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Commit ·
69bbb68
1
Parent(s): 6c3f7b7
Update app.py
Browse files
app.py
CHANGED
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import gradio as gr
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import
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import
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import
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#
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param5 = gr.Slider(minimum=0, maximum=1.5, step=0.25, label="Parameter 5", value=.75)
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param6 = gr.Slider(minimum=0, maximum=1.5, step=0.25, label="Parameter 6", value=.75)
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param7 = gr.Slider(minimum=0, maximum=1.5, step=0.25, label="Parameter 7", value=.75)
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param8 = gr.Slider(minimum=0, maximum=1.5, step=0.25, label="Parameter 8", value=.75)
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param9 = gr.Slider(minimum=0, maximum=1.5, step=0.25, label="Parameter 9", value=.75)
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param10 = gr.Slider(minimum=0, maximum=1.5, step=0.25, label="Parameter 10", value=.75)
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prompt_input = gr.Textbox(lines=2, placeholder="Imagine something...", label="Prompt", value="__cars__")
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steps_input = gr.Slider(minimum=15, maximum=50, step=15, value=5, label="Steps")
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reset_seed_input = gr.Checkbox(label="Randomize Composition")
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increment_seed_input = gr.Checkbox(label="New Composition")
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img_output = gr.Image(label="Generated Image")
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radar_output = gr.Plot(label="Radar Chart")
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slider_labels_output = gr.Textbox(label="Prompt: Slider Labels")
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title1 = gr.Textbox(value='Minimalism', label="Title 1")
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title2 = gr.Textbox(value='Bauhaus', label="Title 2")
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title3 = gr.Textbox(value='Organic Design', label="Title 3")
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title4 = gr.Textbox(value='Brutalism', label="Title 4")
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title5 = gr.Textbox(value='Mid-century Modern', label="Title 5")
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title6 = gr.Textbox(value='Retro-Vintage', label="Title 6")
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title7 = gr.Textbox(value='Futurism', label="Title 7")
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title8 = gr.Textbox(value='Tesselated', label="Title 8")
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title9 = gr.Textbox(value='Streamlined', label="Title 9")
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title10 = gr.Textbox(value='Timeless', label="Title 10")
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# Define other inputs and outputs
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# These are the inputs and outputs that will be used to generate the image
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prompt_input = gr.Textbox(lines=2, placeholder="Imagine something...", label="Prompt", value="__cars__")
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steps_input = gr.Slider(minimum=15, maximum=50, step=5, value=15, label="Steps")
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img_output = gr.Image(label="Generated Image")
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prompt = "__cars__"
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slider_labels = "concept art sketch"
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full_prompt = f"{prompt} {slider_labels}"
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prompt_input1 = title1
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prompt_input2 = title2
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prompt_input3 = title3
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# Global variables
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url = "http://73.255.78.150:7909/sdapi/v1/txt2img"
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session_seed = 1
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# Set a global variable for steps_input
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steps_input = 25
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last_session_seed = 2
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ALL_TITLES = [
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'Minimalism', 'Bauhaus', 'Organic Design', 'Brutalism', 'Mid-century Modern',
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'Retro-Vintage', 'Futurism', 'Tesselated', 'Streamlined', 'Timeless',
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'Industrial Chic', 'Art Deco', 'Elegant', 'Biomorphic Design', 'High Contrast',
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'Deconstructivism', 'Zen Design', 'Pop Art', 'Cyberpunk', 'Sustainable Design',
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'Angular', 'Textured', 'Symmetric', 'Utilitarian', 'Dynamic Energy Flow',
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'Less Extreme', 'Moderately Avant-Garde', 'Highly Avant-Garde'
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]
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ALL_VALUES = [
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1.5, 1.2, 0.8, 1.0, 0.5, 1.0, 0.3, 0.5, 1.1, 0.7,
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0.9, 1.3, 0.2, 1.3, 0.9, 1.1, 0.7, 0.6, 0.8, 0.4,
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0.2, 0.1, 1.2, 0.0, 0.4
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]
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base_payload = {
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"steps": 25,
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"seed": 1,
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"width": 768,
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"height": 512,
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}
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# Function to change the global variable 'prompt'
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def change_prompt(new_prompt):
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global prompt # declare that we're using the global variable
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prompt = new_prompt # overwrite the global variable
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change_prompt("__trains__")
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print(prompt) # will output "__trains__"
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def generate_image(prompt_input, steps, reset_seed, increment_seed):
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global session_seed
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global last_session_seed
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global slider_labels
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global prompt # declare that we're using the global variable
