MuhammadSajid commited on
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1 Parent(s): b1b10d4

Delete app.py

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  1. app.py +0 -194
app.py DELETED
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- import gradio as gr
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- import math
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- import itertools
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- import ezdxf
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- import os
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- import groq
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- from ezdxf import zoom
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- from ezdxf.enums import TextEntityAlignment
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-
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- # Initialize Groq client
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- client = groq.Client(api_key=os.getenv("GROQ_API_KEY"))
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-
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- # Available Capacitor Units (kVAR)
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- available_capacitors = [25, 20, 15, 10, 5, 2.5, 1.5, 1]
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-
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- # Prompt Groq for explanation (optional)
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- def ask_groq(prompt):
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- try:
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- response = client.chat.completions.create(
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- model="llama3-8b-8192",
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- messages=[{"role": "user", "content": prompt}]
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- )
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- return response.choices[0].message.content
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- except Exception as e:
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- return f"Groq Error: {str(e)}"
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-
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- def calculate_power_parameters(voltage, current, power_factor):
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- if voltage > 0 and current > 0:
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- apparent_power = math.sqrt(3) * voltage * current
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- real_power = apparent_power * power_factor / 1000
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- try:
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- reactive_power = math.sqrt((apparent_power / 1000) ** 2 - real_power ** 2)
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- except ValueError:
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- reactive_power = 0.0
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- calculated_pf = real_power * 1000 / apparent_power if apparent_power > 0 else 0
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- return {
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- "apparent_power": round(apparent_power, 2),
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- "real_power": round(real_power, 2),
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- "reactive_power": round(reactive_power, 2),
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- "calculated_pf": round(calculated_pf, 2)
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- }
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- else:
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- return None
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-
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- def design_capacitor_bank(reactive_power, num_caps):
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- if reactive_power > 0 and num_caps > 0:
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- best_combo = None
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- min_error = float('inf')
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-
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- # Allow repetition freely to match reactive power
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- combos = itertools.combinations_with_replacement(available_capacitors, num_caps)
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- for combo in combos:
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- total = sum(combo)
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- error = abs(total - reactive_power)
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- if error < min_error:
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- min_error = error
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- best_combo = combo
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- if error == 0:
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- break
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-
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- if best_combo:
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- suggested_capacitors = [f"{cap} kVAR" for cap in best_combo]
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- total_kvar = sum(best_combo)
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- message = f"Total Compensation: {round(total_kvar, 2)} kVAR"
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- return {
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- "suggested_capacitors": suggested_capacitors,
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- "total_kvar": round(total_kvar, 2),
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- "message": message,
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- "combo": best_combo
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- }
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- else:
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- return {"message": "Could not find a suitable combination."}
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- else:
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- return None
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-
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- def create_dxf_capacitor_bank(capacitors):
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- doc = ezdxf.new()
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- msp = doc.modelspace()
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- x = 0
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- y = 0
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- row_width = 15 # Distance between capacitors in a row
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- row_height = 20
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- max_in_row = 5
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-
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- for idx, cap in enumerate(capacitors):
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- label = f"{cap} kVAR"
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- # Draw rectangle for capacitor
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- points = [(x, y), (x + 10, y), (x + 10, y + 10), (x, y + 10), (x, y)]
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- msp.add_lwpolyline(points, close=True, dxfattribs={'color': 3}) # Color 3 = Green
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-
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- # Add Text with more control
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- text = msp.add_text(label, dxfattribs={
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- 'height': 2.5,
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- 'color': 4, # color Cyan
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- 'style': 'STANDARD', # You can define text styles in DXF
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- 'halign': TextEntityAlignment.CENTER, # Horizontal alignment
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- 'valign': TextEntityAlignment.BOTTOM, # Vertical alignment
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- })
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- text.dxf.insert = (x + 5, y + 5) # Position at center of rectangle
