Class: OCI::DataScience::Models::Metadata
- Inherits:
-
Object
- Object
- OCI::DataScience::Models::Metadata
- Defined in:
- lib/oci/data_science/models/metadata.rb
Overview
Defines properties of each model metadata.
Instance Attribute Summary collapse
-
#category ⇒ String
Category of model metadata which should be null for defined metadata.For custom metadata is should be one of the following values "Performance,Training Profile,Training and Validation Datasets,Training Environment,other".
-
#description ⇒ String
Description of model metadata.
-
#key ⇒ String
Key of the model Metadata.
-
#value ⇒ String
Allowed values for useCaseType: binary_classification, regression, multinomial_classification, clustering, recommender, dimensionality_reduction/representation, time_series_forecasting, anomaly_detection, topic_modeling, ner, sentiment_analysis, image_classification, object_localization, other.
Class Method Summary collapse
-
.attribute_map ⇒ Object
Attribute mapping from ruby-style variable name to JSON key.
-
.swagger_types ⇒ Object
Attribute type mapping.
Instance Method Summary collapse
-
#==(other) ⇒ Object
Checks equality by comparing each attribute.
-
#build_from_hash(attributes) ⇒ Object
Builds the object from hash.
- #eql?(other) ⇒ Boolean
-
#hash ⇒ Fixnum
Calculates hash code according to all attributes.
-
#initialize(attributes = {}) ⇒ Metadata
constructor
Initializes the object.
-
#to_hash ⇒ Hash
Returns the object in the form of hash.
-
#to_s ⇒ String
Returns the string representation of the object.
Constructor Details
#initialize(attributes = {}) ⇒ Metadata
Initializes the object
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# File 'lib/oci/data_science/models/metadata.rb', line 78 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.key = attributes[:'key'] if attributes[:'key'] self.value = attributes[:'value'] if attributes[:'value'] self.description = attributes[:'description'] if attributes[:'description'] self.category = attributes[:'category'] if attributes[:'category'] end |
Instance Attribute Details
#category ⇒ String
Category of model metadata which should be null for defined metadata.For custom metadata is should be one of the following values "Performance,Training Profile,Training and Validation Datasets,Training Environment,other".
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# File 'lib/oci/data_science/models/metadata.rb', line 42 def category @category end |
#description ⇒ String
Description of model metadata
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# File 'lib/oci/data_science/models/metadata.rb', line 38 def description @description end |
#key ⇒ String
Key of the model Metadata. The key can either be user defined or OCI defined. List of OCI defined keys: * useCaseType * libraryName * libraryVersion * estimatorClass * hyperParameters * testartifactresults
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# File 'lib/oci/data_science/models/metadata.rb', line 21 def key @key end |
#value ⇒ String
Allowed values for useCaseType: binary_classification, regression, multinomial_classification, clustering, recommender, dimensionality_reduction/representation, time_series_forecasting, anomaly_detection, topic_modeling, ner, sentiment_analysis, image_classification, object_localization, other
Allowed values for libraryName: scikit-learn, xgboost, tensorflow, pytorch, mxnet, keras, lightGBM, pymc3, pyOD, spacy, prophet, sktime, statsmodels, cuml, oracle_automl, h2o, transformers, nltk, emcee, pystan, bert, gensim, flair, word2vec, ensemble, other
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# File 'lib/oci/data_science/models/metadata.rb', line 34 def value @value 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/metadata.rb', line 45 def self.attribute_map { # rubocop:disable Style/SymbolLiteral 'key': :'key', 'value': :'value', 'description': :'description', 'category': :'category' # rubocop:enable Style/SymbolLiteral } end |
.swagger_types ⇒ Object
Attribute type mapping.
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# File 'lib/oci/data_science/models/metadata.rb', line 57 def self.swagger_types { # rubocop:disable Style/SymbolLiteral 'key': :'String', 'value': :'String', 'description': :'String', 'category': :'String' # rubocop:enable Style/SymbolLiteral } end |
Instance Method Details
#==(other) ⇒ Object
Checks equality by comparing each attribute.
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# File 'lib/oci/data_science/models/metadata.rb', line 100 def ==(other) return true if equal?(other) self.class == other.class && key == other.key && value == other.value && description == other.description && category == other.category end |
#build_from_hash(attributes) ⇒ Object
Builds the object from hash
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# File 'lib/oci/data_science/models/metadata.rb', line 133 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
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# File 'lib/oci/data_science/models/metadata.rb', line 113 def eql?(other) self == other end |
#hash ⇒ Fixnum
Calculates hash code according to all attributes.
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# File 'lib/oci/data_science/models/metadata.rb', line 122 def hash [key, value, description, category].hash end |
#to_hash ⇒ Hash
Returns the object in the form of hash
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# File 'lib/oci/data_science/models/metadata.rb', line 166 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
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# File 'lib/oci/data_science/models/metadata.rb', line 160 def to_s to_hash.to_s end |