Added training code

Andrew Kane
1 parent 1bcff9d1
Showing 1 changed file with 33 additions and 0 deletions Show diff stats
README.md
@@ -42,6 +42,39 @@ Use analytics on search conversions to improve results.
  
 Also, give popular documents a little boost.
  
+Create a model to keep track of searches.
+
+```ruby
+class Search < ActiveRecord::Base
+  belongs_to :item
+  # fields: id, query, searched_at, converted_at, item_id
+end
+```
+
+Add the conversions to the index.
+
+```ruby
+class Book < ActiveRecord::Base
+  has_many :searches
+
+  def to_indexed_json
+    {
+      title: title,
+      conversions: searches.group("query").count.map{|query, count| {query: query, count: count} }, # TODO fix
+      _boost: Math.log(copies_sold_count) # boost more popular books a bit
+    }
+  end
+end
+```
+
+Tell the query to use conversions once the reindex is complete.
+
+```ruby
+Book.search do
+  searchkick_query ["title"], "Nobody Listens to Andrew", true
+end
+```
+
 ### Zero Downtime Changes
  
 Elasticsearch has a feature called aliases that allows you to change mappings with no downtime.
...	...	@@ -42,6 +42,39 @@ Use analytics on search conversions to improve results.
42	42
43	43	Also, give popular documents a little boost.
44	44
	45	+Create a model to keep track of searches.
	46	+
	47	+```ruby
	48	+class Search < ActiveRecord::Base
	49	+ belongs_to :item
	50	+ # fields: id, query, searched_at, converted_at, item_id
	51	+end
	52	+```
	53	+
	54	+Add the conversions to the index.
	55	+
	56	+```ruby
	57	+class Book < ActiveRecord::Base
	58	+ has_many :searches
	59	+
	60	+ def to_indexed_json
	61	+ {
	62	+ title: title,
	63	+ conversions: searches.group("query").count.map{\|query, count\| {query: query, count: count} }, # TODO fix
	64	+ _boost: Math.log(copies_sold_count) # boost more popular books a bit
	65	+ }
	66	+ end
	67	+end
	68	+```
	69	+
	70	+Tell the query to use conversions once the reindex is complete.
	71	+
	72	+```ruby
	73	+Book.search do
	74	+ searchkick_query ["title"], "Nobody Listens to Andrew", true
	75	+end
	76	+```
	77	+
45	78	### Zero Downtime Changes
46	79
47	80	Elasticsearch has a feature called aliases that allows you to change mappings with no downtime.
...	...