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* fix(elasticsearch): cast does not take effect for time zone settings * test(elasticsearch): add test * fix(test): fix typo * docs(elasticsearch): add annotation * docs(elasticsearch): add time_zone desc * docs(elasticsearch): fix typo * refactor(db_engine): change convert_dttm signature * fix(test): fix test * fix(es): add try catch * fix(test): fix caplog * fix(test): fix typo
142 lines
5.5 KiB
Python
142 lines
5.5 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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import logging
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import re
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from datetime import datetime
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from typing import Any, Dict, List, Optional, Pattern, Tuple
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from flask_babel import gettext as __
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from superset.db_engine_specs.base import BaseEngineSpec, LimitMethod
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from superset.errors import SupersetErrorType
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from superset.utils import core as utils
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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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limit_method = LimitMethod.WRAP_SQL
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max_column_name_length = 128
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_time_grain_expressions = {
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None: "{col}",
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"PT1S": "DATEADD(SECOND, DATEDIFF(SECOND, '2000-01-01', {col}), '2000-01-01')",
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"PT1M": "DATEADD(MINUTE, DATEDIFF(MINUTE, 0, {col}), 0)",
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"PT5M": "DATEADD(MINUTE, DATEDIFF(MINUTE, 0, {col}) / 5 * 5, 0)",
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"PT10M": "DATEADD(MINUTE, DATEDIFF(MINUTE, 0, {col}) / 10 * 10, 0)",
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"PT15M": "DATEADD(MINUTE, DATEDIFF(MINUTE, 0, {col}) / 15 * 15, 0)",
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"PT30M": "DATEADD(MINUTE, DATEDIFF(MINUTE, 0, {col}) / 30 * 30, 0)",
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"PT1H": "DATEADD(HOUR, DATEDIFF(HOUR, 0, {col}), 0)",
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"P1D": "DATEADD(DAY, DATEDIFF(DAY, 0, {col}), 0)",
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"P1W": "DATEADD(DAY, 1 - DATEPART(WEEKDAY, {col}),"
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" DATEADD(DAY, DATEDIFF(DAY, 0, {col}), 0))",
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"P1M": "DATEADD(MONTH, DATEDIFF(MONTH, 0, {col}), 0)",
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"P3M": "DATEADD(QUARTER, DATEDIFF(QUARTER, 0, {col}), 0)",
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"P1Y": "DATEADD(YEAR, DATEDIFF(YEAR, 0, {col}), 0)",
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"1969-12-28T00:00:00Z/P1W": "DATEADD(DAY, -1,"
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" DATEADD(WEEK, DATEDIFF(WEEK, 0, {col}), 0))",
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"1969-12-29T00:00:00Z/P1W": "DATEADD(WEEK,"
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" DATEDIFF(WEEK, 0, DATEADD(DAY, -1, {col})), 0)",
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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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tt = target_type.upper()
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if tt == utils.TemporalType.DATE:
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return f"CONVERT(DATE, '{dttm.date().isoformat()}', 23)"
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if tt == utils.TemporalType.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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if tt == utils.TemporalType.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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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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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 "
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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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