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Update app.py
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app.py
CHANGED
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@@ -4,19 +4,23 @@ import subprocess
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import importlib
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import io
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import contextlib
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from pygments import highlight
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from pygments.lexers import PythonLexer
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from pygments.formatters import HtmlFormatter
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import matplotlib.pyplot as plt
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import numpy as np
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import pandas as pd
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# Function to install packages dynamically
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def install_package(package):
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subprocess.check_call([sys.executable, "-m", "pip", "install", package])
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# Function to execute user code with output capturing and visualization support
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def execute_code(code, libraries):
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# Install libraries
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for library in libraries.splitlines():
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if library.strip():
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@@ -33,6 +37,8 @@ def execute_code(code, libraries):
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'plt': plt,
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'np': np,
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'pd': pd,
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}
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exec(code, exec_globals)
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@@ -40,41 +46,93 @@ def execute_code(code, libraries):
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if plt.get_fignums():
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plt.savefig('plot.png')
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plt.close()
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return output.getvalue(), error_output.getvalue(), 'plot.png'
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else:
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return output.getvalue(), error_output.getvalue(), None
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except Exception as e:
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return "",
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# Function to highlight Python code
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def highlight_code(code):
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return highlight(code, PythonLexer(), HtmlFormatter(style="monokai"))
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# Define the Gradio interface
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with gr.Blocks(
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gr.Markdown("# Advanced Python Code Executor")
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with gr.Tabs():
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with gr.TabItem("Code Execution"):
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with gr.Row():
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with gr.Column(scale=2):
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code_input = gr.Code(label="Python Code", language="python", lines=
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-
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with gr.Column(scale=1):
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output = gr.Textbox(label="Standard Output", lines=10)
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error_output = gr.Textbox(label="Error Output", lines=5)
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plot_output = gr.Image(label="Plot Output")
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with gr.TabItem("Code Highlighting"):
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code_to_highlight = gr.Code(label="Enter Python code to highlight", language="python", lines=
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highlight_button = gr.Button("Highlight Code")
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highlighted_code = gr.HTML(label="Highlighted Code")
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execute_button.click(
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fn=execute_code,
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inputs=[code_input, libraries_input],
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outputs=[output, error_output, plot_output]
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)
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highlight_button.click(
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@@ -87,13 +145,25 @@ with gr.Blocks(css=".gradio-container {background-color: #f0f0f0;}") as demo:
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## Features:
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- Execute Python code with custom library imports
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- Capture and display standard output and error messages separately
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- Support for data visualization with matplotlib
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- Code highlighting for better readability
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-
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## Tips:
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- Use
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- Your plot will automatically be displayed if you use
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""")
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# Launch the interface
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import importlib
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import io
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import contextlib
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import traceback
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from pygments import highlight
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from pygments.lexers import PythonLexer
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from pygments.formatters import HtmlFormatter
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import matplotlib.pyplot as plt
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import numpy as np
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import pandas as pd
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import seaborn as sns
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import plotly.express as px
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import black
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# Function to install packages dynamically
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def install_package(package):
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subprocess.check_call([sys.executable, "-m", "pip", "install", package])
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# Function to execute user code with output capturing and visualization support
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def execute_code(code, libraries, timeout):
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# Install libraries
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for library in libraries.splitlines():
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if library.strip():
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'plt': plt,
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'np': np,
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'pd': pd,
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'sns': sns,
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'px': px,
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}
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exec(code, exec_globals)
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if plt.get_fignums():
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plt.savefig('plot.png')
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plt.close()
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return output.getvalue(), error_output.getvalue(), 'plot.png', None
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elif 'fig' in exec_globals and isinstance(exec_globals['fig'], px.Figure):
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exec_globals['fig'].write_image('plot.png')
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return output.getvalue(), error_output.getvalue(), 'plot.png', None
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else:
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return output.getvalue(), error_output.getvalue(), None, None
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except Exception as e:
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return "", traceback.format_exc(), None, None
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# Function to highlight Python code
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def highlight_code(code):
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return highlight(code, PythonLexer(), HtmlFormatter(style="monokai"))
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# Function to format code using Black
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def format_code(code):
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try:
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formatted_code = black.format_str(code, mode=black.FileMode())
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return formatted_code, "Code formatted successfully!"
