I'm using elastic search to enhance search capabilities in my app. Search is working perfectly, however sorting is not for fields with multiple words.
When I try to sort the search by log 'message', I was getting the error:
"Can't sort on string types with more than one value per doc, or more than one token per field"
I googled the error and find out that I can use multi-fields mapping on the :message field (one analyzed and the other one not) to sort them. So I did this:
class Log < ActiveRecord::Base
include Tire::Model::Search
include Tire::Model::Callbacks
tire.mapping do
indexes :id, index: :not_analyzed
indexes :source, type: 'string'
indexes :level, type: 'string'
indexes :created_at, :type => 'date', :include_in_all => false
indexes :updated_at, :type => 'date', :include_in_all => false
indexes :message, type: 'multi_field', fields: {
analyzed: {type: 'string', index: 'analyzed'},
message: {type: 'string', index: :not_analyzed}
}
indexes :domain, type: 'keyword'
end
end
But, for some reason is not passing this mapping to ES.
rails console
Log.index.delete #=> true
Log.index.create #=> 200 : {"ok":true,"acknowledged":true}
Log.index.import Log.all #=> 200 : {"took":243,"items":[{"index":{"_index":"logs","_type":"log","_id":"5 ... ...
# Index mapping for :message is not the multi-field
# as I created in the Log model... why?
Log.index.mapping
=> {"log"=>
{"properties"=>
{"created_at"=>{"type"=>"date", "format"=>"dateOptionalTime"},
"id"=>{"type"=>"long"},
"level"=>{"type"=>"string"},
"message"=>{"type"=>"string"},
"source"=>{"type"=>"string"},
"updated_at"=>{"type"=>"date", "format"=>"dateOptionalTime"}}}}
# However if I do a Log.mapping I can see the multi-field
# how I can fix that and pass the mapping correctly to ES?
Log.mapping
=> {:id=>{:index=>:not_analyzed, :type=>"string"},
:source=>{:type=>"string"},
:level=>{:type=>"string"},
:created_at=>{:type=>"date", :include_in_all=>false},
:updated_at=>{:type=>"date", :include_in_all=>false},
:message=>
{:type=>"multi_field",
:fields=>
{:message=>{:type=>"string", :index=>"analyzed"},
:untouched=>{:type=>"string", :index=>:not_analyzed}}},
:domain=>{:type=>"keyword"}}
So, Log.index.mapping
is the current mapping in ES which doesn't contain the multi-field that I created. Am I missing something? and why the multi-field is shown in Log.mapping
but not in Log.index.mapping
?
I have changed the workflow from:
Log.index.delete; Log.index.create; Log.import
to
Log.index.delete; Log.create_elasticsearch_index; Log.import
The MyModel.create_elasticsearch_index
creates the index with proper mapping from model definition. See Tire's issue #613 .
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