Amazon Timestream for LiveAnalytics に類似した機能をご希望の場合は Amazon Timestream for InfluxDB をご検討ください。リアルタイム分析に適した、シンプルなデータインジェストと 1 桁ミリ秒のクエリ応答時間を特徴としています。詳細については、こちらを参照してください。
翻訳は機械翻訳により提供されています。提供された翻訳内容と英語版の間で齟齬、不一致または矛盾がある場合、英語版が優先します。
スケジュールされたクエリのサンプルスキーマ
この例では、大規模なサーバーフリートからのメトリクスをモニタリングする DevOps シナリオを模倣したサンプルアプリケーションを使用します。ユーザーが望むのは、異常なリソース使用状況に関するアラートの受信、フリートの動作と使用状況の集計を表示するダッシュボードの作成、最新データと履歴データの高度な分析による相関関係の特定です。次の図は、一連のモニタリング対象インスタンスがメトリクスを Timestream for LiveAnalytics に発行する設定を示しています。別の同時ユーザーグループがアラート、ダッシュボード、またはアドホック分析のクエリを発行し、クエリと取り込みが並行して行われます。
モニタリング対象のアプリケーションは、世界中のいくつかのリージョンにデプロイされる高度にスケールアウトされたサービスとしてモデリングされています。各リージョンは、リージョン内のインフラストラクチャに関して一定の分離レベルを持つ、セルと呼ばれる複数のスケーリングユニットにさらに分割されます。各セルは、さらにサイロに分割されます。これは、ソフトウェアの分離レベルを表します。各サイロには、サービスの単一の独立したインスタンスを構成する 5 つのマイクロサービスがあります。各マイクロサービスには、インスタンスタイプと OS バージョンが異なる複数のサーバーがあり、3 つのアベイラビリティーゾーンにデプロイされます。メトリクスを発行するサーバーを識別するこれらの属性は、Timestream for LiveAnalytics でディメンションとしてモデリングされます。このアーキテクチャには、ディメンションの階層 (region、cell、silo、microservice_name など) と、階層を横断するその他のディメンション (instance_type や availability_zone など) があります。
アプリケーションは、さまざまなメトリクス (cpu_user や memory_free など) とイベント (task_completed や gc_reclaimed など) を発行します。各メトリクスまたはイベントは、発行するサーバーを一意に識別する 8 つのディメンション (リージョンやセルなど) に関連付けられます。データは、メジャー名メトリクスを含むマルチメジャーレコードにまとめて保存される 20 個のメトリクスを使用して書き込まれます。5 つのイベントはすべて、メジャー名イベントを含む別のマルチメジャーレコードにまとめて保存されます。データモデル、スキーマ、およびデータ生成は、オープンソースのデータジェネレーター
マルチメジャーレコード
テーブルスキーマ
以下は、マルチメジャーレコードを使用してデータが取り込まれた後のテーブルスキーマです。これは DESCRIBE クエリの出力です。データがデータベース raw_data とテーブル devops に取り込まれる場合、クエリは以下のようになります。
DESCRIBE "raw_data"."devops"
| 列 | タイプ | Timestream for LiveAnalytics の属性タイプ |
|---|---|---|
| availability_zone | varchar | DIMENSION |
| microservice_name | varchar | DIMENSION |
| instance_name | varchar | DIMENSION |
| process_name | varchar | DIMENSION |
| os_version | varchar | DIMENSION |
| jdk_version | varchar | DIMENSION |
| cell | varchar | DIMENSION |
| region | varchar | DIMENSION |
| silo | varchar | DIMENSION |
| instance_type | varchar | DIMENSION |
| measure_name | varchar | MEASURE_NAME |
| time | timestamp | TIMESTAMP |
| memory_free | double | MULTI |
| cpu_steal | double | MULTI |
| cpu_iowait | double | MULTI |
| cpu_user | double | MULTI |
| memory_cached | double | MULTI |
| disk_io_reads | double | MULTI |
| cpu_hi | double | MULTI |
| latency_per_read | double | MULTI |
| network_bytes_out | double | MULTI |
| cpu_idle | double | MULTI |
| disk_free | double | MULTI |
| memory_used | double | MULTI |
| cpu_system | double | MULTI |
| file_descriptors_in_use | double | MULTI |
| disk_used | double | MULTI |
| cpu_nice | double | MULTI |
| disk_io_writes | double | MULTI |
| cpu_si | double | MULTI |
| latency_per_write | double | MULTI |
| network_bytes_in | double | MULTI |
| task_end_state | varchar | MULTI |
| gc_pause | double | MULTI |
| task_completed | bigint | MULTI |
| gc_reclaimed | double | MULTI |
メジャースキーマ
以下は、SHOW MEASURES クエリによって返されるメジャースキーマです。
SHOW MEASURES FROM "raw_data"."devops"
| measure_name | data_type | ディメンション |
|---|---|---|
| events | multi | [{"data_type":"varchar","dimension_name":"availability_zone"},{"data_type":"varchar","dimension_name":"microservice_name"},{"data_type":"varchar","dimension_name":"instance_name"},{"data_type":"varchar","dimension_name":"process_name"},{"data_type":"varchar","dimension_name":"jdk_version"},{"data_type":"varchar","dimension_name":"cell"},{"data_type":"varchar","dimension_name":"region"},{"data_type":"varchar","dimension_name":"silo"}] |
