Browse Source
SQUASHME: Change cuckoocache to only work for powers of two, to avoid mod operator SQUASHME: Update Documentation and simplify logarithm logic SQUASHME: OSX Build Errors SQUASHME: minor Feedback from sipa + bluematt SQUASHME: DOCONLY: Clarify a few comments.0.14
Jeremy Rubin
8 years ago
5 changed files with 506 additions and 41 deletions
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// Copyright (c) 2016 Jeremy Rubin
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// Distributed under the MIT software license, see the accompanying
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// file COPYING or http://www.opensource.org/licenses/mit-license.php.
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#ifndef _BITCOIN_CUCKOOCACHE_H_ |
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#define _BITCOIN_CUCKOOCACHE_H_ |
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#include <array> |
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#include <algorithm> |
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#include <atomic> |
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#include <cstring> |
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#include <cmath> |
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#include <memory> |
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#include <vector> |
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/** namespace CuckooCache provides high performance cache primitives
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* |
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* Summary: |
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* |
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* 1) bit_packed_atomic_flags is bit-packed atomic flags for garbage collection |
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* |
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* 2) cache is a cache which is performant in memory usage and lookup speed. It |
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* is lockfree for erase operations. Elements are lazily erased on the next |
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* insert. |
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*/ |
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namespace CuckooCache |
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{ |
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/** bit_packed_atomic_flags implements a container for garbage collection flags
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* that is only thread unsafe on calls to setup. This class bit-packs collection |
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* flags for memory efficiency. |
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* |
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* All operations are std::memory_order_relaxed so external mechanisms must |
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* ensure that writes and reads are properly synchronized. |
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* |
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* On setup(n), all bits up to n are marked as collected. |
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* |
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* Under the hood, because it is an 8-bit type, it makes sense to use a multiple |
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* of 8 for setup, but it will be safe if that is not the case as well. |
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* |
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*/ |
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class bit_packed_atomic_flags |
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{ |
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std::unique_ptr<std::atomic<uint8_t>[]> mem; |
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public: |
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/** No default constructor as there must be some size */ |
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bit_packed_atomic_flags() = delete; |
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/**
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* bit_packed_atomic_flags constructor creates memory to sufficiently |
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* keep track of garbage collection information for size entries. |
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* |
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* @param size the number of elements to allocate space for |
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* |
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* @post bit_set, bit_unset, and bit_is_set function properly forall x. x < |
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* size |
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* @post All calls to bit_is_set (without subsequent bit_unset) will return |
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* true. |
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*/ |
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bit_packed_atomic_flags(uint32_t size) |
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{ |
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// pad out the size if needed
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size = (size + 7) / 8; |
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mem.reset(new std::atomic<uint8_t>[size]); |
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for (uint32_t i = 0; i < size; ++i) |
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mem[i].store(0xFF); |
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}; |
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/** setup marks all entries and ensures that bit_packed_atomic_flags can store
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* at least size entries |
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* |
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* @param b the number of elements to allocate space for |
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* @post bit_set, bit_unset, and bit_is_set function properly forall x. x < |
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* b |
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* @post All calls to bit_is_set (without subsequent bit_unset) will return |
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* true. |
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*/ |
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inline void setup(uint32_t b) |
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{ |
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bit_packed_atomic_flags d(b); |
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std::swap(mem, d.mem); |
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} |
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/** bit_set sets an entry as discardable.
