# 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. # Functional tests running the TPC-DS workload # from __future__ import absolute_import, division, print_function import os import pytest from copy import deepcopy from tests.common.impala_test_suite import ImpalaTestSuite from tests.common.skip import ( SkipIfBuildType, SkipIfDockerizedCluster) from tests.common.test_dimensions import ( FILE_FORMAT_TO_STORED_AS_MAP, add_mandatory_exec_option, create_single_exec_option_dimension, is_supported_insert_format) class TestTpcdsQuery(ImpalaTestSuite): @classmethod def get_workload(cls): return 'tpcds' @classmethod def add_test_dimensions(cls): super(TestTpcdsQuery, cls).add_test_dimensions() cls.ImpalaTestMatrix.add_constraint(lambda v: v.get_value('table_format').file_format not in ['rc', 'hbase', 'kudu'] and v.get_value('table_format').compression_codec in ['none', 'snap'] and v.get_value('table_format').compression_type != 'record') add_mandatory_exec_option(cls, 'decimal_v2', 0) if cls.exploration_strategy() != 'exhaustive': # Cut down on the execution time for these tests in core by running only # against parquet. cls.ImpalaTestMatrix.add_constraint(lambda v: v.get_value('table_format').file_format in ['parquet']) cls.ImpalaTestMatrix.add_constraint(lambda v: v.get_value('exec_option')['batch_size'] == 0) @pytest.mark.execute_serially # Marked serially to make sure it runs first. def test_tpcds_count(self, vector): self.run_test_case('count', vector) def test_tpcds_q1(self, vector): self.run_test_case(self.get_workload() + '-q1', vector) def test_tpcds_q2(self, vector): self.run_test_case(self.get_workload() + '-q2', vector) def test_tpcds_q3(self, vector): self.run_test_case(self.get_workload() + '-q3', vector) def test_tpcds_q4(self, vector): self.run_test_case(self.get_workload() + '-q4', vector) def test_tpcds_q6(self, vector): self.run_test_case(self.get_workload() + '-q6', vector) def test_tpcds_q7(self, vector): self.run_test_case(self.get_workload() + '-q7', vector) def test_tpcds_q8(self, vector): self.run_test_case(self.get_workload() + '-q8', vector) def test_tpcds_q9(self, vector): self.run_test_case(self.get_workload() + '-q9', vector) def test_tpcds_q10a(self, vector): self.run_test_case(self.get_workload() + '-q10a', vector) def test_tpcds_q11(self, vector): self.run_test_case(self.get_workload() + '-q11', vector) def test_tpcds_q12(self, vector): self.run_test_case(self.get_workload() + '-q12', vector) def test_tpcds_q13(self, vector): self.run_test_case(self.get_workload() + '-q13', vector) def test_tpcds_q14_1(self, vector): self.run_test_case(self.get_workload() + '-q14-1', vector) def test_tpcds_q14_2(self, vector): self.run_test_case(self.get_workload() + '-q14-2', vector) def test_tpcds_q15(self, vector): self.run_test_case(self.get_workload() + '-q15', vector) def test_tpcds_q16(self, vector): self.run_test_case(self.get_workload() + '-q16', vector) def test_tpcds_q17(self, vector): self.run_test_case(self.get_workload() + '-q17', vector) def test_tpcds_q18a(self, vector): self.run_test_case(self.get_workload() + '-q18a', vector) def test_tpcds_q19(self, vector): self.run_test_case(self.get_workload() + '-q19', vector) def test_tpcds_q20(self, vector): self.run_test_case(self.get_workload() + '-q20', vector) def test_tpcds_q21(self, vector): self.run_test_case(self.get_workload() + '-q21', vector) def test_tpcds_q23_1(self, vector): self.run_test_case(self.get_workload() + '-q23-1', vector) def test_tpcds_q23_2(self, vector): self.run_test_case(self.get_workload() + '-q23-2', vector) def test_tpcds_q24_1(self, vector): self.run_test_case(self.get_workload() + '-q24-1', vector) def test_tpcds_q24_2(self, vector): self.run_test_case(self.get_workload() + '-q24-2', vector) def test_tpcds_q25(self, vector): self.run_test_case(self.get_workload() + '-q25', vector) def test_tpcds_q26(self, vector): self.run_test_case(self.get_workload() + '-q26', vector) def test_tpcds_q29(self, vector): self.run_test_case(self.get_workload() + '-q29', vector) def test_tpcds_q30(self, vector): self.run_test_case(self.get_workload() + '-q30', vector) def test_tpcds_q32(self, vector): self.run_test_case(self.get_workload() + '-q32', vector) def test_tpcds_q33(self, vector): self.run_test_case(self.get_workload() + '-q33', vector) def test_tpcds_q34(self, vector): self.run_test_case(self.get_workload() + '-q34', vector) def test_tpcds_q37(self, vector): self.run_test_case(self.get_workload() + '-q37', vector) def test_tpcds_q38(self, vector): self.run_test_case(self.get_workload() + '-q38', vector) def