| metrics | multi | [{"data_type":"varchar","dimension_name":"availability_zone"},{"data_type":"varchar","dimension_name":"microservice_name"},{"data_type":"varchar","dimension_name":"instance_name"},{"data_type":"varchar","dimension_name":"os_version"},{"data_type":"varchar","dimension_name":"cell"},{"data_type":"varchar","dimension_name":"region"},{"data_type":"varchar","dimension_name":"silo"},{"data_type":"varchar","dimension_name":"instance_type"}] |
サンプルデータ
| リージョン | セル | サイロ | availability_zone | microservice_name | instance_name | instance_type | os_version | process_name | jdk_version | measure_name | Time | cpu_user | cpu_system | cpu_idle | cpu_steal | cpu_iowait | cpu_nice | cpu_hi | cpu_si | memory_used | memory_cached | disk_io_reads | latency_per_read | disk_io_writes | latency_per_write | disk_used | disk_free | network_bytes_in | network_bytes_out | file_descriptors_in_use | memory_free | task_end_state | gc_pause | task_completed | gc_reclaimed |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| us-east-2 | us-east-2-cell-1 | us-east-2-cell-1-silo-2 | us-east-2-1 | athena | i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com | m5.8xlarge | AL2012 | metrics | 11/12/2021 12:43 | 62.8 | 0.408 | 34.2 | 0.972 | 0.0877 | 0.103 | 0.567 | 0.844 | 57.6 | 88.9 | 52.6 | 91.9 | 31.7 | 2.25 | 63.5 | 29.2 | 85.3 | 49.8 | 32.3 | 57.6 | ||||||
| us-east-2 | us-east-2-cell-1 | us-east-2-cell-1-silo-2 | us-east-2-1 | athena | i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com | m5.8xlarge | AL2012 | metrics | 11/12/2021 12:41 | 56 | 0.923 | 39.9 | 0.799 | 0.532 | 0.655 | 0.851 | 0.317 | 90.5 | 31.9 | 56.6 | 37.1 | 25 | 93.3 | 52.2 | 33.1 | 7.14 | 53.7 | 65.9 | 20.4 | ||||||
| us-east-2 | us-east-2-cell-1 | us-east-2-cell-1-silo-2 | us-east-2-1 | athena | i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com | m5.8xlarge | AL2012 | metrics | 11/12/2021 12:39 | 48.5 | 0.801 | 48.2 | 0.18 | 0.943 | 0.0316 | 0.844 | 0.54 | 97.4 | 41.4 | 55.1 | 32.7 | 86.2 | 33.7 | 72.7 | 61.5 | 80.8 | 5.15 | 44.3 | 8.5 | ||||||
| us-east-2 | us-east-2-cell-1 | us-east-2-cell-1-silo-2 | us-east-2-1 | athena | i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com | m5.8xlarge | AL2012 | metrics | 11/12/2021 12:38 | 37.5 | 0.723 | 58.8 | 0.317 | 0.608 | 0.859 | 0.791 | 0.393 | 4.84 | 78.9 | 20.3 | 41.4 | 46.8 | 3.87 | 84.6 | 60.6 | 21.1 | 11.8 | 2.76 | 10 | ||||||
| us-east-2 | us-east-2-cell-1 | us-east-2-cell-1-silo-2 | us-east-2-1 | athena | i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com | m5.8xlarge | AL2012 | metrics | 11/12/2021 12:36 | 58 | 0.786 | 38.7 | 0.219 | 0.436 | 0.829 | 0.331 | 0.734 | 51 | 36.8 | 81.8 | 50.5 | 77.9 | 17.8 | 82.3 | 64 | 7.69 | 66.5 | 56.2 | 31.3 | ||||||
| us-east-2 | us-east-2-cell-1 | us-east-2-cell-1-silo-2 | us-east-2-1 | athena | i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com | host_manager | JDK_8 | events | 11/12/2021 12:43 | 75.8 | SUCCESS_WITH_NO_RESULT | 85.5 | 348 | 64.8 | |||||||||||||||||||||
| us-east-2 | us-east-2-cell-1 | us-east-2-cell-1-silo-2 | us-east-2-1 | athena | i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com | host_manager | JDK_8 | events | 11/12/2021 12:41 | 7.47 | SUCCESS_WITH_RESULT | 22.8 | 42 | 7.45 | |||||||||||||||||||||
| us-east-2 | us-east-2-cell-1 | us-east-2-cell-1-silo-2 | us-east-2-1 | athena | i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com | host_manager | JDK_8 | events | 11/12/2021 12:39 | 64.1 | SUCCESS_WITH_RESULT | 6.77 | 249 | 72.3 | |||||||||||||||||||||
