Created
December 26, 2016 12:30
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This is code underlying a system for driving offer/discount qualification in an ecom system. Details here: https://docs.google.com/presentation/d/1beY49QzNJuwD_m_fJLdEo_MxWXCzcMQCHT-I968VIII/edit?usp=sharing
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class OfferRule | |
def initialize(user, field_or_method, field_type, threshold_value) | |
@user = user | |
@field_or_method = field_or_method.to_sym | |
@field_type = field_type | |
@threshold_value = threshold_value | |
end | |
def self.create_from_hash(user, rule_hash) | |
new(user, rule_hash["user_method"], rule_hash["field_type"], rule_hash["threshold"]) | |
end | |
def self.create_and_evaluate_from_hash(user, rule_hash) | |
rule_hash.present? ? OfferRule.create_from_hash(user, rule_hash).evaluate(rule_hash["operator"]) : false | |
end | |
# THE NEXT METHOD IS GENERALLY THE ENTRY POINT. | |
# WILL RETURN A BOOLEAN SAYING WHETHER OR NOT A USER MEETS ALL QUALIFICATIONS. | |
# | |
# example input... | |
# rule_id_array: [1,2] | |
# rule_hashes: | |
# [{ | |
# "id": 1, | |
# "user_method": "account_status", | |
# "operator": "equal", | |
# "threshold": "expired", | |
# "field_type": "string" | |
# } | |
# { | |
# "id": 2, | |
# "user_method": "qualified_prepaid_plans", | |
# "operator": "contains_subset", | |
# "threshold": "['three-month-pre-pay']", | |
# "field_type": "array" | |
# }] | |
def self.evaluate_offer_rules(user, rule_id_array, rule_hashes) | |
rule_id_array.each do |rule_id| | |
rule_hash = find_rule(rule_hashes, rule_id) | |
if rule_hash['operator'] == "or" | |
return false if !OrOfferRule.new(user, rule_hashes, rule_id).evaluate | |
else | |
return false if !create_and_evaluate_from_hash(user, rule_hash) | |
end | |
end | |
true | |
end | |
def self.find_rule(rule_hashes, id) | |
rule_hashes.select{|r| r['id'] == id}.first | |
end | |
def maybe_negate(operator, result) | |
if operator[0...4] == "not_" | |
negator = true | |
operator = operator[4..-1] | |
end | |
negator ? !result : result | |
end | |
def evaluator | |
return @threshold_value.to_sym if @field_type.downcase == "symbol" | |
begin | |
Kernel.try(@field_type.classify.to_sym, @threshold_value) | |
rescue | |
@field_type.classify.constantize.new(@threshold_value) | |
end | |
end | |
def evaluate(operator) | |
begin | |
"#{operator}_offer_rule".classify.constantize.new(@user, @field_or_method, @field_type, @threshold_value).evaluate | |
rescue StandardError => e | |
puts "Error evaluating #{self.class} : #{[@user, @field_or_method, @field_type, @threshold_value].join(', ')}" | |
false | |
end | |
end | |
end | |
class ComparisonOfferRule < OfferRule | |
def evaluators | |
{ | |
"equal" => :==, | |
"greater_than" => :>, | |
"greater_than_equal" => :>=, | |
"less_than" => :<, | |
"less_than_equal" => :<= | |
} | |
end | |
def base_operator | |
operator[0...4] == "not_" ? operator[4..-1] : operator | |
end | |
def evaluate | |
result = @user.send(@field_or_method).send(evaluators[base_operator.to_s],evaluator) | |
maybe_negate(operator, result) | |
end | |
end | |
class TrueOfferRule < OfferRule | |
def evaluate | |
true | |
end | |
end | |
class FalseOfferRule < OfferRule | |
def evaluate | |
false | |
end | |
end | |
# can be used on string, numeric and boolean | |
class EqualOfferRule < ComparisonOfferRule | |
def operator | |
"equal" | |
end | |
end | |
# can be used on string, numeric and boolean | |
class NotEqualOfferRule < ComparisonOfferRule | |
def operator | |
"not_equal" | |
end | |
end | |
# can be used on numeric only | |
class GreaterThanOfferRule < ComparisonOfferRule | |
def operator | |
"greater_than" | |
end | |
end | |
# can be used on numeric only | |
class GreaterThanEqualOfferRule < ComparisonOfferRule | |
def operator | |
"greater_than_equal" | |
end | |
end | |
