AdalbertMemSQL commented on code in PR #32887:
URL: https://github.com/apache/superset/pull/32887#discussion_r2028529293


##########
superset/db_engine_specs/singlestore.py:
##########
@@ -0,0 +1,558 @@
+# 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 logging
+import re
+from datetime import datetime
+from typing import Any, Optional
+from urllib import parse
+
+from flask import current_app
+from sqlalchemy import types
+from sqlalchemy.engine import URL
+
+from superset.constants import TimeGrain
+from superset.db_engine_specs.base import BaseEngineSpec, ColumnTypeMapping, 
LimitMethod
+from superset.models.core import Database
+from superset.models.sql_lab import Query
+from superset.utils.core import GenericDataType
+
+logger = logging.getLogger(__name__)
+
+
+class SingleStoreSpec(BaseEngineSpec):
+    engine_name = "SingleStore"
+
+    engine = "singlestoredb"
+    drivers = {"singlestoredb": "SingleStore Python client"}
+    default_driver = "singlestoredb"
+
+    limit_method = LimitMethod.FORCE_LIMIT
+    allows_joins = True
+    allows_subqueries = True
+    allows_alias_in_select = True
+    allows_alias_in_orderby = True
+    time_groupby_inline = False
+    allows_alias_to_source_column = True
+    allows_hidden_orderby_agg = True
+    allows_hidden_cc_in_orderby = False
+    allows_cte_in_subquery = True
+    allow_limit_clause = True
+    max_column_name_length = 256
+    allows_sql_comments = True
+    allows_escaped_colons = True
+    supports_file_upload = True
+    supports_dynamic_schema = True
+    disable_ssh_tunneling = False
+
+    sqlalchemy_uri_placeholder = (
+        "singlestoredb://{username}:{password}@{host}:{port}/{database}"
+    )
+
+    _time_grain_expressions = {
+        None: "{col}",
+        TimeGrain.SECOND: "DATE_TRUNC('second', {col})",
+        TimeGrain.MINUTE: "DATE_TRUNC('minute', {col})",
+        TimeGrain.HOUR: "DATE_TRUNC('hour', {col})",
+        TimeGrain.DAY: "DATE_TRUNC('day', {col})",
+        TimeGrain.WEEK: "DATE_TRUNC('week', {col})",
+        TimeGrain.MONTH: "DATE_TRUNC('month', {col})",
+        TimeGrain.QUARTER: "DATE_TRUNC('quarter', {col})",
+        TimeGrain.YEAR: "DATE_TRUNC('year', {col})",
+    }
+
+    column_type_mappings: tuple[ColumnTypeMapping, ...] = (
+        (
+            re.compile(r"^tinyint", re.IGNORECASE),
+            types.SmallInteger(),
+            GenericDataType.NUMERIC,
+        ),
+        (
+            re.compile(r"^mediumint", re.IGNORECASE),
+            types.Integer(),
+            GenericDataType.NUMERIC,
+        ),
+        (
+            re.compile(r"^year", re.IGNORECASE),
+            types.Integer(),
+            GenericDataType.NUMERIC,
+        ),
+        (
+            re.compile(r"^bit", re.IGNORECASE),
+            types.LargeBinary(),
+            GenericDataType.STRING,
+        ),
+        (
+            re.compile(r"^(var)?binary", re.IGNORECASE),
+            types.LargeBinary(),
+            GenericDataType.STRING,
+        ),
+        (
+            re.compile(r"^(tiny|medium|long)?blob", re.IGNORECASE),
+            types.LargeBinary(),
+            GenericDataType.STRING,
+        ),
+        (
+            re.compile(r"^json", re.IGNORECASE),
+            types.String(),
+            GenericDataType.STRING,
+        ),
+        (
+            re.compile(r"^bson", re.IGNORECASE),
+            types.LargeBinary(),
+            GenericDataType.STRING,
+        ),
+        (
+            re.compile(r"^geographypoint", re.IGNORECASE),
+            types.String(),
+            GenericDataType.STRING,
+        ),
+        (
+            re.compile(r"^geography", re.IGNORECASE),
+            types.String(),
+            GenericDataType.STRING,
+        ),
+        (
+            re.compile(r"^vector", re.IGNORECASE),
+            types.String(),
+            GenericDataType.STRING,
+        ),
+        (
+            re.compile(r"^enum", re.IGNORECASE),
+            types.String(),
+            GenericDataType.STRING,
+        ),
+        (
+            re.compile(r"^set", re.IGNORECASE),
+            types.String(),
+            GenericDataType.STRING,
+        ),
+    )
+
+    @classmethod
+    def get_function_names(
+        cls,
+        database: Database,
+    ) -> list[str]:
+        """
+        Get a list of function names that are able to be called on the 
database.
+        Used for SQL Lab autocomplete.
