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Code for PHDays'2024 talk "Compilers without reinventing the wheel: what's up with MLIR, Mojo🔥 and beyond?"

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Education Python 3.9 compiler for conference talk at PHDays 2024

This is a simplest set of examples of MLIR usage for very small subset of Python. It is splitted into 5 chapters, but each chapter is much more compact than Toy language in MLIR examples.

Requirements and environment setup

  1. First you need MLIR (get MLIR 18.x from Ubuntu/Debian apt repositories).
  2. Python 3.9 is also required since it contains AST parser functions in C API (in Python 3.10+ these functions are hidden).
  3. (Windows only) Visual Sttudio 2022 (Community Edition is enough minimum).

On Ubuntu MLIR 18.x can be installed by this Shell script:

./install.sh

On Windows MLIR can be built from source code by this batch script (VS 2022 needs to be installed manually):

./install.bat

Chapters' structure

  1. Generate the most simple IR (in 22 lines of code).
  2. Generate IR for variables assignment using Python 3.9 frontend.
  3. Generate IR for 'if-else' statements, including simple type inference.
  4. Lower and translate to LLVM IR (with command line options).
  5. Run LLVM IR using JIT engine ORCv2 (ORC == On-Request Compilation).

Each chapter contains build.sh and build.bat scripts.

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Code for PHDays'2024 talk "Compilers without reinventing the wheel: what's up with MLIR, Mojo🔥 and beyond?"

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