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431 lines
14 KiB
Python
431 lines
14 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 unittest.mock as mock
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from datetime import datetime
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from textwrap import dedent
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import pytest
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from sqlalchemy import column, table
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from sqlalchemy.dialects import mssql
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from sqlalchemy.dialects.mssql import DATE, NTEXT, NVARCHAR, TEXT, VARCHAR
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from sqlalchemy.sql import select
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from sqlalchemy.types import String, TypeEngine, UnicodeText
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from superset.errors import ErrorLevel, SupersetError, SupersetErrorType
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from superset.utils.core import GenericDataType
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from tests.unit_tests.fixtures.common import dttm
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@pytest.mark.parametrize(
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"type_string,type_expected,generic_type_expected",
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[
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("STRING", String, GenericDataType.STRING),
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("CHAR(10)", String, GenericDataType.STRING),
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("VARCHAR(10)", String, GenericDataType.STRING),
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("TEXT", String, GenericDataType.STRING),
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("NCHAR(10)", UnicodeText, GenericDataType.STRING),
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("NVARCHAR(10)", UnicodeText, GenericDataType.STRING),
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("NTEXT", UnicodeText, GenericDataType.STRING),
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],
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)
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def test_mssql_column_types(
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type_string: str,
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type_expected: TypeEngine,
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generic_type_expected: GenericDataType,
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) -> None:
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from superset.db_engine_specs.mssql import MssqlEngineSpec
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if type_expected is None:
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type_assigned = MssqlEngineSpec.get_sqla_column_type(type_string)
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assert type_assigned is None
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else:
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column_spec = MssqlEngineSpec.get_column_spec(type_string)
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if column_spec is not None:
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assert isinstance(column_spec.sqla_type, type_expected)
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assert column_spec.generic_type == generic_type_expected
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def test_where_clause_n_prefix() -> None:
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from superset.db_engine_specs.mssql import MssqlEngineSpec
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dialect = mssql.dialect()
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# non-unicode col
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sqla_column_type = MssqlEngineSpec.get_sqla_column_type("VARCHAR(10)")
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assert sqla_column_type is not None
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type_, _ = sqla_column_type
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str_col = column("col", type_=type_)
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# unicode col
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sqla_column_type = MssqlEngineSpec.get_sqla_column_type("NTEXT")
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assert sqla_column_type is not None
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type_, _ = sqla_column_type
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unicode_col = column("unicode_col", type_=type_)
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tbl = table("tbl")
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sel = (
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select([str_col, unicode_col])
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.select_from(tbl)
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.where(str_col == "abc")
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.where(unicode_col == "abc")
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)
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query = str(sel.compile(dialect=dialect, compile_kwargs={"literal_binds": True}))
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query_expected = (
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"SELECT col, unicode_col \n"
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"FROM tbl \n"
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"WHERE col = 'abc' AND unicode_col = N'abc'"
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)
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assert query == query_expected
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def test_time_exp_mixd_case_col_1y() -> None:
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from superset.db_engine_specs.mssql import MssqlEngineSpec
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col = column("MixedCase")
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expr = MssqlEngineSpec.get_timestamp_expr(col, None, "P1Y")
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result = str(expr.compile(None, dialect=mssql.dialect()))
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assert result == "DATEADD(YEAR, DATEDIFF(YEAR, 0, [MixedCase]), 0)"
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@pytest.mark.parametrize(
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"actual,expected",
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[
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(
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"DATE",
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"CONVERT(DATE, '2019-01-02', 23)",
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),
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(
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"DATETIME",
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"CONVERT(DATETIME, '2019-01-02T03:04:05.678', 126)",
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),
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(
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"SMALLDATETIME",
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"CONVERT(SMALLDATETIME, '2019-01-02 03:04:05', 20)",
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),
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],
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)
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def test_convert_dttm(
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actual: str,
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expected: str,
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dttm: datetime,
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) -> None:
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from superset.db_engine_specs.mssql import MssqlEngineSpec
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assert MssqlEngineSpec.convert_dttm(actual, dttm) == expected
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def test_extract_error_message() -> None:
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from superset.db_engine_specs.mssql import MssqlEngineSpec
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test_mssql_exception = Exception(
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"(8155, b\"No column name was specified for column 1 of 'inner_qry'."
