ClickHouse/src/Common/AsyncLoader.h

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#pragma once
#include <condition_variable>
#include <exception>
#include <memory>
#include <map>
#include <mutex>
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#include <vector>
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#include <unordered_set>
#include <unordered_map>
#include <boost/noncopyable.hpp>
#include <base/types.h>
#include <Common/CurrentMetrics.h>
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#include <Common/Priority.h>
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#include <Common/Stopwatch.h>
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#include <Common/ThreadPool_fwd.h>
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namespace Poco { class Logger; }
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namespace DB
{
class LoadJob;
using LoadJobPtr = std::shared_ptr<LoadJob>;
using LoadJobSet = std::unordered_set<LoadJobPtr>;
class LoadTask;
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using LoadTaskPtr = std::shared_ptr<LoadTask>;
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using LoadTaskPtrs = std::vector<LoadTaskPtr>;
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class AsyncLoader;
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void logAboutProgress(Poco::Logger * log, size_t processed, size_t total, AtomicStopwatch & watch);
// Execution status of a load job.
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enum class LoadStatus
{
PENDING, // Load job is not started yet.
OK, // Load job executed and was successful.
FAILED, // Load job executed and failed.
CANCELED // Load job is not going to be executed due to removal or dependency failure.
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};
// Smallest indivisible part of a loading process. Load job can have multiple dependencies, thus jobs constitute a direct acyclic graph (DAG).
// Job encapsulates a function to be executed by `AsyncLoader` as soon as job functions of all dependencies are successfully executed.
// Job can be waited for by an arbitrary number of threads. See `AsyncLoader` class description for more details.
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class LoadJob : private boost::noncopyable
{
public:
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template <class Func, class LoadJobSetType>
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LoadJob(LoadJobSetType && dependencies_, String name_, size_t pool_id_, Func && func_)
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: dependencies(std::forward<LoadJobSetType>(dependencies_))
, name(std::move(name_))
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, pool_id(pool_id_)
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, func(std::forward<Func>(func_))
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{}
// Current job status.
LoadStatus status() const;
std::exception_ptr exception() const;
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// Returns pool in which the job is executing (was executed). May differ from initial pool and from current pool.
// Value is only valid (and constant) after execution started.
size_t executionPool() const;
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// Returns current pool of the job. May differ from initial and execution pool.
// This value is intended for creating new jobs during this job execution.
// Value may change during job execution by `prioritize()`.
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size_t pool() const;
// Sync wait for a pending job to be finished: OK, FAILED or CANCELED status.
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// Throws if job is FAILED or CANCELED. Returns or throws immediately if called on non-pending job.
void wait() const;
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// Wait for a job to reach any non PENDING status.
void waitNoThrow() const noexcept;
// Returns number of threads blocked by `wait()` or `waitNoThrow()` calls.