# can be used on numeric only | |
class LessThanOfferRule < ComparisonOfferRule | |
def operator | |
"less_than" | |
end | |
end | |
# can be used on numeric only | |
class LessThanEqualOfferRule < ComparisonOfferRule | |
def operator | |
"less_than_equal" | |
end | |
end | |
# only usable on methods that return an array | |
class InOfferRule < OfferRule | |
def evaluate | |
@threshold_value.map{|x| x.to_s}.include?(@user.send(@field_or_method).to_s) | |
end | |
end | |
# only usable on methods that return an array | |
class NotInOfferRule < InOfferRule | |
def evaluate | |
!super | |
end | |
end | |
# only usable on methods that return an array | |
class IncludesAnyOfferRule < OfferRule | |
def evaluate | |
(@user.send(@field_or_method) & @threshold_value).count > 0 | |
end | |
end | |
# only usable on methods that return an array | |
class DoesNotIncludeAnyOfferRule < IncludesAnyOfferRule | |
def evaluate | |
!super | |
end | |
end | |
# only usable on methods that return an array and with @threshold_value that is an array | |
class ContainsSubsetOfferRule < OfferRule | |
def evaluate | |
(@user.send(@field_or_method) & @threshold_value).uniq.sort == @threshold_value.uniq.sort | |
end | |
end | |
# only usable on methods that return an array and with @threshold_value that is an array | |
class DoesNotContainSubsetOfferRule < ContainsSubsetOfferRule | |
def evaluate | |
!super | |
end | |
end | |
# only usable on methods that return strings | |
class MatchesOfferRule < OfferRule | |
def evaluate | |
(@user.send(@field_or_method.to_sym) =~ Regexp.new(@threshold_value)) != nil | |
end | |
end | |
class DoesNotMatchOfferRule < MatchesOfferRule | |
def evaluate | |
!super | |
end | |
end | |
class OrOfferRule < OfferRule | |
def initialize(user, rule_hashes, rule_id) | |
@user = user | |
@rules = rule_hashes | |
@my_rule = OfferRule.find_rule(rule_hashes, rule_id) | |
end | |
def evaluate | |
@my_rule["threshold"].each do |rule_id| | |
return true if OfferRule.create_and_evaluate_from_hash(@user, OfferRule.find_rule(@rules, rule_id)) | |
end | |
return false | |
end | |
end |
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# Create a way to dynamically create methods that query into entities related to User (i.e. has_many). | |
#... | |
def method_missing(method_sym, *arguments, &block) | |
if method_sym.to_s =~ /(.*)_where_(.*)_grab_(.*)/ | |
# Old way: (.*)_where_(.*)_(gt|lt|gte|lte|eq)_(.*)_grab_(.*) | |
relation = $1 | |
mapper = $3 | |
queries = $2 | |
define_dynamic_query(method_sym, relation, queries, mapper) | |
send(method_sym) | |
else | |
super | |
end | |
end | |
protected | |
def define_dynamic_query(finder, relationship, queries, mapper) | |
query_array = [].tap do |aq| | |
queries.split('_and_').each{|q| aq << create_query(q, relationship)} | |
end | |
query = "#{relationship}.#{query_array.compact.uniq.join('.')}" | |
class_eval <<-RUBY | |
def #{finder} | |
#{query}.map(&:#{mapper}) | |
end | |
RUBY | |
end | |
def create_query(query_string, relationship) | |
query = "" | |
if query_string =~ /(.*)_(gt|lt|gte|lte|eq)_(.*)/ | |
threshold = $3 | |
property = $1 | |
if threshold == 'null' | |
query = "where('#{property} IS NULL')" | |
else | |
operator = query_operators[$2] | |
threshold = interpret_threshold(threshold, relationship, property) | |
query = "where('#{property} #{operator} ?', #{threshold})" | |
end | |
end | |
return query | |
end | |
def query_operators | |
{'eq' => '=', 'gt' => '>', 'gte' => '>=', 'lt' => '<', 'lte' => '<='} | |
end | |
def interpret_threshold(t, r, p) | |
klass = r.singularize.classify.constantize.columns_hash[p].type.to_s.classify | |
return "'#{t}'" if klass == 'String' | |
if klass == 'Datetime' | |
ret = "'#{t.gsub!('_','-')}'" | |
else | |
begin | |
ret = Kernel.try(klass.to_sym, t) | |
rescue | |
ret = klass.constantize.new(t) | |
end | |
end | |
return ret | |
end | |
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