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🔄 Data Processor Tool

📝 Recent Updates

  • Added streaming data support
  • Enhanced validation rules
  • Improved error handling

🎯 Features

  • 📊 Multi-format processing (CSV/JSON/XML)
  • ✅ Advanced validation rules
  • 🔄 Streaming transformations
  • 💾 Efficient memory handling

Installation

pip install -r requirements.txt

Usage

python data_processor.py --input data.csv --output processed.json --format json

Configuration

Create a processor_config.yaml file:

input_format: csv
output_format: json
validation_rules:
  - type: regex
    field: email
    pattern: "^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\\.[a-zA-Z]{2,}$"

⚙️ Processing Pipeline

  1. 📥 Data Loading
  2. ✨ Validation
  3. 🔄 Transformation
  4. 📤 Output Generation

📈 Performance Tips

  • Use streaming for large files
  • Enable batch processing
  • Configure memory limits
  • Implement data chunking