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ThreadedIndex.h
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ThreadedIndex.h
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/**
* Copyright (c) Facebook, Inc. and its affiliates.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
*/
#pragma once
#include "Index.h"
#include "IndexBinary.h"
#include "WorkerThread.h"
#include <memory>
#include <vector>
namespace faiss {
/// A holder of indices in a collection of threads
/// The interface to this class itself is not thread safe
template <typename IndexT>
class ThreadedIndex : public IndexT {
public:
explicit ThreadedIndex(bool threaded);
explicit ThreadedIndex(int d, bool threaded);
~ThreadedIndex() override;
/// override an index that is managed by ourselves.
/// WARNING: once an index is added, it becomes unsafe to touch it from any
/// other thread than that on which is managing it, until we are shut
/// down. Use runOnIndex to perform work on it instead.
void addIndex(IndexT* index);
/// Remove an index that is managed by ourselves.
/// This will flush all pending work on that index, and then shut
/// down its managing thread, and will remove the index.
void removeIndex(IndexT* index);
/// Run a function on all indices, in the thread that the index is
/// managed in.
/// Function arguments are (index in collection, index pointer)
void runOnIndex(std::function<void(int, IndexT*)> f);
void runOnIndex(std::function<void(int, const IndexT*)> f) const;
/// faiss::Index API
/// All indices receive the same call
void reset() override;
/// Returns the number of sub-indices
int count() const { return indices_.size(); }
/// Returns the i-th sub-index
IndexT* at(int i) { return indices_[i].first; }
/// Returns the i-th sub-index (const version)
const IndexT* at(int i) const { return indices_[i].first; }
/// Whether or not we are responsible for deleting our contained indices
bool own_fields;
protected:
/// Called just after an index is added
virtual void onAfterAddIndex(IndexT* index);
/// Called just after an index is removed
virtual void onAfterRemoveIndex(IndexT* index);
protected:
static void waitAndHandleFutures(std::vector<std::future<bool>>& v);
/// Collection of Index instances, with their managing worker thread if any
std::vector<std::pair<IndexT*, std::unique_ptr<WorkerThread>>> indices_;
/// Is this index multi-threaded?
bool isThreaded_;
};
} // namespace
#include "ThreadedIndex-inl.h"