| us-east-2 | us-east-2-cell-1 | us-east-2-cell-1-silo-2 | us-east-2-1 | athena | i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com | host_manager | JDK_8 | events | 11/12/2021 12:38 | 23 | SUCCESS_WITH_RESULT | 53.3 | 138 | 99 | |||||||||||||||||||||
| us-east-2 | us-east-2-cell-1 | us-east-2-cell-1-silo-2 | us-east-2-1 | athena | i-zaZswmJk-athena-us-east-2-cell-1-silo-2-00000216.amazonaws.com | host_manager | JDK_8 | events | 11/12/2021 12:36 | 39.4 | SUCCESS_WITH_NO_RESULT | 79.6 | 254 | 82.9 |
単一メジャーレコード
Timestream for LiveAnalytics では、時系列レコードごとに単一のメジャーでデータを取り込むこともできます。以下は、単一メジャーレコードを使用した取り込みのスキーマの詳細です。
テーブルスキーマ
以下は、マルチメジャーレコードを使用してデータが取り込まれた後のテーブルスキーマです。これは DESCRIBE クエリの出力です。データがデータベース raw_data とテーブル devops に取り込まれる場合、クエリは以下のようになります。
DESCRIBE "raw_data"."devops_single"
| 列 | 型 | Timestream for LiveAnalytics の属性タイプ |
|---|---|---|
| availability_zone | varchar | DIMENSION |
| microservice_name | varchar | DIMENSION |
| instance_name | varchar | DIMENSION |
| process_name | varchar | DIMENSION |
| os_version | varchar | DIMENSION |
| jdk_version | varchar | DIMENSION |
| cell | varchar | DIMENSION |
| region | varchar | DIMENSION |
| silo | varchar | DIMENSION |
| instance_type | varchar | DIMENSION |
| measure_name | varchar | MEASURE_NAME |
| time | timestamp | TIMESTAMP |
| measure_value::double | double | MEASURE_VALUE |
| measure_value::bigint | bigint | MEASURE_VALUE |
| measure_value::varchar | varchar | MEASURE_VALUE |
メジャースキーマ
以下は、SHOW MEASURES クエリによって返されるメジャースキーマです。
SHOW MEASURES FROM "raw_data"."devops_single"
| measure_name | data_type | ディメンション |
|---|---|---|
| cpu_hi | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| cpu_idle | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| cpu_iowait | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| cpu_nice | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| cpu_si | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| cpu_steal | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| cpu_system | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| cpu_user | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| disk_free | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| disk_io_reads | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| disk_io_writes | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| disk_used | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| file_descriptors_in_use | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| gc_pause | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'process_name', 'data_type': 'varchar'}, {'dimension_name': 'jdk_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}] |
| gc_reclaimed | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'process_name', 'data_type': 'varchar'}, {'dimension_name': 'jdk_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}] |
| latency_per_read | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| latency_per_write | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| memory_cached | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| memory_free | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'process_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'jdk_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| memory_used | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| network_bytes_in | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| network_bytes_out | double | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'os_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}, {'dimension_name': 'instance_type', 'data_type': 'varchar'}] |
