# Snapshot Library
This library provides functionality to create snapshots of data over a specified date range using Apache Spark. It allows users to efficiently capture and analyze data states at specific points in time, which is useful for backup, recovery, and historical data analysis.
## Features
- **Flexible Date Range**: Create snapshots for any specified start and end dates.
- **Data Aggregation**: Automatically groups and sums data by specified columns.
- **Spark Integration**: Leverages the power of Apache Spark for distributed data processing.
## Installation
Install the package using pip:
```bash
pip install Snapshot
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