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A PySpark code snippets library

Project description

MrPrince - PySpark Code Snippets Library

A Python package that provides PySpark code snippets for various data processing tasks.

Installation

pip install mrprince

Usage

from mrprince import program

# Display PySpark RDD operations snippets
program(1)

# Display PySpark DataFrame operations snippets
program(2)

# Display PySpark filtering and grouping snippets
program(3)

# Display PySpark file operations snippets
program(4)

# Display PySpark SQL operations snippets
program(5)

# Display PySpark string functions snippets
program(6)

# Display PySpark window functions snippets
program(7)

# Display PySpark hyperparameter tuning snippets
program(9)

# Display PySpark ML pipeline snippets
program(10)

Features

  • RDD Operations: Basic RDD operations, transformations, and actions
  • DataFrame Operations: Reading, writing, and manipulating DataFrames
  • Data Processing: Filtering, grouping, aggregations
  • File Operations: Working with CSV, text files, and temperature data
  • SQL Operations: Spark SQL queries and table operations
  • String Functions: String manipulation and formatting
  • Window Functions: Ranking, partitioning, and windowing operations
  • Machine Learning: ML pipelines and hyperparameter tuning

Requirements

  • Python >= 3.7
  • PySpark >= 3.0.0

License

MIT License

Author

Your Name - your.email@example.com

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

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