Coverage Report

Created: 2024-11-22 21:49

/root/doris/be/src/olap/lru_cache.h
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// Copyright (c) 2011 The LevelDB Authors. All rights reserved.
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// Use of this source code is governed by a BSD-style license that can be
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// found in the LICENSE file. See the AUTHORS file for names of contributors.
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#pragma once
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#include <assert.h>
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#include <butil/macros.h>
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#include <bvar/bvar.h>
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#include <glog/logging.h>
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#include <gtest/gtest_prod.h>
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#include <stdint.h>
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#include <stdlib.h>
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#include <string.h>
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#include <atomic>
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#include <functional>
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#include <memory>
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#include <set>
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#include <string>
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#include <utility>
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#include "runtime/memory/lru_cache_value_base.h"
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#include "util/doris_metrics.h"
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#include "util/metrics.h"
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namespace doris {
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#define OLAP_CACHE_STRING_TO_BUF(cur, str, r_len)                  \
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    do {                                                           \
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        if (r_len > str.size()) {                                  \
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            memcpy(cur, str.c_str(), str.size());                  \
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            r_len -= str.size();                                   \
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            cur += str.size();                                     \
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        } else {                                                   \
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            LOG(WARNING) << "construct cache key buf not enough."; \
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            return CacheKey(nullptr, 0);                           \
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        }                                                          \
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    } while (0)
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#define OLAP_CACHE_NUMERIC_TO_BUF(cur, numeric, r_len)             \
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    do {                                                           \
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        if (r_len > sizeof(numeric)) {                             \
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            memcpy(cur, &numeric, sizeof(numeric));                \
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            r_len -= sizeof(numeric);                              \
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            cur += sizeof(numeric);                                \
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        } else {                                                   \
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            LOG(WARNING) << "construct cache key buf not enough."; \
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            return CacheKey(nullptr, 0);                           \
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        }                                                          \
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    } while (0)
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class Cache;
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class LRUCachePolicy;
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struct LRUHandle;
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enum LRUCacheType {
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    SIZE, // The capacity of cache is based on the memory size of cache entry, memory size = handle size + charge.
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    NUMBER // The capacity of cache is based on the number of cache entry, number = charge, the weight of an entry.
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};
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static constexpr LRUCacheType DEFAULT_LRU_CACHE_TYPE = LRUCacheType::SIZE;
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static constexpr uint32_t DEFAULT_LRU_CACHE_NUM_SHARDS = 32;
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static constexpr size_t DEFAULT_LRU_CACHE_ELEMENT_COUNT_CAPACITY = 0;
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class CacheKey {
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public:
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0
    CacheKey() : _data(nullptr), _size(0) {}
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    // Create a slice that refers to d[0,n-1].
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1.13M
    CacheKey(const char* d, size_t n) : _data(d), _size(n) {}
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    // Create a slice that refers to the contents of "s"
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21.5k
    CacheKey(const std::string& s) : _data(s.data()), _size(s.size()) {}
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    // Create a slice that refers to s[0,strlen(s)-1]
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42
    CacheKey(const char* s) : _data(s), _size(strlen(s)) {}
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1.15M
    ~CacheKey() {}
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    // Return a pointer to the beginning of the referenced data
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1.70M
    const char* data() const { return _data; }
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    // Return the length (in bytes) of the referenced data
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2.84M
    size_t size() const { return _size; }
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    // Return true if the length of the referenced data is zero
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0
    bool empty() const { return _size == 0; }
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    // Return the ith byte in the referenced data.
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    // REQUIRES: n < size()
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0
    char operator[](size_t n) const {
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0
        assert(n < size());
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0
        return _data[n];
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0
    }
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    // Change this slice to refer to an empty array
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0
    void clear() {
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0
        _data = nullptr;
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0
        _size = 0;
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0
    }
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    // Drop the first "n" bytes from this slice.
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0
    void remove_prefix(size_t n) {
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0
        assert(n <= size());
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0
        _data += n;
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0
        _size -= n;
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0
    }
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    // Return a string that contains the copy of the referenced data.