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prompt = prompt_input # overwrite the global variable with the new input
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if reset_seed:
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if session_seed != -1:
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last_session_seed = session_seed
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session_seed = -1
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elif not reset_seed and last_session_seed is not None:
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session_seed = last_session_seed
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elif session_seed is None:
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session_seed = random.randint(0, 10000)
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if increment_seed and session_seed != -1:
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session_seed += 1
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# Function definitions
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def generate_figure(r_values, theta_values, chart_title):
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fig = go.Figure(data=go.Scatterpolar(
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r=r_values, theta=theta_values, mode='lines+markers',
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marker=dict(size=10), fill='toself')
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)
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fig.update_layout(
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polar=dict(radialaxis=dict(visible=True, range=[-1.5, 1.75])),
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showlegend=False, title=chart_title
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)
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return fig
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# Global variables to store the initial values
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initial_values = [("Textured", 0.75), ("Deconstructivism", 0.75), ("Utilitarian", 0.75)]
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# Global variables to store the temporary arrays
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temp_parameters = [title for title, value in initial_values]
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temp_array = [value for title, value in initial_values]
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temp_r_values = [value for title, value in initial_values]
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def display_radar_chart(input_parameters, randomize_values, randomize_titles, randomize_param_count, chart_title, param_count, *params):
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global slider_labels # Ensure this variable is available in your scope
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global temp_parameters, temp_r_values # Declare the global variables
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print(f"Input Parameters: {input_parameters}")
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print(f"Randomize Values: {randomize_values}")
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print(f"Randomize Titles: {randomize_titles}")
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print(f"Randomize Parameter Count: {randomize_param_count}")
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print(f"Chart Title: {chart_title}")
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print(f"Parameter Count: {param_count}")
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if randomize_param_count:
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param_count = random.randint(3, 10)
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# Create a temporary array from comma-separated input_parameters
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if input_parameters:
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temp_parameters = re.split(r'\s*,\s*', input_parameters.strip())
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if len(temp_parameters) > param_count:
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temp_parameters = temp_parameters[:param_count]
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elif randomize_titles:
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temp_parameters = random.sample(ALL_TITLES, param_count)
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else:
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temp_parameters = []
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# Fill in missing parameters based on param_count
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if len(temp_parameters) < param_count:
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remaining_count = param_count - len(temp_parameters)
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additional_params = random.sample(set(ALL_TITLES) - set(temp_parameters), remaining_count)
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temp_parameters.extend(additional_params)
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# Create a temporary array for values
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if randomize_values:
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temp_r_values = random.sample(ALL_VALUES, len(temp_parameters))
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else:
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temp_r_values = list(params[:len(temp_parameters)])
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chart_figure = generate_figure(temp_r_values, temp_parameters, chart_title)
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slider_labels = ", ".join([f"({temp_parameters[i]}: {temp_r_values[i]:.2f})" for i in range(len(temp_r_values))])
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# Generate the radar chart
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fig = generate_figure(temp_r_values, temp_parameters, chart_title)
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return fig, slider_labels
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def set_initial_state():
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# Set default values for the form
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input_parameters = ""
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randomize_values = True
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randomize_titles = True
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randomize_param_count = False
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chart_title = "Radar Chart"
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param_count = 5
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title1 = 'Minimalism'
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param1 = 0.75
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title2 = 'Bauhaus'
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param2 = 0.75
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title3 = 'Organic Design'
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param3 = 0.75
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title4 = 'Brutalism'
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param4 = 0.75
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title5 = 'Mid-century Modern'
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param5 = 0.75
