Chromatograms

Chromatograms defines an efficient infrastructure for storing and handling chromatographic mass spectrometry data with multiple backend implementations optimized for memory footprint or fast data access.

Key Features:

• Multiple Backends: Provides different implementations of backends to store and represent chromatographic mass spectrometry data.
• Memory-Optimized Storage: Backends can be optimized for small memory footprint.
• Fast Data Access: Backends can be optimized for fast data access and processing.
• Lazy Evaluation: Implements a lazy evaluation queue for efficient computation.
• Chunk-wise Processing: Supports chunk-wise processing capabilities for handling very large data sets.

Scientific Applications:

• Chromatographic Mass Spectrometry Data Analysis: Enables efficient storage, handling, and analysis of chromatographic mass spectrometry data sets including very large data sets.

Methodology:

The package employs multiple backend implementations for data storage and representation, combined with lazy evaluation queues and chunk-wise processing to optimize computational efficiency.