// 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. #pragma once #include #include #include #include #include "udf/udf.h" namespace doris { class Counts { public: Counts() = default; inline void merge(const Counts* other) { if (other == nullptr || other->_counts.empty()) { return; } for (auto& cell : other->_counts) { increment(cell.first, cell.second); } } void increment(int64_t key, uint32_t i) { auto item = _counts.find(key); if (item != _counts.end()) { item->second += i; } else { _counts.emplace(std::make_pair(key, i)); } } uint32_t serialized_size() const { return sizeof(uint32_t) + sizeof(int64_t) * _counts.size() + sizeof(uint32_t) * _counts.size(); } void serialize(uint8_t* writer) const { uint32_t size = _counts.size(); memcpy(writer, &size, sizeof(uint32_t)); writer += sizeof(uint32_t); for (auto& cell : _counts) { memcpy(writer, &cell.first, sizeof(int64_t)); writer += sizeof(int64_t); memcpy(writer, &cell.second, sizeof(uint32_t)); writer += sizeof(uint32_t); } } void unserialize(const uint8_t* type_reader) { uint32_t size; memcpy(&size, type_reader, sizeof(uint32_t)); type_reader += sizeof(uint32_t); for (uint32_t i = 0; i < size; ++i) { int64_t key; uint32_t count; memcpy(&key, type_reader, sizeof(int64_t)); type_reader += sizeof(int64_t); memcpy(&count, type_reader, sizeof(uint32_t)); type_reader += sizeof(uint32_t); _counts.emplace(std::make_pair(key, count)); } } double get_percentile(std::vector>& counts, double position) const { long lower = long(std::floor(position)); long higher = long(std::ceil(position)); auto iter = counts.begin(); for (; iter != counts.end() && iter->second < lower + 1; ++iter) ; int64_t lower_key = iter->first; if (higher == lower) { return lower_key; } if (iter->second < higher + 1) { iter++; } int64_t higher_key = iter->first; if (lower_key == higher_key) { return lower_key; } return (higher - position) * lower_key + (position - lower) * higher_key; } double terminate(double quantile) const { if (_counts.empty()) { // Although set null here, but the value is 0.0 and the call method just // get val in aggregate_function_percentile_approx.h return 0.0; } std::vector> elems(_counts.begin(), _counts.end()); sort(elems.begin(), elems.end(), [](const std::pair l, const std::pair r) { return l.first < r.first; }); long total = 0; for (auto& cell : elems) { total += cell.second; cell.second = total; } long max_position = total - 1; double position = max_position * quantile; return get_percentile(elems, position); } private: std::unordered_map _counts; }; } // namespace doris