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neerajkalyank
commited on
Commit
•
69d8542
1
Parent(s):
ff7685a
Create bhel.py
Browse files
bhel.py
ADDED
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import pdfplumber
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import pandas as pd
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import gradio as gr
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# Define function to extract data
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def extract_data(pdf_file):
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data = []
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columns = ["SI No", "Material Description", "Unit", "Quantity", "Dely Qty", "Dely Date", "Unit Rate", "Value"]
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start_si, end_si = 10, 1150
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with pdfplumber.open(pdf_file) as pdf:
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for page in pdf.pages:
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text = page.extract_text().splitlines()
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for line in text:
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parts = line.split()
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try:
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si_no = int(parts[0])
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if start_si <= si_no <= end_si:
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material_desc = " ".join(parts[1:3])
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unit = parts[3]
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quantity = int(parts[4])
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dely_qty = int(parts[5])
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dely_date = parts[6]
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unit_rate = float(parts[7])
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value = float(parts[8])
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data.append([si_no, material_desc, unit, quantity, dely_qty, dely_date, unit_rate, value])
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except (ValueError, IndexError):
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continue
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df = pd.DataFrame(data, columns=columns)
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excel_path = "/tmp/Extracted_Purchase_Order_Data.xlsx"
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df.to_excel(excel_path, index=False)
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return excel_path
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# Set up Gradio interface
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iface = gr.Interface(
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fn=extract_data,
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inputs=gr.File(label="Upload PDF"),
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outputs=gr.File(label="Download Excel"),
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title="PDF Data Extractor"
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)
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# Launch the app
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iface.launch()
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