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Top 6 Cryptocurrency Exchange Clone Scripts you should know in 2025
In thi Article about Top 6 Cryptocurrency Exchange Clone Scripts you should know in 2025, Read it out.

What is Cryptocurrency Exchange
To purchase, sell, or trade cryptocurrencies like Bitcoin, Ethereum, and Litecoin, you go to an online marketplace called a cryptocurrency exchange. Cryptocurrency exchanges work much like stock exchanges, except instead of issuing or trading stocks, you trade digital currencies.
In simple terms, it’s where Buyers and sellers meet to exchange cryptocurrencies. You can buy cryptocurrency with ordinary money (such as dollars or euros) or swap one cryptocurrency for another. Some exchanges allow you to store your crypto in secure wallets held on the platform.
There are two main types:
Centralized exchanges (CEX)
Decentralized exchanges (DEX)
What is Cryptocurrency Exchange Clone Script
The Cryptocurrency Exchange Clone Script is a ready-made program that simulates the technical features and functionality of popular cryptocurrency exchanges such as Binance, Coinbase, Kraken, or Bitfinex. Compared to developing from scratch, the clone scripts significantly ease and shorten the time required to set up a cryptocurrency exchange network for an aspiring entrepreneur and firms.
These sort of scripts are somewhat equipped with all the basic features to run a cryptocurrency exchange, like user account management, wallet integration, order book, trading engine, liquidity management, and options for secure payment gateways. The whole idea of a clone script is to give you something out-of-the-box that can be customized, thus allowing you to skip the whole painful development process but still be able to modify the script to suit your needs.
Top 6 Cryptocurrency Exchange Clone Scripts
There are many clone scripts for cryptocurrency exchange development, but here are the top 6 of the cryptocurrency exchange clone script.
Binance clone script
Coinbase Clone Script
Kucoin Clone Script
Paxful Clone Script
WazirX clone script
FTX Clone Script
Binance clone script
A Binance clone script is a Pre-made software that is almost ready for use to create your own cryptocurrency exchange platform, along the way simulating Binance, one of the largest and most popular exchanges in the world. This “clone” is a reapplication of some of the features and functionality of Binance, but it can allow for some level of customization depending upon your particular brand and need.
Key Features:
User Registration and Login
Multi-Currency Support
Trading Engine
Multi-Layer Security
Admin Dashboard
Wallet Integration
KYC/AML Compliance
Liquidity Management
Mobile Compatibility
Referral and Affiliate Program
Trading Fees and Commission Management
Live Market Charts and Trading Tools
Coinbase clone script:
The Coinbase clone script is a ready-made solution that allows you to set up a cryptocurrency exchange platform exhibiting features and functionalities similar to the world’s most popular and user-friendly crypto exchange, Coinbase. These scripts are bundled with all the necessary features to run an exchange while still offering ample customization to cater to your branding and business requirements.
Key Features:
User Registration and Account Management
Fiat and Crypto Support
Secure Wallet Integration
Quick Buy/Sell Functionality
Multiple Payment Methods
P2P Trading
Admin Dashboard
Launchpad Functionality
Staking Feature
KYC/AML Compliance
API Integration
Kucoin Clone Script
A KuCoin clone script is a ready-made software solution replicating all functional attributes and operational features of the KuCoin, which can also be customized according to your brand name and business requirement specifications. Fast and feasible for launching your crypto exchange, the idea is to save yourself from the headaches of developing everything from scratch.
Key Features:
Spot trading
Margin trading
Future trading
Crypto derivatives
Advanced security transactions
Escrow protection
User registration
Wallet integration
Advanced analytics
Currency converter
Paxful clone script
A Paxful clone script is a ready-Made platform for opening a peer-to-peer cryptocurrency exchange for users to trade Bitcoin and other cryptocurrencies directly among themselves without any intermediaries. The script replicates the core features of Paxful operated using its server; you can customize it to your brand and business needs.
Key Features:
Secured Escrow Service
Multi Payment Processing
BUY/SELL Ad posting
Real-Time Data
Referrals & Gift Card options
Multi Language Support
Online/Offline Trading
Cold/Offline Wallet Support
FTX Clone Script
An FTX clone script is a ready-made software solution that will allow you to set up your own cryptocurrency exchange like FTX, which was formerly one of the largest crypto exchanges globally before going under in 2022. This script mimics the core features of FTX, such as spot trading, derivatives, margin trading, token offering, etc., so that you can fast-track the launch and operations of your own exchange with customizable branding and features.
Key Features:
Derivatives Trading
Leveraged Tokens
Spot Trading
User-Friendly Interface
KYC/AML Compliance
Staking Functionality
WazirX clone script
A WazirX Clone Script is a pre-made software solution for the creation of your cryptocurrency exchange platform akin to WazirX, one of the top cryptocurrency exchanges in India. The clone script replicating the essential elements, functionality, and WazirX’s user experience enables you to swiftly put together a fully fledged cryptocurrency exchange that would accept a number of digital assets and trading features.
Key Features:
Escrow protection
KYC approval
Trading bots
User-friendly interface
Stunning User Dashboard
SMS Integration
Multiple Payment Methods
Multiple Language Support
Benefits of Using Cryptocurrency Exchange Clone Scripts
The use of a cryptocurrency exchange cloning script entails great advantages, particularly if one is keen on starting an exchange without having to do the full development from scratch. Below, I have listed the primary advantages of using cryptocurrency exchange cloning scripts:
Cost-Effective
Quick and Profitable Launch
Proven Model
Customizable Features
Scalability
Multi-Currency and Multi-Language Support
Low Development Cost
Continuous Support and Updates
Why Choose BlockchainX for Cryptocurrency Exchange clone script
In the opinion of an entrepreneur set to develop a secure, scalable, and feature-loaded cryptocurrency exchange clone script, BlockchainX is the best bet. Since BlockchainX provides a full-fledged solution that replicates the features of flagship cryptocurrency exchanges such as Binance, Coinbase, and WazirX, the entrepreneur gets all the additional features required practically out of the box. With the addition of certain basic offerings such as spot trading, margin trading, and peer-to-peer (P2P) capabilities along with more advanced ones like liquidity management and derivatives trading, BlockchainX provides a holistic set of solutions to carve out an exchange rightly fitted for newbies and pros alike.
Conclusion:
In conclusion, the Top 6 Cryptocurrency Exchange Clone Scripts in 2025 are high-powered and feature-rich solutions which any enterprising spirit would find indispensable if they were to enter the crypto market very quickly and efficiently. Whether it be a Binance clone, Coinbase clone, or WazirX clone-these scripts offer dynamic functionalities that enhance trading engines, wallets, KYC/AML compliance, and various security attributes.
Choosing the right clone script, such as those provided by BlockchainX or other reputable providers, will give you a strong foundation for success in the dynamic world of cryptocurrency exchanges.
