apache--tvm/tests/python/tvmscript/test_tvmscript_printer_doc.py

# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements.  See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership.  The ASF licenses this file
# 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.
# ruff: noqa: F841
"""
In this test file, we want to make sure the Python code can construct
Doc objects, then access and modify their attributes correctly.
"""

import pytest
from tvm_ffi.access_path import AccessPath

import tvm
from tvm.script.printer.doc import (
    AssertDoc,
    AssignDoc,
    AttrAccessDoc,
    CallDoc,
    ClassDoc,
    CommentDoc,
    DictDoc,
    DocStringDoc,
    ExprStmtDoc,
    ForDoc,
    FunctionDoc,
    IdDoc,
    IfDoc,
    IndexDoc,
    LambdaDoc,
    ListDoc,
    LiteralDoc,
    OperationDoc,
    OperationKind,
    ReturnDoc,
    ScopeDoc,
    SliceDoc,
    StmtBlockDoc,
    TupleDoc,
    WhileDoc,
)


@pytest.mark.parametrize(
    "value",
    [None, "test", 0, 1, -2, 0.0, 1.5, -1.3, True, False],
)
def test_literal_doc_construction(value):
    doc = LiteralDoc(value)

    if isinstance(value, float):
        # FloatImm cannot be compared with Python's float directly
        assert float(doc.value) == pytest.approx(value)
    else:
        assert doc.value == value


def test_id_doc():
    doc = IdDoc("name")

    assert doc.name == "name"


def test_attr_access_doc():
    target = IdDoc("x")

    doc = AttrAccessDoc(target, "attribute")

    assert doc.value == target
    assert doc.name == "attribute"


@pytest.mark.parametrize(
    "indices",
    [
        [],
        [LiteralDoc(1)],
        [LiteralDoc(2), IdDoc("x")],
        [SliceDoc(LiteralDoc(1), LiteralDoc(2))],
        [SliceDoc(LiteralDoc(1)), IdDoc("y")],
    ],
)
def test_index_doc(indices):
    target = IdDoc("x")

    doc = IndexDoc(target, indices)

    assert doc.value == target
    assert list(doc.indices) == indices


@pytest.mark.parametrize(
    "args, kwargs",
    [
        ([], {}),
        ([LiteralDoc("arg")], {}),
        ([LiteralDoc("arg"), IdDoc("x")], {}),
        ([], {"x": LiteralDoc("x")}),
        ([], {"x": LiteralDoc("x"), "y": LiteralDoc("y")}),
        ([LiteralDoc("arg")], {"x": LiteralDoc("x"), "y": LiteralDoc("y")}),
        ([LiteralDoc("arg"), IdDoc("x")], {"x": LiteralDoc("x"), "y": LiteralDoc("y")}),
    ],
)
def test_call_doc(args, kwargs):
    target = IdDoc("x")

    doc = CallDoc(target, *args, **kwargs)

    assert doc.callee == target
    assert list(doc.args) == args
    assert dict(zip(doc.kwargs_keys, doc.kwargs_values)) == kwargs


@pytest.mark.parametrize(
    "operands",
    [
        [],
        [LiteralDoc(1)],
        [LiteralDoc(2), IdDoc("x")],
        [LiteralDoc(2), IdDoc("x"), LiteralDoc("y")],
    ],
)
def test_operation_doc(operands):
    # Here we just test the contructor and attr visitor of OperationDoc
    # so the choice of OperationKind doesn't matter
    operator = OperationKind.Add

    doc = OperationDoc(OperationKind.Add, operands)

    assert doc.kind == operator
    assert list(doc.operands) == operands


@pytest.mark.parametrize(
    "args",
    [
        [],
        [IdDoc("x")],
        [IdDoc("x"), IdDoc("y")],
    ],
)
def test_lambda_doc(args):
    body = LiteralDoc(1)

    doc = LambdaDoc(args, body)

    assert doc.body == body
    assert list(doc.args) == args


@pytest.mark.parametrize(
    "elements",
    [
        [],
        [IdDoc("x")],
        [IdDoc("x"), IdDoc("y")],
    ],
)
def test_tuple_doc(elements):
    doc = TupleDoc(elements)

    assert list(doc.elements) == elements


@pytest.mark.parametrize(
    "elements",
    [
        [],
        [IdDoc("x")],
        [IdDoc("x"), IdDoc("y")],
    ],
)
def test_list_doc(elements):
    doc = ListDoc(elements)

    assert list(doc.elements) == elements


@pytest.mark.parametrize(
    "content",
    [
        {},
        {LiteralDoc("k"): IdDoc("v")},
        {LiteralDoc("k"): IdDoc("v"), LiteralDoc("k2"): IdDoc("v2")},
    ],
)
def test_dict_doc(content):
    doc = DictDoc(content)

