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- // Copyright 2018 The Abseil Authors.
- //
- // Licensed 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
- //
- // https://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.
- //
- // This library provides APIs to debug the probing behavior of hash tables.
- //
- // In general, the probing behavior is a black box for users and only the
- // side effects can be measured in the form of performance differences.
- // These APIs give a glimpse on the actual behavior of the probing algorithms in
- // these hashtables given a specified hash function and a set of elements.
- //
- // The probe count distribution can be used to assess the quality of the hash
- // function for that particular hash table. Note that a hash function that
- // performs well in one hash table implementation does not necessarily performs
- // well in a different one.
- //
- // This library supports std::unordered_{set,map}, dense_hash_{set,map} and
- // absl::{flat,node,string}_hash_{set,map}.
- #ifndef ABSL_CONTAINER_INTERNAL_HASHTABLE_DEBUG_H_
- #define ABSL_CONTAINER_INTERNAL_HASHTABLE_DEBUG_H_
- #include <cstddef>
- #include <algorithm>
- #include <type_traits>
- #include <vector>
- #include "absl/container/internal/hashtable_debug_hooks.h"
- namespace absl {
- ABSL_NAMESPACE_BEGIN
- namespace container_internal {
- // Returns the number of probes required to lookup `key`. Returns 0 for a
- // search with no collisions. Higher values mean more hash collisions occurred;
- // however, the exact meaning of this number varies according to the container
- // type.
- template <typename C>
- size_t GetHashtableDebugNumProbes(
- const C& c, const typename C::key_type& key) {
- return absl::container_internal::hashtable_debug_internal::
- HashtableDebugAccess<C>::GetNumProbes(c, key);
- }
- // Gets a histogram of the number of probes for each elements in the container.
- // The sum of all the values in the vector is equal to container.size().
- template <typename C>
- std::vector<size_t> GetHashtableDebugNumProbesHistogram(const C& container) {
- std::vector<size_t> v;
- for (auto it = container.begin(); it != container.end(); ++it) {
- size_t num_probes = GetHashtableDebugNumProbes(
- container,
- absl::container_internal::hashtable_debug_internal::GetKey<C>(*it, 0));
- v.resize((std::max)(v.size(), num_probes + 1));
- v[num_probes]++;
- }
- return v;
- }
- struct HashtableDebugProbeSummary {
- size_t total_elements;
- size_t total_num_probes;
- double mean;
- };
- // Gets a summary of the probe count distribution for the elements in the
- // container.
- template <typename C>
- HashtableDebugProbeSummary GetHashtableDebugProbeSummary(const C& container) {
- auto probes = GetHashtableDebugNumProbesHistogram(container);
- HashtableDebugProbeSummary summary = {};
- for (size_t i = 0; i < probes.size(); ++i) {
- summary.total_elements += probes[i];
- summary.total_num_probes += probes[i] * i;
- }
- summary.mean = 1.0 * summary.total_num_probes / summary.total_elements;
- return summary;
- }
- // Returns the number of bytes requested from the allocator by the container
- // and not freed.
- template <typename C>
- size_t AllocatedByteSize(const C& c) {
- return absl::container_internal::hashtable_debug_internal::
- HashtableDebugAccess<C>::AllocatedByteSize(c);
- }
- } // namespace container_internal
- ABSL_NAMESPACE_END
- } // namespace absl
- #endif // ABSL_CONTAINER_INTERNAL_HASHTABLE_DEBUG_H_
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