ElasticsearchのDELETE APIを使用したレコードの削除処理は、削除対象レコードに対して削除フラグを設定し、検索対象から除外されるだけとなります。
そのため実データは残留し、リソースを使用したままになります。
Force Merge APIは、削除フラグが設定されたレコードの実データを完全削除し、インデックスの最適化を行い、シャードのセグメント数を削減します。
これにより、ディスク使用量を削減することができます。
付随して、完全削除されたドキュメントの持っていたドキュメントIDも解放されます。
詳細はElasticsearch ReferenceのForce Mergeを参照してください。
本章のコマンドを実行するための設定を行います。
セットアップ済みの環境のうちコマンドを送る先であるCoordinating(Client) Nodeのホストアドレスを、次のセルに記入して実行し、保存してください。
%env ES_HOST=XXX.XXX.XXX.231:9200
env: ES_HOST=XXX.XXX.XXX.231:9200
また、データを蓄積する先のインデックスとタイプを、次のセルを実行して保存してください。
%env INDEX=meteorological-data-*
env: INDEX=meteorological-data-*
削除フラグがonの状態のデータが何件あるか、Indices Statsで確認します。
次のコマンドを発行してください。
コマンドの詳細はElasticsearch ReferenceのIndices Statsを参照してください。
%%bash
curl -XGET "http://$ES_HOST/$INDEX/_stats?pretty"
{
"_shards" : {
"total" : 140,
"successful" : 140,
"failed" : 0
},
"_all" : {
"primaries" : {
"docs" : {
"count" : 365,
"deleted" : 0
},
"store" : {
"size_in_bytes" : 860512,
"throttle_time_in_millis" : 0
},
"indexing" : {
"index_total" : 365,
"index_time_in_millis" : 8281,
"index_current" : 0,
"index_failed" : 0,
"delete_total" : 0,
"delete_time_in_millis" : 0,
"delete_current" : 0,
"noop_update_total" : 0,
"is_throttled" : false,
"throttle_time_in_millis" : 0
},
"get" : {
"total" : 0,
"time_in_millis" : 0,
"exists_total" : 0,
"exists_time_in_millis" : 0,
"missing_total" : 0,
"missing_time_in_millis" : 0,
"current" : 0
},
"search" : {
"open_contexts" : 0,
"query_total" : 36,
"query_time_in_millis" : 173,
"query_current" : 0,
"fetch_total" : 1,
"fetch_time_in_millis" : 9,
"fetch_current" : 0,
"scroll_total" : 0,
"scroll_time_in_millis" : 0,
"scroll_current" : 0,
"suggest_total" : 0,
"suggest_time_in_millis" : 0,
"suggest_current" : 0
},
"merges" : {
"current" : 0,
"current_docs" : 0,
"current_size_in_bytes" : 0,
"total" : 0,
"total_time_in_millis" : 0,
"total_docs" : 0,
"total_size_in_bytes" : 0,
"total_stopped_time_in_millis" : 0,
"total_throttled_time_in_millis" : 0,
"total_auto_throttle_in_bytes" : 1468006400
},
"refresh" : {
"total" : 65,
"total_time_in_millis" : 2609
},
"flush" : {
"total" : 0,
"total_time_in_millis" : 0
},
"warmer" : {
"current" : 0,
"total" : 135,
"total_time_in_millis" : 126
},
"query_cache" : {
"memory_size_in_bytes" : 0,
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"evictions" : 0
},
"fielddata" : {
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"evictions" : 0
},
"completion" : {
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},
"segments" : {
"count" : 71,
"memory_in_bytes" : 316319,
"terms_memory_in_bytes" : 189909,
"stored_fields_memory_in_bytes" : 22152,
"term_vectors_memory_in_bytes" : 0,
"norms_memory_in_bytes" : 4544,
"points_memory_in_bytes" : 13726,
"doc_values_memory_in_bytes" : 85988,
"index_writer_memory_in_bytes" : 0,
"version_map_memory_in_bytes" : 0,
"fixed_bit_set_memory_in_bytes" : 0,
"max_unsafe_auto_id_timestamp" : -1,
"file_sizes" : { }
},
"translog" : {
"operations" : 365,
"size_in_bytes" : 254589
},
"request_cache" : {
"memory_size_in_bytes" : 0,
"evictions" : 0,
"hit_count" : 0,
"miss_count" : 0
},
"recovery" : {
