, ['text'], ['image'])
             models_load.update({model: m})
 num_models = 6
 default_models = models[:num_models]
+timeout = 60
 def extend_choices(choices):
+    return choices[:num_models] + (num_models - len(choices[:num_models])) * ['NA']
 def update_imgbox(choices):
+    choices_plus = extend_choices(choices[:num_models])
     return [gr.Image(None, label = m, visible = (m != 'NA')) for m in choices_plus]
+def update_imgbox_gallery(choices):
+    choices_plus = extend_choices(choices[:num_models])
+    return [gr.Gallery(None, label = m, visible = (m != 'NA')) for m in choices_plus]
+async def infer(model_str, prompt, timeout):
+    from PIL import Image
+    noise = ""
+    rand = randint(1, 500)
+    for i in range(rand):
+        noise += " "
+    task = asyncio.create_task(asyncio.to_thread(models_load[model_str], f'{prompt} {noise}'))
+    await asyncio.sleep(0)
+    try:
+        result = await asyncio.wait_for(task, timeout=timeout)
+    except (Exception, asyncio.TimeoutError) as e:
+        print(e)
+        print(f"Task timed out: {model_str}")
+        if not task.done(): task.cancel()
+        result = None
+    if task.done() and result is not None:
+        with lock:
+            image = Image.open(result).convert('RGBA')
+        return image
+    return None
+def gen_fn(model_str, prompt):
+    if model_str == 'NA':
+        return None
+    try:
+        loop = asyncio.new_event_loop()
+        result = loop.run_until_complete(infer(model_str, prompt, timeout))
+    except (Exception, asyncio.CancelledError) as e:
+        print(e)
+        print(f"Task aborted: {model_str}")
+        result = None
+    finally:
+        loop.close()
+    return result
+def add_gallery(image, model_str, gallery):
+    if gallery is None: gallery = []
+    with lock:
+        if image is not None: gallery.insert(0, (image, model_str))
+    return gallery
+def gen_fn_gallery(model_str, prompt, gallery):
+    if gallery is None: gallery = []
+    if model_str == 'NA':
+        yield gallery
+    try:
+        loop = asyncio.new_event_loop()
+        result = loop.run_until_complete(infer(model_str, prompt, timeout))
+        with lock:
+            if result: gallery.insert(0, result)
+    except (Exception, asyncio.CancelledError) as e:
+        print(e)
+        print(f"Task aborted: {model_str}")
+    finally:
+        loop.close()
+    yield gallery
+CSS="""
+#container { max-width: 1200px; margin: 0 auto; !important; }
+.output { width=112px; height=112px; !important; }
+.gallery { width=100%; min_height=768px; !important; }
+.guide { text-align: center; !important; }
+"""
+with gr.Blocks(theme='Nymbo/Nymbo_Theme', fill_width=True, css=CSS) as demo:
+    with gr.Tab('The Dream'):
+        with gr.Column(scale=2):
+            txt_input = gr.Textbox(label='Your prompt:', lines=4)
+            with gr.Row():
+                gen_button = gr.Button('Generate up to 6 images in up to 3 minutes total', scale=2)
+                stop_button = gr.Button('Stop', variant='secondary', interactive=False, scale=1)
+                gen_button.click(lambda: gr.update(interactive = True), None, stop_button)
+            gr.Markdown("Scroll down to see more images and select models.", elem_classes="guide")
+        with gr.Column(scale=1):
+            with gr.Group():
+                with gr.Row():
+                    output = [gr.Image(label=m, show_download_button=True, elem_classes="output", interactive=False, min_width=80, show_share_button=False, visible=True) for m in default_models]
+                    #output = [gr.Image(label=m, show_download_button=True, elem_classes="output", interactive=False, show_share_button=True) for m in default_models]
+                    #output = [gr.Gallery(label=m, show_download_button=True, elem_classes="output", interactive=False, show_share_button=True, container=True, format="png", object_fit="cover") for m in default_models]
+                    current_models = [gr.Textbox(m, visible=False) for m in default_models]
+        with gr.Column(scale=2):
+            gallery = gr.Gallery(label="Output", show_download_button=True, elem_classes="gallery",
+                                interactive=False, show_share_button=True, container=True, format="png",
+                                preview=True, object_fit="cover", columns=2, rows=2)
+        for m, o in zip(current_models, output):
+            #gen_event = gen_button.click(gen_fn, [m, txt_input], o)
+            #gen_event = gen_button.click(gen_fn_gallery, [m, txt_input, o], o)
+            gen_event = gr.on(triggers=[gen_button.click, txt_input.submit], fn=gen_fn, inputs=[m, txt_input], outputs=[o])
+            o.change(add_gallery, [o, m, gallery], [gallery])
+            stop_button.click(lambda: gr.update(interactive = False), None, stop_button, cancels = [gen_event])
+        with gr.Column(scale=4):
+            with gr.Accordion('Model selection'):
+                model_choice = gr.CheckboxGroup(models, label = f'Choose up to {num_models} different models from the 866 available!', value=default_models, interactive=True)
+                model_choice.change(update_imgbox, model_choice, output)
+                #model_choice.change(update_imgbox_gallery, model_choice, output)
+                model_choice.change(extend_choices, model_choice, current_models)
+    with gr.Tab('Single model'):
+        with gr.Column(scale=2):
+            model_choice2 = gr.Dropdown(models, label='Choose model', value=models[0])
+            txt_input2 = gr.Textbox(label='Your prompt:', lines=4)
+            max_images = 6
+            num_images = gr.Slider(1, max_images, value=max_images, step=1, label='Number of images')
+            with gr.Row():
+                gen_button2 = gr.Button('Generate', scale=2)
+                stop_button2 = gr.Button('Stop', variant='secondary', interactive=False, scale=1)
+                gen_button2.click(lambda: gr.update(interactive = True), None, stop_button2)
+        with gr.Column(scale=1):
+            with gr.Group():
+                with gr.Row():
+                    output2 = [gr.Image(label = '', show_download_button=True, elem_classes="output", interactive=False, min_width=80, visible=True, show_share_button=False, show_label=False) for _ in range(max_images)]
+                    #output2 = [gr.Image(label = '') for _ in range(max_images)]
+        with gr.Column(scale=2):
+            gallery2 = gr.Gallery(label="Output", show_download_button=True, elem_classes="gallery",
+                                interactive=False, show_share_button=True, container=True, format="png",
+                                preview=True, object_fit="cover", columns=2, rows=2)
+        for i, o in enumerate(output2):
+            img_i = gr.Number(i, visible = False)
+            num_images.change(lambda i, n: gr.update(visible = (i < n)), [img_i, num_images], o)
+            #gen_event2 = gen_button2.click(lambda i, n, m, t: gen_fn(m, t) if (i < n) else None, [img_i, num_images, model_choice2, txt_input2], o)
+            gen_event2 = gr.on(triggers=[gen_button2.click, txt_input2.submit], fn=lambda i, n, m, t: gen_fn(m, t) if (i < n) else None, inputs=[img_i, num_images, model_choice2, txt_input2], outputs=[o])
+            o.change(add_gallery, [o, model_choice2, gallery2], [gallery2])
+            stop_button2.click(lambda: gr.update(interactive = False), None, stop_button2, cancels = [gen_event2])
+    gr.Markdown("Based on the [TestGen](https://huggingface.co/spaces/derwahnsinn/TestGen) Space by derwahnsinn, the [SpacIO](https://huggingface.co/spaces/RdnUser77/SpacIO_v1) Space by RdnUser77 and Omnibus's Maximum Multiplier!")
+demo.queue()
 demo.launch()