eio - a libeio wrapper for Ruby
© 2011 Lourens Naudé (methodmissing)
http://github.com/methodmissing/eio
Why you may need this
Changing a file descriptor that references a normal file to non-blocking mode (O_NONBLOCK flag) have absolutely no effect. Regular files are always readable and always writable. Readability and writability checks will also succeed immediately. Such operations can however still block for a undefined amount of time - busy disks, slow disks (EBS) etc. and usually also include a chunk of disk seek time as well Manipulating directories, stat’ing files, changing permissions, ownership etc. is only defined through synchronous APIs. This is a major drawback for environments where throughput is critical and a high degree of interactivity is demanded at all times.
How it works
A number of OS (pthread) threads is started to execute blocking I/O requests and signal their completion. The I/O operations will still block, but you’re application’s able to do something else and will be notified of completion status sometime in the future. This library wraps libeio (software.schmorp.de/pkg/libeio.html), which also powers node.js’s FS module and supports both Ruby MRI 1.8 and 1.9.
It’s designed to run in a single threaded environment and libeio will manage a pool of OS threads, effectively scheduling out I/O ops across multiple cores. This is the same pattern very common in implementations of the Reactor Pattern (en.wikipedia.org/wiki/Reactor_pattern, Eventmachine) where I/O requests and callbacks are always submitted and handled on the reactor thread. This library thus naturally fits into event driven applications and exposes a file descriptor that can wake up an event loop when readable and execute callbacks for completed requests on the reactor thread as well.
Event loop integration is however much closer to the Proactor Pattern (en.wikipedia.org/wiki/Proactor_pattern). The I/O multiplexer in a Reactor implementation merely notifies of file descriptor state changes - a handler is still responsible for reading or writing data on the reactor thread. Callbacks for file system and other blocking system calls wrapped by this library receive results as arguments - there’s nothing else to do. Nothing to read, nothing to write, no system calls or other context switches. In other words, the Reactor pattern asynchronously notify of state changes, but act on those synchronously, on the Reactor thread, which incurs some processing overhead.
In addition to wrapping known blocking system calls, libeio also expose several fallback implementations such as readahead, sendfile etc. and is also very effective with system calls that incur a lot of CPU overhead managing user space buffers, memcpy etc.
Sweet Spot
This library solves a specific problem of avoiding blocking I/O work on POSIX APIs that traditionally don’t support the O_NONBLOCK flag or only have a synchronous interface defined. As with most event driven I/O, the goal is increased throughput and not necessarily a faster per request guarantee. To serve more clients with the same or less infrastructure without degrading quality of service.
Requirements
-
A POSIX compliant OS, known to work well on Linux, BSD variants and Mac OS X
-
Ruby MRI 1.8 or 1.9
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Platform that supports the VA_ARGS macro.
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It’s recommended to use this library in conjunction with an event loop
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Best results with I/O bound work on disks / volumes with variable performance characteristics, such as Amazon EBS.
Installation
Rubygems installation
gem install eio
Building from source
git clone git@github.com:methodmissing/eio.git
rake compile:eio_ext
Running tests
rake test
Documentation
See methodmissing.github.com/eio for RDOC documentation.
How to - with an event loop
The Eventmachine handler watches the read end of a pipe which wakes up the event loop whenever there’s results to process. This is entirely driven from libeio which writes a char to the write end of the pipe to wake up the loop. The EIO.poll callback will fire as many times as it needs to as we don’t read data from the pipe through the reactor. A separate callback invoked by libeio will read the char and clear it’s readable state.
require 'eio/eventmachine'
EM.run do
EIO.eventmachine_handler # let libeio notify when there's result callbacks to invoke
EIO.open(__FILE__) do |fd|
EIO.read(fd) do |data|
p data
EIO.close{ EM.stop }
end
end
end
How to - manually drain the result queue
This library ships with trivial Rack middleware that acts like a barrier at the end of each request. This pattern can be applied to any other context as well.
module EIO
class Middleware
def initialize(app, opts = {})
@app = app
@options = opts
end
def call(env)
ret = @app.call(env)
EIO.wait # flush the libeio request queue
ret
end
end
end
use EIO::Middleware
The call to EIO.wait blocks until callbacks for all completed requests have been invoked. This workflow is comparable to a 100m race with each line representing a libeio request and EIO.wait being the finishing line / completion barrier. Each I/O operation may be scheduled on a different CPU core and will complete in parallel, proportional to the slowest request, with some minor overhead to boot.
See the unit tests for further examples.
Configuration
The thread pool can be configured for specific workloads. It’s very important to schedule callback processing in small batches when integrating with an event loop to not block other work. Use EIO.max_poll_time and EIO.max_poll_request to restrict time spent or callbacks invoked per libeio notification.
# Set the maximum amount of time spent in each eio_poll() invocation
EIO.max_poll_time = 0.1
# Set the maximum number of requests by each eio_poll() invocation
EIO.max_poll_reqs = x
Hundreds of threads can be spawned, however do note that stack sizes vary significantly between platforms and this will most definitely affect your memory footprint. The default pool size is 8 threads.
# Set the minimum number of libeio threads to run in parallel. default: 8
EIO.min_parallel = x
# Set the maximum number of AIO threads to run in parallel. default: 8
EIO.max_parallel = x
# Limit the number of threads allowed to be idle
EIO.max_idle = x
# Set the minimum idle timeout before a thread is allowed to exit
EIO.idle_timeout = x
Visibility
A simple API for integration with monitoring infrastructure’s exposed as well. These stats may not be very insightful or even accurate for a small number of in flight requests.
# Number of requests currently in the ready, execute or pending states
EIO.requests
# Number of requests currently in the ready state (not yet executed)
EIO.ready
# Number of requests currently in the pending state
EIO.pending
# Number of worker threads spawned
EIO.threads
Managing requests
Use the following methods for manually scheduling request processing.
# Read end of the pipe an event loop can monitor for readability
EIO.fd
# Called when pending requests need finishing. The amount of work done is controlled by
# EIO.max_poll_time and EIO.max_poll_requests
EIO.poll
# Drain / flush all pending requests. This method blocks until all requests have been processed,
# regardless of configuration constraints imposed on requests per EIO.poll invocation.
EIO.wait
Todo
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Finer grained priority support, especially stacked open, read etc.
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Grouped requests
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Richer EIO::Request API
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Implement and support all libeio wrapped syscalls
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Better guidelines for optimal configuration and tuning
Contact, feedback and bugs
This project is very much work in progress and I’m looking for guidance on API design, use cases and any outlier experiences. Please log bugs and suggestions at github.com/methodmissing/eio/issues
Thanks !