team-10/env/Lib/site-packages/pyarrow/include/arrow/memory_pool.h
2025-08-02 07:34:44 +02:00

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// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements. See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership. The ASF licenses this file
// to you 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
//
// http://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.
#pragma once
#include <atomic>
#include <cstdint>
#include <functional>
#include <memory>
#include <string>
#include "arrow/result.h"
#include "arrow/status.h"
#include "arrow/type_fwd.h"
#include "arrow/util/visibility.h"
namespace arrow {
namespace internal {
///////////////////////////////////////////////////////////////////////
// Helper tracking memory statistics
/// \brief Memory pool statistics
///
/// 64-byte aligned so that all atomic values are on the same cache line.
class alignas(64) MemoryPoolStats {
private:
// All atomics are updated according to Acquire-Release ordering.
// https://en.cppreference.com/w/cpp/atomic/memory_order#Release-Acquire_ordering
//
// max_memory_, total_allocated_bytes_, and num_allocs_ only go up (they are
// monotonically increasing) which can allow some optimizations.
std::atomic<int64_t> max_memory_{0};
std::atomic<int64_t> bytes_allocated_{0};
std::atomic<int64_t> total_allocated_bytes_{0};
std::atomic<int64_t> num_allocs_{0};
public:
int64_t max_memory() const { return max_memory_.load(std::memory_order_acquire); }
int64_t bytes_allocated() const {
return bytes_allocated_.load(std::memory_order_acquire);
}
int64_t total_bytes_allocated() const {
return total_allocated_bytes_.load(std::memory_order_acquire);
}
int64_t num_allocations() const { return num_allocs_.load(std::memory_order_acquire); }
inline void DidAllocateBytes(int64_t size) {
// Issue the load before everything else. max_memory_ is monotonically increasing,
// so we can use a relaxed load before the read-modify-write.
auto max_memory = max_memory_.load(std::memory_order_relaxed);
const auto old_bytes_allocated =
bytes_allocated_.fetch_add(size, std::memory_order_acq_rel);
// Issue store operations on values that we don't depend on to proceed
// with execution. When done, max_memory and old_bytes_allocated have
// a higher chance of being available on CPU registers. This also has the
// nice side-effect of putting 3 atomic stores close to each other in the
// instruction stream.
total_allocated_bytes_.fetch_add(size, std::memory_order_acq_rel);
num_allocs_.fetch_add(1, std::memory_order_acq_rel);
// If other threads are updating max_memory_ concurrently we leave the loop without
// updating knowing that it already reached a value even higher than ours.
const auto allocated = old_bytes_allocated + size;
while (max_memory < allocated && !max_memory_.compare_exchange_weak(
/*expected=*/max_memory, /*desired=*/allocated,
std::memory_order_acq_rel)) {
}
}
inline void DidReallocateBytes(int64_t old_size, int64_t new_size) {
if (new_size > old_size) {
DidAllocateBytes(new_size - old_size);
} else {
DidFreeBytes(old_size - new_size);
}
}
inline void DidFreeBytes(int64_t size) {
bytes_allocated_.fetch_sub(size, std::memory_order_acq_rel);
}
};
} // namespace internal
/// Base class for memory allocation on the CPU.
///
/// Besides tracking the number of allocated bytes, the allocator also should
/// take care of the required 64-byte alignment.
class ARROW_EXPORT MemoryPool {
public:
virtual ~MemoryPool() = default;
/// \brief EXPERIMENTAL. Create a new instance of the default MemoryPool
static std::unique_ptr<MemoryPool> CreateDefault();
/// Allocate a new memory region of at least size bytes.
///
/// The allocated region shall be 64-byte aligned.
Status Allocate(int64_t size, uint8_t** out) {
return Allocate(size, kDefaultBufferAlignment, out);
}
/// Allocate a new memory region of at least size bytes aligned to alignment.
virtual Status Allocate(int64_t size, int64_t alignment, uint8_t** out) = 0;
/// Resize an already allocated memory section.
///
/// As by default most default allocators on a platform don't support aligned
/// reallocation, this function can involve a copy of the underlying data.
virtual Status Reallocate(int64_t old_size, int64_t new_size, int64_t alignment,
uint8_t** ptr) = 0;
Status Reallocate(int64_t old_size, int64_t new_size, uint8_t** ptr) {
return Reallocate(old_size, new_size, kDefaultBufferAlignment, ptr);
}
/// Free an allocated region.
///
/// @param buffer Pointer to the start of the allocated memory region
/// @param size Allocated size located at buffer. An allocator implementation
/// may use this for tracking the amount of allocated bytes as well as for
/// faster deallocation if supported by its backend.
