The "GodStraNew_SMAonly" strategy is a trading strategy that focuses on using specific indicators to generate buy and sell signals. Here's a breakdown of its key components:
populate_indicators: This method is responsible for calculating the indicators used in the strategy. However, in this particular strategy, it mentions that it only calculates the default values of hyperoptable parameters.
The useful indicators are calculated within the buy and sell strategy populator methods.
populate_buy_trend: This method populates the buy signals in the dataframe based on specific conditions.
It retrieves the values of different indicators, operators, and real numbers used for generating buy signals. It then calls the condition_generator function to determine the buy condition based on the provided parameters. The generated conditions are appended to a list. If there are any conditions present, the strategy marks the corresponding rows in the dataframe as a buy. populate_sell_trend: Similar to populate_buy_trend, this method populates the sell signals in the dataframe based on specified conditions. It retrieves the values of indicators, operators, and real numbers for generating sell signals. It uses the condition_generator function to determine the sell condition and appends it to the list of conditions. If there are any conditions, the strategy marks the corresponding rows in the dataframe as a sell. Overall, this strategy calculates indicators, generates buy signals based on multiple sets of conditions, and generates sell signals based on separate sets of conditions.