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#pragma once
#include <Core/NamesAndTypes.h>
#include <Storages/MergeTree/MergeTreeBaseSelectProcessor.h>
#include <Storages/MergeTree/MergeTreeBlockReadUtils.h>
#include <Storages/MergeTree/MergeTreeData.h>
#include <Storages/MergeTree/RangesInDataPart.h>
#include <Storages/MergeTree/RequestResponse.h>
#include <Storages/MergeTree/IMergeTreeReadPool.h>
#include <Storages/SelectQueryInfo.h>
#include <Storages/MergeTree/AlterConversions.h>
#include <Interpreters/Context_fwd.h>
#include <mutex>
namespace DB
{
/** Provides read tasks for MergeTreeThreadSelectProcessor`s in fine-grained batches, allowing for more
* uniform distribution of work amongst multiple threads. All parts and their ranges are divided into `threads`
* workloads with at most `sum_marks / threads` marks. Then, threads are performing reads from these workloads
* in "sequential" manner, requesting work in small batches. As soon as some thread has exhausted
* it's workload, it either is signaled that no more work is available (`do_not_steal_tasks == false`) or
* continues taking small batches from other threads' workloads (`do_not_steal_tasks == true`).
*/
class MergeTreeReadPool : public IMergeTreeReadPool
{
public:
struct BackoffSettings;
MergeTreeReadPool(
size_t threads_,
size_t sum_marks_,
size_t min_marks_for_concurrent_read_,
RangesInDataParts && parts_,
const StorageSnapshotPtr & storage_snapshot_,
const PrewhereInfoPtr & prewhere_info_,
const ExpressionActionsSettings & actions_settings_,
const MergeTreeReaderSettings & reader_settings_,
const Names & column_names_,
const Names & virtual_column_names_,
ContextPtr context_,
bool do_not_steal_tasks_ = false);
~MergeTreeReadPool() override = default;
MergeTreeReadTaskPtr getTask(size_t thread) override;
/** Each worker could call this method and pass information about read performance.
* If read performance is too low, pool could decide to lower number of threads: do not assign more tasks to several threads.
* This allows to overcome excessive load to disk subsystem, when reads are not from page cache.
*/
void profileFeedback(ReadBufferFromFileBase::ProfileInfo info) override;
Block getHeader() const override;
/** Pull could dynamically lower (backoff) number of threads, if read operation are too slow.
* Settings for that backoff.
*/
struct BackoffSettings
{
/// Pay attention only to reads, that took at least this amount of time. If set to 0 - means backoff is disabled.
size_t min_read_latency_ms = 1000;
/// Count events, when read throughput is less than specified bytes per second.
size_t max_throughput = 1048576;
/// Do not pay attention to event, if not enough time passed since previous event.
size_t min_interval_between_events_ms = 1000;
/// Number of events to do backoff - to lower number of threads in pool.
size_t min_events = 2;
/// Try keeping the minimal number of threads in pool.
size_t min_concurrency = 1;
/// Constants above is just an example.
explicit BackoffSettings(const Settings & settings)
: min_read_latency_ms(settings.read_backoff_min_latency_ms.totalMilliseconds()),
max_throughput(settings.read_backoff_max_throughput),
min_interval_between_events_ms(settings.read_backoff_min_interval_between_events_ms.totalMilliseconds()),
min_events(settings.read_backoff_min_events),
min_concurrency(settings.read_backoff_min_concurrency) {}
BackoffSettings() : min_read_latency_ms(0) {}
};
struct PerPartParams
{
MergeTreeReadTaskColumns task_columns;
NameSet column_name_set;
MergeTreeBlockSizePredictorPtr size_predictor;
RangesInDataPart data_part;
};
static std::vector<size_t> fillPerPartInfo(
const RangesInDataParts & parts,
const StorageSnapshotPtr & storage_snapshot,
std::vector<bool> & is_part_on_remote_disk,
bool & predict_block_size_bytes,
const Names & column_names,
const Names & virtual_column_names,
const PrewhereInfoPtr & prewhere_info,
const ExpressionActionsSettings & actions_settings_,
const MergeTreeReaderSettings & reader_settings_,
std::vector<MergeTreeReadPool::PerPartParams> & per_part_params);
private:
void fillPerThreadInfo(
size_t threads, size_t sum_marks, std::vector<size_t> per_part_sum_marks,
const RangesInDataParts & parts);
/// Initialized in constructor
StorageSnapshotPtr storage_snapshot;
const Names column_names;
const Names virtual_column_names;
size_t min_marks_for_concurrent_read{0};
PrewhereInfoPtr prewhere_info;
ExpressionActionsSettings actions_settings;
MergeTreeReaderSettings reader_settings;
RangesInDataParts parts_ranges;
bool predict_block_size_bytes;
bool do_not_steal_tasks;
bool merge_tree_use_const_size_tasks_for_remote_reading = false;
std::vector<PerPartParams> per_part_params;
std::vector<bool> is_part_on_remote_disk;
BackoffSettings backoff_settings;
mutable std::mutex mutex;
/// State to track numbers of slow reads.