/// @param alignment The alignment of the allocation. Defaults to 64 bytes.
virtual void Free(uint8_t* buffer, int64_t size, int64_t alignment) = 0;
void Free(uint8_t* buffer, int64_t size) {
Free(buffer, size, kDefaultBufferAlignment);
}
/// Return unused memory to the OS
///
/// Only applies to allocators that hold onto unused memory. This will be
/// best effort, a memory pool may not implement this feature or may be
/// unable to fulfill the request due to fragmentation.
virtual void ReleaseUnused() {}
/// Print statistics
///
/// Print allocation statistics on stderr. The output format is
/// implementation-specific. Not all memory pools implement this method.
virtual void PrintStats() {}
/// The number of bytes that were allocated and not yet free'd through
/// this allocator.
virtual int64_t bytes_allocated() const = 0;
/// Return peak memory allocation in this memory pool
///
/// \return Maximum bytes allocated. If not known (or not implemented),
/// returns -1
virtual int64_t max_memory() const;
/// The number of bytes that were allocated.
virtual int64_t total_bytes_allocated() const = 0;
/// The number of allocations or reallocations that were requested.
virtual int64_t num_allocations() const = 0;
/// The name of the backend used by this MemoryPool (e.g. "system" or "jemalloc").
virtual std::string backend_name() const = 0;
protected:
MemoryPool() = default;
};
class ARROW_EXPORT LoggingMemoryPool : public MemoryPool {
public:
explicit LoggingMemoryPool(MemoryPool* pool);
~LoggingMemoryPool() override = default;
using MemoryPool::Allocate;
using MemoryPool::Free;
using MemoryPool::Reallocate;
Status Allocate(int64_t size, int64_t alignment, uint8_t** out) override;
Status Reallocate(int64_t old_size, int64_t new_size, int64_t alignment,
uint8_t** ptr) override;
void Free(uint8_t* buffer, int64_t size, int64_t alignment) override;
void ReleaseUnused() override;
void PrintStats() override;
int64_t bytes_allocated() const override;
int64_t max_memory() const override;
int64_t total_bytes_allocated() const override;
int64_t num_allocations() const override;
std::string backend_name() const override;
private:
MemoryPool* pool_;
};
/// Derived class for memory allocation.
///
/// Tracks the number of bytes and maximum memory allocated through its direct
/// calls. Actual allocation is delegated to MemoryPool class.
class ARROW_EXPORT ProxyMemoryPool : public MemoryPool {
public:
explicit ProxyMemoryPool(MemoryPool* pool);
~ProxyMemoryPool() override;
using MemoryPool::Allocate;
using MemoryPool::Free;
using MemoryPool::Reallocate;
Status Allocate(int64_t size, int64_t alignment, uint8_t** out) override;
Status Reallocate(int64_t old_size, int64_t new_size, int64_t alignment,
uint8_t** ptr) override;
void Free(uint8_t* buffer, int64_t size, int64_t alignment) override;
void ReleaseUnused() override;
void PrintStats() override;
int64_t bytes_allocated() const override;
int64_t max_memory() const override;
int64_t total_bytes_allocated() const override;
int64_t num_allocations() const override;
std::string backend_name() const override;
private:
class ProxyMemoryPoolImpl;
std::unique_ptr<ProxyMemoryPoolImpl> impl_;
};
/// \brief Return a process-wide memory pool based on the system allocator.
ARROW_EXPORT MemoryPool* system_memory_pool();
/// \brief Return a process-wide memory pool based on jemalloc.
///
/// May return NotImplemented if jemalloc is not available.
ARROW_EXPORT Status jemalloc_memory_pool(MemoryPool** out);
/// \brief Set jemalloc memory page purging behavior for future-created arenas
/// to the indicated number of milliseconds. See dirty_decay_ms and
/// muzzy_decay_ms options in jemalloc for a description of what these do. The
/// default is configured to 1000 (1 second) which releases memory more
/// aggressively to the operating system than the jemalloc default of 10
/// seconds. If you set the value to 0, dirty / muzzy pages will be released
/// immediately rather than with a time decay, but this may reduce application
/// performance.
ARROW_EXPORT
Status jemalloc_set_decay_ms(int ms);
/// \brief Get basic statistics from jemalloc's mallctl.
/// See the MALLCTL NAMESPACE section in jemalloc project documentation for
/// available stats.
ARROW_EXPORT
Result<int64_t> jemalloc_get_stat(const char* name);
/// \brief Reset the counter for peak bytes allocated in the calling thread to zero.
/// This affects subsequent calls to thread.peak.read, but not the values returned by
/// thread.allocated or thread.deallocated.
ARROW_EXPORT
Status jemalloc_peak_reset();
/// \brief Print summary statistics in human-readable form to stderr.
/// See malloc_stats_print documentation in jemalloc project documentation for
/// available opt flags.
ARROW_EXPORT
Status jemalloc_stats_print(const char* opts = "");
/// \brief Print summary statistics in human-readable form using a callback
/// See malloc_stats_print documentation in jemalloc project documentation for
/// available opt flags.
ARROW_EXPORT
Status jemalloc_stats_print(std::function<void(const char*)> write_cb,
const char* opts = "");
/// \brief Get summary statistics in human-readable form.
/// See malloc_stats_print documentation in jemalloc project documentation for
/// available opt flags.
ARROW_EXPORT
Result<std::string> jemalloc_stats_string(const char* opts = "");
/// \brief Return a process-wide memory pool based on mimalloc.
///
/// May return NotImplemented if mimalloc is not available.
ARROW_EXPORT Status mimalloc_memory_pool(MemoryPool** out);
/// \brief Return the names of the backends supported by this Arrow build.
ARROW_EXPORT std::vector<std::string> SupportedMemoryBackendNames();
} // namespace arrow