#transform #data-fusion #graph #run-time #pipeline #vega #task

vegafusion-runtime

VegaFusion Runtime

41 releases (25 stable)

new 1.6.8 May 7, 2024
1.6.6 Mar 22, 2024
1.6.0-rc1 Dec 21, 2023
1.4.5 Nov 20, 2023
1.1.1 Mar 25, 2023

#5 in #vega

Download history 22/week @ 2024-01-09 7/week @ 2024-01-23 17/week @ 2024-01-30 2/week @ 2024-02-06 119/week @ 2024-02-13 75/week @ 2024-02-20 98/week @ 2024-02-27 5/week @ 2024-03-05 15/week @ 2024-03-12 136/week @ 2024-03-19 1/week @ 2024-03-26 26/week @ 2024-04-02 104/week @ 2024-04-09 646/week @ 2024-04-16

777 downloads per month
Used in vegafusion-server

BSD-3-Clause

6.5MB
7K SLoC

vegafusion-runtime

This crate contains the logic for evaluating the task graphs that are generated by vegafusion-core. Task graph evaluation involes:

  • Compiling Vega expression ASTs to DataFusion expressions.
  • Evaluating signal expression tasks
  • Evaluating Data tasks, including transform pipelines. Transforms are implemented against the DataFrame trait provided by vegafusion-dataframe.
  • Pre-transforming Vega specifications by pre-evaluating their transforms and inlining the resulting transformed data.

Dependencies

~34–52MB
~1M SLoC