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size_t waitersCount() const;
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// Introspection
using TimePoint = std::chrono::system_clock::time_point;
TimePoint scheduleTime() const { return schedule_time; }
TimePoint enqueueTime() const { return enqueue_time; }
TimePoint startTime() const { return start_time; }
TimePoint finishTime() const { return finish_time; }
const LoadJobSet dependencies; // Jobs to be done before this one (with ownership), it is `const` to make creation of cycles hard
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const String name;
private:
friend class AsyncLoader;
void ok();
void failed(const std::exception_ptr & ptr);
void canceled(const std::exception_ptr & ptr);
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void finish();
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void scheduled();
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void enqueued();
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void execute(size_t pool, const LoadJobPtr & self);
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std::atomic<size_t> execution_pool_id;
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std::atomic<size_t> pool_id;
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std::function<void(const LoadJobPtr & self)> func;
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mutable std::mutex mutex;
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mutable std::condition_variable finished;
mutable size_t waiters = 0;
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LoadStatus load_status{LoadStatus::PENDING};
std::exception_ptr load_exception;
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std::atomic<TimePoint> schedule_time{TimePoint{}};
std::atomic<TimePoint> enqueue_time{TimePoint{}};
std::atomic<TimePoint> start_time{TimePoint{}};
std::atomic<TimePoint> finish_time{TimePoint{}};
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};
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struct EmptyJobFunc
{
void operator()(const LoadJobPtr &) {}
};
template <class Func = EmptyJobFunc>
LoadJobPtr makeLoadJob(LoadJobSet && dependencies, String name, Func && func = EmptyJobFunc())
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{
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return std::make_shared<LoadJob>(std::move(dependencies), std::move(name), 0, std::forward<Func>(func));
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}
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template <class Func = EmptyJobFunc>
LoadJobPtr makeLoadJob(const LoadJobSet & dependencies, String name, Func && func = EmptyJobFunc())
{
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return std::make_shared<LoadJob>(dependencies, std::move(name), 0, std::forward<Func>(func));
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}
template <class Func = EmptyJobFunc>
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LoadJobPtr makeLoadJob(LoadJobSet && dependencies, size_t pool_id, String name, Func && func = EmptyJobFunc())
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{
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return std::make_shared<LoadJob>(std::move(dependencies), std::move(name), pool_id, std::forward<Func>(func));
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}
template <class Func = EmptyJobFunc>
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LoadJobPtr makeLoadJob(const LoadJobSet & dependencies, size_t pool_id, String name, Func && func = EmptyJobFunc())
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{
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return std::make_shared<LoadJob>(dependencies, std::move(name), pool_id, std::forward<Func>(func));
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}
// Represents a logically connected set of LoadJobs required to achieve some goals (final LoadJob in the set).
class LoadTask : private boost::noncopyable
{
public:
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LoadTask(AsyncLoader & loader_, LoadJobSet && jobs_, LoadJobSet && goal_jobs_ = {});
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~LoadTask();
// Merge all jobs from other task into this task.
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void merge(const LoadTaskPtr & task);
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// Schedule all jobs with AsyncLoader.
void schedule();
// Remove all jobs of this task from AsyncLoader.
void remove();
// Do not track jobs in this task.
// WARNING: Jobs will never be removed() and are going to be stored as finished jobs until ~AsyncLoader().
void detach();
// Return the final jobs in this tasks. This job subset should be used as `dependencies` for dependent jobs or tasks:
// auto load_task = loadSomethingAsync(async_loader, load_after_task.goals(), something);
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const LoadJobSet & goals() const { return goal_jobs.empty() ? jobs : goal_jobs; }
private:
friend class AsyncLoader;
AsyncLoader & loader;
LoadJobSet jobs;
LoadJobSet goal_jobs;
};
inline LoadTaskPtr makeLoadTask(AsyncLoader & loader, LoadJobSet && jobs, LoadJobSet && goals = {})
{
return std::make_shared<LoadTask>(loader, std::move(jobs), std::move(goals));
}
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inline void scheduleLoad(const LoadTaskPtr & task)
{
task->schedule();
}
inline void scheduleLoad(const LoadTaskPtrs & tasks)
{
for (const auto & task : tasks)
task->schedule();
}
template <class... Args>
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inline void scheduleLoadAll(Args && ... args)
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{
(scheduleLoad(std::forward<Args>(args)), ...);
