Penguin

Explore the ideas of data frames, accelerated compute, tables, data structures, and distributed data in Swift.

Documentation:

• Penguin Parallel
• Penguin Structures
• Penguin Graphs
• Penguin Tables

Roadmap

Below is the aspirational roadmap (at an extremely high level) for the high-level goals:

• Parse from CSV.
• Finish up base API & document it. (Incomplete list of needs: appending rows, support in-place mutations everywhere, more powerful sorting, remove unnecessary APIs)
• Optimize PIndexSet representations.
• Refactor internals around a parallelism model from PenguinParallel.
• Optimize backing store for PTypedColumn, including adding support for larger-than-RAM & file formats like Arrow.
• Add querying / group-by support (including support for a PTableGroup --- alternate names wanted).
• Parallelize the implementation of the operators.
• Investigate hardware acceleration & JIT code-gen.
• Distributed orchestration of computation.

Extensions (help wanted):

• Connect to databases.
• Parse additional file formats.

This is not an officially supported Google product.