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zerorpc is a flexible RPC implementation based on zeromq and messagepack. Service APIs exposed with zerorpc are called "zeroservices".

zerorpc comes with a convenient script, "zerorpc-client", allowing to:

  • expose Python modules without modifying a single line of code,
  • call those modules remotely through the command line.

Create a server with a one-liner

Let's see zerorpc in action with a simple example. In a first terminal, we will expose the Python "time" module:

$ zerorpc-client --server --bind tcp://0:1234 time


The bind address uses the zeromq address format. You are not limited to TCP transport: you could as well specify ipc:///tmp/time to use host-local sockets, for instance. "tcp://0:1234" is a short-hand to "tcp://" and means "listen on TCP port 1234, accepting connections on all IP addresses".

Call the server from the command-line

Now, in another terminal, call the exposed module:

$ zerorpc-client --client --connect tcp://0:1234 strftime %Y/%m/%d
Connecting to "tcp://0:1234"

Since the client usecase is the most common one, "--client" is the default parameter, and you can remove it safely:

$ zerorpc-client --connect tcp://0:1234 strftime %Y/%m/%d
Connecting to "tcp://0:1234"

Moreover, since the most common usecase is to connect (as opposed to bind) you can also omit "--connect":

$ zerorpc-client tcp://0:1234 strftime %Y/%m/%d
Connecting to "tcp://0:1234"

See remote service documentation

You can introspect the remote service; it happens automatically if you don't specify the name of the function you want to call:

$ zerorpc-client tcp://0:1234
Connecting to "tcp://0:1234"
tzset       tzset(zone)
ctime       ctime(seconds) -> string
clock       clock() -> floating point number
struct_time <undocumented>
time        time() -> floating point number
strptime    strptime(string, format) -> struct_time
gmtime      gmtime([seconds]) -> (tm_year, tm_mon, tm_mday, tm_hour, tm_min,
mktime      mktime(tuple) -> floating point number
sleep       sleep(seconds)
asctime     asctime([tuple]) -> string
strftime    strftime(format[, tuple]) -> string
localtime   localtime([seconds]) -> (tm_year,tm_mon,tm_mday,tm_hour,tm_min,

Specifying non-string arguments

Now, see what happens if we try to call a function expecting a non-string argument:

$ zerorpc-client tcp://0:1234 sleep 3
Connecting to "tcp://0:1234"
Traceback (most recent call last):
TypeError: a float is required

That's because all command-line arguments are handled as strings. Don't worry, we can specify any kind of argument using JSON encoding:

$ zerorpc-client --json tcp://0:1234 sleep 3
Connecting to "tcp://0:1234"
[wait for 3 seconds...]

zeroworkers: reversing bind and connect

Sometimes, you don't want your client to connect to the server; you want your server to act as a kind of worker, and connect to a hub or queue which will dispatch requests. You can achieve this by swapping "--bind" and "--connect":

$ zerorpc-client --bind tcp://0:1234 localtime

We now have "something" wanting to call the "localtime" function, and waiting for a worker to connect to it. Let's start the worker:

$ zerorpc-client --server tcp://0:1234 time

The worker will connect to the listening client and ask him "what should I do?"; the client will send the "localtime" function call; the worker will execute it and return the result. The first program will display the local time and exit. The worker will remain running.

Listening on multiple addresses

What if you want to run the same server on multiple addresses? Just repeat the "--bind" option:

$ zerorpc-client --server --bind tcp://0:1234 --bind ipc:///tmp/time time

You can then connect to it using either "zerorpc-client tcp://0:1234" or "zerorpc-client ipc:///tmp/time".

Wait, there is more! You can even mix "--bind" and "--connect". That means that your server will wait for requests on a given address, and connect as a worker on another. Likewise, you can specify "--connect" multiple times, so your worker will connect to multiple queues. If a queue is not running, it won't affect the worker (that's the magic of zeromq).


A client should probably not connect to multiple addresses!

Almost all other scenarios will work; but if you ask a client to connect to multiple addresses, and at least one of them has no server at the end, the client will ultimately block. A client can, however, bind multiple addresses, and will dispatch requests to available workers. If you want to connect to multiple remote servers for high availability purposes, you insert something like HAProxy in the middle.