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"current_as_target" : 0,
"throttle_time_in_millis" : 0
}
},
"total" : {
"docs" : {
"count" : 730,
"deleted" : 0
},
"store" : {
"size_in_bytes" : 1657963,
"throttle_time_in_millis" : 0
},
"indexing" : {
"index_total" : 659,
"index_time_in_millis" : 11710,
"index_current" : 0,
"index_failed" : 0,
"delete_total" : 0,
"delete_time_in_millis" : 0,
"delete_current" : 0,
"noop_update_total" : 0,
"is_throttled" : false,
"throttle_time_in_millis" : 0
},
"get" : {
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},
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"fetch_current" : 0,
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},
"merges" : {
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"total_auto_throttle_in_bytes" : 2936012800
},
"refresh" : {
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},
"flush" : {
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},
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},
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},
"fielddata" : {
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},
"completion" : {
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},
"segments" : {
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},
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},
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},
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"version_map_memory_in_bytes" : 0,
"fixed_bit_set_memory_in_bytes" : 0,
"max_unsafe_auto_id_timestamp" : -1,
"file_sizes" : { }
},
"translog" : {
"operations" : 30,
"size_in_bytes" : 20847
},
"request_cache" : {
"memory_size_in_bytes" : 0,
"evictions" : 0,
"hit_count" : 0,
"miss_count" : 0
},
"recovery" : {
"current_as_source" : 0,
"current_as_target" : 0,
"throttle_time_in_millis" : 0
}
},
"total" : {
"docs" : {
"count" : 60,
"deleted" : 0
},
"store" : {
"size_in_bytes" : 128652,
"throttle_time_in_millis" : 0
},
"indexing" : {
"index_total" : 55,
"index_time_in_millis" : 985,
"index_current" : 0,
"index_failed" : 0,
"delete_total" : 0,
"delete_time_in_millis" : 0,
"delete_current" : 0,
"noop_update_total" : 0,
"is_throttled" : false,
"throttle_time_in_millis" : 0
},
"get" : {
"total" : 0,
"time_in_millis" : 0,
"exists_total" : 0,
"exists_time_in_millis" : 0,
"missing_total" : 0,
"missing_time_in_millis" : 0,
"current" : 0
},
"search" : {
"open_contexts" : 0,
"query_total" : 5,
"query_time_in_millis" : 25,
"query_current" : 0,
"fetch_total" : 0,
"fetch_time_in_millis" : 0,
"fetch_current" : 0,
"scroll_total" : 0,
"scroll_time_in_millis" : 0,
"scroll_current" : 0,
"suggest_total" : 0,
"suggest_time_in_millis" : 0,
"suggest_current" : 0
},
"merges" : {
"current" : 0,
"current_docs" : 0,
"current_size_in_bytes" : 0,
"total" : 0,
"total_time_in_millis" : 0,
"total_docs" : 0,
"total_size_in_bytes" : 0,
"total_stopped_time_in_millis" : 0,
"total_throttled_time_in_millis" : 0,
"total_auto_throttle_in_bytes" : 209715200
},
"refresh" : {
"total" : 9,
"total_time_in_millis" : 637
},
"flush" : {
"total" : 0,
"total_time_in_millis" : 0
},
