Example—compiling a simple function¶
Compile and execute the function defined in ir-fpadd.py
.
For more information on ir-fpadd.py
, see
Example—Defining a simple function.
The function is compiled with no specific optimizations.
from __future__ import print_function
from ctypes import CFUNCTYPE, c_double
import llvmlite.binding as llvm
# All these initializations are required for code generation!
llvm.initialize()
llvm.initialize_native_target()
llvm.initialize_native_asmprinter() # yes, even this one
llvm_ir = """
; ModuleID = "examples/ir_fpadd.py"
target triple = "unknown-unknown-unknown"
target datalayout = ""
define double @"fpadd"(double %".1", double %".2")
{
entry:
%"res" = fadd double %".1", %".2"
ret double %"res"
}
"""
def create_execution_engine():
"""
Create an ExecutionEngine suitable for JIT code generation on
the host CPU. The engine is reusable for an arbitrary number of
modules.
"""
# Create a target machine representing the host
target = llvm.Target.from_default_triple()
target_machine = target.create_target_machine()
# And an execution engine with an empty backing module
backing_mod = llvm.parse_assembly("")
engine = llvm.create_mcjit_compiler(backing_mod, target_machine)
return engine
def compile_ir(engine, llvm_ir):
"""
Compile the LLVM IR string with the given engine.
The compiled module object is returned.
"""
# Create a LLVM module object from the IR
mod = llvm.parse_assembly(llvm_ir)
mod.verify()
# Now add the module and make sure it is ready for execution
engine.add_module(mod)
engine.finalize_object()
engine.run_static_constructors()
return mod
engine = create_execution_engine()
mod = compile_ir(engine, llvm_ir)
# Look up the function pointer (a Python int)
func_ptr = engine.get_function_address("fpadd")
# Run the function via ctypes
cfunc = CFUNCTYPE(c_double, c_double, c_double)(func_ptr)
res = cfunc(1.0, 3.5)
print("fpadd(...) =", res)