/Multi-Paxos-for-chat-service

Primary LanguagePython

Multi-Paxos for chat service

by Rui Liu (ruixliu@umich.edu) and Changfeng Liu (changfel@umich.edu)

Overview

This project contains a Python implementation of the Multi-Paxos for replicated chat service. Clients connect to service and send chat messages. The Multi-Paxos based service is like a state-machine replication, where messages will be replicated on several different replicas or servers.

We also implemented the recovery mechanism using stable storage. Each server process will automatically write its relevant status into file in disk. When we restart it after its crash, it will automatiicaly restore status from disk and continue to run.

Note that we let all the outgoing messages to delay for between 0 and 1 second randomly. It is a way to simulate the communication delay in distributed system.

Contents

  • directory src/ contains the source code
  • directory config/ contains the configuration files for different test cases
  • directory state_backup/ contains the backup files that are used for recovery in case of server crash
  • directory log/ contains the running log during the running time
  • directory result/ contains the most recent sequence of executed commands or messages requested by clients. This can be used to check the consistency of state machines.

The last three directories may be empty at the very beginning. Contents will be added to them as the program starts to run.

How to Use

Make sure you are under the src/ directory before you try to run any of the following commands

Script mode

To run servers:

python server_script_mode.py path_to_config_file

It will spawn 2f+1 server processes where information such as f is specified in config file.

To run clients:

bash start_clients.sh num_clients path_to_config_file

It will start num_clients number of client processes, and start to connect to servers, where information about servers is specified in the same config file.

Manual mode

To run server processes separately:

python server.py server_id path_to_config_file

It will create a single server process with id being server_id. Note that server_id starts from 0 and should be less than 2f+1.

To run clients: the same as Script mode.

To stop

To stop all python processes, including servers and clients

bash kill_pythons.sh

Note that, as a side effect, the users may not need to pay attention, the above command will also clear all the backup files.

To recover

To recover a server process after its crash, just restart it, i.e. use the same comand that is used to run the server. After restart, the server process will check the backup file in the disk and store status from it.

python server.py server_id path_to_config_file

To check consistency

You can look at the log info either on screen or logs files under log/ directory. Please look for executed values and executed hash, which are the executed commands/chat logs and their hashes.

Test Cases

We use different config files for different test cases.

Test case 1: normal operation

The hash value of the chat logs, i.e. executed log in our code, together with the logs themselves, will be printed on screen.

python server.py server_id ../config/servers_test1.yaml
bash start_clients.sh num_clients ../config/servers_test1.yaml

Test case 2: primary dies

python server.py server_id ../config/servers_test2.yaml
bash start_clients.sh num_clients ../config/servers_test2.yaml

Test case 3: primary dies repeatedly up to f times

You can change the field num_failed_primary in file ../config/servers_test3.yaml to specify how many times primaries will die. The default value for num_failed_primary is 2. The protocal will continue for as manay as f times of primary death.

python server.py server_id ../config/servers_test3.yaml
bash start_clients.sh num_clients ../config/servers_test3.yaml

Test case 4: skipped slot

You can change the field x in file ../config/servers_test4.yaml to specify which slot to skip. The default value for x is 3. The skipped slot will be filled with no-op by new primary.

python server.py server_id ../config/servers_test4.yaml
bash start_clients.sh num_clients ../config/servers_test4.yaml

Test case 5: message loss

You can change the field msg_drop_rate in file ../config/servers_test5.yaml to specify the drop rate of messages. The default value for msg_drop_rate is 0.05.

python server.py server_id ../config/servers_test5.yaml
bash start_clients.sh num_clients ../config/servers_test5.yaml