mirror of https://github.com/apache/superset.git
1742 lines
66 KiB
Python
1742 lines
66 KiB
Python
# Licensed to the Apache Software Foundation (ASF) under one
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# or more contributor license agreements. See the NOTICE file
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# distributed with this work for additional information
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# regarding copyright ownership. The ASF licenses this file
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# to you under the Apache License, Version 2.0 (the
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# "License"); you may not use this file except in compliance
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# with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing,
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# software distributed under the License is distributed on an
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# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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# KIND, either express or implied. See the License for the
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# specific language governing permissions and limitations
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# under the License.
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# isort:skip_file
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"""Unit tests for Superset"""
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import json
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from datetime import datetime, timedelta
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from io import BytesIO
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from unittest import mock
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from zipfile import is_zipfile, ZipFile
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from superset.models.sql_lab import Query
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from tests.insert_chart_mixin import InsertChartMixin
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from tests.fixtures.birth_names_dashboard import load_birth_names_dashboard_with_slices
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import humanize
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import prison
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import pytest
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import yaml
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from sqlalchemy import and_, or_
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from sqlalchemy.sql import func
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from tests.fixtures.world_bank_dashboard import load_world_bank_dashboard_with_slices
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from tests.test_app import app
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from superset.charts.commands.data import ChartDataCommand
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from superset.connectors.sqla.models import SqlaTable
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from superset.extensions import async_query_manager, cache_manager, db
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from superset.models.annotations import AnnotationLayer
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from superset.models.core import Database, FavStar, FavStarClassName
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from superset.models.dashboard import Dashboard
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from superset.models.reports import ReportSchedule, ReportScheduleType
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from superset.models.slice import Slice
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from superset.utils import core as utils
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from superset.utils.core import AnnotationType, get_example_database, get_main_database
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from tests.base_api_tests import ApiOwnersTestCaseMixin
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from tests.base_tests import SupersetTestCase, post_assert_metric, test_client
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from tests.fixtures.importexport import (
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chart_config,
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chart_metadata_config,
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database_config,
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dataset_config,
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dataset_metadata_config,
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)
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from tests.fixtures.energy_dashboard import load_energy_table_with_slice
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from tests.fixtures.query_context import get_query_context, ANNOTATION_LAYERS
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from tests.fixtures.unicode_dashboard import load_unicode_dashboard_with_slice
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from tests.annotation_layers.fixtures import create_annotation_layers
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from tests.utils.get_dashboards import get_dashboards_ids
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CHART_DATA_URI = "api/v1/chart/data"
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CHARTS_FIXTURE_COUNT = 10
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class TestChartApi(SupersetTestCase, ApiOwnersTestCaseMixin, InsertChartMixin):
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resource_name = "chart"
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@pytest.fixture(autouse=True)
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def clear_data_cache(self):
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with app.app_context():
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cache_manager.data_cache.clear()
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yield
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@pytest.fixture()
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def create_charts(self):
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with self.create_app().app_context():
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charts = []
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admin = self.get_user("admin")
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for cx in range(CHARTS_FIXTURE_COUNT - 1):
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charts.append(self.insert_chart(f"name{cx}", [admin.id], 1))
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fav_charts = []
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for cx in range(round(CHARTS_FIXTURE_COUNT / 2)):
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fav_star = FavStar(
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user_id=admin.id, class_name="slice", obj_id=charts[cx].id
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)
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db.session.add(fav_star)
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db.session.commit()
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fav_charts.append(fav_star)
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yield charts
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# rollback changes
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for chart in charts:
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db.session.delete(chart)
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for fav_chart in fav_charts:
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db.session.delete(fav_chart)
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db.session.commit()
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@pytest.fixture()
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def create_chart_with_report(self):
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with self.create_app().app_context():
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admin = self.get_user("admin")
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chart = self.insert_chart(f"chart_report", [admin.id], 1)
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report_schedule = ReportSchedule(
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type=ReportScheduleType.REPORT,
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name="report_with_chart",
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crontab="* * * * *",
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chart=chart,
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)
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db.session.commit()
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yield chart
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# rollback changes
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db.session.delete(report_schedule)
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db.session.delete(chart)
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db.session.commit()
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@pytest.fixture()
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def add_dashboard_to_chart(self):
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with self.create_app().app_context():
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admin = self.get_user("admin")
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self.chart = self.insert_chart("My chart", [admin.id], 1)