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"DB-Lib error message 20018, severity 16:\\nGeneral SQL Server error: "
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'Check messages from the SQL Server\\n")'
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)
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error_message = MssqlEngineSpec.extract_error_message(test_mssql_exception)
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expected_message = (
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"mssql 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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assert expected_message == error_message
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test_mssql_exception = Exception(
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'(8200, b"A correlated expression is invalid because it is not in a '
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"GROUP BY clause.\\n\")'"
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)
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error_message = MssqlEngineSpec.extract_error_message(test_mssql_exception)
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expected_message = "mssql error: " + MssqlEngineSpec._extract_error_message(
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test_mssql_exception
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)
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assert expected_message == error_message
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def test_fetch_data() -> None:
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from superset.db_engine_specs.base import BaseEngineSpec
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from superset.db_engine_specs.mssql import MssqlEngineSpec
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with mock.patch.object(
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MssqlEngineSpec,
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"pyodbc_rows_to_tuples",
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return_value="converted",
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) as mock_pyodbc_rows_to_tuples:
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data = [(1, "foo")]
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with mock.patch.object(BaseEngineSpec, "fetch_data", return_value=data):
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result = MssqlEngineSpec.fetch_data(None, 0)
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mock_pyodbc_rows_to_tuples.assert_called_once_with(data)
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assert result == "converted"
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@pytest.mark.parametrize(
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"original,expected",
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[
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(DATE(), "DATE"),
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(VARCHAR(length=255), "VARCHAR(255)"),
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(VARCHAR(length=255, collation="utf8_general_ci"), "VARCHAR(255)"),
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(NVARCHAR(length=128), "NVARCHAR(128)"),
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(TEXT(), "TEXT"),
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(NTEXT(collation="utf8_general_ci"), "NTEXT"),
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],
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)
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def test_column_datatype_to_string(original: TypeEngine, expected: str) -> None:
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from superset.db_engine_specs.mssql import MssqlEngineSpec
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actual = MssqlEngineSpec.column_datatype_to_string(original, mssql.dialect())
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assert actual == expected
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@pytest.mark.parametrize(
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"original,expected",
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[
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(
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dedent(
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"""
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with currency as (
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select 'INR' as cur
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),
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currency_2 as (
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select 'EUR' as cur
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)
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select * from currency union all select * from currency_2
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"""
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),
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dedent(
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"""WITH currency as (
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select 'INR' as cur
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),
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currency_2 as (
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select 'EUR' as cur
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),
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__cte AS (
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select * from currency union all select * from currency_2
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)"""
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),
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),
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(
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"SELECT 1 as cnt",
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None,
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),
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(
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dedent(
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"""
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select 'INR' as cur
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union
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select 'AUD' as cur
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union
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select 'USD' as cur
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"""
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),
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None,
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),
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],
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)
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def test_cte_query_parsing(original: TypeEngine, expected: str) -> None:
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from superset.db_engine_specs.mssql import MssqlEngineSpec
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actual = MssqlEngineSpec.get_cte_query(original)
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assert actual == expected
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@pytest.mark.parametrize(
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"original,expected,top",
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[
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("SEL TOP 1000 * FROM My_table", "SEL TOP 100 * FROM My_table", 100),
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("SEL TOP 1000 * FROM My_table;", "SEL TOP 100 * FROM My_table", 100),
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("SEL TOP 1000 * FROM My_table;", "SEL TOP 1000 * FROM My_table", 10000),
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("SEL TOP 1000 * FROM My_table;", "SEL TOP 1000 * FROM My_table", 1000),
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(
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"""with abc as (select * from test union select * from test1)
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select TOP 100 * from currency""",
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"""WITH abc as (select * from test union select * from test1)
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select TOP 100 * from currency""",
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1000,
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),
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("SELECT 1 as cnt", "SELECT TOP 10 1 as cnt", 10),
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(
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"select TOP 1000 * from abc where id=1",
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"select TOP 10 * from abc where id=1",
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10,
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),
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],
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)
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def test_top_query_parsing(original: TypeEngine, expected: str, top: int) -> None:
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from superset.db_engine_specs.mssql import MssqlEngineSpec
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actual = MssqlEngineSpec.apply_top_to_sql(original, top)
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assert actual == expected
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def test_extract_errors() -> None:
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"""
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Test that custom error messages are extracted correctly.