#cryptocurrency#cryptocurrency exchange script#exchange clone script#binance clone script#clone script development#blockchainx
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The Benefits and Features of a Crypto Exchange Script: A Comprehensive Guide for Entrepreneurs
Offering a hassle-free crypto trading experience with unbelievable convenience is the success tool of today’s crypto exchange platforms. Traders have changed the basic way of trading and have shifted to virtual asset trading.
The crypto market is gaining tremendous growth for more than a decade. In the digital era, crypto exchange businesses seem to perform well all the time. This has inspired many entrepreneurs and they have started to search for a profitable ready-made cryptocurrency exchange script.

Entrepreneurs have understood the benefits of crypto exchange and have started to enter the profit-assured crypto exchange and trading platforms. Let us take a clear look at how the popular crypto exchange is evolving.
Stats to prove the popularity of crypto exchange
There are currently thousands of cryptocurrency exchanges serving millions of traders and investors worldwide.
The daily trading volume on cryptocurrency exchanges was in the billions of dollars. Binance, Coinbase, Kraken, Kucoin, and Bitfinex are a few of the well-known cryptocurrency exchanges that frequently rank among the top platforms for trading volumes.
Millions of people registered on cryptocurrency exchanges worldwide, and the number of users has increased exponentially over time.
Top cryptocurrency exchanges generated enormous site traffic, with millions of unique users per month, according to several web analytics tools.
The popularity of crypto exchange mobile apps was evident by millions of downloads from app stores.
Crypto exchanges catered to users from various countries worldwide, showing the global popularity and adoption of cryptocurrencies.
All these stats prove how fast the crypto market is growing and if you want to enter into the crypto exchange business then you do not have time to develop the platform from the scratch. The only wise option is to go for a ready-to-use cryptocurrency exchange script.
Advantages of using cryptocurrency exchange script
Today we can find thousands of Binance clone, Coinbase clone, Kucoin clone, and so on. All these determine the importance of cryptocurrency exchange script. There is an urge in every entrepreneur to enter the market instantly and start getting returns with less investment. This is possible only by choosing the best cryptocurrency exchange script.
Cost-Effective: Building a crypto exchange from scratch can be expensive and time-consuming. Leveraging a ready-made cryptocurrency exchange script cuts development expenses and saves crucial time.
Time-saving: A well-designed cryptocurrency exchange script has pre-built features and functionalities, which cuts down on the amount of time needed for development. This enables you to build your cryptocurrency exchange quickly and gain an advantage in the cutthroat market.
Customizability: Crypto exchange script offer a basic structure but are frequently very adaptable. You can customize the style, user interface, and features to match your company's needs and branding.
Security Features: The crypto exchange script includes built-in security features including two-factor authentication, encryption, and cold wallet storage. These features aid in preventing your platform from threats and the funds of your users.
Technical assistance: Reputable cryptocurrency exchange script providers like Hivelance offer technical assistance and upgrades to make sure your exchange is kept up-to-date and well-maintained.
User-Friendly Interface: Our cryptocurrency exchange script has simple user interfaces that make it simpler for users to trade on your cryptocurrency exchange website.
Liquidity Pooling: The crypto exchange script provides options for liquidity pooling, enabling you to connect with other exchanges and improve liquidity on your platform.
Integration with Payment Gateways: Crypto exchange script may come with pre-built integration with well-known payment gateways, simplifying the deposit and withdrawal processes for users.
Scalability: A reliable crypto exchange script is built to handle a huge number of users and transactions, ensuring scalability as your exchange grows.
Hope you are clear idea about the advantages of using a ready-to-deploy cryptocurrency exchange script. A question has arisen in all of our minds. Which is the finest cryptocurrency exchange script, and how do you find it?
This will be more difficult for any business because there are thousands of premade crypto exchange scripts on the market. It is difficult to discover a genuine one amid all of them. However, there is a way to determine how effective the crypto exchange script is.
Yes, we are talking about the features of the readymade cryptocurrency exchange script. This will determine how efficiently your crypto exchange platform can function and how customers, sellers, and also the admin will be benefited from the platform.
Must have features of a cryptocurrency exchange script
You have planned to build a feature-rich crypto exchange platform, which means, your platform will have an admin, users, and investors. Features of the cryptocurrency exchange script should satisfy all users of the platform. Let us find out the essential features for admin, users, and others in detail.
Admin features of cryptocurrency exchange script
The admin features of a cryptocurrency exchange script provide the required tools and functionalities for successfully managing and controlling the entire exchange platform. These elements are essential for guaranteeing security, compliance, and efficient operations. Here are some typical admin features of a cryptocurrency exchange script:
User Management
KYC/AML Verification
An intuitive admin dashboard
Two-factor authentication (2FA)
IP whitelisting
Account access controls
Wallet Management
Trading Pairs Management
Real-time monitoring of transactions
Fee Management
Liquidity Management
Order Book Management
Dispute Resolution
And more User Features of Cryptocurrency Exchange Script
User features are critical components of a cryptocurrency exchange script that cater to the platform's users' demands and requirements. The purpose of these features is to offer traders and investors a smooth and convenient experience. Here are some typical user features you may expect to find in a cryptocurrency exchange script:
User Registration
Account Verification
Wallet Management
Trading Interface
Order Placement
Trading Pairs
Order Book
Transaction History
Portfolio Overview
Trading Tools
Deposit and Withdrawal
Security Features
Liquidity Provision
Referral Program
And more Conclusion
Cryptocurrency exchange script is the best option to build a crypto exchange and trading platform. The real success of your business depends on the cryptocurrency exchange script you choose. Not all crypto exchange scripts can meet users’ expectations.
Hivelance is the pioneer in developing a tech-enabled crypto exchange and trading platform with its premium cryptocurrency exchange script. The team of experts who have strong market understanding and advanced technology knowledge is capable of building a user-centric cryptocurrency exchange script.
Get connected with the team and have a free demo of the ready-to-use cryptocurrency exchange script, launch your cryptocurrency exchange, and start getting High ROI in a short span of time.
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Ready-made crypto exchange clone - Pulsehyip
Create your Peer to Peer crypto exchange clone with our Ready-Made clone business model. Pulsehyip is the Leading crypto exchange service providers in this IT field. We launch an N number of business solution for many industries and startups. Our well-grounded developers provide the best business journey for those who are eager to Start a crypto exchange model with clone websites script.
Are you the one who willing to start the business with exchange clone script, then this is the right platform for your crypto exchange business package development. We provide the end to end customized solution with bug-free support. We can develop a clone script business model for the crypto exchange-listed below.
What is Crypto Exchange Clone Script?
Cryptocurrency Exchange Clone script is generally inspired from an existing website of their unique design, features, and performance. The clone concept getting the overall idea from the existing system which has been already lived in online, By improving with some added features and designs the improved version of our work will be handover to the client.