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self.original_dashboard = Dashboard()
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self.original_dashboard.dashboard_title = "Original Dashboard"
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self.original_dashboard.slug = "slug"
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self.original_dashboard.owners = [admin]
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self.original_dashboard.slices = [self.chart]
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self.original_dashboard.published = False
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db.session.add(self.original_dashboard)
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self.new_dashboard = Dashboard()
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self.new_dashboard.dashboard_title = "New Dashboard"
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self.new_dashboard.slug = "new_slug"
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self.new_dashboard.owners = [admin]
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self.new_dashboard.slices = []
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self.new_dashboard.published = False
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db.session.add(self.new_dashboard)
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db.session.commit()
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yield self.chart
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db.session.delete(self.original_dashboard)
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db.session.delete(self.new_dashboard)
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db.session.delete(self.chart)
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db.session.commit()
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def test_info_security_chart(self):
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"""
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Chart API: Test info security
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"""
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self.login(username="admin")
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params = {"keys": ["permissions"]}
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uri = f"api/v1/chart/_info?q={prison.dumps(params)}"
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rv = self.get_assert_metric(uri, "info")
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data = json.loads(rv.data.decode("utf-8"))
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assert rv.status_code == 200
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assert "can_read" in data["permissions"]
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assert "can_write" in data["permissions"]
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assert len(data["permissions"]) == 2
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def create_chart_import(self):
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buf = BytesIO()
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with ZipFile(buf, "w") as bundle:
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with bundle.open("chart_export/metadata.yaml", "w") as fp:
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fp.write(yaml.safe_dump(chart_metadata_config).encode())
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with bundle.open(
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"chart_export/databases/imported_database.yaml", "w"
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) as fp:
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fp.write(yaml.safe_dump(database_config).encode())
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with bundle.open("chart_export/datasets/imported_dataset.yaml", "w") as fp:
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fp.write(yaml.safe_dump(dataset_config).encode())
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with bundle.open("chart_export/charts/imported_chart.yaml", "w") as fp:
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fp.write(yaml.safe_dump(chart_config).encode())
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buf.seek(0)
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return buf
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def test_delete_chart(self):
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"""
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Chart API: Test delete
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"""
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admin_id = self.get_user("admin").id
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chart_id = self.insert_chart("name", [admin_id], 1).id
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self.login(username="admin")
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uri = f"api/v1/chart/{chart_id}"
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rv = self.delete_assert_metric(uri, "delete")
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self.assertEqual(rv.status_code, 200)
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model = db.session.query(Slice).get(chart_id)
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self.assertEqual(model, None)
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def test_delete_bulk_charts(self):
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"""
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Chart API: Test delete bulk
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"""
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admin = self.get_user("admin")
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chart_count = 4
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chart_ids = list()
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for chart_name_index in range(chart_count):
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chart_ids.append(
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self.insert_chart(f"title{chart_name_index}", [admin.id], 1, admin).id
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)
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self.login(username="admin")
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argument = chart_ids
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uri = f"api/v1/chart/?q={prison.dumps(argument)}"
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rv = self.delete_assert_metric(uri, "bulk_delete")
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self.assertEqual(rv.status_code, 200)
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response = json.loads(rv.data.decode("utf-8"))
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expected_response = {"message": f"Deleted {chart_count} charts"}
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self.assertEqual(response, expected_response)
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for chart_id in chart_ids:
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model = db.session.query(Slice).get(chart_id)
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self.assertEqual(model, None)
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def test_delete_bulk_chart_bad_request(self):
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"""
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Chart API: Test delete bulk bad request
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"""
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chart_ids = [1, "a"]
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self.login(username="admin")
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argument = chart_ids
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uri = f"api/v1/chart/?q={prison.dumps(argument)}"
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rv = self.delete_assert_metric(uri, "bulk_delete")
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self.assertEqual(rv.status_code, 400)
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def test_delete_not_found_chart(self):
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"""
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Chart API: Test not found delete
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"""
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self.login(username="admin")
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chart_id = 1000
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uri = f"api/v1/chart/{chart_id}"
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rv = self.delete_assert_metric(uri, "delete")
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self.assertEqual(rv.status_code, 404)
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@pytest.mark.usefixtures("create_chart_with_report")
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def test_delete_chart_with_report(self):
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"""
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Chart API: Test delete with associated report
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"""
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self.login(username="admin")
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chart = (
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db.session.query(Slice)
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.filter(Slice.slice_name == "chart_report")
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.one_or_none()
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)
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uri = f"api/v1/chart/{chart.id}"
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rv = self.client.delete(uri)
