GitHub - prajwalkk/akka-chord-sim: Chord Algorithm Simulation using Akka-typed, Akka-HTTP, Akka-Streams

CS 441 - HW3

Project Details: To create Chord Algorithm using Typed Akka and Akka-HTTP

Project Members: (in Alphabetical Order)

Karan Venkatesh Davanam
Prajwal Kishor Kammardi (Lead)
Rishabh Mehta
Shabbir Bohra

Development Environment

Development environment: Windows 10
Frameworks Akka 2.6.10, Akka-HTTP 10.2.1, Akka-Stream 2.6.10, MoultingYaml 0.4.2
IDE Used: IntelliJ IDEA 2020.2.3
Build Tools: SBT

Aim

To implement Chord: A Scalable Peer-to-peer Lookup Protocol for Internet Applications

Steps to run

Clone the repository OverlayNetworkSimulator_Group1 git clone https://[email protected]/cs441-fall2020/overlaynetworksimulator_group1.git
Make sure to be on the master branch
Run the following command sbt clean compile test run
The Simulation will be run by default on https://localhost:8080. Make sure the port is open.

Features of the Project

The Project is fully written in Scala
The Project fully makes use of Akka-Typed Behaviors model. It may seem to look like it is OO model, but the Actors are modelled in such a way that the Objects represents Protocols used by the actor and the classes use the functions as Behaviors. This style of separation of concerns was suggested by the style guide
The Project makes full use of the iterative style of the Chord Algorithm specified in the paper with the link above.
The data used by the Project is a collection of dialogues as keys and their Shakespeare-an conversion. They contain spaces and are encoded before firing a request or sending a response.

Architecture

Code Flow

The Project is an attempted Monte Carlo simulation of how a P2P distributed system tends to store the data in the network It involves the following modules
- Simulation Driver
  - Main entry point of the application
  - Present in the com.chord.akka package
- Simulation object
  - The object that contains function to execute the Monte carlo simulation
  - Creates userGroup, NodeGroup, HTTP server actors.
  - Collects and collates results by passing messages to NodeGroup Actor
  - Present in com.chord.akka.simulation package
- Node Group.
  - This module is responsible to hold the information about the node actors in the Akka System.
  - This is an Akka actor, also.
  - The node group's job is to Create the number of nodes that is specified in the configuration file.
  - This captures the Node Actors' snapshot. Aggregates them and writes them to a file.
  - present in the com.chord.akka.actors package
- Node Actor
  - The main Computing component
  - com.chord.akka.actors package
  - Each node implements the functions specified in the chord algorithm
  - A node is added to the ring sequentially. No node joins occur simultaneously
  - While joining the ring, the node's finger table is initialized. If it is the first node, it's successor and predecessor are set to itself
  - A node stores the data it is responsible for, uses fingertable, hashing and the key to decide on that
  - Node Operations. They are either messages or functions. The decisions of choosing them to be messages and functions are elaborated below
    1. Join
      - This is a Fire and Forget message send my the NodeGroup to the node.
      - If the node is the first node, it sets itself as it's successor and predecessor. Else, it executes below:
        
        Runs the InitFingerTable Function
        
        Tells other nodes via UpdateOthers to update their entries
    2. init_finger_table
      - This is a function that is executed by a new node which is not the first node to join.
      - It gets its successor by FindSuccessor. This is a blocking call that waits for a response before continuing
      - Find Successor gets its value by executing find_predecessor function: This was made a function rather than a message as it was creating race conditions when a node asked itself.
      - ClosestPrecedingFinger is a message asked by the function in find_predecessor. Here if, there is a check that sees if same node is asking itself, if so, the node properties are returned directly rather than wasting time asking and awaiting for reply. Also reduces deadlocks.
      - SetPredecessor message is called to set the predecessor of the to-be-succeeding-node to the node that sent the message. This message is made blocking to ensure validity of the finger table in the future runs.
      - The finger table of the node is updated to reflect the successors for entry.
      - Some other auxiliary messages used in this step are GetPredecessor ask call to get the predecessor of a node.
      - the node is restarted with it's updated values
    3. UpdateOthers it is a tell message that informs the other nodes to update their Finger table to reflect the entries of the callee via the,
    4. UpdateFingerTable is a tell message that tells the node to update its fingertable
    5. SendSnapshot SendDataSnapshot. These messages are provided to capture the current state of the system.
- User Group
  - Creates user actors and maintains their addresses.
  - com.chord.akka.actors package
- User Actor
  - It models a user who can:
    1. lookup_data Search for the keys he inserted
    2. put_data Insert data to the system
- HTTP Server
  - This orchestrates the message from the user to the node component.
  - Set on localhost:8080 the path are /chord
  - The get request for lookup_data is like https://127.0.0.1/chord/<key>
  - the post request for put_data is like https://127.0.0.1/chord and a json payload {"key":"$key","value":"$value"}
- Utils The Utils package contains classes to perform operations * DataUtils read_data() of a CSV file * Helper Contains hashing functions (SHA1), Range Validation function used in the Chord Algorithm. * MyYaml*Protocol case classes to convert NodeConfigurations to a YAML (YAML Ain't a Markup Language) file. * YamlDump* case class to model YAML file. The above two are needed to for the MoultingYaml Package