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title6 = 'Retro-Vintage'
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param6 = 0.75
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title7 = 'Futurism'
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param7 = 0.75
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title8 = 'Tesselated'
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param8 = 0.75
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title9 = 'Streamlined'
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param9 = 0.75
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title10 = 'Timeless'
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param10 = 0.75
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# Call display_radar_chart with default values
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return display_radar_chart(input_parameters, randomize_values, randomize_titles, randomize_param_count, chart_title, param_count, title1, param1, title2, param2, title3, param3, title4, param4, title5, param5, title6, param6, title7, param7, title8, param8, title9, param9, title10, param10)
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# Call set_initial_state when the app is first loaded
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set_initial_state()
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def generate_image(prompt_input, steps_input, reset_seed_input, increment_seed_input):
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global session_seed, last_session_seed, slider_labels
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print(f"Prompt Input: {prompt_input}")
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print(f"Steps Input: {steps_input}")
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print(f"Reset Seed Input: {reset_seed_input}")
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print(f"Increment Seed Input: {increment_seed_input}")
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if reset_seed_input:
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session_seed = random.randint(1, 10000)
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elif increment_seed_input and last_session_seed is not None:
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session_seed = last_session_seed + 1
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last_session_seed = session_seed
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# Update the base_payload with the new values
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full_prompt = f"{prompt_input} inspired by {slider_labels}"
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base_payload.update({
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"prompt": full_prompt,
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"steps": 25,
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"seed": session_seed,
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"negative_prompt": "",
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"prompt_styles": ["RayOPunk"],
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"sampler_index": "DPM++ 2M Karras",
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"restore_faces": False,
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"tiling": False,
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"n_iter": 1,
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"batch_size": 1,
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"cfg_scale": 7.0,
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"subseed": -1,
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"subseed_strength": 0.0,
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"seed_resize_from_h": -1,
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"seed_resize_from_w": -1,
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"seed_enable_extras": False,
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"height": 768,
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"width": 1024,
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"enable_hr": False,
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"denoising_strength": 0.0,
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"hr_scale": 2.0,
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"hr_upscaler": "Latent",
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"hr_second_pass_steps": 0,
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"hr_resize_x": 0,
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"hr_resize_y": 0,
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"hr_sampler_index": "",
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"hr_prompt": "",
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"hr_negative_prompt": "",
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"override_settings_texts": ""
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})
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# Make the API call
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response = requests.post(url, json=base_payload)
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# Handle the response
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response_data = response.json()
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try:
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# Decode the base64 image
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img_data = base64.b64decode(response_data['images'][0])
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img = Image.open(io.BytesIO(img_data))
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except KeyError:
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# Handle error in response
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error_message = response_data.get('error', 'Unknown error')
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error_image = Image.new('RGB', (512, 512), color=(73, 109, 137))
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d = ImageDraw.Draw(error_image)
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d.text((10, 10), f"Error: {error_message}", fill=(255, 255, 0))
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img = error_image
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return img
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def update_titles(title1, title2, title3, title4, title5, title6, title7, title8, title9, title10):
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global slider_labels
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slider_labels = ', '.join([title1, title2, title3, title4, title5, title6, title7, title8, title9, title10])
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return slider_labels
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def radar_chart_fn(input_parameters, randomize_values, randomize_titles, randomize_param_count, chart_title, param_count, param1, param2, param3, param4, param5, param6, param7, param8, param9, param10, title1, title2, title3, title4, title5, title6, title7, title8, title9, title10):
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# Generate the radar chart
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radar_chart, slider_labels = display_radar_chart(input_parameters, randomize_values, randomize_titles, randomize_param_count, chart_title, param_count, param1, param2, param3, param4, param5, param6, param7, param8, param9, param10, title1, title2, title3, title4, title5, title6, title7, title8, title9, title10)
