# -------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. # -------------------------------------------------------------------------- import argparse import shutil import subprocess import textwrap from pathlib import Path from onnx_opset_builder import ( OpsetId, OpsetsBuilder, format_opsetid, parse_opsetid, ) MIN_REQUIRED_ONNX_OPSET_VERSION = 14 self_dir = Path(__file__).parent repo_root = self_dir.parent module_base_names = ["onnxscript", "onnx_opset"] opsets_path = repo_root.joinpath(*module_base_names) argparser = argparse.ArgumentParser("opgen") argparser.add_argument( "-x", "--exclude", action="append", metavar="OPSET", dest="exclude_opsets", help="exclude an opset from generation; example: -x 19 -x ai.onnx.ml/3", ) argparser.add_argument( "-i", "--include-only", action="append", metavar="OPSET", dest="include_opsets", help="include only these opsets; example: -i 19", ) argparser.add_argument( "--min-opset-version", help="the minimum supported ONNX opset version", default=MIN_REQUIRED_ONNX_OPSET_VERSION, action="store", type=int, ) args = argparser.parse_args() try: # noqa: SIM105 shutil.rmtree(opsets_path) except FileNotFoundError: pass # if base_path doesn't exist, that's great # need to generate a blank onnx_opset module since # onnxscript/__init__.py will import it (and we deleted it above); # it will be overridden with correct code as part of the generation # below. opsets_path.mkdir(parents=True) with opsets_path.joinpath("__init__.py").open("w", encoding="utf-8"): pass builder = OpsetsBuilder( module_base_name=".".join(module_base_names), min_default_opset_version=args.min_opset_version, include_opsets={parse_opsetid(opsetid) for opsetid in args.include_opsets or []}, exclude_opsets={parse_opsetid(opsetid) for opsetid in args.exclude_opsets or []}, ) result = builder.build() paths = result.write(repo_root) subprocess.check_call(["black", "--quiet", *paths]) subprocess.check_call(["isort", "--quiet", *paths]) print(f"🎉 Generated Ops: {result.all_ops_count}") print(f" Minimum Opset Version: {args.min_opset_version}") print() def print_opsets(label: str, opsets: set[OpsetId]): if any(opsets): print(label) summary = ", ".join([format_opsetid(i) for i in sorted(opsets)]) print("\n".join(textwrap.wrap(summary, initial_indent=" ", subsequent_indent=" "))) print() print_opsets("🟢 Included Opsets:", result.included_opsets) print_opsets("🔴 Excluded Opsets:", result.excluded_opsets) if any(result.unsupported_ops): print("🟠 Unsupported Ops:") for key, unsupported_ops in sorted(result.unsupported_ops.items()): print(f" reason: {key}:") for unsupported_op in unsupported_ops: print(f" - {unsupported_op.op}") print(f" {unsupported_op.op.docuri}")