Pythonで仮想通貨自動売買ボットを作る — 初心者向け完全ガイド

pip install requests pandas ta python-dotenv schedule

BITHUMB_API_KEY=ここにAPIキーを入力
BITHUMB_SECRET_KEY=ここにシークレットキーを入力

import pandas as pd
import ta

def calculate_rsi(prices, period=14):
    price_series = pd.Series(prices)
    rsi = ta.momentum.RSIIndicator(close=price_series, window=period)
    return rsi.rsi().iloc[-1]

import requests
import time
import hmac
import hashlib
from dotenv import load_dotenv
import os

load_dotenv()

API_KEY = os.getenv("BITHUMB_API_KEY")
SECRET_KEY = os.getenv("BITHUMB_SECRET_KEY")
SYMBOL = "BTC"
RSI_BUY_THRESHOLD = 30
RSI_SELL_THRESHOLD = 70

def get_current_price(symbol):
    url = f"https://api.bithumb.com/public/ticker/{symbol}_KRW"
    response = requests.get(url)
    data = response.json()
    return float(data['data']['closing_price'])

def get_ohlcv(symbol, count=20):
    url = f"https://api.bithumb.com/public/candlestick/{symbol}_KRW/1h"
    response = requests.get(url)
    data = response.json()
    closes = [float(candle[2]) for candle in data['data'][-count:]]
    return closes

def trade_logic():
    closes = get_ohlcv(SYMBOL)
    rsi = calculate_rsi(closes)
    price = get_current_price(SYMBOL)
    
    print(f"現在価格: {price:,.0f}KRW | RSI: {rsi:.2f}")
    
    if rsi < RSI_BUY_THRESHOLD:
        print("買いシグナル検知 — 注文を検討")
        # ここに注文コードを追加
    elif rsi > RSI_SELL_THRESHOLD:
        print("売りシグナル検知 — 決済を検討")
        # ここに決済コードを追加

# 1時間ごとに実行
while True:
    try:
        trade_logic()
    except Exception as e:
        print(f"エラー発生: {e}")
    time.sleep(3600)

ENTRY_PRICE = None
STOP_LOSS_PCT = 0.05  # 5%下落で損切り

def check_stop_loss(current_price):
    global ENTRY_PRICE
    if ENTRY_PRICE and current_price < ENTRY_PRICE * (1 - STOP_LOSS_PCT):
        print(f"ストップロス発動: {current_price:,.0f}KRW（進入価格: {ENTRY_PRICE:,.0f}KRW）")
        # 損切り注文を執行
        ENTRY_PRICE = None