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* |
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* @param s the index of the entry to bit_set. |
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* @post immediately subsequent call (assuming proper external memory |
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* ordering) to bit_is_set(s) == true. |
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* |
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*/ |
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inline void bit_set(uint32_t s) |
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{ |
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mem[s >> 3].fetch_or(1 << (s & 7), std::memory_order_relaxed); |
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} |
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/** bit_unset marks an entry as something that should not be overwritten
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* |
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* @param s the index of the entry to bit_unset. |
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* @post immediately subsequent call (assuming proper external memory |
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* ordering) to bit_is_set(s) == false. |
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*/ |
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inline void bit_unset(uint32_t s) |
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{ |
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mem[s >> 3].fetch_and(~(1 << (s & 7)), std::memory_order_relaxed); |
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} |
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/** bit_is_set queries the table for discardability at s
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* |
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* @param s the index of the entry to read. |
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* @returns if the bit at index s was set. |
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* */ |
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inline bool bit_is_set(uint32_t s) const |
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{ |
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return (1 << (s & 7)) & mem[s >> 3].load(std::memory_order_relaxed); |
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} |
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}; |
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/** cache implements a cache with properties similar to a cuckoo-set
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* |
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* The cache is able to hold up to (~(uint32_t)0) - 1 elements. |
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* |
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* Read Operations: |
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* - contains(*, false) |
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* |
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* Read+Erase Operations: |
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* - contains(*, true) |
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* |
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* Erase Operations: |
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* - allow_erase() |
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* |
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* Write Operations: |
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* - setup() |
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* - setup_bytes() |
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* - insert() |
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* - please_keep() |
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* |
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* Synchronization Free Operations: |
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* - invalid() |
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* - compute_hashes() |
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* |
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* User Must Guarantee: |
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* |
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* 1) Write Requires synchronized access (e.g., a lock) |
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* 2) Read Requires no concurrent Write, synchronized with the last insert. |
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* 3) Erase requires no concurrent Write, synchronized with last insert. |
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* 4) An Erase caller must release all memory before allowing a new Writer. |
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* |
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* |
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* Note on function names: |
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* - The name "allow_erase" is used because the real discard happens later. |
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* - The name "please_keep" is used because elements may be erased anyways on insert. |
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* |
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* @tparam Element should be a movable and copyable type |
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* @tparam Hash should be a function/callable which takes a template parameter |
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* hash_select and an Element and extracts a hash from it. Should return |
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* high-entropy hashes for `Hash h; h<0>(e) ... h<7>(e)`. |
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*/ |
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template <typename Element, typename Hash> |
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class cache |
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{ |
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private: |
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/** table stores all the elements */ |
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std::vector<Element> table; |
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/** size stores the total available slots in the hash table */ |
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uint32_t size; |
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/** The bit_packed_atomic_flags array is marked mutable because we want
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* garbage collection to be allowed to occur from const methods */ |
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mutable bit_packed_atomic_flags collection_flags; |
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/** epoch_flags tracks how recently an element was inserted into
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* the cache. true denotes recent, false denotes not-recent. See insert() |
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* method for full semantics. |
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*/ |
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mutable std::vector<bool> epoch_flags; |
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/** epoch_heuristic_counter is used to determine when a epoch might be aged
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* & an expensive scan should be done. epoch_heuristic_counter is |
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* decremented on insert and reset to the new number of inserts which would |
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* cause the epoch to reach epoch_size when it reaches zero. |
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*/ |
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uint32_t epoch_heuristic_counter; |
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/** epoch_size is set to be the number of elements supposed to be in a
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* epoch. When the number of non-erased elements in a epoch |
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* exceeds epoch_size, a new epoch should be started and all |
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* current entries demoted. epoch_size is set to be 45% of size because |
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* we want to keep load around 90%, and we support 3 epochs at once -- |
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* one "dead" which has been erased, one "dying" which has been marked to be |
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* erased next, and one "living" which new inserts add to. |
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*/ |
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uint32_t epoch_size; |
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/** hash_mask should be set to appropriately mask out a hash such that every
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* masked hash is [0,size), eg, if floor(log2(size)) == 20, then hash_mask |
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* should be (1<<20)-1 |
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*/ |
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uint32_t hash_mask; |
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/** depth_limit determines how many elements insert should try to replace.
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* Should be set to log2(n)*/ |
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uint8_t depth_limit; |
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/** hash_function is a const instance of the hash function. It cannot be
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* static or initialized at call time as it may have internal state (such as |
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* a nonce). |
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* */ |
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const Hash hash_function; |
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/** compute_hashes is convenience for not having to write out this
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* expression everywhere we use the hash values of an Element. |
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* |
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* @param e the element whose hashes will be returned |
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* @returns std::array<uint32_t, 8> of deterministic hashes derived from e |
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*/ |
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inline std::array<uint32_t, 8> compute_hashes(const Element& e) const |
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{ |
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return {{hash_function.template operator()<0>(e) & hash_mask, |
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hash_function.template operator()<1>(e) & hash_mask, |
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hash_function.template operator()<2>(e) & hash_mask, |
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hash_function.template operator()<3>(e) & hash_mask, |
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hash_function.template operator()<4>(e) & hash_mask, |
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hash_function.template operator()<5>(e) & hash_mask, |
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hash_function.template operator()<6>(e) & hash_mask, |
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hash_function.template operator()<7>(e) & hash_mask}}; |
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} |
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/* end
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* @returns a constexpr index that can never be inserted to */ |
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constexpr uint32_t invalid() const |
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{ |
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return ~(uint32_t)0; |
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} |
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/** allow_erase marks the element at index n as discardable. Threadsafe
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* without any concurrent insert. |
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* @param n the index to allow erasure of |
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*/ |
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inline void allow_erase(uint32_t n) const |
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{ |
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collection_flags.bit_set(n); |
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} |
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/** please_keep marks the element at index n as an entry that should be kept.