Execution Sample

Results

The server addition logs are as below:

[2020-11-18 18:57:11,959] [INFO] [akka.event.slf4j.Slf4jLogger] [NodeActorSystem-akka.actor.default-dispatcher-3] [] - Slf4jLogger started
[2020-11-18 18:57:12,112] [INFO] [com.chord.akka.actors.NodeGroup$] [NodeActorSystem-akka.actor.default-dispatcher-5] [akka:https://NodeActorSystem/user] - Creating 5 Nodes
[2020-11-18 18:57:12,142] [INFO] [com.chord.akka.actors.NodeActor] [NodeActorSystem-akka.actor.default-dispatcher-3] [akka:https://NodeActorSystem/user/Node_0] - [Join] First node Node_0 joining: n: Node_0 with nDash : Node_0
[2020-11-18 18:57:12,144] [INFO] [com.chord.akka.actors.NodeActor] [NodeActorSystem-akka.actor.default-dispatcher-3] [akka:https://NodeActorSystem/user/Node_0] - [Join] Node_0 Updated node Properties: node :Node_0 
 nodeRef :akka:https://NodeActorSystem/user/Node_0 
 nodeSuccessor : Node_0 
 nodePredecessor :Node_0,
 nodeFingerTable: 
List(
190 | [190, 191) | Node_0, 
191 | [191, 193) | Node_0, 
193 | [193, 197) | Node_0, 
197 | [197, 205) | Node_0, 
205 | [205, 221) | Node_0, 
221 | [221, 253) | Node_0, 
253 | [253, 61) | Node_0, 
61 | [61, 189) | Node_0)
[2020-11-18 18:57:13,126] [INFO] [com.chord.akka.actors.NodeActor] [NodeActorSystem-akka.actor.default-dispatcher-3] [akka:https://NodeActorSystem/user/Node_1] - [Join] Node_1 node joining
[2020-11-18 18:57:13,134] [INFO] [com.chord.akka.actors.NodeActor] [NodeActorSystem-akka.actor.default-dispatcher-3] [akka:https://NodeActorSystem/user/Node_1] - [init_finger_table] Setting predecessor for Node_0 as Node_1  
[2020-11-18 18:57:13,134] [INFO] [com.chord.akka.actors.NodeActor] [NodeActorSystem-akka.actor.default-dispatcher-6] [akka:https://NodeActorSystem/user/Node_0] - [SetPredecessor] Node_0 New Props to node :Node_0 
 nodeRef :akka:https://NodeActorSystem/user/Node_0 
 nodeSuccessor : Node_0 
 nodePredecessor :Node_1,
 nodeFingerTable: 
List(
190 | [190, 191) | Node_0, 
191 | [191, 193) | Node_0, 
193 | [193, 197) | Node_0, 
197 | [197, 205) | Node_0, 
205 | [205, 221) | Node_0, 
221 | [221, 253) | Node_0, 
253 | [253, 61) | Node_0, 
61 | [61, 189) | Node_0)

User creation logs are as below:

[2020-11-18 18:57:42,121] [INFO] [com.chord.akka.actors.UserGroup] [UserActorSystem-akka.actor.default-dispatcher-8] [akka:https://UserActorSystem/user] - Creating 3 Users
[2020-11-18 18:57:42,123] [INFO] [com.chord.akka.actors.UserGroup] [UserActorSystem-akka.actor.default-dispatcher-8] [akka:https://UserActorSystem/user] - User Created akka:https://UserActorSystem/user/User_0
[2020-11-18 18:57:42,124] [INFO] [com.chord.akka.actors.UserGroup] [UserActorSystem-akka.actor.default-dispatcher-8] [akka:https://UserActorSystem/user] - User Created akka:https://UserActorSystem/user/User_1
[2020-11-18 18:57:42,125] [INFO] [com.chord.akka.actors.UserGroup] [UserActorSystem-akka.actor.default-dispatcher-8] [akka:https://UserActorSystem/user] - User Created akka:https://UserActorSystem/user/User_2
[2020-11-18 18:58:03,155] [INFO] [akka.event.slf4j.Slf4jLogger] [AkkaHttpServer-akka.actor.default-dispatcher-3] [] - Slf4jLogger started

HTTP: Server Creation and data insertion log:

[2020-11-18 18:58:04,346] [INFO] [akka.actor.typed.ActorSystem] [AkkaHttpServer-akka.actor.default-dispatcher-3] [] - Server online at https://127.0.0.1:8080
[2020-11-18 18:58:07,166] [INFO] [com.chord.akka.SimulationDriver$] [NodeActorSystem-akka.actor.default-dispatcher-5] [] - Getting snapshots
[2020-11-18 18:58:22,145] [INFO] [com.chord.akka.SimulationDriver$] [NodeActorSystem-akka.actor.default-dispatcher-15] [] - Getting snapshots
[2020-11-18 18:58:23,179] [INFO] [com.chord.akka.SimulationDriver$] [main] [] - Inserting 75 records
[2020-11-18 18:58:23,181] [INFO] [com.chord.akka.simulation.Simulation$] [main] [] - Initializing Chord data
[2020-11-18 18:58:23,429] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-10] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: You sell fish. ;value: You are a fishmonger. with id 149 stored at Node_0
[2020-11-18 18:58:23,430] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-10] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: Of course. ;value: Excellent well. with id 190 stored at Node_3
[2020-11-18 18:58:23,432] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-10] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: No, not me, sir. ;value: Not I, my lord. with id 176 stored at Node_0
[2020-11-18 18:58:23,532] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-16] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: In that case I wish you were as good a man as a fish seller. ;value: Then I would you were so honest a man. with id 241 stored at Node_1
[2020-11-18 18:58:23,643] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-18] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: Good, sir? ;value: Honest, my lord? with id 188 stored at Node_0
[2020-11-18 18:58:23,753] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-16] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: Yes, sir. ;value: Ay, sir. with id 226 stored at Node_3
[2020-11-18 18:58:23,864] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-18] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: Only one man in ten thousand is good in this world. ;value: To be honest, as this world goes, is to be one man picked out of ten thousand. with id 228 stored at Node_3
[2020-11-18 18:58:23,976] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-16] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: That’s definitely true, my lord. ;value: That’s very true, my lord. with id 41 stored at Node_2
[2020-11-18 18:58:24,086] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-18] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: Since if the sun breeds maggots on a dead dog, kissing the corpse—by the way, do you have a daughter? ;value: For if the sun breed maggots in a dead dog, being a good kissing carrion— Have you a daughter? with id 125 stored at Node_0
[2020-11-18 18:58:24,198] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-16] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: I do indeed, my lord. ;value: I have, my lord. with id 100 stored at Node_0
[2020-11-18 18:58:24,311] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-18] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: Then by all means never let her walk in public. ;value: Let her not walk i' th' sun. with id 60 stored at Node_4
[2020-11-18 18:58:24,371] [INFO] [com.chord.akka.simulation.Simulation$] [main] [] - Finished Init data