test_tpcds_q39_1(self, vector): self.run_test_case(self.get_workload() + '-q39-1', vector) def test_tpcds_q39_2(self, vector): self.run_test_case(self.get_workload() + '-q39-2', vector) def test_tpcds_q40(self, vector): self.run_test_case(self.get_workload() + '-q40', vector) def test_tpcds_q41(self, vector): self.run_test_case(self.get_workload() + '-q41', vector) def test_tpcds_q42(self, vector): self.run_test_case(self.get_workload() + '-q42', vector) def test_tpcds_q43(self, vector): self.run_test_case(self.get_workload() + '-q43', vector) def test_tpcds_q44(self, vector): self.run_test_case(self.get_workload() + '-q44', vector) def test_tpcds_q46(self, vector): self.run_test_case(self.get_workload() + '-q46', vector) def test_tpcds_q47(self, vector): self.run_test_case(self.get_workload() + '-q47', vector) def test_tpcds_q48(self, vector): self.run_test_case(self.get_workload() + '-q48', vector) def test_tpcds_q50(self, vector): self.run_test_case(self.get_workload() + '-q50', vector) def test_tpcds_q51(self, vector): self.run_test_case(self.get_workload() + '-q51', vector) def test_tpcds_q51a(self, vector): self.run_test_case(self.get_workload() + '-q51a', vector) def test_tpcds_q52(self, vector): self.run_test_case(self.get_workload() + '-q52', vector) def test_tpcds_q53(self, vector): self.run_test_case(self.get_workload() + '-q53', vector) def test_tpcds_q54(self, vector): self.run_test_case(self.get_workload() + '-q54', vector) def test_tpcds_q55(self, vector): self.run_test_case(self.get_workload() + '-q55', vector) def test_tpcds_q56(self, vector): self.run_test_case(self.get_workload() + '-q56', vector) def test_tpcds_q57(self, vector): self.run_test_case(self.get_workload() + '-q57', vector) def test_tpcds_q58(self, vector): self.run_test_case(self.get_workload() + '-q58', vector) def test_tpcds_q59(self, vector): self.run_test_case(self.get_workload() + '-q59', vector) def test_tpcds_q60(self, vector): self.run_test_case(self.get_workload() + '-q60', vector) def test_tpcds_q61(self, vector): self.run_test_case(self.get_workload() + '-q61', vector) def test_tpcds_q62(self, vector): self.run_test_case(self.get_workload() + '-q62', vector) def test_tpcds_q63(self, vector): self.run_test_case(self.get_workload() + '-q63', vector) def test_tpcds_q64(self, vector): self.run_test_case(self.get_workload() + '-q64', vector) def test_tpcds_q65(self, vector): self.run_test_case(self.get_workload() + '-q65', vector) def test_tpcds_q67a(self, vector): self.run_test_case(self.get_workload() + '-q67a', vector) def test_tpcds_q68(self, vector): self.run_test_case(self.get_workload() + '-q68', vector) def test_tpcds_q69(self, vector): self.run_test_case(self.get_workload() + '-q69', vector) def test_tpcds_q70a(self, vector): self.run_test_case(self.get_workload() + '-q70a', vector) def test_tpcds_q71(self, vector): self.run_test_case(self.get_workload() + '-q71', vector) def test_tpcds_q72(self, vector): self.run_test_case(self.get_workload() + '-q72', vector) def test_tpcds_q73(self, vector): self.run_test_case(self.get_workload() + '-q73', vector) def test_tpcds_q74(self, vector): self.run_test_case(self.get_workload() + '-q74', vector) def test_tpcds_q75(self, vector): self.run_test_case(self.get_workload() + '-q75', vector) def test_tpcds_q76(self, vector): self.run_test_case(self.get_workload() + '-q76', vector) def test_tpcds_q77a(self, vector): self.run_test_case(self.get_workload() + '-q77a', vector) def test_tpcds_q78(self, vector): self.run_test_case(self.get_workload() + '-q78', vector) def test_tpcds_q79(self, vector): self.run_test_case(self.get_workload() + '-q79', vector) def test_tpcds_q80a(self, vector): self.run_test_case(self.get_workload() + '-q80a', vector) def test_tpcds_q81(self, vector): self.run_test_case(self.get_workload() + '-q81', vector) def test_tpcds_q82(self, vector): self.run_test_case(self.get_workload() + '-q82', vector) def test_tpcds_q83(self, vector): self.run_test_case(self.get_workload() + '-q83', vector) def test_tpcds_q84(self, vector): self.run_test_case(self.get_workload() + '-q84', vector) def test_tpcds_q85(self, vector): self.run_test_case(self.get_workload() + '-q85', vector) def test_tpcds_q86a(self, vector): self.run_test_case(self.get_workload() + '-q86a', vector) def test_tpcds_q87(self, vector): self.run_test_case(self.get_workload() + '-q87', vector) def test_tpcds_q88(self, vector): self.run_test_case(self.get_workload() + '-q88', vector) def test_tpcds_q89(self, vector): self.run_test_case(self.get_workload() + '-q89', vector) def