Coverage Report

Created: 2024-11-20 21:49

/root/doris/be/src/util/histogram.h
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// Licensed to the Apache Software Foundation (ASF) under one
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// or more contributor license agreements.  See the NOTICE file
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// distributed with this work for additional information
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// regarding copyright ownership.  The ASF licenses this file
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// to you under the Apache License, Version 2.0 (the
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// "License"); you may not use this file except in compliance
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// with the License.  You may obtain a copy of the License at
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//
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//   http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing,
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// software distributed under the License is distributed on an
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// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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// KIND, either express or implied.  See the License for the
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// specific language governing permissions and limitations
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// under the License.
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#pragma once
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#include <stddef.h>
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#include <stdint.h>
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#include <atomic>
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#include <map>
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#include <string>
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#include <vector>
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#include "common/logging.h"
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namespace doris {
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// Histogram data structure implementation:
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//
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// After construction, the 'value_index_map' will be set to:
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//
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// BucketValue: |   1   |   2   | 2*1.5 |2*1.5^2|2*1.5^3|  ...  |2*1.5^n|  ...  |UINT64MAX|
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// Index:       |   0   |   1   |   2   |   3   |   4   |  ...  |  n-1  |  ...  |   108   |
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//
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// The width of bucket is growing by 1.5 times and its initial values are 1 and 2.
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// The input value will be add to the bucket which lower bound is just greater than
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// input value. For example, input value A > 2*1.5^n and A <= 2*1.5^(n+1), A will be added
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// to the latter bucket.
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class HistogramBucketMapper {
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public:
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    HistogramBucketMapper();
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    // converts a value to the bucket index.
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    size_t index_for_value(const uint64_t& value) const;
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    // number of buckets required.
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    size_t bucket_count() const { return _bucket_values.size(); }
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    uint64_t last_value() const { return _max_bucket_value; }
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    uint64_t first_value() const { return _min_bucket_value; }
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    uint64_t bucket_limit(const size_t bucket_number) const {
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        DCHECK(bucket_number < bucket_count());
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        return _bucket_values[bucket_number];
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    }
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private:
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    std::vector<uint64_t> _bucket_values;
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    uint64_t _max_bucket_value;
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    uint64_t _min_bucket_value;
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    std::map<uint64_t, uint64_t> _value_index_map;
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};
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struct HistogramStat {
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    HistogramStat();
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    ~HistogramStat() {}
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    HistogramStat(const HistogramStat&) = delete;
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    HistogramStat& operator=(const HistogramStat&) = delete;
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    void clear();
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    bool is_empty() const;
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    void add(const uint64_t& value);
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    void merge(const HistogramStat& other);
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    uint64_t min() const { return _min.load(std::memory_order_relaxed); }
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    uint64_t max() const { return _max.load(std::memory_order_relaxed); }
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    uint64_t num() const { return _num.load(std::memory_order_relaxed); }
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    uint64_t sum() const { return _sum.load(std::memory_order_relaxed); }
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    uint64_t sum_squares() const { return _sum_squares.load(std::memory_order_relaxed); }
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    uint64_t bucket_at(size_t b) const { return _buckets[b].load(std::memory_order_relaxed); }
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    double median() const;
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    double percentile(double p) const;
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    double average() const;
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    double standard_deviation() const;
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    std::string to_string() const;
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    // To be able to use HistogramStat as thread local variable, it
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    // cannot have dynamic allocated member. That's why we're
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    // using manually values from BucketMapper
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    std::atomic<uint64_t> _min;
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    std::atomic<uint64_t> _max;
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    std::atomic<uint64_t> _num;
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    std::atomic<uint64_t> _sum;
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    std::atomic<uint64_t> _sum_squares;
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    std::atomic<uint64_t> _buckets[109]; // 109==BucketMapper::bucket_count()
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    const uint64_t _num_buckets;
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};
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} // namespace doris