Computational science

Algorithm

Scheme (mathematics)

Pure mathematics

Scripting language

File format

Field (mathematics)

Set (abstract data type)

Computer science

Code (set theory)

Software

Database

Source code

Mathematics

MIT License

Random access

Data file

Computer engineering

Mathematical analysis

Documentation

Data compression

Programming language

Bioinformatics

In the new release of pymzML (v2.0), we have optimized the speed of this established tool for mass spectrometry data analysis to adapt to increasing amounts of data in mass spectrometry. Thus, we integrated faster libraries for numerical calculations, improved data retrieving algorithms and have optimized the source code. Importantly, to adapt to rapidly growing file sizes, we developed a generalizable compression scheme for very fast random access and applied this concept to mzML files to retrieve spectral data.pymzML performs at par with established C programs when it comes to processing times. However, it offers the versatility of a scripting language, while adding unprecedented fast random access to compressed files. Additionally, we designed our compression scheme in such a general way that it can be applied to any field where fast random access to large data blocks in compressed files is desired.pymzML is freely available on https://github.com/pymzML/pymzML under GPL license. pymzML requires Python3.4+ and optionally numpy. Documentation available on http://pymzml.readthedocs.io.

pymzML v2.0: introducing a highly compressed and seekable gzip format