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response = json.loads(rv.data.decode("utf-8"))
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self.assertEqual(rv.status_code, 422)
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expected_response = {
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"message": "There are associated alerts or reports: report_with_chart"
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}
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self.assertEqual(response, expected_response)
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def test_delete_bulk_charts_not_found(self):
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"""
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Chart API: Test delete bulk not found
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"""
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max_id = db.session.query(func.max(Slice.id)).scalar()
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chart_ids = [max_id + 1, max_id + 2]
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self.login(username="admin")
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uri = f"api/v1/chart/?q={prison.dumps(chart_ids)}"
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rv = self.delete_assert_metric(uri, "bulk_delete")
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self.assertEqual(rv.status_code, 404)
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@pytest.mark.usefixtures("create_chart_with_report", "create_charts")
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def test_bulk_delete_chart_with_report(self):
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"""
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Chart API: Test bulk delete with associated report
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"""
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self.login(username="admin")
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chart_with_report = (
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db.session.query(Slice.id)
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.filter(Slice.slice_name == "chart_report")
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.one_or_none()
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)
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charts = db.session.query(Slice.id).filter(Slice.slice_name.like("name%")).all()
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chart_ids = [chart.id for chart in charts]
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chart_ids.append(chart_with_report.id)
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uri = f"api/v1/chart/?q={prison.dumps(chart_ids)}"
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rv = self.client.delete(uri)
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response = json.loads(rv.data.decode("utf-8"))
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self.assertEqual(rv.status_code, 422)
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expected_response = {
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"message": "There are associated alerts or reports: report_with_chart"
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}
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self.assertEqual(response, expected_response)
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def test_delete_chart_admin_not_owned(self):
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"""
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Chart API: Test admin delete not owned
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"""
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gamma_id = self.get_user("gamma").id
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chart_id = self.insert_chart("title", [gamma_id], 1).id
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self.login(username="admin")
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uri = f"api/v1/chart/{chart_id}"
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rv = self.delete_assert_metric(uri, "delete")
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self.assertEqual(rv.status_code, 200)
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model = db.session.query(Slice).get(chart_id)
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self.assertEqual(model, None)
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def test_delete_bulk_chart_admin_not_owned(self):
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"""
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Chart API: Test admin delete bulk not owned
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"""
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gamma_id = self.get_user("gamma").id
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chart_count = 4
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chart_ids = list()
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for chart_name_index in range(chart_count):
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chart_ids.append(
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self.insert_chart(f"title{chart_name_index}", [gamma_id], 1).id
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)
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self.login(username="admin")
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argument = chart_ids
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uri = f"api/v1/chart/?q={prison.dumps(argument)}"
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rv = self.delete_assert_metric(uri, "bulk_delete")
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response = json.loads(rv.data.decode("utf-8"))
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self.assertEqual(rv.status_code, 200)
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expected_response = {"message": f"Deleted {chart_count} charts"}
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self.assertEqual(response, expected_response)
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for chart_id in chart_ids:
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model = db.session.query(Slice).get(chart_id)
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self.assertEqual(model, None)
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def test_delete_chart_not_owned(self):
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"""
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Chart API: Test delete try not owned
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"""
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user_alpha1 = self.create_user(
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"alpha1", "password", "Alpha", email="alpha1@superset.org"
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)
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user_alpha2 = self.create_user(
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"alpha2", "password", "Alpha", email="alpha2@superset.org"
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)
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chart = self.insert_chart("title", [user_alpha1.id], 1)
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self.login(username="alpha2", password="password")
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uri = f"api/v1/chart/{chart.id}"
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rv = self.delete_assert_metric(uri, "delete")
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self.assertEqual(rv.status_code, 403)
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db.session.delete(chart)
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db.session.delete(user_alpha1)
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db.session.delete(user_alpha2)
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db.session.commit()
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def test_delete_bulk_chart_not_owned(self):
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"""
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Chart API: Test delete bulk try not owned
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"""
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user_alpha1 = self.create_user(
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"alpha1", "password", "Alpha", email="alpha1@superset.org"
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)
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user_alpha2 = self.create_user(
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"alpha2", "password", "Alpha", email="alpha2@superset.org"
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)
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chart_count = 4
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charts = list()
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for chart_name_index in range(chart_count):
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charts.append(
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self.insert_chart(f"title{chart_name_index}", [user_alpha1.id], 1)
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)
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owned_chart = self.insert_chart("title_owned", [user_alpha2.id], 1)
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self.login(username="alpha2", password="password")
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# verify we can't delete not owned charts
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arguments = [chart.id for chart in charts]
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uri = f"api/v1/chart/?q={prison.dumps(arguments)}"