+
+        :param database: The database to get functions for
+        :return: A list of function names usable in the database
+        """
+
+        functions = [
+            "ABS",
+            "ACOS",
+            "ADDTIME",
+            "AES_DECRYPT",
+            "AES_ENCRYPT",
+            "AGGREGATOR_ID",
+            "ANY_VALUE",
+            "APPROX_COUNT_DISTINCT",
+            "APPROX_COUNT_DISTINCT_ACCUMULATE",
+            "APPROX_COUNT_DISTINCT_COMBINE",
+            "APPROX_COUNT_DISTINCT_ESTIMATE",
+            "APPROX_GEOGRAPHY_INTERSECTS",
+            "APPROX_PERCENTILE",
+            "ASCII",
+            "ASIN",
+            "ATAN",
+            "ATAN2",
+            "ATAN",
+            "AVG",
+            "BETWEEN",
+            "NOT",
+            "BIN",
+            "BIN_TO_UUID",
+            "BINARY",
+            "BIT_AND",
+            "BIT_COUNT",
+            "BIT_OR",
+            "BIT_XOR",
+            "BM25",
+            "BSON_ARRAY_CONTAINS_BSON",
+            "BSON_ARRAY_PUSH",
+            "BSON_ARRAY_SLICE",
+            "BSON_BUILD_ARRAY",
+            "BSON_BUILD_OBJECT",
+            "BSON_COMPARE",
+            "BSON_EXTRACT_BIGINT",
+            "BSON_EXTRACT_BOOL",
+            "BSON_EXTRACT_BSON",
+            "BSON_EXTRACT_DATETIME",
+            "BSON_EXTRACT_DOUBLE",
+            "BSON_EXTRACT_STRING",
+            "BSON_GET_TYPE",
+            "BSON_INCLUDE_MASK",
+            "BSON_EXCLUDE_MASK",
+            "BSON_LENGTH",
+            "BSON_MATCH_ANY",
+            "BSON_MATCH_ANY_EXISTS",
+            "BSON_MERGE",
+            "BSON_NORMALIZE",
+            "BSON_NORMALIZE_ASC",
+            "BSON_NORMALIZE_DESC",
+            "BSON_NORMALIZE_DESC",
+            "BSON_SET_BSON",
+            "BSON_UNWIND",
+            "CASE",
+            "CEIL",
+            "CHAR",
+            "CHARACTER_LENGTH",
+            "CHARSET",
+            "COALESCE",
+            "CONCAT",
+            "CONCAT_WS",
+            "CONNECTION_ID",
+            "CONV",
+            "CAST",
+            "CONVERT",
+            "CONVERT_TZ",
+            "COS",
+            "COT",
+            "COUNT",
+            "CRC32",
+            "CURRENT_DATE",
+            "CURDATE",
+            "CURRENT_TIME",
+            "CURTIME",
+            "CURRENT_TIMESTAMP",
+            "DATABASE",
+            "DATE",
+            "DATE_ADD",
+            "DATE_FORMAT",
+            "DATE_SUB",
+            "DATE_TRUNC",
+            "DATEDIFF",
+            "DAY",
+            "DAYNAME",
+            "DAYOFWEEK",
+            "DAYOFYEAR",
+            "DECODE",
+            "DEGREES",
+            "DENSE_RANK",
+            "DOT_PRODUCT",
+            "ELT",
+            "ESTIMATED_QUERY_LEAF_MEMORY",
+            "ESTIMATED_QUERY_RUNTIME",
+            "EUCLIDEAN_DISTANCE",
+            "EXP",
+            "EXTRACT",
+            "FIELD",
+            "FIRST",
+            "FIRST_VALUE",
+            "FLOOR",
+            "FORMAT",
+            "FOUND_ROWS",
+            "FROM_BASE64",
+            "FROM_DAYS",
+            "FROM_UNIXTIME",
+            "GEOGRAPHY_AREA",
+            "GEOGRAPHY_CONTAINS",
+            "GEOGRAPHY_DISTANCE",
+            "GEOGRAPHY_INTERSECTS",
+            "GEOGRAPHY_LATITUDE",
+            "GEOGRAPHY_LENGTH",
+            "GEOGRAPHY_LONGITUDE",
+            "GEOGRAPHY_POINT",
+            "GEOGRAPHY_WITHIN_DISTANCE",
+            "GET_FORMAT",
+            "GREATEST",
+            "GROUP_CONCAT",
+            "HEX",
+            "HIGHLIGHT",
+            "HOUR",
+            "IF",
+            "IN",
+            "INET_ATON",
+            "INET_NTOA",
+            "INET6_ATON",
+            "INET6_NTOA",
+            "INITCAP",
+            "INSTR",
+            "IS_BSON_NULL",
+            "IS_UUID",
+            "ISNULL",
+            "ISNUMERIC",
+            "JSON_AGG",
+            "JSON_ARRAY_CONTAINS_DOUBLE",
+            "JSON_ARRAY_CONTAINS_STRING",
+            "JSON_ARRAY_CONTAINS_JSON",
+            "JSON_ARRAY_PACK",
+            "JSON_ARRAY_PUSH_DOUBLE",
+            "JSON_ARRAY_PUSH_STRING",
+            "JSON_ARRAY_PUSH_JSON",
+            "JSON_ARRAY_UNPACK",
+            "JSON_BUILD_ARRAY",
+            "JSON_BUILD_OBJECT",
