AlgebraFrames provides several convenient out-of-memory data-structures for Julia. There are a few specific goals that this package hopes to achieve on the front of out-of-memory data. The goal of this package is to reduce memory usage when web-hosting or analyzing large swaths of data using Relational Management for a simplified end-user experience.
- relational management
AlgebraFramesuses indexing to act as a relational management tool for computed data. - live-wrangled data. Data is only brought into Julia at execution time.
- mutated copies of existing array take only 64-bits of memory.
- extension ecosystem like other base chifi packages,
AlgebraFramescomes with its own Ecosystem