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rv = self.delete_assert_metric(uri, "bulk_delete")
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self.assertEqual(rv.status_code, 403)
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response = json.loads(rv.data.decode("utf-8"))
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expected_response = {"message": "Forbidden"}
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self.assertEqual(response, expected_response)
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# # nothing is deleted in bulk with a list of owned and not owned charts
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arguments = [chart.id for chart in charts] + [owned_chart.id]
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uri = f"api/v1/chart/?q={prison.dumps(arguments)}"
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rv = self.delete_assert_metric(uri, "bulk_delete")
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self.assertEqual(rv.status_code, 403)
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response = json.loads(rv.data.decode("utf-8"))
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expected_response = {"message": "Forbidden"}
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self.assertEqual(response, expected_response)
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for chart in charts:
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db.session.delete(chart)
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db.session.delete(owned_chart)
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db.session.delete(user_alpha1)
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db.session.delete(user_alpha2)
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db.session.commit()
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@pytest.mark.usefixtures(
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"load_world_bank_dashboard_with_slices",
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"load_birth_names_dashboard_with_slices",
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)
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def test_create_chart(self):
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"""
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Chart API: Test create chart
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|
"""
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dashboards_ids = get_dashboards_ids(db, ["world_health", "births"])
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admin_id = self.get_user("admin").id
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chart_data = {
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"slice_name": "name1",
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"description": "description1",
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"owners": [admin_id],
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"viz_type": "viz_type1",
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"params": "1234",
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"cache_timeout": 1000,
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"datasource_id": 1,
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"datasource_type": "table",
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"dashboards": dashboards_ids,
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}
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self.login(username="admin")
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uri = f"api/v1/chart/"
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rv = self.post_assert_metric(uri, chart_data, "post")
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self.assertEqual(rv.status_code, 201)
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data = json.loads(rv.data.decode("utf-8"))
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model = db.session.query(Slice).get(data.get("id"))
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db.session.delete(model)
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db.session.commit()
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def test_create_simple_chart(self):
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"""
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Chart API: Test create simple chart
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|
"""
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chart_data = {
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"slice_name": "title1",
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"datasource_id": 1,
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"datasource_type": "table",
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}
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self.login(username="admin")
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uri = f"api/v1/chart/"
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rv = self.post_assert_metric(uri, chart_data, "post")
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self.assertEqual(rv.status_code, 201)
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data = json.loads(rv.data.decode("utf-8"))
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model = db.session.query(Slice).get(data.get("id"))
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db.session.delete(model)
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db.session.commit()
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def test_create_chart_validate_owners(self):
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"""
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Chart API: Test create validate owners
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"""
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chart_data = {
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"slice_name": "title1",
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"datasource_id": 1,
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"datasource_type": "table",
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"owners": [1000],
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}
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self.login(username="admin")
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uri = f"api/v1/chart/"
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rv = self.post_assert_metric(uri, chart_data, "post")
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self.assertEqual(rv.status_code, 422)
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response = json.loads(rv.data.decode("utf-8"))
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expected_response = {"message": {"owners": ["Owners are invalid"]}}
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self.assertEqual(response, expected_response)
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def test_create_chart_validate_params(self):
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"""
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|
Chart API: Test create validate params json
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"""
|
|
chart_data = {
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"slice_name": "title1",
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"datasource_id": 1,
|
|
"datasource_type": "table",
|
|
"params": '{"A:"a"}',
|
|
}
|
|
self.login(username="admin")
|
|
uri = f"api/v1/chart/"
|
|
rv = self.post_assert_metric(uri, chart_data, "post")
|
|
self.assertEqual(rv.status_code, 400)
|
|
|
|
def test_create_chart_validate_datasource(self):
|
|
"""
|
|
Chart API: Test create validate datasource
|
|
"""
|
|
self.login(username="admin")
|
|
chart_data = {
|
|
"slice_name": "title1",
|
|
"datasource_id": 1,
|
|
"datasource_type": "unknown",
|
|
}
|
|
rv = self.post_assert_metric("/api/v1/chart/", chart_data, "post")
|
|
self.assertEqual(rv.status_code, 400)
|
|
response = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(
|
|
response,
|
|
{"message": {"datasource_type": ["Must be one of: druid, table, view."]}},
|
|
)
|
|
chart_data = {
|
|
"slice_name": "title1",
|
|
"datasource_id": 0,
|
|
"datasource_type": "table",
|
|
}
|
|
rv = self.post_assert_metric("/api/v1/chart/", chart_data, "post")
|
|
self.assertEqual(rv.status_code, 422)
|
|
response = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(
|
|
response, {"message": {"datasource_id": ["Dataset does not exist"]}}
|
|
)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_update_chart(self):
|
|
"""
|
|
Chart API: Test update
|
|
"""
|
|
admin = self.get_user("admin")
|
|
gamma = self.get_user("gamma")
|
|
birth_names_table_id = SupersetTestCase.get_table_by_name("birth_names").id
|
|
chart_id = self.insert_chart(
|
|
"title", [admin.id], birth_names_table_id, admin
|
|
).id
|
|
dash_id = db.session.query(Dashboard.id).filter_by(slug="births").first()[0]
|
|
chart_data = {
|
|
"slice_name": "title1_changed",
|
|
"description": "description1",
|
|
"owners": [gamma.id],
|
|
"viz_type": "viz_type1",
|
|
"params": """{"a": 1}""",
|
|
"cache_timeout": 1000,
|
|
"datasource_id": birth_names_table_id,
|
|
"datasource_type": "table",
|
|
"dashboards": [dash_id],
|
|
}
|
|
self.login(username="admin")
|
|
uri = f"api/v1/chart/{chart_id}"
|
|
rv = self.put_assert_metric(uri, chart_data, "put")
|
|
self.assertEqual(rv.status_code, 200)
|
|
model = db.session.query(Slice).get(chart_id)
|
|
related_dashboard = db.session.query(Dashboard).filter_by(slug="births").first()
|
|
self.assertEqual(model.created_by, admin)
|
|
self.assertEqual(model.slice_name, "title1_changed")
|
|
self.assertEqual(model.description, "description1")
|
|
self.assertIn(admin, model.owners)
|
|
