View Source GoogleApi.Dataplex.V1.Model.GoogleCloudDataplexV1DataProfileResultProfileFieldProfileInfoIntegerFieldInfo (google_api_dataplex v0.11.0)

The profile information for an integer type field.

Attributes

  • average (type: float(), default: nil) - Average of non-null values in the scanned data. NaN, if the field has a NaN.
  • max (type: String.t, default: nil) - Maximum of non-null values in the scanned data. NaN, if the field has a NaN.
  • min (type: String.t, default: nil) - Minimum of non-null values in the scanned data. NaN, if the field has a NaN.
  • quartiles (type: list(String.t), default: nil) - A quartile divides the number of data points into four parts, or quarters, of more-or-less equal size. Three main quartiles used are: The first quartile (Q1) splits off the lowest 25% of data from the highest 75%. It is also known as the lower or 25th empirical quartile, as 25% of the data is below this point. The second quartile (Q2) is the median of a data set. So, 50% of the data lies below this point. The third quartile (Q3) splits off the highest 25% of data from the lowest 75%. It is known as the upper or 75th empirical quartile, as 75% of the data lies below this point. Here, the quartiles is provided as an ordered list of approximate quartile values for the scanned data, occurring in order Q1, median, Q3.
  • standardDeviation (type: float(), default: nil) - Standard deviation of non-null values in the scanned data. NaN, if the field has a NaN.

Summary

Functions

Unwrap a decoded JSON object into its complex fields.

Types

@type t() ::
  %GoogleApi.Dataplex.V1.Model.GoogleCloudDataplexV1DataProfileResultProfileFieldProfileInfoIntegerFieldInfo{
    average: float() | nil,
    max: String.t() | nil,
    min: String.t() | nil,
    quartiles: [String.t()] | nil,
    standardDeviation: float() | nil
  }

Functions

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.