By preferring Clone script it helps us to save a decent amount from our investment and reduce the time with cost-effective manner. Therefore clone script is the perfect solution for a new startup, it helps you to save the amount from your investment and maximize the scope of success. Want to know more about the types of business clone for crypto exchange. Then, Check out the benefits and the work types of these crypto exchange clone scripts.
Binance Clone Script
Binance is the largest cryptocurrency exchange platform, over 4 million active users are available for per day. This trading system supports multi-languages and more than 50 cryptocurrency coins for the transaction. In recent time binance gain more traffic as it allows the user to pay a quite amount for their transaction fees.
For this cost-effective terms, Binance gains huge user follow-ups for the crypto trading business. This exchange system based on Japan and Tokyo country. Also, Binance accepts global exchange transaction in a real-time manner. Read more about Binance clone script
Localbitcoins Clone Script
LocalBitcoins is one of the most famous bitcoins marketplace that permits users to publish ads or submit their requests to buy or sell bitcoins.
A user can buy a cryptocurrency by mentioning the price and the amount of cryptocurrency they are willing to purchase and pay for a unit that helps to choose and buy whether from nearby people or from anyone all over the world via internet without considering geographical limitations. Read more about Localbitcoins clone script
Paxful Clone Script
Paxful is a well known Bitcoin marketplace which facilitates the peer to peer connectivity between the buyers and the sellers.
Its success was accelerated by the various provisions provided by the platform. Its unique “multiple payment options” for its users to trade with anyone and other options to buy bitcoins easily without any hasty business are some specified reasons. Read more about Paxful clone script
Wazirx Clone Script
Wazirx is the trusted and popular exchange which allows peer to peer exchange of cryptocurrencies like Bitcoin, Ethereum, Litecoin etc.
Wazirx has the feature such as live open order book, system of trading and charting along with simple user interface. Read more about Wazirx clone script
OKEX Clone Script
OKEX is the trusted exchange platform, which allows the professionals to trade tokens with fiat currency conveniently. It is the world largest crypto exchange solution, which is planning to build it with blockchain decentralized manner.
Okex specialty is the trader can trade 100 types of a token in one order. These leading platforms work through to customer to customer exchange services, which allows users to buy and sell the cryptocurrencies or digital assets. Read more about Okex clone script
CoinBase Clone Script
Coinbase is the powerful cryptocurrency exchange script which supports both Fiat to crypto and crypto to Fiat, with simple and elegant design platform. It has a wide range of exchange and trading features; it supports most popular digital currencies.
It is one of the best crypto exchange with the highest volume on trader density. In this wallets, private keys are stored by using AES-256 encryption method. The main reason to choose coinbase is simplicity and user-friendly. Also, it is too flexible for a centralized and decentralized system. Read more about Coinbase clone script
Poloniex Clone Script
Poloniex is the pure centralized exchange platform in this crypto market. It is developed with advanced trading options with a top-notch security system for traders. This is one of the top most searched clone script from traders.
In this Poloniex exchange system, traders can only exchange through crypto to a crypto transaction; Fiat money to cryptocurrency won't support by this clone script. It accepts a global exchange transaction, that anyone can transact their currency from any country for trading. It doesn't have any laws against the cryptocurrency trading. Read more about Poloniex clone script
Remitano Clone Script
Remitano is a p2p cryptocurrency exchange platform launched from 2016 with Seychelles based crypto exchange in buying and selling of digital assets.
Remitano works with an escrow services system in which the seller can perform their selling to trade bitcoin. It is directly sent to the Escrow wallet in which cryptocurrencies undergone in the Remitano exchange aid the customers in countries like united states, united kingdom, Malaysia, India and a lot more. Read more aboutRemitano Clone Script
Bitfinex Clone Script
Bitfinex is the Peer to Peer trading solution, which it accepts multiple cryptocurrencies and fiat money transaction. In this clone script, users can allow trading cryptocurrencies against cryptocurrencies and Crypto to Fiat currencies. In order to these types, Bitfinex trading system gets occur.
Nearly 75 currencies listed in Bitfinex, with this advance features traders can visualize the price range orders. Read more about Bitfinex Clone Script
Bitstamp Clone Script
Bitstamp clone script is the user-friendly crypto trading system, it is especially popular in European countries. It is one of the safest bitcoin exchange platforms for buyer and seller. While comparing to other crypto exchanges Bitstamp exchange stays top with notable success.
The reasons why users preferring Bitstamp is, because of its trustworthy, trading speed, secure transaction Bitstamp sustain at the top on the cryptocurrency market. The competitors for Bitstamp are CoinBase, Kraken, Bitfinex.
Why Hire us?
We are here to develop the extraordinary exchange clone scripts for your business models. Pulsehyip had satisfied our client needs on building crypto exchange solution. Our latest and advanced features simplify the process of managing your crypto business. We also provide free online clone script software demo to make the informed decision before you buy. Pulsehyip provides everything you’ll need and make sure you stand out from the competitor.
Live Demo!!!
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Buy Popular Website Clone Scripts Like Binance and More
Latestscript is an online marketplace where you can buy popular Website Clone Scripts like Binance, Poloiniex, Bittrex, Bitfinex, Coinbase and More..
Binance Clone Script, Binance Clone, Binance Script, Binance website Clone
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Cryptocurrency exchange clone script
Cryptocurrency exchange clone script In this period of the web, we as a whole in all things considered know the astonishing verbalization crypto like bitcoin,ethereum and anything is possible beginning there. In any case, only some of them use these words to get advantage.
The is various frameworks related to the crypto like crypto talks, crypto exchange site, crypto asking business, etc.
Which business is going model one in the crypto world?
The crypto exchange stage is the top-most pay passed on business. Where the buyer and shipper can meet each other to sell or buy crypto.
In case you also need to get more remuneration with less theory. Attempt not to think fundamentally buy clone substance to start the crypto exchange business.
Sellbitbuy offers you an astoundingly secure cryptocurrency exchange clone script content with flawless features.
What is bitfinex exchange sort out?
Bitfinex exchange stage is shared moved cash exchange site. The bitfinex offers far unadulterated fiat cash, edge trading provider and liquidity provider.
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Top 10 Cryptocurrency Exchange Clone Script To Launch your Own Branded Crypto Exchange Today!
Cryptocurrency exchange clone scripts are increasing in popularity every year as more business people and companies look for streamlined solutions for building crypto exchange platform. With built-in cryptocurrency exchange clone script, you won’t need advanced technical skills or coding knowledge to use them. Even the best cryptocurrency exchange clone script will have distinct strengths and benefits to consider before selecting one for your cryptocurrency exchange.