self.assertIn(gamma, model.owners)
|
|
self.assertEqual(model.viz_type, "viz_type1")
|
|
self.assertEqual(model.params, """{"a": 1}""")
|
|
self.assertEqual(model.cache_timeout, 1000)
|
|
self.assertEqual(model.datasource_id, birth_names_table_id)
|
|
self.assertEqual(model.datasource_type, "table")
|
|
self.assertEqual(model.datasource_name, "birth_names")
|
|
self.assertIn(model.id, [slice.id for slice in related_dashboard.slices])
|
|
db.session.delete(model)
|
|
db.session.commit()
|
|
|
|
def test_update_chart_new_owner(self):
|
|
"""
|
|
Chart API: Test update set new owner to current user
|
|
"""
|
|
gamma = self.get_user("gamma")
|
|
admin = self.get_user("admin")
|
|
chart_id = self.insert_chart("title", [gamma.id], 1).id
|
|
chart_data = {"slice_name": "title1_changed"}
|
|
self.login(username="admin")
|
|
uri = f"api/v1/chart/{chart_id}"
|
|
rv = self.put_assert_metric(uri, chart_data, "put")
|
|
self.assertEqual(rv.status_code, 200)
|
|
model = db.session.query(Slice).get(chart_id)
|
|
self.assertIn(admin, model.owners)
|
|
db.session.delete(model)
|
|
db.session.commit()
|
|
|
|
@pytest.mark.usefixtures("add_dashboard_to_chart")
|
|
def test_update_chart_new_dashboards(self):
|
|
"""
|
|
Chart API: Test update set new owner to current user
|
|
"""
|
|
chart_data = {
|
|
"slice_name": "title1_changed",
|
|
"dashboards": [self.new_dashboard.id],
|
|
}
|
|
self.login(username="admin")
|
|
uri = f"api/v1/chart/{self.chart.id}"
|
|
rv = self.put_assert_metric(uri, chart_data, "put")
|
|
self.assertEqual(rv.status_code, 200)
|
|
self.assertIn(self.new_dashboard, self.chart.dashboards)
|
|
self.assertNotIn(self.original_dashboard, self.chart.dashboards)
|
|
|
|
@pytest.mark.usefixtures("add_dashboard_to_chart")
|
|
def test_not_update_chart_none_dashboards(self):
|
|
"""
|
|
Chart API: Test update set new owner to current user
|
|
"""
|
|
chart_data = {"slice_name": "title1_changed_again"}
|
|
self.login(username="admin")
|
|
uri = f"api/v1/chart/{self.chart.id}"
|
|
rv = self.put_assert_metric(uri, chart_data, "put")
|
|
self.assertEqual(rv.status_code, 200)
|
|
self.assertIn(self.original_dashboard, self.chart.dashboards)
|
|
self.assertEqual(len(self.chart.dashboards), 1)
|
|
|
|
def test_update_chart_not_owned(self):
|
|
"""
|
|
Chart API: Test update not owned
|
|
"""
|
|
user_alpha1 = self.create_user(
|
|
"alpha1", "password", "Alpha", email="alpha1@superset.org"
|
|
)
|
|
user_alpha2 = self.create_user(
|
|
"alpha2", "password", "Alpha", email="alpha2@superset.org"
|
|
)
|
|
chart = self.insert_chart("title", [user_alpha1.id], 1)
|
|
|
|
self.login(username="alpha2", password="password")
|
|
chart_data = {"slice_name": "title1_changed"}
|
|
uri = f"api/v1/chart/{chart.id}"
|
|
rv = self.put_assert_metric(uri, chart_data, "put")
|
|
self.assertEqual(rv.status_code, 403)
|
|
db.session.delete(chart)
|
|
db.session.delete(user_alpha1)
|
|
db.session.delete(user_alpha2)
|
|
db.session.commit()
|
|
|
|
def test_update_chart_validate_datasource(self):
|
|
"""
|
|
Chart API: Test update validate datasource
|
|
"""
|
|
admin = self.get_user("admin")
|
|
chart = self.insert_chart("title", owners=[admin.id], datasource_id=1)
|
|
self.login(username="admin")
|
|
|
|
chart_data = {"datasource_id": 1, "datasource_type": "unknown"}
|
|
rv = self.put_assert_metric(f"/api/v1/chart/{chart.id}", chart_data, "put")
|
|
self.assertEqual(rv.status_code, 400)
|
|
response = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(
|
|
response,
|
|
{"message": {"datasource_type": ["Must be one of: druid, table, view."]}},
|
|
)
|
|
|
|
chart_data = {"datasource_id": 0, "datasource_type": "table"}
|
|
rv = self.put_assert_metric(f"/api/v1/chart/{chart.id}", chart_data, "put")
|
|
self.assertEqual(rv.status_code, 422)
|
|
response = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(
|
|
response, {"message": {"datasource_id": ["Dataset does not exist"]}}
|
|
)
|
|
|
|
db.session.delete(chart)
|
|
db.session.commit()
|
|
|
|
def test_update_chart_validate_owners(self):
|
|
"""
|
|
Chart API: Test update validate owners
|
|
"""
|
|
chart_data = {
|
|
"slice_name": "title1",
|
|
"datasource_id": 1,
|
|
"datasource_type": "table",
|
|
"owners": [1000],
|
|
}
|
|
self.login(username="admin")
|
|
uri = f"api/v1/chart/"
|
|
rv = self.client.post(uri, json=chart_data)
|
|
self.assertEqual(rv.status_code, 422)
|
|
response = json.loads(rv.data.decode("utf-8"))
|
|
expected_response = {"message": {"owners": ["Owners are invalid"]}}
|
|
self.assertEqual(response, expected_response)
|
|
|
|
@pytest.mark.usefixtures("load_world_bank_dashboard_with_slices")
|
|
def test_get_chart(self):
|
|
"""
|
|
Chart API: Test get chart
|
|
"""
|
|
admin = self.get_user("admin")
|
|
chart = self.insert_chart("title", [admin.id], 1)
|
|
self.login(username="admin")
|
|
uri = f"api/v1/chart/{chart.id}"
|
|
rv = self.get_assert_metric(uri, "get")
|
|
self.assertEqual(rv.status_code, 200)
|
|
expected_result = {
|
|
"cache_timeout": None,
|
|
"dashboards": [],
|
|
"description": None,
|
|
"owners": [
|
|
{
|
|
"id": 1,
|
|
"username": "admin",
|
|
"first_name": "admin",
|
|
"last_name": "user",
|
|
}
|
|
],
|
|
"params": None,
|
|
"slice_name": "title",
|
|
"viz_type": None,
|
|
}
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(data["result"], expected_result)
|
|
db.session.delete(chart)
|
|
db.session.commit()
|
|
|
|
def test_get_chart_not_found(self):
|
|
"""
|
|
Chart API: Test get chart not found
|
|
"""
|
|
chart_id = 1000
|
|
self.login(username="admin")
|
|
uri = f"api/v1/chart/{chart_id}"
|
|
rv = self.get_assert_metric(uri, "get")
|
|
self.assertEqual(rv.status_code, 404)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_get_chart_no_data_access(self):
|
|
"""
|
|
Chart API: Test get chart without data access
|
|
"""
|
|
self.login(username="gamma")
|
|
chart_no_access = (
|
|
db.session.query(Slice)
|
|
.filter_by(slice_name="Girl Name Cloud")
|
|
.one_or_none()
|
|
)
|
|
uri = f"api/v1/chart/{chart_no_access.id}"
|
|
rv = self.client.get(uri)
|
|
self.assertEqual(rv.status_code, 404)
|
|
|
|
@pytest.mark.usefixtures(
|
|
"load_energy_table_with_slice",
|
|
"load_birth_names_dashboard_with_slices",
|
|
"load_unicode_dashboard_with_slice",
|
|
"load_world_bank_dashboard_with_slices",
|
|
)
|
|
def test_get_charts(self):
|
|
"""
|
|
Chart API: Test get charts
|
|
"""
|
|
self.login(username="admin")
|
|
uri = f"api/v1/chart/"
|
|
rv = self.get_assert_metric(uri, "get_list")
|
|
self.assertEqual(rv.status_code, 200)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(data["count"], 33)
|
|
|
|
def test_get_charts_changed_on(self):
|
|
"""
|
|
Dashboard API: Test get charts changed on
|
|
"""
|
|
admin = self.get_user("admin")
|
|
start_changed_on = datetime.now()
|
|
chart = self.insert_chart("foo_a", [admin.id], 1, description="ZY_bar")
|
|
|
|
self.login(username="admin")
|
|
|
|
arguments = {
|
|
"order_column": "changed_on_delta_humanized",
|
|
"order_direction": "desc",
|
|
}
|
|
uri = f"api/v1/chart/?q={prison.dumps(arguments)}"
|
|
|
|
rv = self.get_assert_metric(uri, "get_list")
|
|
self.assertEqual(rv.status_code, 200)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(
|
|
data["result"][0]["changed_on_delta_humanized"],
|
|
humanize.naturaltime(datetime.now() - start_changed_on),
|
|
)
|
|
|
|
# rollback changes
|
|
db.session.delete(chart)
|
|
db.session.commit()
|
|
|
|
@pytest.mark.usefixtures(
|
|
"load_world_bank_dashboard_with_slices",
|
|
"load_birth_names_dashboard_with_slices",
|
|
)
|
|
def test_get_charts_filter(self):
|
|
"""
|
|
Chart API: Test get charts filter
|
|
"""
|
|
self.login(username="admin")
|
|
arguments = {"filters": [{"col": "slice_name", "opr": "sw", "value": "G"}]}
|
|
uri = f"api/v1/chart/?q={prison.dumps(arguments)}"
|
|
rv = self.get_assert_metric(uri, "get_list")
|
|
self.assertEqual(rv.status_code, 200)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(data["count"], 5)
|
|
|
|
@pytest.fixture()
|
|
def load_energy_charts(self):
|
|
with app.app_context():
|
|
admin = self.get_user("admin")
|
|
energy_table = (
|
|
db.session.query(SqlaTable)
|
|
.filter_by(table_name="energy_usage")
|
|
.one_or_none()
|
|
)
|
|
energy_table_id = 1
|
|
if energy_table:
|
|
energy_table_id = energy_table.id
|
|
chart1 = self.insert_chart(
|
|
"foo_a", [admin.id], energy_table_id, description="ZY_bar"
|
|
)
|
|
chart2 = self.insert_chart(
|
|
"zy_foo", [admin.id], energy_table_id, description="desc1"
|
|
)
|
|
chart3 = self.insert_chart(
|
|
"foo_b", [admin.id], energy_table_id, description="desc1zy_"
|
|
)
|
|
chart4 = self.insert_chart(
|
|
"foo_c", [admin.id], energy_table_id, viz_type="viz_zy_"
|
|
)
|
|
chart5 = self.insert_chart(
|
|
"bar", [admin.id], energy_table_id, description="foo"
|
|
)
|
|
|
|
yield
|
|
# rollback changes
|
|
db.session.delete(chart1)
|
|
db.session.delete(chart2)
|
|
db.session.delete(chart3)
|
|
db.session.delete(chart4)
|
|
db.session.delete(chart5)
|
|
db.session.commit()
|
|
|
|
@pytest.mark.usefixtures("load_energy_charts")
|
|
def test_get_charts_custom_filter(self):
|
|
"""
|
|
Chart API: Test get charts custom filter
|
|
"""
|
|
|
|
arguments = {
|
|
"filters": [{"col": "slice_name", "opr": "chart_all_text", "value": "zy_"}],
|
|
"order_column": "slice_name",
|
|
"order_direction": "asc",
|
|
"keys": ["none"],
|
|
"columns": ["slice_name", "description", "viz_type"],
|
|
}
|
|
self.login(username="admin")
|
|
uri = f"api/v1/chart/?q={prison.dumps(arguments)}"
|
|
rv = self.get_assert_metric(uri, "get_list")
|
|
self.assertEqual(rv.status_code, 200)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(data["count"], 4)
|
|
|
|
expected_response = [
|
|
{"description": "ZY_bar", "slice_name": "foo_a", "viz_type": None},
|
|
