💰 Bitcoin trading bot based on a simple exponential moving average (trading via Coinbase).
I'm trying to write a simple bot that sells bitcoin the moment it makes enough profit to pay for transaction fees, plus a small margin. It will do this thousands of times per day, and hopefully profit in the long run as long as the market is volatile and trending upwards (i.e. as long as not too many people are running bots exactly like this one).
If everyone ran bots like this the market would be flat, and no one would profit because bots would quickly equalize any fluctuations, but based on the recent press and hubub around bitcoin, I think it's volatile enough to make a small profit using a simple algorithm like this one.
The algorithm works by making a set of small initial buys (~$10), then tracking the market price in relation to the purchased price. If the price drops below the purchase price, it'll sell immediately to avoid any losses. If the price rises back above the purchase price, it'll rebuy the same amount, and sell once it goes above the min profit margin amount + transaction fees. This type of tight, risk-averse bot will only make small profits because it'll never wait for big upward trends to max out, it'll sell as soon as it goes in the green.
while bankroll > 0:
for idx, buy in enumerate(self.buys):
if self.get_price() > buy['price'] + market_fees + min_profit_margin:
self.buys.pop(idx)
self.sell(buy['amount']) # if price rises above buy price + market fees by a certain amount, sell early and reap the tiny profits
elif self.get_price() < buy['price'] + market_fees:
self.buys.pop(idx)
self.sell(buy['amount']) # if price drops below the price it was bought at, sell immediately to minimize losses
else:
pass # do nothing until the price fluctuates enough to make more of a difference
for idx, sell in enumerate(self.sells):
if self.get_price() > sell['price']:
self.sells.pop(idx)
self.buy(sell['amount']) # if price starts to rise above the amount we sold it for, rebuy the same amount
else:
# if market trends downwards we'll lose (number of transactions * (market fee per transaction + min profit margin))
pass # price is below the amount we sold for, don't do anything until it's passing break-even againThe trading algorithm is nowhere near complete, it will trade REAL MONEY though, so beware if you run it.
The trader.py file is intentionally broken, to run it you much read analyze() and adapt it to your own needs.
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TODOS:
- Implement better ties between buys and sells (instead of just
buys.pop(idx)) - Write the initial buy code that kicks off trading each day
- Implement a bankroll system so the bot is only ever trading with profits
- Write a meta-trader that spawns multiple traders with tweaked parameters to see which ones make the most money
- Switch to the Coinbase Exchange API instead of the general trading API
====== I'm not responsible for any money you lose due to my bad algorithm, bugs in the implementation of it, or fluctuations in the market.