Networking and Streams · The Julia Language
Description: Documentation for The Julia Language.

# Networking and Streams

Julia provides a rich interface to deal with streaming I/O objects such as terminals, pipes and TCP sockets. These objects allow data to be sent and received in a stream-like fashion, which means that data is processed sequentially as it becomes available. This interface, though asynchronous at the system level, is presented in a synchronous manner to the programmer. This is achieved by making heavy use of Julia cooperative threading (coroutine) functionality.

## Basic Stream I/O

All Julia streams expose at least a `read` and a `write` method, taking the stream as their first argument, e.g.:

    julia> write(stdout, "Hello World");  # suppress return value 11 with ;
    Hello World
    julia> read(stdin, Char)

    '\n': ASCII/Unicode U+000a (category Cc: Other, control)

Note that `write` returns 11, the number of bytes (in `"Hello World"`) written to `stdout`, but this return value is suppressed with the `;`.

Here Enter was pressed again so that Julia would read the newline. Now, as you can see from this example, `write` takes the data to write as its second argument, while `read` takes the type of the data to be read as the second argument.

For example, to read a simple byte array, we could do:

    julia> x = zeros(UInt8, 4)
    4-element Vector{UInt8}:
     0x00
     0x00
     0x00
     0x00

    julia> read!(stdin, x)
    abcd
    4-element Vector{UInt8}:
     0x61
     0x62
     0x63
     0x64

However, since this is slightly cumbersome, there are several convenience methods provided. For example, we could have written the above as:

    julia> read(stdin, 4)
    abcd
    4-element Vector{UInt8}:
     0x61
     0x62
     0x63
     0x64

or if we had wanted to read the entire line instead:

    julia> readline(stdin)
    abcd
    "abcd"

Note that depending on your terminal settings, your TTY ("teletype terminal") may be line buffered and might thus require an additional enter before `stdin` data is sent to Julia. When running Julia from the command line in a TTY, output is sent to the console by default, and standard input is read from the keyboard.

To read every line from `stdin` you can use `eachline`:

    for line in eachline(stdin)
        print("Found $line")
    end

or `read` if you wanted to read by character instead:

    while !eof(stdin)
        x = read(stdin, Char)
        println("Found: $x")
    end

## Text I/O

Note that the `write` method mentioned above operates on binary streams. In particular, values do not get converted to any canonical text representation but are written out as is:

    julia> write(stdout, 0x61);  # suppress return value 1 with ;
    a

Note that `a` is written to `stdout` by the `write` function and that the returned value is `1` (since `0x61` is one byte).

For text I/O, use the `print` or `show` methods, depending on your needs (see the documentation for these two methods for a detailed discussion of the difference between them):

    julia> print(stdout, 0x61)
    97

See Custom pretty-printing for more information on how to implement display methods for custom types.

## IO Output Contextual Properties

Sometimes IO output can benefit from the ability to pass contextual information into show methods. The `IOContext` object provides this framework for associating arbitrary metadata with an IO object. For example, `:compact => true` adds a hinting parameter to the IO object that the invoked show method should print a shorter output (if applicable). See the `IOContext` documentation for a list of common properties.

## Working with Files

You can write content to a file with the `write(filename::String, content)` method:

    julia> write("hello.txt", "Hello, World!")
    13

(`13` is the number of bytes written.)

You can read the contents of a file with the `read(filename::String)` method, or `read(filename::String, String)` to the contents as a string:

    julia> read("hello.txt", String)
    "Hello, World!"

### Advanced: streaming files

The `read` and `write` methods above allow you to read and write file contents. Like many other environments, Julia also has an `open` function, which takes a filename and returns an `IOStream` object that you can use to read and write things from the file. For example, if we have a file, `hello.txt`, whose contents are `Hello, World!`:

    julia> f = open("hello.txt")
    IOStream(<file hello.txt>)

    julia> readlines(f)
    1-element Vector{String}:
     "Hello, World!"

If you want to write to a file, you can open it with the write (`"w"`) flag:

    julia> f = open("hello.txt","w")
    IOStream(<file hello.txt>)

    julia> write(f,"Hello again.")
    12

If you examine the contents of `hello.txt` at this point, you will notice that it is empty; nothing has actually been written to disk yet. This is because the `IOStream` must be closed before the write is actually flushed to disk:

    julia> close(f)

Examining `hello.txt` again will show its contents have been changed.

