Code Monkey home page Code Monkey logo

tinykv's Introduction

The TinyKV Course

The TinyKV course builds a key-value storage system with the Raft consensus algorithm. It is inspired by MIT 6.824 and TiKV Project.

After completing this course, you will have the knowledge to implement a horizontally scalable, highly available, key-value storage service with distributed transaction support. Also, you will have a better understanding of TiKV architecture and implementation.

Course Architecture

The whole project is a skeleton code for a key-value server and a scheduler server at the beginning - you need to finish the core logic step by step:

  • Standalone KV
    • Implement a standalone storage engine.
    • Implement raw key-value service handlers.
  • Raft KV
    • Implement the basic Raft algorithm.
    • Build a fault-tolerant KV server on top of Raft.
    • Add the support of Raft log garbage collection and snapshot.
  • Multi-raft KV
    • Implement membership change and leadership change to Raft algorithm.
    • Implement conf change and region split on Raft store.
    • Implement a basic scheduler.
  • Transaction
    • Implement the multi-version concurrency control layer.
    • Implement handlers of KvGet, KvPrewrite, and KvCommit requests.
    • Implement handlers of KvScan, KvCheckTxnStatus, KvBatchRollback, and KvResolveLock requests.

Code Structure

overview

Similar to the architecture of TiDB + TiKV + PD that separates the storage and computation, TinyKV only focuses on the storage layer of a distributed database system. If you are also interested in the SQL layer, please see TinySQL. Besides that, there is a component called TinyScheduler acting as a center control of the whole TinyKV cluster, which collects information from the heartbeats of TinyKV. After that, the TinyScheduler can generate scheduling tasks and distribute the tasks to the TinyKV instances. All of instances are communicated via RPC.

The whole project is organized into the following directories:

  • kv contains the implementation of the key-value store.
  • raft contains the implementation of the Raft consensus algorithm.
  • scheduler contains the implementation of the TinyScheduler, which is responsible for managing TinyKV nodes and generating timestamps.
  • proto contains the implementation of all communication between nodes and processes uses Protocol Buffers over gRPC. This package contains the protocol definitions used by TinyKV, and the generated Go code that you can use.
  • log contains utility to output log based on level.

Reading List

We provide a reading list for the knowledge of distributed storage system. Though not all of them are highly related with this course, they can help you construct the knowledge system in this field.

Also, you're encouraged to read the overview of TiKV's and PD's design to get a general impression on what you will build:

Build TinyKV from Source

Prerequisites

  • git: The source code of TinyKV is hosted on GitHub as a git repository. To work with git repository, please install git.
  • go: TinyKV is a Go project. To build TinyKV from source, please install go with version greater or equal to 1.13.

Clone

Clone the source code to your development machine.

git clone https://github.com/tidb-incubator/tinykv.git

Build

Build TiDB from the source code.

cd tinykv
make

It builds the binary of tinykv-server and tinyscheduler-server to bin dir.

Run TinyKV with TinySQL

  1. Get tinysql-server follow its document.
  2. Put the binary of tinyscheduler-server, tinykv-server and tinysql-server into a single dir.
  3. Under the binary dir, run the following commands:
mkdir -p data
./tinyscheduler-server
./tinykv-server -path=data
./tinysql-server --store=tikv --path="127.0.0.1:2379"

Now you can connect to the database with an official MySQL client:

mysql -u root -h 127.0.0.1 -P 4000

Contributing

Any feedback and contribution is greatly appreciated. Please see issues if you want to join in the development.

tinykv's People

Contributors

connor1996 avatar rapiz1 avatar xiongjiwei avatar ninglin-p avatar unconsolable avatar jychen7 avatar nrc avatar willendless avatar fengzixu avatar oocococo avatar zhuo1angt avatar yangkeao avatar huaouo avatar nothatdinger avatar super-long avatar wenyxu avatar trafalgarricardolu avatar smith-cruise avatar onesizefitsquorum avatar michaeldesteven avatar jldataku avatar nasnoisaac avatar h3n4l avatar huahang avatar kana112233 avatar 0xff-96 avatar liyiheng avatar loxp avatar miamia0 avatar minghuaw avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.