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//! Melior-next is the rustic MLIR bindings for Rust. It aims to provide a simple,
//! safe, and complete API for MLIR with a reasonably sane ownership model
//! represented by the type system in Rust.
//!
//! This crate is a wrapper of [the MLIR C API](https://mlir.llvm.org/docs/CAPI/).
//!
//! # Dependencies
//!
//! [LLVM/MLIR 16](https://llvm.org/) needs to be installed on your system.
//!
//! # Safety
//!
//! Although Melior aims to be completely safe, some part of the current API is
//! not.
//!
//! - Access to operations, types, or attributes that belong to dialects not
//! loaded in contexts can lead to runtime errors or segmentation faults in
//! the worst case.
//! - Fix plan: Load all dialects by default on creation of contexts, and
//! provide unsafe constructors of contexts for advanced users.
//! - IR object references returned from functions that move ownership of
//! arguments might get invalidated later.
//! - This is because we need to borrow `&self` rather than `&mut self` to
//! return such references.
//! - e.g. `Region::append_block()`
//! - Fix plan: Use dynamic check, such as `RefCell`, for the objects.
//!
//! # Examples
//!
//! ## Building a function to add integers and executing it using the JIT engine.
//!
//! ```rust
//! use melior_next::{
//! Context,
//! dialect::{self, arith},
//! ir::*,
//! pass,
//! utility::*,
//! ExecutionEngine
//! };
//!
//! let registry = dialect::Registry::new();
//! register_all_dialects(®istry);
//!
//! let context = Context::new();
//! context.append_dialect_registry(®istry);
//! context.get_or_load_dialect("func");
//! context.get_or_load_dialect("arith");
//! register_all_llvm_translations(&context);
//!
//! let location = Location::unknown(&context);
//! let mut module = Module::new(location);
//!
//! let integer_type = Type::integer(&context, 64);
//!
//! let function = {
//! let region = Region::new();
//! let block = Block::new(&[(integer_type, location), (integer_type, location)]);
//! let arg1 = block.argument(0).unwrap().into();
//! let arg2 = block.argument(1).unwrap().into();
//!
//! let sum = block.append_operation(
//! arith::addi(arg1, arg2, integer_type, location)
//! );
//!
//! block.append_operation(
//! operation::Builder::new("func.return", Location::unknown(&context))
//! .add_operands(&[sum.result(0).unwrap().into()])
//! .build(),
//! );
//!
//! region.append_block(block);
//!
//! operation::Builder::new("func.func", Location::unknown(&context))
//! .add_attributes(
//! &NamedAttribute::new_parsed_vec(&context, &[
//! ("function_type", "(i64, i64) -> i64"),
//! ("sym_name", "\"add\""),
//! ("llvm.emit_c_interface", "unit"),
//! ]).unwrap()
//! )
//! .add_regions(vec![region])
//! .build()
//! };
//!
//! module.body().append_operation(function);
//!
//! assert!(module.as_operation().verify());
//!
//! let pass_manager = pass::Manager::new(&context);
//! register_all_passes();
//! pass_manager.add_pass(pass::conversion::convert_scf_to_cf());
//! pass_manager.add_pass(pass::conversion::convert_cf_to_llvm());
//! pass_manager.add_pass(pass::conversion::convert_func_to_llvm());
//! pass_manager.add_pass(pass::conversion::convert_arithmetic_to_llvm());
//! pass_manager.enable_verifier(true);
//! pass_manager.run(&mut module).unwrap();
//!
//! let engine = ExecutionEngine::new(&module, 2, &[], false);
//!
//! let mut argument1: i64 = 2;
//! let mut argument2: i64 = 4;
//! let mut result: i64 = -1;
//!
//! unsafe {
//! engine
//! .invoke_packed(
//! "add",
//! &mut [
//! &mut argument1 as *mut i64 as *mut (),
//! &mut argument2 as *mut i64 as *mut (),
//! &mut result as *mut i64 as *mut ()
//! ])
//! .unwrap();
//! };
//!
