Files
superset2/superset/explore/commands/samples.py
2022-07-15 19:34:02 -04:00

94 lines
3.5 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 logging
from typing import Any, Dict, Optional
from flask_appbuilder.security.sqla.models import User
from superset import db, security_manager
from superset.commands.base import BaseCommand
from superset.common.chart_data import ChartDataResultType
from superset.common.query_context_factory import QueryContextFactory
from superset.common.utils.query_cache_manager import QueryCacheManager
from superset.constants import CacheRegion
from superset.dao.exceptions import DatasourceNotFound
from superset.datasource.dao import Datasource, DatasourceDAO
from superset.exceptions import SupersetSecurityException
from superset.explore.exceptions import (
DatasourceForbiddenError,
DatasourceSamplesFailedError,
)
from superset.utils.core import DatasourceType, QueryStatus
logger = logging.getLogger(__name__)
class SamplesDatasourceCommand(BaseCommand):
def __init__(
self,
user: User,
datasource_id: Optional[int],
datasource_type: Optional[str],
force: bool,
):
self._actor = user
self._datasource_id = datasource_id
self._datasource_type = datasource_type
self._force = force
self._model: Optional[Datasource] = None
def run(self) -> Dict[str, Any]:
self.validate()
if not self._model:
raise DatasourceNotFound()
qc_instance = QueryContextFactory().create(
datasource={
"type": self._model.type,
"id": self._model.id,
},
queries=[{}],
result_type=ChartDataResultType.SAMPLES,
force=self._force,
)
results = qc_instance.get_payload()
try:
sample_data = results["queries"][0]
error_msg = sample_data.get("error")
if sample_data.get("status") == QueryStatus.FAILED and error_msg:
cache_key = sample_data.get("cache_key")
QueryCacheManager.delete(cache_key, region=CacheRegion.DATA)
raise DatasourceSamplesFailedError(error_msg)
return sample_data
except (IndexError, KeyError) as exc:
raise DatasourceSamplesFailedError from exc
def validate(self) -> None:
# Validate/populate model exists
if self._datasource_type and self._datasource_id:
self._model = DatasourceDAO.get_datasource(
session=db.session,
datasource_type=DatasourceType(self._datasource_type),
datasource_id=self._datasource_id,
)
# Check ownership
try:
security_manager.raise_for_ownership(self._model)
except SupersetSecurityException as ex:
raise DatasourceForbiddenError() from ex