superset athena 源码

superset athena 代码

文件路径：/superset/db_engine_specs/athena.py

# 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, Dict, Optional, Pattern, Tuple

from flask_babel import gettext as __

from superset.db_engine_specs.base import BaseEngineSpec
from superset.errors import SupersetErrorType
from superset.utils import core as utils

SYNTAX_ERROR_REGEX = re.compile(
    ": mismatched input '(?P<syntax_error>.*?)'. Expecting: "
)


class AthenaEngineSpec(BaseEngineSpec):
    engine = "awsathena"
    engine_name = "Amazon Athena"
    allows_escaped_colons = False

    _time_grain_expressions = {
        None: "{col}",
        "PT1S": "date_trunc('second', CAST({col} AS TIMESTAMP))",
        "PT1M": "date_trunc('minute', CAST({col} AS TIMESTAMP))",
        "PT1H": "date_trunc('hour', CAST({col} AS TIMESTAMP))",
        "P1D": "date_trunc('day', CAST({col} AS TIMESTAMP))",
        "P1W": "date_trunc('week', CAST({col} AS TIMESTAMP))",
        "P1M": "date_trunc('month', CAST({col} AS TIMESTAMP))",
        "P3M": "date_trunc('quarter', CAST({col} AS TIMESTAMP))",
        "P1Y": "date_trunc('year', CAST({col} AS TIMESTAMP))",
        "P1W/1970-01-03T00:00:00Z": "date_add('day', 5, date_trunc('week', \
                                    date_add('day', 1, CAST({col} AS TIMESTAMP))))",
        "1969-12-28T00:00:00Z/P1W": "date_add('day', -1, date_trunc('week', \
                                    date_add('day', 1, CAST({col} AS TIMESTAMP))))",
    }

    custom_errors: Dict[Pattern[str], Tuple[str, SupersetErrorType, Dict[str, Any]]] = {
        SYNTAX_ERROR_REGEX: (
            __(
                "Please check your query for syntax errors at or "
                'near "%(syntax_error)s". Then, try running your query again.'
            ),
            SupersetErrorType.SYNTAX_ERROR,
            {},
        ),
    }

    @classmethod
    def convert_dttm(
        cls, target_type: str, dttm: datetime, db_extra: Optional[Dict[str, Any]] = None
    ) -> Optional[str]:
        tt = target_type.upper()
        if tt == utils.TemporalType.DATE:
            return f"DATE '{dttm.date().isoformat()}'"
        if tt == utils.TemporalType.TIMESTAMP:
            datetime_formatted = dttm.isoformat(sep=" ", timespec="milliseconds")
            return f"""TIMESTAMP '{datetime_formatted}'"""
        return None

    @classmethod
    def epoch_to_dttm(cls) -> str:
        return "from_unixtime({col})"

    @staticmethod
    def _mutate_label(label: str) -> str:
        """
        Athena only supports lowercase column names and aliases.

        :param label: Expected expression label
        :return: Conditionally mutated label
        """
        return label.lower()

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