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0
    std::string to_string() const { return std::string(_data, _size); }
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274k
    bool operator==(const CacheKey& other) const {
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274k
        return ((size() == other.size()) && (memcmp(data(), other.data(), size()) == 0));
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274k
    }
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274k
    bool operator!=(const CacheKey& other) const { return !(*this == other); }
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0
    int compare(const CacheKey& b) const {
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0
        const size_t min_len = (_size < b._size) ? _size : b._size;
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0
        int r = memcmp(_data, b._data, min_len);
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0
        if (r == 0) {
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0
            if (_size < b._size) {
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0
                r = -1;
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0
            } else if (_size > b._size) {
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0
                r = +1;
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0
            }
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0
        }
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0
        return r;
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0
    }
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    uint32_t hash(const char* data, size_t n, uint32_t seed) const;
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    // Return true if "x" is a prefix of "*this"
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0
    bool starts_with(const CacheKey& x) const {
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0
        return ((_size >= x._size) && (memcmp(_data, x._data, x._size) == 0));
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0
    }
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private:
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806k
    uint32_t _decode_fixed32(const char* ptr) const {
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        // Load the raw bytes
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806k
        uint32_t result;
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806k
        memcpy(&result, ptr, sizeof(result)); // gcc optimizes this to a plain load
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806k
        return result;
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806k
    }
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    const char* _data = nullptr;
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    size_t _size;
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};
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// The entry with smaller CachePriority will evict firstly
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enum class CachePriority { NORMAL = 0, DURABLE = 1 };
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using CachePrunePredicate = std::function<bool(const LRUHandle*)>;
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// CacheValueTimeExtractor can extract timestamp
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// in cache value through the specified function,
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// such as last_visit_time in InvertedIndexSearcherCache::CacheValue
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using CacheValueTimeExtractor = std::function<int64_t(const void*)>;
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struct PrunedInfo {
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    int64_t pruned_count = 0;
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    int64_t pruned_size = 0;
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};
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class Cache {
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public:
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325
    Cache() {}
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    // Destroys all existing entries by calling the "deleter"
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    // function that was passed to the constructor.
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    virtual ~Cache();
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    // Opaque handle to an entry stored in the cache.
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    struct Handle {};
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    // Insert a mapping from key->value into the cache and assign it
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    // the specified charge against the total cache capacity.
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    //
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    // Returns a handle that corresponds to the mapping.  The caller
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    // must call this->release(handle) when the returned mapping is no
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    // longer needed.
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    //
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    // When the inserted entry is no longer needed, the key and
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    // value will be passed to "deleter".
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    virtual Handle* insert(const CacheKey& key, void* value, size_t charge,
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                           CachePriority priority = CachePriority::NORMAL) = 0;
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    // If the cache has no mapping for "key", returns nullptr.
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    //
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    // Else return a handle that corresponds to the mapping.  The caller
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    // must call this->release(handle) when the returned mapping is no
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    // longer needed.
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    virtual Handle* lookup(const CacheKey& key) = 0;
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    // Release a mapping returned by a previous Lookup().
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    // REQUIRES: handle must not have been released yet.
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    // REQUIRES: handle must have been returned by a method on *this.
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    virtual void release(Handle* handle) = 0;
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    // Return the value encapsulated in a handle returned by a
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    // successful lookup().
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    // REQUIRES: handle must not have been released yet.
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    // REQUIRES: handle must have been returned by a method on *this.
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    virtual void* value(Handle* handle) = 0;
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    // If the cache contains entry for key, erase it.  Note that the
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    // underlying entry will be kept around until all existing handles
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    // to it have been released.
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    virtual void erase(const CacheKey& key) = 0;
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    // Return a new numeric id.  May be used by multiple clients who are
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    // sharing the same cache to partition the key space.  Typically the
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    // client will allocate a new id at startup and prepend the id to
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    // its cache keys.
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    virtual uint64_t new_id() = 0;
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    // Remove all cache entries that are not actively in use.  Memory-constrained
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    // applications may wish to call this method to reduce memory usage.
