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Getting Started with Forex Trading Using Python

You're reading from  Getting Started with Forex Trading Using Python

Product type Book
Published in Mar 2023
Publisher Packt
ISBN-13 9781804616857
Pages 384 pages
Edition 1st Edition
Languages
Author (1):
Alex Krishtop Alex Krishtop
Profile icon Alex Krishtop

Table of Contents (21) Chapters

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

Retrieving data – garbage in, garbage out

The FIX protocol is universal by design and thus can be used not only for ordering but also for data retrieval. However, in most cases, it is not actually used for market data transfer; instead, trading venues provide their own proprietary APIs to retrieve data from there.

As always, in this gloomy world of communication protocols, everything is individual and each trading venue offers its own API. However, in general, all broker APIs are implemented as REST or Websockets. The former is convenient for occasional requests for quotes, while the latter is best for continuous subscriptions that allow receiving real-time market data.

The following examples I provide are taken from the API of LMAX, one of the key ECNs in the FX market. They are not only great because of their openness to any client, big or small, but also because they are one of the very few trading venues that publicly disseminate real-time market data – and...

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