test_tpcds_q91(self, vector): self.run_test_case(self.get_workload() + '-q91', vector) def test_tpcds_q92(self, vector): self.run_test_case(self.get_workload() + '-q92', vector) def test_tpcds_q94(self, vector): self.run_test_case(self.get_workload() + '-q94', vector) def test_tpcds_q95(self, vector): self.run_test_case(self.get_workload() + '-q95', vector) def test_tpcds_q96(self, vector): self.run_test_case(self.get_workload() + '-q96', vector) def test_tpcds_q97(self, vector): self.run_test_case(self.get_workload() + '-q97', vector) def test_tpcds_q98(self, vector): self.run_test_case(self.get_workload() + '-q98', vector) def test_tpcds_q99(self, vector): self.run_test_case(self.get_workload() + '-q99', vector) class TestTpcdsDecimalV2Query(ImpalaTestSuite): @classmethod def get_workload(cls): return 'tpcds' @classmethod def add_test_dimensions(cls): super(TestTpcdsDecimalV2Query, cls).add_test_dimensions() cls.ImpalaTestMatrix.add_constraint(lambda v: v.get_value('table_format').file_format not in ['rc', 'hbase', 'kudu'] and v.get_value('table_format').compression_codec in ['none', 'snap'] and v.get_value('table_format').compression_type != 'record') if cls.exploration_strategy() != 'exhaustive': # Cut down on the execution time for these tests in core by running only # against parquet. cls.ImpalaTestMatrix.add_constraint(lambda v: v.get_value('table_format').file_format in ['parquet']) cls.ImpalaTestMatrix.add_constraint(lambda v: v.get_value('exec_option')['batch_size'] == 0) def test_tpcds_q1(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q1', vector) def test_tpcds_q2(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q2', vector) def test_tpcds_q3(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q3', vector) def test_tpcds_q4(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q4', vector) def test_tpcds_q5(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q5', vector) def test_tpcds_q6(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q6', vector) def test_tpcds_q7(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q7', vector) def test_tpcds_q8(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q8', vector) def test_tpcds_q9(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q9', vector) def test_tpcds_q10a(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q10a', vector) def test_tpcds_q11(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q11', vector) def test_tpcds_q12(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q12', vector) def test_tpcds_q13(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q13', vector) def test_tpcds_q14_1(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q14-1', vector) def test_tpcds_q14_2(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q14-2', vector) def test_tpcds_q15(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q15', vector) def test_tpcds_q16(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q16', vector) def test_tpcds_q17(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q17', vector) def test_tpcds_q18(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q18', vector) def test_tpcds_q18a(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q18a', vector) def test_tpcds_q19(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q19', vector) def test_tpcds_q20(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q20', vector) def test_tpcds_q21(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q21', vector) def test_tpcds_q22(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q22', vector) def test_tpcds_q22a(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q22a', vector) def test_tpcds_q23_1(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q23-1', vector) def test_tpcds_q23_2(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q23-2', vector) def test_tpcds_q24_1(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q24-1', vector) def test_tpcds_q24_2(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q24-2', vector) def test_tpcds_q25(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q25', vector) def test_tpcds_q26(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q26', vector) def test_tpcds_q27(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q27', vector) def test_tpcds_q28(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q28', vector) def test_tpcds_q29(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q29', vector) def test_tpcds_q30(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q30', vector) def test_tpcds_q31(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q31', vector) def