06 September 2016
BufferedSink is a high-level abstraction for writing binary and character data as bytes.
Its design stems from frustrations with the JDK’s
java.nio.* libraries. At
Droidcon Montreal last year I gave a presentation comparing
it with the former, but also showcased Okio’s concept of a segment and how it enables the library
to cheaply move bytes. If you aren’t familiar with Okio I encourage you to go watch the presentation
first since the rest of this post will assume at least cursory knowledge of its types.
If you never look at the source code of Okio you won’t know that this segment concept exists.
It’s an implementation detail for performance that remains completely opaque to the consumer of the
library. That is, except for one* notable exception: the
This method is part of a family of three methods which force buffered bytes to be moved to the
Sink. Their difference is subtle, but understanding that difference ensures correctness
and can make or break throughput.
First let’s understand the difference in behavior and then look at some use cases for each.
Flush is a common concept in stream APIs and its semantics remain unchanged in Okio. Calls to this
method cause all buffered bytes to be moved to the underlying
Sink and then that
is also instructed to flush itself. When calls to
flush() return, you are guaranteed that all
bytes have been sent all the way to the destination
When multiple levels of buffering are in use, a call to
flush() will clear the buffers at every
level. In Okio multiple levels of buffering are so cheap that it’s practically free. A flush just
amounts to each level moving its segments down to the next level of the chain.
java.io.* streams, however, multiple levels of buffering require each level to allocate
and manage its own
byte. This means that a flush operation will result in each level doing an
arraycopy() of its data down to the next level (which also might have required buffer expansion).
close() on stream types typically behave similar to
flush() in that they write all
buffered bytes to the underlying stream before also instructing it to close.
Emitting bytes is very similar to flushing except that it is not a recursive operation. Calls to
this method cause all buffered bytes to be moved to the underlying
Sink is not told to do any other operations.
Because buffering is so inexpensive with Okio, it’s not uncommon to accept a
Sink for API flexibility and
immediately wrap it in a
BufferedSink for the implementation’s convenience. It’s important to not
leave any buffered bytes unwritten to the original
Sink which is what calls to
emit() will ensure.
emit() is a nice alternative to
flush() since it allows you to use the more useful
BufferedSink type without the concern of needlessly causing bytes to be sent all the way down the
chain every time you’re finished with the abstraction.
If you understand the behavior of
emit() and you understood the concept of segments then the
behavior of this method should be straightforward. Calls to this method cause only the bytes which
are part of complete segments to be moved to the underlying
Sink. If you haven’t buffered
enough bytes to create a complete segment this method will actually do nothing!
Remember, segments are an implementation detail of Okio and as such so are their sizes. So why does the public API expose their concept in this method?
The reason this method exists to ensure that your code is actually not buffering too many bytes.
When sending large amounts of data over a long period of time through a
BufferedSink, it can be
beneficial to occasionally write parts of the data to the underlying
Sink. This ensures that the
destination isn’t overwhelmed by a single gigantic write. Instead, the
Sink can incrementally
process bytes as they’re available and optionally send back signals to the producer (either with an
exception or out-of-band notifications like HTTP/2’s flow control).
Now that we know the difference in behavior of these three methods, let’s look at some use cases of when you would want to use each.
Writing messages to a WebSocket
WebSockets are long-lived connections to a server over which string or binary messages are
constantly streamed in both directions. The frequency of these messages can be extremely rapid or
quite sparse. An API for sending messages on a
WebSocket class would look something like this:
public void sendMessage(String content); public void sendMessage(byte content);
WebSocket type would wrap a socket stream with a
BufferedSink for sending messages. Because
we don’t know when the next message will come from the application, the implementation of
sendMessage needs to call
flush() before returning to optimize for latency. This ensures all of
the data from each message will be sent down through the socket.
If you were to use
emitCompleteSegments() part of the message would almost always be left in the
emit() would only work if there’s no intermediate buffering which is hard to
guarantee. This is why
flush() is the only appropriate operation for this example.
Encoding a video to a file
Video encoding is a CPU-bound, memory-intensive process which generates data at a fairly consistent rate. Writing this data to a file as its being encoded keeps the buffer size small and ensures that the slower disk drive can keep up.
At regular intervals the implementation writing encoded data to a
BufferedSink should call
emitCompleteSegments() to allow large portions of the buffer to get moved to the underlying
Sink and start trickling down the chain. The reason that
emitCompleteSegments() is preferred
emit() is that more data will be coming into buffer. Sending a partially-completed
segment would be wasteful since it has empty bytes that can still be used for the incoming data.
It’s important to note again that
emitCompleteSegments() only writes to the underlying
and not all the way down the chain (i.e., it’s not
flushCompleteSegments()). This means that if
there is an intermediate buffer which isn’t monitoring its size and occasionally calling this method
you will end up buffering the whole video.
When the video is done encoding and no more bytes will be written a call to
emit() (with the same
caveats as the last paragraph) or
flush() should happen so that the final bytes are not left in
Serializing an object to JSON
If we wanted to create a library that took an object and serialized it to JSON we would probably give it a method signature like this:
public void toJson(Object o, Sink sink)
Sink offers no convenience on its own, the implementation would buffer it into an
BufferedSink for access to high-level APIs.
Once the implementation was finished writing the JSON representation to the
BufferedSink it needs
to return. In order to not leave any bytes in the buffer it needs to call
emit(). This writes all
of the buffered bytes to the underlying
Sink, but not any further. Whether or not the
should be flushed all the way down is left as a decision for the caller. This affords more control
so that if the caller wants to serialize multiple objects and flush them all at once they are able
to do so.
Astute readers might be aware of Moshi–a small JSON
serialization library built with Okio. Unlike our hypothetical
toJson method above, Moshi’s method
actually requires a
BufferedSink directly. The reason for this is completely unrelated to flushing
or emitting data, but rather for symmetry with the
fromJson method which requires a
emitCompleteSegments() each instruct a
BufferedSink to move data to
Sink in slightly different ways. Understanding that difference ensures that your
bytes do not get lost inside of intermediate buffers but also that you move the minimal amount of
bytes for your needs.
* Technically there is two exceptions.
Buffer has a
completeSegmentByteCount() method which returns the number of bytes that would be moved by a call to
— Jake Wharton