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mod.rs
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use std::io::Write;
use std::path::{Path, PathBuf};
use eyre::{bail, Context, Result};
use itertools::Itertools;
use minijinja::{context, Environment};
use crate::config::{Backend, Build, General, TvmFfi};
use crate::ops_identifier::{git_identifier, random_identifier};
use crate::torch::common::{prefix_and_join_includes, write_cmake_file, write_metadata};
use crate::torch::kernel::render_kernel_components;
use crate::FileSet;
static BUILD_VARIANTS_UTILS: &str = include_str!("../templates/tvm_ffi/build-variants.cmake");
static CMAKE_KERNEL: &str = include_str!("../templates/kernel.cmake");
static CMAKE_UTILS: &str = include_str!("../templates/utils.cmake");
static COMPAT_PY: &str = include_str!("../templates/compat.py");
static OPS_PY_IN: &str = include_str!("../templates/tvm_ffi/_ops.py.in");
static DETECT_CUDA_CAPABILITY_PY: &str =
include_str!("../templates/tvm_ffi/cuda/detect-cuda-capability.py");
fn write_cmake_helpers(file_set: &mut FileSet) {
write_cmake_file(file_set, "utils.cmake", CMAKE_UTILS.as_bytes());
write_cmake_file(file_set, "kernel.cmake", CMAKE_KERNEL.as_bytes());
write_cmake_file(
file_set,
"build-variants.cmake",
BUILD_VARIANTS_UTILS.as_bytes(),
);
write_cmake_file(file_set, "_ops.py.in", OPS_PY_IN.as_bytes());
write_cmake_file(
file_set,
"cuda/detect-cuda-capability.py",
DETECT_CUDA_CAPABILITY_PY.as_bytes(),
);
}
pub fn write_compat_py(file_set: &mut FileSet) -> Result<()> {
let mut path = PathBuf::new();
path.push("compat.py");
file_set.entry(path).extend_from_slice(COMPAT_PY.as_bytes());
Ok(())
}
pub fn write_tvm_ffi_ext(
env: &Environment,
build: &Build,
target_dir: impl AsRef<Path>,
ops_id: Option<String>,
) -> Result<FileSet> {
let tvm_ffi_ext = match build.framework.tvm_ffi() {
Some(torch_ext) => torch_ext,
None => bail!("Build configuration does not have `tvm-ffi` section"),
};
let mut file_set = FileSet::default();
let revision = ops_id
.unwrap_or_else(|| git_identifier(&target_dir).unwrap_or_else(|_| random_identifier()));
write_cmake(
env,
build,
tvm_ffi_ext,
build.general.name.as_str(),
&revision,
&mut file_set,
)?;
write_setup_py(env, &build.general, tvm_ffi_ext, &revision, &mut file_set)?;
write_compat_py(&mut file_set)?;
write_pyproject_toml(env, &build.general, &mut file_set)?;
write_metadata(&build.general, &mut file_set)?;
Ok(file_set)
}
pub fn write_setup_py(
env: &Environment,
general: &General,
tvm_ffi: &TvmFfi,
revision: &str,
file_set: &mut FileSet,
) -> Result<()> {
let writer = file_set.entry("setup.py");
let data_globs = tvm_ffi
.data_extensions()
.map(|exts| exts.iter().map(|ext| format!("\"**/*.{ext}\"")).join(", "));
env.get_template("tvm_ffi/setup.py")
.wrap_err("Cannot get tvm_ffi setup.py template")?
.render_to_write(
context! {
data_globs => data_globs,
revision => revision,
python_name => general.name.python_name(),
},
writer,
)
.wrap_err("Cannot render tvm_ffi setup.py template")?;
Ok(())
}
pub fn write_pyproject_toml(
env: &Environment,
general: &General,
file_set: &mut FileSet,
) -> Result<()> {
let writer = file_set.entry("pyproject.toml");
// Common python dependencies (no backend-specific ones)
let python_dependencies = itertools::process_results(general.python_depends(), |iter| {
iter.map(|d| format!("\"{d}\"")).join(", ")
})?;
// Collect backend-specific dependencies for all backends
let mut backend_dependencies = Vec::new();
for backend in &Backend::all() {
let deps = itertools::process_results(general.backend_python_depends(*backend), |iter| {
iter.map(|d| format!("\"{d}\"")).collect::<Vec<_>>()
})?;
if !deps.is_empty() {
backend_dependencies.push((backend.to_string(), deps));
}
}
env.get_template("tvm_ffi/pyproject.toml")
.wrap_err("Cannot get tvm_ffi pyproject.toml template")?
.render_to_write(
context! {
python_name => general.name.python_name(),
python_dependencies => python_dependencies,
backend_dependencies => backend_dependencies,
},
writer,
)
.wrap_err("Cannot render tvm_ffi pyproject.toml template")?;
Ok(())
}
pub fn render_binding(
env: &Environment,
tvm_ffi: &TvmFfi,
name: &str,
write: &mut impl Write,
) -> Result<()> {
env.get_template("tvm_ffi/binding.cmake")
.wrap_err("Cannot get tvm_ffi binding template")?
.render_to_write(
context! {
includes => tvm_ffi.include.as_ref().map(prefix_and_join_includes),
name => name,
src => tvm_ffi.src,
},
&mut *write,
)
.wrap_err("Cannot render tvm_ffi binding template")?;
write.write_all(b"\n")?;
Ok(())
}
pub fn render_extension(
env: &Environment,
general: &General,
tvm_ffi: &TvmFfi,
write: &mut impl Write,
) -> Result<()> {
env.get_template("tvm_ffi/tvm-ffi-extension.cmake")
.wrap_err("Cannot get tvm_ffi extension template")?
.render_to_write(
context! {
python_name => general.name.python_name(),
data_extensions => tvm_ffi.data_extensions(),
},
&mut *write,
)
.wrap_err("Cannot render tvm_ffi extension template")?;
write.write_all(b"\n")?;
Ok(())
}
pub fn render_preamble(
env: &Environment,
general: &General,
revision: &str,
write: &mut impl Write,
) -> Result<()> {
let cuda_minver = general.cuda.as_ref().and_then(|c| c.minver.as_ref());
let cuda_maxver = general.cuda.as_ref().and_then(|c| c.maxver.as_ref());
env.get_template("tvm_ffi/preamble.cmake")
.wrap_err("Cannot get tvm_ffi preamble template")?
.render_to_write(
context! {
name => &general.name,
python_name => general.name.python_name(),
revision => revision,
cuda_minver => cuda_minver.map(|v| v.to_string()),
cuda_maxver => cuda_maxver.map(|v| v.to_string()),
},
&mut *write,
)
.wrap_err("Cannot render tvm_ffi preamble template")?;
write.write_all(b"\n")?;
Ok(())
}
pub fn write_cmake(
env: &Environment,
build: &Build,
tvm_ffi: &TvmFfi,
name: &str,
revision: &str,
file_set: &mut FileSet,
) -> Result<()> {
write_cmake_helpers(file_set);
let cmake_writer = file_set.entry("CMakeLists.txt");
render_preamble(env, &build.general, revision, cmake_writer)?;
render_binding(env, tvm_ffi, name, cmake_writer)?;
render_kernel_components(env, build, cmake_writer)?;
render_extension(env, &build.general, tvm_ffi, cmake_writer)?;
Ok(())
}