test_tpcds_q32(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q32', vector) def test_tpcds_q33(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q33', vector) def test_tpcds_q34(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q34', vector) def test_tpcds_q35(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q35a', vector) def test_tpcds_q36(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q36', vector) def test_tpcds_q37(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q37', vector) def test_tpcds_q38(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q38', vector) def test_tpcds_q39_1(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q39-1', vector) def test_tpcds_q39_2(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q39-2', vector) def test_tpcds_q40(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q40', vector) def test_tpcds_q41(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q41', vector) def test_tpcds_q42(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q42', vector) def test_tpcds_q43(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q43', vector) def test_tpcds_q44(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q44', vector) def test_tpcds_q45(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q45', vector) def test_tpcds_q46(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q46', vector) def test_tpcds_q47(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q47', vector) def test_tpcds_q48(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q48', vector) def test_tpcds_q49(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q49', vector) def test_tpcds_q50(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q50', vector) def test_tpcds_q51(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q51', vector) def test_tpcds_q51a(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q51a', vector) def test_tpcds_q52(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q52', vector) def test_tpcds_q53(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q53', vector) def test_tpcds_q54(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q54', vector) def test_tpcds_q55(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q55', vector) def test_tpcds_q56(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q56', vector) def test_tpcds_q57(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q57', vector) def test_tpcds_q58(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q58', vector) def test_tpcds_q59(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q59', vector) def test_tpcds_q60(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q60', vector) def test_tpcds_q61(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q61', vector) def test_tpcds_q62(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q62', vector) def test_tpcds_q63(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q63', vector) def test_tpcds_q64(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q64', vector) def test_tpcds_q65(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q65', vector) def test_tpcds_q66(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q66', vector) def test_tpcds_q67(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q67', vector) def test_tpcds_q67a(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q67a', vector) def test_tpcds_q68(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q68', vector) def test_tpcds_q69(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q69', vector) def test_tpcds_q70(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q70', vector) def test_tpcds_q70a(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q70a', vector) def test_tpcds_q71(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q71', vector) def test_tpcds_q72(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q72', vector) def test_tpcds_q73(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q73', vector) def test_tpcds_q74(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q74', vector) def test_tpcds_q75(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q75', vector) def test_tpcds_q76(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q76', vector) def test_tpcds_q77(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q77', vector) def test_tpcds_q77a(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q77a', vector) def test_tpcds_q78(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q78', vector) def test_tpcds_q79(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q79', vector) def