- Notifications
You must be signed in to change notification settings - Fork263
Kelp is a free and open-source trading bot for the Stellar DEX and 100+ centralized exchanges
License
stellar-deprecated/kelp
Folders and files
Name | Name | Last commit message | Last commit date | |
---|---|---|---|---|
Repository files navigation
Kelp is a free and open-source trading bot for theStellar universal marketplace and for centralized exchanges such as Binance, Kraken, CoinbasePro, etc.
Kelp includes several configurable trading strategies and exchange integrations. You can define your own parameters or use the sample configurations to quickly get up and running with a trading bot in a matter of minutes. The modular design allows you to easily create new trading strategies, exchange integrations, and assets to give you full control over the bot.
Kelp is built to:
- Make spreads and make markets
- Create liquidity and facilitate price-discovery for ICOs
- Price and trade customstablecoins
- Mimic orderbooks from other exchanges
To learn more about the Stellar protocol check outStellar Videos on Coinbase Earn, orthis video about the Stellar DEX created by Lumenauts, or read more about it on theStellar Website.
Important Disclaimer: Be Smart and Go Slow. Whenever you trade on Stellar, you are trading with volatile assets, in volatile markets, and you risk losing money. Kelp is an experimental software that contains bugs. Use Kelp at your own risk. There is no guarantee you'll make a profit from using our bots or strategies. In fact, if you set bad parameters or market conditions change, Kelp might help you lose money very fast. So be smart and go slow.
Your use of Kelp is governed by the Apache 2.0 open-source license. Please note that SDF’s interactions with you are governed by the SDFTerms of Service andPrivacy Policy.
To get started with Kelp,either download the pre-compiled binary for your platform from theGithub Releases Pageorcompile Kelp from source.
There isone binary associated with this project:kelp
. Once the binary is downloaded, run the bot by following the instructions inRunning Kelp.
You can find the pre-compiled binary for your platform from theGithub Releases Page.
Here is a list of binaries for the most recent releasev1.0.0-rc2 (v1.12.0):
Platform | Architecture | Binary File Name |
---|---|---|
MacOS (Darwin) | 64-bit | kelp-v1.12.0-darwin-amd64.tar |
Windows | 64-bit | kelp-v1.12.0-windows-amd64.tar |
Linux | 64-bit | kelp-v1.12.0-linux-amd64.tar |
Here is a list of binaries for the most recent releasev1.12.0:
Platform | Architecture | Binary File Name |
---|---|---|
MacOS (Darwin) | 64-bit | kelp-v1.12.0-darwin-amd64.tar |
Windows | 64-bit | kelp-v1.12.0-windows-amd64.tar |
Linux | 64-bit | kelp-v1.12.0-linux-amd64.tar |
Linux | 64-bit arm | kelp-v1.12.0-linux-arm64.tar |
Linux | 32-bit arm5 | kelp-v1.12.0-linux-arm5.tar |
Linux | 32-bit arm6 | kelp-v1.12.0-linux-arm6.tar |
Linux | 32-bit arm7 | kelp-v1.12.0-linux-arm7.tar |
After youuntar the downloaded file, change to the generated directory (kelp-v1.12.0
) and invoke thekelp
binary.
Here's an example to get you started (replacefilename
with the name of the file that you download):
tar xvf filenamecd kelp-v1.12.0./kelp
To run the bot in simulation mode, try this command:
./kelp trade -c sample_trader.cfg -s buysell -f sample_buysell.cfg --sim
This docker image (nikhilsaraf/kelp:latest
) points to the latest pre-compiled version of the kelp binary v1.12.0, which can be run like this:
docker run nikhilsaraf/kelp:latest version
docker run nikhilsaraf/kelp:latest trade -c sample_trader.cfg -s buysell -f sample_buysell.cfg --sim
docker run nikhilsaraf/kelp:latest exchanges
docker run nikhilsaraf/kelp:latest strategies
Note for Windows Users: You should use aBash Shell to follow the steps below. This will give you a UNIX environment in which to run your commands and will enable the./scripts/build.sh
bash script to work correctly.
