{ "cells": [ { "cell_type": "markdown", "metadata": { "lc_cell_meme": { "current": "9530584e-1509-11e7-b31a-0242ac12000d", "history": [ { "current": "9530584e-1509-11e7-b31a-0242ac12000d", "next": "95305a9c-1509-11e7-b31a-0242ac12000d", "previous": null } ], "next": "95307b62-1509-11e7-b31a-0242ac12000d", "previous": null } }, "source": [ "# Force Merge操作\n", "----\n", "ディスクの使用量を削減するために、強制的な Merge操作によってセグメント数を減らします。" ] }, { "cell_type": "markdown", "metadata": { "lc_cell_meme": { "current": "95307b62-1509-11e7-b31a-0242ac12000d", "history": [ { "current": "95307b62-1509-11e7-b31a-0242ac12000d", "next": "95307d2e-1509-11e7-b31a-0242ac12000d", "previous": "953079a0-1509-11e7-b31a-0242ac12000d" } ], "next": "95307d2e-1509-11e7-b31a-0242ac12000d", "previous": "9530584e-1509-11e7-b31a-0242ac12000d" } }, "source": [ "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。 \n", "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。" ] }, { "cell_type": "markdown", "metadata": { "lc_cell_meme": { "current": "95307d2e-1509-11e7-b31a-0242ac12000d", "history": [ { "current": "95307d2e-1509-11e7-b31a-0242ac12000d", "next": "95307efa-1509-11e7-b31a-0242ac12000d", "previous": "95307b62-1509-11e7-b31a-0242ac12000d" } ], "next": "95305a9c-1509-11e7-b31a-0242ac12000d", "previous": "95307b62-1509-11e7-b31a-0242ac12000d" } }, "source": [ "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。 \n", "これにより、ディスク使用量を削減することができます。 \n", "\n", "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。\n", "\n", "詳細はElasticsearch Referenceの[Force Merge](https://www.elastic.co/guide/en/elasticsearch/reference/current/indices-forcemerge.html)を参照してください。 " ] }, { "cell_type": "markdown", "metadata": { "heading_collapsed": true, "lc_cell_meme": { "current": "95305a9c-1509-11e7-b31a-0242ac12000d", "history": [ { "current": "95305a9c-1509-11e7-b31a-0242ac12000d", "next": "95305cae-1509-11e7-b31a-0242ac12000d", "previous": "9530584e-1509-11e7-b31a-0242ac12000d" }, { "current": "95305a9c-1509-11e7-b31a-0242ac12000d", "next": "95305cae-1509-11e7-b31a-0242ac12000d", "previous": "95307efa-1509-11e7-b31a-0242ac12000d" } ], "next": "95305cae-1509-11e7-b31a-0242ac12000d", "previous": "95307d2e-1509-11e7-b31a-0242ac12000d" } }, "source": [ "## 準備\n", "本章のコマンドを実行するための設定を行います。 " ] }, { "cell_type": "markdown", "metadata": { "hidden": true, "lc_cell_meme": { "current": "95305cae-1509-11e7-b31a-0242ac12000d", "next": "95305e8e-1509-11e7-b31a-0242ac12000d", "previous": "95305a9c-1509-11e7-b31a-0242ac12000d" } }, "source": [ "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。" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "hidden": true, "lc_cell_meme": { "current": "95305e8e-1509-11e7-b31a-0242ac12000d", "next": "9530606e-1509-11e7-b31a-0242ac12000d", "previous": "95305cae-1509-11e7-b31a-0242ac12000d" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "env: ES_HOST=XXX.XXX.XXX.231:9200\n" ] } ], "source": [ "%env ES_HOST=XXX.XXX.XXX.231:9200" ] }, { "cell_type": "markdown", "metadata": { "hidden": true, "lc_cell_meme": { "current": "9530606e-1509-11e7-b31a-0242ac12000d", "next": "95306244-1509-11e7-b31a-0242ac12000d", "previous": "95305e8e-1509-11e7-b31a-0242ac12000d" } }, "source": [ "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。 " ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "hidden": true, "lc_cell_meme": { "current": "95306244-1509-11e7-b31a-0242ac12000d", "history": [ { "current": "95306244-1509-11e7-b31a-0242ac12000d", "next": "9530642e-1509-11e7-b31a-0242ac12000d", "previous": "9530606e-1509-11e7-b31a-0242ac12000d" } ], "next": "953079a0-1509-11e7-b31a-0242ac12000d", "previous": "9530606e-1509-11e7-b31a-0242ac12000d" }, "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "env: INDEX=meteorological-data-*\n" ] } ], "source": [ "%env INDEX=meteorological-data-*" ] }, { "cell_type": "markdown", "metadata": { "lc_cell_meme": { "current": "953079a0-1509-11e7-b31a-0242ac12000d", "history": [ { "current": "953079a0-1509-11e7-b31a-0242ac12000d", "next": "95307b62-1509-11e7-b31a-0242ac12000d", "previous": "953077ca-1509-11e7-b31a-0242ac12000d" }, { "current": "953079a0-1509-11e7-b31a-0242ac12000d", "next": "95307b62-1509-11e7-b31a-0242ac12000d", "previous": "95306244-1509-11e7-b31a-0242ac12000d" } ], "next": "953080c6-1509-11e7-b31a-0242ac12000d", "previous": "95306244-1509-11e7-b31a-0242ac12000d" } }, "source": [ "## 削除可能なデータ件数の確認\n", "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。" ] }, { "cell_type": "markdown", "metadata": { "lc_cell_meme": { "current": "953080c6-1509-11e7-b31a-0242ac12000d", "history": [ { "current": "953080c6-1509-11e7-b31a-0242ac12000d", "next": "95308292-1509-11e7-b31a-0242ac12000d", "previous": "95307efa-1509-11e7-b31a-0242ac12000d" }, { "current": "953080c6-1509-11e7-b31a-0242ac12000d", "next": "95308292-1509-11e7-b31a-0242ac12000d", "previous": "953079a0-1509-11e7-b31a-0242ac12000d" } ], "next": "9530845e-1509-11e7-b31a-0242ac12000d", "previous": "953079a0-1509-11e7-b31a-0242ac12000d" } }, "source": [ "次のコマンドを発行してください。 \n", "コマンドの詳細はElasticsearch Referenceの[Indices Stats](https://www.elastic.co/guide/en/elasticsearch/reference/current/indices-stats.html)を参照してください。" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "lc_cell_meme": { "current": "9530845e-1509-11e7-b31a-0242ac12000d", "history": [ { "current": "9530845e-1509-11e7-b31a-0242ac12000d", "next": "95308634-1509-11e7-b31a-0242ac12000d", "previous": "95308292-1509-11e7-b31a-0242ac12000d" } ], "next": "95308634-1509-11e7-b31a-0242ac12000d", "previous": "953080c6-1509-11e7-b31a-0242ac12000d" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{\n", " \"_shards\" : {\n", " \"total\" : 140,\n", " \"successful\" : 140,\n", " \"failed\" : 0\n", " },\n", " \"_all\" : {\n", " \"primaries\" : {\n", " \"docs\" : 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\"size_in_bytes\" : 0\n", " },\n", " \"segments\" : {\n", " \"count\" : 10,\n", " \"memory_in_bytes\" : 47468,\n", " \"terms_memory_in_bytes\" : 27196,\n", " \"stored_fields_memory_in_bytes\" : 3120,\n", " \"term_vectors_memory_in_bytes\" : 0,\n", " \"norms_memory_in_bytes\" : 640,\n", " \"points_memory_in_bytes\" : 1912,\n", " \"doc_values_memory_in_bytes\" : 14600,\n", " \"index_writer_memory_in_bytes\" : 0,\n", " \"version_map_memory_in_bytes\" : 0,\n", " \"fixed_bit_set_memory_in_bytes\" : 0,\n", " \"max_unsafe_auto_id_timestamp\" : -1,\n", " \"file_sizes\" : { }\n", " },\n", " \"translog\" : {\n", " \"operations\" : 60,\n", " \"size_in_bytes\" : 41690\n", " },\n", " \"request_cache\" : {\n", " \"memory_size_in_bytes\" : 0,\n", " \"evictions\" : 0,\n", " \"hit_count\" : 0,\n", " \"miss_count\" : 0\n", " },\n", " \"recovery\" : {\n", " \"current_as_source\" : 0,\n", " \"current_as_target\" : 0,\n", " \"throttle_time_in_millis\" : 0\n", " }\n", " }\n", " }\n", " }\n", "}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "\r", " 0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0\r", "100 99k 100 99k 0 0 1321k 0 --:--:-- --:--:-- --:--:-- 1326k\n" ] } ], "source": [ "%%bash\n", "curl -XGET \"http://$ES_HOST/$INDEX/_stats?pretty\"" ] }, { "cell_type": "raw", "metadata": { "lc_cell_meme": { "current": "95308634-1509-11e7-b31a-0242ac12000d", "next": "95308828-1509-11e7-b31a-0242ac12000d", "previous": "9530845e-1509-11e7-b31a-0242ac12000d" } }, "source": [ "例.