test_tpcds_q80(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q80', vector) def test_tpcds_q80a(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q80a', vector) def test_tpcds_q81(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q81', vector) def test_tpcds_q82(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q82', vector) def test_tpcds_q83(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q83', vector) def test_tpcds_q84(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q84', vector) def test_tpcds_q85(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q85', vector) def test_tpcds_q86(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q86', vector) def test_tpcds_q86a(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q86a', vector) def test_tpcds_q87(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q87', vector) def test_tpcds_q88(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q88', vector) def test_tpcds_q89(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q89', vector) def test_tpcds_q90(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q90', vector) def test_tpcds_q91(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q91', vector) def test_tpcds_q92(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q92', vector) def test_tpcds_q93(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q93', vector) def test_tpcds_q94(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q94', vector) def test_tpcds_q95(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q95', vector) def test_tpcds_q96(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q96', vector) def test_tpcds_q97(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q97', vector) def test_tpcds_q98(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q98', vector) def test_tpcds_q99(self, vector): self.run_test_case(self.get_workload() + '-decimal_v2-q99', vector) class TestTpcdsInsert(ImpalaTestSuite): @classmethod def get_workload(self): return TestTpcdsQuery.get_workload() + '-insert' @classmethod def add_test_dimensions(cls): super(TestTpcdsInsert, cls).add_test_dimensions() cls.ImpalaTestMatrix.add_dimension(create_single_exec_option_dimension()) cls.ImpalaTestMatrix.add_constraint(lambda v: is_supported_insert_format(v.get_value('table_format'))) def create_test_file_vars(self, vector): stored_as = FILE_FORMAT_TO_STORED_AS_MAP[vector.get_value('table_format').file_format] return {'$FILE_FORMAT': stored_as} def test_tpcds_partitioned_insert(self, vector, unique_database): self.run_test_case('partitioned-insert', vector, unique_database, test_file_vars=self.create_test_file_vars(vector)) def test_expr_insert(self, vector, unique_database): self.run_test_case('expr-insert', vector, unique_database, test_file_vars=self.create_test_file_vars(vector)) class TestTpcdsUnmodified(ImpalaTestSuite): @classmethod def get_workload(cls): return 'tpcds-unmodified' @classmethod def add_test_dimensions(cls): super(TestTpcdsUnmodified, cls).add_test_dimensions() cls.ImpalaTestMatrix.add_constraint(lambda v: v.get_value('table_format').file_format not in ['rc', 'hbase', 'kudu'] and v.get_value('table_format').compression_codec in ['none', 'snap'] and v.get_value('table_format').compression_type != 'record') if cls.exploration_strategy() != 'exhaustive': # Cut down on the execution time for these tests in core by running only # against parquet. cls.ImpalaTestMatrix.add_constraint(lambda v: v.get_value('table_format').file_format in ['parquet']) cls.ImpalaTestMatrix.add_constraint(lambda v: v.get_value('exec_option')['batch_size'] == 0) def test_tpcds_q31(self, vector): self.run_test_case('tpcds-q31', vector) def test_tpcds_q35a(self, vector): self.run_test_case('tpcds-q35a', vector) def test_tpcds_q48(self, vector): self.run_test_case('tpcds-q48', vector) def test_tpcds_q59(self, vector): self.run_test_case('tpcds-q59', vector) def test_tpcds_q89(self, vector): self.run_test_case('tpcds-q89', vector) @SkipIfDockerizedCluster.insufficient_mem_limit class TestTpcdsQueryWithProcessingCost(TestTpcdsQuery): @classmethod def get_workload(cls): return 'tpcds' @classmethod def add_test_dimensions(cls): super(TestTpcdsQueryWithProcessingCost, cls).add_test_dimensions() add_mandatory_exec_option(cls, 'compute_processing_cost', 1) add_mandatory_exec_option(cls, 'max_fragment_instances_per_node', 4) add_mandatory_exec_option(cls, 'slot_count_strategy', 'planner_cpu_ask') def test_tpcds_q51a(self, vector): """Reduce max_fragment_instances_per_node to lower memory requirement.""" new_vector = deepcopy(vector) new_vector.get_value('exec_option')['max_fragment_instances_per_node'] = 2 self.run_test_case(self.get_workload() + '-q51a', new_vector) def test_tpcds_q67a(self, vector): """Reduce max_fragment_instances_per_node to lower memory requirement.""" new_vector = deepcopy(vector) new_vector.get_value('exec_option')['max_fragment_instances_per_node'] = 2 self.run_test_case(self.get_workload() + '-q67a', new_vector) def test_unpartitioned_probe(self, vector): """Set max_fragment_instances_per_node to 2 to contrast against num_nodes.""" new_vector = deepcopy(vector) new_vector.get_value('exec_option')['max_fragment_instances_per_node'] = 2 self.run_test_case('unpartitioned-probe', new_vector) @SkipIfBuildType.dev_build @SkipIfDockerizedCluster.insufficient_mem_limit class TestTpcdsQueryForJdbcTables(ImpalaTestSuite): """TPCDS query tests for external jdbc tables.""" @classmethod def get_workload(self): return 'tpcds' @classmethod def add_test_dimensions(cls): super(TestTpcdsQueryForJdbcTables, cls).add_test_dimensions() # For exhaustive test on Jenkins, cls.exploration_strategy() returns 'core' # (IMPALA-4904, IMPALA-4914). The workaround is to get exploration strategy from # environment variable 'EXPLORATION_STRATEGY'. try: env_exploration_strategy = os.environ['EXPLORATION_STRATEGY'] except KeyError: env_exploration_strategy = '' if env_exploration_strategy != 'exhaustive' \ and cls.exploration_strategy() != 'exhaustive': pytest.skip("These tests only run in exhaustive mode.") cls.ImpalaTestMatrix.add_dimension(create_single_exec_option_dimension()) cls.ImpalaTestMatrix.add_constraint(lambda v: v.get_value('table_format').file_format == 'parquet' and v.get_value('table_format').compression_codec == 'none') add_mandatory_exec_option(cls, 'clean_dbcp_ds_cache', 'false') # Marked serially to make sure it runs first. def test_tpcds_count(self, vector): self.run_test_case('count', vector, use_db='tpcds_jdbc') def test_tpcds_q1(self, vector): self.run_test_case('tpcds-decimal_v2-q1', vector, use_db='tpcds_jdbc') def test_tpcds_q2(self, vector): self.run_test_case('tpcds-decimal_v2-q2', vector, use_db='tpcds_jdbc') def test_tpcds_q3(self, vector): self.run_test_case('tpcds-decimal_v2-q3', vector, use_db='tpcds_jdbc') def test_tpcds_q4(self, vector): self.run_test_case('tpcds-decimal_v2-q4', vector, use_db='tpcds_jdbc') def test_tpcds_q5(self, vector): self.run_test_case('tpcds-decimal_v2-q5', vector, use_db='tpcds_jdbc') def test_tpcds_q6(self, vector): self.run_test_case('tpcds-decimal_v2-q6', vector, use_db='tpcds_jdbc') def test_tpcds_q7(self, vector): self.run_test_case('tpcds-decimal_v2-q7', vector, use_db='tpcds_jdbc') def test_tpcds_q8(self, vector): self.run_test_case('tpcds-decimal_v2-q8', vector, use_db='tpcds_jdbc') def test_tpcds_q9(self, vector): self.run_test_case('tpcds-decimal_v2-q9', vector, use_db='tpcds_jdbc') def test_tpcds_q10a(self, vector): self.run_test_case('tpcds-decimal_v2-q10a', vector, use_db='tpcds_jdbc') def test_tpcds_q11(self, vector): self.run_test_case('tpcds-decimal_v2-q11', vector, use_db='tpcds_jdbc') def test_tpcds_q12(self, vector): self.run_test_case('tpcds-decimal_v2-q12', vector, use_db='tpcds_jdbc') def test_tpcds_q13(self, vector): self.run_test_case('tpcds-decimal_v2-q13', vector, use_db='tpcds_jdbc') def test_tpcds_q14_1(self, vector): self.run_test_case('tpcds-decimal_v2-q14-1', vector, use_db='tpcds_jdbc') def test_tpcds_q14_2(self, vector): self.run_test_case('tpcds-decimal_v2-q14-2', vector, use_db='tpcds_jdbc') def test_tpcds_q15(self, vector): self.run_test_case('tpcds-decimal_v2-q15', vector, use_db='tpcds_jdbc') def test_tpcds_q16(self, vector): self.run_test_case('tpcds-decimal_v2-q16', vector, use_db='tpcds_jdbc') def test_tpcds_q17(self, vector): self.run_test_case('tpcds-decimal_v2-q17', vector, use_db='tpcds_jdbc') def test_tpcds_q18(self, vector): self.run_test_case('tpcds-decimal_v2-q18', vector, use_db='tpcds_jdbc') def test_tpcds_q18a(self, vector): self.run_test_case('tpcds-decimal_v2-q18a', vector, use_db='tpcds_jdbc') def test_tpcds_q19(self, vector): self.run_test_case('tpcds-decimal_v2-q19', vector, use_db='tpcds_jdbc') def test_tpcds_q20(self, vector): self.run_test_case('tpcds-decimal_v2-q20', vector, use_db='tpcds_jdbc') def test_tpcds_q21(self, vector): self.run_test_case('tpcds-decimal_v2-q21', vector, use_db='tpcds_jdbc') def test_tpcds_q22(self, vector): self.run_test_case('tpcds-decimal_v2-q22', vector, use_db='tpcds_jdbc') def test_tpcds_q22a(self, vector): self.run_test_case('tpcds-decimal_v2-q22a', vector, use_db='tpcds_jdbc') def