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"""Unit tests for async query celery jobs in Superset""" from unittest import mock from uuid import uuid4 import pytest from celery.exceptions import SoftTimeLimitExceeded from superset.charts.commands.exceptions import ChartDataQueryFailedError from superset.charts.data.commands.get_data_command import ChartDataCommand from superset.exceptions import SupersetException from superset.extensions import async_query_manager, security_manager from tests.integration_tests.base_tests import SupersetTestCase from tests.integration_tests.fixtures.birth_names_dashboard import ( load_birth_names_dashboard_with_slices, load_birth_names_data, ) from tests.integration_tests.fixtures.query_context import get_query_context from tests.integration_tests.fixtures.tags import with_tagging_system_feature from tests.integration_tests.test_app import app class TestAsyncQueries(SupersetTestCase): @pytest.mark.usefixtures( "load_birth_names_data", "load_birth_names_dashboard_with_slices" ) @mock.patch.object(async_query_manager, "update_job") @mock.patch("superset.tasks.async_queries.set_form_data") def test_load_chart_data_into_cache(self, mock_set_form_data, mock_update_job): from superset.tasks.async_queries import load_chart_data_into_cache app._got_first_request = False async_query_manager.init_app(app) query_context = get_query_context("birth_names") user = security_manager.find_user("gamma") job_metadata = { "channel_id": str(uuid4()), "job_id": str(uuid4()), "user_id": user.id, "status": "pending", "errors": [], } load_chart_data_into_cache(job_metadata, query_context) mock_set_form_data.assert_called_once_with(query_context) mock_update_job.assert_called_once_with( job_metadata, "done", result_url=mock.ANY ) @mock.patch.object( ChartDataCommand, "run", side_effect=ChartDataQueryFailedError("Error: foo") ) @mock.patch.object(async_query_manager, "update_job") def test_load_chart_data_into_cache_error(self, mock_update_job, mock_run_command): from superset.tasks.async_queries import load_chart_data_into_cache app._got_first_request = False async_query_manager.init_app(app) query_context = get_query_context("birth_names") user = security_manager.find_user("gamma") job_metadata = { "channel_id": str(uuid4()), "job_id": str(uuid4()), "user_id": user.id, "status": "pending", "errors": [], } with pytest.raises(ChartDataQueryFailedError): load_chart_data_into_cache(job_metadata, query_context) mock_run_command.assert_called_once_with(cache=True) errors = [{"message": "Error: foo"}] mock_update_job.assert_called_once_with(job_metadata, "error", errors=errors) @mock.patch.object(ChartDataCommand, "run") @mock.patch.object(async_query_manager, "update_job") def test_soft_timeout_load_chart_data_into_cache( self, mock_update_job, mock_run_command ): from superset.tasks.async_queries import load_chart_data_into_cache app._got_first_request = False async_query_manager.init_app(app) user = security_manager.find_user("gamma") form_data = {} job_metadata = { "channel_id": str(uuid4()), "job_id": str(uuid4()), "user_id": user.id, "status": "pending", "errors": [], } errors = ["A timeout occurred while loading chart data"] with pytest.raises(SoftTimeLimitExceeded): with mock.patch( "superset.tasks.async_queries.set_form_data" ) as set_form_data: set_form_data.side_effect = SoftTimeLimitExceeded() load_chart_data_into_cache(job_metadata, form_data) set_form_data.assert_called_once_with(form_data, "error", errors=errors) @pytest.mark.usefixtures("load_birth_names_dashboard_with_slices") @mock.patch.object(async_query_manager, "update_job") def test_load_explore_json_into_cache(self, mock_update_job): from superset.tasks.async_queries import load_explore_json_into_cache app._got_first_request = False async_query_manager.init_app(app) table = self.get_table(name="birth_names") user = security_manager.find_user("gamma") form_data = { "datasource": f"{table.id}__table", "viz_type": "dist_bar", "granularity_sqla": "ds", "time_range": "No filter", "metrics": ["count"], "adhoc_filters": [], "groupby": ["gender"], "row_limit": 100, } job_metadata = { "channel_id": str(uuid4()), "job_id": str(uuid4()), "user_id": user.id, "status": "pending", "errors": [], } load_explore_json_into_cache(job_metadata, form_data) mock_update_job.assert_called_once_with( job_metadata, "done", result_url=mock.ANY ) @mock.patch.object(async_query_manager, "update_job") @mock.patch("superset.tasks.async_queries.set_form_data") def test_load_explore_json_into_cache_error( self, mock_set_form_data, mock_update_job ): from superset.tasks.async_queries import load_explore_json_into_cache app._got_first_request = False async_query_manager.init_app(app) user = security_manager.find_user("gamma") form_data = {} job_metadata = { "channel_id": str(uuid4()), "job_id": str(uuid4()), "user_id": user.id, "status": "pending", "errors": [], } with pytest.raises(SupersetException): load_explore_json_into_cache(job_metadata, form_data) mock_set_form_data.assert_called_once_with(form_data) errors = ["The dataset associated with this chart no longer exists"] mock_update_job.assert_called_once_with(job_metadata, "error", errors=errors) @mock.patch.object(ChartDataCommand, "run") @mock.patch.object(async_query_manager, "update_job") def test_soft_timeout_load_explore_json_into_cache( self, mock_update_job, mock_run_command ): from superset.tasks.async_queries import load_explore_json_into_cache app._got_first_request = False async_query_manager.init_app(app) user = security_manager.find_user("gamma") form_data = {} job_metadata = { "channel_id": str(uuid4()), "job_id": str(uuid4()), "user_id": user.id, "status": "pending", "errors": [], } errors = ["A timeout occurred while loading explore json, error"] with pytest.raises(SoftTimeLimitExceeded): with mock.patch( "superset.tasks.async_queries.set_form_data" ) as set_form_data: set_form_data.side_effect = SoftTimeLimitExceeded() load_explore_json_into_cache(job_metadata, form_data) set_form_data.assert_called_once_with(form_data, "error", errors=errors)