"warmer" : {
"current" : 0,
"total" : 20,
"total_time_in_millis" : 17
},
"query_cache" : {
"memory_size_in_bytes" : 0,
"total_count" : 0,
"hit_count" : 0,
"miss_count" : 0,
"cache_size" : 0,
"cache_count" : 0,
"evictions" : 0
},
"fielddata" : {
"memory_size_in_bytes" : 0,
"evictions" : 0
},
"completion" : {
"size_in_bytes" : 0
},
"segments" : {
"count" : 10,
"memory_in_bytes" : 47826,
"terms_memory_in_bytes" : 27188,
"stored_fields_memory_in_bytes" : 3120,
"term_vectors_memory_in_bytes" : 0,
"norms_memory_in_bytes" : 640,
"points_memory_in_bytes" : 1990,
"doc_values_memory_in_bytes" : 14888,
"index_writer_memory_in_bytes" : 0,
"version_map_memory_in_bytes" : 0,
"fixed_bit_set_memory_in_bytes" : 0,
"max_unsafe_auto_id_timestamp" : -1,
"file_sizes" : { }
},
"translog" : {
"operations" : 60,
"size_in_bytes" : 41694
},
"request_cache" : {
"memory_size_in_bytes" : 0,
"evictions" : 0,
"hit_count" : 0,
"miss_count" : 0
},
"recovery" : {
"current_as_source" : 0,
"current_as_target" : 0,
"throttle_time_in_millis" : 0
}
}
},
"meteorological-data-2015.11" : {
"primaries" : {
"docs" : {
"count" : 30,
"deleted" : 0
},
"store" : {
"size_in_bytes" : 63781,
"throttle_time_in_millis" : 0
},
"indexing" : {
"index_total" : 30,
"index_time_in_millis" : 661,
"index_current" : 0,
"index_failed" : 0,
"delete_total" : 0,
"delete_time_in_millis" : 0,
"delete_current" : 0,
"noop_update_total" : 0,
"is_throttled" : false,
"throttle_time_in_millis" : 0
},
"get" : {
"total" : 0,
"time_in_millis" : 0,
"exists_total" : 0,
"exists_time_in_millis" : 0,
"missing_total" : 0,
"missing_time_in_millis" : 0,
"current" : 0
},
"search" : {
"open_contexts" : 0,
"query_total" : 2,
"query_time_in_millis" : 10,
"query_current" : 0,
"fetch_total" : 0,
"fetch_time_in_millis" : 0,
"fetch_current" : 0,
"scroll_total" : 0,
"scroll_time_in_millis" : 0,
"scroll_current" : 0,
"suggest_total" : 0,
"suggest_time_in_millis" : 0,
"suggest_current" : 0
},
"merges" : {
"current" : 0,
"current_docs" : 0,
"current_size_in_bytes" : 0,
"total" : 0,
"total_time_in_millis" : 0,
"total_docs" : 0,
"total_size_in_bytes" : 0,
"total_stopped_time_in_millis" : 0,
"total_throttled_time_in_millis" : 0,
"total_auto_throttle_in_bytes" : 104857600
},
"refresh" : {
"total" : 5,
"total_time_in_millis" : 346
},
"flush" : {
"total" : 0,
"total_time_in_millis" : 0
},
"warmer" : {
"current" : 0,
"total" : 10,
"total_time_in_millis" : 4
},
"query_cache" : {
"memory_size_in_bytes" : 0,
"total_count" : 0,
"hit_count" : 0,
"miss_count" : 0,
"cache_size" : 0,
"cache_count" : 0,
"evictions" : 0
},
"fielddata" : {
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"evictions" : 0
},
"completion" : {
"size_in_bytes" : 0
},
"segments" : {
"count" : 5,
"memory_in_bytes" : 23734,
"terms_memory_in_bytes" : 13598,
"stored_fields_memory_in_bytes" : 1560,
"term_vectors_memory_in_bytes" : 0,
"norms_memory_in_bytes" : 320,
"points_memory_in_bytes" : 956,
"doc_values_memory_in_bytes" : 7300,
"index_writer_memory_in_bytes" : 0,
"version_map_memory_in_bytes" : 0,
"fixed_bit_set_memory_in_bytes" : 0,
"max_unsafe_auto_id_timestamp" : -1,