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* Threadsafe without any concurrent insert. |
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* @param n the index to prioritize keeping |
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*/ |
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inline void please_keep(uint32_t n) const |
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{ |
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collection_flags.bit_unset(n); |
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} |
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/** epoch_check handles the changing of epochs for elements stored in the
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* cache. epoch_check should be run before every insert. |
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* |
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* First, epoch_check decrements and checks the cheap heuristic, and then does |
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* a more expensive scan if the cheap heuristic runs out. If the expensive |
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* scan suceeds, the epochs are aged and old elements are allow_erased. The |
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* cheap heuristic is reset to retrigger after the worst case growth of the |
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* current epoch's elements would exceed the epoch_size. |
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*/ |
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void epoch_check() |
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{ |
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if (epoch_heuristic_counter != 0) { |
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--epoch_heuristic_counter; |
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return; |
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} |
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// count the number of elements from the latest epoch which
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// have not been erased.
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uint32_t epoch_unused_count = 0; |
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for (uint32_t i = 0; i < size; ++i) |
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epoch_unused_count += epoch_flags[i] && |
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!collection_flags.bit_is_set(i); |
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// If there are more non-deleted entries in the current epoch than the
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// epoch size, then allow_erase on all elements in the old epoch (marked
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// false) and move all elements in the current epoch to the old epoch
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// but do not call allow_erase on their indices.
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if (epoch_unused_count >= epoch_size) { |
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for (uint32_t i = 0; i < size; ++i) |
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if (epoch_flags[i]) |
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epoch_flags[i] = false; |
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else |
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allow_erase(i); |
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epoch_heuristic_counter = epoch_size; |
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} else |
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// reset the epoch_heuristic_counter to next do a scan when worst
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// case behavior (no intermittent erases) would exceed epoch size,
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// with a reasonable minimum scan size.
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// Ordinarily, we would have to sanity check std::min(epoch_size,
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// epoch_unused_count), but we already know that `epoch_unused_count
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// < epoch_size` in this branch
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epoch_heuristic_counter = std::max(1u, std::max(epoch_size / 16, |
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epoch_size - epoch_unused_count)); |
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} |
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public: |
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/** You must always construct a cache with some elements via a subsequent
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* call to setup or setup_bytes, otherwise operations may segfault. |
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*/ |
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cache() : table(), size(), collection_flags(0), epoch_flags(), |
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epoch_heuristic_counter(), epoch_size(), depth_limit(0), hash_function() |
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{ |
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} |
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/** setup initializes the container to store no more than new_size
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* elements. setup rounds down to a power of two size. |
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* |
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* setup should only be called once. |
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* |
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* @param new_size the desired number of elements to store |
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* @returns the maximum number of elements storable |
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**/ |
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uint32_t setup(uint32_t new_size) |
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{ |
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// depth_limit must be at least one otherwise errors can occur.