}
inline void waitLoad(const LoadJobSet & jobs)
{
for (const auto & job : jobs)
job->wait();
}
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inline void waitLoad(const LoadTaskPtr & task)
{
waitLoad(task->goals());
}
inline void waitLoad(const LoadTaskPtrs & tasks)
{
for (const auto & task : tasks)
waitLoad(task->goals());
}
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template <class... Args>
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inline void waitLoadAll(Args && ... args)
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{
(waitLoad(std::forward<Args>(args)), ...);
}
template <class... Args>
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inline void scheduleAndWaitLoadAll(Args && ... args)
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{
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scheduleLoadAll(std::forward<Args>(args)...);
waitLoadAll(std::forward<Args>(args)...);
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}
inline LoadJobSet getGoals(const LoadTaskPtrs & tasks)
{
LoadJobSet result;
for (const auto & task : tasks)
result.insert(task->goals().begin(), task->goals().end());
return result;
}
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inline LoadJobSet getGoalsOr(const LoadTaskPtrs & tasks, const LoadJobSet & alternative)
{
LoadJobSet result;
for (const auto & task : tasks)
result.insert(task->goals().begin(), task->goals().end());
return result.empty() ? alternative : result;
}
inline LoadJobSet joinJobs(const LoadJobSet & jobs1, const LoadJobSet & jobs2)
{
LoadJobSet result;
if (!jobs1.empty())
result.insert(jobs1.begin(), jobs1.end());
if (!jobs2.empty())
result.insert(jobs2.begin(), jobs2.end());
return result;
}
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inline LoadTaskPtrs joinTasks(const LoadTaskPtrs & tasks1, const LoadTaskPtrs & tasks2)
{
if (tasks1.empty())
return tasks2;
if (tasks2.empty())
return tasks1;
LoadTaskPtrs result;
result.reserve(tasks1.size() + tasks2.size());
result.insert(result.end(), tasks1.begin(), tasks1.end());
result.insert(result.end(), tasks2.begin(), tasks2.end());
return result;
}
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// `AsyncLoader` is a scheduler for DAG of `LoadJob`s. It tracks job dependencies and priorities.
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// Basic usage example:
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// // Start async_loader with two thread pools (0=fg, 1=bg):
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// AsyncLoader async_loader({
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// {"FgPool", CurrentMetrics::AsyncLoaderThreads, CurrentMetrics::AsyncLoaderThreadsActive, .max_threads = 2, .priority{0}}
// {"BgPool", CurrentMetrics::AsyncLoaderThreads, CurrentMetrics::AsyncLoaderThreadsActive, .max_threads = 1, .priority{1}}
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// });
//
// // Create and schedule a task consisting of three jobs. Job1 has no dependencies and is run first.
// // Job2 and job3 depend on job1 and are run only after job1 completion.
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// auto job_func = [&] (const LoadJobPtr & self) {
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// LOG_TRACE(log, "Executing load job '{}' in pool '{}'", self->name, async_loader->getPoolName(self->pool()));
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// };
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// auto job1 = makeLoadJob({}, "job1", /* pool_id = */ 1, job_func);
// auto job2 = makeLoadJob({ job1 }, "job2", /* pool_id = */ 1, job_func);
// auto job3 = makeLoadJob({ job1 }, "job3", /* pool_id = */ 1, job_func);
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// auto task = makeLoadTask(async_loader, { job1, job2, job3 });
// task.schedule();
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//
// // Another thread may prioritize a job by changing its pool and wait for it:
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// async_loader->prioritize(job3, /* pool_id = */ 0); // Increase priority: 1 -> 0 (lower is better)
// job3->wait(); // Blocks until job completion or cancellation and rethrow an exception (if any)
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//
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// Every job has a pool associated with it. AsyncLoader starts every job in its thread pool.
// Each pool has a constant priority and a mutable maximum number of threads.
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// Higher priority (lower `pool.priority` value) jobs are run first.
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// No job with lower priority is started while there is at least one higher priority job ready or running.
//
// Job priority can be elevated (but cannot be lowered)
// (a) if either it has a dependent job with higher priority:
// in this case the priority and the pool of a dependent job is inherited during `schedule()` call;
// (b) or job was explicitly prioritized by `prioritize(job, higher_priority_pool)` call:
// this also leads to a priority inheritance for all the dependencies.
// Value stored in load job `pool_id` field is atomic and can be changed even during job execution.
// Job is, of course, not moved from its initial thread pool, but it should use `self->pool()` for
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// all new jobs it create to avoid priority inversion. To obtain pool in which job is being executed
// call `self->execution_pool()` instead.
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//
// === IMPLEMENTATION DETAILS ===
// All possible states and statuses of a job:
// .---------- scheduled ----------.
