superset/commands/chart/warm_up_cache.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 typing import Any, Optional, Union
from flask import g
from superset.commands.base import BaseCommand
from superset.commands.chart.data.get_data_command import ChartDataCommand
from superset.commands.chart.exceptions import (
ChartInvalidError,
WarmUpCacheChartNotFoundError,
)
from superset.extensions import db
from superset.models.slice import Slice
from superset.utils import json
from superset.utils.core import error_msg_from_exception
from superset.views.utils import get_dashboard_extra_filters, get_form_data, get_viz
from superset.viz import viz_types
class ChartWarmUpCacheCommand(BaseCommand):
def __init__(
self,
chart_or_id: Union[int, Slice],
dashboard_id: Optional[int],
extra_filters: Optional[str],
):
self._chart_or_id = chart_or_id
self._dashboard_id = dashboard_id
self._extra_filters = extra_filters
def run(self) -> dict[str, Any]:
self.validate()
chart: Slice = self._chart_or_id # type: ignore
try:
form_data = get_form_data(chart.id, use_slice_data=True)[0]
if form_data.get("viz_type") in viz_types:
# Legacy visualizations.
if not chart.datasource:
raise ChartInvalidError("Chart's datasource does not exist")
if self._dashboard_id:
form_data["extra_filters"] = (
json.loads(self._extra_filters)
if self._extra_filters
else get_dashboard_extra_filters(chart.id, self._dashboard_id)
)
g.form_data = form_data
payload = get_viz(
datasource_type=chart.datasource.type,
datasource_id=chart.datasource.id,
form_data=form_data,
force=True,
).get_payload()
delattr(g, "form_data")
error = payload["errors"] or None
status = payload["status"]
else:
# Non-legacy visualizations.
query_context = chart.get_query_context()
if not query_context:
raise ChartInvalidError("Chart's query context does not exist")
query_context.force = True
command = ChartDataCommand(query_context)
command.validate()
payload = command.run()
# Report the first error.
for query in payload["queries"]:
error = query["error"]
status = query["status"]
if error is not None:
break
except Exception as ex: # pylint: disable=broad-except
error = error_msg_from_exception(ex)
status = None
return {"chart_id": chart.id, "viz_error": error, "viz_status": status}
def validate(self) -> None:
if isinstance(self._chart_or_id, Slice):
return
chart = db.session.query(Slice).filter_by(id=self._chart_or_id).scalar()
if not chart:
raise WarmUpCacheChartNotFoundError()
self._chart_or_id = chart