Here is the top 10 list of the crypto exchange clone script on the market:
Binance Clone Script: Binance is a prominent and well-known cryptocurrency exchange. Our Binance Clone script is inspired by Binance and provides the same capabilities, such as trading, security features, multi-currency support, and more.
Coinbase Clone Script: Coinbase is a popular cryptocurrency exchange that emphasizes user-friendliness and regulatory compliance. Hivelance’s Coinbase clone script offers exactly the same functionality, with a special focus on usability and security.
Remitano Clone Script: Remitano is a P2P cryptocurrency exchange that uses escrow to allow users to buy and sell cryptocurrencies directly with one another. Our Remitano clone script, which was inspired by Remitano, enables the development of similar escrow-powered P2P crypto trading platforms.
Paxful Clone Script: Paxful is a well-known peer-to-peer cryptocurrency exchange that allows users to trade directly with one another using a variety of payment methods. Hivelance’s Paxful clone script provides similar functionality for building P2P trading systems.
Kraken Clone Script: Kraken is a renowned cryptocurrency exchange that is known for its high level of safety and innovative trading options. Our Kraken clone script offers identical features such as trading, order matching, and security.
Robinhood Clone Script: Robinhood is a stock trading & investing platform that offers services such as spot trading, fiat-to-crypto trades, and complex order kinds. Our Robinhood clone script enables the development of similar stock trading & investment platforms.
ByBit Clone Script: Bybit is a popular cryptocurrency exchange that offers plenty of trading options such as spot trading, futures trading, and P2P trading. Hivelance’s Bybit clone script provides similar features for building extensive exchange platforms.
OKEx Clone Script: OKEx is a well-known cryptocurrency exchange that offers a variety of trading options such as spot trading, futures, options, and decentralized finance (DeFi). Hivelance’s OKEx clone script aims to replicate these capabilities and assist you in quickly launching your crypto exchange.
Bitfinex Clone Script: Bitfinex is a trustworthy cryptocurrency exchange that provides a variety of trading choices and advanced order types. Our Bitfinex clone script has similar features, such as margin trading and advanced order matching.
KuCoin Clone Script: KuCoin is a prominent cryptocurrency exchange with a user-friendly interface, a variety of trading options, and a large number of listed coins. Hivelance’s KuCoin clone script is designed to replicate major cryptocurrency exchanges such as KuCoin with enhanced functionality.
Want to build your own cryptocurrency exchange but don’t want to start from scratch? Hivelance’s proficient Crypto Exchange Clone Script is the ideal option! You can rapidly set up your exchange and access the growing world of cryptocurrencies with its tremendous features and flexibility!
What makes our Crypto Exchange Clone Script the ideal choice? Here are some key features that set it apart:
Industry-standard security measures
Two-factor authentication
Encrypted data storage
Robust wallet security protocols
Multi Cryptocurrency Supports
High-performance architecture
Fast order matching
Rapid transaction process
High trade volumes
Extensive customization options
Multi-language support
Multiple fiat currencies Support
Seamless API integration
Liquidity Integration
Advanced Trading Features
And more
Maximize Success in the Crypto World with Our Game-Changing Crypto Exchange Script!
With cryptocurrency’s growing popularity, it’s clear that most businesses want to get in on the game. As a result, we have identified the top ten cryptocurrency exchange clone scripts for 2023. Cryptocurrency exchange development can provide businesses with a competitive edge since it is simple to create exchange software with a customizable front-end and a ready-to-deploy back-end, and it can be done rapidly and economically.
Hivelance offers first-rate cryptocurrency exchange development services. Our development team can create a white-label crypto exchange platform to suits your business’s objectives. Get in touch with us to use our more effective, powerful, safe, scalable, and bug-free cryptocurrency exchange script to improve your development strategy for cryptocurrency exchanges.
But wait a minute, there’s more! We provide additional services and features to help you maximize the potential of your cryptocurrency exchange. So use our feature-rich Crypto Exchange Clone Script to unlock your potential for success in the exciting world of cryptocurrencies! Start your own exchange today and join the digital revolution!
Free Demo Available For All Cryptocurrency Exchange Clone Script
#cryptocurrency exchange script#cryptocurrency exchange clone script#bitcoin exchange script#bitcoin exchange clone script
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There’s a wide array of on- and offchain signals that can be used as indicators by cryptocurrency traders. When combined, they paint a detailed picture of the current state of the markets, and suggest which way they may move next. Token Analyst is a service that focuses on exchange inflows and outflows, in a bid to determine which way the money is moving.
Also read: The Struggle to Buy Bitcoin in Crypto-Starved Botswana
Follow the Flow of Cryptocurrency
The cryptocurrency markets exist in a constant state of flux, which can make it hard to cut through the noise and identity the important trading signals. Token Analyst is a market monitoring tool that takes a different approach to the usual Coinmarketcap clones. Rather than focusing on digital asset prices, it’s more concerned with their onchain movements to and from major exchanges such as Binance, Bitfinex, and Bitstamp.
The platform reveals the net change in BTC and ETH over a 24-hour period for each platform, and also offers a subscription-based service for more serious traders interested in viewing real-time exchange inflows. The Hobbyist package is priced at $99 while the Pro package, at $499, includes more advanced features. For the casual and the curious, however, there’s plenty of information that can be sourced from Token Analyst without the need to spend a cent. This includes:
BTC and ETH daily onchain volume
Live feed of onchain transactions for major ERC20 tokens
24-hour transaction count for selected ERC20 tokens
Significant whale transactions
This latter feature covers the BTC and ETH chains, comprising notification of transactions of $500K or more, with a blockchain explorer link provider for further scrutiny.
Token Analyst works well when combined with a pricing tool such as Bitcoin.com’s Markets, which provides real-time information on thousands of cryptocurrencies. Through comparing the movements of major digital assets onchain with the price moves that occur on exchanges, it’s possible to gain a fuller picture of the cryptoconomy and an insight into where the market may be headed next, be it up or down.
What other tracking sites do you use to gain a better understanding of the cryptocurrency markets? Let us know in the comments section below.
Disclaimer: Readers should do their own due diligence before taking any actions related to third party companies or any of their affiliates or services. Bitcoin.com is not responsible, directly or indirectly, for any damage or loss caused or alleged to be caused by or in connection with the use of or reliance on any third party content, goods or services mentioned in this article.
Images courtesy of Shutterstock.
Need to calculate your bitcoin holdings? Check our tools section.
Kai Sedgwick
Kai's been playing with words for a living since 2009 and bought his first bitcoin at $19. It's long gone. He's previously written white papers for blockchain startups and is especially interested in P2P exchanges and DNMs.
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Cryptocurrency exchange clone script
Cryptocurrency exchange clone script In this period of the web, we as a whole in all things considered know the astonishing verbalization crypto like bitcoin,ethereum and anything is possible beginning there. In any case, only some of them use these words to get advantage.
