# 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()) expected = ( "CAST(DATE_TRUNC('day', CAST(" + "DATETIMECONVERT(tstamp, '1:SECONDS:EPOCH', " + "'1:SECONDS:EPOCH', '1:SECONDS') AS TIMESTAMP)) AS TIMESTAMP)" ) self.assertEqual( result, expected, ) 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()) expected = "CAST(DATE_TRUNC('day', CAST(tstamp AS TIMESTAMP)) AS TIMESTAMP)" self.assertEqual( result, expected, ) 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()) expected = ( "CAST(ROUND(DATE_TRUNC('minute', CAST(tstamp AS " + "TIMESTAMP)), 600000) AS TIMESTAMP)" ) self.assertEqual( result, expected, ) 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()) expected = "CAST(DATE_TRUNC('week', CAST(tstamp AS TIMESTAMP)) AS TIMESTAMP)" self.assertEqual( result, expected, ) 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()) expected = ( "CAST(DATE_TRUNC('month', CAST(" + "DATETIMECONVERT(tstamp, '1:SECONDS:EPOCH', " + "'1:SECONDS:EPOCH', '1:SECONDS') AS TIMESTAMP)) AS TIMESTAMP)" ) self.assertEqual( result, expected, ) def test_pinot_time_expression_millisec_one_1m_grain(self): col = column("tstamp") expr = PinotEngineSpec.get_timestamp_expr(col, "epoch_ms", "P1M") result = str(expr.compile()) expected = ( "CAST(DATE_TRUNC('month', CAST(" + "DATETIMECONVERT(tstamp, '1:MILLISECONDS:EPOCH', " + "'1:MILLISECONDS:EPOCH', '1:MILLISECONDS') AS TIMESTAMP)) AS TIMESTAMP)" ) self.assertEqual( result, expected, ) def test_invalid_get_time_expression_arguments(self): with self.assertRaises(NotImplementedError): PinotEngineSpec.get_timestamp_expr(column("tstamp"), None, "P0.25Y") with self.assertRaises(NotImplementedError): PinotEngineSpec.get_timestamp_expr( column("tstamp"), "epoch_s", "invalid_grain" )