{
  "arguments": {
    "data": {
      "type_value": "Array",
      "description": "Data to be clamped."
    },
    "lower": {
      "type_value": "Array",
      "default_python": "None",
      "default_rust": "None",
      "description": "Desired lower bound for each column of the data. Used only if `categories` is `None`."
    },
    "upper": {
      "type_value": "Array",
      "default_python": "None",
      "default_rust": "None",
      "description": "Desired upper bound for each column of the data. Used only if `categories` is `None`."
    },
    "categories": {
      "type_value": "Jagged",
      "default_python": "None",
      "default_rust": "None",
      "description": "The set of categories you want to be represented for each column of the data."
    },
    "null_value": {
      "type_value": "Array",
      "default_python": "None",
      "default_rust": "None",
      "description": "The value to which elements not included in `categories` will be mapped for each column of the data. Used only if `categories` is not `None`."
    }
  },
  "id": "Clamp",
  "name": "clamp",
  "options": {},
  "return": {
    "type_value": "Array",
    "description": "Clamped data."
  },
  "description": "Clamps data to the provided bounds.\n\nIf data are numeric, clamping maps elements outside of an interval `[lower, upper]` to the closer endpoint.\nIf data are categorical, clamping maps elements outside of the `categories` argument to the associated `null`.\nUsing clamp sets the `categories` property for the analysis with value `categories` plus `null_value` in the last position.",
  "proto_id": 5
}