{"description": "desc1zy_", "slice_name": "foo_b", "viz_type": None},
|
|
{"description": None, "slice_name": "foo_c", "viz_type": "viz_zy_"},
|
|
{"description": "desc1", "slice_name": "zy_foo", "viz_type": None},
|
|
]
|
|
for index, item in enumerate(data["result"]):
|
|
self.assertEqual(
|
|
item["description"], expected_response[index]["description"]
|
|
)
|
|
self.assertEqual(item["slice_name"], expected_response[index]["slice_name"])
|
|
self.assertEqual(item["viz_type"], expected_response[index]["viz_type"])
|
|
|
|
@pytest.mark.usefixtures("load_energy_table_with_slice", "load_energy_charts")
|
|
def test_admin_gets_filtered_energy_slices(self):
|
|
# test filtering on datasource_name
|
|
arguments = {
|
|
"filters": [
|
|
{"col": "slice_name", "opr": "chart_all_text", "value": "energy",}
|
|
],
|
|
"keys": ["none"],
|
|
"columns": ["slice_name"],
|
|
}
|
|
self.login(username="admin")
|
|
|
|
uri = f"api/v1/chart/?q={prison.dumps(arguments)}"
|
|
rv = self.get_assert_metric(uri, "get_list")
|
|
self.assertEqual(rv.status_code, 200)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(data["count"], 8)
|
|
|
|
@pytest.mark.usefixtures("load_energy_charts")
|
|
def test_user_gets_none_filtered_energy_slices(self):
|
|
# test filtering on datasource_name
|
|
arguments = {
|
|
"filters": [
|
|
{"col": "slice_name", "opr": "chart_all_text", "value": "energy",}
|
|
],
|
|
"keys": ["none"],
|
|
"columns": ["slice_name"],
|
|
}
|
|
|
|
self.login(username="gamma")
|
|
uri = f"api/v1/chart/?q={prison.dumps(arguments)}"
|
|
rv = self.get_assert_metric(uri, "get_list")
|
|
self.assertEqual(rv.status_code, 200)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(data["count"], 0)
|
|
|
|
@pytest.mark.usefixtures("create_charts")
|
|
def test_get_charts_favorite_filter(self):
|
|
"""
|
|
Chart API: Test get charts favorite filter
|
|
"""
|
|
admin = self.get_user("admin")
|
|
users_favorite_query = db.session.query(FavStar.obj_id).filter(
|
|
and_(FavStar.user_id == admin.id, FavStar.class_name == "slice")
|
|
)
|
|
expected_models = (
|
|
db.session.query(Slice)
|
|
.filter(and_(Slice.id.in_(users_favorite_query)))
|
|
.order_by(Slice.slice_name.asc())
|
|
.all()
|
|
)
|
|
|
|
arguments = {
|
|
"filters": [{"col": "id", "opr": "chart_is_favorite", "value": True}],
|
|
"order_column": "slice_name",
|
|
"order_direction": "asc",
|
|
"keys": ["none"],
|
|
"columns": ["slice_name"],
|
|
}
|
|
self.login(username="admin")
|
|
uri = f"api/v1/chart/?q={prison.dumps(arguments)}"
|
|
rv = self.client.get(uri)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
assert rv.status_code == 200
|
|
assert len(expected_models) == data["count"]
|
|
|
|
for i, expected_model in enumerate(expected_models):
|
|
assert expected_model.slice_name == data["result"][i]["slice_name"]
|
|
|
|
# Test not favorite charts
|
|
expected_models = (
|
|
db.session.query(Slice)
|
|
.filter(and_(~Slice.id.in_(users_favorite_query)))
|
|
.order_by(Slice.slice_name.asc())
|
|
.all()
|
|
)
|
|
arguments["filters"][0]["value"] = False
|
|
uri = f"api/v1/chart/?q={prison.dumps(arguments)}"
|
|
rv = self.client.get(uri)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
assert rv.status_code == 200
|
|
assert len(expected_models) == data["count"]
|
|
|
|
@pytest.mark.usefixtures("create_charts")
|
|
def test_get_current_user_favorite_status(self):
|
|
"""
|
|
Dataset API: Test get current user favorite stars
|
|
"""
|
|
admin = self.get_user("admin")
|
|
users_favorite_ids = [
|
|
star.obj_id
|
|
for star in db.session.query(FavStar.obj_id)
|
|
.filter(
|
|
and_(
|
|
FavStar.user_id == admin.id,
|
|
FavStar.class_name == FavStarClassName.CHART,
|
|
)
|
|
)
|
|
.all()
|
|
]
|
|
|
|
assert users_favorite_ids
|
|
arguments = [s.id for s in db.session.query(Slice.id).all()]
|
|
self.login(username="admin")
|
|
uri = f"api/v1/chart/favorite_status/?q={prison.dumps(arguments)}"
|
|
rv = self.client.get(uri)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
assert rv.status_code == 200
|
|
for res in data["result"]:
|
|
if res["id"] in users_favorite_ids:
|
|
assert res["value"]
|
|
|
|
def test_get_time_range(self):
|
|
"""
|
|
Chart API: Test get actually time range from human readable string
|
|
"""
|
|
self.login(username="admin")
|
|
humanize_time_range = "100 years ago : now"
|
|
uri = f"api/v1/time_range/?q={prison.dumps(humanize_time_range)}"
|
|
rv = self.client.get(uri)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(rv.status_code, 200)
|
|
self.assertEqual(len(data["result"]), 3)
|
|
|
|
@pytest.mark.usefixtures(
|
|
"load_unicode_dashboard_with_slice",
|
|
"load_energy_table_with_slice",
|
|
"load_world_bank_dashboard_with_slices",
|
|
"load_birth_names_dashboard_with_slices",
|
|
)
|
|
def test_get_charts_page(self):
|
|
"""
|
|
Chart API: Test get charts filter
|
|
"""
|
|
# Assuming we have 33 sample charts
|
|
self.login(username="admin")
|
|
arguments = {"page_size": 10, "page": 0}
|
|
uri = f"api/v1/chart/?q={prison.dumps(arguments)}"
|
|
rv = self.client.get(uri)
|
|
self.assertEqual(rv.status_code, 200)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(len(data["result"]), 10)
|
|
|
|
arguments = {"page_size": 10, "page": 3}
|
|
uri = f"api/v1/chart/?q={prison.dumps(arguments)}"
|
|
rv = self.get_assert_metric(uri, "get_list")
|
|
self.assertEqual(rv.status_code, 200)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(len(data["result"]), 3)
|
|
|
|
def test_get_charts_no_data_access(self):
|
|
"""
|
|
Chart API: Test get charts no data access
|
|
"""
|
|
self.login(username="gamma")
|
|
uri = f"api/v1/chart/"
|
|
rv = self.get_assert_metric(uri, "get_list")
|
|
self.assertEqual(rv.status_code, 200)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(data["count"], 0)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_simple(self):
|
|
"""
|
|
Chart data API: Test chart data query
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 200)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
expected_row_count = self.get_expected_row_count("client_id_1")
|
|
self.assertEqual(data["result"][0]["rowcount"], expected_row_count)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_applied_time_extras(self):
|
|
"""
|
|
Chart data API: Test chart data query with applied time extras
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["queries"][0]["applied_time_extras"] = {
|
|
"__time_range": "100 years ago : now",
|
|
"__time_origin": "now",
|
|
}
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 200)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(
|
|
data["result"][0]["applied_filters"],
|
|
[{"column": "gender"}, {"column": "__time_range"},],
|
|
)
|
|
self.assertEqual(
|
|
data["result"][0]["rejected_filters"],
|
|
[{"column": "__time_origin", "reason": "not_druid_datasource"},],
|
|
)
|
|
expected_row_count = self.get_expected_row_count("client_id_2")
|
|
self.assertEqual(data["result"][0]["rowcount"], expected_row_count)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_limit_offset(self):
|
|
"""
|
|
Chart data API: Test chart data query with limit and offset
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["queries"][0]["row_limit"] = 5
|
|
request_payload["queries"][0]["row_offset"] = 0
|
|
request_payload["queries"][0]["orderby"] = [["name", True]]
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
response_payload = json.loads(rv.data.decode("utf-8"))
|
|
result = response_payload["result"][0]
|
|
self.assertEqual(result["rowcount"], 5)
|
|
|
|
# TODO: fix offset for presto DB
|
|
if get_example_database().backend == "presto":
|
|
return
|
|
|
|
# ensure that offset works properly
|
|
offset = 2
|
|
expected_name = result["data"][offset]["name"]
|
|
request_payload["queries"][0]["row_offset"] = offset
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
response_payload = json.loads(rv.data.decode("utf-8"))
|
|
result = response_payload["result"][0]
|
|
self.assertEqual(result["rowcount"], 5)
|
|
self.assertEqual(result["data"][0]["name"], expected_name)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
@mock.patch(
|
|
"superset.common.query_object.config", {**app.config, "ROW_LIMIT": 7},
|
|
)
|
|
def test_chart_data_default_row_limit(self):
|
|
"""
|
|
Chart data API: Ensure row count doesn't exceed default limit
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
del request_payload["queries"][0]["row_limit"]
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
response_payload = json.loads(rv.data.decode("utf-8"))
|
|
result = response_payload["result"][0]
|
|
self.assertEqual(result["rowcount"], 7)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
@mock.patch(
|
|
"superset.common.query_actions.config", {**app.config, "SAMPLES_ROW_LIMIT": 5},
|
|
)
|
|
def test_chart_data_default_sample_limit(self):
|
|
"""
|
|
Chart data API: Ensure sample response row count doesn't exceed default limit
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["result_type"] = utils.ChartDataResultType.SAMPLES
|
|
request_payload["queries"][0]["row_limit"] = 10
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
response_payload = json.loads(rv.data.decode("utf-8"))
|
|
result = response_payload["result"][0]
|
|
self.assertEqual(result["rowcount"], 5)
|
|
|
|
def test_chart_data_incorrect_result_type(self):
|
|
"""
|
|
Chart data API: Test chart data with unsupported result type
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["result_type"] = "qwerty"
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 400)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_incorrect_result_format(self):
|
|
"""
|
|
Chart data API: Test chart data with unsupported result format
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["result_format"] = "qwerty"
