Class: OCI::DataScience::Models::CreateModelDetails

Inherits:
Object
  • Object
show all
Defined in:
lib/oci/data_science/models/create_model_details.rb

Overview

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.

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(attributes = {}) ⇒ CreateModelDetails

Initializes the object

Parameters:

  • attributes (Hash) (defaults to: {}) —

    Model attributes in the form of hash

Options Hash (attributes):



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# File 'lib/oci/data_science/models/create_model_details.rb', line 135

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']

  self.model_version_set_id = attributes[:'modelVersionSetId'] if attributes[:'modelVersionSetId']

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

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

  self.version_label = attributes[:'versionLabel'] if attributes[:'versionLabel']

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

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

  self.retention_setting = attributes[:'retentionSetting'] if attributes[:'retentionSetting']

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

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

  self.backup_setting = attributes[:'backupSetting'] if attributes[:'backupSetting']

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

  self.backup_setting = attributes[:'backup_setting'] if attributes[:'backup_setting']
end

Instance Attribute Details

#backup_setting ⇒ OCI::DataScience::Models::BackupSetting

Returns:



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# File 'lib/oci/data_science/models/create_model_details.rb', line 69

def backup_setting
  @backup_setting
end

#compartment_id ⇒ String

[Required] The OCID of the compartment to create the model in.

Returns:

  • (String) 


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# File 'lib/oci/data_science/models/create_model_details.rb', line 13

def compartment_id
  @compartment_id
end

#custom_metadata_list ⇒ Array<OCI::DataScience::Models::Metadata>

An array of custom metadata details for the model.

Returns:



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# File 'lib/oci/data_science/models/create_model_details.rb', line 43

def custom_metadata_list
  @custom_metadata_list
end

#defined_metadata_list ⇒ Array<OCI::DataScience::Models::Metadata>

An array of defined metadata details for the model.

Returns:



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# File 'lib/oci/data_science/models/create_model_details.rb', line 47

def defined_metadata_list
  @defined_metadata_list
end

#defined_tags ⇒ Hash<String, Hash<String, Object>>

Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {\"Operations\": {\"CostCenter\": \"42\"}}

Returns:

  • (Hash<String, Hash<String, Object>>) 


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# File 'lib/oci/data_science/models/create_model_details.rb', line 39

def defined_tags
  @defined_tags
end

#description ⇒ String

A short description of the model.

Returns:

  • (String) 


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# File 'lib/oci/data_science/models/create_model_details.rb', line 27

def description
  @description
end

#display_name ⇒ String

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

Returns:

  • (String) 


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# File 'lib/oci/data_science/models/create_model_details.rb', line 23

def display_name
  @display_name
end

#freeform_tags ⇒ Hash<String, String>

Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {\"Department\": \"Finance\"}

Returns:

  • (Hash<String, String>) 


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# File 'lib/oci/data_science/models/create_model_details.rb', line 33

def freeform_tags
  @freeform_tags
end

#input_schema ⇒ String

Input schema file content in String format

Returns:

  • (String) 


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# File 'lib/oci/data_science/models/create_model_details.rb', line 51

def input_schema
  @input_schema
end

#model_version_set_id ⇒ String

The OCID of the model version set that the model is associated to.

Returns:

  • (String) 


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# File 'lib/oci/data_science/models/create_model_details.rb', line 59

def model_version_set_id
  @model_version_set_id
end

#output_schema ⇒ String

Output schema file content in String format

Returns:

  • (String) 


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# File 'lib/oci/data_science/models/create_model_details.rb', line 55

def output_schema
  @output_schema
end

#project_id ⇒ String

[Required] The OCID of the project to associate with the model.

Returns:

  • (String) 


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# File 'lib/oci/data_science/models/create_model_details.rb', line 17

def project_id
  @project_id
end

#retention_setting ⇒ OCI::DataScience::Models::RetentionSetting

Returns:



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# File 'lib/oci/data_science/models/create_model_details.rb', line 66

def retention_setting
  @retention_setting
end

#version_label ⇒ String

The version label can add an additional description of the lifecycle state of the model or the application using/training the model.

Returns:

  • (String) 


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# File 'lib/oci/data_science/models/create_model_details.rb', line 63

def version_label
  @version_label
end

Class Method Details

.attribute_map ⇒ Object

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



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# File 'lib/oci/data_science/models/create_model_details.rb', line 72

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',
    'model_version_set_id': :'modelVersionSetId',
    'version_label': :'versionLabel',
    'retention_setting': :'retentionSetting',
    'backup_setting': :'backupSetting'
    # rubocop:enable Style/SymbolLiteral
  }
end

.swagger_types ⇒ Object

Attribute type mapping.



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# File 'lib/oci/data_science/models/create_model_details.rb', line 94

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',
    'model_version_set_id': :'String',
    'version_label': :'String',
    'retention_setting': :'OCI::DataScience::Models::RetentionSetting',
    'backup_setting': :'OCI::DataScience::Models::BackupSetting'
    # rubocop:enable Style/SymbolLiteral
  }
end

Instance Method Details

#==(other) ⇒ Object

Checks equality by comparing each attribute.

Parameters:

  • other (Object) —

    the other object to be compared



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# File 'lib/oci/data_science/models/create_model_details.rb', line 229

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 &&
    model_version_set_id == other.model_version_set_id &&
    version_label == other.version_label &&
    retention_setting == other.retention_setting &&
    backup_setting == other.backup_setting
end

#build_from_hash(attributes) ⇒ Object

Builds the object from hash

Parameters:

  • attributes (Hash) —

    Model attributes in the form of hash

Returns:

  • (Object) —

    Returns the model itself



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# File 'lib/oci/data_science/models/create_model_details.rb', line 272

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) ⇒ Boolean

Parameters:

  • other (Object) —

    the other object to be compared

Returns:

  • (Boolean)

See Also:

  • `==` method


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# File 'lib/oci/data_science/models/create_model_details.rb', line 252

def eql?(other)
  self == other
end

#hash ⇒ Fixnum

Calculates hash code according to all attributes.

Returns:

  • (Fixnum) —

    Hash code



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# File 'lib/oci/data_science/models/create_model_details.rb', line 261

def hash
  [compartment_id, project_id, display_name, description, freeform_tags, defined_tags, custom_metadata_list, defined_metadata_list, input_schema, output_schema, model_version_set_id, version_label, retention_setting, backup_setting].hash
end

#to_hash ⇒ Hash

Returns the object in the form of hash

Returns:

  • (Hash) —

    Returns the object in the form of hash



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# File 'lib/oci/data_science/models/create_model_details.rb', line 305

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 ⇒ String

Returns the string representation of the object

Returns:

  • (String) —

    String presentation of the object



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# File 'lib/oci/data_science/models/create_model_details.rb', line 299

def to_s
  to_hash.to_s
end