The is various frameworks related to the crypto like crypto talks, crypto exchange site, crypto asking business, etc.
Which business is going model one in the crypto world?
The crypto exchange stage is the top-most pay passed on business. Where the buyer and shipper can meet each other to sell or buy crypto.
In case you also need to get more remuneration with less theory. Attempt not to think fundamentally buy clone substance to start the crypto exchange business.
Sellbitbuy offers you an astoundingly secure cryptocurrency exchange clone script content with flawless features.
What is bitfinex exchange sort out?
Bitfinex exchange stage is shared moved cash exchange site. The bitfinex offers far unadulterated fiat cash, edge trading provider and liquidity provider.
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1000's Of Publications Are On Medium
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This tutorial will walk you through the full process of building a bitcoin bot with PHP – from setup, on to your first execution of an automated trade, and beyond.
Cryptocurrencies
I should not need to tell you but, a couple of months ago you could buy the cryptocurrency Ether for $11, it rapidly went up to $43 (I bought in between those prices) and has now gone to over $335 as of June 2017. Those kinds of gains are nearly unbelievable to a traditional investor and yet these are across the board in this space. Excited yet? So here is a scenario:
You made a ton of money on cryptocurrencies and have some concerns about shuffling it through your bank because of potential capital gains tax issues. There are places that have a solution for you if you want to be able to use this money for other investments. These places won’t make you photograph your license and send it in, just use an email and they provide you with a BTC deposit wallet, demo accounts, APIs, then when you are ready, you send money in and it’s ‘go time’, you can trade everything from treasury bonds to Forex using Cryptocurrencies as your base monetary instrument.
But, you say, I am a coder who likes to automate things, surely we can fire up some BTCbot and we can have it just do the work for us, it will make us millions in our sleep, right?
Probably not.
My solution
I don’t want to write a bot and publish it with a single strategy and just say “here, use this”, I don’t think that is helpful to anyone, I would rather give you the tools and show you how to write strategies yourself, show you how to set up data collection for the strategies and how to implement them in a trading system and see the results.
Also, I don’t want to create this in a new or arcane language, I want this written in PHP which the biggest number of people are familiar with and in a framework (Laravel – here’s a great premium course for sale, and a bunch of free articles if you’re not familiar with it) that is simple to use but powerful enough to let you can create what you need. If you think PHP is just for web pages, read on, this should surprise you.
I like to build systems. I have been working on this post for a while and it represents a good deal of non-derivative custom work. If you have read some of my other tutorials you know that I like to write tutorials that “I wish that I had found instead of having to to write”, so you are in for a thorough read, with a lot of copy-paste style recipes.
Let’s get started.
Steps we are going to take:
Get boilerplate/framework installed.
Walk through the core parts of the system, see what is where.
Install and configure the software we need.
Account creation at the brokerages we will be using, setting up the API keys for the scripts.
Run tests and examples.
Set up websocket streams to get data.
Finding strategies for our automated agents.
Deep dive into Indicators and Candles available to us.
Coding up our first agent.
Testing the agent.
A few closing words about the risks you are taking.
Get boilerplate/framework installed (Bowhead)
You can find the repository for the Bowhead boilerplate at it’s Github repository. It’s a full application already, but we’ll be using its functionality to get the stuff in this post done.
It is recommended you use the extremely Laravel-friendly Homestead Improved Vagrant box for a good, isolated development environment you can get started with in under 5 minutes. If you’re unfamiliar with Vagrant, here’s an excellent re-introduction, and if you’d like to dig deeper, this premium book will teach you amazing things.
git clone http://j.mp/2rp7sam cd bowhead composer install cp .env-example .env sudo pecl install trader echo "extension=trader.so" | sudo tee /etc/php/7.1/mods-available/trader.ini sudo phpenmod trader
Now let’s explain the the current folder structure of the app.
app/Console/Commands/
This is where all our console commands are located.
BitfinexWebsocketCommand.php – Stream market data from Bitfinex
CoinbaseWebsocketCommand.php – Stream market data from GDAX
ExampleForexStrategyCommand.php – Forex example strategy
ExampleStrategyCommand.php – Our example of a strategy
ExampleUsageCommand.php – Basic usage examples
GetHistoricalCommand.php – Pull in historic data from broker
OandaStreamCommand.php – Stream market data from Oanda
app/Util/
Is where all the utility classes that are available are found.
Bitfinex.php – Bitfinex API wrapper
BrokersUtil.php – Utilities for various brokers
Candles.php – All 60 TALib candle methods wrapped
Coinbase.php – GDAX API wrapper
Console.php – Console color, tables and progress
Indicators.php – 21 TALib indicators and moving averages.
Oanda.php – Oanda API wrapper
OneBroker.php – 1Broker API wrapper
Other.php – possible indicators, not implemented yet
testStrategy.php – Here is your test strategy
Whaleclub.php – Whaleclub API wrapper
app/Scripts
Extras and some testing data, these scripts are SKLearn price forecasting scripts taken from a study on beer consumption I thought was really useful, these might be used for market price predictions.
close_prediction.py – SKLearn script to predict a closing price
ohlc-btc.csv – Sample CSV data, if needed
open_prediction.py – SKLearn script to predict an opening price – a python script in the root dir called ‘streaming.py’ which is part of the Oanda streaming command.
If you execute php artisan, you should see something like the following, the part you are interested in is below.
Redis and MySQL
Redis really does not need any tweaking out of the box, it’s installed and ready if you’re using Homestead Improved.
MySQL will need a database and a few tables. Change the credentials in the .env file (create it from .env.example if it doesn’t exist).
DB_CONNECTION=mysql DB_HOST=localhost DB_PORT=3306 DB_DATABASE=homestead DB_USERNAME=homestead DB_PASSWORD=secret
Let’s add the DB dump into MySQL:
mysql -u homestead -psecret < app\Script\DBdump.sql
Open up the database in a tool like Sequel Pro and you will the sample data in the bowhead_ohlc (open, high, low, close) table.
API accounts we need in order to set up automated trading
Full disclosure: Where possible, I have set up bonuses for you on these links, all sites below offer free accounts which do not require ‘verification’ and do not require a deposit. The links are referral links which also bring me some perks if you sign up.
1) Whaleclub is the main site we want to trade on for this tutorial. They key their market data off of the Bitfinex websocket and match with Oanda streaming data for Forex. This site allows you to trade many instruments and commodities with BTC at up to 20x leverage, Forex up to 222x as well as providing BTC-based binary options. They have a simple, easy to understand interface and an excellent API. The API key is found by clicking on your name in the upper-right, and clicking on API. (use DEMO API key to start)
2) 1Broker the secondary site we want to trade on, they are similar to other BTC-based market makers and have a ‘trader follow’ system as well that is fairly interesting, particularly to get people following ‘you’. The API key is found on the right, just under the email icon, there is a small box with what looks like sliders on it, then click on Access & API Management.