Opening a file, doing something to its contents, and closing it again is a very common pattern. To make this easier, there exists another invocation of `open` which takes a function as its first argument and filename as its second, opens the file, calls the function with the file as an argument, and then closes it again. For example, given a function:

    function read_and_capitalize(f::IOStream)
        return uppercase(read(f, String))
    end

You can call:

    julia> open(read_and_capitalize, "hello.txt")
    "HELLO AGAIN."

to open `hello.txt`, call `read_and_capitalize` on it, close `hello.txt` and return the capitalized contents.

To avoid even having to define a named function, you can use the `do` syntax, which creates an anonymous function on the fly:

    julia> open("hello.txt") do f
               uppercase(read(f, String))
           end
    "HELLO AGAIN."

If you want to redirect stdout to a file

    out_file = open("output.txt", "w")

    # Redirect stdout to file
    redirect_stdout(out_file) do
        # Your code here
        println("This output goes to `out_file` via the `stdout` variable.")
    end

    # Close file
    close(out_file)

Redirecting stdout to a file can help you save and analyze program output, automate processes, and meet compliance requirements.

## A simple TCP example

Let's jump right in with a simple example involving TCP sockets. This functionality is in a standard library package called `Sockets`. Let's first create a simple server:

    julia> using Sockets

    julia> errormonitor(Threads.@spawn begin
               server = listen(2000)
               while true
                   sock = accept(server)
                   println("Hello World\n")
               end
           end)
    Task (runnable) @0x00007fd31dc11ae0

To those familiar with the Unix socket API, the method names will feel familiar, though their usage is somewhat simpler than the raw Unix socket API. The first call to `listen` will create a server waiting for incoming connections on the specified port (2000) in this case. The same function may also be used to create various other kinds of servers:

    julia> listen(2000) # Listens on localhost:2000 (IPv4)
    Sockets.TCPServer(active)

    julia> listen(ip"127.0.0.1",2000) # Equivalent to the first
    Sockets.TCPServer(active)

    julia> listen(ip"::1",2000) # Listens on localhost:2000 (IPv6)
    Sockets.TCPServer(active)

    julia> listen(IPv4(0),2001) # Listens on port 2001 on all IPv4 interfaces
    Sockets.TCPServer(active)

    julia> listen(IPv6(0),2001) # Listens on port 2001 on all IPv6 interfaces
    Sockets.TCPServer(active)

    julia> listen("testsocket") # Listens on a UNIX domain socket
    Sockets.PipeServer(active)

    julia> listen("\\\\.\\pipe\\testsocket") # Listens on a Windows named pipe
    Sockets.PipeServer(active)

Note that the return type of the last invocation is different. This is because this server does not listen on TCP, but rather on a named pipe (Windows) or UNIX domain socket. Also note that Windows named pipe format has to be a specific pattern such that the name prefix (`\\.\pipe\`) uniquely identifies the file type. The difference between TCP and named pipes or UNIX domain sockets is subtle and has to do with the `accept` and `connect` methods. The `accept` method retrieves a connection to the client that is connecting on the server we just created, while the `connect` function connects to a server using the specified method. The `connect` function takes the same arguments as `listen`, so, assuming the environment (i.e. host, cwd, etc.) is the same you should be able to pass the same arguments to `connect` as you did to listen to establish the connection. So let's try that out (after having created the server above):

    julia> connect(2000)
    TCPSocket(open, 0 bytes waiting)

    julia> Hello World

As expected we saw "Hello World" printed. So, let's actually analyze what happened behind the scenes. When we called `connect`, we connect to the server we had just created. Meanwhile, the accept function returns a server-side connection to the newly created socket and prints "Hello World" to indicate that the connection was successful.