// ctor --> assigned --> blocked --> ready --> executing --> finished ------> removed --> dtor
// STATUS: '------------------ PENDING -----------------' '-- OK|FAILED|CANCELED --'
//
// AsyncLoader tracks state of all scheduled and finished jobs. Job lifecycle is the following:
// 1) A job is constructed with PENDING status and assigned to a pool. The job is placed into a task.
// 2) The task is scheduled with all its jobs and their dependencies. A scheduled job may be ready, blocked (and later executing).
// 3a) When all dependencies are successfully finished, the job became ready. A ready job is enqueued into the ready queue of its pool.
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// 3b) If at least one of the job dependencies is failed or canceled, then this job is canceled (with all it's dependent jobs as well).
// On cancellation an ASYNC_LOAD_CANCELED exception is generated and saved inside LoadJob object. The job status is changed to CANCELED.
// Exception is rethrown by any existing or new `wait()` call. The job is moved to the set of the finished jobs.
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// 4) The ready job starts execution by a worker. The job is dequeued. Callback `job_func` is called.
// Status of an executing job is PENDING. Note that `job_func` of a CANCELED job is never executed.
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// 5a) On successful execution the job status is changed to OK and all existing and new `wait()` calls finish w/o exceptions.
// 5b) Any exception thrown out of `job_func` is wrapped into an ASYNC_LOAD_FAILED exception and saved inside LoadJob.
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// The job status is changed to FAILED. All the dependent jobs are canceled. The exception is rethrown from all existing and new `wait()` calls.
// 6) The job is no longer considered as scheduled and is instead moved to the finished jobs set. This is just for introspection of the finished jobs.
// 7) The task containing this job is destructed or `remove()` is explicitly called. The job is removed from the finished job set.
// 8) The job is destructed.
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class AsyncLoader : private boost::noncopyable
{
private:
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// Thread pool for job execution.
// Pools control the following aspects of job execution:
// 1) Concurrency: Amount of concurrently executing jobs in a pool is `max_threads`.
// 2) Priority: As long as there is executing worker with higher priority, workers with lower priorities are not started
// (although, they can finish last job started before higher priority jobs appeared)
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struct Pool
{
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const String name;
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const Priority priority;
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std::unique_ptr<ThreadPool> thread_pool; // NOTE: we avoid using a `ThreadPool` queue to be able to move jobs between pools.
std::map<UInt64, LoadJobPtr> ready_queue; // FIFO queue of jobs to be executed in this pool. Map is used for faster erasing. Key is `ready_seqno`
size_t max_threads; // Max number of workers to be spawn
size_t workers = 0; // Number of currently execution workers
bool isActive() const { return workers > 0 || !ready_queue.empty(); }
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};
// Scheduling information for a pending job.
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struct Info
{
size_t dependencies_left = 0; // Current number of dependencies on pending jobs.
UInt64 ready_seqno = 0; // Zero means that job is not in ready queue.
LoadJobSet dependent_jobs; // Set of jobs dependent on this job.
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// Three independent states of a scheduled job.
bool isBlocked() const { return dependencies_left > 0; }
bool isReady() const { return dependencies_left == 0 && ready_seqno > 0; }
bool isExecuting() const { return dependencies_left == 0 && ready_seqno == 0; }
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};
public:
using Metric = CurrentMetrics::Metric;
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// Helper struct for AsyncLoader construction
struct PoolInitializer
{
String name;
Metric metric_threads;
Metric metric_active_threads;
size_t max_threads;
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Priority priority;
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};
AsyncLoader(std::vector<PoolInitializer> pool_initializers, bool log_failures_, bool log_progress_);
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// Stops AsyncLoader before destruction
// WARNING: all tasks instances should be destructed before associated AsyncLoader.
~AsyncLoader();
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// Start workers to execute scheduled load jobs. Note that AsyncLoader is constructed as already started.
void start();
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// Wait for all load jobs to finish, including all new jobs. So at first take care to stop adding new jobs.
void wait();
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// Wait for currently executing jobs to finish, but do not run any other pending jobs.
