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171 lines
6.4 KiB
Python
171 lines
6.4 KiB
Python
# Licensed to the Apache Software Foundation (ASF) under one
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# or more contributor license agreements. See the NOTICE file
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# distributed with this work for additional information
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# regarding copyright ownership. The ASF licenses this file
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# to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance
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# with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing,
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# software distributed under the License is distributed on an
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# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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# KIND, either express or implied. See the License for the
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# specific language governing permissions and limitations
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# under the License.
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from __future__ import annotations
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import logging
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import re
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from datetime import datetime
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from re import Pattern
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from typing import Any, Optional
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from flask_babel import gettext as __
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from sqlalchemy import types
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from sqlalchemy.dialects.mssql.base import SMALLDATETIME
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from superset.constants import TimeGrain
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from superset.db_engine_specs.base import BaseEngineSpec
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from superset.errors import SupersetErrorType
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from superset.models.sql_types.mssql_sql_types import GUID
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from superset.utils.core import GenericDataType
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logger = logging.getLogger(__name__)
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# Regular expressions to catch custom errors
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CONNECTION_ACCESS_DENIED_REGEX = re.compile("Adaptive Server connection failed")
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CONNECTION_INVALID_HOSTNAME_REGEX = re.compile(
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r"Adaptive Server is unavailable or does not exist \((?P<hostname>.*?)\)"
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"(?!.*Net-Lib error).*$"
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)
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CONNECTION_PORT_CLOSED_REGEX = re.compile(
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r"Net-Lib error during Connection refused \(61\)"
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)
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CONNECTION_HOST_DOWN_REGEX = re.compile(
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r"Net-Lib error during Operation timed out \(60\)"
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)
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class MssqlEngineSpec(BaseEngineSpec):
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engine = "mssql"
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engine_name = "Microsoft SQL Server"
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max_column_name_length = 128
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allows_cte_in_subquery = False
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supports_multivalues_insert = True
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_time_grain_expressions = {
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None: "{col}",
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TimeGrain.SECOND: "DATEADD(SECOND, \
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DATEDIFF(SECOND, '2000-01-01', {col}), '2000-01-01')",
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TimeGrain.MINUTE: "DATEADD(MINUTE, DATEDIFF(MINUTE, 0, {col}), 0)",
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TimeGrain.FIVE_MINUTES: "DATEADD(MINUTE, \
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DATEDIFF(MINUTE, 0, {col}) / 5 * 5, 0)",
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TimeGrain.TEN_MINUTES: "DATEADD(MINUTE, \
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DATEDIFF(MINUTE, 0, {col}) / 10 * 10, 0)",
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TimeGrain.FIFTEEN_MINUTES: "DATEADD(MINUTE, \
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DATEDIFF(MINUTE, 0, {col}) / 15 * 15, 0)",
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TimeGrain.THIRTY_MINUTES: "DATEADD(MINUTE, \
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DATEDIFF(MINUTE, 0, {col}) / 30 * 30, 0)",
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TimeGrain.HOUR: "DATEADD(HOUR, DATEDIFF(HOUR, 0, {col}), 0)",
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TimeGrain.DAY: "DATEADD(DAY, DATEDIFF(DAY, 0, {col}), 0)",
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TimeGrain.WEEK: "DATEADD(DAY, 1 - DATEPART(WEEKDAY, {col}),"
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" DATEADD(DAY, DATEDIFF(DAY, 0, {col}), 0))",
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TimeGrain.MONTH: "DATEADD(MONTH, DATEDIFF(MONTH, 0, {col}), 0)",
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TimeGrain.QUARTER: "DATEADD(QUARTER, DATEDIFF(QUARTER, 0, {col}), 0)",
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TimeGrain.YEAR: "DATEADD(YEAR, DATEDIFF(YEAR, 0, {col}), 0)",
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TimeGrain.WEEK_STARTING_SUNDAY: "DATEADD(DAY, -1,"
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" DATEADD(WEEK, DATEDIFF(WEEK, 0, {col}), 0))",
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TimeGrain.WEEK_STARTING_MONDAY: "DATEADD(WEEK,"
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" DATEDIFF(WEEK, 0, DATEADD(DAY, -1, {col})), 0)",
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}
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column_type_mappings = (
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(
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re.compile(r"^smalldatetime.*", re.IGNORECASE),
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SMALLDATETIME(),
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GenericDataType.TEMPORAL,
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),
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(
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re.compile(r"^uniqueidentifier.*", re.IGNORECASE),
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GUID(),
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GenericDataType.STRING,
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),
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)
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custom_errors: dict[Pattern[str], tuple[str, SupersetErrorType, dict[str, Any]]] = {
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CONNECTION_ACCESS_DENIED_REGEX: (
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__(
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'Either the username "%(username)s", password, '
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'or database name "%(database)s" is incorrect.'
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),
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SupersetErrorType.CONNECTION_ACCESS_DENIED_ERROR,
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{},
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),
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CONNECTION_INVALID_HOSTNAME_REGEX: (
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__('The hostname "%(hostname)s" cannot be resolved.'),
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SupersetErrorType.CONNECTION_INVALID_HOSTNAME_ERROR,
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{},
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),
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CONNECTION_PORT_CLOSED_REGEX: (
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__('Port %(port)s on hostname "%(hostname)s" refused the connection.'),
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SupersetErrorType.CONNECTION_PORT_CLOSED_ERROR,
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{},
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),
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CONNECTION_HOST_DOWN_REGEX: (
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__(
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'The host "%(hostname)s" might be down, and can\'t be '
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"reached on port %(port)s."
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),
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SupersetErrorType.CONNECTION_HOST_DOWN_ERROR,
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{},
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),
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}
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@classmethod
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def epoch_to_dttm(cls) -> str:
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return "dateadd(S, {col}, '1970-01-01')"
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@classmethod
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def convert_dttm(
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cls, target_type: str, dttm: datetime, db_extra: Optional[dict[str, Any]] = None
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) -> Optional[str]:
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sqla_type = cls.get_sqla_column_type(target_type)
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if isinstance(sqla_type, types.Date):
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return f"CONVERT(DATE, '{dttm.date().isoformat()}', 23)"
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if isinstance(sqla_type, SMALLDATETIME):
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datetime_formatted = dttm.isoformat(sep=" ", timespec="seconds")
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return f"""CONVERT(SMALLDATETIME, '{datetime_formatted}', 20)"""
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if isinstance(sqla_type, types.DateTime):
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datetime_formatted = dttm.isoformat(timespec="milliseconds")
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return f"""CONVERT(DATETIME, '{datetime_formatted}', 126)"""
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return None
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@classmethod
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def fetch_data(
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cls, cursor: Any, limit: Optional[int] = None
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) -> list[tuple[Any, ...]]:
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if not cursor.description:
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return []
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data = super().fetch_data(cursor, limit)
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# Lists of `pyodbc.Row` need to be unpacked further
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return cls.pyodbc_rows_to_tuples(data)
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@classmethod
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def extract_error_message(cls, ex: Exception) -> str:
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if str(ex).startswith("(8155,"):
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return (
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f"{cls.engine} error: All your SQL functions need to " # noqa: S608
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"have an alias on MSSQL. For example: SELECT COUNT(*) AS C1 FROM TABLE1"
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)
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return f"{cls.engine} error: {cls._extract_error_message(ex)}"
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class AzureSynapseSpec(MssqlEngineSpec):
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engine = "mssql"
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engine_name = "Azure Synapse"
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default_driver = "pyodbc"
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