//! assert_eq!(result, 6);
//! ```
#![deny(clippy::nursery)]
//#![deny(clippy::pedantic)]
#![deny(clippy::all)]
mod context;
pub mod diagnostics;
pub mod dialect;
mod error;
mod execution_engine;
pub mod ir;
mod logical_result;
mod mlir_sys;
pub mod pass;
mod string_ref;
pub mod utility;
pub use self::{
context::{Context, ContextRef},
error::Error,
execution_engine::ExecutionEngine,
logical_result::LogicalResult,
string_ref::StringRef,
};
#[cfg(test)]
mod tests {
use crate::{
context::Context,
dialect,
ir::{operation, Block, Location, Module, NamedAttribute, Region, Type},
utility::register_all_dialects,
};
#[test]
fn build_module() {
let context = Context::new();
let module = Module::new(Location::unknown(&context));
assert!(module.as_operation().verify());
insta::assert_display_snapshot!(module.as_operation());
}
#[test]
fn build_module_with_dialect() {
let registry = dialect::Registry::new();
let context = Context::new();
context.append_dialect_registry(®istry);
let module = Module::new(Location::unknown(&context));
assert!(module.as_operation().verify());
insta::assert_display_snapshot!(module.as_operation());
}
#[test]
fn build_add() {
let registry = dialect::Registry::new();
register_all_dialects(®istry);
let context = Context::new();
context.append_dialect_registry(®istry);
context.get_or_load_dialect("func");
let location = Location::unknown(&context);
let module = Module::new(location);
let integer_type = Type::integer(&context, 64);
let function = {
let region = Region::new();
let block = Block::new(&[(integer_type, location), (integer_type, location)]);
let sum = block.append_operation(
operation::Builder::new("arith.addi", location)
.add_operands(&[
block.argument(0).unwrap().into(),
block.argument(1).unwrap().into(),
])
.add_results(&[integer_type])
.build(),
);
block.append_operation(
operation::Builder::new("func.return", Location::unknown(&context))
.add_operands(&[sum.result(0).unwrap().into()])
.build(),
);
region.append_block(block);
operation::Builder::new("func.func", Location::unknown(&context))
.add_attributes(
&NamedAttribute::new_parsed_vec(
&context,
&[
("function_type", "(i64, i64) -> i64"),
("sym_name", "\"add\""),
],
)
.unwrap(),
)
.add_regions(vec![region])
.build()
};
module.body().append_operation(function);
assert!(module.as_operation().verify());
insta::assert_display_snapshot!(module.as_operation());
}
#[test]
fn build_sum() {
let registry = dialect::Registry::new();
register_all_dialects(®istry);
let context = Context::new();
context.append_dialect_registry(®istry);
context.get_or_load_dialect("func");
context.get_or_load_dialect("memref");
context.get_or_load_dialect("scf");
let location = Location::unknown(&context);
let module = Module::new(location);
let memref_type = Type::parse(&context, "memref<?xf32>").unwrap();
let function = {
let function_region = Region::new();
let function_block = Block::new(&[(memref_type, location), (memref_type, location)]);
let index_type = Type::parse(&context, "index").unwrap();
let zero = function_block.append_operation(
operation::Builder::new("arith.constant", location)
.add_results(&[index_type])
.add_attributes(
&NamedAttribute::new_parsed_vec(&context, &[("value", "0 : index")])
.unwrap(),
)
.build(),
);
let dim = function_block.append_operation(
operation::Builder::new("memref.dim", location)
.add_operands(&[
function_block.argument(0).unwrap().into(),
zero.result(0).unwrap().into(),
])
.add_results(&[index_type])
.build(),
);
let loop_block = Block::new(&[]);
loop_block.add_argument(index_type, location);
let one = function_block.append_operation(
operation::Builder::new("arith.constant", location)
.add_results(&[index_type])
.add_attributes(&[
NamedAttribute::new_parsed(&context, "value", "1 : index").unwrap()
])
.build(),
);
{
let f32_type = Type::parse(&context, "f32").unwrap();
let lhs = loop_block.append_operation(
operation::Builder::new("memref.load", location)
.add_operands(&[
function_block.argument(0).unwrap().into(),
loop_block.argument(0).unwrap().into(),
])
.add_results(&[f32_type])
.build(),
);
let rhs = loop_block.append_operation(
operation::Builder::new("memref.load", location)
.add_operands(&[
function_block.argument(1).unwrap().into(),
loop_block.argument(0).unwrap().into(),
])
.add_results(&[f32_type])
.build(),
);
let add = loop_block.append_operation(
operation::Builder::new("arith.addf", location)
.add_operands(&[
lhs.result(0).unwrap().into(),
rhs.result(0).unwrap().into(),
])
.add_results(&[f32_type])
.build(),
);
loop_block.append_operation(
operation::Builder::new("memref.store", location)
.add_operands(&[
add.result(0).unwrap().into(),
function_block.argument(0).unwrap().into(),
loop_block.argument(0).unwrap().into(),
])
.build(),
);
loop_block.append_operation(operation::Builder::new("scf.yield", location).build());
}
function_block.append_operation(
{
let loop_region = Region::new();
loop_region.append_block(loop_block);
operation::Builder::new("scf.for", location)
.add_operands(&[
zero.result(0).unwrap().into(),
dim.result(0).unwrap().into(),
one.result(0).unwrap().into(),
])
.add_regions(vec![loop_region])
}
.build(),
);
function_block.append_operation(
operation::Builder::new("func.return", Location::unknown(&context)).build(),
);
function_region.append_block(function_block);
operation::Builder::new("func.func", Location::unknown(&context))
.add_attributes(
&NamedAttribute::new_parsed_vec(
&context,
&[
("function_type", "(memref<?xf32>, memref<?xf32>) -> ()"),
("sym_name", "\"sum\""),
],
)
.unwrap(),
)
.add_regions(vec![function_region])
.build()
};
module.body().append_operation(function);
assert!(module.as_operation().verify());
insta::assert_display_snapshot!(module.as_operation());
}
}