The "ichiV1_Marius" strategy is a trading strategy that involves multiple steps and indicators. Here is a short description of what the strategy does:
Populating Indicators:
The strategy starts by populating various indicators using the provided dataframe and metadata. Informative data for 1-hour timeframe is obtained using the "informative_1h_indicators" function and merged into the main dataframe.
Normal timeframe indicators are calculated using the "normal_tf_indicators" function.
Informative data for 15-minute timeframe is obtained using the "informative_15m_indicators" function and merged into the main dataframe.
Unnecessary columns are dropped from the dataframe. Additional columns related to weekly close average offset, price tests, pump price tests, pump dump alerts, and buy eligibility are added to the dataframe. Check Buy Condition:
The strategy retrieves the analyzed dataframe for the specified pair and timeframe. If the dataframe is empty, it returns False. If the current rate is greater than the last closing price in the dataframe, it calculates the slippage percentage. If the slippage is less than the maximum allowed slippage, it returns True; otherwise, it returns False. Populating Buy Trend:
The strategy defines conditions for a buy signal based on various indicators and parameters. It checks for conditions related to BTC safety, pump strength, buy eligibility, and volume. If the "tesla_enabled" parameter is set to True, additional conditions related to Tesla are checked. If the conditions are met, the "buy" column in the dataframe is set to 1. Populating Sell Trend:
The strategy defines conditions for a sell signal based on the provided sell trend indicator. If the conditions are met, the "sell" column in the dataframe is set to 1. Helper Functions:
The strategy includes some helper functions for calculating normalized values, percent changes, and Heikin-Ashi candlestick data. Overall, the strategy utilizes a combination of technical indicators, market data, and predefined conditions to determine buy and sell signals for trading.