class OCI::DataScience::Models::CreateModelProvenanceDetails
Model provenance gives data scientists information about the origin of their model. This information allows data scientists to reproduce the development environment in which the model was trained.
Attributes
For model reproducibility purposes. Branch of the git repository associated with model training. @return [String]
For model reproducibility purposes. Commit ID of the git repository associated with model training. @return [String]
For model reproducibility purposes. URL of the git repository associated with model training. @return [String]
For model reproducibility purposes. Path to model artifacts. @return [String]
The [OCID](docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm) of a training session(Job or NotebookSession) in which the model was trained. It is used for model reproducibility purposes. @return [String]
For model reproducibility purposes. Path to the python script or notebook in which the model was trained."
@return [String]
Public Class Methods
Attribute mapping from ruby-style variable name to JSON key.
# File lib/oci/data_science/models/create_model_provenance_details.rb, line 36 def self.attribute_map { # rubocop:disable Style/SymbolLiteral 'repository_url': :'repositoryUrl', 'git_branch': :'gitBranch', 'git_commit': :'gitCommit', 'script_dir': :'scriptDir', 'training_script': :'trainingScript', 'training_id': :'trainingId' # rubocop:enable Style/SymbolLiteral } end
Initializes the object @param [Hash] attributes Model attributes in the form of hash @option attributes [String] :repository_url The value to assign to the {#repository_url} property @option attributes [String] :git_branch The value to assign to the {#git_branch} property @option attributes [String] :git_commit The value to assign to the {#git_commit} property @option attributes [String] :script_dir The value to assign to the {#script_dir} property @option attributes [String] :training_script The value to assign to the {#training_script} property @option attributes [String] :training_id The value to assign to the {#training_id} property
# File lib/oci/data_science/models/create_model_provenance_details.rb, line 75 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.repository_url = attributes[:'repositoryUrl'] if attributes[:'repositoryUrl'] raise 'You cannot provide both :repositoryUrl and :repository_url' if attributes.key?(:'repositoryUrl') && attributes.key?(:'repository_url') self.repository_url = attributes[:'repository_url'] if attributes[:'repository_url'] self.git_branch = attributes[:'gitBranch'] if attributes[:'gitBranch'] raise 'You cannot provide both :gitBranch and :git_branch' if attributes.key?(:'gitBranch') && attributes.key?(:'git_branch') self.git_branch = attributes[:'git_branch'] if attributes[:'git_branch'] self.git_commit = attributes[:'gitCommit'] if attributes[:'gitCommit'] raise 'You cannot provide both :gitCommit and :git_commit' if attributes.key?(:'gitCommit') && attributes.key?(:'git_commit') self.git_commit = attributes[:'git_commit'] if attributes[:'git_commit'] self.script_dir = attributes[:'scriptDir'] if attributes[:'scriptDir'] raise 'You cannot provide both :scriptDir and :script_dir' if attributes.key?(:'scriptDir') && attributes.key?(:'script_dir') self.script_dir = attributes[:'script_dir'] if attributes[:'script_dir'] self.training_script = attributes[:'trainingScript'] if attributes[:'trainingScript'] raise 'You cannot provide both :trainingScript and :training_script' if attributes.key?(:'trainingScript') && attributes.key?(:'training_script') self.training_script = attributes[:'training_script'] if attributes[:'training_script'] self.training_id = attributes[:'trainingId'] if attributes[:'trainingId'] raise 'You cannot provide both :trainingId and :training_id' if attributes.key?(:'trainingId') && attributes.key?(:'training_id') self.training_id = attributes[:'training_id'] if attributes[:'training_id'] end
Attribute type mapping.
# File lib/oci/data_science/models/create_model_provenance_details.rb, line 50 def self.swagger_types { # rubocop:disable Style/SymbolLiteral 'repository_url': :'String', 'git_branch': :'String', 'git_commit': :'String', 'script_dir': :'String', 'training_script': :'String', 'training_id': :'String' # rubocop:enable Style/SymbolLiteral } end
Public Instance Methods
Checks equality by comparing each attribute. @param [Object] other the other object to be compared
# File lib/oci/data_science/models/create_model_provenance_details.rb, line 125 def ==(other) return true if equal?(other) self.class == other.class && repository_url == other.repository_url && git_branch == other.git_branch && git_commit == other.git_commit && script_dir == other.script_dir && training_script == other.training_script && training_id == other.training_id end
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_provenance_details.rb, line 160 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
@see the `==` method @param [Object] other the other object to be compared
# File lib/oci/data_science/models/create_model_provenance_details.rb, line 140 def eql?(other) self == other end
Calculates hash code according to all attributes. @return [Fixnum] Hash code
# File lib/oci/data_science/models/create_model_provenance_details.rb, line 149 def hash [repository_url, git_branch, git_commit, script_dir, training_script, training_id].hash end
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_provenance_details.rb, line 193 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
Returns the string representation of the object @return [String] String presentation of the object
# File lib/oci/data_science/models/create_model_provenance_details.rb, line 187 def to_s to_hash.to_s end
Private Instance Methods
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_provenance_details.rb, line 210 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