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ReportScheduler

ReportScheduler(
    template: str,
    loader_cls: vectorbtpro.data.base.Data,
    loader_params: Dict[str, Any],
    model_cls: Any,
    all_params: Dict[str, Any],
    messenger: BaseMessenger,
    lookback: int = None,
    since: str = None,
    set_theme: str = 'dark',
    logger: systematica.utils.logger.Logger = None,
)
Scheduled report analytics. Method generated by attrs for class ReportScheduler.

Ancestors

  • systematica.portfolio.schedulers.base.BaseScheduler
  • abc.ABC

Class variables

  • template: str: Template name.
  • loader_cls: vectorbtpro.data.base.Data: Loader class.
  • loader_params: Dict[str, Any]: Loader parameters.
  • model_cls: Any: Model strategy.
  • all_params: Dict[str, Any]: Model Parameters.
  • messenger: systematica.portfolio.messengers.base.BaseMessenger: Custom BaseMessenger.
  • lookback: int: Number of days (int) to slice the data for analytics.
  • since: str: Date (string in YYYY-MM-DD format) to slice the data for analytics.
  • set_theme: str: Set plot theme. Defaults to ‘dark’
  • logger: systematica.utils.logger.Logger: Custom logger.

Methods

execute

execute(
    self,
)
Create and send dashboard.
  • The method slices the data and portfolio using the lookback period.
  • It generates a performance dashboard using the plot_dashboard utility.
  • The report is uploaded to the configured messenger with a summary message.