How i can Use Amibroker with Upstox ?

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Amibroker is a popular and powerful technical analysis and charting software widely used by traders worldwide. Upstox is one of India's leading trading platforms, known for its ease of use and advanced features. Integrating Amibroker with Upstox allows traders to leverage Amibroker's robust analytical tools with Upstox's seamless trading capabilities. This tutorial will guide you through the steps to set up and use Amibroker with Upstox.

Prerequisites
Before we begin, ensure you have the following:

1. Amibroker: Installed and licensed on your computer.
2. Upstox Account: An active account with Upstox.
3. API Access: Access to Upstox API (requires a subscription from Upstox).
4. Internet Connection: A stable internet connection for seamless integration.

Step-by-Step Guide
Step 1: Install Amibroker

1. Download and Install Amibroker:
   • Visit the Amibroker website and download the latest version of Amibroker.
   • Follow the installation instructions provided on the website to install Amibroker on your computer.
2. Activate Amibroker:
   • After installation, launch Amibroker and activate your license using the license key provided upon purchase.

Step 2: Subscribe to Upstox API

1. Visit the Upstox Developer Portal:
   • Go to the Upstox Developer Portal and sign in with your Upstox account credentials.
2. Subscribe to Upstox API:
   • Navigate to the "API" section and subscribe to the API. You may need to provide some details and make a payment for the subscription.
3. Obtain API Key and Secret:
   • After subscribing, you will receive an API key and secret. Note these down as they will be required for integration.

Step 3: Install Python and Required Libraries

1. Download and Install Python:
   • Visit the Python website and download the latest version of Python.
   • Follow the installation instructions to install Python on your computer.
2. Install Required Libraries:
   • Open the Command Prompt or Terminal and install the necessary libraries using pip:
     bash
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     pip install upstox-python
     pip install pandas

Step 4: Create a Python Script for Data Fetching

1. Create a New Python Script:
   • Open a text editor (e.g., Notepad, VS Code) and create a new Python script named fetch_data.py.
2. Write the Script:
   • Use the following code as a template for your script:
     python
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     from upstox_api.api import *
     
     # Initialize Upstox
     api_key = "YOUR_API_KEY"
     api_secret = "YOUR_API_SECRET"
     redirect_uri = "YOUR_REDIRECT_URI"
     session = Session(api_key)
     session.set_redirect_uri(redirect_uri)
     session.set_api_secret(api_secret)
     session.set_code("YOUR_AUTHORIZATION_CODE")
     
     access_token = session.retrieve_access_token()
     upstox = Upstox(api_key, access_token)
     
     # Fetch historical data
     instrument = upstox.get_instrument_by_symbol('NSE_EQ', 'RELIANCE')
     historical_data = upstox.get_ohlc(instrument, OHLCInterval.Day_1, datetime.datetime(2022, 1, 1), datetime.datetime(2023, 1, 1))
     
     # Convert data to DataFrame
     df = pd.DataFrame(historical_data)
     df.to_csv("data.csv", index=False)
     print("Data fetched and saved to data.csv")
   • Replace "YOUR_API_KEY", "YOUR_API_SECRET", "YOUR_REDIRECT_URI", and "YOUR_AUTHORIZATION_CODE" with your actual API key, secret, redirect URI, and authorization code. Replace 'RELIANCE' with the symbol of the stock or asset you are interested in.
3. Run the Script:
   • Open the Command Prompt or Terminal, navigate to the directory where your script is saved, and run the script:
     bash
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     python fetch_data.py
   • The script will fetch historical data from Upstox and save it as data.csv in the same directory.

Step 5: Import Data into Amibroker

1. Launch Amibroker:
   • Open Amibroker on your computer.
2. Create a New Database:
   • Go to File > New > Database.
   • Enter a name for your database and select a location to save it.
   • Click Create.
3. Configure Data Source:
   • Go to File > Import Wizard.
   • Select CSV file as the data source and click Next.
   • Browse and select the data.csv file generated by your Python script.
   • Follow the import wizard instructions to map the data fields (Date, Open, High, Low, Close, Volume).
4. Complete the Import:
   • Click Finish to complete the import process.
   • Your historical data should now be available in Amibroker for analysis.

Step 6: Automate Trading with Amibroker and Upstox

1. Develop a Trading Strategy:
   • Use Amibroker’s AFL (Amibroker Formula Language) to develop and backtest your trading strategy.
2. Configure Auto-Trading:
   • Write a new Python script for placing orders based on signals generated by Amibroker. Here's a simple example:
     python
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     from upstox_api.api import *
     
     api_key = "YOUR_API_KEY"
     api_secret = "YOUR_API_SECRET"
     redirect_uri = "YOUR_REDIRECT_URI"
     session = Session(api_key)
     session.set_redirect_uri(redirect_uri)
     session.set_api_secret(api_secret)
     session.set_code("YOUR_AUTHORIZATION_CODE")
     
     access_token = session.retrieve_access_token()
     upstox = Upstox(api_key, access_token)
     
     def place_order(signal):
     if signal == "BUY":
     order = upstox.place_order(
     transaction_type=TransactionType.Buy,
     instrument=upstox.get_instrument_by_symbol('NSE_EQ', 'RELIANCE'),
     quantity=1,
     order_type=OrderType.Market,
     product=ProductType.Delivery
     )
     elif signal == "SELL":
     order = upstox.place_order(
     transaction_type=TransactionType.Sell,
     instrument=upstox.get_instrument_by_symbol('NSE_EQ', 'RELIANCE'),
     quantity=1,
     order_type=OrderType.Market,
     product=ProductType.Delivery
     )
     
     # Example signal from Amibroker
     signal = "BUY" # Replace with actual signal
     place_order(signal)
   • Replace "YOUR_API_KEY", "YOUR_API_SECRET", "YOUR_REDIRECT_URI", "YOUR_AUTHORIZATION_CODE", and 'RELIANCE' with your actual values.
3. Run the Script:
   • Ensure your script is running in the background to place orders based on signals from Amibroker.

Conclusion
Integrating Amibroker with Upstox can significantly enhance your trading capabilities by combining Amibroker’s advanced analytical tools with Upstox’s efficient trading platform. This tutorial has provided a step-by-step guide to set up and use this powerful combination. By leveraging these tools, you can automate your trading strategies, manage risks more effectively, and make informed trading decisions. Happy trading!