Spaces:
Build error
Build error
adding lots of tiny gradio snippets
Browse files- Snippets.py +252 -0
Snippets.py
ADDED
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| 1 |
+
# zero gpus
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| 2 |
+
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| 3 |
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+import spaces
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| 4 |
+
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| 5 |
+
[email protected] # wherever a GPU is needed to compute
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| 6 |
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| 7 |
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| 8 |
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| 9 |
+
# INSTALL LIBRARY
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| 10 |
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!pip install -q gradio
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| 11 |
+
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| 12 |
+
# IMPORT LIBRARY
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| 13 |
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import gradio as gr
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| 14 |
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| 15 |
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# INCLUDE AT END OF APP.PY
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| 16 |
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demo.launch()
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| 17 |
+
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| 18 |
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# TEXT BOX
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| 19 |
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import gradio as gr
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| 20 |
+
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| 21 |
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with gr.Blocks() as demo:
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| 22 |
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gr.Textbox()
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# DEAULT BUTTON
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| 25 |
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with gr.Blocks() as demo:
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gr.Button()
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| 27 |
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| 28 |
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# CLEAR BUTTON
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| 29 |
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with gr.Blocks() as demo:
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| 30 |
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textbox = gr.Textbox(value="This is some text")
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gr.ClearButton(textbox)
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| 32 |
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| 33 |
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if __name__ == "__main__":
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| 34 |
+
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| 35 |
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# UPLOAD BUTTON (.txt & .csv)
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| 36 |
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def upload_file(files):
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| 37 |
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file_paths = [file.name for file in files]
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| 38 |
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return file_paths
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| 39 |
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| 40 |
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with gr.Blocks() as demo:
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| 41 |
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file_output = gr.File()
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| 42 |
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upload_button = gr.UploadButton("Click to Upload a File", file_types=["txt", "csv"], file_count="multiple")
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| 43 |
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upload_button.upload(upload_file, upload_button, file_output)
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| 44 |
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| 45 |
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# CHECKBOX
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| 46 |
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with gr.Blocks() as demo:
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| 47 |
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gr.Checkbox()
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| 48 |
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| 49 |
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# CHECKBOX GROUP
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| 50 |
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with gr.Blocks() as demo:
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gr.CheckboxGroup(choices=["First Choice", "Second Choice", "Third Choice"])
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| 52 |
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| 53 |
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# RADIO CHOICES
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| 54 |
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with gr.Blocks() as demo:
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gr.Radio(choices=["First Choice", "Second Choice", "Third Choice"])
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# PROGRESS BAR
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| 58 |
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import time
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| 60 |
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def load_set(progress=gr.Progress()):
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imgs = [None] * 24
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for img in progress.tqdm(imgs, desc="Loading..."):
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time.sleep(0.1)
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| 64 |
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return "Loaded"
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| 66 |
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| 67 |
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with gr.Blocks() as demo:
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| 68 |
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load = gr.Button("Load")
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| 69 |
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label = gr.Label(label="Loader")
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| 70 |
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load.click(load_set, outputs=label)
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| 71 |
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| 72 |
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demo.queue(concurrency_count=20).launch()
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| 73 |
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| 74 |
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# DROPDOWN MENU
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| 75 |
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with gr.Blocks() as demo:
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gr.Dropdown(choices=["First Choice", "Second Choice", "Third Choice"])
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| 77 |
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| 78 |
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# MARKDOWN
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| 79 |
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with gr.Blocks() as demo:
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| 80 |
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gr.Markdown(value="This _example_ was **written** in [Markdown](https://en.wikipedia.org/wiki/Markdown)\n")
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| 81 |
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| 82 |
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# NUMBERS
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| 83 |
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with gr.Blocks() as demo:
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| 84 |
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gr.Number()
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| 85 |
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| 86 |
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# WEBCAM CAPTURE
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| 87 |
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def snap(image, video):
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| 88 |
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return [image, video]
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| 89 |
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| 90 |
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| 91 |
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demo = gr.Interface(
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| 92 |
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snap,
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| 93 |
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[gr.Image(source="webcam", tool=None), gr.Video(source="webcam")],
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| 94 |
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["image", "video"],
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| 95 |
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)
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| 96 |
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| 97 |
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if __name__ == "__main__":
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| 98 |
