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Feature #16786

closed

Light-weight scheduler for improved concurrency.

Added by ioquatix (Samuel Williams) over 4 years ago. Updated almost 4 years ago.

Status:
Closed
Target version:
-
[ruby-core:97878]

Description

Abstract

We propose to introduce a light weight fiber scheduler, to improve the concurrency of Ruby code with minimal changes.

Background

We have been discussing and considering options to improve Ruby scalability for several years. More context can be provided by the following discussions:

The final Ruby Concurrency report provides some background on the various issues considered in the latest iteration: https://www.codeotaku.com/journal/2020-04/ruby-concurrency-final-report/index

Proposal

We propose to introduce the following concepts:

  • A Scheduler interface which provides hooks for user-supplied event loops.
  • Non-blocking Fiber which can invoke the scheduler when it would otherwise block.

Scheduler

The per-thread fiber scheduler interface is used to intercept blocking operations. A typical implementation would be a wrapper for a gem like EventMachine or Async. This design provides separation of concerns between the event loop implementation and application code. It also allows for layered schedulers which can perform instrumentation, enforce constraints (e.g. during testing) and provide additional logging. You can see a sample implementation here.

class Scheduler
  # Wait for the given file descriptor to become readable.
  def wait_readable(io)
  end

  # Wait for the given file descriptor to become writable.
  def wait_writable(io)
  end

  # Wait for the given file descriptor to match the specified events within
  # the specified timeout.
  # @param event [Integer] a bit mask of +IO::WAIT_READABLE+,
  #   `IO::WAIT_WRITABLE` and `IO::WAIT_PRIORITY`.
  # @param timeout [#to_f] the amount of time to wait for the event.
  def wait_any(io, events, timeout)
  end

  # Sleep the current task for the specified duration, or forever if not
  # specified.
  # @param duration [#to_f] the amount of time to sleep.
  def wait_sleep(duration = nil)
  end

  # The Ruby virtual machine is going to enter a system level blocking
  # operation.
  def enter_blocking_region
  end

  # The Ruby virtual machine has completed the system level blocking
  # operation.
  def exit_blocking_region
  end

  # Intercept the creation of a non-blocking fiber.
  def fiber(&block)
    Fiber.new(blocking: false, &block)
  end

  # Invoked when the thread exits.
  def run
    # Implement event loop here.
  end
end

A thread has a non-blocking fiber scheduler. All blocking operations on non-blocking fibers are hooked by the scheduler and the scheduler can switch to another fiber. If any mutex is acquired by a fiber, then a scheduler is not called; the same behaviour as blocking Fiber.

Schedulers can be written in Ruby. This is a desirable property as it allows them to be used in different implementations of Ruby easily.

To enable non-blocking fiber switching on blocking operations:

  • Specify a scheduler: Thread.current.scheduler = Scheduler.new.
  • Create several non-blocking fibers: Fiber.new(blocking:false) {...}.
  • As the main fiber exits, Thread.current.scheduler.run is invoked which
    begins executing the event loop until all fibers are finished.

Time/Duration Arguments

Tony Arcieri suggested against using floating point values for time/durations, because they can accumulate rounding errors and other issues. He has a wealth of experience in this area so his advice should be considered carefully. However, I have yet to see these issues happen in an event loop. That being said, round tripping between struct timeval and double/VALUE seems a bit inefficient. One option is to have an opaque argument that responds to to_f as well as potentially seconds and microseconds or some other such interface (could be opaque argument supported by IO.select for example).

File Descriptor Arguments

Because of the public C interface we may need to support a specific set of wrappers for CRuby.

int rb_io_wait_readable(int);
int rb_io_wait_writable(int);
int rb_wait_for_single_fd(int fd, int events, struct timeval *tv);

One option is to introduce hooks specific to CRuby:

class Scheduler
  # Wrapper for rb_io_wait_readable(int) C function.
  def wait_readable_fd(fd)
    wait_readable(::IO.from_fd(fd, autoclose: false))
  end

  # Wrapper for rb_io_wait_readable(int) C function.
  def wait_writable_fd(fd)
    wait_writable(::IO.from_fd(fd, autoclose: false))
  end

  # Wrapper for rb_wait_for_single_fd(int) C function.
  def wait_for_single_fd(fd, events, duration)
    wait_any(::IO.from_fd(fd, autoclose: false), events, duration)
  end
end

Alternatively, in CRuby, it may be possible to map from fd -> IO instance. Most C schedulers only care about file descriptor, so such a mapping will introduce a small performance penalty. In addition, most C level schedulers will not care about IO instance.

