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@dkubb
Last active May 13, 2019 21:10
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Eager Loading DataMapper Associations
require 'memoist'
# Usage:
#
# customers = Customer.preload(Customer.orders.line_items.item)
#
# customers.each do |customer|
# customer.orders.each do |order|
# order.line_items.each do |line_item|
# line_item.item # yay, no more N+1, only 4 queries executed !
# end
# end
# end
class EagerRepository
extend Memoist
include Enumerable
def initialize(root, paths = [])
@root = root.all
@paths = paths
end
def each(&block)
return to_enum unless block_given?
@root.repository.scope { eager_load_graph }
@root.each(&block)
self
end
def eager_load_graph
graph = {}
@paths.each do |path|
edges = []
path.relationships.reduce(@root) do |sources, relationship|
edges << relationship
graph[edges.dup] ||= Node.new(sources, relationship).targets
end
end
end
memoize :eager_load_graph
class Node
extend Memoist
def initialize(sources, relationship)
@sources = sources
@relationship = relationship
eager_load
end
def targets
@relationship.eager_load(@sources)
end
private
def eager_load
@sources.each { |source| map_targets(source) }
end
def map_targets(source)
id = primary_key.get(source)
set_association(
source,
target_map.fetch(id) { [] },
Hash[foreign_key.zip(id)]
)
end
def set_association(*args)
# DM does not provide a public API to set the association without lazy
# loading the targets. This uses a private API that is unlikely to change.
@relationship.send(:eager_load_targets, *args)
end
def target_map
targets.group_by { |target| foreign_key.get(target) }
end
def primary_key
@relationship.source_key
end
def foreign_key
@relationship.target_key
end
memoize :targets, :target_map, :primary_key, :foreign_key
end # class Node
module Model
def preload(*paths)
EagerRepository.new(self, paths)
end
end # module Model
end # class EagerRepository
DataMapper::Model.append_extensions(EagerRepository::Model)
@tillsc
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tillsc commented Nov 13, 2012

Extending DataMapper::Model didn't work for me in some cases. I think preloadshould be included into DataMapper::Collection instead.

Otherwise my_model.all(:some => 'condition').preload(...) ignored my condition in some cases and loaded all data from (my_model.all).

@dkubb
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Author

dkubb commented Apr 14, 2013

@tillsc What if #preload changes to:

def preload
  EagerRepository.new(all, paths)
end

This should work with a model and collection.

@amadanmath
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Badass. I was looking all over DM for something like this. I know I'm late to the party, but for anyone still using DM, I changed the def each... to

def all(*args)
  @root.repository.scope { eager_load_graph }
  @root.all(*args)
end

This lets you do MyModel.preload(...).all(:some => 'condition') (reverse from @tillsc)

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