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    // Default implementation of Prune() does nothing.  Subclasses are strongly
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    // encouraged to override the default implementation.  A future release of
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    // leveldb may change prune() to a pure abstract method.
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    // return num of entries being pruned.
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0
    virtual PrunedInfo prune() { return {0, 0}; }
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    // Same as prune(), but the entry will only be pruned if the predicate matched.
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    // NOTICE: the predicate should be simple enough, or the prune_if() function
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    // may hold lock for a long time to execute predicate.
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0
    virtual PrunedInfo prune_if(CachePrunePredicate pred, bool lazy_mode = false) { return {0, 0}; }
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    virtual int64_t get_usage() = 0;
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    virtual PrunedInfo set_capacity(size_t capacity) = 0;
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    virtual size_t get_capacity() = 0;
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    virtual size_t get_element_count() = 0;
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private:
236
    DISALLOW_COPY_AND_ASSIGN(Cache);
237
};
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// An entry is a variable length heap-allocated structure.  Entries
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// are kept in a circular doubly linked list ordered by access time.
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// Note: member variables can only be POD types and raw pointer,
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// cannot be class objects or smart pointers, because LRUHandle will be created using malloc.
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struct LRUHandle {
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    void* value = nullptr;
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    struct LRUHandle* next_hash = nullptr; // next entry in hash table
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    struct LRUHandle* next = nullptr;      // next entry in lru list
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    struct LRUHandle* prev = nullptr;      // previous entry in lru list
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    size_t charge;
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    size_t key_length;
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    size_t total_size; // Entry charge, used to limit cache capacity, LRUCacheType::SIZE including key length.
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    bool in_cache; // Whether entry is in the cache.
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    uint32_t refs;
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    uint32_t hash; // Hash of key(); used for fast sharding and comparisons
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    CachePriority priority = CachePriority::NORMAL;
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    LRUCacheType type;
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    int64_t last_visit_time; // Save the last visit time of this cache entry.
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    char key_data[1];        // Beginning of key
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    // Note! key_data must be at the end.
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562k
    CacheKey key() const {
261
        // For cheaper lookups, we allow a temporary Handle object
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        // to store a pointer to a key in "value".
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562k
        if (next == this) {
264
0
            return *(reinterpret_cast<CacheKey*>(value));
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562k
        } else {
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562k
            return CacheKey(key_data, key_length);
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562k
        }
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562k
    }
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283k
    void free() {
271
283k
        if (value != nullptr) { // value allows null pointer.
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283k
            delete (LRUCacheValueBase*)value;
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283k
        }
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283k
        ::free(this);
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283k
    }
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};
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// We provide our own simple hash tablet since it removes a whole bunch
279
// of porting hacks and is also faster than some of the built-in hash
280
// tablet implementations in some of the compiler/runtime combinations
281
// we have tested.  E.g., readrandom speeds up by ~5% over the g++
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// 4.4.3's builtin hashtable.
283
284
class HandleTable {
285
public:
286
5.72k
    HandleTable() : _length(0), _elems(0), _list(nullptr) { _resize(); }
287
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    ~HandleTable();
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    LRUHandle* lookup(const CacheKey& key, uint32_t hash);
291
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    LRUHandle* insert(LRUHandle* h);
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    // Remove element from hash table by "key" and "hash".
295
    LRUHandle* remove(const CacheKey& key, uint32_t hash);
296
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    // Remove element from hash table by "h", it would be faster
298
    // than the function above.
299
    // Return whether h is found and removed.
300
    bool remove(const LRUHandle* h);
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    uint32_t element_count() const;
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private:
305
    FRIEND_TEST(CacheTest, HandleTableTest);
306
307
    // The tablet consists of an array of buckets where each bucket is
308
    // a linked list of cache entries that hash into the bucket.
309
    uint32_t _length;
310
    uint32_t _elems;
311
    LRUHandle** _list = nullptr;
312
313
    // Return a pointer to slot that points to a cache entry that
314
    // matches key/hash.  If there is no such cache entry, return a
315
    // pointer to the trailing slot in the corresponding linked list.
