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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
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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 an Order object with the IB API

Similar to how a Contract object encapsulates all the information IB needs for financial instruments, Order objects contain all the information required for IB to correctly place orders in the market. IB is famous for having dozens of order types, from simple market orders to advanced algorithms that slowly execute trades based on time or volume conditions. Key attributes of the Order class include the following:

  • orderId: A unique identifier for the order, typically assigned by the client
  • action: Specifies the action type of the order, such as BUY or SELL
  • totalQuantity: The amount of the asset to be bought or sold
  • orderType: Defines the type of order, such as LMT for limit orders or MKT for market orders
  • lmtPrice: The limit price for limit orders
  • auxPrice: Used for stop or stop-limit orders to specify the stop price
  • tif: Time in force, determining how long the order remains active
  • outsideRTH: A boolean indicating...
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