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Function fit has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def fit(self, data_dictionary: Dict, dk: FreqaiDataKitchen, **kwargs) -> Any:
        """
        User sets up the training and test data to fit their desired model here
        :param data_dictionary: the dictionary holding all data for train, test,
            labels, weights
Severity: Minor
Found in freqtrade/freqai/prediction_models/LightGBMRegressorMultiTarget.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function hyperopt_filter_epochs has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

def hyperopt_filter_epochs(epochs: List, filteroptions: dict, log: bool = True) -> List:
    """
    Filter our items from the list of hyperopt results
    """
    if filteroptions['only_best']:
Severity: Minor
Found in freqtrade/optimize/hyperopt_epoch_filters.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function generate_tag_metrics has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

def generate_tag_metrics(tag_type: str,
                         starting_balance: int,
                         results: DataFrame,
                         skip_nan: bool = False) -> List[Dict]:
    """
Severity: Minor
Found in freqtrade/optimize/optimize_reports/optimize_reports.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function is_tradesignal has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def is_tradesignal(self, action: int) -> bool:
        """
        Determine if the signal is a trade signal
        e.g.: agent wants a Actions.Buy while it is in a Positions.short
        """
Severity: Minor
Found in freqtrade/freqai/RL/Base3ActionRLEnv.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function calculate_expectancy has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

def calculate_expectancy(trades: pd.DataFrame) -> Tuple[float, float]:
    """
    Calculate expectancy
    :param trades: DataFrame containing trades (requires columns close_date and profit_abs)
    :return: expectancy, expectancy_ratio
Severity: Minor
Found in freqtrade/data/metrics.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function _add_external_df has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def _add_external_df(
        self,
        pair: str,
        dataframe: DataFrame,
        last_analyzed: datetime,
Severity: Minor
Found in freqtrade/data/dataprovider.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function set_sequence_ids has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

def set_sequence_ids(engine, order_id, trade_id, pairlock_id=None):

    if engine.name == 'postgresql':
        with engine.begin() as connection:
            if order_id:
Severity: Minor
Found in freqtrade/persistence/migrations.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function calculate_sortino has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

def calculate_sortino(trades: pd.DataFrame, min_date: datetime, max_date: datetime,
                      starting_balance: float) -> float:
    """
    Calculate sortino
    :param trades: DataFrame containing trades (requires columns profit_abs)
Severity: Minor
Found in freqtrade/data/metrics.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function _get_valid_object has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def _get_valid_object(cls, module_path: Path, object_name: Optional[str],
                          enum_failed: bool = False) -> Iterator[Any]:
        """
        Generator returning objects with matching object_type and object_name in the path given.
        :param module_path: absolute path to the module
Severity: Minor
Found in freqtrade/resolvers/iresolver.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function start_list_data has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

def start_list_data(args: Dict[str, Any]) -> None:
    """
    List available backtest data
    """
Severity: Minor
Found in freqtrade/commands/data_commands.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function get_pair_locks has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def get_pair_locks(pair: Optional[str], now: Optional[datetime] = None,
                       side: str = '*') -> Sequence[PairLock]:
        """
        Get all currently active locks for this pair
        :param pair: Pair to check for. Returns all current locks if pair is empty
Severity: Minor
Found in freqtrade/persistence/pairlock_middleware.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function start_hyperopt_list has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

def start_hyperopt_list(args: Dict[str, Any]) -> None:
    """
    List hyperopt epochs previously evaluated
    """
    from freqtrade.optimize.hyperopt_tools import HyperoptTools
Severity: Minor
Found in freqtrade/commands/hyperopt_commands.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function calculate_calmar has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

def calculate_calmar(trades: pd.DataFrame, min_date: datetime, max_date: datetime,
                     starting_balance: float) -> float:
    """
    Calculate calmar
    :param trades: DataFrame containing trades (requires columns close_date and profit_abs)
Severity: Minor
Found in freqtrade/data/metrics.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function build_search_paths has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def build_search_paths(cls, config: Config, user_subdir: Optional[str] = None,
                           extra_dirs: Optional[List[str]] = None) -> List[Path]:

        abs_paths: List[Path] = []
        if cls.initial_search_path:
Severity: Minor
Found in freqtrade/resolvers/iresolver.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function _process_datadir_options has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def _process_datadir_options(self, config: Config) -> None:
        """
        Extract information for sys.argv and load directory configurations
        --user-data, --datadir
        """
Severity: Minor
Found in freqtrade/configuration/configuration.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function _validate_trailing_stoploss has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

def _validate_trailing_stoploss(conf: Dict[str, Any]) -> None:

    if conf.get('stoploss') == 0.0:
        raise ConfigurationError(
            'The config stoploss needs to be different from 0 to avoid problems with sell orders.'
Severity: Minor
Found in freqtrade/configuration/config_validation.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function fetch_stoploss_order has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def fetch_stoploss_order(self, order_id: str, pair: str, params: Optional[Dict] = None) -> Dict:
        if self._config['dry_run']:
            return self.fetch_dry_run_order(order_id)

        try:
Severity: Minor
Found in freqtrade/exchange/okx.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function _process_trading_options has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def _process_trading_options(self, config: Config) -> None:
        if config['runmode'] not in TRADE_MODES:
            return

        if config.get('dry_run', False):
Severity: Minor
Found in freqtrade/configuration/configuration.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function _args_to_config has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def _args_to_config(self, config: Config, argname: str,
                        logstring: str, logfun: Optional[Callable] = None,
                        deprecated_msg: Optional[str] = None) -> None:
        """
        :param config: Configuration dictionary
Severity: Minor
Found in freqtrade/configuration/configuration.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Function additional_exchange_init has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
Open

    def additional_exchange_init(self) -> None:
        """
        Additional exchange initialization logic.
        .api will be available at this point.
        Must be overridden in child methods if required.
Severity: Minor
Found in freqtrade/exchange/okx.py - About 35 mins to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

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