3) Oanda is where we get our streaming Forex data, you need an account. API access is found here.
4) Coinbase/GDAX is what used to be called ‘Coinbase Exchange’ and is now called GDAX. I have been automated-trading there since they first opened. The API key is found at the far upper-right, then click on API and create your keys.
5) Bitfinex – you need an account here with an API key so we can get Cryptocurrency quotes. API keys are found under ‘Account’ then click on API.
6) Poloniex is like Bitfinex but supports many alt-coins. API keys are found under Settings – API Keys.
7) TradingView is not mandatory, but you will want an account there because all the indicators bowhead uses can be viewed on charts to help you build your strategies.
The reasoning behind this combination is that the Whaleclub and 1Broker APIs are rate limited, WC only allows 60 requests per minute, if we want to make sure we have streaming real-time data to work with we need to stream from a BTC brokerage. Same with Forex.
Definitely look around on these sites and see what they have to offer, I’ve been around the block with a lot of brokers and market maker sites and for BTC, these are all good as of June 2017. For Forex, Oanda is great, but for the purposes here of trading using BTC we just need their streaming Forex data.
Once you get the API keys for these sites, you will want to put them in your .env file.
NOTE: Start off by using DEMO/TEST API keys, DO NOT use real money API keys with untested trading scripts.
Let’s test that we are set up right.
Bowhead has a testing script to verify that everything is set up correctly and that you have the right API keys, PHP version and the Trader extension is correctly installed.
php artisan bowhead:example_usage
This script will stop on any issues that you may have and provide commands to run to fix the issues or links to get API keys you might still need.
Let’s get data flowing in
We have two things we need to do for data here so we can create an automated trading system that can trade both Crypto and Forex pairs. We will be using this data to trade on BTC market maker sites in real time.
Get streaming Forex data coming into our database from Oanda.
Get streaming Cryptocurrency data coming into our database from Bitfinex
Note: You should have the screen command installed on the server the app is running on. Screen is a terminal tool for detaching windows and keeping them running in the background. You can detach a screen, log off and come back and reattach to it from another location at another time.
screen python streaming.py screen php artisan bowhead:oanda_stream
This is what the Forex streamer looks like if you turn the echo back on.
Now if the Forex markets are open (U.S.A Eastern time, Sunday 5:00pm to Friday 4pm) you will start to see data flowing into the bowhead_ohlc table for the currency pairs that are traded on Whaleclub. The list is in streaming.py and can be modified there. The following pairs are all streaming into your database in real time now. USD_JPY, EUR_USD, AUD_USD, EUR_GBP, USD_CAD, USD_CHF, USD_MXN, USD_TRY, USD_CNH, NZD_USD
Now we have regular Forex data, lets add in the BTC/USD currency pair.
screen php artisan bowhead:websocket_bitfinex
Crypto markets are open 24/7 and you should begin to see current data flowing in immediately.
To see these running processes and reattach to them use screen -list and screen -r
~$ screen -list There are screens on: 4604.ttys005.Joels-MacBook-Pro-2 (Detached) 4636.ttys005.Joels-MacBook-Pro-2 (Detached) 4652.ttys005.Joels-MacBook-Pro-2 (Detached) 3 Sockets in /var/folders/bq/79z2kd916hbd39n5bckb5_s00000gn/T/.screen.
The numbers on the left are the screen IDs so in this instance you can reattach to the latest (Bitfinex) screen by using the following command.
screen -r 4604
We are only using screen for the purposes of this tutorial on a local machine, for a server environment we put these on supervisord to make sure they are always running on our server and if they die, then they are restarted.
This is the supervisord conf I use for this, you may need to change the directory for your user. From /etc/supervisor/conf.d/crypt.conf:
[program:oanda] command=/usr/bin/python streaming.py user=ubuntu directory=/home/ubuntu/bowhead startretries=3 stopwaitsecs=10 autostart=true [program:o_stream] command=/usr/bin/php artisan bowhead:oanda_stream user=ubuntu directory=/home/ubuntu/bowhead startretries=3 stopwaitsecs=10 autostart=true [program:wsbitfinex] command=/usr/bin/php artisan bowhead:websocket_bitfinex directory=/home/ubuntu/bowhead startretries=3 stopwaitsecs=10 autostart=true
You can see what these look like in Supervisor with
~$ sudo supervisorctl o_stream RUNNING pid 31644, uptime 1 day, 22:15:24 oanda RUNNING pid 31645, uptime 1 day, 22:15:24 wsbitfinex RUNNING pid 31646, uptime 1 day, 22:15:24 supervisor> help default commands (type help <topic>): ===================================== add exit open reload restart start tail avail fg pid remove shutdown status update clear maintail quit reread signal stop version supervisor>
note: Currently, bowhead only supports BTC/USD from Bitfinex, I will be adding ETH and LTC in future revisions. You can create an ETH version of this if you want by copying and modifying the BitfinexWebsockCommand.php file to use ETHUSD and renaming the class. You will need to add any new commands class to the $commands array in app/Console/Kernel.php
Finding strategies
So, we have our boilerplate/framework set up. We have accounts and we have data flowing into our database. We also have our indicator/signals and candles working. Let’s jump in and see how to create a very simple strategy.
Now that we see how we can use this, we need strategies and we need to know how to find more strategies. Quantopian is a great resource for strategies.
For instance, two that I was recently looking at: “Stocks On The Move” and “Trading on multiple TA-Lib signals” are both interesting, however saying we use TALib methods in bowhead, lets go with the latter, additionally this will only be for BTC as Oanda does not return Volume with forex pairs.
You will notice that this strategy uses three signals to determine if a stock (or in our case a pair) is overbought (sell) or underbought (buy).
Money flow index (mfi)
Commodity channel index (cci)
Chande momentum oscillator (cmo)
This is a simple technicals strategy where if all three of these indicators agree then we go the direction they say to go. Here is the core part of the strategy in code.
$indicators = new \Bowhead\Util\Indicators(); $recentData = $util->getRecentData('BTC/USD'); $cci = $indicators->cci($instrument, $recentData); $cmo = $indicators->cmo($instrument, $recentData); $mfi = $indicators->mfi($instrument, $recentData); /** instrument is overbought, we will short */ if ($cci == -1 && $cmo == -1 && $mfi == -1) { $overbought = 1; } /** It is underbought, we will go LONG */ if ($cci == 1 && $cmo == 1 && $mfi == 1) { $underbought = 1; }
Don’t worry about putting this anywhere, this strategy is included in bowhead as a console command
php artisan bowhead:example_strategy
NOTE: DO NOT RUN THIS ON YOUR LIVE ACCOUNT UNTIL YOU HAVE TESTED IT, USE YOUR DEMO API KEY TO START.
The output will look like this!
