# 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 sqlalchemy import column from superset.db_engine_specs.pinot import PinotEngineSpec from tests.integration_tests.db_engine_specs.base_tests import TestDbEngineSpec class TestPinotDbEngineSpec(TestDbEngineSpec): """Tests pertaining to our Pinot database support""" def test_pinot_time_expression_sec_one_1d_grain(self): col = column("tstamp") expr = PinotEngineSpec.get_timestamp_expr(col, "epoch_s", "P1D") result = str(expr.compile()) self.assertEqual( result, "DATETIMECONVERT(tstamp, '1:SECONDS:EPOCH', '1:SECONDS:EPOCH', '1:DAYS')", ) def test_pinot_time_expression_simple_date_format_1d_grain(self): col = column("tstamp") expr = PinotEngineSpec.get_timestamp_expr(col, "%Y-%m-%d %H:%M:%S", "P1D") result = str(expr.compile()) self.assertEqual( result, ( "DATETIMECONVERT(tstamp, " + "'1:SECONDS:SIMPLE_DATE_FORMAT:yyyy-MM-dd HH:mm:ss', " + "'1:SECONDS:SIMPLE_DATE_FORMAT:yyyy-MM-dd HH:mm:ss', '1:DAYS')" ), ) def test_pinot_time_expression_simple_date_format_10m_grain(self): col = column("tstamp") expr = PinotEngineSpec.get_timestamp_expr(col, "%Y-%m-%d %H:%M:%S", "PT10M") result = str(expr.compile()) self.assertEqual( result, ( "DATETIMECONVERT(tstamp, " + "'1:SECONDS:SIMPLE_DATE_FORMAT:yyyy-MM-dd HH:mm:ss', " + "'1:SECONDS:SIMPLE_DATE_FORMAT:yyyy-MM-dd HH:mm:ss', '10:MINUTES')" ), ) def test_pinot_time_expression_simple_date_format_1w_grain(self): col = column("tstamp") expr = PinotEngineSpec.get_timestamp_expr(col, "%Y-%m-%d %H:%M:%S", "P1W") result = str(expr.compile()) self.assertEqual( result, ( "ToDateTime(DATETRUNC('week', FromDateTime(tstamp, " + "'yyyy-MM-dd HH:mm:ss'), 'MILLISECONDS'), 'yyyy-MM-dd HH:mm:ss')" ), ) def test_pinot_time_expression_sec_one_1m_grain(self): col = column("tstamp") expr = PinotEngineSpec.get_timestamp_expr(col, "epoch_s", "P1M") result = str(expr.compile()) self.assertEqual( result, "DATETRUNC('month', tstamp, 'SECONDS')", ) def test_invalid_get_time_expression_arguments(self): with self.assertRaises(NotImplementedError): PinotEngineSpec.get_timestamp_expr(column("tstamp"), None, "P1M") with self.assertRaises(NotImplementedError): PinotEngineSpec.get_timestamp_expr( column("tstamp"), "epoch_s", "invalid_grain" )