# SPDX-License-Identifier: MIT
# Copyright (C) 2018-2025, Advanced Micro Devices, Inc. All rights reserved.
# generate kernel instances to speed up compilation

import argparse
from pathlib import Path
from typing import Optional

GEN_DIR = ""  # in Cmake, have to generate files in same folder

AITER_API_FILENAME = "mha_bwd.cpp"

AITER_CPP_API = """#include "mha_bwd.h"

namespace aiter {{
mha_bwd_traits get_mha_bwd_traits(int head_size_q,
                                  int head_size_v,
                                  std::string dtype,
                                  bool is_group_mode,
                                  mask_enum mask_type,
                                  bias_enum bias_type,
                                  bool has_dbias,
                                  bool has_dropout,
                                  bool is_store_randval,
                                  bool deterministic,
                                  bool use_ext_asm,
                                  bool is_v3_atomic_fp32,
                                  int how_v3_bf16_cvt)
{{
    return mha_bwd_traits(head_size_q,
                          head_size_v,
                          dtype,
                          is_group_mode,
                          mask_type,
                          bias_type,
                          has_dbias,
                          has_dropout,
                          is_store_randval,
                          deterministic,
                          use_ext_asm,
                          is_v3_atomic_fp32,
                          how_v3_bf16_cvt);
}}

// share with varlen(group mode) api
float mha_bwd(mha_bwd_args args,
              const ck_tile::stream_config& stream_config,
              std::string q_dtype_str,
              bool is_group_mode,
              mask_enum mask_type,
              bias_enum bias_type,
              bool has_dbias,
              bool is_store_randval,
              bool deterministic,
              bool use_ext_asm,
              bool is_v3_atomic_fp32,
              int how_v3_bf16_cvt)
{{
    int head_size_q = args.hdim_q;
    int head_size_v = args.hdim_v;
    bool has_dropout = args.p_drop > 0;
    // bool enable_ailib = args.alibi_slopes_ptr == nullptr;
    auto traits = get_mha_bwd_traits(head_size_q,
                                     head_size_v,
                                     q_dtype_str,
                                     is_group_mode,
                                     mask_type,
                                     bias_type,
                                     has_dbias,
                                     has_dropout,
                                     is_store_randval,
                                     deterministic,
                                     use_ext_asm,
                                     is_v3_atomic_fp32,
                                     how_v3_bf16_cvt);
    float t = -1;
    {F_dispatch}
    return t;
}}
}} // namespace aiter

"""

V2_API = "t = fmha_bwd(traits, args, stream_config);"

V3_API = "t = fmha_bwd_v3(traits, args, stream_config);"

COMBINED_API = """t = fmha_bwd_v3(traits, args, stream_config);
    if (t == -1) { t = fmha_bwd(traits, args, stream_config); }
"""

API_MAP = {1: V2_API, 2: V3_API, 3: COMBINED_API}


def write_blobs(output_dir: Optional[str], receipt) -> None:
    if output_dir is None:
        output_dir = Path(__file__).parent
    else:
        output_dir = Path(output_dir) / GEN_DIR

    output_dir.mkdir(parents=True, exist_ok=True)

    api = AITER_CPP_API.format(F_dispatch=API_MAP[receipt])
    (output_dir / AITER_API_FILENAME).write_text(api)


if __name__ == "__main__":
    parser = argparse.ArgumentParser(
        prog="generate",
        description="gen API for CK fmha kernel",
    )
    parser.add_argument(
        "-o",
        "--output_dir",
        required=False,
        help="write all the blobs into a directory",
    )
    parser.add_argument(
        "-r",
        "--receipt",
        default=0,
        required=False,
        help="codegen receipt. 1: generate fmha v2 c++ api\n"
        + "  2: generate fmha v3 c++ api\n"
        + "  3: generate v2 v3 combined api for PREBUILD mode",
    )

    args = parser.parse_args()

    write_blobs(args.output_dir, int(args.receipt))