# install python3.9-dev and pip if not avaliable
sudo apt install python3.9-dev
curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
python3.9 get-pip.py

# clone repo
git clone -b develop https://github.com/freqtrade/freqtrade.git
cd freqtrade

# setup and activate env
./setup.sh --install
source .env/bin/activate

# create profile
freqtrade new-config --config user_data/config.json

# change config pairs manual
# download data
freqtrade download-data --exchange binance -t 5m --days 500

# use hyperopt to optimise strategy parameters by buy and sell signal
# read this for the loss function https://www.freqtrade.io/en/stable/hyperopt/#loss-functions
# ShortTradeDurHyperOptLoss (default legacy Freqtrade hyperoptimization loss function) - Mostly for short trade duration and avoiding losses.
# OnlyProfitHyperOptLoss (which takes only amount of profit into consideration)
# SharpeHyperOptLoss (optimizes Sharpe Ratio calculated on trade returns relative to standard deviation)
# SharpeHyperOptLossDaily (optimizes Sharpe Ratio calculated on daily trade returns relative to standard deviation)
# SortinoHyperOptLoss (optimizes Sortino Ratio calculated on trade returns relative to downside standard deviation)
# SortinoHyperOptLossDaily (optimizes Sortino Ratio calculated on daily trade returns relative to downside standard deviation)
freqtrade hyperopt --hyperopt-loss SharpeHyperOptLoss --spaces buy sell --timerange 20210101-20210807 --timeframe 5m --strategy GodStra_All_Indicator

# update parameters to default config inside strategy python file

# use hyperopt to optimise roi and trailing configs parameters
freqtrade hyperopt --hyperopt-loss OnlyProfitHyperOptLoss --spaces roi trailing --timerange 20210101-20210807 --timeframe 5m --strategy GodStra_All_Indicator

# update minimal_roi and trailing_stop to config

# backtesting
freqtrade backtesting --timeframe 5m --strategy DevilStra2 

# or compare list
freqtrade backtesting --timeframe 5m --timerange 20210301-20210807 --strategy-list GodStraNew7 DevilStra2 DevilStra3 NostalgiaForInfinityV7 

# plot backtest
freqtrade plot-dataframe --strategy MyStrategyNew9  --timerange=20210701-20210813

mkdir ft_userdata
cd ft_userdata/
# Download the docker-compose file from the repository
curl https://raw.githubusercontent.com/freqtrade/freqtrade/stable/docker-compose.yml -o docker-compose.yml

# Pull the freqtrade image
docker-compose pull

# Create user directory structure
docker-compose run --rm freqtrade create-userdir --userdir user_data

# Create configuration - Requires answering interactive questions
docker-compose run --rm freqtrade new-config --config user_data/config.json

# add credential and configs
# add strategies
# edit docker-compose.yml CMD to change strategy

# run via docker-compose
docker-compose up -d