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# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License.  You may obtain a copy of the License at
#
#   http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied.  See the License for the
# specific language governing permissions and limitations
# under the License.

import tvm
import tvm.testing
from tvm.script import ir as I
from tvm.script import tirx as T
from tvm.tirx.stmt_functor import substitute


def _apply_substitute(mod):
    """Apply substitute transform to replace the first parameter with 16."""
    func = mod["main"]
    vmap = {func.params[0]: 16}
    new_func = (
        tvm.tirx.PrimFunc(params=[], body=substitute(func.body, vmap))
        .with_attr("global_symbol", func.attrs["global_symbol"])
        .with_attr("s_tir", True)
    )
    return tvm.IRModule.from_expr(new_func)


def test_basic_substitute():
    @I.ir_module
    class Before:
        @T.prim_func(s_tir=True)
        def main(n: T.int32):
            for i in range(n):
                T.evaluate(i)

    @I.ir_module
    class Expected:
        @T.prim_func(s_tir=True)
        def main():
            for i in range(16):
                T.evaluate(i)

    After = _apply_substitute(Before)
    tvm.ir.assert_structural_equal(After, Expected)


def test_substitute_allocate():
    @I.ir_module
    class Before:
        @T.prim_func(s_tir=True)
        def main(n: T.int32):
            A = T.alloc_buffer((n,), "float32")
            T.evaluate(A.data)

    @I.ir_module
    class Expected:
        @T.prim_func(s_tir=True)
        def main():
            A = T.alloc_buffer((16,), "float32")
            T.evaluate(A.data)

    After = _apply_substitute(Before)
    tvm.ir.assert_structural_equal(After, Expected)


def test_substitute_buffer_load():
    @I.ir_module
    class Before:
        @T.prim_func(s_tir=True)
        def main(n: T.int32):
            A = T.alloc_buffer((n,), "float32")
            for i in range(n):
                T.evaluate(A[i])

    @I.ir_module
    class Expected:
        @T.prim_func(s_tir=True)
        def main():
            A = T.alloc_buffer((16,), "float32")
            for i in range(16):
                T.evaluate(A[i])

    After = _apply_substitute(Before)
    tvm.ir.assert_structural_equal(After, Expected)


def test_substitute_decl_buffer():
    @I.ir_module
    class Before:
        @T.prim_func(s_tir=True)
        def main(n: T.int32):
            A = T.alloc_buffer((n,), "float32")
            T.evaluate(A.data)

    @I.ir_module
    class Expected:
        @T.prim_func(s_tir=True)
        def main():
            A = T.alloc_buffer((16,), "float32")
            T.evaluate(A.data)

    After = _apply_substitute(Before)
    tvm.ir.assert_structural_equal(After, Expected)


if __name__ == "__main__":
    tvm.testing.main()