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except Exception as e:
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return code, f"Formatting error: {str(e)}"
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# Function to generate sample code
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def generate_sample_code(sample_type):
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samples = {
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"Basic": "print('Hello, World!')\n\nfor i in range(5):\n print(i)",
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"Numpy": "import numpy as np\n\narr = np.array([1, 2, 3, 4, 5])\nprint(arr.mean())\nprint(arr.std())",
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"Pandas": "import pandas as pd\n\ndf = pd.DataFrame({'A': [1, 2, 3], 'B': [4, 5, 6]})\nprint(df.describe())",
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"Matplotlib": "import matplotlib.pyplot as plt\n\nx = [1, 2, 3, 4, 5]\ny = [2, 4, 6, 8, 10]\n\nplt.plot(x, y)\nplt.title('Simple Line Plot')\nplt.xlabel('X-axis')\nplt.ylabel('Y-axis')",
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"Seaborn": "import seaborn as sns\n\ntips = sns.load_dataset('tips')\nsns.scatterplot(x='total_bill', y='tip', data=tips)",
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"Plotly": "import plotly.express as px\n\ndf = px.data.gapminder().query('year == 2007')\nfig = px.scatter(df, x='gdpPercap', y='lifeExp', size='pop', color='continent', hover_name='country', log_x=True, size_max=60)\nfig.show()"
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}
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return samples.get(sample_type, "")
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# Define the Gradio interface
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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gr.Markdown("# Advanced Python Code Executor and Formatter")
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with gr.Tabs():
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with gr.TabItem("Code Execution"):
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with gr.Row():
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with gr.Column(scale=2):
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code_input = gr.Code(label="Python Code", language="python", lines=15)
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with gr.Row():
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libraries_input = gr.TextArea(label="Libraries (one per line)", placeholder="e.g.\nrequests\nscipy", lines=2)
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timeout_input = gr.Number(label="Timeout (seconds)", value=30, minimum=1, maximum=300)
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with gr.Row():
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execute_button = gr.Button("Run Code", variant="primary")
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clear_button = gr.Button("Clear", variant="secondary")
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sample_dropdown = gr.Dropdown(choices=["Basic", "Numpy", "Pandas", "Matplotlib", "Seaborn", "Plotly"], label="Load Sample Code")
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with gr.Column(scale=1):
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output = gr.Textbox(label="Standard Output", lines=10)
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error_output = gr.Textbox(label="Error Output", lines=5)
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plot_output = gr.Image(label="Plot Output")
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file_output = gr.File(label="Generated Files")
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with gr.TabItem("Code Formatting"):
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code_to_format = gr.Code(label="Enter Python code to format", language="python", lines=15)
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format_button = gr.Button("Format Code")
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formatted_code = gr.Code(label="Formatted Code", language="python", lines=15)
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format_message = gr.Textbox(label="Formatting Message")
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with gr.TabItem("Code Highlighting"):
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code_to_highlight = gr.Code(label="Enter Python code to highlight", language="python", lines=15)
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highlight_button = gr.Button("Highlight Code")
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highlighted_code = gr.HTML(label="Highlighted Code")
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execute_button.click(
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fn=execute_code,
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inputs=[code_input, libraries_input, timeout_input],
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outputs=[output, error_output, plot_output, file_output]
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)
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clear_button.click(
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lambda: ("", "", "", None, None),
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outputs=[code_input, output, error_output, plot_output, file_output]
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)
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sample_dropdown.change(
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fn=generate_sample_code,
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inputs=[sample_dropdown],
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outputs=[code_input]
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)
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format_button.click(
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fn=format_code,
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inputs=[code_to_format],
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outputs=[formatted_code, format_message]
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)
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highlight_button.click(
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## Features:
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- Execute Python code with custom library imports
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- Capture and display standard output and error messages separately
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- Support for data visualization with matplotlib, seaborn, and plotly
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- Code formatting using Black
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- Code highlighting for better readability
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- Sample code generator for quick starts
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- Timeout setting for code execution
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- Clear button to reset inputs and outputs
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## Pre-imported Libraries:
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- `plt` for matplotlib
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- `np` for numpy
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- `pd` for pandas
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- `sns` for seaborn
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- `px` for plotly express
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## Tips:
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- Use the sample code dropdown for quick examples
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- Your plot will automatically be displayed if you use plotting functions
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- Adjust the timeout if your code needs more execution time
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- Use the formatting tab to clean up your code structure
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""")
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# Launch the interface
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