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 400)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_invalid_form_data(self):
|
|
"""
|
|
Chart data API: Test chart data with invalid form_data json
|
|
"""
|
|
self.login(username="admin")
|
|
data = {"form_data": "NOT VALID JSON"}
|
|
|
|
rv = self.client.post(
|
|
CHART_DATA_URI, data=data, content_type="multipart/form-data"
|
|
)
|
|
response = json.loads(rv.data.decode("utf-8"))
|
|
self.assertEqual(rv.status_code, 400)
|
|
self.assertEqual(response["message"], "Request is not JSON")
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_query_result_type(self):
|
|
"""
|
|
Chart data API: Test chart data with query result format
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["result_type"] = utils.ChartDataResultType.QUERY
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 200)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_csv_result_format(self):
|
|
"""
|
|
Chart data API: Test chart data with CSV result format
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["result_format"] = "csv"
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 200)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_mixed_case_filter_op(self):
|
|
"""
|
|
Chart data API: Ensure mixed case filter operator generates valid result
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["queries"][0]["filters"][0]["op"] = "In"
|
|
request_payload["queries"][0]["row_limit"] = 10
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
response_payload = json.loads(rv.data.decode("utf-8"))
|
|
result = response_payload["result"][0]
|
|
self.assertEqual(result["rowcount"], 10)
|
|
|
|
def test_chart_data_prophet(self):
|
|
"""
|
|
Chart data API: Ensure prophet post transformation works
|
|
"""
|
|
pytest.importorskip("fbprophet")
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
time_grain = "P1Y"
|
|
request_payload["queries"][0]["is_timeseries"] = True
|
|
request_payload["queries"][0]["groupby"] = []
|
|
request_payload["queries"][0]["extras"] = {"time_grain_sqla": time_grain}
|
|
request_payload["queries"][0]["granularity"] = "ds"
|
|
request_payload["queries"][0]["post_processing"] = [
|
|
{
|
|
"operation": "prophet",
|
|
"options": {
|
|
"time_grain": time_grain,
|
|
"periods": 3,
|
|
"confidence_interval": 0.9,
|
|
},
|
|
}
|
|
]
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 200)
|
|
response_payload = json.loads(rv.data.decode("utf-8"))
|
|
result = response_payload["result"][0]
|
|
row = result["data"][0]
|
|
self.assertIn("__timestamp", row)
|
|
self.assertIn("sum__num", row)
|
|
self.assertIn("sum__num__yhat", row)
|
|
self.assertIn("sum__num__yhat_upper", row)
|
|
self.assertIn("sum__num__yhat_lower", row)
|
|
self.assertEqual(result["rowcount"], 47)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_query_missing_filter(self):
|
|
"""
|
|
Chart data API: Ensure filter referencing missing column is ignored
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["queries"][0]["filters"] = [
|
|
{"col": "non_existent_filter", "op": "==", "val": "foo"},
|
|
]
|
|
request_payload["result_type"] = utils.ChartDataResultType.QUERY
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 200)
|
|
response_payload = json.loads(rv.data.decode("utf-8"))
|
|
assert "non_existent_filter" not in response_payload["result"][0]["query"]
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_no_data(self):
|
|
"""
|
|
Chart data API: Test chart data with empty result
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["queries"][0]["filters"] = [
|
|
{"col": "gender", "op": "==", "val": "foo"}
|
|
]
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 200)
|
|
response_payload = json.loads(rv.data.decode("utf-8"))
|
|
result = response_payload["result"][0]
|
|
self.assertEqual(result["rowcount"], 0)
|
|
self.assertEqual(result["data"], [])
|
|
|
|
def test_chart_data_incorrect_request(self):
|
|
"""
|
|
Chart data API: Test chart data with invalid SQL
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["queries"][0]["filters"] = []
|
|
# erroneus WHERE-clause
|
|
request_payload["queries"][0]["extras"]["where"] = "(gender abc def)"
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 400)
|
|
|
|
def test_chart_data_with_invalid_datasource(self):
|
|
"""
|
|
Chart data API: Test chart data query with invalid schema
|
|
"""
|
|
self.login(username="admin")
|
|
payload = get_query_context("birth_names")
|
|
payload["datasource"] = "abc"
|
|
rv = self.post_assert_metric(CHART_DATA_URI, payload, "data")
|
|
self.assertEqual(rv.status_code, 400)
|
|
|
|
def test_chart_data_with_invalid_enum_value(self):
|
|
"""
|
|
Chart data API: Test chart data query with invalid enum value
|
|
"""
|
|
self.login(username="admin")
|
|
payload = get_query_context("birth_names")
|
|
payload["queries"][0]["extras"]["time_range_endpoints"] = [
|
|
"abc",
|
|
"EXCLUSIVE",
|
|
]
|
|
rv = self.client.post(CHART_DATA_URI, json=payload)
|
|
self.assertEqual(rv.status_code, 400)
|
|
|
|
def test_query_exec_not_allowed(self):
|
|
"""
|
|
Chart data API: Test chart data query not allowed
|
|
"""
|
|
self.login(username="gamma")
|
|
payload = get_query_context("birth_names")
|
|
rv = self.post_assert_metric(CHART_DATA_URI, payload, "data")
|
|
self.assertEqual(rv.status_code, 401)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_jinja_filter_request(self):
|
|
"""
|
|
Chart data API: Ensure request referencing filters via jinja renders a correct query
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["result_type"] = utils.ChartDataResultType.QUERY
|
|
request_payload["queries"][0]["filters"] = [
|
|
{"col": "gender", "op": "==", "val": "boy"}
|
|
]
|
|
request_payload["queries"][0]["extras"][
|
|
"where"
|
|
] = "('boy' = '{{ filter_values('gender', 'xyz' )[0] }}')"
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
response_payload = json.loads(rv.data.decode("utf-8"))
|
|
result = response_payload["result"][0]["query"]
|
|
if get_example_database().backend != "presto":
|
|
assert "('boy' = 'boy')" in result
|
|
|
|
@mock.patch.dict(
|
|
"superset.extensions.feature_flag_manager._feature_flags",
|
|
GLOBAL_ASYNC_QUERIES=True,
|
|
)
|
|
def test_chart_data_async(self):
|
|
"""
|
|
Chart data API: Test chart data query (async)
|
|
"""
|
|
async_query_manager.init_app(app)
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 202)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
keys = list(data.keys())
|
|
self.assertCountEqual(
|
|
keys, ["channel_id", "job_id", "user_id", "status", "errors", "result_url"]
|
|
)
|
|
|
|
@mock.patch.dict(
|
|
"superset.extensions.feature_flag_manager._feature_flags",
|
|
GLOBAL_ASYNC_QUERIES=True,
|
|
)
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_async_results_type(self):
|
|
"""
|
|
Chart data API: Test chart data query non-JSON format (async)
|
|
"""
|
|
async_query_manager.init_app(app)
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["result_type"] = "results"
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 200)
|
|
|
|
@mock.patch.dict(
|
|
"superset.extensions.feature_flag_manager._feature_flags",
|
|
GLOBAL_ASYNC_QUERIES=True,
|
|
)
|
|
def test_chart_data_async_invalid_token(self):
|
|
"""
|
|
Chart data API: Test chart data query (async)
|
|
"""
|
|
async_query_manager.init_app(app)
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
test_client.set_cookie(
|
|
"localhost", app.config["GLOBAL_ASYNC_QUERIES_JWT_COOKIE_NAME"], "foo"
|
|
)
|
|
rv = test_client.post(CHART_DATA_URI, json=request_payload)
|
|
self.assertEqual(rv.status_code, 401)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
@mock.patch.dict(
|
|
"superset.extensions.feature_flag_manager._feature_flags",
|
|
GLOBAL_ASYNC_QUERIES=True,
|
|
)
|
|
@mock.patch.object(ChartDataCommand, "load_query_context_from_cache")
|
|
def test_chart_data_cache(self, load_qc_mock):
|
|
"""
|
|
Chart data cache API: Test chart data async cache request
|
|
"""
|
|
async_query_manager.init_app(app)
|
|
self.login(username="admin")
|
|
query_context = get_query_context("birth_names")
|
|
load_qc_mock.return_value = query_context
|
|
orig_run = ChartDataCommand.run
|
|
|
|
def mock_run(self, **kwargs):
|
|
assert kwargs["force_cached"] == True
|
|
# override force_cached to get result from DB
|
|
return orig_run(self, force_cached=False)
|
|
|
|
with mock.patch.object(ChartDataCommand, "run", new=mock_run):
|
|
rv = self.get_assert_metric(
|
|
f"{CHART_DATA_URI}/test-cache-key", "data_from_cache"
|
|
)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
|
|
expected_row_count = self.get_expected_row_count("client_id_3")
|
|
self.assertEqual(rv.status_code, 200)
|
|
self.assertEqual(data["result"][0]["rowcount"], expected_row_count)
|
|
|
|
@mock.patch.dict(
|
|
"superset.extensions.feature_flag_manager._feature_flags",
|
|
GLOBAL_ASYNC_QUERIES=True,
|
|
)
|
|
@mock.patch.object(ChartDataCommand, "load_query_context_from_cache")
|
|
def test_chart_data_cache_run_failed(self, load_qc_mock):
|
|
"""
|
|
Chart data cache API: Test chart data async cache request with run failure
|
|
"""
|
|
async_query_manager.init_app(app)
|
|
self.login(username="admin")
|
|
query_context = get_query_context("birth_names")
|
|
load_qc_mock.return_value = query_context
|
|
rv = self.get_assert_metric(
|
|
f"{CHART_DATA_URI}/test-cache-key", "data_from_cache"
|
|
)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
|
|
self.assertEqual(rv.status_code, 422)
|
|
self.assertEqual(data["message"], "Error loading data from cache")
|
|
|
|
@mock.patch.dict(
|
|
"superset.extensions.feature_flag_manager._feature_flags",
|
|
GLOBAL_ASYNC_QUERIES=True,
|
|
)
|
|
@mock.patch.object(ChartDataCommand, "load_query_context_from_cache")
|
|
def test_chart_data_cache_no_login(self, load_qc_mock):
