Feature #8: Distributed Process Coordinator

Implement the "Distributed Process Coordinator" feature for our "Search Engine" project.


For this search engine feature, we will implement a distributed process coordinator. In distributed computing, a coordinator is the organizer of a task that is distributed among nodes. Our distributed process coordinator is responsible for breaking a task into multiple subtasks, assigning tasks among different worker nodes, and monitoring their progress. We want to implement fault tolerance, so that if one or more worker node(s) fail, our search engine can continue working without interruption. To implement fault tolerance, we will implement a **snapshot functionality **to save the current progress of worker nodes.

We have n worker nodes. Each node will have a state, which will be the number of subtasks that the node has successfully executed. In the beginning, the state of each node should be 0. We can change the progress state for each node by using the set_state(idx, state) function. This function will take two parameters. idx is the index of the node whose progress we are setting, whereas state is the new state of that node. We should also be able to take a snapshot of the nodes at any time. This means that we should be able to save the current state of the nodes at any given time. To implement this, we need to create a snapshot() function. This function will not take any parameters and will return the snapshot_id. The snapshot_id counts the number of times that the snaps were taken.

We should also be able to access the state of any node at any given time, by using the fetch_state(idx,snapshot_id) function. This function returns the state for the node idx, which is taken at the snapshot snapshot_id.

Suppose that we have three nodes. Initially, the state of all the nodes will be 0. After calling the set_state(1, 4) function, the state of node1 will change to 4. After taking a snapshot, the state of node1 will change to 7. Now, if we call the fetch_state(0,1) function, we will get 4.

Level up your interview prep. Join Educative to access 70+ hands-on prep courses.