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return radar_chart, slider_labels
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last_radar_chart = None
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last_slider_labels = None
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last_img = None
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def radar_chart_fn(input_parameters, randomize_values, randomize_titles, randomize_param_count, chart_title, param_count, param1, param2, param3, param4, param5, param6, param7, param8, param9, param10, title1, title2, title3, title4, title5, title6, title7, title8, title9, title10):
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global last_radar_chart, last_slider_labels
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# Generate the radar chart
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last_radar_chart, last_slider_labels = display_radar_chart(input_parameters, randomize_values, randomize_titles, randomize_param_count, chart_title, param_count, param1, param2, param3, param4, param5, param6, param7, param8, param9, param10, title1, title2, title3, title4, title5, title6, title7, title8, title9, title10)
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return last_radar_chart, last_slider_labels
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def image_fn(prompt_input, steps_input, reset_seed_input, increment_seed_input):
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global last_img
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# Generate the image
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last_img = generate_image(prompt_input, steps_input, reset_seed_input, increment_seed_input)
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return last_img
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def output_radar_chart_fn():
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# Return the last generated radar chart
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return last_radar_chart, last_slider_labels
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def output_image_fn():
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# Return the last generated image
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return last_img
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# Create the Gradio Interface for Radar Chart
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with gr.Blocks() as app:
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gr.Markdown("# Radar Chart")
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radar_interface = gr.Interface(
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fn=radar_chart_fn,
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inputs=[input_parameters, randomize_values, randomize_titles, randomize_param_count, chart_title, param_count, param1, param2, param3, param4, param5, param6, param7, param8, param9, param10, title1, title2, title3, title4, title5, title6, title7, title8, title9, title10],
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outputs=[radar_output, slider_labels_output])
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def image_fn(prompt_input, steps_input, reset_seed_input, increment_seed_input):
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# Generate the image
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img = generate_image(prompt_input, steps_input, reset_seed_input, increment_seed_input)
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return img
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def generate_and_display_image(prompt_input, title, param, steps_input):
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| 344 |
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full_prompt = f"{prompt_input} inspired by ({title}:{param})"
|
| 345 |
-
img = generate_image(full_prompt, steps_input, reset_seed_input=False, increment_seed_input=False)
|
| 346 |
-
return img
|
| 347 |
-
|
| 348 |
-
|
| 349 |
-
def radar_chart_fn(input_parameters, randomize_values, randomize_titles, randomize_param_count, chart_title, param_count, param1, param2, param3, param4, param5, param6, param7, param8, param9, param10, title1, title2, title3, title4, title5, title6, title7, title8, title9, title10):
|
| 350 |
-
global last_radar_chart, last_slider_labels
|
| 351 |
-
# Generate the radar chart
|
| 352 |
-
last_radar_chart, last_slider_labels = display_radar_chart(input_parameters, randomize_values, randomize_titles, randomize_param_count, chart_title, param_count, param1, param2, param3, param4, param5, param6, param7, param8, param9, param10, title1, title2, title3, title4, title5, title6, title7, title8, title9, title10)
|
| 353 |
-
set_textbox_values(last_slider_labels)
|
| 354 |
-
return last_radar_chart, last_slider_labels
|
| 355 |
-
|
| 356 |
-
def output_radar_chart_fn():
|
| 357 |
-
# Return the last generated radar chart
|
| 358 |
-
set_textbox_values(last_slider_labels)
|
| 359 |
-
return last_radar_chart, last_slider_labels
|
| 360 |
-
|
| 361 |
-
with gr.Blocks() as app:
|
| 362 |
-
with gr.Accordion("Inputs and Outputs", collapsed=True):
|
| 363 |
-
radar_interface = gr.Interface(
|
| 364 |
-
fn=radar_chart_fn,
|
| 365 |
-
inputs=[input_parameters, randomize_values, randomize_titles, randomize_param_count, chart_title, param_count, param1, param2, param3],
|
| 366 |
-
outputs=[radar_output, slider_labels_output])
|
| 367 |
-
prompt_input = gr.Textbox(lines=2, placeholder="Imagine something...", label="Prompt", value="__cars__")
|
| 368 |
-
reset_seed_input = gr.Checkbox(label="Randomize Composition")
|
| 369 |
-
increment_seed_input = gr.Checkbox(label="New Composition")
|
| 370 |
-
img_output = gr.Image(label="Generated Image")
|
| 371 |
-
iface = gr.Interface(
|
| 372 |
-
fn=image_fn,
|
| 373 |
-
inputs=[prompt_input, reset_seed_input, increment_seed_input],
|
| 374 |
-
outputs=[img_output],
|
| 375 |
-
live=False
|
| 376 |
-
)
|
| 377 |
-
with gr.Row():
|
| 378 |
-
with gr.Column(scale=2):
|
| 379 |
-
output_image_interface = gr.Interface(
|
| 380 |
-
fn=output_image_fn,
|
| 381 |
-
inputs=[],
|
| 382 |
-
outputs=[img_output],
|
| 383 |
-
live=True
|
| 384 |
-
)
|
| 385 |
-
with gr.Column(scale=1):
|
| 386 |
-
output_radar_interface = gr.Interface(
|
| 387 |
-
fn=output_radar_chart_fn,
|
| 388 |
-
inputs=[],
|
| 389 |
-
outputs=[radar_output, slider_labels_output])
|
| 390 |
-
|
| 391 |
-
def set_textbox_values(slider_labels_output):
|
| 392 |
-
# Validate the input
|
| 393 |
-
if not slider_labels_output:
|
| 394 |
-
return
|
| 395 |
-
|
| 396 |
-
# Split and parse the slider_labels_output
|
| 397 |
-
slider_data = slider_labels_output.split(', ')
|
| 398 |
-
|
| 399 |
-
for i, data in enumerate(slider_data):
|
| 400 |
-
try:
|
| 401 |
-
title, value = data.split(':')
|
| 402 |
-
globals()[f'title{i+1}'].value = title.strip()
|
| 403 |
-
globals()[f'param{i+1}'].value = float(value.strip())
|
| 404 |
-
except ValueError:
|
| 405 |
-
print(f"Could not parse data for slider {i+1}")
|
| 406 |
-
|
| 407 |
-
# Example usage:
|
| 408 |
-
slider_labels_output = "title1: 0.5, title2: 0.8, title3: 0.2"
|
| 409 |
-
set_textbox_values(slider_labels_output)
|
| 410 |
-
|
| 411 |
-
|
| 412 |
-
# Call this function to update the textboxes and sliders before creating them
|
| 413 |
-
set_textbox_values(last_slider_labels)