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depth_limit = static_cast<uint8_t>(std::log2(static_cast<float>(std::max((uint32_t)2, new_size)))); |
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size = 1 << depth_limit; |
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hash_mask = size-1; |
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table.resize(size); |
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collection_flags.setup(size); |
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epoch_flags.resize(size); |
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// Set to 45% as described above
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epoch_size = std::max((uint32_t)1, (45 * size) / 100); |
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// Initially set to wait for a whole epoch
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epoch_heuristic_counter = epoch_size; |
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return size; |
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} |
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/** setup_bytes is a convenience function which accounts for internal memory
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* usage when deciding how many elements to store. It isn't perfect because |
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* it doesn't account for any overhead (struct size, MallocUsage, collection |
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* and epoch flags). This was done to simplify selecting a power of two |
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* size. In the expected use case, an extra two bits per entry should be |
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* negligible compared to the size of the elements. |
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* |
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* @param bytes the approximate number of bytes to use for this data |
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* structure. |
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* @returns the maximum number of elements storable (see setup() |
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* documentation for more detail) |
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*/ |
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uint32_t setup_bytes(size_t bytes) |
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{ |
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return setup(bytes/sizeof(Element)); |
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} |
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/** insert loops at most depth_limit times trying to insert a hash
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* at various locations in the table via a variant of the Cuckoo Algorithm |
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* with eight hash locations. |
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* |
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* It drops the last tried element if it runs out of depth before |
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* encountering an open slot. |
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* |
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* Thus |
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* |
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* insert(x); |
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* return contains(x, false); |
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* |
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* is not guaranteed to return true. |
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* |
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* @param e the element to insert |
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* @post one of the following: All previously inserted elements and e are |
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* now in the table, one previously inserted element is evicted from the |
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* table, the entry attempted to be inserted is evicted. |
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* |
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*/ |
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inline void insert(Element e) |
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{ |
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epoch_check(); |
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uint32_t last_loc = invalid(); |
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bool last_epoch = true; |
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std::array<uint32_t, 8> locs = compute_hashes(e); |
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// Make sure we have not already inserted this element
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// If we have, make sure that it does not get deleted
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for (uint32_t loc : locs) |
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if (table[loc] == e) { |
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please_keep(loc); |
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epoch_flags[loc] = last_epoch; |
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return; |
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} |
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for (uint8_t depth = 0; depth < depth_limit; ++depth) { |
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// First try to insert to an empty slot, if one exists
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for (uint32_t loc : locs) { |
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if (!collection_flags.bit_is_set(loc)) |
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continue; |
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table[loc] = std::move(e); |
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please_keep(loc); |
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epoch_flags[loc] = last_epoch; |
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return; |
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} |
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/** Swap with the element at the location that was
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* not the last one looked at. Example: |
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* |
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* 1) On first iteration, last_loc == invalid(), find returns last, so |
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* last_loc defaults to locs[0]. |
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* 2) On further iterations, where last_loc == locs[k], last_loc will |
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* go to locs[k+1 % 8], i.e., next of the 8 indicies wrapping around |
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* to 0 if needed. |
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* |
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* This prevents moving the element we just put in. |
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* |
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* The swap is not a move -- we must switch onto the evicted element |
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* for the next iteration. |
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*/ |
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last_loc = locs[(1 + (std::find(locs.begin(), locs.end(), last_loc) - locs.begin())) & 7]; |
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std::swap(table[last_loc], e); |
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// Can't std::swap a std::vector<bool>::reference and a bool&.
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bool epoch = last_epoch; |
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last_epoch = epoch_flags[last_loc]; |
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epoch_flags[last_loc] = epoch; |
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// Recompute the locs -- unfortunately happens one too many times!
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locs = compute_hashes(e); |
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} |
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} |
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/* contains iterates through the hash locations for a given element
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* and checks to see if it is present. |
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* |
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* contains does not check garbage collected state (in other words, |
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* garbage is only collected when the space is needed), so: |
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* |
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* insert(x); |
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* if (contains(x, true)) |
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* return contains(x, false); |
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* else |
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* return true; |
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* |
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* executed on a single thread will always return true! |
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* |
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* This is a great property for re-org performance for example. |
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* |
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* contains returns a bool set true if the element was found. |
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* |
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* @param e the element to check |
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* @param erase |
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* |
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* @post if erase is true and the element is found, then the garbage collect |
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* flag is set |
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* @returns true if the element is found, false otherwise |
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*/ |
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inline bool contains(const Element& e, const bool erase) const |
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{ |
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std::array<uint32_t, 8> locs = compute_hashes(e); |
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for (uint32_t loc : locs) |
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if (table[loc] == e) { |
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if (erase) |
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allow_erase(loc); |
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return true; |
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} |
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return false; |
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} |
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}; |
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} // namespace CuckooCache
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#endif |
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