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Create app.py
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app.py
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import streamlit as st
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import math
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import matplotlib.pyplot as plt
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import numpy as np
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# Function to calculate pipe diameter
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def calculate_diameter(flow_rate, velocity):
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# Formula to calculate pipe diameter (d = sqrt(4 * Q / (pi * v)))
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# Where Q is flow rate (in cubic meters per second)
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# v is the velocity (in meters per second)
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diameter = math.sqrt(4 * flow_rate / (math.pi * velocity))
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return diameter
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# Function to plot the graph
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def plot_diameter_graph():
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# Define a range of flow rates (Q) and velocities (v)
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flow_rate_values = np.linspace(0.01, 1.0, 100) # Range of flow rates (0.01 to 1.0 m³/s)
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velocity_values = np.linspace(0.1, 5.0, 50) # Range of velocities (0.1 to 5.0 m/s)
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# Create a meshgrid for the flow rates and velocities
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flow_rate_grid, velocity_grid = np.meshgrid(flow_rate_values, velocity_values)
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# Calculate the pipe diameter for each combination of flow rate and velocity
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diameter_values = np.sqrt(4 * flow_rate_grid / (np.pi * velocity_grid))
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# Plotting the graph
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fig, ax = plt.subplots(figsize=(10, 6))
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cp = ax.contourf(flow_rate_grid, velocity_grid, diameter_values, cmap='viridis')
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fig.colorbar(cp, ax=ax, label='Pipe Diameter (m)')
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ax.set_xlabel('Flow Rate (m³/s)')
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ax.set_ylabel('Velocity (m/s)')
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ax.set_title('Pipe Diameter vs. Flow Rate and Velocity')
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# Display the plot in Streamlit
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st.pyplot(fig)
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# Streamlit App
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def main():
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# Set the page configuration with a title, icon, and layout style
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st.set_page_config(
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page_title="Pipe Sizing Helper",
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page_icon="💧", # Water-related icon
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layout="centered", # Center the content
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)
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# Title and description
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st.title("Pipe Sizing Helper 💧")
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st.markdown("Enter the flow rate and permissible velocity to get the recommended pipe diameter.")
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# Input fields for flow rate and velocity
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flow_rate = st.number_input("Enter Flow Rate (m³/s):", min_value=0.0, step=0.01)
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velocity = st.number_input("Enter Permissible Velocity (m/s):", min_value=0.0, step=0.1)
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# Create a button to calculate the recommended pipe diameter
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if st.button("Generate Pipe Diameter"):
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# Check if both flow rate and velocity are greater than zero
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if flow_rate > 0 and velocity > 0:
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diameter = calculate_diameter(flow_rate, velocity)
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st.write(f"The recommended pipe diameter is: **{diameter:.2f} meters**")
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else:
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st.error("Please enter valid values for flow rate and velocity.")
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# Show the graphical visualization of pipe diameter vs flow rate and velocity
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st.subheader("Graphical Visualization")
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plot_diameter_graph()
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# Add some helpful info or tips
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st.markdown("""
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### Tips:
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- Flow rate (Q) is the volume of fluid passing through the pipe per unit of time (in cubic meters per second).
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- Permissible velocity (v) is the maximum allowable speed of the fluid inside the pipe (in meters per second).
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""")
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if __name__ == "__main__":
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main()
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