316
    LRUHandle** _find_pointer(const CacheKey& key, uint32_t hash);
317
318
    void _resize();
319
};
320
321
// pair first is timestatmp, put <timestatmp, LRUHandle*> into asc set,
322
// when need to free space, can first evict the begin of the set,
323
// because the begin element's timestamp is the oldest.
324
using LRUHandleSortedSet = std::set<std::pair<int64_t, LRUHandle*>>;
325
326
// A single shard of sharded cache.
327
class LRUCache {
328
public:
329
    LRUCache(LRUCacheType type);
330
    ~LRUCache();
331
332
    // Separate from constructor so caller can easily make an array of LRUCache
333
    PrunedInfo set_capacity(size_t capacity);
334
5.72k
    void set_element_count_capacity(uint32_t element_count_capacity) {
335
5.72k
        _element_count_capacity = element_count_capacity;
336
5.72k
    }
337
338
    // Like Cache methods, but with an extra "hash" parameter.
339
    // Must call release on the returned handle pointer.
340
    Cache::Handle* insert(const CacheKey& key, uint32_t hash, void* value, size_t charge,
341
                          CachePriority priority = CachePriority::NORMAL);
342
    Cache::Handle* lookup(const CacheKey& key, uint32_t hash);
343
    void release(Cache::Handle* handle);
344
    void erase(const CacheKey& key, uint32_t hash);
345
    PrunedInfo prune();
346
    PrunedInfo prune_if(CachePrunePredicate pred, bool lazy_mode = false);
347
348
    void set_cache_value_time_extractor(CacheValueTimeExtractor cache_value_time_extractor);
349
    void set_cache_value_check_timestamp(bool cache_value_check_timestamp);
350
351
    uint64_t get_lookup_count();
352
    uint64_t get_hit_count();
353
    uint64_t get_miss_count();
354
    uint64_t get_stampede_count();
355
356
    size_t get_usage();
357
    size_t get_capacity();
358
    size_t get_element_count();
359
360
private:
361
    void _lru_remove(LRUHandle* e);
362
    void _lru_append(LRUHandle* list, LRUHandle* e);
363
    bool _unref(LRUHandle* e);
364
    void _evict_from_lru(size_t total_size, LRUHandle** to_remove_head);
365
    void _evict_from_lru_with_time(size_t total_size, LRUHandle** to_remove_head);
366
    void _evict_one_entry(LRUHandle* e);
367
    bool _check_element_count_limit();
368
369
private:
370
    LRUCacheType _type;
371
372
    // Initialized before use.
373
    size_t _capacity = 0;
374
375
    // _mutex protects the following state.
376
    std::mutex _mutex;
377
    size_t _usage = 0;
378
379
    // Dummy head of LRU list.
380
    // Entries have refs==1 and in_cache==true.
381
    // _lru_normal.prev is newest entry, _lru_normal.next is oldest entry.
382
    LRUHandle _lru_normal;
383
    // _lru_durable.prev is newest entry, _lru_durable.next is oldest entry.
384
    LRUHandle _lru_durable;
385
386
    HandleTable _table;
387
388
    uint64_t _lookup_count = 0; // number of cache lookups
389
    uint64_t _hit_count = 0;    // number of cache hits
390
    uint64_t _miss_count = 0;   // number of cache misses
391
    uint64_t _stampede_count = 0;
392
393
    CacheValueTimeExtractor _cache_value_time_extractor;
394
    bool _cache_value_check_timestamp = false;
395
    LRUHandleSortedSet _sorted_normal_entries_with_timestamp;
396
    LRUHandleSortedSet _sorted_durable_entries_with_timestamp;
397
398
    uint32_t _element_count_capacity = 0;
399
};
400
401
class ShardedLRUCache : public Cache {
402
public:
403
    virtual ~ShardedLRUCache();
404
    virtual Handle* insert(const CacheKey& key, void* value, size_t charge,
405
                           CachePriority priority = CachePriority::NORMAL) override;
406
    virtual Handle* lookup(const CacheKey& key) override;
407
    virtual void release(Handle* handle) override;
408
    virtual void erase(const CacheKey& key) override;
409
    virtual void* value(Handle* handle) override;
410
    virtual uint64_t new_id() override;
411
    PrunedInfo prune() override;
412
    PrunedInfo prune_if(CachePrunePredicate pred, bool lazy_mode = false) override;
413
    int64_t get_usage() override;
414
    size_t get_element_count() override;
415
    PrunedInfo set_capacity(size_t capacity) override;
416
    size_t get_capacity() override;
417
418
private:
419
    // LRUCache can only be created and managed with LRUCachePolicy.