+            "JSON_DELETE_KEY",
+            "JSON_EXTRACT_DOUBLE",
+            "JSON_EXTRACT_STRING",
+            "JSON_EXTRACT_JSON",
+            "JSON_EXTRACT_BIGINT",
+            "JSON_GET_TYPE",
+            "JSON_KEYS",
+            "JSON_LENGTH",
+            "JSON_MATCH_ANY",
+            "JSON_MERGE_PATCH",
+            "JSON_PRETTY",
+            "JSON_SET_DOUBLE",
+            "JSON_SET_STRING",
+            "JSON_SET_JSON",
+            "JSON_SPLICE_DOUBLE",
+            "JSON_SPLICE_STRING",
+            "JSON_SPLICE_JSON",
+            "JSON_TO_ARRAY",
+            "LAG",
+            "LAST",
+            "LAST_DAY",
+            "LAST_INSERT_ID",
+            "LAST_VALUE",
+            "LCASE",
+            "LEAD",
+            "LEAST",
+            "LEFT",
+            "LENGTH",
+            "LIKE",
+            "LN",
+            "LOCALTIMESTAMP",
+            "LOCATE",
+            "LOG",
+            "LOG10",
+            "LOG2",
+            "LPAD",
+            "LTRIM",
+            "MATCH",
+            "MAX",
+            "MD5",
+            "MEDIAN",
+            "MICROSECOND",
+            "MIN",
+            "MINUTE",
+            "MOD",
+            "MONTH",
+            "MONTHNAME",
+            "MONTHS_BETWEEN",
+            "NOPARAM",
+            "NOW",
+            "NTH_VALUE",
+            "NTILE",
+            "NULLIF",
+            "NVL",
+            "IFNULL",
+            "PERCENT_RANK",
+            "PERCENTILE_CONT",
+            "MEDIAN",
+            "PERCENTILE_DISC",
+            "PI",
+            "POW",
+            "QUARTER",
+            "QUOTE",
+            "RADIANS",
+            "RAND",
+            "RANK",
+            "REDUCE",
+            "REGEXP_INSTR",
+            "REGEXP_MATCH",
+            "REGEXP_REPLACE",
+            "REGEXP_SUBSTR",
+            "REPLACE",
+            "REVERSE",
+            "RIGHT",
+            "RLIKE",
+            "REGEXP",
+            "ROUND",
+            "ROW_COUNT",
+            "ROW_NUMBER",
+            "RPAD",
+            "RTRIM",
+            "SCALAR_VECTOR_MUL",
+            "SEC_TO_TIME",
+            "SECOND",
+            "SECRET",
+            "SET",
+            "SHA1",
+            "SHA2",
+            "SIGMOID",
+            "SIGN",
+            "SIN",
+            "SLEEP",
+            "SPLIT",
+            "SQRT",
+            "STD",
+            "STDDEV",
+            "STDDEV_POP",
+            "STDDEV_SAMP",
+            "STR_TO_DATE",
+            "strcmp",
+            "STRING_BYTES",
+            "SUBSTRING",
+            "SUBSTRING_INDEX",
+            "SUM",
+            "SYS_GUID",
+            "UUID",
+            "TAN",
+            "TIME",
+            "TIME_BUCKET",
+            "TIME_FORMAT",
+            "TIME_TO_SEC",
+            "TIMEDIFF",
+            "TIMESTAMP",
+            "TIMESTAMPADD",
+            "TIMESTAMPDIFF",
+            "TO_BASE64",
+            "TO_CHAR",
+            "TO_DATE",
+            "TO_DAYS",
+            "TO_JSON",
+            "TO_NUMBER",
+            "TO_SECONDS",
+            "TO_TIMESTAMP",
+            "TRIM",
+            "TRUNC",
+            "TRUNCATE",
+            "UCASE",
+            "UNHEX",
+            "UNIX_TIMESTAMP",
+            "USER",
+            "UTC_DATE",
+            "UTC_TIME",
+            "UTC_TIMESTAMP",
+            "UUID_TO_BIN",
+            "VARIANCE",
+            "VAR_SAMP",
+            "VECTOR_ADD",
+            "VECTOR_ELEMENTS_SUM",
+            "VECTOR_KTH_ELEMENT",
+            "VECTOR_MUL",
+            "VECTOR_NUM_ELEMENTS",
+            "VECTOR_SORT",
+            "VECTOR_SUB",
+            "VECTOR_SUBVECTOR",
+            "VECTOR_SUM",
+            "WEEK",
+            "WEEKDAY",
+            "YEAR",
+        ]
+
+        if (database_name := cls.get_default_schema(database, None)) is not 
None:
+            df = database.get_df(
+                f"SHOW FUNCTIONS IN `{database_name.replace('`', '``')}`"
+            )
+
+            function_name_col = f"Functions_in_{database_name}"
+            if function_name_col in df:
+                functions += df[function_name_col].tolist()

Review Comment:
   Updated this



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