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# to you under the Apache License, Version 2.0 (the
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#
#   http://www.apache.org/licenses/LICENSE-2.0
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import tvm
from tvm import te

# register the ops
tvm.ir.register_op_attr("tir.cop.coproc_sync", "TGlobalSymbol", "coproc_sync")
tvm.ir.register_op_attr("tir.cop.coproc_read_barrier", "TGlobalSymbol", "coproc_readb")
tvm.ir.register_op_attr("tir.cop.coproc_write_barrier", "TGlobalSymbol", "coproc_writeb")
tvm.ir.register_op_attr("tir.cop.coproc_dep_push", "TGlobalSymbol", "coproc_dep_push")
tvm.ir.register_op_attr("tir.cop.coproc_dep_pop", "TGlobalSymbol", "coproc_dep_pop")


def test_coproc_sync():
    @tvm.register_func("tvm.info.mem.global.cache")
    def meminfo_cache():
        return tvm.ir.make_node(
            "MemoryInfo",
            unit_bits=8,
            max_simd_bits=32,
            max_num_bits=128,
            head_address=tvm.tir.call_extern("handle", "global_cache"),
        )

    ib = tvm.tir.ir_builder.create()
    n = te.size_var("n")
    cp = te.thread_axis((0, 1), "cop")
    A = ib.allocate("float32", 128, name="A", scope="global.cache")
    with ib.for_range(0, n, name="i") as i:
        A[i] = A[i] + 1
        with ib.for_range(0, 8, name="k") as k:
            with ib.for_range(0, 10, name="j") as j:
                ib.scope_attr(cp, "coproc_scope", 1)
                A[j] = A[j + k * 10] + 2
    stmt = ib.get()

    mod = tvm.IRModule.from_expr(tvm.tir.PrimFunc([n], stmt))
    stmt = tvm.tir.transform.CoProcSync()(mod)["main"].body

    body = stmt.body.body
    blist = tvm.tir.stmt_list(body)

    assert blist[1].value.op.same_as(tvm.ir.Op.get("tir.cop.coproc_read_barrier"))
    assert blist[1].value.args[3].value == 80
    assert blist[-2].value.op.same_as(tvm.ir.Op.get("tir.cop.coproc_sync"))
    assert blist[-1].value.op.same_as(tvm.ir.Op.get("tir.cop.coproc_write_barrier"))
    assert blist[-1].value.args[3].value == 10


def test_coproc_sync2():
    ib = tvm.tir.ir_builder.create()
    n = te.size_var("n")
    cp = te.thread_axis((0, 1), "cop")
    ty = te.thread_axis("cthread")
    A = ib.allocate("float32", 128, name="A")
    ib.scope_attr(ty, "virtual_thread", 2)
    with ib.new_scope():
        ib.scope_attr(cp, "coproc_scope", 2)
        A[ty] = 0.0
    with ib.for_range(0, n, name="i") as i:
        with ib.new_scope():
            ib.scope_attr(cp, "coproc_scope", 1)
            A[ty] = 1.0
        with ib.new_scope():
            ib.scope_attr(cp, "coproc_scope", 2)
            A[ty] = 1.0
    stmt = ib.get()

    mod = tvm.IRModule.from_expr(tvm.tir.PrimFunc([n], stmt))
    stmt = tvm.tir.transform.CoProcSync()(mod)["main"].body


def test_coproc_sync3():
    def __check_list(tvm_array, py_list):
        for ti, li in zip(tvm_array, py_list):
            if ti.value != li:
                return False
        return True

    ib = tvm.tir.ir_builder.create()
    n = te.size_var("n")
    cp = te.thread_axis((0, 1), "cop")
    A = ib.allocate("float32", 128, name="A", scope="global.cache")
    with ib.for_range(0, n, name="i") as i:
        with ib.for_range(0, n, name="i") as j:
            with ib.new_scope():
                ib.scope_attr(cp, "coproc_scope", 1)
                A[i] = 1.0
            with ib.new_scope():
                ib.scope_attr(cp, "coproc_scope", 2)
                A[i] = 1.0
    with ib.new_scope():
        ib.scope_attr(cp, "coproc_scope", 3)
        A[0] = 0.0

    stmt = ib.get()

    mod = tvm.IRModule.from_expr(tvm.tir.PrimFunc([n], stmt))
    stmt = tvm.tir.transform.CoProcSync()(mod)["main"].body

    slist = tvm.tir.stmt_list(stmt[0].body)
    push_st = slist[2]
    slist = tvm.tir.stmt_list(slist[-1])
    pop_st = slist[0].body[0]

    assert push_st.value.op.same_as(tvm.ir.Op.get("tir.cop.coproc_dep_push"))
    assert __check_list(push_st.value.args, [2, 3])
    assert pop_st.value.op.same_as(tvm.ir.Op.get("tir.cop.coproc_dep_pop"))
    assert __check_list(pop_st.value.args, [2, 3])


if __name__ == "__main__":
    test_coproc_sync()
    test_coproc_sync2()
    test_coproc_sync3()