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Add sample-based program generation to the fuzzer - #209
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Extends the Trieste fuzzer so it can build random ASTs out of fragments taken from real sample programs. Sample subtrees are fast-forwarded to the start pass and updated for every subsequent pass when not running with
--sequencemode. Experiments show that using samples reduces the number of retries to generate hash unique trees and increases code coverage.New driver options:
--samplestakes a one or multiple paths to sample files.--sampling-level: 0 copies a full sample subtree; 1..n copies that many levels of a sample node and lets the generator fill in the rest.Example usage for a driver-based reader:
infix_trieste test --samples examples/*.infix --sampling-level 1 --sampling-frequency 50
It is also added for the non-driver based json_fuzzer and yaml_fuzzer, but where the --samples option accepts a single path (possibly a directory).