    assert dict(zip(doc.keys, doc.values)) == content


@pytest.mark.parametrize("start", [LiteralDoc(1), None])
@pytest.mark.parametrize("stop", [LiteralDoc(2), None])
@pytest.mark.parametrize("step", [LiteralDoc(3), None])
def test_slice_doc(start, stop, step):
    doc = SliceDoc(start, stop)

    assert doc.start == start
    assert doc.stop == stop


def test_expr_doc_attr_access():
    target = IdDoc("x")
    attr = "test"

    doc = target.attr(attr)

    assert doc.value == target
    assert doc.name == attr


@pytest.mark.parametrize(
    "indices",
    [
        (),
        LiteralDoc(1),
        SliceDoc(LiteralDoc(1), LiteralDoc(2)),
        (LiteralDoc(1),),
        (LiteralDoc(2), IdDoc("x")),
        (SliceDoc(LiteralDoc(1), LiteralDoc(2)),),
        (SliceDoc(LiteralDoc(1)), IdDoc("y")),
    ],
)
def test_expr_doc_get_item(indices):
    target = IdDoc("x")

    doc = target[indices]

    assert doc.value == target
    if not isinstance(indices, tuple):
        indices = (indices,)
    assert tuple(doc.indices) == indices


@pytest.mark.parametrize(
    "args, kwargs",
    [
        ([], {}),
        ([LiteralDoc("arg")], {}),
        ([LiteralDoc("arg"), IdDoc("x")], {}),
        ([], {"x": LiteralDoc("x")}),
        ([], {"x": LiteralDoc("x"), "y": LiteralDoc("y")}),
        ([LiteralDoc("arg")], {"x": LiteralDoc("x"), "y": LiteralDoc("y")}),
        ([LiteralDoc("arg"), IdDoc("x")], {"x": LiteralDoc("x"), "y": LiteralDoc("y")}),
    ],
)
def test_expr_doc_call_with(args, kwargs):
    target = IdDoc("x")

    doc = target.call(*args, **kwargs)

    assert doc.callee == target
    assert list(doc.args) == args
    assert dict(zip(doc.kwargs_keys, doc.kwargs_values)) == kwargs


@pytest.mark.parametrize(
    "stmts",
    [
        [],
        [ExprStmtDoc(IdDoc("x"))],
        [ExprStmtDoc(IdDoc("x")), ExprStmtDoc(IdDoc("y"))],
    ],
)
def test_stmt_block_doc(stmts):
    doc = StmtBlockDoc(stmts)

    assert list(doc.stmts) == stmts


@pytest.mark.parametrize(
    "lhs, rhs, annotation",
    [
        (IdDoc("x"), IdDoc("y"), None),
        (IdDoc("x"), None, IdDoc("int")),
        (IdDoc("x"), IdDoc("y"), IdDoc("int")),
    ],
)
def test_assign_doc(lhs, rhs, annotation):
    doc = AssignDoc(lhs, rhs, annotation)

    assert doc.lhs == lhs
    assert doc.rhs == rhs
    assert doc.annotation == annotation


@pytest.mark.parametrize(
    "lhs, rhs, annotation",
    [
        (IdDoc("x"), None, None),
        (TupleDoc([IdDoc("x"), IdDoc("y")]), None, IdDoc("int")),
        (TupleDoc([IdDoc("x"), IdDoc("y")]), IdDoc("u"), IdDoc("int")),
    ],
)
def test_invalid_assign_doc(lhs, rhs, annotation):
    with pytest.raises(ValueError) as e:
        AssignDoc(lhs, rhs, annotation)


@pytest.mark.parametrize(
    "else_branch",
    [
        [],
        [ExprStmtDoc(IdDoc("x"))],
        [ExprStmtDoc(IdDoc("x")), ExprStmtDoc(IdDoc("y"))],
    ],
)
@pytest.mark.parametrize(
    "then_branch",
    [
        [],
        [ExprStmtDoc(IdDoc("x"))],
        [ExprStmtDoc(IdDoc("x")), ExprStmtDoc(IdDoc("y"))],
    ],
)
def test_if_doc(then_branch, else_branch):
    predicate = IdDoc("x")

    if not then_branch and not else_branch:
        with pytest.raises(ValueError) as e:
            IfDoc(predicate, then_branch, else_branch)
        return
    else:
        doc = IfDoc(predicate, then_branch, else_branch)

    assert doc.predicate == predicate
    assert list(doc.then_branch) == then_branch
    assert list(doc.else_branch) == else_branch