\n", "<略>\n", "\"_all\" : {\n", " \"primaries\" : {\n", " \"docs\" : {\n", " \"count\" : XXXXXXX,\n", " \"deleted\" : 0\n", " },\n", "<略>" ] }, { "cell_type": "markdown", "metadata": { "lc_cell_meme": { "current": "95308828-1509-11e7-b31a-0242ac12000d", "history": [ { "current": "95308828-1509-11e7-b31a-0242ac12000d", "next": "953089f4-1509-11e7-b31a-0242ac12000d", "previous": "95308634-1509-11e7-b31a-0242ac12000d" } ], "next": "cc8215ba-183a-11e7-b31a-0242ac12000d", "previous": "95308634-1509-11e7-b31a-0242ac12000d" } }, "source": [ "\"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。" ] }, { "cell_type": "markdown", "metadata": { "lc_cell_meme": { "current": "cc8215ba-183a-11e7-b31a-0242ac12000d", "next": "953089f4-1509-11e7-b31a-0242ac12000d", "previous": "95308828-1509-11e7-b31a-0242ac12000d" } }, "source": [ "## Force Merge APIの発行\n", "実際にAPIを発行します。" ] }, { "cell_type": "markdown", "metadata": { "lc_cell_meme": { "current": "953089f4-1509-11e7-b31a-0242ac12000d", "history": [ { "current": "953089f4-1509-11e7-b31a-0242ac12000d", "next": "95308bc0-1509-11e7-b31a-0242ac12000d", "previous": "95308828-1509-11e7-b31a-0242ac12000d" } ], "next": "95308bc0-1509-11e7-b31a-0242ac12000d", "previous": "cc8215ba-183a-11e7-b31a-0242ac12000d" } }, "source": [ "次のコマンドを実行してください。" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "lc_cell_meme": { "current": "95308bc0-1509-11e7-b31a-0242ac12000d", "history": [ { "current": "95308bc0-1509-11e7-b31a-0242ac12000d", "next": null, "previous": "953089f4-1509-11e7-b31a-0242ac12000d" } ], "next": "8613b854-1a6f-11e7-b31a-0242ac12000d", "previous": "953089f4-1509-11e7-b31a-0242ac12000d" }, "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{\n", " \"_shards\" : {\n", " \"total\" : 140,\n", " \"successful\" : 140,\n", " \"failed\" : 0\n", " }\n", "}\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ " % Total % Received % Xferd Average Speed Time Time Time Current\n", " Dload Upload Total Spent Left Speed\n", "\r", " 0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0\r", "100 84 100 84 0 0 404 0 --:--:-- --:--:-- --:--:-- 405\n" ] } ], "source": [ "%%bash\n", "curl -XPOST \"http://$ES_HOST/$INDEX/_forcemerge?pretty\"" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true, "lc_cell_meme": { "current": "8613b854-1a6f-11e7-b31a-0242ac12000d", "next": null, "previous": "95308bc0-1509-11e7-b31a-0242ac12000d" } }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.9" }, "lc_notebook_meme": { "current": "9530542a-1509-11e7-b31a-0242ac12000d", "lc_server_signature": { "history": [] } }, "toc": { "colors": { "hover_highlight": "#DAA520", "navigate_num": "#000000", "navigate_text": "#333333", "running_highlight": "#FF0000", "selected_highlight": "#FFD700", "sidebar_border": "#EEEEEE", "wrapper_background": "#FFFFFF" }, "moveMenuLeft": true, "nav_menu": { "height": "154px", "width": "252px" }, "navigate_menu": true, "number_sections": true, "sideBar": true, "threshold": 4, "toc_cell": false, "toc_position": { "height": "754px", "left": "0px", "right": "1088px", "top": "106px", "width": "248px" }, "toc_section_display": "block", "toc_window_display": true, "widenNotebook": false } }, "nbformat": 4, "nbformat_minor": 1 }