To compile Kelp from source:
- Download andsetup Golangv1.13 or later
- Set environment variable
export GOPROXY=https://goproxy.io,https://proxy.golang.org,https://goproxy.cn
- Set environment variable
- InstallYarn andNodeJs (Node v12.3.1 vianvm) to build the Kelp GUI
- Clone the kelp repository
git clone git@github.com:stellar/kelp.git
- Install theastilectron-bundler binary
go install github.com/asticode/go-astilectron-bundler/astilectron-bundler
- Build the binaries using the provided build script (thego install command will produce a faulty binary):
./scripts/build.sh
(this must be invoked from root directory i.e. kelp)
- Confirm one new binary file exists with version information.
./bin/kelp version
- Set up CCXT to use an expanded set of priceFeeds and orderbooks (see theUsing CCXT section for details)
sudo docker run -p 3000:3000 -d franzsee/ccxt-rest:v0.0.4
Kelp places orders on theStellar marketplace based on the selected strategy. Configuration files specify the Stellar account and strategy details.
These are the following commands available from thekelp
binary:
trade
: Trades with a specific strategy against the Stellar universal marketplaceexchanges
: Lists the available exchange integrations along with capabilitiesstrategies
: Lists the available strategies along with detailsversion
: Version and build informationhelp
: Help about any command
Thetrade
command has three required parameters which are:
- botConf: full path to the.cfg file with the account details,sample file here.
- strategy: the strategy you want to run (sell,sell_twap,buysell,balanced,pendulum,mirror,delete).
- stratConf: full path to the.cfg file specific to your chosen strategy,sample files here.
Kelp sets theX-App-Name
andX-App-Version
headers on requests made to Horizon. These headers help us track overall Kelp usage, so that we can learn about general usage patterns and adapt Kelp to be more useful in the future. Kelp also uses Amplitude for metric tracking. These can be turned off using the--no-headers
flag. Seekelp trade --help
for more information.
Here's an example of how to start the trading bot with thebuysell strategy:
kelp trade --botConf ./path/trader.cfg --strategy buysell --stratConf ./path/buysell.cfg
If you are ever stuck, just runkelp help
to bring up the help section or typekelp help [command]
for help with a specific command.
You can use theCCXT library via theCCXT REST API Wrapper to fetch prices and orderbooks from a larger number of exchanges. You will need to run the CCXT REST server onlocalhost:3000
so Kelp can connect to it.
The CCXT-REST servermust be running on port3000
before you start up the Kelp bot. You can list the exchanges (./kelp exchanges
) to get the full list of supported exchanges via CCXT.
Note: this integration is stillexperimental and is alsoincomplete. Please use at your own risk.
CCXT-rest can be run in any one of the following ways.
We have compiled the ccxt-rest v0.0.4 server as a binary for all x86 platforms (linux, darwin, windows). This is the version that Kelp currently uses.
You can find these pre-compiled binaries of the CCXT-rest server in thereleases tab here.
Installdocker (linux:sudo apt install -y docker.io
) and run the CCXT-REST docker image configured to port3000
(linux:sudo docker run -p 3000:3000 -d franzsee/ccxt-rest:v0.0.4
).You can find more details on theCCXT_REST github page.
Postgres v12.1 or later must be installed for Kelp to automatically write trades to a sql database along with updating the trader config file.
Aauth0 account is required. To use it, uncomment [AUTH0] section inSample GUI config file and enter your auth0 crendentials in required fields.Note: AUTH0 is only applicable for Kelp GUI or Kaas Mode. Intructions of how to configure your auth0 account can be foundhere
It's easier to learn with examples! Take a look at the walkthrough guides and sample configuration files below.
