class OCI::AiAnomalyDetection::Models::Anomaly

An object to hold value information for each anomaly point

Attributes

actual_value[RW]

[Required] The actual value for the anomaly point at given signal and timestamp/row @return [Float]

anomaly_score[RW]

[Required] A significant score ranged from 0 to 1 to each anomaly point @return [Float]

estimated_value[RW]

[Required] The estimated value for the anomaly point at given signal and timestamp/row @return [Float]

imputed_value[RW]

The value imputed by one of IDP step for missing values in origin data @return [Float]

signal_name[RW]

[Required] Name of a signal where current anomaly point belongs to @return [String]

Public Class Methods

attribute_map() click to toggle source

Attribute mapping from ruby-style variable name to JSON key.

# File lib/oci/ai_anomaly_detection/models/anomaly.rb, line 31
def self.attribute_map
  {
    # rubocop:disable Style/SymbolLiteral
    'signal_name': :'signalName',
    'actual_value': :'actualValue',
    'estimated_value': :'estimatedValue',
    'imputed_value': :'imputedValue',
    'anomaly_score': :'anomalyScore'
    # rubocop:enable Style/SymbolLiteral
  }
end
new(attributes = {}) click to toggle source

Initializes the object @param [Hash] attributes Model attributes in the form of hash @option attributes [String] :signal_name The value to assign to the {#signal_name} property @option attributes [Float] :actual_value The value to assign to the {#actual_value} property @option attributes [Float] :estimated_value The value to assign to the {#estimated_value} property @option attributes [Float] :imputed_value The value to assign to the {#imputed_value} property @option attributes [Float] :anomaly_score The value to assign to the {#anomaly_score} property

# File lib/oci/ai_anomaly_detection/models/anomaly.rb, line 67
def initialize(attributes = {})
  return unless attributes.is_a?(Hash)

  # convert string to symbol for hash key
  attributes = attributes.each_with_object({}) { |(k, v), h| h[k.to_sym] = v }

  self.signal_name = attributes[:'signalName'] if attributes[:'signalName']

  raise 'You cannot provide both :signalName and :signal_name' if attributes.key?(:'signalName') && attributes.key?(:'signal_name')

  self.signal_name = attributes[:'signal_name'] if attributes[:'signal_name']

  self.actual_value = attributes[:'actualValue'] if attributes[:'actualValue']

  raise 'You cannot provide both :actualValue and :actual_value' if attributes.key?(:'actualValue') && attributes.key?(:'actual_value')

  self.actual_value = attributes[:'actual_value'] if attributes[:'actual_value']

  self.estimated_value = attributes[:'estimatedValue'] if attributes[:'estimatedValue']

  raise 'You cannot provide both :estimatedValue and :estimated_value' if attributes.key?(:'estimatedValue') && attributes.key?(:'estimated_value')

  self.estimated_value = attributes[:'estimated_value'] if attributes[:'estimated_value']

  self.imputed_value = attributes[:'imputedValue'] if attributes[:'imputedValue']

  raise 'You cannot provide both :imputedValue and :imputed_value' if attributes.key?(:'imputedValue') && attributes.key?(:'imputed_value')

  self.imputed_value = attributes[:'imputed_value'] if attributes[:'imputed_value']

  self.anomaly_score = attributes[:'anomalyScore'] if attributes[:'anomalyScore']

  raise 'You cannot provide both :anomalyScore and :anomaly_score' if attributes.key?(:'anomalyScore') && attributes.key?(:'anomaly_score')

  self.anomaly_score = attributes[:'anomaly_score'] if attributes[:'anomaly_score']
end
swagger_types() click to toggle source

Attribute type mapping.

# File lib/oci/ai_anomaly_detection/models/anomaly.rb, line 44
def self.swagger_types
  {
    # rubocop:disable Style/SymbolLiteral
    'signal_name': :'String',
    'actual_value': :'Float',
    'estimated_value': :'Float',
    'imputed_value': :'Float',
    'anomaly_score': :'Float'
    # rubocop:enable Style/SymbolLiteral
  }
end

Public Instance Methods

==(other) click to toggle source

Checks equality by comparing each attribute. @param [Object] other the other object to be compared

# File lib/oci/ai_anomaly_detection/models/anomaly.rb, line 111
def ==(other)
  return true if equal?(other)

  self.class == other.class &&
    signal_name == other.signal_name &&
    actual_value == other.actual_value &&
    estimated_value == other.estimated_value &&
    imputed_value == other.imputed_value &&
    anomaly_score == other.anomaly_score
end
build_from_hash(attributes) click to toggle source

Builds the object from hash @param [Hash] attributes Model attributes in the form of hash @return [Object] Returns the model itself

# File lib/oci/ai_anomaly_detection/models/anomaly.rb, line 145
def build_from_hash(attributes)
  return nil unless attributes.is_a?(Hash)

  self.class.swagger_types.each_pair do |key, type|
    if type =~ /^Array<(.*)>/i
      # check to ensure the input is an array given that the the attribute
      # is documented as an array but the input is not
      if attributes[self.class.attribute_map[key]].is_a?(Array)
        public_method("#{key}=").call(
          attributes[self.class.attribute_map[key]]
            .map { |v| OCI::Internal::Util.convert_to_type(Regexp.last_match(1), v) }
        )
      end
    elsif !attributes[self.class.attribute_map[key]].nil?
      public_method("#{key}=").call(
        OCI::Internal::Util.convert_to_type(type, attributes[self.class.attribute_map[key]])
      )
    end
    # or else data not found in attributes(hash), not an issue as the data can be optional
  end

  self
end
eql?(other) click to toggle source

@see the `==` method @param [Object] other the other object to be compared

# File lib/oci/ai_anomaly_detection/models/anomaly.rb, line 125
def eql?(other)
  self == other
end
hash() click to toggle source

Calculates hash code according to all attributes. @return [Fixnum] Hash code

# File lib/oci/ai_anomaly_detection/models/anomaly.rb, line 134
def hash
  [signal_name, actual_value, estimated_value, imputed_value, anomaly_score].hash
end
to_hash() click to toggle source

Returns the object in the form of hash @return [Hash] Returns the object in the form of hash

# File lib/oci/ai_anomaly_detection/models/anomaly.rb, line 178
def to_hash
  hash = {}
  self.class.attribute_map.each_pair do |attr, param|
    value = public_method(attr).call
    next if value.nil? && !instance_variable_defined?("@#{attr}")

    hash[param] = _to_hash(value)
  end
  hash
end
to_s() click to toggle source

Returns the string representation of the object @return [String] String presentation of the object

# File lib/oci/ai_anomaly_detection/models/anomaly.rb, line 172
def to_s
  to_hash.to_s
end

Private Instance Methods

_to_hash(value) click to toggle source

Outputs non-array value in the form of hash For object, use to_hash. Otherwise, just return the value @param [Object] value Any valid value @return [Hash] Returns the value in the form of hash

# File lib/oci/ai_anomaly_detection/models/anomaly.rb, line 195
def _to_hash(value)
  if value.is_a?(Array)
    value.compact.map { |v| _to_hash(v) }
  elsif value.is_a?(Hash)
    {}.tap do |hash|
      value.each { |k, v| hash[k] = _to_hash(v) }
    end
  elsif value.respond_to? :to_hash
    value.to_hash
  else
    value
  end
end