Spaces:
Running
Running
Ifeanyi
commited on
Commit
·
a688180
1
Parent(s):
fcbc412
Initial commit
Browse files- Dockerfile +34 -0
- app.py +64 -0
Dockerfile
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# Use the official Python 3.10 base image
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FROM python:3.10-slim
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# Set environment variables
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ENV R_HOME=/usr/lib/R
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ENV PATH="${R_HOME}/bin:${PATH}"
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# Set the working directory in the container
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WORKDIR /app
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# Install system dependencies and R
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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r-base \
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libcurl4-openssl-dev \
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libssl-dev \
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libxml2-dev \
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libgit2-dev && \
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rm -rf /var/lib/apt/lists/*
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# Copy the requirements file into the container
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COPY requirements.txt .
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# Install Python dependencies
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RUN pip install --no-cache-dir -r requirements.txt
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# Copy the rest of the application code into the container
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COPY . .
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# Expose the port that Gradio will run on
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EXPOSE 7860
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# Command to run the application
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CMD ["python", "app.py"]
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app.py
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import gradio as gr
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import rpy2.robjects as robj
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from rpy2.robjects import default_converter
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from rpy2.robjects.conversion import localconverter
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# define R functions globally
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robj.r("""
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add <- function(x,y) { return(x + y) }
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multiply <- function(x,y) { return(x * y) }
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sub <- function(x,y) { return(x - y) }
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div <- function(x,y) { return(x / y) }
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""")
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def arithmetic(num1, num2, operation):
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with localconverter(default_converter):
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if operation == "Add":
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res = robj.r(f"add({num1}, {num2})")
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elif operation == "Multiply":
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res = robj.r(f"multiply({num1}, {num2})")
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elif operation == "Subtract":
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res = robj.r(f"sub({num1}, {num2})")
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elif operation == "Divide":
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res = robj.r(f"div({num1}, {num2})")
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return res[0]
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with gr.Blocks(
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title="R-Powered Calculator",
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theme="upsatwal/mlsc_tiet",
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css = "footer {display: none !important;}"
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) as app:
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gr.HTML(
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"""
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<h1 style='text-align: center'>
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<strong>R-Powered Calculator</strong>
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</h1>
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"""
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)
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with gr.Row():
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num1 = gr.Number(label="Number 1")
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num2 = gr.Number(label="Number 2")
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with gr.Column():
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operation = gr.Radio(choices=["Add", "Multiply", "Subtract", "Divide"],
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value="Add",
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label="Choose Arithmetic Operation",
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min_width=100,
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scale=0.3)
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with gr.Row():
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submit = gr.Button("Run Operation")
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with gr.Column():
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gr.HTML(
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"""
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<h3 style='text-align: center'>
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<strong>Arithmetic Operation Result</strong>
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</h3>
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"""
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)
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result = gr.Number()
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submit.click(arithmetic, inputs=[num1, num2, operation], outputs=[result])
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app.launch(server_name="0.0.0.0", server_port=7860)
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