{
  "arguments": {
    "data": {
      "type_value": "Array",
      "description": "Atomic type must be numeric."
    },
    "edges": {
      "type_value": "Jagged",
      "default_python": "None",
      "default_rust": "None",
      "description": "Set of edges to bin continuous-valued data. Used only if data are of `continuous` nature."
    },
    "categories": {
      "type_value": "Jagged",
      "default_python": "None",
      "default_rust": "None",
      "description": "Set of categories in data. Used only if data are of `categorical` nature."
    },
    "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`. The null value is the final category- counts for the null category are at the end of the vector of counts."
    },
    "lower": {
      "type_value": "Array",
      "default_python": "0",
      "description": "Estimated minimum possible value of bin counts. Useful to help bound elapsed time when sampling for the geometric mechanism. Required for the snapping mechanism."
    },
    "upper": {
      "type_value": "Array",
      "default_python": "None",
      "default_rust": "None",
      "description": "Estimated maximum possible value of bin counts. Useful to help bound elapsed time when sampling for the geometric mechanism. Required for the snapping mechanism."
    },
    "inclusive_left": {
      "type_value": "Array",
      "default_python": "True",
      "description": "Whether or not the left edge of the bin is inclusive. If `true` bins are of the form [lower, upper). Otherwise, bins are of the form (lower, upper]. Used only if data are of `continuous` nature."
    }
  },
  "id": "DPHistogram",
  "name": "dp_histogram",
  "options": {
    "mechanism": {
      "type_proto": "string",
      "type_rust": "String",
      "default_python": "\"SimpleGeometric\"",
      "default_rust": "String::from(\"SimpleGeometric\")",
      "description": "Privatizing mechanism to use. One of [`SimpleGeometric`, `Laplace`, `Snapping`, `Gaussian`, `AnalyticGaussian`]. Only `SimpleGeometric` is accepted if floating-point protections are enabled."
    },
    "privacy_usage": {
      "type_proto": "repeated PrivacyUsage",
      "type_rust": "Vec<proto::PrivacyUsage>",
      "default_python": "None",
      "description": "Object describing the type and amount of privacy to be used for the mechanism release."
    }
  },
  "return": {
    "type_value": "Array",
    "description": "Differentially private histogram."
  },
  "description": "Returns a differentially private histogram over user-defined categories. The final cell contains the counts for null values (outside the set of categories).",
  "proto_id": 10
}