"file_sizes" : { }
},
"translog" : {
"operations" : 30,
"size_in_bytes" : 20845
},
"request_cache" : {
"memory_size_in_bytes" : 0,
"evictions" : 0,
"hit_count" : 0,
"miss_count" : 0
},
"recovery" : {
"current_as_source" : 0,
"current_as_target" : 0,
"throttle_time_in_millis" : 0
}
},
"total" : {
"docs" : {
"count" : 60,
"deleted" : 0
},
"store" : {
"size_in_bytes" : 127562,
"throttle_time_in_millis" : 0
},
"indexing" : {
"index_total" : 54,
"index_time_in_millis" : 957,
"index_current" : 0,
"index_failed" : 0,
"delete_total" : 0,
"delete_time_in_millis" : 0,
"delete_current" : 0,
"noop_update_total" : 0,
"is_throttled" : false,
"throttle_time_in_millis" : 0
},
"get" : {
"total" : 0,
"time_in_millis" : 0,
"exists_total" : 0,
"exists_time_in_millis" : 0,
"missing_total" : 0,
"missing_time_in_millis" : 0,
"current" : 0
},
"search" : {
"open_contexts" : 0,
"query_total" : 5,
"query_time_in_millis" : 27,
"query_current" : 0,
"fetch_total" : 0,
"fetch_time_in_millis" : 0,
"fetch_current" : 0,
"scroll_total" : 0,
"scroll_time_in_millis" : 0,
"scroll_current" : 0,
"suggest_total" : 0,
"suggest_time_in_millis" : 0,
"suggest_current" : 0
},
"merges" : {
"current" : 0,
"current_docs" : 0,
"current_size_in_bytes" : 0,
"total" : 0,
"total_time_in_millis" : 0,
"total_docs" : 0,
"total_size_in_bytes" : 0,
"total_stopped_time_in_millis" : 0,
"total_throttled_time_in_millis" : 0,
"total_auto_throttle_in_bytes" : 209715200
},
"refresh" : {
"total" : 9,
"total_time_in_millis" : 651
},
"flush" : {
"total" : 0,
"total_time_in_millis" : 0
},
"warmer" : {
"current" : 0,
"total" : 20,
"total_time_in_millis" : 16
},
"query_cache" : {
"memory_size_in_bytes" : 0,
"total_count" : 0,
"hit_count" : 0,
"miss_count" : 0,
"cache_size" : 0,
"cache_count" : 0,
"evictions" : 0
},
"fielddata" : {
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"evictions" : 0
},
"completion" : {
"size_in_bytes" : 0
},
"segments" : {
"count" : 10,
"memory_in_bytes" : 47468,
"terms_memory_in_bytes" : 27196,
"stored_fields_memory_in_bytes" : 3120,
"term_vectors_memory_in_bytes" : 0,
"norms_memory_in_bytes" : 640,
"points_memory_in_bytes" : 1912,
"doc_values_memory_in_bytes" : 14600,
"index_writer_memory_in_bytes" : 0,
"version_map_memory_in_bytes" : 0,
"fixed_bit_set_memory_in_bytes" : 0,
"max_unsafe_auto_id_timestamp" : -1,
"file_sizes" : { }
},
"translog" : {
"operations" : 60,
"size_in_bytes" : 41690
},
"request_cache" : {
"memory_size_in_bytes" : 0,
"evictions" : 0,
"hit_count" : 0,
"miss_count" : 0
},
"recovery" : {
"current_as_source" : 0,
"current_as_target" : 0,
"throttle_time_in_millis" : 0
}
}
}
}
}
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 99k 100 99k 0 0 1321k 0 --:--:-- --:--:-- --:--:-- 1326k
"deleted"に表示されている件数が削除フラグが設定されているドキュメントの数（＝ディスク上から削減可能なデータの数）になります。
実際にAPIを発行します。
次のコマンドを実行してください。
%%bash
curl -XPOST "http://$ES_HOST/$INDEX/_forcemerge?pretty"
{
"_shards" : {
"total" : 140,
"successful" : 140,
"failed" : 0
}
}
% Total % Received % Xferd Average Speed Time Time Time Current
Dload Upload Total Spent Left Speed
100 84 100 84 0 0 404 0 --:--:-- --:--:-- --:--:-- 405