rusackas commented on code in PR #41803:
URL: https://github.com/apache/superset/pull/41803#discussion_r3533009033


##########
superset/sql/dialects/trino.py:
##########
@@ -0,0 +1,273 @@
+# 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.
+
+from __future__ import annotations
+
+import typing as t
+
+from sqlglot import exp
+from sqlglot.dialects.trino import Trino as SqlglotTrino
+from sqlglot.tokens import Token, TokenType
+
+# Keywords that open a block terminated by ``END`` in Trino SQL routines
+# (https://trino.io/docs/current/udf/sql.html). ``CASE`` is included because
+# both the ``CASE`` statement and the ``CASE`` expression are terminated by
+# ``END``, so counting them keeps the depth balanced either way.
+BLOCK_OPENERS = {"BEGIN", "CASE", "IF", "LOOP", "REPEAT", "WHILE"}
+
+# Keywords that are also scalar functions in Trino (e.g. ``IF(a, b, c)`` and
+# ``REPEAT('a', 3)``). When immediately followed by ``(`` they are function
+# calls, not block openers.
+AMBIGUOUS_OPENERS = {"IF", "REPEAT"}
+
+BODY_KEYWORDS = ("RETURN", "BEGIN")

Review Comment:
   Added `tuple[str, str]` annotation.



##########
superset/sql/dialects/trino.py:
##########
@@ -0,0 +1,273 @@
+# 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.
+
+from __future__ import annotations
+
+import typing as t
+
+from sqlglot import exp
+from sqlglot.dialects.trino import Trino as SqlglotTrino
+from sqlglot.tokens import Token, TokenType
+
+# Keywords that open a block terminated by ``END`` in Trino SQL routines
+# (https://trino.io/docs/current/udf/sql.html). ``CASE`` is included because
+# both the ``CASE`` statement and the ``CASE`` expression are terminated by
+# ``END``, so counting them keeps the depth balanced either way.
+BLOCK_OPENERS = {"BEGIN", "CASE", "IF", "LOOP", "REPEAT", "WHILE"}
+
+# Keywords that are also scalar functions in Trino (e.g. ``IF(a, b, c)`` and
+# ``REPEAT('a', 3)``). When immediately followed by ``(`` they are function
+# calls, not block openers.
+AMBIGUOUS_OPENERS = {"IF", "REPEAT"}
+
+BODY_KEYWORDS = ("RETURN", "BEGIN")
+
+
+class InlineUDF(exp.CTE):
+    """
+    An inline SQL user-defined function declared in a ``WITH`` clause.
+
+    Trino supports declaring UDFs inline as part of a query::
+
+        WITH FUNCTION meaning_of_life()
+          RETURNS tinyint
+          BEGIN
+            DECLARE a tinyint DEFAULT CAST(6 AS tinyint);
+            DECLARE b tinyint DEFAULT CAST(7 AS tinyint);
+            RETURN a * b;
+          END
+        SELECT meaning_of_life()
+
+    The function definition is stored verbatim as an opaque string (wrapped
+    in an ``exp.Var`` so that AST traversal helpers see an expression), since
+    sqlglot has no representation for SQL routine bodies. Trino does not
+    allow queries inside SQL UDF bodies, so no table references are hidden
+    by the opaque representation.
+
+    This subclasses ``exp.CTE`` because ``sqlglot.parser.Parser._parse_with``
+    only collects ``exp.CTE`` instances into the ``WITH`` clause.
+    """
+
+    arg_types = {"this": True}
+
+
+class Trino(SqlglotTrino):
+    """
+    Custom Trino dialect with support for inline SQL UDFs.
+
+    sqlglot cannot parse Trino SQL routine syntax; see
+    https://github.com/tobymao/sqlglot/issues/5178. There are two separate
+    problems:
+
+    1. The parser splits statements on every semicolon, including the ones
+       inside a ``BEGIN ... END`` routine body.
+    2. The ``FUNCTION`` specification in a ``WITH`` clause is not valid CTE
+       syntax.
+
+    This dialect keeps routine bodies intact when splitting statements, and
+    parses inline function specifications into opaque `InlineUDF` nodes that
+    regenerate verbatim.
+
+    Note that sqlglot's ``Dialect`` metaclass registers subclasses by class
+    name, so once this module is imported this class also replaces the
+    built-in dialect for string-based lookups (``dialect="trino"``). This is
+    intentional, and consistent with how other Superset dialects (e.g.
+    ``Dremio``) shadow their sqlglot counterparts: the extensions are purely
+    additive, only activating on syntax that fails to parse upstream.
+    """
+
+    class Parser(SqlglotTrino.Parser):
+        @staticmethod
+        def _block_depth_delta(
+            text: str,
+            prev_text: str,
+            next_token: Token | None,
+        ) -> int:
+            """
+            Compute the block nesting change contributed by a routine token.
+            """
+            if text in BLOCK_OPENERS:
+                if prev_text == "END":
+                    return 0  # block terminator, e.g. `END IF`, `END CASE`
+                if (
+                    text in AMBIGUOUS_OPENERS
+                    and next_token
+                    and next_token.token_type == TokenType.L_PAREN
+                ):
+                    return 0  # scalar function call, e.g. `IF(a, b, c)`
+                return 1
+            if text == "END":
+                return -1
+            return 0
+
+        def _parse(
+            self,
+            parse_method: t.Callable[..., exp.Expression | None],
+            raw_tokens: list[Token],
+            sql: str | None = None,
+        ) -> list[exp.Expression | None]:
+            """
+            Split tokens into statements, keeping routine bodies intact.
+
+            This is a copy of ``sqlglot.parser.Parser._parse`` with one
+            change: when a statement starts with ``WITH FUNCTION``, ``CREATE
+            FUNCTION``, or ``CREATE OR REPLACE FUNCTION``, semicolons inside
+            ``BEGIN ... END`` blocks do not split the statement.
+            """
+            self.reset()
+            self.sql = sql or ""
+
+            total = len(raw_tokens)
+            chunks: list[list[Token]] = [[]]
+            routine_mode = False
+            depth = 0
+            prev_text = ""
+

