Trivial catenable sequence.
Trivial catenable sequence. Supports O(1) append, and (amortized)
O(1) uncons
, such that walking the sequence via N successive uncons
steps takes O(N). Like a difference list, conversion to a Seq[A]
takes linear time, regardless of how the sequence is built up.
Strict, finite sequence of values that allows index-based random access of elements.
Strict, finite sequence of values that allows index-based random access of elements.
Chunk
s can be created from a variety of collection types using methods on the Chunk
companion
(e.g., Chunk.vector
, Chunk.seq
, Chunk.array
). Additionally, the Chunk
companion
defines a subtype of Chunk
for each primitive type, using an unboxed primitive array.
To work with unboxed arrays, use methods like toBytes
to convert a Chunk[Byte]
to a Chunk.Bytes
and then access the array directly.
The operations on Chunk
are all defined strictly. For example, c.map(f).map(g).map(h)
results in
intermediate chunks being created (1 per call to map
). In contrast, a chunk can be lifted to a segment
(via toSegment
) to get arbitrary operator fusion.
Represents multiple (>1) exceptions were thrown.
A stream transformation represented as a function from stream to stream.
A stream transformation represented as a function from stream to stream.
Pipes are typically applied with the through
operation on Stream
.
A stream transformation that combines two streams in to a single stream, represented as a function from two streams to a single stream.
A stream transformation that combines two streams in to a single stream, represented as a function from two streams to a single stream.
Pipe2
s are typically applied with the through2
operation on Stream
.
A p: Pull[F,O,R]
reads values from one or more streams, returns a
result of type R
, and produces a Stream[F,O]
when calling p.stream
.
A p: Pull[F,O,R]
reads values from one or more streams, returns a
result of type R
, and produces a Stream[F,O]
when calling p.stream
.
Any resources acquired by p
are freed following the call to stream
.
Laws:
Pull
forms a monad in R
with pure
and flatMap
:
pure >=> f == f
f >=> pure == f
(f >=> g) >=> h == f >=> (g >=> h)
where f >=> g
is defined as a => a flatMap f flatMap g
raiseError
is caught by handleErrorWith
:
handleErrorWith(raiseError(e))(f) == f(e)
Indicates that a stream evaluates no effects.
Indicates that a stream evaluates no effects.
A Stream[Pure,O]
can be safely converted to a Stream[F,O]
for all F
.
Represents a period of stream execution in which resources are acquired and released.
Represents a period of stream execution in which resources are acquired and released.
Note: this type is generally used to implement low-level actions that manipulate resource lifetimes and hence, isn't generally used by user-level code.
A pipe that converts a stream to a Stream[F,Unit]
.
A pipe that converts a stream to a Stream[F,Unit]
.
Sinks are typically applied with the to
operation on Stream
.
A stream producing output of type O
and which may evaluate F
effects.
A stream producing output of type O
and which may evaluate F
effects. If F
is Pure, the stream evaluates no effects.
Laws (using infix syntax):
append
forms a monoid in conjunction with empty
:
empty append s == s
and s append empty == s
.(s1 append s2) append s3 == s1 append (s2 append s3)
And cons
is consistent with using ++
to prepend a single chunk:
s.cons(c) == Stream.chunk(c) ++ s
Stream.raiseError
propagates until being caught by handleErrorWith
:
Stream.raiseError(e) handleErrorWith h == h(e)
Stream.raiseError(e) ++ s == Stream.raiseError(e)
Stream.raiseError(e) flatMap f == Stream.raiseError(e)
Stream
forms a monad with emit
and flatMap
:
Stream.emit >=> f == f
(left identity)f >=> Stream.emit === f
(right identity - note weaker equality notion here)(f >=> g) >=> h == f >=> (g >=> h)
(associativity)
where Stream.emit(a)
is defined as chunk(Chunk.singleton(a)) and
f >=> g is defined as
a => a flatMap f flatMap g
The monad is the list-style sequencing monad:
(a ++ b) flatMap f == (a flatMap f) ++ (b flatMap f)
Stream.empty flatMap f == Stream.empty
Technical notes
Note: since the chunk structure of the stream is observable, and
s flatMap Stream.emit
produces a stream of singleton chunks,
the right identity law uses a weaker notion of equality, ===
which
normalizes both sides with respect to chunk structure:
(s1 === s2) = normalize(s1) == normalize(s2)
where ==
is full equality
(a == b
iff f(a)
is identical to f(b)
for all f
)
normalize(s)
can be defined as s.flatMap(Stream.emit)
, which just
produces a singly-chunked stream from any input stream s
.
Note: For efficiency Stream.map
function operates on an entire
chunk at a time and preserves chunk structure, which differs from
the map
derived from the monad (s map f == s flatMap (f andThen Stream.emit)
)
which would produce singleton chunk. In particular, if f
throws errors, the
chunked version will fail on the first chunk with an error, while
the unchunked version will fail on the first element with an error.
Exceptions in pure code like this are strongly discouraged.
Companion for Sink.
Provides utilities for asynchronous computations.
Provides utilities for working with streams of text (e.g., encoding byte streams to strings).