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tessl
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pypipkg:pypi/kedro@1.1.x
tile.json

tessl/pypi-kedro

tessl install tessl/pypi-kedro@1.1.0

Kedro helps you build production-ready data and analytics pipelines

Agent Success

Agent success rate when using this tile

98%

Improvement

Agent success rate improvement when using this tile compared to baseline

1.32x

Baseline

Agent success rate without this tile

74%

rubric.jsonevals/scenario-11/

{
  "context": "This evaluation assesses how well the engineer uses Kedro's plugin system and hooks framework to implement a custom plugin for tracking pipeline execution metrics. The focus is on correct implementation of hook specifications, proper hook lifecycle methods, and appropriate use of Kedro's plugin architecture.",
  "type": "weighted_checklist",
  "checklist": [
    {
      "name": "Hook class creation",
      "description": "Creates a hook class (e.g., MetricsHook) that implements Kedro's hook specification interface with the necessary lifecycle methods",
      "max_score": 15
    },
    {
      "name": "before_node_run implementation",
      "description": "Correctly implements the before_node_run(node, catalog, inputs, is_async, session_id) hook method with proper signature to capture start time before each node executes",
      "max_score": 25
    },
    {
      "name": "after_node_run implementation",
      "description": "Correctly implements the after_node_run(node, catalog, inputs, outputs, is_async, session_id) hook method with proper signature to calculate and record execution duration after each node completes",
      "max_score": 25
    },
    {
      "name": "after_pipeline_run implementation",
      "description": "Correctly implements the after_pipeline_run(run_params, pipeline, catalog) hook method with proper signature to write collected metrics to JSON file after pipeline completion",
      "max_score": 25
    },
    {
      "name": "Data persistence",
      "description": "Properly stores execution metrics between hook calls using instance variables or class attributes, and correctly writes the data to execution_metrics.json in the expected format (list of objects with node_name and duration fields)",
      "max_score": 10
    }
  ]
}