If you would like to see what these look like on a chart, then head over to TradingView and add the indicators. TradingView idea stream is another great place to find strategies and see what other people are doing and you can view the strategies in the source code section of of TradingView.
Bowhead Indicators and Candles
I provide two classes in bowhead for checking signals on data: Candles and Indicators. Each class has an all method which will run all the methods in its parent class over the data you provide.
To keep things as simple as possible without sacrifice of functionality all methods in both of these libraries provide a return as -1, 0 or 1. Where ‘1’ will always be the buy or ‘bullish’ side and ‘-1’ will always be the sell or ‘bearish’ side, where applicable. There are a couple which return -100 and 100 as returns, please read the comments above each method and in each class for more info about abnormal return values as there are links to explain what they do and why we use them as well as what they represent and how you can use them in your scripts.
Candles.php — the allCandles() method will check for the presence of 60 specific candles across your dataset. It returns a complex array which will even provide the data point location of the candle and data points around the candle. For purposes of automated scripting, the current array in the return is the candles that are currently active.
Indicators.php —Provides multiple indicators over a dataset, these are all the common technical indicators such as Bollinger bands, RSI and many types of moving averages. These include overlap studies, momentum indicators, volume indicators and volatility indicators. There are no cycle indicators yet. The core methods are adx, aroonosc, cmo, sar, cci, mfi, obv, stoch, rsi, macd, bollingerBands, atr with MA methods of sma, ema, wma, dema, tema, trima, kama, mama, and t3 which can be combined using macdext() fairly dynamically.
SMA methods are typically called by themselves as they cannot respond with a buy or sell signal
These two sets of indicators and candles can be combined in many different ways that have been noted in the comments at the top of each class. Combining MA cross overs with Bearish/Bullish candle patterns (which would not be apparent to a moving average), you can pinpoint your entries and exits much better.
Packaging these trader methods in this way provides a lot of flexibility to you to be able to use them very easily and as you notice above, translating a strategy is very simple when you have only buy(1)/hold(0)/sell(-1) signals.
Code it up
So, lets do another quick script that will showcase what we do, this time lets do a Forex bot that trades all the pairs on WC, and it will use the following technical strategy.
Average directional movement index (ADX) is a trend indicator that typically returns a number from 0–100. Under 20 it indicates a weak trend, over 50 it indicates a strong trend. Bowhead returns a -1 for under 20 and a 1 for over 50;
Two simple moving averages, on period 6 and period 40. Period 6 SMA will follow the price very closely and just smooth out any spikes. An SMA 40 is a much more smoothed average which will cross the period 6 at various points when movements start taking place. The ADX is a check that we are indeed in a trend and not in a ranging (sideways) market.
When ADX registers a trend (over 50), and our SMA(40) down-crosses the SMA(6) we can buy as the trend is now moving up.
When ADX registers a trend and our SMA (40) up-crosses the SMA(6) we can sell as the trend is now moving down.
Here is what this looks like on TradingView, orange in the bottom is the ADX, the green line is the SMA(6) and the blue line is the SMA(40). You can see where you would most likely want to do your trades and lo and behold, we have some line crossings at or near those exact places.
Seems kind of complicated? Not when you are working in bowhead. The main thing is we need to get the data off the stack for checking previous and current values, that way you can tell when a moving average has crossed another moving average.
$recentData = $util->getRecentData($instrument); $adx = $indicators->adx($instrument, $recentData); $_sma6 = trader_sma($recentData['close'], 6); $sma6 = array_pop($_sma6); $prior_sma6 = array_pop($_sma6); $_sma40 = trader_sma($recentData['close'], 40); $sma40 = array_pop($_sma40); $prior_sma40 = array_pop($_sma40); /** have the lines crossed? */ $down_cross = (($prior_sma6 <= $sma40 && $sma6 > $sma40) ? 1 : 0); $up_cross = (($prior_sma40 <= $sma6 && $sma40 > $sma6) ? 1 : 0); Now you can just if ($adx == 1 && $down_cross) { $buy = 1; } if ($adx == 1 && $up_cross) { $sell = 1; }
Testing it
Okay, so I provided this as the following file, ADX will spit out errors (-9) without at least 21 data points, so keep that in mind.
app/Console/Commands/ExampleForexStrategyCommand.php ~$ php artisan bowhead:example_forex_strategy
This is what it looks like.
Closing words and a note about risk
Now you can find strategies and quickly build your own scripts to trade cryptocurrencies via technical indicators and candle patterns. The sky is the limit.
Because this is within the Laravel framework, you can create web pages to manage your automated trading, easily create strategies using web-based tools. You can use the queues and jobs system to have strategy ‘workers’ (I will be adding this as I update it), broadcasts, and so on.
Now to talk about risk.
I would like to point out that there is SUBSTANTIAL risk involved in cryptocurrency trading and you need to make sure you are in demo mode when testing and working out your strategies. This is of paramount importance as I would hate to hear of someone who lost any amount of money because of this.
I am personally fairly risk tolerant and sometimes it pays off. I use Bowhead to do WC ‘Turbo’ trading (which is Forex Binary options), these are a ‘guess’ if the price will be up or be down in 1 minute and 5 minute contracts. If you guess right then win up to 75% return, if you guess wrong then you lose your entire bet. There are some Forex strategies specifically for Turbo trading that I have had some good luck with. However, be aware that most require you are in a trending market. So an indicator like ADX on a longer period is not a bad choice.
Here is an example of one strategy that was working.
Final note
Part 2 will go over making your bot talk to all the exchanges and even attempt to discern price discrepancies, building real-time GDAX straddle-bot using about five Forex strategies and even setting up Bowhead as an API.
If you notice any errors here or have any issues with the code, please let me know, make a comment here or open an issue in the Github repository and I will address it.
— Keep in mind that this project is under active development.
http://j.mp/2roF3kZ via SitePoint URL : http://j.mp/2c7PqoM
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Crypto exchange Script In this period of the web, we as a whole in all things considered know the astonishing verbalization crypto like bitcoin,ethereum and anything is possible beginning there. In an
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How to Build a Cryptocurrency Auto-Trader Bot with PHP? 💰
This tutorial will walk you through the full process of building a bitcoin bot with PHP - from setup, on to your first execution of an automated trade, and beyond.
Cryptocurrencies
I should not need to tell you but, a couple of months ago you could buy the cryptocurrency Ether for $11, it rapidly went up to $43 (I bought in between those prices) and has now gone to over $335 as of June 2017. Those kinds of gains are nearly unbelievable to a traditional investor and yet these are across the board in this space. Excited yet? So here is a scenario:
You made a ton of money on cryptocurrencies and have some concerns about shuffling it through your bank because of potential capital gains tax issues. There are places that have a solution for you if you want to be able to use this money for other investments. These places won’t make you photograph your license and send it in, just use an email and they provide you with a BTC deposit wallet, demo accounts, APIs, then when you are ready, you send money in and it’s ‘go time’, you can trade everything from treasury bonds to Forex using Cryptocurrencies as your base monetary instrument.
