I will walk you through building a streaming system for Ethereum on Binance using Python. We break it down into steps, including creating a new symbol each time.
Step 1: Install Required Libraries and Tools
You need to install the following libraries:
- «pandas» for data processing
- Numpy for numerical calculations
- «matplotlib» or «seaborn» for plotting (optional)
- «binance-api» to interact with the Binance API
You can install them with pip :
pip install pandas numpy matplotlib seaborn
Step 2: Create your Binance account
Create a new account on Binance and generate an API key, secret key, and exchange name.
Step 3: Write the get_symbol function
This function analyzes the market and creates a symbol for the largest coin. We use the binance-api library to interact with the Binance API.
import pandas as PD
import numpy as np
binance.client import client
from binance.exceptions this APIException
Set up your Binance API login detailsapi_key = 'YOUR_API_KEY'
api_secret = 'YOUR_API_SECRET'
Create a new Binance client instanceclient = Client(api_key=api_key, api_secret=api_secret)
get_symbol(top_gainer_function) definition:
Set the main amplifier functionget_top_gainer() definition:
Browse the market and retrieve the best withdrawal coinsymbol = 'BTCUSDT'
return symbol
Call Top Gainer to get the highest gain cointop_gainer = get_top_gainer()
top_gainer_func(symbol)
Example usage:get_symbol(top_gainer_func=top_gainer)
In this example, we define a function «get_symbol» that calls another function («top_gainer_func») to generate the highest winning coin for the symbol. We use an anonymous function («get_top_gainer») as the return value for the «top_gainer_func» parameter. The «get_symbol» function is then called with this symbol.
Step 4: Create a schedule to call the get_symbol function
If you want to run this script continuously, we will create a schedule using the schedule library. We use the get_symbol function to create a new symbol each time.
import schedule
import time
def get_symbol() :
Call the get_symbol functiongainer_top_function = 'gainer_top'
get_symbol(gainer_top_function=gainer_top_function)
Create a schedule to call the get_symbol function every 10 secondsschedule.every(10).seconds.do(get_symbol)
Step 5: Run the script
Finally, we will run this script as a daemon using «multiprocessing» or «subprocess».
import multiprocessing
definition main() :
Create a new Binance client instanceclient = Client(api_key=api_key, api_secret=api_secret)
while True :
program.run_pending()
time.sleep(1)
if __name__ == '__main__':
multiprocessing.Process(target=get_symbol).start()
This creates a new process that runs the get_symbol function every 10 seconds.
That’s it! You now have a streaming system for Ethereum on Binance using Python. When you run this script, it will call the «top_gainer_func» parameter to create a symbol for the top gainer’s coin and display it in your chat or console.