Http Lookup log

[2020-11-18 18:58:24,371] [INFO] [com.chord.akka.SimulationDriver$] [main] [] - Starting look ups on initialized data
[2020-11-18 18:58:24,371] [INFO] [com.chord.akka.simulation.Simulation$] [main] [] - Read Requests started
[2020-11-18 18:58:24,379] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-16] [akka:https://AkkaHttpServer/user/HTTPServer] - [getValue]  Data found at Node_3 key: Of+course. ; value : Excellent well. 
[2020-11-18 18:58:24,422] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-16] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: Procreation is a good thing, but if your daughter gets pregnant … look out, friend. ;value: Conception is a blessing, but, as your daughter may conceive—Friend, look to ’t. with id 122 stored at Node_0
[2020-11-18 18:58:24,486] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-16] [akka:https://AkkaHttpServer/user/HTTPServer] - [getValue]  Data found at Node_0 key: You+sell+fish. ; value : You are a fishmonger. 
[2020-11-18 18:58:24,535] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-10] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: A lot of words. ;value: Words, words, words. with id 163 stored at Node_0
[2020-11-18 18:58:24,596] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-10] [akka:https://AkkaHttpServer/user/HTTPServer] - [getValue]  Data found at Node_0 key: No,+not+me,+sir. ; value : Not I, my lord. 
[2020-11-18 18:58:24,644] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-10] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: And what is the subject? ;value: What is the matter, my lord? with id 57 stored at Node_4
[2020-11-18 18:58:24,705] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-10] [akka:https://AkkaHttpServer/user/HTTPServer] - [getValue]  Data found at Node_1 key: In+that+case+I+wish+you+were+as+good+a+man+as+a+fish+seller. ; value : Then I would you were so honest a man. 
[2020-11-18 18:58:24,752] [INFO] [com.chord.akka.actors.NodeActor] [AkkaHttpServer-akka.actor.default-dispatcher-10] [akka:https://AkkaHttpServer/user/HTTPServer] - [addValue] Data key: Between whom? ;value: Between who? with id 155 stored at Node_0

There are 2 YAML dumps. One signifying the Node state, the other Data in the nodes. They look like the below examples
- Single node example for Node YAML and Data YAML

ArrivaltimeStamp: '2020-11-18T19:07:26.376829600'
NodeProps:
  node_name: Node_0
  nodeRef: Node_0
  timestamp: '2020-11-18T19:07:26.374793400'
  nodeSuccessor: Node_3
  nodePredecessor: Node_4
  nodeFingerTable:
  - start: '190'
    interval:
    - 190
    - 191
    succ: Node_3
  - start: '191'
    interval:
    - 191
    - 193
    succ: Node_3
  - start: '193'
    interval:
    - 193
    - 197
    succ: Node_3
  - start: '197'
    interval:
    - 197
    - 205
    succ: Node_3
  - start: '205'
    interval:
    - 205
    - 221
    succ: Node_3
  - start: '221'
    interval:
    - 221
    - 253
    succ: Node_3
  - start: '253'
    interval:
    - 253
    - 61
    succ: Node_1
  - start: '61'
    interval:
    - 61
    - 189
    succ: Node_4
  nodeID: 189

nodeName: Node_0
size: 37
keys:
- 130
- 131
- 132
- 139
- 140
- 141
- 78
- 81
- 145
- 147
- 84
- 149
- 151
- 91
- 155
- 158
- 99
- 163
- 100
- 164
- 168
- 171
- 108
- 112
- 176
- 177
- 115
- 179
- 116
- 117
- 181
- 118
- 120
- 122
- 187
- 188
- 125

Future Improvements

The Program does not scale well beyond 256 nodes. Therefore we have limited the max nodes to be 256 ie 2^8 or m = 8
The Application was not performance tested. Hence, we have added a lot of timeouts between each line of code to add a small delay between each HTTP requests from the user. The application behaves poorly with rapid bursts (spike testing) or with heavy load for a large amount of time(Stress testing)
The snapshot capturing technique is pretty simple and there is no control given to the user to take snapshot. The actors are not paused while capturing, rather, a 30s delay is added.

Name		Name	Last commit message	Last commit date
Latest commit History 138 Commits
docs		docs
project		project
src		src
.gitignore		.gitignore
README.md		README.md
README_old.md		README_old.md
build.sbt		build.sbt

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CS 441 - HW3

Project Details: To create Chord Algorithm using Typed Akka and Akka-HTTP

Project Members: (in Alphabetical Order)

Development Environment

Aim

Steps to run

Features of the Project

Architecture

Code Flow

Execution Sample

Results

Future Improvements

About

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Languages

prajwalkk/akka-chord-sim

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CS 441 - HW3

Project Details: To create Chord Algorithm using Typed Akka and Akka-HTTP

Project Members: (in Alphabetical Order)

Development Environment

Aim

Steps to run

Features of the Project

Architecture

Code Flow

Execution Sample

Results

Future Improvements

About

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