420
    friend class LRUCachePolicy;
421
422
    explicit ShardedLRUCache(const std::string& name, size_t capacity, LRUCacheType type,
423
                             uint32_t num_shards, uint32_t element_count_capacity);
424
    explicit ShardedLRUCache(const std::string& name, size_t capacity, LRUCacheType type,
425
                             uint32_t num_shards,
426
                             CacheValueTimeExtractor cache_value_time_extractor,
427
                             bool cache_value_check_timestamp, uint32_t element_count_capacity);
428
429
    void update_cache_metrics() const;
430
431
private:
432
    static uint32_t _hash_slice(const CacheKey& s);
433
1.13M
    uint32_t _shard(uint32_t hash) {
434
1.13M
        return _num_shard_bits > 0 ? (hash >> (32 - _num_shard_bits)) : 0;
435
1.13M
    }
436
437
    std::string _name;
438
    const int _num_shard_bits;
439
    const uint32_t _num_shards;
440
    LRUCache** _shards = nullptr;
441
    std::atomic<uint64_t> _last_id;
442
    std::mutex _mutex;
443
    size_t _capacity {0};
444
445
    std::shared_ptr<MetricEntity> _entity;
446
    IntGauge* cache_capacity = nullptr;
447
    IntGauge* cache_usage = nullptr;
448
    IntGauge* cache_element_count = nullptr;
449
    DoubleGauge* cache_usage_ratio = nullptr;
450
    IntAtomicCounter* cache_lookup_count = nullptr;
451
    IntAtomicCounter* cache_hit_count = nullptr;
452
    IntAtomicCounter* cache_miss_count = nullptr;
453
    IntAtomicCounter* cache_stampede_count = nullptr;
454
    DoubleGauge* cache_hit_ratio = nullptr;
455
    // bvars
456
    std::unique_ptr<bvar::Adder<uint64_t>> _hit_count_bvar;
457
    std::unique_ptr<bvar::PerSecond<bvar::Adder<uint64_t>>> _hit_count_per_second;
458
    std::unique_ptr<bvar::Adder<uint64_t>> _lookup_count_bvar;
459
    std::unique_ptr<bvar::PerSecond<bvar::Adder<uint64_t>>> _lookup_count_per_second;
460
};
461
462
// Compatible with ShardedLRUCache usage, but will not actually cache.
463
class DummyLRUCache : public Cache {
464
public:
465
    // Must call release on the returned handle pointer.
466
    Handle* insert(const CacheKey& key, void* value, size_t charge,
467
                   CachePriority priority = CachePriority::NORMAL) override;
468
176
    Handle* lookup(const CacheKey& key) override { return nullptr; };
469
    void release(Handle* handle) override;
470
146
    void erase(const CacheKey& key) override {};
471
    void* value(Handle* handle) override;
472
0
    uint64_t new_id() override { return 0; };
473
0
    PrunedInfo prune() override { return {0, 0}; };
474
0
    PrunedInfo prune_if(CachePrunePredicate pred, bool lazy_mode = false) override {
475
0
        return {0, 0};
476
0
    };
477
0
    int64_t get_usage() override { return 0; };
478
0
    PrunedInfo set_capacity(size_t capacity) override { return {0, 0}; };
479
0
    size_t get_capacity() override { return 0; };
480
0
    size_t get_element_count() override { return 0; };
481
};
482
483
} // namespace doris