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Experiments related to JSON parsing and conversion to Apache Arrow

JSON to Arrow conversion in software

This project contains a microbenchmark for JSON-to-Arrow conversion for specific Arrow target schemas, with various frameworks, including:

  • RapidJSON
  • simdjson
  • Boost Spirit.X3
  • cuDF
  • Hand-written

These are found in the jsontest folder.

FPGA accelerated application benchmarks

This project also contains Python scripts that accompany the Bolson project to measure integrated performance of FPGA accelerated parsing. These scripts are found in the experiments folder. The scripts to plot the results are found in the plots folder.