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  # Proof Oriented Programming with AI (PoPAI) - FStarDataSet
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  This dataset contains programs and proofs in [F* proof-oriented programming language](https://fstar-lang.org/).
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- The data is proposed in [Towards Neural Synthesis for SMT-Assisted Proof-Oriented Programming](https://arxiv.org/pdf/2405.01787).
 
 
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  ## Data Source
 
 
 
 
 
 
 
 
 
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  ## Primary-Objective
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  ## Data Format
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  # Usage
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  # Proof Oriented Programming with AI (PoPAI) - FStarDataSet
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  This dataset contains programs and proofs in [F* proof-oriented programming language](https://fstar-lang.org/).
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+ The data, proposed in [Towards Neural Synthesis for SMT-Assisted Proof-Oriented Programming](https://arxiv.org/pdf/2405.01787).
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+ is an archive of source code, build artifacts, and metadata assembled from eight different F⋆-based open source projects on GitHub.
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+
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  ## Data Source
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+ The raw data in this project are collected from eight open-source F* reposiroties in GitHib
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+ 1. [FStar](https://github.com/FStarLang/FStar): The F⋆ compiler itself, including its standard libraries and examples.
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+ 2. [Karamel](https://github.com/FStarLang/karamel): A transpiler from a subset of F⋆ called Low* to C, including libraries to work with a model of C types and control structures, e.g., for- and while-loops.
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+ 3. [EverParse](https://github.com/project-everest/everparse): A parser generator for binary formats, used in various large scale systems, e.g., the Windows kernel.
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+ 4. [HACL*](https://github.com/hacl-star/hacl-star): A library of verified cryptographic algorithms, including ValeCrypt, a library of verified assembly code, as well as EverCrypt, a cryptographic provider, including code deployed in Linux, Firefox, and Python.
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+ 5. [Merkle-tree](https://github.com/hacl-star/merkle-tree): A verified, incremental Merkle tree, designed for use in Azure CCF, a confidential computing system.
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+ 6. [Steel](https://github.com/FStarLang/steel): A concurrent separation logic library, with proofs of data structures and concurrency primitives.
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+ 7. [miTLS-F*](https://github.com/project-everest/mitls-fstar): A partially verified reference implementation of the TLS protocol.
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+ 8. [EverQuic-Crypto](https://github.com/project-everest/everquic-crypto): A verified implementation of header and packet protection for the QUIC protocol.
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  ## Primary-Objective
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  ## Data Format
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+ Each of the examples in this dataset are organized as dictionaries with the following schema
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+ ```json
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+ {
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+ "file_name": <str: Name of the file>,
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+ "name": <str: name of the example, can be used to uniquely identify the example>,
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+ "original_source_type": <str: actual source type, to be used for type checking>,
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+ "source_type": <str: modified source type, to be used to formulate prompt>,
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+ "source_definition": <str: target definition>,
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+ "source": <dict: contains metadata acout the source of this example, including project_name, git url, git sha, etc.>,
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+ "source_range": <dict: metadata containing start and end lines and columns of this definition in the source file>,
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+ "file_context": <str: extracted file context upto the point of current definition>,
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+ "dependencies": <dict: build dependencies for this file>,
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+ "opens_and_abbrevs": <list[dict]: List of opened modules and abbreviated modules in the file, necessry for evaluating.>,
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+ "vconfig": <dict: variour buils configuration for this definition>,
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+ "interleaved": <bool: whether this definition is interleaved with another>,
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+ "verbose_type": <str: the verbose type of this definition as resolved by the type checker>,
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+ "effect": <str: effect>,
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+ "effect_flags": <list[str]: any effect flags>,
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+ "mutual_with": <list: if this definition is mutually recursive with other, list of those names>,
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+ "ideal_premises": <list[str]: Other definitions that are used in the ground truth definition>,
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+ "proof_features": <list[str]>,
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+ "is_simple_lemma": <bool/null>,
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+ "is_div": <bool: if this definition is divergent>,
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+ "is_proof": <bool>,
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+ "is_simply_typed": <bool>,
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+ "is_type": <bool/null>,
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+ "partial_definition": <str>,
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+ "completed_definiton": <str>,
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+ "isa_cross_project_example": <bool: if this example belongs to cross-project evaluation set>
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+ }
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+ ```
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  # Usage
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