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[mlir] Python: write bytecode to a file path (llvm#127118)
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The current `write_bytecode` implementation necessarily requires the
serialized module to be duplicated in memory when the python `bytes`
object is created and sent over the binding. For modules with large
resources, we may want to avoid this in-memory copy by serializing
directly to a file instead of sending bytes across the boundary.
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nikalra authored Feb 25, 2025
1 parent 62ec7b8 commit a60e8a2
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Showing 4 changed files with 59 additions and 18 deletions.
15 changes: 9 additions & 6 deletions mlir/lib/Bindings/Python/IRCore.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -6,22 +6,25 @@
//
//===----------------------------------------------------------------------===//

#include <optional>
#include <utility>

#include "Globals.h"
#include "IRModule.h"
#include "NanobindUtils.h"
#include "mlir-c/Bindings/Python/Interop.h" // This is expected after nanobind.
#include "mlir-c/BuiltinAttributes.h"
#include "mlir-c/Debug.h"
#include "mlir-c/Diagnostics.h"
#include "mlir-c/IR.h"
#include "mlir-c/Support.h"
#include "mlir/Bindings/Python/Nanobind.h"
#include "mlir/Bindings/Python/NanobindAdaptors.h"
#include "mlir-c/Bindings/Python/Interop.h" // This is expected after nanobind.
#include "nanobind/nanobind.h"
#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/Support/raw_ostream.h"

#include <optional>
#include <system_error>
#include <utility>

namespace nb = nanobind;
using namespace nb::literals;
Expand Down Expand Up @@ -1329,11 +1332,11 @@ void PyOperationBase::print(PyAsmState &state, nb::object fileObject,
accum.getUserData());
}

void PyOperationBase::writeBytecode(const nb::object &fileObject,
void PyOperationBase::writeBytecode(const nb::object &fileOrStringObject,
std::optional<int64_t> bytecodeVersion) {
PyOperation &operation = getOperation();
operation.checkValid();
PyFileAccumulator accum(fileObject, /*binary=*/true);
PyFileAccumulator accum(fileOrStringObject, /*binary=*/true);

if (!bytecodeVersion.has_value())
return mlirOperationWriteBytecode(operation, accum.getCallback(),
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49 changes: 40 additions & 9 deletions mlir/lib/Bindings/Python/NanobindUtils.h
Original file line number Diff line number Diff line change
Expand Up @@ -13,8 +13,13 @@
#include "mlir-c/Support.h"
#include "mlir/Bindings/Python/Nanobind.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/StringRef.h"
#include "llvm/ADT/Twine.h"
#include "llvm/Support/DataTypes.h"
#include "llvm/Support/raw_ostream.h"

#include <string>
#include <variant>

template <>
struct std::iterator_traits<nanobind::detail::fast_iterator> {
Expand Down Expand Up @@ -128,33 +133,59 @@ struct PyPrintAccumulator {
}
};

/// Accumulates int a python file-like object, either writing text (default)
/// or binary.
/// Accumulates into a file, either writing text (default)
/// or binary. The file may be a Python file-like object or a path to a file.
class PyFileAccumulator {
public:
PyFileAccumulator(const nanobind::object &fileObject, bool binary)
: pyWriteFunction(fileObject.attr("write")), binary(binary) {}
PyFileAccumulator(const nanobind::object &fileOrStringObject, bool binary)
: binary(binary) {
std::string filePath;
if (nanobind::try_cast<std::string>(fileOrStringObject, filePath)) {
std::error_code ec;
writeTarget.emplace<llvm::raw_fd_ostream>(filePath, ec);
if (ec) {
throw nanobind::value_error(
(std::string("Unable to open file for writing: ") + ec.message())
.c_str());
}
} else {
writeTarget.emplace<nanobind::object>(fileOrStringObject.attr("write"));
}
}

MlirStringCallback getCallback() {
return writeTarget.index() == 0 ? getPyWriteCallback()
: getOstreamCallback();
}

void *getUserData() { return this; }

MlirStringCallback getCallback() {
private:
MlirStringCallback getPyWriteCallback() {
return [](MlirStringRef part, void *userData) {
nanobind::gil_scoped_acquire acquire;
PyFileAccumulator *accum = static_cast<PyFileAccumulator *>(userData);
if (accum->binary) {
// Note: Still has to copy and not avoidable with this API.
nanobind::bytes pyBytes(part.data, part.length);
accum->pyWriteFunction(pyBytes);
std::get<nanobind::object>(accum->writeTarget)(pyBytes);
} else {
nanobind::str pyStr(part.data,
part.length); // Decodes as UTF-8 by default.
accum->pyWriteFunction(pyStr);
std::get<nanobind::object>(accum->writeTarget)(pyStr);
}
};
}

private:
nanobind::object pyWriteFunction;
MlirStringCallback getOstreamCallback() {
return [](MlirStringRef part, void *userData) {
PyFileAccumulator *accum = static_cast<PyFileAccumulator *>(userData);
std::get<llvm::raw_fd_ostream>(accum->writeTarget)
.write(part.data, part.length);
};
}

std::variant<nanobind::object, llvm::raw_fd_ostream> writeTarget;
bool binary;
};

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6 changes: 3 additions & 3 deletions mlir/python/mlir/_mlir_libs/_mlir/ir.pyi
Original file line number Diff line number Diff line change
Expand Up @@ -47,7 +47,7 @@ import collections
from collections.abc import Callable, Sequence
import io
from pathlib import Path
from typing import Any, ClassVar, TypeVar, overload
from typing import Any, BinaryIO, ClassVar, TypeVar, overload

__all__ = [
"AffineAddExpr",
Expand Down Expand Up @@ -285,12 +285,12 @@ class _OperationBase:
"""
Verify the operation. Raises MLIRError if verification fails, and returns true otherwise.
"""
def write_bytecode(self, file: Any, desired_version: int | None = None) -> None:
def write_bytecode(self, file: BinaryIO | str, desired_version: int | None = None) -> None:
"""
Write the bytecode form of the operation to a file like object.
Args:
file: The file like object to write to.
file: The file like object or path to write to.
desired_version: The version of bytecode to emit.
Returns:
The bytecode writer status.
Expand Down
7 changes: 7 additions & 0 deletions mlir/test/python/ir/operation.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@
import gc
import io
import itertools
from tempfile import NamedTemporaryFile
from mlir.ir import *
from mlir.dialects.builtin import ModuleOp
from mlir.dialects import arith
Expand Down Expand Up @@ -617,6 +618,12 @@ def testOperationPrint():
module.operation.write_bytecode(bytecode_stream, desired_version=1)
bytecode = bytecode_stream.getvalue()
assert bytecode.startswith(b"ML\xefR"), "Expected bytecode to start with MLïR"
with NamedTemporaryFile() as tmpfile:
module.operation.write_bytecode(str(tmpfile.name), desired_version=1)
tmpfile.seek(0)
assert tmpfile.read().startswith(
b"ML\xefR"
), "Expected bytecode to start with MLïR"
ctx2 = Context()
module_roundtrip = Module.parse(bytecode, ctx2)
f = io.StringIO()
Expand Down

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