@pytest.mark.parametrize(
    "body",
    [
        [],
        [ExprStmtDoc(IdDoc("x"))],
        [ExprStmtDoc(IdDoc("x")), ExprStmtDoc(IdDoc("y"))],
    ],
)
def test_while_doc(body):
    predicate = IdDoc("x")

    doc = WhileDoc(predicate, body)

    assert doc.predicate == predicate
    assert list(doc.body) == body


@pytest.mark.parametrize(
    "body",
    [
        [],
        [ExprStmtDoc(IdDoc("x"))],
        [ExprStmtDoc(IdDoc("x")), ExprStmtDoc(IdDoc("y"))],
    ],
)
def test_for_doc(body):
    lhs = IdDoc("x")
    rhs = IdDoc("y")

    doc = ForDoc(lhs, rhs, body)

    assert doc.lhs == lhs
    assert doc.rhs == rhs
    assert list(doc.body) == body


@pytest.mark.parametrize(
    "lhs",
    [
        None,
        IdDoc("x"),
    ],
)
@pytest.mark.parametrize(
    "body",
    [
        [],
        [ExprStmtDoc(IdDoc("x"))],
        [ExprStmtDoc(IdDoc("x")), ExprStmtDoc(IdDoc("y"))],
    ],
)
def test_scope_doc(lhs, body):
    rhs = IdDoc("y")

    doc = ScopeDoc(lhs, rhs, body)

    assert doc.lhs == lhs
    assert doc.rhs == rhs
    assert list(doc.body) == body


def test_expr_stmt_doc():
    expr = IdDoc("x")

    doc = ExprStmtDoc(expr)

    assert doc.expr == expr


@pytest.mark.parametrize(
    "msg",
    [
        None,
        LiteralDoc("msg"),
    ],
)
def test_assert_doc(msg):
    test = IdDoc("x")

    doc = AssertDoc(test, msg)

    assert doc.test == test
    assert doc.msg == msg


def test_return_doc():
    value = IdDoc("x")

    doc = ReturnDoc(value)

    assert doc.value == value


@pytest.mark.parametrize(
    "args",
    [
        [],
        [AssignDoc(IdDoc("x"), None, IdDoc("int"))],
        [
            AssignDoc(IdDoc("x"), None, IdDoc("int")),
            AssignDoc(IdDoc("y"), LiteralDoc(1), IdDoc("int")),
        ],
    ],
)
@pytest.mark.parametrize(
    "decorators",
    [
        [],
        [IdDoc("test")],
        [IdDoc("test"), IdDoc("test2")],
    ],
)
@pytest.mark.parametrize(
    "return_type",
    [
        None,
        LiteralDoc(None),
    ],
)
@pytest.mark.parametrize(
    "body",
    [
        [],
        [ExprStmtDoc(IdDoc("x"))],
        [ExprStmtDoc(IdDoc("x")), ExprStmtDoc(IdDoc("y"))],
    ],
)
def test_function_doc(args, decorators, return_type, body):
    name = IdDoc("name")

    doc = FunctionDoc(name, args, decorators, return_type, body)

    assert doc.name == name
    assert list(doc.args) == args
    assert list(doc.decorators) == decorators
    assert doc.return_type == return_type
    assert list(doc.body) == body


@pytest.mark.parametrize(
    "decorators",
    [
        [],
        [IdDoc("test")],
        [IdDoc("test"), IdDoc("test2")],
    ],
)
@pytest.mark.parametrize(
    "body",
    [
        [],
        [ExprStmtDoc(IdDoc("x"))],
        [ExprStmtDoc(IdDoc("x")), ExprStmtDoc(IdDoc("y"))],
    ],
)
def test_class_doc(decorators, body):
    name = IdDoc("name")

    doc = ClassDoc(name, decorators, body)

    assert doc.name == name
    assert list(doc.decorators) == decorators
    assert list(doc.body) == body


@pytest.mark.parametrize(
    "comment",
    [
        "",
        "test comment 1",
        "test comment 1\ntest comment 1",
    ],
)
def test_comment_doc(comment):
    doc = CommentDoc(comment)
    assert doc.comment == comment


@pytest.mark.parametrize(
    "comment",
    [
        "",
        "test comment 1",
        "test comment 1\ntest comment 1",
    ],
)
def test_doc_string_doc(comment):
    doc = DocStringDoc(comment)
    assert doc.comment == comment


def test_stmt_doc_comment():
    doc = ExprStmtDoc(IdDoc("x"))
    assert doc.comment is None

    comment = "test comment"
    doc.comment = comment
    # Make sure the previous statement doesn't set attribute
    # as if it's an ordinary Python object (__slots__ enforces this).
    assert not hasattr(doc, "__dict__") or "comment" not in doc.__dict__
    assert doc.comment == comment


def test_doc_source_paths():
    doc = IdDoc("x")
    assert len(doc.source_paths) == 0

    source_paths = [AccessPath.root(), AccessPath.root().attr("x")]

    doc.source_paths = source_paths
    # This should triggers the __getattr__ and gets a tvm_ffi.Array
    assert not isinstance(doc.source_paths, list)
    assert list(doc.source_paths) == source_paths

    doc.source_paths = []
    assert len(doc.source_paths) == 0


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