Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Free Learning
Arrow right icon
Arrow up icon
GO TO TOP
Getting Started with Forex Trading Using Python

You're reading from   Getting Started with Forex Trading Using Python Beginner's guide to the currency market and development of trading algorithms

Arrow left icon
Product type Paperback
Published in Mar 2023
Publisher Packt
ISBN-13 9781804616857
Length 384 pages
Edition 1st Edition
Languages
Arrow right icon
Author (1):
Arrow left icon
Alex Krishtop Alex Krishtop
Author Profile Icon Alex Krishtop
Alex Krishtop
Arrow right icon
View More author details
Toc

Table of Contents (21) Chapters Close

Preface 1. Part 1: Introduction to FX Trading Strategy Development
2. Chapter 1: Developing Trading Strategies – Why They Are Different FREE CHAPTER 3. Chapter 2: Using Python for Trading Strategies 4. Chapter 3: FX Market Overview from a Developer's Standpoint 5. Part 2: General Architecture of a Trading Application and A Detailed Study of Its Components
6. Chapter 4: Trading Application: What’s Inside? 7. Chapter 5: Retrieving and Handling Market Data with Python 8. Chapter 6: Basics of Fundamental Analysis and Its Possible Use in FX Trading 9. Chapter 7: Technical Analysis and Its Implementation in Python 10. Chapter 8: Data Visualization in FX Trading with Python 11. Part 3: Orders, Trading Strategies, and Their Performance
12. Chapter 9: Trading Strategies and Their Core Elements 13. Chapter 10: Types of Orders and Their Simulation in Python 14. Chapter 11: Backtesting and Theoretical Performance 15. Part 4: Strategies, Performance Analysis, and Vistas
16. Chapter 12: Sample Strategy – Trend-Following 17. Chapter 13: To Trade or Not to Trade – Performance Analysis 18. Chapter 14: Where to Go Now? 19. Index 20. Other Books You May Enjoy

The general architecture of a trading application

Now, we can improve our initial diagram (see Figure 1.1) representing the architecture of a trading application. Although it is still very general and high level, it now radically differs from what we suggested in the beginning:

Figure 1.3 – More complete general architecture of a trading app

Figure 1.3 – More complete general architecture of a trading app

Here, we can see that the real trading application features a number of blocks or modules, and some of them receive feedback from others. After we have received market data, we should clean it up and add storage and retrieval facilities, as pieces of data may be reused in the following code. Then, we generate trading signals according to the strategy logic. But before sending these signals to the market in the form of orders, we should do some checks to make sure that the order size is comfortable for both the strategy and the market. After that, we actually trade – send orders to the market controlling their execution. And finally, we track the open positions and manage exposure according to the running profit or loss.

You have been reading a chapter from
Getting Started with Forex Trading Using Python
Published in: Mar 2023
Publisher: Packt
ISBN-13: 9781804616857
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $19.99/month. Cancel anytime
Banner background image