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use std::{io::Write, path::PathBuf};
use eyre::{bail, Context, Result};
use itertools::Itertools;
use minijinja::{context, Environment};
use super::{common::write_pyproject_toml, kernel_ops_identifier};
use crate::{
config::{Build, Kernel, Torch},
fileset::FileSet,
};
static CMAKE_UTILS: &str = include_str!("../templates/utils.cmake");
static REGISTRATION_H: &str = include_str!("../templates/registration.h");
pub fn write_torch_ext_cpu(
env: &Environment,
build: &Build,
target_dir: PathBuf,
ops_id: Option<String>,
) -> Result<FileSet> {
let torch_ext = match build.torch.as_ref() {
Some(torch_ext) => torch_ext,
None => bail!("Build configuration does not have `torch` section"),
};
let mut file_set = FileSet::default();
let ops_name = kernel_ops_identifier(&target_dir, &build.general.python_name(), ops_id);
write_cmake(
env,
build,
torch_ext,
&build.general.name,
&ops_name,
&mut file_set,
)?;
write_setup_py(
env,
torch_ext,
&build.general.name,
&ops_name,
&mut file_set,
)?;
write_ops_py(env, &build.general.python_name(), &ops_name, &mut file_set)?;
write_pyproject_toml(env, &build.general, &mut file_set)?;
write_torch_registration_macros(&mut file_set)?;
Ok(file_set)
}
fn write_cmake(
env: &Environment,
build: &Build,
torch: &Torch,
name: &str,
ops_name: &str,
file_set: &mut FileSet,
) -> Result<()> {
let mut utils_path = PathBuf::new();
utils_path.push("cmake");
utils_path.push("utils.cmake");
file_set
.entry(utils_path.clone())
.extend_from_slice(CMAKE_UTILS.as_bytes());
let cmake_writer = file_set.entry("CMakeLists.txt");
render_preamble(env, name, cmake_writer)?;
// Add deps once we have any non-CUDA deps.
// render_deps(env, build, cmake_writer)?;
render_binding(env, torch, name, cmake_writer)?;
for (kernel_name, kernel) in build
.kernels
.iter()
.filter(|(_, kernel)| matches!(kernel, Kernel::Cpu { .. }))
{
render_kernel(env, kernel_name, kernel, cmake_writer)?;
}
render_extension(env, name, ops_name, cmake_writer)?;
Ok(())
}
fn render_binding(
env: &Environment,
torch: &Torch,
name: &str,
write: &mut impl Write,
) -> Result<()> {
env.get_template("cpu/torch-binding.cmake")
.wrap_err("Cannot get Torch binding template")?
.render_to_write(
context! {
includes => torch.include.as_ref().map(prefix_and_join_includes),
name => name,
src => torch.src
},
&mut *write,
)
.wrap_err("Cannot render Torch binding template")?;
write.write_all(b"\n")?;
Ok(())
}
pub fn render_extension(
env: &Environment,
name: &str,
ops_name: &str,
write: &mut impl Write,
) -> Result<()> {
env.get_template("cpu/torch-extension.cmake")
.wrap_err("Cannot get Torch extension template")?
.render_to_write(
context! {
name => name,
ops_name => ops_name,
},
&mut *write,
)
.wrap_err("Cannot render Torch extension template")?;
write.write_all(b"\n")?;
Ok(())
}
pub fn render_kernel(
env: &Environment,
kernel_name: &str,
kernel: &Kernel,
write: &mut impl Write,
) -> Result<()> {
// Easier to do in Rust than Jinja.
let sources = kernel
.src()
.iter()
.map(|src| format!("\"{src}\""))
.collect_vec()
.join("\n");
env.get_template("cpu/kernel.cmake")
.wrap_err("Cannot get kernel template")?
.render_to_write(
context! {
cxx_flags => kernel.cxx_flags().map(|flags| flags.join(";")),
includes => kernel.include().map(prefix_and_join_includes),
kernel_name => kernel_name,
sources => sources,
},
&mut *write,
)
.wrap_err("Cannot render kernel template")?;
write.write_all(b"\n")?;
Ok(())
}
fn render_preamble(env: &Environment, name: &str, write: &mut impl Write) -> Result<()> {
env.get_template("cpu/preamble.cmake")
.wrap_err("Cannot get CMake prelude template")?
.render_to_write(
context! {
name => name,
},
&mut *write,
)
.wrap_err("Cannot render CMake prelude template")?;
write.write_all(b"\n")?;
Ok(())
}
fn write_ops_py(
env: &Environment,
name: &str,
ops_name: &str,
file_set: &mut FileSet,
) -> Result<()> {
let mut path = PathBuf::new();
path.push("torch-ext");
path.push(name);
path.push("_ops.py");
let writer = file_set.entry(path);
env.get_template("_ops.py")
.wrap_err("Cannot get _ops.py template")?
.render_to_write(
context! {
ops_name => ops_name,
},
writer,
)
.wrap_err("Cannot render kernel template")?;
Ok(())
}
fn write_setup_py(
env: &Environment,
torch: &Torch,
name: &str,
ops_name: &str,
file_set: &mut FileSet,
) -> Result<()> {
let writer = file_set.entry("setup.py");
let data_globs = torch.data_globs().map(|globs| globs.join(", "));
env.get_template("cpu/setup.py")
.wrap_err("Cannot get setup.py template")?
.render_to_write(
context! {
data_globs => data_globs,
ops_name => ops_name,
name => name,
version => "0.1.0",
},
writer,
)
.wrap_err("Cannot render kernel template")?;
Ok(())
}
fn write_torch_registration_macros(file_set: &mut FileSet) -> Result<()> {
let mut path = PathBuf::new();
path.push("torch-ext");
path.push("registration.h");
file_set
.entry(path)
.extend_from_slice(REGISTRATION_H.as_bytes());
Ok(())
}
fn prefix_and_join_includes<S>(includes: impl AsRef<[S]>) -> String
where
S: AsRef<str>,
{
includes
.as_ref()
.iter()
.map(|include| format!("${{CMAKE_SOURCE_DIR}}/{}", include.as_ref()))
.collect_vec()
.join(";")
}