test_tpcds_q23_1(self, vector): self.run_test_case('tpcds-decimal_v2-q23-1', vector, use_db='tpcds_jdbc') def test_tpcds_q23_2(self, vector): self.run_test_case('tpcds-decimal_v2-q23-2', vector, use_db='tpcds_jdbc') def test_tpcds_q24_1(self, vector): self.run_test_case('tpcds-decimal_v2-q24-1', vector, use_db='tpcds_jdbc') def test_tpcds_q24_2(self, vector): self.run_test_case('tpcds-decimal_v2-q24-2', vector, use_db='tpcds_jdbc') def test_tpcds_q25(self, vector): self.run_test_case('tpcds-decimal_v2-q25', vector, use_db='tpcds_jdbc') def test_tpcds_q26(self, vector): self.run_test_case('tpcds-decimal_v2-q26', vector, use_db='tpcds_jdbc') def test_tpcds_q27(self, vector): self.run_test_case('tpcds-decimal_v2-q27', vector, use_db='tpcds_jdbc') def test_tpcds_q28(self, vector): self.run_test_case('tpcds-decimal_v2-q28', vector, use_db='tpcds_jdbc') def test_tpcds_q29(self, vector): self.run_test_case('tpcds-decimal_v2-q29', vector, use_db='tpcds_jdbc') def test_tpcds_q30(self, vector): self.run_test_case('tpcds-decimal_v2-q30', vector, use_db='tpcds_jdbc') def test_tpcds_q31(self, vector): self.run_test_case('tpcds-decimal_v2-q31', vector, use_db='tpcds_jdbc') def test_tpcds_q32(self, vector): self.run_test_case('tpcds-decimal_v2-q32', vector, use_db='tpcds_jdbc') def test_tpcds_q33(self, vector): self.run_test_case('tpcds-decimal_v2-q33', vector, use_db='tpcds_jdbc') def test_tpcds_q34(self, vector): self.run_test_case('tpcds-decimal_v2-q34', vector, use_db='tpcds_jdbc') def test_tpcds_q35a(self, vector): self.run_test_case('tpcds-decimal_v2-q35a', vector, use_db='tpcds_jdbc') def test_tpcds_q36(self, vector): self.run_test_case('tpcds-decimal_v2-q36', vector, use_db='tpcds_jdbc') def test_tpcds_q37(self, vector): self.run_test_case('tpcds-decimal_v2-q37', vector, use_db='tpcds_jdbc') def test_tpcds_q38(self, vector): self.run_test_case('tpcds-decimal_v2-q38', vector, use_db='tpcds_jdbc') def test_tpcds_q39_1(self, vector): self.run_test_case('tpcds-decimal_v2-q39-1', vector, use_db='tpcds_jdbc') def test_tpcds_q39_2(self, vector): self.run_test_case('tpcds-decimal_v2-q39-2', vector, use_db='tpcds_jdbc') def test_tpcds_q40(self, vector): self.run_test_case('tpcds-decimal_v2-q40', vector, use_db='tpcds_jdbc') def test_tpcds_q41(self, vector): self.run_test_case('tpcds-decimal_v2-q41', vector, use_db='tpcds_jdbc') def test_tpcds_q42(self, vector): self.run_test_case('tpcds-decimal_v2-q42', vector, use_db='tpcds_jdbc') def test_tpcds_q43(self, vector): self.run_test_case('tpcds-decimal_v2-q43', vector, use_db='tpcds_jdbc') def test_tpcds_q44(self, vector): self.run_test_case('tpcds-decimal_v2-q44', vector, use_db='tpcds_jdbc') def test_tpcds_q45(self, vector): self.run_test_case('tpcds-decimal_v2-q45', vector, use_db='tpcds_jdbc') def test_tpcds_q46(self, vector): self.run_test_case('tpcds-decimal_v2-q46', vector, use_db='tpcds_jdbc') def test_tpcds_q47(self, vector): self.run_test_case('tpcds-decimal_v2-q47', vector, use_db='tpcds_jdbc') def test_tpcds_q48(self, vector): self.run_test_case('tpcds-decimal_v2-q48', vector, use_db='tpcds_jdbc') def test_tpcds_q49(self, vector): self.run_test_case('tpcds-decimal_v2-q49', vector, use_db='tpcds_jdbc') def test_tpcds_q50(self, vector): self.run_test_case('tpcds-decimal_v2-q50', vector, use_db='tpcds_jdbc') def test_tpcds_q51(self, vector): self.run_test_case('tpcds-decimal_v2-q51', vector, use_db='tpcds_jdbc') def test_tpcds_q51a(self, vector): self.run_test_case('tpcds-decimal_v2-q51a', vector, use_db='tpcds_jdbc') def test_tpcds_q52(self, vector): self.run_test_case('tpcds-decimal_v2-q52', vector, use_db='tpcds_jdbc') def test_tpcds_q53(self, vector): self.run_test_case('tpcds-decimal_v2-q53', vector, use_db='tpcds_jdbc') def test_tpcds_q54(self, vector): self.run_test_case('tpcds-decimal_v2-q54', vector, use_db='tpcds_jdbc') def test_tpcds_q55(self, vector): self.run_test_case('tpcds-decimal_v2-q55', vector, use_db='tpcds_jdbc') def test_tpcds_q56(self, vector): self.run_test_case('tpcds-decimal_v2-q56', vector, use_db='tpcds_jdbc') def test_tpcds_q57(self, vector): self.run_test_case('tpcds-decimal_v2-q57', vector, use_db='tpcds_jdbc') def test_tpcds_q58(self, vector): self.run_test_case('tpcds-decimal_v2-q58', vector, use_db='tpcds_jdbc') def test_tpcds_q59(self, vector): self.run_test_case('tpcds-decimal_v2-q59', vector, use_db='tpcds_jdbc') def test_tpcds_q60(self, vector): self.run_test_case('tpcds-decimal_v2-q60', vector, use_db='tpcds_jdbc') def test_tpcds_q61(self, vector): self.run_test_case('tpcds-decimal_v2-q61', vector, use_db='tpcds_jdbc') def