{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "experimental-optimization-split/v1",
  "title": "Experimental optimization scientific-family split",
  "type": "object",
  "required": ["schema", "split", "split_unit", "families", "tasks", "episode", "rationale"],
  "additionalProperties": false,
  "properties": {
    "schema": {"const": "experimental-optimization-split/v1"},
    "split": {"enum": ["train", "valid", "test"]},
    "split_unit": {"const": "family"},
    "families": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"type": "string", "minLength": 1}},
    "tasks": {"type": "array", "minItems": 1, "uniqueItems": true, "items": {"type": "string", "minLength": 1}},
    "episode": {
      "type": "object",
      "required": ["num_initial", "initialization", "rng", "num_queries", "seeds"],
      "additionalProperties": false,
      "properties": {
        "num_initial": {"const": 10},
        "initialization": {"const": "random_at_or_below_median_oriented_score"},
        "rng": {"const": "numpy.random.default_rng(seed) / PCG64"},
        "num_queries": {"const": 50},
        "seeds": {"const": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19]}
      }
    },
    "rationale": {"type": "string", "minLength": 1}
  }
}