|
| 414 |
-
# Assuming slider_labels_output is a string like "(title1: value1), (title2: value2), ..."
|
| 415 |
-
slider_labels_output = "(title1: 0.75), (title2: 0.5), (title3: 1.25)"
|
| 416 |
-
# Split the string into individual labels
|
| 417 |
-
labels = slider_labels_output.split(", ")
|
| 418 |
-
|
| 419 |
-
# Extract the values from each label and convert them to floats
|
| 420 |
-
initial_values = [float(label.split(": ")[1].strip(")")) for label in slider_labels_output.split(", ")]
|
| 421 |
-
|
| 422 |
-
with gr.Row():
|
| 423 |
-
for i in range(1, len(initial_values) + 1):
|
| 424 |
-
with gr.Column(scale=1):
|
| 425 |
-
param = gr.Slider(minimum=0, maximum=1.5, step=0.25, label=f"Parameter {i}", value=temp_array[i-1])
|
| 426 |
-
title = gr.Textbox(value=temp_parameters[i-1], label=f"Inspiration Word {i}")
|
| 427 |
-
img = gr.Interface(fn=generate_and_display_image, inputs=[prompt_input, title, param], outputs="image")
|
| 428 |
-
|
| 429 |
-
# Add the slider_labels_output textbox to a new row
|
| 430 |
-
with gr.Row():
|
| 431 |
-
slider_labels_output = gr.Textbox(value=slider_labels_output, label="Slider Labels")
|
| 432 |
-
# Launch the app
|
| 433 |
-
app.launch(share=True)
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
+
import threading
|
| 3 |
+
import subprocess
|
| 4 |
+
import time # Import time module
|
| 5 |
+
|
| 6 |
+
# Initial Gradio app code
|
| 7 |
+
code = """import gradio as gr
|
| 8 |
+
|
| 9 |
+
def greet(name):
|
| 10 |
+
return f"Hello {name}!"
|
| 11 |
+
|
| 12 |
+
iface = gr.Interface(fn=greet, inputs="text", outputs="text")
|
| 13 |
+
iface.launch(share=True)
|
| 14 |
+
"""
|
| 15 |
+
|
| 16 |
+
port = 7860 # Initial port
|
| 17 |
+
|
| 18 |
+
def run_code(new_code, port):
|
| 19 |
+
with open("app.py", "w") as file:
|
| 20 |
+
file.write(new_code)
|
| 21 |
+
subprocess.run(["python", "app.py", f"--port={port + 1}"]) # Specify port
|
| 22 |
+
|
| 23 |
+
def update_code(submitted_code):
|
| 24 |
+
global code, port
|
| 25 |
+
code = submitted_code
|
| 26 |
+
port += 1 # Increment port for each new Gradio interface
|
| 27 |
+
threading.Thread(target=run_code, args=(code, port)).start()
|
| 28 |
+
time.sleep(5) # Add a delay of 5 seconds
|
| 29 |
+
return f'<iframe src="http://localhost:{port}/" width="100%" height="400"></iframe>'
|
| 30 |
+
|
| 31 |
+
def main_ui():
|
| 32 |
+
code_input = gr.Textbox(lines=20, label="Code Editor", value=code) # Corrected the import for Textbox
|
| 33 |
+
iframe_output = gr.HTML() # Created HTML component for iframe output
|
| 34 |
+
iface = gr.Interface(fn=update_code, inputs=code_input, outputs=iframe_output, live=False, share=True) # Included share=True
|
| 35 |
+
iface.launch()
|
| 36 |
+
|
| 37 |
+
if __name__ == "__main__":
|
| 38 |
+
main_ui()
|
|
|
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