Review Comment:
   Added `bool`/`int`/`str` annotations to `routine_mode`, `depth`, and 
`prev_text`.



##########
superset/sql/dialects/trino.py:
##########
@@ -0,0 +1,273 @@
+# 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.
+
+from __future__ import annotations
+
+import typing as t
+
+from sqlglot import exp
+from sqlglot.dialects.trino import Trino as SqlglotTrino
+from sqlglot.tokens import Token, TokenType
+
+# Keywords that open a block terminated by ``END`` in Trino SQL routines
+# (https://trino.io/docs/current/udf/sql.html). ``CASE`` is included because
+# both the ``CASE`` statement and the ``CASE`` expression are terminated by
+# ``END``, so counting them keeps the depth balanced either way.
+BLOCK_OPENERS = {"BEGIN", "CASE", "IF", "LOOP", "REPEAT", "WHILE"}
+
+# Keywords that are also scalar functions in Trino (e.g. ``IF(a, b, c)`` and
+# ``REPEAT('a', 3)``). When immediately followed by ``(`` they are function
+# calls, not block openers.
+AMBIGUOUS_OPENERS = {"IF", "REPEAT"}
+
+BODY_KEYWORDS = ("RETURN", "BEGIN")
+
+
+class InlineUDF(exp.CTE):
+    """
+    An inline SQL user-defined function declared in a ``WITH`` clause.
+
+    Trino supports declaring UDFs inline as part of a query::
+
+        WITH FUNCTION meaning_of_life()
+          RETURNS tinyint
+          BEGIN
+            DECLARE a tinyint DEFAULT CAST(6 AS tinyint);
+            DECLARE b tinyint DEFAULT CAST(7 AS tinyint);
+            RETURN a * b;
+          END
+        SELECT meaning_of_life()
+
+    The function definition is stored verbatim as an opaque string (wrapped
+    in an ``exp.Var`` so that AST traversal helpers see an expression), since
+    sqlglot has no representation for SQL routine bodies. Trino does not
+    allow queries inside SQL UDF bodies, so no table references are hidden
+    by the opaque representation.
+
+    This subclasses ``exp.CTE`` because ``sqlglot.parser.Parser._parse_with``
+    only collects ``exp.CTE`` instances into the ``WITH`` clause.
+    """
+
+    arg_types = {"this": True}
+
+
+class Trino(SqlglotTrino):
+    """
+    Custom Trino dialect with support for inline SQL UDFs.
+
+    sqlglot cannot parse Trino SQL routine syntax; see
+    https://github.com/tobymao/sqlglot/issues/5178. There are two separate
+    problems:
+
+    1. The parser splits statements on every semicolon, including the ones
+       inside a ``BEGIN ... END`` routine body.
+    2. The ``FUNCTION`` specification in a ``WITH`` clause is not valid CTE
+       syntax.
+
+    This dialect keeps routine bodies intact when splitting statements, and
+    parses inline function specifications into opaque `InlineUDF` nodes that
+    regenerate verbatim.
+
+    Note that sqlglot's ``Dialect`` metaclass registers subclasses by class
+    name, so once this module is imported this class also replaces the
+    built-in dialect for string-based lookups (``dialect="trino"``). This is
+    intentional, and consistent with how other Superset dialects (e.g.
+    ``Dremio``) shadow their sqlglot counterparts: the extensions are purely
+    additive, only activating on syntax that fails to parse upstream.
+    """
+
+    class Parser(SqlglotTrino.Parser):
+        @staticmethod
+        def _block_depth_delta(
+            text: str,
+            prev_text: str,
+            next_token: Token | None,
+        ) -> int:
+            """
+            Compute the block nesting change contributed by a routine token.
+            """
+            if text in BLOCK_OPENERS:
+                if prev_text == "END":
+                    return 0  # block terminator, e.g. `END IF`, `END CASE`
+                if (
+                    text in AMBIGUOUS_OPENERS
+                    and next_token
+                    and next_token.token_type == TokenType.L_PAREN
+                ):
+                    return 0  # scalar function call, e.g. `IF(a, b, c)`
+                return 1
+            if text == "END":
+                return -1
+            return 0
+
+        def _parse(
+            self,
+            parse_method: t.Callable[..., exp.Expression | None],
+            raw_tokens: list[Token],