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| 99 |
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# CANCEL EVENTS
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| 100 |
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import time
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| 101 |
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import gradio as gr
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| 102 |
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| 103 |
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| 104 |
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def fake_diffusion(steps):
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| 105 |
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for i in range(steps):
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print(f"Current step: {i}")
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| 107 |
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time.sleep(0.2)
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yield str(i)
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| 109 |
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| 110 |
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| 111 |
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def long_prediction(*args, **kwargs):
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| 112 |
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time.sleep(10)
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| 113 |
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return 42
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| 114 |
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| 116 |
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with gr.Blocks() as demo:
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| 117 |
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with gr.Row():
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| 118 |
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with gr.Column():
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| 119 |
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n = gr.Slider(1, 10, value=9, step=1, label="Number Steps")
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| 120 |
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run = gr.Button(value="Start Iterating")
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| 121 |
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output = gr.Textbox(label="Iterative Output")
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| 122 |
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stop = gr.Button(value="Stop Iterating")
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| 123 |
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with gr.Column():
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| 124 |
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textbox = gr.Textbox(label="Prompt")
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| 125 |
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prediction = gr.Number(label="Expensive Calculation")
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| 126 |
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run_pred = gr.Button(value="Run Expensive Calculation")
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| 127 |
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with gr.Column():
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| 128 |
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cancel_on_change = gr.Textbox(label="Cancel Iteration and Expensive Calculation on Change")
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| 129 |
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cancel_on_submit = gr.Textbox(label="Cancel Iteration and Expensive Calculation on Submit")
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| 130 |
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echo = gr.Textbox(label="Echo")
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| 131 |
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with gr.Row():
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| 132 |
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with gr.Column():
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| 133 |
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image = gr.Image(source="webcam", tool="editor", label="Cancel on edit", interactive=True)
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| 134 |
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with gr.Column():
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| 135 |
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video = gr.Video(source="webcam", label="Cancel on play", interactive=True)
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| 136 |
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| 137 |
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click_event = run.click(fake_diffusion, n, output)
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| 138 |
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stop.click(fn=None, inputs=None, outputs=None, cancels=[click_event])
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| 139 |
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pred_event = run_pred.click(fn=long_prediction, inputs=[textbox], outputs=prediction)
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| 140 |
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| 141 |
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cancel_on_change.change(None, None, None, cancels=[click_event, pred_event])
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| 142 |
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cancel_on_submit.submit(lambda s: s, cancel_on_submit, echo, cancels=[click_event, pred_event])
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| 143 |
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image.edit(None, None, None, cancels=[click_event, pred_event])
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| 144 |
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video.play(None, None, None, cancels=[click_event, pred_event])
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| 145 |
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| 146 |
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demo.queue(concurrency_count=2, max_size=20)
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| 147 |
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| 148 |
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if __name__ == "__main__":
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| 149 |
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demo.launch()
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| 150 |
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| 151 |
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# WEB SERVER
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| 152 |
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import portpicker
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| 153 |
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import threading
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| 154 |
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import socket
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| 155 |
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import IPython
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| 156 |
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| 157 |
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from six.moves import socketserver
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| 158 |
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from six.moves import SimpleHTTPServer
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| 159 |
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| 160 |
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class V6Server(socketserver.TCPServer):
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| 161 |
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address_family = socket.AF_INET6
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| 162 |
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| 163 |
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class Handler(SimpleHTTPServer.SimpleHTTPRequestHandler):
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| 164 |
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def do_GET(self):
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| 165 |
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self.send_response(200)
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| 166 |
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# If the response should not be cached in the notebook for
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| 167 |
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# offline access:
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| 168 |
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# self.send_header('x-colab-notebook-cache-control', 'no-cache')
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| 169 |
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self.end_headers()
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| 170 |
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self.wfile.write(b'''
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| 171 |
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document.querySelector('#output-area').appendChild(document.createTextNode('Script result!'));
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| 172 |
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''')
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| 173 |
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| 174 |
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port = portpicker.pick_unused_port()
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| 175 |
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| 176 |
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def server_entry():
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| 177 |
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httpd = V6Server(('::', port), Handler)
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| 178 |
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# Handle a single request then exit the thread.