- Setting up a trading account: This guide uses an example token,
COUPON
, to show you how to set up your account before deploying the bot. - Market making for a stablecoin: This guide uses the
buysell
strategy to provide liquidity for a stablecoin. - ICO sale: This guide uses the
sell
strategy to make a market using sell offers for native tokens in a hypothetical ICO. - TWAP sale: This guide uses the
sell_twap
strategy to consistently sell tokens throughout the day. This can also be used for ICOs. - Create liquidity AMM for a Stellar-based token: This guide uses the
balanced
strategy to create liquidty for a token which only trades on the Stellar network. - Create targeted liquidity AMM within a bounded price range: This guide uses the
pendulum
strategy to create liquidty for a token.
Each strategy you implement needs a configuration file. The format of the configuration file is specific to the selected strategy. You can use these files to customize parameters for your chosen strategy.
The following reference config files are in theexamples folder:
- Sample Sell strategy config file
- Sample BuySell strategy config file
- Sample Balanced strategy config file
- Sample Pendulum strategy config file
- Sample Mirror strategy config file
- Sample GUI(auth0 and other stuff) config file
SDF sponsored aKelp StellarBattle in August/September 2020, here were the winning results (announcement):
- How To Create Liquidity With Kelp On The Stellar Dex (Winner)
- Make use of arbitrage opportunities with Kelp bot (Runner-Up)
- Market Making in Stellar 101: Fundamentals & Kelp
- Market Making on Stellar with Kelp Quickstart Guide
- Kelp: Setup your first trading bot on the Stellar Network (using Windows)
Kelp includes an assortment of strategies, price feeds, and plugins you can use to customize your bot. Kelp also enables you to create your own trading strategies.
click to expand Components section
Strategies are at the core of Kelp. Without them it's just lazy, capable of nothing, thinking of nothing, doing nothing, like our friendscooter here. The strategies give your bot purpose. Each approaches the market in a different way and is designed to achieve a particular goal.
The following strategies are availableout of the box with Kelp:
sell (source):
- What: creates sell offers based on a reference price with a pre-specified liquidity depth
- Why: To sell tokens at a fixed price or at a price that changes based on an external reference price
- Who: An issuer could use Sell to distribute tokens from an ICO pre-sale
sell_twap (source):
- What: creates sell offers based on a reference price spread over the day for a given daily sale amount
- Why: To sell tokens consistently using the time-weighted-average-price (TWAP) metric
- Who: An issuer could use SellTwap to distribute tokens from an ICO pre-sale in a consistent manner
buysell (source):
balanced (source):
- What: dynamically prices two tokens based on their relative demand (like AMMs). For example, if more traders buy token Afrom the bot (the traders are therefore selling token B), the bot will automatically raise the price for token A and drop the price for token B. This strategy does not allow you to configure the order size but can run out of assets. This is a mean-reversion strategy.
- Why: To let the market surface thetrue price for one token in terms of another.
- Who: Market makers and traders for tokens that have a neutral view on the market
pendulum (source):
- What: dynamically prices two tokens based on their relative demand (like AMMs). For example, if more traders buy token Afrom the bot (the traders are therefore selling token B), the bot will automatically raise the price for token A and drop the price for token B. This strategy allows you to configure the order size but runs the risk of running out of one of the two assets. This is a mean-reversion strategy.
- Why: To let the market surface thetrue price for one token in terms of another.
- Who: Market makers and traders for tokens that have a neutral view on the market
mirror (source):
- What: mirrors an orderbook from another exchange by placing the same orders on Stellar after including aspread.
- Why: Tohedge your position on another exchange whenever a trade is executed to reduce inventory risk while keeping a spread
- Who: Anyone who wants to reduce inventory risk and also has the capacity to take on a higher operational overhead in maintaining the bot system.
delete (source):
- What: deletes your offers from both sides of the specified orderbook.Note: does not need a strategy-specific config file.
- Why: To kill the offers placed by the bot.This is not a trading strategy but is used for operational purposes only.
- Who: Anyone managing the operations of the bot who wants to stop all activity by the bot.
Refer to thisPull Request to see an example template of a new trading strategy.