+            sql: str | None = None,
+        ) -> list[exp.Expression | None]:
+            """
+            Split tokens into statements, keeping routine bodies intact.
+
+            This is a copy of ``sqlglot.parser.Parser._parse`` with one
+            change: when a statement starts with ``WITH FUNCTION``, ``CREATE
+            FUNCTION``, or ``CREATE OR REPLACE FUNCTION``, semicolons inside
+            ``BEGIN ... END`` blocks do not split the statement.
+            """
+            self.reset()
+            self.sql = sql or ""
+
+            total = len(raw_tokens)
+            chunks: list[list[Token]] = [[]]
+            routine_mode = False
+            depth = 0
+            prev_text = ""
+
+            for i, token in enumerate(raw_tokens):
+                if token.token_type == TokenType.SEMICOLON and depth <= 0:
+                    if token.comments:
+                        chunks.append([token])
+                    if i < total - 1:
+                        chunks.append([])
+                    routine_mode = False
+                    depth = 0
+                    prev_text = ""
+                    continue
+
+                chunk = chunks[-1]
+                chunk.append(token)
+
+                if token.token_type == TokenType.FUNCTION and not routine_mode:
+                    heads = [tok.token_type for tok in chunk[:-1]]
+                    routine_mode = heads in (
+                        [TokenType.WITH],
+                        [TokenType.CREATE],
+                        [TokenType.CREATE, TokenType.OR, TokenType.REPLACE],
+                    )
+                elif routine_mode:
+                    text = token.text.upper()
+                    next_token = raw_tokens[i + 1] if i < total - 1 else None
+                    depth += self._block_depth_delta(text, prev_text, 
next_token)
+
+                prev_text = token.text.upper()
+
+            self._chunks = chunks
+            return self._parse_batch_statements(
+                parse_method=parse_method,
+                sep_first_statement=False,
+            )
+
+        def _parse_cte(self) -> exp.CTE | None:
+            """
+            Parse a single entry in a ``WITH`` clause.
+
+            An entry starting with the ``FUNCTION`` keyword followed by an
+            identifier is an inline UDF specification; anything else
+            (including a CTE named "function") is handled by sqlglot.
+            """
+            if (
+                self._curr
+                and self._curr.token_type == TokenType.FUNCTION
+                and self._next
+                and self._next.token_type
+                not in (TokenType.ALIAS, TokenType.L_PAREN, TokenType.COMMA)
+            ):
+                return self._parse_inline_udf()
+
+            return super()._parse_cte()
+
+        def _parse_inline_udf(self) -> InlineUDF:
+            """
+            Consume an inline UDF specification and return it verbatim.
+
+            The specification is ``FUNCTION name(params) RETURNS type`` plus
+            optional routine characteristics, followed by a body that is
+            either ``RETURN expression`` or a ``BEGIN ... END`` block.
+            """
+            start = self._curr
+            self._advance()
+
+            # scan for the start of the function body, skipping over the
+            # signature, return type, and routine characteristics
+            paren_depth = 0
+            body: str | None = None

Review Comment:
   Added `int` annotation.



##########
tests/unit_tests/sql/dialects/trino_tests.py:
##########
@@ -0,0 +1,239 @@
+# 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.
+
+import pytest
+import sqlglot
+
+from superset.exceptions import SupersetParseError
+from superset.sql.dialects.trino import InlineUDF, Trino
+from superset.sql.parse import SQLScript, SQLStatement, Table
+
+# example from https://trino.io/docs/current/udf/sql/begin.html, reported in
+# https://github.com/apache/superset/issues/26162
+INLINE_UDF = """

Review Comment:
   Added `str` annotation.



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