// Not finished jobs are left in pending state:
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// - they can be executed by calling start() again;
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// - or canceled using ~Task() or remove() later.
void stop();
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// Schedule all jobs of given `task` and their dependencies (even if they are not in task).
// All dependencies of a scheduled job inherit its pool if it has higher priority. This way higher priority job
// never waits for (blocked by) lower priority jobs. No priority inversion is possible.
// Idempotent: multiple schedule() calls for the same job are no-op.
// Note that `task` destructor ensures that all its jobs are finished (OK, FAILED or CANCELED)
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// and are removed from AsyncLoader, so it is thread-safe to destroy them.
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void schedule(LoadTask & task);
void schedule(const LoadTaskPtr & task);
// Schedule all tasks atomically. To ensure only highest priority jobs among all tasks are run first.
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void schedule(const LoadTaskPtrs & tasks);
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// Increase priority of a job and all its dependencies recursively.
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// Jobs from higher (than `new_pool`) priority pools are not changed.
void prioritize(const LoadJobPtr & job, size_t new_pool);
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// Remove finished jobs, cancel scheduled jobs, wait for executing jobs to finish and remove them.
void remove(const LoadJobSet & jobs);
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// Increase or decrease maximum number of simultaneously executing jobs in `pool`.
void setMaxThreads(size_t pool, size_t value);
size_t getMaxThreads(size_t pool) const;
const String & getPoolName(size_t pool) const;
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Priority getPoolPriority(size_t pool) const;
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size_t getScheduledJobCount() const;
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// Helper class for introspection
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struct JobState
{
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LoadJobPtr job;
size_t dependencies_left = 0;
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UInt64 ready_seqno = 0;
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bool is_blocked = false;
bool is_ready = false;
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bool is_executing = false;
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};
// For introspection and debug only, see `system.async_loader` table
std::vector<JobState> getJobStates() const;
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private:
void checkCycle(const LoadJobSet & jobs, std::unique_lock<std::mutex> & lock);
String checkCycleImpl(const LoadJobPtr & job, LoadJobSet & left, LoadJobSet & visited, std::unique_lock<std::mutex> & lock);
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void finish(const LoadJobPtr & job, LoadStatus status, std::exception_ptr exception_from_job, std::unique_lock<std::mutex> & lock);
void scheduleImpl(const LoadJobSet & input_jobs);
void gatherNotScheduled(const LoadJobPtr & job, LoadJobSet & jobs, std::unique_lock<std::mutex> & lock);
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void prioritize(const LoadJobPtr & job, size_t new_pool_id, std::unique_lock<std::mutex> & lock);
void enqueue(Info & info, const LoadJobPtr & job, std::unique_lock<std::mutex> & lock);
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bool canSpawnWorker(Pool & pool, std::unique_lock<std::mutex> &);
bool canWorkerLive(Pool & pool, std::unique_lock<std::mutex> &);
void updateCurrentPriorityAndSpawn(std::unique_lock<std::mutex> &);
void spawn(Pool & pool, std::unique_lock<std::mutex> &);
void worker(Pool & pool);
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// Logging
const bool log_failures; // Worker should log all exceptions caught from job functions.
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const bool log_progress; // Periodically log total progress
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Poco::Logger * log;
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mutable std::mutex mutex; // Guards all the fields below.
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bool is_running = true;
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std::optional<Priority> current_priority; // highest priority among active pools
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UInt64 last_ready_seqno = 0; // Increasing counter for ready queue keys.
std::unordered_map<LoadJobPtr, Info> scheduled_jobs; // Full set of scheduled pending jobs along with scheduling info.
std::vector<Pool> pools; // Thread pools for job execution and ready queues
LoadJobSet finished_jobs; // Set of finished jobs (for introspection only, until jobs are removed).
AtomicStopwatch stopwatch; // For progress indication
size_t old_jobs = 0; // Number of jobs that were finished in previous busy period (for correct progress indication)
std::chrono::system_clock::time_point busy_period_start_time;
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};
}