Class: Google::Apis::BigqueryV2::DifferentialPrivacyPolicy

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/bigquery_v2/classes.rb,
lib/google/apis/bigquery_v2/representations.rb,
lib/google/apis/bigquery_v2/representations.rb

Overview

Represents privacy policy associated with "differential privacy" method.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ DifferentialPrivacyPolicy

Returns a new instance of DifferentialPrivacyPolicy.



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# File 'lib/google/apis/bigquery_v2/classes.rb', line 2650

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#delta_budget ⇒ Float

Optional. The total delta budget for all queries against the privacy-protected view. Each subscriber query against this view charges the amount of delta that is pre-defined by the contributor through the privacy policy delta_per_query field. If there is sufficient budget, then the subscriber query attempts to complete. It might still fail due to other reasons, in which case the charge is refunded. If there is insufficient budget the query is rejected. There might be multiple charge attempts if a single query references multiple views. In this case there must be sufficient budget for all charges or the query is rejected and charges are refunded in best effort. The budget does not have a refresh policy and can only be updated via ALTER VIEW or circumvented by creating a new view that can be queried with a fresh budget. Corresponds to the JSON property deltaBudget

Returns:

  • (Float) 


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# File 'lib/google/apis/bigquery_v2/classes.rb', line 2584

def delta_budget
  @delta_budget
end

#delta_budget_remaining ⇒ Float

Output only. The delta budget remaining. If budget is exhausted, no more queries are allowed. Note that the budget for queries that are in progress is deducted before the query executes. If the query fails or is cancelled then the budget is refunded. In this case the amount of budget remaining can increase. Corresponds to the JSON property deltaBudgetRemaining

Returns:

  • (Float) 


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# File 'lib/google/apis/bigquery_v2/classes.rb', line 2593

def delta_budget_remaining
  @delta_budget_remaining
end

#delta_per_query ⇒ Float

Optional. The delta value that is used per query. Delta represents the probability that any row will fail to be epsilon differentially private. Indicates the risk associated with exposing aggregate rows in the result of a query. Corresponds to the JSON property deltaPerQuery

Returns:

  • (Float) 


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# File 'lib/google/apis/bigquery_v2/classes.rb', line 2601

def delta_per_query
  @delta_per_query
end

#epsilon_budget ⇒ Float

Optional. The total epsilon budget for all queries against the privacy- protected view. Each subscriber query against this view charges the amount of epsilon they request in their query. If there is sufficient budget, then the subscriber query attempts to complete. It might still fail due to other reasons, in which case the charge is refunded. If there is insufficient budget the query is rejected. There might be multiple charge attempts if a single query references multiple views. In this case there must be sufficient budget for all charges or the query is rejected and charges are refunded in best effort. The budget does not have a refresh policy and can only be updated via ALTER VIEW or circumvented by creating a new view that can be queried with a fresh budget. Corresponds to the JSON property epsilonBudget

Returns:

  • (Float) 


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# File 'lib/google/apis/bigquery_v2/classes.rb', line 2616

def epsilon_budget
  @epsilon_budget
end

#epsilon_budget_remaining ⇒ Float

Output only. The epsilon budget remaining. If budget is exhausted, no more queries are allowed. Note that the budget for queries that are in progress is deducted before the query executes. If the query fails or is cancelled then the budget is refunded. In this case the amount of budget remaining can increase. Corresponds to the JSON property epsilonBudgetRemaining

Returns:

  • (Float) 


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# File 'lib/google/apis/bigquery_v2/classes.rb', line 2625

def epsilon_budget_remaining
  @epsilon_budget_remaining
end

#max_epsilon_per_query ⇒ Float

Optional. The maximum epsilon value that a query can consume. If the subscriber specifies epsilon as a parameter in a SELECT query, it must be less than or equal to this value. The epsilon parameter controls the amount of noise that is added to the groups — a higher epsilon means less noise. Corresponds to the JSON property maxEpsilonPerQuery

Returns:

  • (Float) 


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# File 'lib/google/apis/bigquery_v2/classes.rb', line 2633

def max_epsilon_per_query
  @max_epsilon_per_query
end

#max_groups_contributed ⇒ Fixnum

Optional. The maximum groups contributed value that is used per query. Represents the maximum number of groups to which each protected entity can contribute. Changing this value does not improve or worsen privacy. The best value for accuracy and utility depends on the query and data. Corresponds to the JSON property maxGroupsContributed

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/bigquery_v2/classes.rb', line 2641

def max_groups_contributed
  @max_groups_contributed
end

#privacy_unit_column ⇒ String

Optional. The privacy unit column associated with this policy. Differential privacy policies can only have one privacy unit column per data source object ( table, view). Corresponds to the JSON property privacyUnitColumn

Returns:

  • (String) 


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# File 'lib/google/apis/bigquery_v2/classes.rb', line 2648

def privacy_unit_column
  @privacy_unit_column
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/bigquery_v2/classes.rb', line 2655

def update!(**args)
  @delta_budget = args[:delta_budget] if args.key?(:delta_budget)
  @delta_budget_remaining = args[:delta_budget_remaining] if args.key?(:delta_budget_remaining)
  @delta_per_query = args[:delta_per_query] if args.key?(:delta_per_query)
  @epsilon_budget = args[:epsilon_budget] if args.key?(:epsilon_budget)
  @epsilon_budget_remaining = args[:epsilon_budget_remaining] if args.key?(:epsilon_budget_remaining)
  @max_epsilon_per_query = args[:max_epsilon_per_query] if args.key?(:max_epsilon_per_query)
  @max_groups_contributed = args[:max_groups_contributed] if args.key?(:max_groups_contributed)
  @privacy_unit_column = args[:privacy_unit_column] if args.key?(:privacy_unit_column)
end