A great strength of Julia is that since the API is exposed synchronously even though the I/O is actually happening asynchronously, we didn't have to worry about callbacks or even making sure that the server gets to run. When we called `connect` the current task waited for the connection to be established and only continued executing after that was done. In this pause, the server task resumed execution (because a connection request was now available), accepted the connection, printed the message and waited for the next client. Reading and writing works in the same way. To see this, consider the following simple echo server:

    julia> errormonitor(Threads.@spawn begin
               server = listen(2001)
               while true
                   sock = accept(server)
                   Threads.@spawn while isopen(sock)
                       write(sock, readline(sock, keep=true))
                   end
               end
           end)
    Task (runnable) @0x00007fd31dc12e60

    julia> clientside = connect(2001)
    TCPSocket(RawFD(28) open, 0 bytes waiting)

    julia> errormonitor(Threads.@spawn while isopen(clientside)
               write(stdout, readline(clientside, keep=true))
           end)
    Task (runnable) @0x00007fd31dc11870

    julia> println(clientside,"Hello World from the Echo Server")
    Hello World from the Echo Server

As with other streams, use `close` to disconnect the socket:

    julia> close(clientside)

## Resolving IP Addresses

One of the `connect` methods that does not follow the `listen` methods is `connect(host::String,port)`, which will attempt to connect to the host given by the `host` parameter on the port given by the `port` parameter. It allows you to do things like:

    julia> connect("google.com", 80)
    TCPSocket(RawFD(30) open, 0 bytes waiting)

At the base of this functionality is `getaddrinfo`, which will do the appropriate address resolution:

    julia> getaddrinfo("google.com")
    ip"74.125.226.225"

## Asynchronous I/O

All I/O operations exposed by `Base.read` and `Base.write` can be performed asynchronously through the use of coroutines. You can create a new coroutine to read from or write to a stream using the `Threads.@spawn` macro:

    julia> task = Threads.@spawn open("foo.txt", "w") do io
               write(io, "Hello, World!")
           end;

    julia> wait(task)

    julia> readlines("foo.txt")
    1-element Vector{String}:
     "Hello, World!"

It's common to run into situations where you want to perform multiple asynchronous operations concurrently and wait until they've all completed. You can use the `@sync` macro to cause your program to block until all of the coroutines it wraps around have exited:

    julia> using Sockets

    julia> @sync for hostname in ("google.com", "github.com", "julialang.org")
               Threads.@spawn begin
                   conn = connect(hostname, 80)
                   write(conn, "GET / HTTP/1.1\r\nHost:$(hostname)\r\n\r\n")
                   readline(conn, keep=true)
                   println("Finished connection to $(hostname)")
               end
           end
    Finished connection to google.com
    Finished connection to julialang.org
    Finished connection to github.com

## Multicast

Julia supports multicast over IPv4 and IPv6 using the User Datagram Protocol (UDP) as transport.

Unlike the Transmission Control Protocol (TCP), UDP makes almost no assumptions about the needs of the application. TCP provides flow control (it accelerates and decelerates to maximize throughput), reliability (lost or corrupt packets are automatically retransmitted), sequencing (packets are ordered by the operating system before they are given to the application), segment size, and session setup and teardown. UDP provides no such features.

A common use for UDP is in multicast applications. TCP is a stateful protocol for communication between exactly two devices. UDP can use special multicast addresses to allow simultaneous communication between many devices.

### Receiving IP Multicast Packets

To transmit data over UDP multicast, simply `recv` on the socket, and the first packet received will be returned. Note that it may not be the first packet that you sent however!

    using Sockets
    group = ip"228.5.6.7"
    socket = Sockets.UDPSocket()
    bind(socket, ip"0.0.0.0", 6789)
    join_multicast_group(socket, group)
    println(String(recv(socket)))
    leave_multicast_group(socket, group)
    close(socket)

### Sending IP Multicast Packets

To transmit data over UDP multicast, simply `send` to the socket. Notice that it is not necessary for a sender to join the multicast group.

    using Sockets
    group = ip"228.5.6.7"
    socket = Sockets.UDPSocket()
    send(socket, group, 6789, "Hello over IPv4")
    close(socket)

### IPv6 Example

This example gives the same functionality as the previous program, but uses IPv6 as the network-layer protocol.

Listener:

    using Sockets
    group = Sockets.IPv6("ff05::5:6:7")
    socket = Sockets.UDPSocket()
    bind(socket, Sockets.IPv6("::"), 6789)
    join_multicast_group(socket, group)
    println(String(recv(socket)))
    leave_multicast_group(socket, group)
    close(socket)

Sender:

    using Sockets
    group = Sockets.IPv6("ff05::5:6:7")
    socket = Sockets.UDPSocket()
    send(socket, group, 6789, "Hello over IPv6")
    close(socket)

Theme

This document was generated with Documenter.jl version 1.17.0 on Thursday 9 April 2026. Using Julia version 1.12.6.