OneStopCoffea Analyzer

Contents:

• User Guide
  • Installation
  • Running the Analyzer
  • Tips and Resources
• Configuration
  • Datasets and Metadata
  • Analysis Configuration
• Reference
  • Built-in Modules
  • Writing New Modules
  • Results and Postprocessing
  • Postprocessing Configuration

The OneStopCoffea Analyzer (OSCA) is a modular, columnar analysis framework built on coffea and dask. It aims to simplify the more tedious aspects of doing analyses while providing enough flexibility to meet a variety of analysis goals. It has a number of features, including:

• Automatic scale out with dask.

• Easy handling of datasets.

• Composable, prebuilt modules to accomplish a variety of common tasks.

• Flexible handling of shape and weight systematics.

• Automatic handling of MC weights.

• Analysis recovery and patching of failed jobs.

• Quick results inspection utilities.

• A configuration driven postprocessing framework with support for a variety of common tasks.