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-
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- x += row_width
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- if (idx + 1) % max_in_row == 0: # Move to the next row
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- x = 0
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- y += row_height
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-
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- # Add a title
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- title_text = msp.add_text("Capacitor Bank Layout", dxfattribs={'height': 5, 'color': 1})
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- title_text.dxf.insert = (0, y + 30)
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-
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- # Zoom to extents
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- zoom.extents(msp, factor=1.1) # Add a small padding
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-
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- output_path = "capacitor_bank_layout.dxf"
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- doc.saveas(output_path)
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- return output_path
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-
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- def reactive_power_first(voltage, current, power_factor):
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- power_results = calculate_power_parameters(voltage, current, power_factor)
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- if power_results:
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- apparent_power_out = f"Apparent Power: **{power_results['apparent_power']} VA**"
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- real_power_out = f"Real Power: **{power_results['real_power']} kW**"
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- reactive_power_out = f"Reactive Power: **{power_results['reactive_power']} kVAR**"
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- calculated_pf_out = f"Calculated Power Factor: **{power_results['calculated_pf']}**"
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- return (
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- apparent_power_out,
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- real_power_out,
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- reactive_power_out,
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- calculated_pf_out,
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- power_results['reactive_power']
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- )
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- else:
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- return ("⚠️ Please enter valid Voltage and Current!", "", "", "", 0)
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-
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- def finalize_capacitor_bank(reactive_power, num_caps):
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- cap_bank_design = design_capacitor_bank(reactive_power, num_caps)
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- if cap_bank_design and cap_bank_design.get("suggested_capacitors"):
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- suggested_capacitors_text = "<br>".join(
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- [f"🔹 Capacitor {idx + 1}: **{cap}**" for idx, cap in enumerate(cap_bank_design['suggested_capacitors'])]
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- )
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- dxf_path = create_dxf_capacitor_bank(cap_bank_design["combo"])
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- return suggested_capacitors_text, cap_bank_design['message'], dxf_path
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- else:
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- return "Could not find a suitable combination.", "", None
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-
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- with gr.Blocks() as iface:
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- gr.Markdown("# ⚡ Three-Phase Power Calculator - Reactive Power Compensation")
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- gr.Markdown("""
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- Step 1: Enter system parameters to calculate apparent and reactive power.<br>
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- Step 2: Input number of capacitors to compute optimal configuration.<br>
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- Step 3: Download AutoCAD (.dxf) layout.
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- """)
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-
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- with gr.Row():
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- voltage = gr.Number(label="Enter Voltage (V)", value=415)
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- current = gr.Number(label="Enter Current (A)", value=250)
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- power_factor = gr.Slider(label="Power Factor", minimum=0.0, maximum=1.0, value=0.85, step=0.01)
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- frequency = gr.Radio(label="Select Frequency", choices=[50, 60], value=50)
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-
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- calc_btn = gr.Button("🔍 Calculate Power Parameters")
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-
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- apparent_power_out = gr.HTML()
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- real_power_out = gr.HTML()
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- reactive_power_out = gr.HTML()
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- calculated_pf_out = gr.HTML()
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- reactive_value = gr.Number(visible=False)
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-
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- calc_btn.click(
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- fn=reactive_power_first,
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- inputs=[voltage, current, power_factor],
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- outputs=[
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- apparent_power_out,
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- real_power_out,
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- reactive_power_out,
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- calculated_pf_out,
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- reactive_value
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- ]
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- )
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-
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- gr.Markdown("### ➕ Enter number of capacitors to compensate reactive power:")
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- num_caps_input = gr.Number(label="Number of Capacitors", precision=0)
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- finalize_btn = gr.Button("⚙️ Generate Capacitor Bank")
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-
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- capacitor_out = gr.HTML()
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- total_comp_out = gr.HTML()
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- dxf_file = gr.File(label="📥 Download AutoCAD File")
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-
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- finalize_btn.click(
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- fn=finalize_capacitor_bank,
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- inputs=[reactive_value, num_caps_input],
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- outputs=[capacitor_out, total_comp_out, dxf_file]
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- )
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-
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- if __name__ == "__main__":
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- iface.launch()