pyants 0.3.0

Allow you to create you own custom decentralize job management system.

ants

Allow you to create you own custom decentralize job management system.

install

pip install pyants

How it works?

The library provides you with interface to add assign and do jobs in an decentralized environment. For example to create your own node just override some methods:

node

from typing import List

from ants import BaseNode, Job


class MyNode(BaseNode):

    def add_jobs(self) -> List[Job]:
        return []  # List of jobs to run (the nodes can create duplicate jobs and the lib will manage that)

    def assign_to_jobs(self, pending_jobs: List[Job]) -> List[Job]:
        # You can choose which jobs to assign your self to
        return [] # List of jobs to assign your self to

    def do_jobs(self, my_assigned_jobs: List[Job]):
        # this list do not have to match the list you returned from the assign_to_jobs method,
        # the library will manage the job distribution to the nodes.
        # loop over your assigned jobs and complete them
        for assigned_job in my_assigned_jobs:
            # do your job
            # after you complete a job, report it with job.set_result({'status': 'OK'})
            pass
    
    def completed_jobs(self, done_jobs: List[Job]):
        # Here you can be updated about the jobs that has done by all the nodes
        # you can store it and use it in your business logic
        # For example do not create a operational check for some server if it bin checked recently
        pass

communication

The communication class expose tow methods:

• pull
• broadcast

The 'pull' method should return list of state objects from other nodes
The 'broadcast' method should transfer your state to other nodes

The library implemented for you a simple p2p socket server communication for decentralized networking

from ants.communications.socketserver import SocketCommunication

communication = SocketCommunication(host=..., port=..., pull_interval=..., bootstrap_nodes=...)

Example

Decentralized monitor example.

$> git clone https://github.com/hvuhsg/ants.git
$> cd ants/examples/monitor
$> python3 -m venv venv
$> . venv/bin/activate
$> pip install -r requirements.txt
$> pip install ../../.
$> python run.py