test_tpcds_q62(self, vector): self.run_test_case('tpcds-decimal_v2-q62', vector, use_db='tpcds_jdbc') def test_tpcds_q63(self, vector): self.run_test_case('tpcds-decimal_v2-q63', vector, use_db='tpcds_jdbc') def test_tpcds_q64(self, vector): self.run_test_case('tpcds-decimal_v2-q64', vector, use_db='tpcds_jdbc') def test_tpcds_q65(self, vector): self.run_test_case('tpcds-decimal_v2-q65', vector, use_db='tpcds_jdbc') def test_tpcds_q66(self, vector): self.run_test_case('tpcds-decimal_v2-q66', vector, use_db='tpcds_jdbc') def test_tpcds_q67(self, vector): self.run_test_case('tpcds-decimal_v2-q67', vector, use_db='tpcds_jdbc') def test_tpcds_q67a(self, vector): self.run_test_case('tpcds-decimal_v2-q67a', vector, use_db='tpcds_jdbc') def test_tpcds_q68(self, vector): self.run_test_case('tpcds-decimal_v2-q68', vector, use_db='tpcds_jdbc') def test_tpcds_q69(self, vector): self.run_test_case('tpcds-decimal_v2-q69', vector, use_db='tpcds_jdbc') def test_tpcds_q70(self, vector): self.run_test_case('tpcds-decimal_v2-q70', vector, use_db='tpcds_jdbc') def test_tpcds_q70a(self, vector): self.run_test_case('tpcds-decimal_v2-q70a', vector, use_db='tpcds_jdbc') def test_tpcds_q71(self, vector): self.run_test_case('tpcds-decimal_v2-q71', vector, use_db='tpcds_jdbc') def test_tpcds_q72(self, vector): self.run_test_case('tpcds-decimal_v2-q72', vector, use_db='tpcds_jdbc') def test_tpcds_q73(self, vector): self.run_test_case('tpcds-decimal_v2-q73', vector, use_db='tpcds_jdbc') def test_tpcds_q74(self, vector): self.run_test_case('tpcds-decimal_v2-q74', vector, use_db='tpcds_jdbc') def test_tpcds_q75(self, vector): self.run_test_case('tpcds-decimal_v2-q75', vector, use_db='tpcds_jdbc') def test_tpcds_q76(self, vector): self.run_test_case('tpcds-decimal_v2-q76', vector, use_db='tpcds_jdbc') def test_tpcds_q77(self, vector): self.run_test_case('tpcds-decimal_v2-q77', vector, use_db='tpcds_jdbc') def test_tpcds_q77a(self, vector): self.run_test_case('tpcds-decimal_v2-q77a', vector, use_db='tpcds_jdbc') def test_tpcds_q78(self, vector): self.run_test_case('tpcds-decimal_v2-q78', vector, use_db='tpcds_jdbc') def test_tpcds_q79(self, vector): self.run_test_case('tpcds-decimal_v2-q79', vector, use_db='tpcds_jdbc') def test_tpcds_q80(self, vector): self.run_test_case('tpcds-decimal_v2-q80', vector, use_db='tpcds_jdbc') def test_tpcds_q80a(self, vector): self.run_test_case('tpcds-decimal_v2-q80a', vector, use_db='tpcds_jdbc') def test_tpcds_q81(self, vector): self.run_test_case('tpcds-decimal_v2-q81', vector, use_db='tpcds_jdbc') def test_tpcds_q82(self, vector): self.run_test_case('tpcds-decimal_v2-q82', vector, use_db='tpcds_jdbc') def test_tpcds_q83(self, vector): self.run_test_case('tpcds-decimal_v2-q83', vector, use_db='tpcds_jdbc') def test_tpcds_q84(self, vector): self.run_test_case('tpcds-decimal_v2-q84', vector, use_db='tpcds_jdbc') def test_tpcds_q85(self, vector): self.run_test_case('tpcds-decimal_v2-q85', vector, use_db='tpcds_jdbc') def test_tpcds_q86(self, vector): self.run_test_case('tpcds-decimal_v2-q86', vector, use_db='tpcds_jdbc') def test_tpcds_q86a(self, vector): self.run_test_case('tpcds-decimal_v2-q86a', vector, use_db='tpcds_jdbc') def test_tpcds_q87(self, vector): self.run_test_case('tpcds-decimal_v2-q87', vector, use_db='tpcds_jdbc') def test_tpcds_q88(self, vector): self.run_test_case('tpcds-decimal_v2-q88', vector, use_db='tpcds_jdbc') def test_tpcds_q89(self, vector): self.run_test_case('tpcds-decimal_v2-q89', vector, use_db='tpcds_jdbc') def test_tpcds_q90(self, vector): self.run_test_case('tpcds-decimal_v2-q90', vector, use_db='tpcds_jdbc') def test_tpcds_q91(self, vector): self.run_test_case('tpcds-decimal_v2-q91', vector, use_db='tpcds_jdbc') def test_tpcds_q92(self, vector): self.run_test_case('tpcds-decimal_v2-q92', vector, use_db='tpcds_jdbc') def test_tpcds_q93(self, vector): self.run_test_case('tpcds-decimal_v2-q93', vector, use_db='tpcds_jdbc') def test_tpcds_q94(self, vector): self.run_test_case('tpcds-decimal_v2-q94', vector, use_db='tpcds_jdbc') def test_tpcds_q95(self, vector): self.run_test_case('tpcds-decimal_v2-q95', vector, use_db='tpcds_jdbc') def test_tpcds_q96(self, vector): self.run_test_case('tpcds-decimal_v2-q96', vector, use_db='tpcds_jdbc') def test_tpcds_q97(self, vector): self.run_test_case('tpcds-decimal_v2-q97', vector, use_db='tpcds_jdbc') def test_tpcds_q98(self, vector): self.run_test_case('tpcds-decimal_v2-q98', vector, use_db='tpcds_jdbc') def test_tpcds_q99(self, vector): self.run_test_case('tpcds-decimal_v2-q99', vector, use_db='tpcds_jdbc')