PyPlanPro

UNDER CONSTRUCTION

This project is currently under construction and is not yet ready for use. We are working hard to bring you a great project, and will update this README as soon as it's ready for use. Thank you for your patience!

In the meantime, feel free to check out the project code and contribute if you'd like. We welcome any feedback or suggestions you may have.

This Python program is a task scheduler that takes a set of tasks and assigns them to resources within their respective resource groups. The program uses Google OR-Tools library to build a constraint programming model and solve it, minimizing the makespan of the tasks.

Features

Define tasks with duration, priority, and resource groups Define resources with availability slots Schedule tasks to resources within their respective resource groups, minimizing the makespan Output the optimal or feasible schedule if found

Requirements

To run this program, you need to have the following packages installed:

Python 3.6 or later ortools (pip install ortools)

Installation

pip install pyplanpro

Usage

1. Import the necessary classes and functions:

from pyplanpro import Resource, ResourceGroup, Task, Scheduler

2. Define resources and resource groups:

r1_availability_slots = [
     {"slot_id" : 0, "start":0, "end":4},
     {"slot_id" : 1, "start":5, "end":10}
]
r2_availability_slots = [
     {"slot_id" : 0, "start":0, "end":10}
]
resource1 = Resource(id=1, availability_slots=r1_availability_slots)
resource2 = Resource(id=2, availability_slots=r2_availability_slots)
resource_group = ResourceGroup(id=1, resources=[resource1, resource2])

3. Define tasks with duration, and resource group:

tasks = [Task(id=1, duration=3, resource_group=resource_group)]

4. Set the scheduling horizon:

horizon = 50

5. Call the Scheduler function with tasks and horizon:

s = Scheduler()
s.schedule(tasks, horizon= horizon)

If a solution is found, the program will print the optimal or feasible schedule with makespan, resource assignments, task start and end times, and durations.

Makespan = 8.0
Assigned to resource 2
Task (0, 0): starts: 0, end: 8, duration: 8