Price Feeds fetch the price of an asset from an external source. The following price feeds are availableout of the box with Kelp:
crypto
: fetches the price of tokens fromCoinMarketCapfiat
: fetches the price of afiat currency from theCurrencyLayer APIexchange
: fetches the price from an exchange you specify, such as Kraken or Poloniex. You can also use theCCXT integration to fetch prices from a wider range of exchanges (see theUsing CCXT section for details)fixed
: sets the price to a constantfunction
: uses a pre-defined function to combine the above price feed types into a single feed. We currently support only two typesmax
-max(exchange/ccxt-binance/XLM/USDT/mid,exchange/ccxt-coinbasepro/XLM/USD/mid)
invert
-invert(exchange/ccxt-binance/XLM/USDT/mid)
Exchange integrations provide data to trading strategies and allow you tohedge your positions on different exchanges. The followingexchange integrations are availableout of the box with Kelp:
- sdex (
"sdex"
) (source): TheStellar Decentralized Exchange - kraken (
"kraken"
) (source):Kraken - recommended to useccxt-kraken
instead - kraken (via CCXT) (
"ccxt-kraken"
) (source): Kraken via CCXT - full two-way integration (tested) - binance (via CCXT) (
"ccxt-binance"
) (source): Binance via CCXT - full two-way integration (tested) - coinbasepro (via CCXT) (
"ccxt-coinbasepro"
) (source): Coinbase Pro via CCXT - full two-way integration (tested) - poloniex (via CCXT) (
"ccxt-poloniex"
) (source): Poloniex via CCXT - only tested on priceFeeds and one-way mirroring - bittrex (via CCXT) (
"ccxt-bittrex"
) (source): Bittrex via CCXT - only tested on priceFeeds and onw-way mirroring
Kelp can easily be extended because of itsmodular plugin based architecture.You can create new flavors of the following components: Strategies, PriceFeeds, and Exchanges.
These interfaces make it easy to create plugins:
- Strategy (source) - API for a strategy
- PriceFeed (source) - API for price of an asset
- Exchange (source) - API for crypto exchanges
The folders are organized to make it easy to find code and streamline development flow.Each folder is its own packagewithout any sub-packages.
github.com/stellar/kelp├── api/ # API interfaces live here (strategy, exchange, price feeds, etc.)├── cmd/ # Cobra commands (trade, exchanges, strategies, etc.)├── examples/ # Sample config files and walkthroughs├── model/ # Low-level structs (dates, orderbook, etc.)├── plugins/ # Implementations of API interfaces (sell strategy, kraken, etc.)├── support/ # Helper functions and utils├── trader/ # Trader bot logic; uses other top-level packages like api, plugins, etc.├── glide.yaml # Glide dependencies├── main.go # main function for our kelp binary└── ...
You can useStellar-Downloader to download trade and payment data from your Stellar account as a CSV file.
- Ask questions on theStellar StackExchange using the
kelp
tag - Announcements will be made on theannouncements distribution list
- Community discussions (outside of questions) can take place on theuser mailing list
click to expand Community section
See theContribution Guide and then pleasesign the Contributor License Agreement.
See theChangelog.
See theCode of Conduct.
- Submit a Bug Report
- Submit a Feature Request
- Raise an issue that is not a bug report or a feature request
- Contribute a PR
click to expand Public Assets section
TEST1
andTEST2
issued by theGCL4KBYTRA3QYI4JTN4FWVYVYNI67W2M6XMDUB2V6ZLWFASIYHWEJPHU
account are test assets used to test Kelp on the production Stellar Network.These assets have no value and are marked asauth_required
with the intent to close them off from the rest of the Stellar ecosystem. No trustlines will be accepted against these assets. As part of our testing process, you may observe a market and trades between these two tokens. It is not intended for any of these assets to represent any meaningful volume on the Stellar Network.
About
Kelp is a free and open-source trading bot for the Stellar DEX and 100+ centralized exchanges