// 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. #include #include "exprs/aggregate_functions.h" #include "testutil/function_utils.h" namespace doris { class PercentileApproxTest : public testing::Test { public: PercentileApproxTest() {} }; TEST_F(PercentileApproxTest, testSample) { FunctionUtils* futil = new FunctionUtils(); doris_udf::FunctionContext* context = futil->get_fn_ctx(); DoubleVal doubleQ(0.9); StringVal stringVal1; DoubleVal int1(1); AggregateFunctions::percentile_approx_init(context, &stringVal1); AggregateFunctions::percentile_approx_update(context, int1, doubleQ, &stringVal1); DoubleVal int2(2); AggregateFunctions::percentile_approx_update(context, int2, doubleQ, &stringVal1); StringVal s = AggregateFunctions::percentile_approx_serialize(context, stringVal1); StringVal stringVal2; AggregateFunctions::percentile_approx_init(context, &stringVal2); AggregateFunctions::percentile_approx_merge(context, s, &stringVal2); DoubleVal v = AggregateFunctions::percentile_approx_finalize(context, stringVal2); EXPECT_EQ(v.val, 2); delete futil; } TEST_F(PercentileApproxTest, testNoMerge) { FunctionUtils* futil = new FunctionUtils(); doris_udf::FunctionContext* context = futil->get_fn_ctx(); DoubleVal doubleQ(0.9); StringVal stringVal1; DoubleVal val(1); AggregateFunctions::percentile_approx_init(context, &stringVal1); AggregateFunctions::percentile_approx_update(context, val, doubleQ, &stringVal1); DoubleVal val2(2); AggregateFunctions::percentile_approx_update(context, val2, doubleQ, &stringVal1); DoubleVal v = AggregateFunctions::percentile_approx_finalize(context, stringVal1); EXPECT_EQ(v.val, 2); delete futil; } TEST_F(PercentileApproxTest, testSerialize) { FunctionUtils* futil = new FunctionUtils(); doris_udf::FunctionContext* context = futil->get_fn_ctx(); DoubleVal doubleQ(0.999); StringVal stringVal; AggregateFunctions::percentile_approx_init(context, &stringVal); for (int i = 1; i <= 100000; i++) { DoubleVal val(i); AggregateFunctions::percentile_approx_update(context, val, doubleQ, &stringVal); } StringVal serialized = AggregateFunctions::percentile_approx_serialize(context, stringVal); // mock serialize StringVal stringVal2; AggregateFunctions::percentile_approx_init(context, &stringVal2); AggregateFunctions::percentile_approx_merge(context, serialized, &stringVal2); DoubleVal v = AggregateFunctions::percentile_approx_finalize(context, stringVal2); EXPECT_DOUBLE_EQ(v.val, 99900.5); // merge init percentile stringVal3 should not change the correct result AggregateFunctions::percentile_approx_init(context, &stringVal); for (int i = 1; i <= 100000; i++) { DoubleVal val(i); AggregateFunctions::percentile_approx_update(context, val, doubleQ, &stringVal); } serialized = AggregateFunctions::percentile_approx_serialize(context, stringVal); StringVal stringVal3; AggregateFunctions::percentile_approx_init(context, &stringVal2); AggregateFunctions::percentile_approx_init(context, &stringVal3); StringVal serialized2 = AggregateFunctions::percentile_approx_serialize(context, stringVal3); AggregateFunctions::percentile_approx_merge(context, serialized, &stringVal2); AggregateFunctions::percentile_approx_merge(context, serialized2, &stringVal2); v = AggregateFunctions::percentile_approx_finalize(context, stringVal2); EXPECT_DOUBLE_EQ(v.val, 99900.5); delete futil; } TEST_F(PercentileApproxTest, testNullVale) { FunctionUtils* futil = new FunctionUtils(); doris_udf::FunctionContext* context = futil->get_fn_ctx(); DoubleVal doubleQ(0.999); StringVal stringVal; AggregateFunctions::percentile_approx_init(context, &stringVal); for (int i = 1; i <= 100000; i++) { if (i % 3 == 0) { AggregateFunctions::percentile_approx_update(context, DoubleVal::null(), doubleQ, &stringVal); } else { AggregateFunctions::percentile_approx_update(context, DoubleVal(i), doubleQ, &stringVal); } } StringVal serialized = AggregateFunctions::percentile_approx_serialize(context, stringVal); // mock serialize StringVal stringVal2; AggregateFunctions::percentile_approx_init(context, &stringVal2); AggregateFunctions::percentile_approx_merge(context, serialized, &stringVal2); DoubleVal v = AggregateFunctions::percentile_approx_finalize(context, stringVal2); EXPECT_FLOAT_EQ(v.val, 99900.665999999997); delete futil; } } // namespace doris