| task_completed | bigint | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'process_name', 'data_type': 'varchar'}, {'dimension_name': 'jdk_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}] |
| task_end_state | varchar | [{'dimension_name': 'availability_zone', 'data_type': 'varchar'}, {'dimension_name': 'microservice_name', 'data_type': 'varchar'}, {'dimension_name': 'instance_name', 'data_type': 'varchar'}, {'dimension_name': 'process_name', 'data_type': 'varchar'}, {'dimension_name': 'jdk_version', 'data_type': 'varchar'}, {'dimension_name': 'cell', 'data_type': 'varchar'}, {'dimension_name': 'region', 'data_type': 'varchar'}, {'dimension_name': 'silo', 'data_type': 'varchar'}] |
サンプルデータ
| availability_zone | microservice_name | instance_name | process_name | os_version | jdk_version | セル | region | サイロ | instance_type | measure_name | 時間 | measure_value::double | measure_value::bigint | measure_value::varchar |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | cpu_hi | 34:57.2 | 0.87169 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | cpu_idle | 34:57.2 | 3.46266 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | cpu_iowait | 34:57.2 | 0.10226 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | cpu_nice | 34:57.2 | 0.63013 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | cpu_si | 34:57.2 | 0.16441 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | cpu_steal | 34:57.2 | 0.10729 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | cpu_system | 34:57.2 | 0.45709 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | cpu_user | 34:57.2 | 94.20448 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | disk_free | 34:57.2 | 72.51895 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | disk_io_reads | 34:57.2 | 81.73383 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | disk_io_writes | 34:57.2 | 77.11665 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | disk_used | 34:57.2 | 89.42235 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | file_descriptors_in_use | 34:57.2 | 30.08254 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | server | JDK_8 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | gc_pause | 34:57.2 | 60.28679 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | server | JDK_8 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | gc_reclaimed | 34:57.2 | 75.28839 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | latency_per_read | 34:57.2 | 8.07605 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | latency_per_write | 34:57.2 | 58.11223 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | memory_cached | 34:57.2 | 87.56481 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | server | JDK_8 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | memory_free | 34:57.2 | 18.95768 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | memory_free | 34:57.2 | 97.20523 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | memory_used | 34:57.2 | 12.37723 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | network_bytes_in | 34:57.2 | 31.02065 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | AL2012 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | r5.4xlarge | network_bytes_out | 34:57.2 | 0.51424 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | server | JDK_8 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | task_completed | 34:57.2 | 69 | ||||
| eu-west-1-1 | hercules | i-zaZswmJk-hercules-eu-west-1-cell-9-silo-2-00000027.amazonaws.com | server | JDK_8 | eu-west-1-cell-9 | eu-west-1 | eu-west-1-cell-9-silo-2 | task_end_state | 34:57.2 | SUCCESS_WITH_RESULT |
