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PDF to Excel converter, Excel report generator, and data utilities

Project description

PyVerix 🔧

A Python library for PDF extraction, Excel report generation, and data utilities.

Installation

pip install pyverix

Or from source:

git clone https://github.com/muhammadsubhan/pyverix
cd pyverix
pip install -e ".[dev]"

Features

Module Class What it does
converters PDFToExcel Extract tables & text from PDFs → styled .xlsx
generators ExcelReportGenerator Build multi-sheet Excel reports from data
generators SummaryReportGenerator Build KPI dashboard sheets
utils format_currency Format numbers as currency strings
utils format_percentage Format decimals as percentage strings
utils auto_fit_columns Auto-fit column widths in openpyxl sheets

Quick Start

PDF → Excel

from pyverix import PDFToExcel

converter = PDFToExcel("invoice.pdf")
converter.convert("invoice_tables.xlsx")

# Include raw text as an extra sheet
converter.convert("invoice_full.xlsx", include_text=True)

# Custom header color
converter.convert("invoice_styled.xlsx", header_color="375623")

Excel Report Generator

from pyverix import ExcelReportGenerator

gen = ExcelReportGenerator(title="Monthly Sales Report", theme="blue")

gen.add_cover(author="Muhammad Subhan", company="PyVerix Inc.")

gen.add_sheet("Sales", [
    {"Product": "Widget A", "Units": 120, "Revenue": 2400},
    {"Product": "Widget B", "Units": 85,  "Revenue": 1700},
], add_totals=True, add_chart=True, chart_col="Revenue")

gen.add_sheet("Attendance", df_attendance)

gen.save("monthly_report.xlsx")

Themes: blue (default), green, red, purple

KPI Dashboard

from pyverix import SummaryReportGenerator

gen = SummaryReportGenerator("Q2 KPI Dashboard")

gen.add_kpi("Total Revenue", 125000, prefix="$", change=+8.3)
gen.add_kpi("Orders",        4321,               change=-2.1)
gen.add_kpi("CSAT",          92,     suffix="%",  highlight="green")

gen.add_section_break("Staff Attendance")
gen.add_kpi("Present Today", 47)
gen.add_kpi("On Leave",       3, highlight="red")

gen.save("dashboard.xlsx")

Utility Functions

from pyverix import format_currency, format_percentage, auto_fit_columns

format_currency(1234.5)         # "$1,234.50"
format_currency(9999, "£", 0)   # "£9,999"
format_percentage(0.853)        # "85.3%"

# Auto-fit all columns in an openpyxl sheet
from openpyxl import load_workbook
wb = load_workbook("report.xlsx")
auto_fit_columns(wb.active)
wb.save("report.xlsx")

Project Structure

pyverix/
├── pyverix/
│   ├── __init__.py               ← public API
│   ├── converters/
│   │   └── pdf_to_excel.py       ← PDFToExcel
│   ├── generators/
│   │   ├── excel_report.py       ← ExcelReportGenerator
│   │   └── summary_report.py     ← SummaryReportGenerator
│   └── utils/
│       └── formatter.py          ← format_currency, format_percentage, auto_fit_columns
├── tests/
│   └── test_pyverix.py
├── pyproject.toml
└── README.md

Running Tests

pip install pytest
pytest tests/ -v

Publishing to PyPI

pip install build twine
python -m build
twine upload dist/*

Roadmap

  • CSVToExcel converter
  • WordToExcel converter
  • ExcelToJSON exporter
  • Conditional formatting rules helper
  • Multi-page PDF with image extraction
  • CLI tool (pyverix convert report.pdf)

License

MIT License — free to use, modify, and distribute.

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