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Pipeline

The Pipeline represents the overall system used for data collection and processing, algorithm training, prediction generation, metric usage, and result presentation.
It includes the following parameters:

  1. name: The name to be used for the pipeline.
  2. output_topic: The Kafka topic where the generated data will be stored.
  3. data: Reference to the Data entity that will be used by the pipeline.
  4. algorithm: The algorithm that will be trained and will generate predictions.
  5. metrics: The metrics that will be used to evaluate the algorithm and present results to the user.