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superset2/superset/db_engine_specs/denodo.py

159 lines
6.2 KiB
Python

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