{
  "context": "This criteria evaluates the engineer's proficiency in using Kedro's dependency-based pipeline filtering capabilities. The evaluation focuses on correct usage of the Pipeline methods for selecting pipeline subsets based on node dependencies and dataset flows.",
  "type": "weighted_checklist",
  "checklist": [
    {
      "name": "from_nodes usage",
      "description": "Uses pipeline.from_nodes() method to extract downstream nodes from specified starting points",
      "max_score": 25
    },
    {
      "name": "to_nodes usage",
      "description": "Uses pipeline.to_nodes() method to extract upstream nodes leading to specified target points",
      "max_score": 25
    },
    {
      "name": "from_inputs usage",
      "description": "Uses pipeline.from_inputs() method to extract nodes that depend on specified input datasets",
      "max_score": 25
    },
    {
      "name": "to_outputs usage",
      "description": "Uses pipeline.to_outputs() method to extract nodes required to produce specified output datasets",
      "max_score": 25
    }
  ]
}