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Safety Envelopes Sentinel

This project contains the Agda and Haskell code mentioned in the paper: Formal Safety Conditions for Provably Accurate State Classification by Probabilistic Flight Models. The Agda code contains the formalization of safety envelopes. The formal proofs mentioned in the paper can be found in the file agda/Avionics/SafetyEnvelopes/Properties.agda.

To compile

To compile the code you need stack.

Generating code from Agda

To typecheck and compile the Agda code into Haskell code run the following in the command line:

rm -r src/MAlonzo
cd agda
stack exec -- agda -c --ghc-dont-call-ghc --no-main --compile-dir=../src Avionics/SafetyEnvelopes/ExtInterface.agda
cd ..

If the previous lines run without errors it means that the Agda code typedchecked.

A new folder should have appeared src/Alonzo. It contains the code generated from Agda.

Compiling Haskell code

The generated code needs to be compiled to be run:

stack build

To run the code

stack exec -- sentinels-exe single

Once the sentinel is running it will read from stdin a list of floating point numbers and it determine if the value is z-predictable, i.e., falls within certain confidence region where the models make sense.

To produce LaTeX code

  • Copy file to generate LaTex from .agda to .lagda. Rename .agda file into .agda.old to evade name collisions.
  • Surround code with \begin{code} \end{code}
cd agda
stack exec -- agda --latex Avionics/MyFileToGenerateLaTeX.lagda
cd ..
  • Delete .lagda file and restore .agda file from .agda.old

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  • Python 85.2%
  • Agda 10.9%
  • Haskell 3.6%
  • Shell 0.3%