Non-blocking Fiber

We propose to introduce per-fiber flag blocking: true/false.

A fiber created by Fiber.new(blocking: true) (the default Fiber.new) becomes a "blocking Fiber" and has no changes from current Fiber implementation. This includes the root fiber.

A fiber created by Fiber.new(blocking: false) becomes a "non-blocking Fiber" and it will be scheduled by the per-thread scheduler when the blocking operations (blocking I/O, sleep, and so on) occurs.

Fiber.new(blocking: false) do
  puts Fiber.current.blocking? # false

  # May invoke `Thread.scheduler&.wait_readable`.
  io.read(...)

  # May invoke `Thread.scheduler&.wait_writable`.
  io.write(...)

  # Will invoke `Thread.scheduler&.wait_sleep`.
  sleep(n)
end.resume

Non-blocking fibers also supports Fiber#resume, Fiber#transfer and Fiber.yield which are necessary to create a scheduler.

Fiber Method

We also introduce a new method which simplifes the creation of these non-blocking fibers:

Fiber do
  puts Fiber.current.blocking? # false
end

This method invokes Scheduler#fiber(...). The purpose of this method is to allow the scheduler to internally decide the policy for when to start the fiber, and whether to use symmetric or asymmetric fibers.

If no scheduler is specified, it is a error: RuntimeError.new("No scheduler is available").

In the future we may expand this to support some kind of default scheduler.

Non-blocking I/O

IO#nonblock is an existing interface to control whether I/O uses blocking or non-blocking system calls. We can take advantage of this:

  • IO#nonblock = false prevents that particular IO from utilising the scheduler. This should be the default for stderr.
  • IO#nonblock = true enables that particular IO to utilise the scheduler. We should enable this where possible.

As proposed by Eric Wong, we believe that making I/O non-blocking by default is the right approach. We have expanded his work in the current implementation. By doing this, when the user writes Fiber do ... end they are guaranteed the best possible concurrency possible, without any further changes to code. As an example, one of the tests shows Net::HTTP.get being used in this way with no further modifications required.

To support this further, consider the counterpoint, that Net::HTTP.get(..., blocking: false) is required for concurrent requests. Library code may not expose the relevant options, sevearly limiting the user's ability to improve concurrency, even if that is what they desire.

Implementation

We have an evolving implementation here: https://github.com/ruby/ruby/pull/3032 which we will continue to update as the proposal changes.

Evaluation

This proposal provides the hooks for scheduling fibers. With regards to performance, there are several things to consider:

  • The impact of the scheduler design on non-concurrent workloads. We believe it's acceptable.
  • The impact of the scheduler design on concurrent workloads. Our results are promising.
  • The impact of different event loops on throughput and latency. We have independent tests which confirm the scalability of the approach.

We can control for the first two in this proposal, and depending on the design we may help or hinder the wrapper implementation.

In the tests, we provide a basic implementation using IO.select. As this proposal is finalised, we will introduce some basic benchmarks using this approach.

Discussion

The following points are good ones for discussion:

  • Handling of file descriptors vs IO instances.
  • Handling of time/duration arguments.
  • General design and naming conventions.
  • Potential platform issues (e.g. CRuby vs JRuby vs TruffleRuby, etc).

The following is planned to be described by @Eregon (Benoit Daloze) in another design document:

  • Semantics of non-blocking mutex (e.g. Mutex.new(blocking: false) or some other approach).

In the future we hope to extend the scheduler to handle other blocking operations, including name resolution, file I/O (by io_uring) and others. We may need to introduce additional hooks. If these hooks are not defined on the scheduler implementation, we will revert back to the blocking implementation where possible.


Related issues 3 (0 open3 closed)

Related to Ruby master - Feature #16792: Make Mutex held per Fiber instead of per ThreadClosedActions
Related to Ruby master - Bug #16892: Reconsider the test directory name for schedulerClosedioquatix (Samuel Williams)Actions
Related to Ruby master - Feature #14736: Thread selector for flexible cooperative fiber based concurrencyClosedActions
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