But, you say, I am a coder who likes to automate things, surely we can fire up some BTCbot and we can have it just do the work for us, it will make us millions in our sleep, right?
Probably not.
My solution
I don’t want to write a bot and publish it with a single strategy and just say “here, use this”, I don’t think that is helpful to anyone, I would rather give you the tools and show you how to write strategies yourself, show you how to set up data collection for the strategies and how to implement them in a trading system and see the results.
Also, I don’t want to create this in a new or arcane language, I want this written in PHP which the biggest number of people are familiar with and in a framework (Laravel - here's a great premium course for sale, and a bunch of free articles if you're not familiar with it) that is simple to use but powerful enough to let you can create what you need. If you think PHP is just for web pages, read on, this should surprise you.
I like to build systems. I have been working on this post for a while and it represents a good deal of non-derivative custom work. If you have read some of my other tutorials you know that I like to write tutorials that “I wish that I had found instead of having to to write”, so you are in for a thorough read, with a lot of copy-paste style recipes.
Let’s get started.
Steps we are going to take:
Get boilerplate/framework installed.
Walk through the core parts of the system, see what is where.
Install and configure the software we need.
Account creation at the brokerages we will be using, setting up the API keys for the scripts.
Run tests and examples.
Set up websocket streams to get data.
Finding strategies for our automated agents.
Deep dive into Indicators and Candles available to us.
Coding up our first agent.
Testing the agent.
A few closing words about the risks you are taking.
Get boilerplate/framework installed (Bowhead)
You can find the repository for the Bowhead boilerplate at it’s Github repository. It's a full application already, but we'll be using its functionality to get the stuff in this post done.
It is recommended you use the extremely Laravel-friendly Homestead Improved Vagrant box for a good, isolated development environment you can get started with in under 5 minutes. If you're unfamiliar with Vagrant, here's an excellent re-introduction, and if you'd like to dig deeper, this premium book will teach you amazing things.
git clone http://ift.tt/2rhggPO cd bowhead composer install cp .env-example .env sudo pecl install trader echo "extension=trader.so" | sudo tee /etc/php/7.1/mods-available/trader.ini sudo phpenmod trader
Now let's explain the the current folder structure of the app.
app/Console/Commands/
This is where all our console commands are located.
BitfinexWebsocketCommand.php - Stream market data from Bitfinex
CoinbaseWebsocketCommand.php - Stream market data from GDAX
ExampleForexStrategyCommand.php - Forex example strategy
ExampleStrategyCommand.php - Our example of a strategy
ExampleUsageCommand.php - Basic usage examples
GetHistoricalCommand.php - Pull in historic data from broker
OandaStreamCommand.php - Stream market data from Oanda
app/Util/
Is where all the utility classes that are available are found.
Bitfinex.php - Bitfinex API wrapper
BrokersUtil.php - Utilities for various brokers
Candles.php - All 60 TALib candle methods wrapped
Coinbase.php - GDAX API wrapper
Console.php - Console color, tables and progress
Indicators.php - 21 TALib indicators and moving averages.
Oanda.php - Oanda API wrapper
OneBroker.php - 1Broker API wrapper
Other.php - possible indicators, not implemented yet
testStrategy.php - Here is your test strategy
Whaleclub.php - Whaleclub API wrapper
app/Scripts
Extras and some testing data, these scripts are SKLearn price forecasting scripts taken from a study on beer consumption I thought was really useful, these might be used for market price predictions.
close_prediction.py - SKLearn script to predict a closing price
ohlc-btc.csv - Sample CSV data, if needed
open_prediction.py - SKLearn script to predict an opening price - a python script in the root dir called ‘streaming.py’ which is part of the Oanda streaming command.
If you execute php artisan, you should see something like the following, the part you are interested in is below.
Redis and MySQL
Redis really does not need any tweaking out of the box, it's installed and ready if you're using Homestead Improved.
MySQL will need a database and a few tables. Change the credentials in the .env file (create it from .env.example if it doesn't exist).
DB_CONNECTION=mysql DB_HOST=localhost DB_PORT=3306 DB_DATABASE=homestead DB_USERNAME=homestead DB_PASSWORD=secret
Let's add the DB dump into MySQL:
mysql -u homestead -psecret < app\Script\DBdump.sql
Open up the database in a tool like Sequel Pro and you will the sample data in the bowhead_ohlc (open, high, low, close) table.
API accounts we need in order to set up automated trading
Full disclosure: Where possible, I have set up bonuses for you on these links, all sites below offer free accounts which do not require ‘verification’ and do not require a deposit. The links are referral links which also bring me some perks if you sign up.
1) Whaleclub is the main site we want to trade on for this tutorial. They key their market data off of the Bitfinex websocket and match with Oanda streaming data for Forex. This site allows you to trade many instruments and commodities with BTC at up to 20x leverage, Forex up to 222x as well as providing BTC-based binary options. They have a simple, easy to understand interface and an excellent API. The API key is found by clicking on your name in the upper-right, and clicking on API. (use DEMO API key to start)
2) 1Broker the secondary site we want to trade on, they are similar to other BTC-based market makers and have a ‘trader follow’ system as well that is fairly interesting, particularly to get people following ‘you’. The API key is found on the right, just under the email icon, there is a small box with what looks like sliders on it, then click on Access & API Management.
3) Oanda is where we get our streaming Forex data, you need an account. API access is found here.
4) Coinbase/GDAX is what used to be called ‘Coinbase Exchange’ and is now called GDAX. I have been automated-trading there since they first opened. The API key is found at the far upper-right, then click on API and create your keys.
5) Bitfinex - you need an account here with an API key so we can get Cryptocurrency quotes. API keys are found under ‘Account’ then click on API.
6) Poloniex is like Bitfinex but supports many alt-coins. API keys are found under Settings - API Keys.
7) TradingView is not mandatory, but you will want an account there because all the indicators bowhead uses can be viewed on charts to help you build your strategies.
The reasoning behind this combination is that the Whaleclub and 1Broker APIs are rate limited, WC only allows 60 requests per minute, if we want to make sure we have streaming real-time data to work with we need to stream from a BTC brokerage. Same with Forex.
Definitely look around on these sites and see what they have to offer, I’ve been around the block with a lot of brokers and market maker sites and for BTC, these are all good as of June 2017. For Forex, Oanda is great, but for the purposes here of trading using BTC we just need their streaming Forex data.
Once you get the API keys for these sites, you will want to put them in your .env file.
Continue reading %How to Build a Cryptocurrency Auto-Trader Bot with PHP? 💰%
by Joel Degan via SitePoint http://ift.tt/2s1Qbaa
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