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@ -28,9 +28,7 @@ class AccountSearchService < BaseService
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},
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functions: [
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reputation_score_function,
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followers_score_function,
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time_distance_function,
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],
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},
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},
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@ -81,36 +79,12 @@ class AccountSearchService < BaseService
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}
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end
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# This function deranks accounts that follow more people than follow them
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def reputation_score_function
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{
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script_score: {
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script: {
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source: "(Math.max(doc['followers_count'].value, 0) + 0.0) / (Math.max(doc['followers_count'].value, 0) + Math.max(doc['following_count'].value, 0) + 1)",
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},
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},
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}
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end
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# This function promotes accounts that have more followers
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def followers_score_function
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{
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script_score: {
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script: {
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source: "(Math.max(doc['followers_count'].value, 0) / (Math.max(doc['followers_count'].value, 0) + 1))",
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},
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},
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}
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end
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# This function deranks accounts that haven't posted in a long time
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def time_distance_function
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{
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gauss: {
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last_status_at: {
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scale: '30d',
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offset: '30d',
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decay: 0.3,
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source: "Math.log10((Math.max(doc['followers_count'].value, 0) + 1))",
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},
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},
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}
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@ -126,10 +100,24 @@ class AccountSearchService < BaseService
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def core_query
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{
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multi_match: {
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query: @query,
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type: 'bool_prefix',
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fields: %w(username^2 username.*^2 display_name display_name.*),
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dis_max: {
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queries: [
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{
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multi_match: {
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query: @query,
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type: 'most_fields',
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fields: %w(username username.*),
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},
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},
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{
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multi_match: {
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query: @query,
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type: 'most_fields',
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fields: %w(display_name display_name.*),
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},
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},
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],
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},
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}
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end
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@ -142,7 +130,7 @@ class AccountSearchService < BaseService
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{
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multi_match: {
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query: @query,
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type: 'most_fields',
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type: 'best_fields',
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fields: %w(username^2 display_name^2 text text.*),
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operator: 'and',
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},
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