provides persistence to zeromq.
Project description
persizmq
persizmq provides persistence to zeromq. Messages are received in background and stored on disk before further manipulation.
Currently, we only support the zeromq subscriber. Adding support for other classes can be easily done; we simply have not had need for them so far.
Usage
Subscriber
The persistent subscriber wraps a zeromq subscriber. We split up the persistence subscription in two components: a threaded subscriber that listens on the messages in background, and a persistence component that stores the messages on disk.
Threaded Subscriber
The threaded subscriber is implemented as persizmq.ThreadedSubscriber. You need to specify a callback which is called upon each received message.
You also need to specify on-exception callback in order to handle exceptions raised in the listening thread.
Example:
import time
import zmq
import persizmq
context = zmq.Context()
subscriber = context.socket(zmq.SUB)
subscriber.setsockopt_string(zmq.SUBSCRIBE, "")
subscriber.connect("ipc:///some-queue.zeromq")
def callback(msg: bytes)->None:
print("received a message: {}".format(msg))
def on_exception(exception: Exception)->None:
print("an exception was raised in the listening thread: {}".format(exception))
with persizmq.ThreadedSubscriber(callback=callback, subscriber=subscriber, on_exception=on_exception):
# do something while we are listening on messages...
time.sleep(10)
Storage
We provide two storage modes for the received messages:
persizmq.PersistentStorage: stores messages in a FIFO queue on disk.
persizmq.PersistentLatestStorage: solely stores the newest message on disk.
The storage component is passed directly to the threaded subscriber as a callback.
Example:
import pathlib
import zmq
import persizmq
context = zmq.Context()
subscriber = context.socket(zmq.SUB)
subscriber.setsockopt_string(zmq.SUBSCRIBE, "")
subscriber.connect("ipc:///some-queue.zeromq")
persistent_dir = pathlib.Path("/some/dir")
storage = persizmq.PersistentStorage(persistent_dir=persistent_dir)
def on_exception(exception: Exception)->None:
print("an exception was raised in the listening thread: {}".format(exception))
with persizmq.ThreadedSubscriber(callback=storage.add_message, subscriber=subscriber, on_exception=on_exception):
msg = storage.front() # non-blocking
if msg is not None:
print("Received a persistent message: {}".format(msg))
storage.pop_front()
Filtering
We also provide filtering components which can be chained on the threaded subscriber. The filtering chains are particularly handy if you want to persist only a small amount of messages and ignore the rest.
The filters are implemented in persizmq.filter module.
Example:
import pathlib
import zmq
import persizmq
import persizmq.filter
context = zmq.Context()
subscriber = context.socket(zmq.SUB)
subscriber.setsockopt_string(zmq.SUBSCRIBE, "")
subscriber.connect("ipc:///some-queue.zeromq")
persistent_dir = pathlib.Path("/some/dir")
storage = persizmq.PersistentStorage(persistent_dir=persistent_dir)
def on_exception(exception: Exception)->None:
print("an exception was raised in the listening thread: {}".format(exception))
with persizmq.ThreadedSubscriber(
lambda msg: storage.add_message(persizmq.filter.MaxSize(max_size=1000)(msg)),
subscriber=subscriber,
on_exception=on_exception):
msg = storage.front() # non-blocking
if msg is not None:
print("Received a persistent message: {}".format(msg))
storage.pop_front()
Installation
Create a virtual environment:
python3 -m venv venv3
Activate it:
source venv3/bin/activate
Install persizmq with pip:
pip3 install persizmq
Development
Check out the repository.
In the repository root, create the virtual environment:
python3 -m venv venv3
Activate the virtual environment:
source venv3/bin/activate
Install the development dependencies:
pip3 install -e .[dev]
We use tox for testing and packaging the distribution. Assuming that the virtual environment has been activated and the development dependencies have been installed, run:
tox
We also provide a set of pre-commit checks that lint and check code for formatting. Run them locally from an activated virtual environment with development dependencies:
./precommit.py
The pre-commit script can also automatically format the code:
./precommit.py --overwrite
Versioning
We follow Semantic Versioning. The version X.Y.Z indicates:
X is the major version (backward-incompatible),
Y is the minor version (backward-compatible), and
Z is the patch version (backward-compatible bug fix).
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