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feat(db_engine_specs): added support for Denodo Virtual DataPort (#29927)
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superset/db_engine_specs/denodo.py
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158
superset/db_engine_specs/denodo.py
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# 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 re
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from datetime import datetime
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from typing import Any, Optional
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from sqlalchemy.types import Date, DateTime
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from superset.db_engine_specs.base import BaseEngineSpec, BasicParametersMixin
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from superset.errors import SupersetErrorType
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# Internal class for defining error message patterns (for translation)
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class _ErrorPatterns: # pylint: disable=too-few-public-methods
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CONN_INVALID_USER_PWD_REGEX = re.compile("The username or password is incorrect")
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CONN_INVALID_PWD_NEEDED_REGEX = re.compile("no password supplied")
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CONN_INVALID_HOSTNAME_REGEX = re.compile(
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'could not translate host name "(?P<hostname>.*?)" to address: '
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)
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CONN_PORT_CLOSED_REGEX = re.compile(
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"Is the server running on that host and accepting"
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)
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CONN_UNKNOWN_DATABASE_REGEX = re.compile("Database '(?P<database>.*?)' not found")
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CONN_FORBIDDEN_DATABASE_REGEX = re.compile(
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"Insufficient privileges to connect to the database '(?P<database>.*?)'"
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)
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QUERY_SYNTAX_ERROR_REGEX = re.compile("Exception parsing query near '(?P<err>.*?)'")
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QUERY_COLUMN_NOT_EXIST_REGEX = re.compile(
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"Field not found '(?P<column>.*?)' in view '(?P<view>.*?)'"
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)
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QUERY_GROUPBY_ERROR_REGEX = re.compile(
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"Error computing capabilities of GROUP BY view"
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)
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QUERY_GROUPBY_CANT_PROJ_REGEX = re.compile(
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"Invalid GROUP BY expression. '(?P<exp>.*?)' cannot be projected"
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)
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class DenodoEngineSpec(BaseEngineSpec, BasicParametersMixin):
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engine = "denodo"
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engine_name = "Denodo"
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default_driver = "psycopg2"
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sqlalchemy_uri_placeholder = (
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"denodo://user:password@host:port/dbname[?key=value&key=value...]"
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)
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encryption_parameters = {"sslmode": "require"}
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_time_grain_expressions = {
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None: "{col}",
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"PT1M": "TRUNC({col},'MI')",
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"PT1H": "TRUNC({col},'HH')",
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"P1D": "TRUNC({col},'DDD')",
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"P1W": "TRUNC({col},'W')",
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"P1M": "TRUNC({col},'MONTH')",
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"P3M": "TRUNC({col},'Q')",
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"P1Y": "TRUNC({col},'YEAR')",
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}
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custom_errors: dict[
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re.Pattern[str], tuple[str, SupersetErrorType, dict[str, Any]]
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] = {
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_ErrorPatterns.CONN_INVALID_USER_PWD_REGEX: (
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"Incorrect username or password.",
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SupersetErrorType.CONNECTION_INVALID_USERNAME_ERROR,
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{"invalid": ["username", "password"]},
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),
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_ErrorPatterns.CONN_INVALID_PWD_NEEDED_REGEX: (
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"Please enter a password.",
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SupersetErrorType.CONNECTION_ACCESS_DENIED_ERROR,
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{"invalid": ["password"]},
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),
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_ErrorPatterns.CONN_INVALID_HOSTNAME_REGEX: (
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'Hostname "%(hostname)s" cannot be resolved.',
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SupersetErrorType.CONNECTION_INVALID_HOSTNAME_ERROR,
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{"invalid": ["host"]},
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),
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_ErrorPatterns.CONN_PORT_CLOSED_REGEX: (
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"Server refused the connection: check hostname and port.",
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SupersetErrorType.CONNECTION_PORT_CLOSED_ERROR,
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{"invalid": ["host", "port"]},
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),
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_ErrorPatterns.CONN_UNKNOWN_DATABASE_REGEX: (
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'Unable to connect to database "%(database)s"',
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SupersetErrorType.CONNECTION_UNKNOWN_DATABASE_ERROR,
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{"invalid": ["database"]},
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),
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_ErrorPatterns.CONN_FORBIDDEN_DATABASE_REGEX: (
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'Unable to connect to database "%(database)s": database does not '
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"exist or insufficient permissions",
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SupersetErrorType.CONNECTION_DATABASE_PERMISSIONS_ERROR,
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{"invalid": ["database"]},
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),
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_ErrorPatterns.QUERY_SYNTAX_ERROR_REGEX: (
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"Please check your query for syntax errors at or "
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'near "%(err)s". Then, try running your query again.',
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SupersetErrorType.SYNTAX_ERROR,
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{},
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),
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_ErrorPatterns.QUERY_COLUMN_NOT_EXIST_REGEX: (
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'Column "%(column)s" not found in "%(view)s".',
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SupersetErrorType.COLUMN_DOES_NOT_EXIST_ERROR,
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{},
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),
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_ErrorPatterns.QUERY_GROUPBY_ERROR_REGEX: (
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"Invalid aggregation expression.",
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SupersetErrorType.SYNTAX_ERROR,
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{},
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),
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_ErrorPatterns.QUERY_GROUPBY_CANT_PROJ_REGEX: (
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'"%(exp)s" is neither an aggregation function nor '
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"appears in the GROUP BY clause.",
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SupersetErrorType.SYNTAX_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 "GETTIMEFROMMILLIS({col})"
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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, Date):
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return f"TO_DATE('yyyy-MM-dd', '{dttm.date().isoformat()}')"
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if isinstance(sqla_type, DateTime):
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dttm_formatted = dttm.isoformat(sep=" ", timespec="milliseconds")
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return f"TO_TIMESTAMP('yyyy-MM-dd HH:mm:ss.SSS', '{dttm_formatted}')"
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return None
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@classmethod
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def get_datatype(cls, type_code: Any) -> Optional[str]:
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# pylint: disable=import-outside-toplevel
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from psycopg2.extensions import binary_types, string_types
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# Obtain data type names from psycopg2
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types = binary_types.copy()
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types.update(string_types)
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if type_code in types:
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return types[type_code].name
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return None
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