class OCI::DataScience::Models::CreateModelDetails

Parameters needed to create a new model. Models are mathematical representations of the relationships between data. Models are represented by their associated metadata and artifact.

Attributes

compartment_id[RW]

[Required] The [OCID](docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm) of the compartment to create the model in. @return [String]

custom_metadata_list[RW]

An array of custom metadata details for the model. @return [Array<OCI::DataScience::Models::Metadata>]

defined_metadata_list[RW]

An array of defined metadata details for the model. @return [Array<OCI::DataScience::Models::Metadata>]

defined_tags[RW]

Defined tags for this resource. Each key is predefined and scoped to a namespace. See [Resource Tags](docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm). Example: `{"Operations": {"CostCenter": "42"}}`

@return [Hash<String, Hash<String, Object>>]

description[RW]

A short description of the model. @return [String]

display_name[RW]

A user-friendly display name for the resource. It does not have to be unique and can be modified. Avoid entering confidential information. Example: `My Model`

@return [String]

freeform_tags[RW]

Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See [Resource Tags](docs.cloud.oracle.com/Content/General/Concepts/resourcetags.htm). Example: `{"Department": "Finance"}`

@return [Hash<String, String>]

input_schema[RW]

Input schema file content in String format @return [String]

output_schema[RW]

Output schema file content in String format @return [String]

project_id[RW]

[Required] The [OCID](docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm) of the project to associate with the model. @return [String]

Public Class Methods

attribute_map() click to toggle source

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

# File lib/oci/data_science/models/create_model_details.rb, line 57
def self.attribute_map
  {
    # rubocop:disable Style/SymbolLiteral
    'compartment_id': :'compartmentId',
    'project_id': :'projectId',
    'display_name': :'displayName',
    'description': :'description',
    'freeform_tags': :'freeformTags',
    'defined_tags': :'definedTags',
    'custom_metadata_list': :'customMetadataList',
    'defined_metadata_list': :'definedMetadataList',
    'input_schema': :'inputSchema',
    'output_schema': :'outputSchema'
    # 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] :compartment_id The value to assign to the {#compartment_id} property @option attributes [String] :project_id The value to assign to the {#project_id} property @option attributes [String] :display_name The value to assign to the {#display_name} property @option attributes [String] :description The value to assign to the {#description} property @option attributes [Hash<String, String>] :freeform_tags The value to assign to the {#freeform_tags} property @option attributes [Hash<String, Hash<String, Object>>] :defined_tags The value to assign to the {#defined_tags} property @option attributes [Array<OCI::DataScience::Models::Metadata>] :custom_metadata_list The value to assign to the {#custom_metadata_list} property @option attributes [Array<OCI::DataScience::Models::Metadata>] :defined_metadata_list The value to assign to the {#defined_metadata_list} property @option attributes [String] :input_schema The value to assign to the {#input_schema} property @option attributes [String] :output_schema The value to assign to the {#output_schema} property

# File lib/oci/data_science/models/create_model_details.rb, line 108
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.compartment_id = attributes[:'compartmentId'] if attributes[:'compartmentId']

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

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

  self.project_id = attributes[:'projectId'] if attributes[:'projectId']

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

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

  self.display_name = attributes[:'displayName'] if attributes[:'displayName']

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

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

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

  self.freeform_tags = attributes[:'freeformTags'] if attributes[:'freeformTags']

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

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

  self.defined_tags = attributes[:'definedTags'] if attributes[:'definedTags']

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

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

  self.custom_metadata_list = attributes[:'customMetadataList'] if attributes[:'customMetadataList']

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

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

  self.defined_metadata_list = attributes[:'definedMetadataList'] if attributes[:'definedMetadataList']

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

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

  self.input_schema = attributes[:'inputSchema'] if attributes[:'inputSchema']

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

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

  self.output_schema = attributes[:'outputSchema'] if attributes[:'outputSchema']

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

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

Attribute type mapping.

# File lib/oci/data_science/models/create_model_details.rb, line 75
def self.swagger_types
  {
    # rubocop:disable Style/SymbolLiteral
    'compartment_id': :'String',
    'project_id': :'String',
    'display_name': :'String',
    'description': :'String',
    'freeform_tags': :'Hash<String, String>',
    'defined_tags': :'Hash<String, Hash<String, Object>>',
    'custom_metadata_list': :'Array<OCI::DataScience::Models::Metadata>',
    'defined_metadata_list': :'Array<OCI::DataScience::Models::Metadata>',
    'input_schema': :'String',
    'output_schema': :'String'
    # 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/data_science/models/create_model_details.rb, line 178
def ==(other)
  return true if equal?(other)

  self.class == other.class &&
    compartment_id == other.compartment_id &&
    project_id == other.project_id &&
    display_name == other.display_name &&
    description == other.description &&
    freeform_tags == other.freeform_tags &&
    defined_tags == other.defined_tags &&
    custom_metadata_list == other.custom_metadata_list &&
    defined_metadata_list == other.defined_metadata_list &&
    input_schema == other.input_schema &&
    output_schema == other.output_schema
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/data_science/models/create_model_details.rb, line 217
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/data_science/models/create_model_details.rb, line 197
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/data_science/models/create_model_details.rb, line 206
def hash
  [compartment_id, project_id, display_name, description, freeform_tags, defined_tags, custom_metadata_list, defined_metadata_list, input_schema, output_schema].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/data_science/models/create_model_details.rb, line 250
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/data_science/models/create_model_details.rb, line 244
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/data_science/models/create_model_details.rb, line 267
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