struct BackoffState
{
size_t current_threads;
Stopwatch time_since_prev_event {CLOCK_MONOTONIC_COARSE};
size_t num_events = 0;
explicit BackoffState(size_t threads) : current_threads(threads) {}
};
BackoffState backoff_state;
struct Part
{
MergeTreeData::DataPartPtr data_part;
size_t part_index_in_query;
};
std::vector<Part> parts_with_idx;
struct ThreadTask
{
struct PartIndexAndRange
{
size_t part_idx;
MarkRanges ranges;
};
std::vector<PartIndexAndRange> parts_and_ranges;
std::vector<size_t> sum_marks_in_parts;
};
std::vector<ThreadTask> threads_tasks;
std::set<size_t> remaining_thread_tasks;
Poco::Logger * log = &Poco::Logger::get("MergeTreeReadPool");
};
class MergeTreeReadPoolParallelReplicas : public IMergeTreeReadPool
{
public:
MergeTreeReadPoolParallelReplicas(
StorageSnapshotPtr storage_snapshot_,
size_t threads_,
ParallelReadingExtension extension_,
const RangesInDataParts & parts_,
const PrewhereInfoPtr & prewhere_info_,
const ExpressionActionsSettings & actions_settings_,
const MergeTreeReaderSettings & reader_settings_,
const Names & column_names_,
const Names & virtual_column_names_,
size_t min_marks_for_concurrent_read_)
: extension(extension_)
, threads(threads_)
, prewhere_info(prewhere_info_)
, actions_settings(actions_settings_)
, reader_settings(reader_settings_)
, storage_snapshot(storage_snapshot_)
, min_marks_for_concurrent_read(min_marks_for_concurrent_read_)
, column_names(column_names_)
, virtual_column_names(virtual_column_names_)
, parts_ranges(std::move(parts_))
{
MergeTreeReadPool::fillPerPartInfo(
parts_ranges, storage_snapshot, is_part_on_remote_disk,
predict_block_size_bytes, column_names, virtual_column_names, prewhere_info,
actions_settings, reader_settings, per_part_params);
extension.all_callback(InitialAllRangesAnnouncement(
CoordinationMode::Default,
parts_ranges.getDescriptions(),
extension.number_of_current_replica
));
}
~MergeTreeReadPoolParallelReplicas() override;
Block getHeader() const override;
MergeTreeReadTaskPtr getTask(size_t thread) override;
void profileFeedback(ReadBufferFromFileBase::ProfileInfo) override {}
private:
ParallelReadingExtension extension;
RangesInDataPartsDescription buffered_ranges;
size_t threads;
bool no_more_tasks_available{false};
Poco::Logger * log = &Poco::Logger::get("MergeTreeReadPoolParallelReplicas");
std::mutex mutex;
PrewhereInfoPtr prewhere_info;
ExpressionActionsSettings actions_settings;
MergeTreeReaderSettings reader_settings;
StorageSnapshotPtr storage_snapshot;
size_t min_marks_for_concurrent_read;
const Names column_names;
const Names virtual_column_names;
RangesInDataParts parts_ranges;
bool predict_block_size_bytes = false;
std::vector<bool> is_part_on_remote_disk;
std::vector<MergeTreeReadPool::PerPartParams> per_part_params;
};
using MergeTreeReadPoolParallelReplicasPtr = std::shared_ptr<MergeTreeReadPoolParallelReplicas>;
class MergeTreeInOrderReadPoolParallelReplicas : private boost::noncopyable
{
public:
MergeTreeInOrderReadPoolParallelReplicas(
RangesInDataParts parts_,
ParallelReadingExtension extension_,
CoordinationMode mode_,
size_t min_marks_for_concurrent_read_)
: parts_ranges(parts_)
, extension(extension_)
, mode(mode_)
, min_marks_for_concurrent_read(min_marks_for_concurrent_read_)
{
for (const auto & part : parts_ranges)
request.push_back({part.data_part->info, MarkRanges{}});
for (const auto & part : parts_ranges)
buffered_tasks.push_back({part.data_part->info, MarkRanges{}});
extension.all_callback(InitialAllRangesAnnouncement(
mode,
parts_ranges.getDescriptions(),
extension.number_of_current_replica
));
}
MarkRanges getNewTask(RangesInDataPartDescription description);
RangesInDataParts parts_ranges;
ParallelReadingExtension extension;
CoordinationMode mode;
size_t min_marks_for_concurrent_read{0};
bool no_more_tasks{false};
RangesInDataPartsDescription request;
RangesInDataPartsDescription buffered_tasks;
std::mutex mutex;
};
using MergeTreeInOrderReadPoolParallelReplicasPtr = std::shared_ptr<MergeTreeInOrderReadPoolParallelReplicas>;
}
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