superset async_queries 源码

superset async_queries 代码

文件路径：/superset/tasks/async_queries.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.
from __future__ import annotations

import copy
import logging
from typing import Any, cast, Dict, Optional, TYPE_CHECKING

from celery.exceptions import SoftTimeLimitExceeded
from flask import current_app, g
from marshmallow import ValidationError

from superset.charts.schemas import ChartDataQueryContextSchema
from superset.exceptions import SupersetVizException
from superset.extensions import (
    async_query_manager,
    cache_manager,
    celery_app,
    security_manager,
)
from superset.utils.cache import generate_cache_key, set_and_log_cache
from superset.utils.core import override_user
from superset.views.utils import get_datasource_info, get_viz

if TYPE_CHECKING:
    from superset.common.query_context import QueryContext

logger = logging.getLogger(__name__)
query_timeout = current_app.config[
    "SQLLAB_ASYNC_TIME_LIMIT_SEC"
]  # TODO: new config key


def set_form_data(form_data: Dict[str, Any]) -> None:
    # pylint: disable=assigning-non-slot
    g.form_data = form_data


def _create_query_context_from_form(form_data: Dict[str, Any]) -> QueryContext:
    try:
        return ChartDataQueryContextSchema().load(form_data)
    except KeyError as ex:
        raise ValidationError("Request is incorrect") from ex
    except ValidationError as error:
        raise error


@celery_app.task(name="load_chart_data_into_cache", soft_time_limit=query_timeout)
def load_chart_data_into_cache(
    job_metadata: Dict[str, Any],
    form_data: Dict[str, Any],
) -> None:
    # pylint: disable=import-outside-toplevel
    from superset.charts.data.commands.get_data_command import ChartDataCommand

    user = (
        security_manager.get_user_by_id(job_metadata.get("user_id"))
        or security_manager.get_anonymous_user()
    )

    with override_user(user, force=False):
        try:
            set_form_data(form_data)
            query_context = _create_query_context_from_form(form_data)
            command = ChartDataCommand(query_context)
            result = command.run(cache=True)
            cache_key = result["cache_key"]
            result_url = f"/api/v1/chart/data/{cache_key}"
            async_query_manager.update_job(
                job_metadata,
                async_query_manager.STATUS_DONE,
                result_url=result_url,
            )
        except SoftTimeLimitExceeded as ex:
            logger.warning("A timeout occurred while loading chart data, error: %s", ex)
            raise ex
        except Exception as ex:
            # TODO: QueryContext should support SIP-40 style errors
            error = ex.message if hasattr(ex, "message") else str(ex)  # type: ignore # pylint: disable=no-member
            errors = [{"message": error}]
            async_query_manager.update_job(
                job_metadata, async_query_manager.STATUS_ERROR, errors=errors
            )
            raise ex


@celery_app.task(name="load_explore_json_into_cache", soft_time_limit=query_timeout)
def load_explore_json_into_cache(  # pylint: disable=too-many-locals
    job_metadata: Dict[str, Any],
    form_data: Dict[str, Any],
    response_type: Optional[str] = None,
    force: bool = False,
) -> None:
    cache_key_prefix = "ejr-"  # ejr: explore_json request

    user = (
        security_manager.get_user_by_id(job_metadata.get("user_id"))
        or security_manager.get_anonymous_user()
    )

    with override_user(user, force=False):
        try:
            set_form_data(form_data)
            datasource_id, datasource_type = get_datasource_info(None, None, form_data)

            # Perform a deep copy here so that below we can cache the original
            # value of the form_data object. This is necessary since the viz
            # objects modify the form_data object. If the modified version were
            # to be cached here, it will lead to a cache miss when clients
            # attempt to retrieve the value of the completed async query.
            original_form_data = copy.deepcopy(form_data)

            viz_obj = get_viz(
                datasource_type=cast(str, datasource_type),
                datasource_id=datasource_id,
                form_data=form_data,
                force=force,
            )
            # run query & cache results
            payload = viz_obj.get_payload()
            if viz_obj.has_error(payload):
                raise SupersetVizException(errors=payload["errors"])

            # Cache the original form_data value for async retrieval
            cache_value = {
                "form_data": original_form_data,
                "response_type": response_type,
            }
            cache_key = generate_cache_key(cache_value, cache_key_prefix)
            set_and_log_cache(cache_manager.cache, cache_key, cache_value)
            result_url = f"/superset/explore_json/data/{cache_key}"
            async_query_manager.update_job(
                job_metadata,
                async_query_manager.STATUS_DONE,
                result_url=result_url,
            )
        except SoftTimeLimitExceeded as ex:
            logger.warning(
                "A timeout occurred while loading explore json, error: %s", ex
            )
            raise ex
        except Exception as ex:
            if isinstance(ex, SupersetVizException):
                errors = ex.errors  # pylint: disable=no-member
            else:
                error = ex.message if hasattr(ex, "message") else str(ex)  # type: ignore # pylint: disable=no-member
                errors = [error]

            async_query_manager.update_job(
                job_metadata, async_query_manager.STATUS_ERROR, errors=errors
            )
            raise ex

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