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"""
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from superset.db_engine_specs.mssql import MssqlEngineSpec
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msg = dedent(
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"""
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DB-Lib error message 20009, severity 9:
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Unable to connect: Adaptive Server is unavailable or does not exist (locahost)
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"""
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)
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result = MssqlEngineSpec.extract_errors(Exception(msg))
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assert result == [
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SupersetError(
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error_type=SupersetErrorType.CONNECTION_INVALID_HOSTNAME_ERROR,
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message='The hostname "locahost" cannot be resolved.',
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level=ErrorLevel.ERROR,
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extra={
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"engine_name": "Microsoft SQL Server",
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"issue_codes": [
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{
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"code": 1007,
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"message": "Issue 1007 - The hostname provided can't be resolved.",
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}
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],
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},
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)
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]
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msg = dedent(
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"""
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DB-Lib error message 20009, severity 9:
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Unable to connect: Adaptive Server is unavailable or does not exist (localhost)
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Net-Lib error during Connection refused (61)
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DB-Lib error message 20009, severity 9:
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Unable to connect: Adaptive Server is unavailable or does not exist (localhost)
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Net-Lib error during Connection refused (61)
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"""
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)
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result = MssqlEngineSpec.extract_errors(
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Exception(msg), context={"port": 12345, "hostname": "localhost"}
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)
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assert result == [
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SupersetError(
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error_type=SupersetErrorType.CONNECTION_PORT_CLOSED_ERROR,
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message='Port 12345 on hostname "localhost" refused the connection.',
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level=ErrorLevel.ERROR,
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extra={
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"engine_name": "Microsoft SQL Server",
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"issue_codes": [
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{"code": 1008, "message": "Issue 1008 - The port is closed."}
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],
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},
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)
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]
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msg = dedent(
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"""
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DB-Lib error message 20009, severity 9:
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Unable to connect: Adaptive Server is unavailable or does not exist (example.com)
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Net-Lib error during Operation timed out (60)
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DB-Lib error message 20009, severity 9:
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Unable to connect: Adaptive Server is unavailable or does not exist (example.com)
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Net-Lib error during Operation timed out (60)
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"""
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)
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result = MssqlEngineSpec.extract_errors(
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Exception(msg), context={"port": 12345, "hostname": "example.com"}
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)
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assert result == [
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SupersetError(
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error_type=SupersetErrorType.CONNECTION_HOST_DOWN_ERROR,
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message=(
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'The host "example.com" might be down, '
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"and can't be reached on port 12345."
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),
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level=ErrorLevel.ERROR,
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extra={
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"engine_name": "Microsoft SQL Server",
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"issue_codes": [
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{
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"code": 1009,
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"message": "Issue 1009 - The host might be down, and can't be reached on the provided port.",
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}
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],
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},
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)
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]
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msg = dedent(
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"""
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DB-Lib error message 20009, severity 9:
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Unable to connect: Adaptive Server is unavailable or does not exist (93.184.216.34)
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Net-Lib error during Operation timed out (60)
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DB-Lib error message 20009, severity 9:
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Unable to connect: Adaptive Server is unavailable or does not exist (93.184.216.34)
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Net-Lib error during Operation timed out (60)
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"""
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)
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result = MssqlEngineSpec.extract_errors(
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Exception(msg), context={"port": 12345, "hostname": "93.184.216.34"}
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)
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assert result == [
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SupersetError(
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error_type=SupersetErrorType.CONNECTION_HOST_DOWN_ERROR,
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message=(
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'The host "93.184.216.34" might be down, '
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"and can't be reached on port 12345."
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),
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level=ErrorLevel.ERROR,
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extra={
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"engine_name": "Microsoft SQL Server",
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"issue_codes": [
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{
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"code": 1009,
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"message": "Issue 1009 - The host might be down, and can't be reached on the provided port.",
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}
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],
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},
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)
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]
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msg = dedent(
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"""
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DB-Lib error message 20018, severity 14:
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General SQL Server error: Check messages from the SQL Server
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DB-Lib error message 20002, severity 9:
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Adaptive Server connection failed (mssqldb.cxiotftzsypc.us-west-2.rds.amazonaws.com)
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DB-Lib error message 20002, severity 9:
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Adaptive Server connection failed (mssqldb.cxiotftzsypc.us-west-2.rds.amazonaws.com)
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"""
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)
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result = MssqlEngineSpec.extract_errors(
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Exception(msg), context={"username": "testuser", "database": "testdb"}
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)
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assert result == [
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SupersetError(
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message='Either the username "testuser", password, or database name "testdb" is incorrect.',
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error_type=SupersetErrorType.CONNECTION_ACCESS_DENIED_ERROR,
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level=ErrorLevel.ERROR,
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extra={
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"engine_name": "Microsoft SQL Server",
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"issue_codes": [
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{
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"code": 1014,
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"message": "Issue 1014 - Either the username or "
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"the password is wrong.",
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},
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{
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"code": 1015,
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"message": "Issue 1015 - Either the database is "
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"spelled incorrectly or does not exist.",
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},
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],
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},
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)
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]
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