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Eager Loading DataMapper Associations
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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) |
Extending DataMapper::Model didn't work for me in some cases. I think preload
should 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
).
@tillsc What if #preload
changes to:
def preload
EagerRepository.new(all, paths)
end
This should work with a model and collection.
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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I had to add a
require 'memoist'
at the top of this, and I addedgem 'memoist'
to my Gemfile.