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| 179 |
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httpd.serve_forever()
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| 180 |
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| 181 |
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thread = threading.Thread(target=server_entry)
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| 182 |
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thread.start()
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| 183 |
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| 184 |
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# Display some HTML referencing the resource.
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| 185 |
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display(IPython.display.HTML('<script src="https://localhost:{port}/"></script>'.format(port=port)))
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| 186 |
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| 187 |
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# CREATE WEB SERVER IFRAME
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| 188 |
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from google.colab import output
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| 189 |
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output.serve_kernel_port_as_iframe(port)
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| 190 |
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| 191 |
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# VIEW WEB SERVER AS NEW BROWSER TAB
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| 192 |
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from google.colab import output
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| 193 |
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output.serve_kernel_port_as_window(port)
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| 194 |
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| 195 |
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# CAMERA CAPTURE
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| 196 |
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from IPython.display import display, Javascript
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| 197 |
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from google.colab.output import eval_js
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| 198 |
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from base64 import b64decode
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| 199 |
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| 200 |
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def take_photo(filename='photo.jpg', quality=0.8):
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| 201 |
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js = Javascript('''
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| 202 |
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async function takePhoto(quality) {
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| 203 |
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const div = document.createElement('div');
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| 204 |
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const capture = document.createElement('button');
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| 205 |
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capture.textContent = 'Capture';
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div.appendChild(capture);
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| 207 |
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| 208 |
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const video = document.createElement('video');
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| 209 |
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video.style.display = 'block';
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| 210 |
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const stream = await navigator.mediaDevices.getUserMedia({video: true});
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| 211 |
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document.body.appendChild(div);
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| 213 |
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div.appendChild(video);
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| 214 |
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video.srcObject = stream;
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await video.play();
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| 217 |
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// Resize the output to fit the video element.
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| 218 |
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google.colab.output.setIframeHeight(document.documentElement.scrollHeight, true);
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// Wait for Capture to be clicked.
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| 221 |
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await new Promise((resolve) => capture.onclick = resolve);
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const canvas = document.createElement('canvas');
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canvas.width = video.videoWidth;
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| 225 |
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canvas.height = video.videoHeight;
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| 226 |
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canvas.getContext('2d').drawImage(video, 0, 0);
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| 227 |
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stream.getVideoTracks()[0].stop();
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| 228 |
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div.remove();
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| 229 |
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return canvas.toDataURL('image/jpeg', quality);
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| 230 |
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}
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''')
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| 232 |
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display(js)
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| 233 |
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data = eval_js('takePhoto({})'.format(quality))
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| 234 |
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binary = b64decode(data.split(',')[1])
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| 235 |
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with open(filename, 'wb') as f:
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| 236 |
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f.write(binary)
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| 237 |
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return filename
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| 238 |
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| 239 |
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| 240 |
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from IPython.display import Image
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| 241 |
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try:
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| 242 |
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filename = take_photo()
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| 243 |
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print('Saved to {}'.format(filename))
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| 244 |
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| 245 |
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# Show the image which was just taken.
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| 246 |
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display(Image(filename))
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| 247 |
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except Exception as err:
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| 248 |
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# Errors will be thrown if the user does not have a webcam or if they do not
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| 249 |
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# grant the page permission to access it.
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| 250 |
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print(str(err))
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| 251 |
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