|
|
"""
|
|
Chart data cache API: Test chart data async cache request (no login)
|
|
"""
|
|
async_query_manager.init_app(app)
|
|
query_context = get_query_context("birth_names")
|
|
load_qc_mock.return_value = query_context
|
|
orig_run = ChartDataCommand.run
|
|
|
|
def mock_run(self, **kwargs):
|
|
assert kwargs["force_cached"] == True
|
|
# override force_cached to get result from DB
|
|
return orig_run(self, force_cached=False)
|
|
|
|
with mock.patch.object(ChartDataCommand, "run", new=mock_run):
|
|
rv = self.client.get(f"{CHART_DATA_URI}/test-cache-key",)
|
|
|
|
self.assertEqual(rv.status_code, 401)
|
|
|
|
@mock.patch.dict(
|
|
"superset.extensions.feature_flag_manager._feature_flags",
|
|
GLOBAL_ASYNC_QUERIES=True,
|
|
)
|
|
def test_chart_data_cache_key_error(self):
|
|
"""
|
|
Chart data cache API: Test chart data async cache request with invalid cache key
|
|
"""
|
|
async_query_manager.init_app(app)
|
|
self.login(username="admin")
|
|
rv = self.get_assert_metric(
|
|
f"{CHART_DATA_URI}/test-cache-key", "data_from_cache"
|
|
)
|
|
|
|
self.assertEqual(rv.status_code, 404)
|
|
|
|
def test_export_chart(self):
|
|
"""
|
|
Chart API: Test export chart
|
|
"""
|
|
example_chart = db.session.query(Slice).all()[0]
|
|
argument = [example_chart.id]
|
|
uri = f"api/v1/chart/export/?q={prison.dumps(argument)}"
|
|
|
|
self.login(username="admin")
|
|
rv = self.get_assert_metric(uri, "export")
|
|
|
|
assert rv.status_code == 200
|
|
|
|
buf = BytesIO(rv.data)
|
|
assert is_zipfile(buf)
|
|
|
|
def test_export_chart_not_found(self):
|
|
"""
|
|
Chart API: Test export chart not found
|
|
"""
|
|
# Just one does not exist and we get 404
|
|
argument = [-1, 1]
|
|
uri = f"api/v1/chart/export/?q={prison.dumps(argument)}"
|
|
self.login(username="admin")
|
|
rv = self.get_assert_metric(uri, "export")
|
|
|
|
assert rv.status_code == 404
|
|
|
|
def test_export_chart_gamma(self):
|
|
"""
|
|
Chart API: Test export chart has gamma
|
|
"""
|
|
example_chart = db.session.query(Slice).all()[0]
|
|
argument = [example_chart.id]
|
|
uri = f"api/v1/chart/export/?q={prison.dumps(argument)}"
|
|
|
|
self.login(username="gamma")
|
|
rv = self.client.get(uri)
|
|
|
|
assert rv.status_code == 404
|
|
|
|
def test_import_chart(self):
|
|
"""
|
|
Chart API: Test import chart
|
|
"""
|
|
self.login(username="admin")
|
|
uri = "api/v1/chart/import/"
|
|
|
|
buf = self.create_chart_import()
|
|
form_data = {
|
|
"formData": (buf, "chart_export.zip"),
|
|
}
|
|
rv = self.client.post(uri, data=form_data, content_type="multipart/form-data")
|
|
response = json.loads(rv.data.decode("utf-8"))
|
|
|
|
assert rv.status_code == 200
|
|
assert response == {"message": "OK"}
|
|
|
|
database = (
|
|
db.session.query(Database).filter_by(uuid=database_config["uuid"]).one()
|
|
)
|
|
assert database.database_name == "imported_database"
|
|
|
|
assert len(database.tables) == 1
|
|
dataset = database.tables[0]
|
|
assert dataset.table_name == "imported_dataset"
|
|
assert str(dataset.uuid) == dataset_config["uuid"]
|
|
|
|
chart = db.session.query(Slice).filter_by(uuid=chart_config["uuid"]).one()
|
|
assert chart.table == dataset
|
|
|
|
db.session.delete(chart)
|
|
db.session.delete(dataset)
|
|
db.session.delete(database)
|
|
db.session.commit()
|
|
|
|
def test_import_chart_overwrite(self):
|
|
"""
|
|
Chart API: Test import existing chart
|
|
"""
|
|
self.login(username="admin")
|
|
uri = "api/v1/chart/import/"
|
|
|
|
buf = self.create_chart_import()
|
|
form_data = {
|
|
"formData": (buf, "chart_export.zip"),
|
|
}
|
|
rv = self.client.post(uri, data=form_data, content_type="multipart/form-data")
|
|
response = json.loads(rv.data.decode("utf-8"))
|
|
|
|
assert rv.status_code == 200
|
|
assert response == {"message": "OK"}
|
|
|
|
# import again without overwrite flag
|
|
buf = self.create_chart_import()
|
|
form_data = {
|
|
"formData": (buf, "chart_export.zip"),
|
|
}
|
|
rv = self.client.post(uri, data=form_data, content_type="multipart/form-data")
|
|
response = json.loads(rv.data.decode("utf-8"))
|
|
|
|
assert rv.status_code == 422
|
|
assert response == {
|
|
"message": {
|
|
"charts/imported_chart.yaml": "Chart already exists and `overwrite=true` was not passed"
|
|
}
|
|
}
|
|
|
|
# import with overwrite flag
|
|
buf = self.create_chart_import()
|
|
form_data = {
|
|
"formData": (buf, "chart_export.zip"),
|
|
"overwrite": "true",
|
|
}
|
|
rv = self.client.post(uri, data=form_data, content_type="multipart/form-data")
|
|
response = json.loads(rv.data.decode("utf-8"))
|
|
|
|
assert rv.status_code == 200
|
|
assert response == {"message": "OK"}
|
|
|
|
# clean up
|
|
database = (
|
|
db.session.query(Database).filter_by(uuid=database_config["uuid"]).one()
|
|
)
|
|
dataset = database.tables[0]
|
|
chart = db.session.query(Slice).filter_by(uuid=chart_config["uuid"]).one()
|
|
|
|
db.session.delete(chart)
|
|
db.session.delete(dataset)
|
|
db.session.delete(database)
|
|
db.session.commit()
|
|
|
|
def test_import_chart_invalid(self):
|
|
"""
|
|
Chart API: Test import invalid chart
|
|
"""
|
|
self.login(username="admin")
|
|
uri = "api/v1/chart/import/"
|
|
|
|
buf = BytesIO()
|
|
with ZipFile(buf, "w") as bundle:
|
|
with bundle.open("chart_export/metadata.yaml", "w") as fp:
|
|
fp.write(yaml.safe_dump(dataset_metadata_config).encode())
|
|
with bundle.open(
|
|
"chart_export/databases/imported_database.yaml", "w"
|
|
) as fp:
|
|
fp.write(yaml.safe_dump(database_config).encode())
|
|
with bundle.open("chart_export/datasets/imported_dataset.yaml", "w") as fp:
|
|
fp.write(yaml.safe_dump(dataset_config).encode())
|
|
with bundle.open("chart_export/charts/imported_chart.yaml", "w") as fp:
|
|
fp.write(yaml.safe_dump(chart_config).encode())
|
|
buf.seek(0)
|
|
|
|
form_data = {
|
|
"formData": (buf, "chart_export.zip"),
|
|
}
|
|
rv = self.client.post(uri, data=form_data, content_type="multipart/form-data")
|
|
response = json.loads(rv.data.decode("utf-8"))
|
|
|
|
assert rv.status_code == 422
|
|
assert response == {
|
|
"message": {"metadata.yaml": {"type": ["Must be equal to Slice."]}}
|
|
}
|
|
|
|
@pytest.mark.usefixtures(
|
|
"create_annotation_layers", "load_birth_names_dashboard_with_slices"
|
|
)
|
|
def test_chart_data_annotations(self):
|
|
"""
|
|
Chart data API: Test chart data query
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
|
|
annotation_layers = []
|
|
request_payload["queries"][0]["annotation_layers"] = annotation_layers
|
|
|
|
# formula
|
|
annotation_layers.append(ANNOTATION_LAYERS[AnnotationType.FORMULA])
|
|
|
|
# interval
|
|
interval_layer = (
|
|
db.session.query(AnnotationLayer)
|
|
.filter(AnnotationLayer.name == "name1")
|
|
.one()
|
|
)
|
|
interval = ANNOTATION_LAYERS[AnnotationType.INTERVAL]
|
|
interval["value"] = interval_layer.id
|
|
annotation_layers.append(interval)
|
|
|
|
# event
|
|
event_layer = (
|
|
db.session.query(AnnotationLayer)
|
|
.filter(AnnotationLayer.name == "name2")
|
|
.one()
|
|
)
|
|
event = ANNOTATION_LAYERS[AnnotationType.EVENT]
|
|
event["value"] = event_layer.id
|
|
annotation_layers.append(event)
|
|
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
self.assertEqual(rv.status_code, 200)
|
|
data = json.loads(rv.data.decode("utf-8"))
|
|
# response should only contain interval and event data, not formula
|
|
self.assertEqual(len(data["result"][0]["annotation_data"]), 2)
|
|
|
|
def get_expected_row_count(self, client_id: str) -> int:
|
|
start_date = datetime.now()
|
|
start_date = start_date.replace(
|
|
year=start_date.year - 100, hour=0, minute=0, second=0
|
|
)
|
|
|
|
quoted_table_name = self.quote_name("birth_names")
|
|
sql = f"""
|
|
SELECT COUNT(*) AS rows_count FROM (
|
|
SELECT name AS name, SUM(num) AS sum__num
|
|
FROM {quoted_table_name}
|
|
WHERE ds >= '{start_date.strftime("%Y-%m-%d %H:%M:%S")}'
|
|
AND gender = 'boy'
|
|
GROUP BY name
|
|
ORDER BY sum__num DESC
|
|
LIMIT 100) AS inner__query
|
|
"""
|
|
resp = self.run_sql(sql, client_id, raise_on_error=True)
|
|
db.session.query(Query).delete()
|
|
db.session.commit()
|
|
return resp["data"][0]["rows_count"]
|
|
|
|
def quote_name(self, name: str):
|
|
if get_main_database().backend in {"presto", "hive"}:
|
|
return get_example_database().inspector.engine.dialect.identifier_preparer.quote_identifier(
|
|
name
|
|
)
|
|
return name
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_rowcount(self):
|
|
"""
|
|
Chart data API: Query total rows
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["queries"][0]["is_rowcount"] = True
|
|
request_payload["queries"][0]["groupby"] = ["name"]
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
response_payload = json.loads(rv.data.decode("utf-8"))
|
|
result = response_payload["result"][0]
|
|
expected_row_count = self.get_expected_row_count("client_id_4")
|
|
self.assertEqual(result["data"][0]["rowcount"], expected_row_count)
|
|
|
|
@pytest.mark.usefixtures("load_birth_names_dashboard_with_slices")
|
|
def test_chart_data_timegrains(self):
|
|
"""
|
|
Chart data API: Query timegrains and columns
|
|
"""
|
|
self.login(username="admin")
|
|
request_payload = get_query_context("birth_names")
|
|
request_payload["queries"] = [
|
|
{"result_type": utils.ChartDataResultType.TIMEGRAINS},
|
|
{"result_type": utils.ChartDataResultType.COLUMNS},
|
|
]
|
|
rv = self.post_assert_metric(CHART_DATA_URI, request_payload, "data")
|
|
response_payload = json.loads(rv.data.decode("utf-8"))
|
|
timegrain_result = response_payload["result"][0]
|
|
column_result = response_payload["result"][1]
|
|
assert list(timegrain_result["data"][0].keys()) == [
|
|
"name",
|
|
"function",
|
|
"duration",
|
|
]
|
|
assert list(column_result["data"][0].keys()) == [
|
|
"column_name",
|
|
"verbose_name",
|
|
"dtype",
|
|
]
|