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provides persistence to zeromq.

Project description

persizmq

persizmq provides persistence to zeromq. Messages are received in a 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:

  1. persizmq.PersistentStorage: stores messages in a FIFO queue on disk.

  2. 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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