I'm using elasticsearch-rails gem in my Rails app to simplify integration with Elasticsearch. I'm trying to use the phonetic analysis plugin, so I need to define a custom analyzer and a custom filter for my index.
I tried this piece of code in order to perform the custom analysis with a soundex phonetic filter, but It fails with an exception message:
[!!!] Error when creating the index: Elasticsearch::Transport::Transport::Errors::BadRequest [400] {"error":"MapperParsingException[mapping [call_sentence]]; nested: MapperParsingException[Analyzer [{tokenizer=standard, filter=[standard, lowercase, metaphoner]}] not found for field [phonetic]]; ","status":400}
# Set up index configuration and mapping
#
settings index: { number_of_shards: 1, number_of_replicas: 0 } do
mapping do
indexes :text, type: 'multi_field' do
indexes :processed, analyzer: 'snowball'
indexes :phone, {analyzer: {
tokenizer: "standard",
filter: ["standard", "lowercase", "metaphoner"]
}, filter: {
metaphoner: {
type: "phonetic",
encoder: "soundex",
replace: false
}
}}
indexes :raw, analyzer: 'keyword'
end
end
end
You can also specify it in the settings call:
settings index: {
number_of_shards: 1,
number_of_replicas: 0,
analysis: {
filter: {
metaphoner: {
type: 'phonetic',
encoder: doublemetaphone,
replace: true,
}
},
analyzer: {
phonetic_analyzer: {
tokenizer: 'standard',
filter: ["standard", "lowercase", "metaphoner"],
}
}
}
} do
mapping do
indexes :text, type: 'multi_field' do
indexes :processed, analyzer: 'snowball'
indexes :phone, analyzer: 'phonetic_analyzer'
indexes :raw, analyzer: 'keyword'
end
end
end
Alright, I modified elasticsearch.yml config to include the phonetic analyzer
#################################### Index ####################################
index:
analysis:
analyzer:
phonetic_analyzer:
tokenizer: standard
filter: [metaphoner]
filter:
metaphoner:
type: phonetic
encoder: doublemetaphone
replace: true
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