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Python for Algorithmic Trading Cookbook

You're reading from   Python for Algorithmic Trading Cookbook Recipes for designing, building, and deploying algorithmic trading strategies with Python

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Product type Paperback
Published in Aug 2024
Publisher Packt
ISBN-13 9781835084700
Length 404 pages
Edition 1st Edition
Languages
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Author (1):
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Jason Strimpel Jason Strimpel
Author Profile Icon Jason Strimpel
Jason Strimpel
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Table of Contents (16) Chapters Close

Preface 1. Chapter 1: Acquire Free Financial Market Data with Cutting-Edge Python Libraries FREE CHAPTER 2. Chapter 2: Analyze and Transform Financial Market Data with pandas 3. Chapter 3: Visualize Financial Market Data with Matplotlib, Seaborn, and Plotly Dash 4. Chapter 4: Store Financial Market Data on Your Computer 5. Chapter 5: Build Alpha Factors for Stock Portfolios 6. Chapter 6: Vector-Based Backtesting with VectorBT 7. Chapter 7: Event-Based Backtesting Factor Portfolios with Zipline Reloaded 8. Chapter 8: Evaluate Factor Risk and Performance with Alphalens Reloaded 9. Chapter 9: Assess Backtest Risk and Performance Metrics with Pyfolio 10. Chapter 10: Set Up the Interactive Brokers Python API 11. Chapter 11: Manage Orders, Positions, and Portfolios with the IB API 12. Chapter 12: Deploy Strategies to a Live Environment 13. Chapter 13: Advanced Recipes for Market Data and Strategy Management 14. Index 15. Other Books You May Enjoy

Creating a Contract object with the IB API

When requesting market data or generating orders, we do it using the IB Contract object. An IB Contract contains all the information required for IB to correctly identify the instrument in question. Using one class, we can represent a broad spectrum of financial instruments, including stocks, options, futures, and more. In this recipe, we’ll create an IB Contract.

The Contract class is used to define the specifications of a financial instrument that we might want to trade or query. The class has all the necessary details that uniquely identify a financial instrument across various asset classes, such as stocks, options, futures, forex, bonds, and more.

A key attribute of the Contract class is conId (contract ID), which is a unique identifier assigned by IB to each financial instrument. However, in many cases, we do not need to specify this ID directly. Instead, we typically provide other descriptive attributes that the IB system...

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