﻿---
title: Cassandra Integration
description: This integration periodically fetches metrics from Cassandra using Jolokia agent. It can parse System logs. This integration has been tested against Cassandra...
url: https://www.elastic.co/docs/reference/integrations/cassandra
---

# Cassandra Integration


|                                                                                                                                     |                                         |
|-------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------|
| **Version**Version                                                                                                                  | 1.20.0 ([View all](#changelog)View all) |
| **Subscription level**Subscription level[What's this?](https://www.elastic.co/subscriptions)What's this?                            | Basic                                   |
| **Level of support**Level of support[What's this?](https://www.elastic.co/docs/reference/integrations/level-of-support)What's this? | Elastic                                 |
| **Ingestion method(s)**Ingestion method(s)                                                                                          | File, Jolokia                           |

This integration periodically fetches metrics from [Cassandra](https://cassandra.apache.org/) using Jolokia agent. It can parse System logs.

## Compatibility

This integration has been tested against `Cassandra version 3.11.11`.

## Setup Jolokia


### What do I need to use this integration?

- Java Development Kit (JDK) 1.8 or later
- Apache Cassandra 3.x or 4.x (depending on user's version)
- Jolokia agent JAR file

Follow these steps to set up Jolokia for monitoring Apache Cassandra:
1. Download the Jolokia JVM Agent:   Visit the [Jolokia official download page](https://repo1.maven.org/maven2/org/jolokia/jolokia-jvm/) to obtain the latest version of the Jolokia JVM agent JAR file. Download the `jolokia-jvm-<jolokia_version>-agent.jar` file.
2. Copy the Jolokia Agent to Cassandra's Library Directory:   Copy the downloaded `jolokia-jvm-<jolokia_version>-agent.jar` file to the Cassandra library directory on the server where Cassandra is installed.   For example:   
   ```bash
   cp jolokia-jvm-<jolokia_version>-agent.jar /path/to/cassandra/lib/
   ```   Replace `/path/to/cassandra/lib/` with the actual path to Cassandra's library directory.
3. Configure Cassandra to use the Jolokia Agent:   Open the `cassandra-env.sh` file, located in the Cassandra configuration directory, using a text editor, and add the following line at the bottom of the file:   
   ```
   JVM_OPTS="$JVM_OPTS -javaagent:/path/to/jolokia-jvm-<jolokia_version>-agent.jar=port=<jolokia_port>,host=0.0.0.0"
   ```   Replace `/path/to/jolokia-jvm-<version>-agent.jar` with the actual path to the Jolokia agent JAR file copied in Step 2. Save the changes and close the `cassandra-env.sh` file.
4. Restart Cassandra:   Restart the Apache Cassandra service to apply the changes made to the configuration.   > Note:   
   - Restarting the Apache Cassandra service will temporarily disrupt database connectivity. Ensure that dependent services are designed to handle such interruptions gracefully.
   - Immediately after a restart, Cassandra's performance may be impacted due to cold caches and commit log replay. Allow some time for the system to stabilize.
   - Before restarting Cassandra, ensure that no cluster maintenance tasks are in progress to prevent any unintended consequences.
   - The exact steps will vary based on the installation type, the setup process might differ based on the specific deployment method or environment.
   - Procedures for restarting Cassandra may vary based on user's specific setup and configuration.


## Verify the setup

After restarting Cassandra, user can verify that Jolokia is properly set up by accessing the Jolokia endpoint:
```
http://<cassandra-host>:<jolokia_port>/jolokia
```

Replace with the hostname or IP address of user's Cassandra server.
If the setup is successful, user should see a JSON response containing information about the available Jolokia operations and the Cassandra instance.
User can now use Jolokia to monitor and manage Apache Cassandra cluster.

## Troubleshooting

- If `log.flags` appears conflicted under the `logs-*` data view, this issue can be resolved by [reindexing](https://www.elastic.co/guide/en/elasticsearch/reference/current/use-a-data-stream.html#reindex-with-a-data-stream) the `Logs` data stream.


## Logs

Cassandra system logs from cassandra.log files.
<dropdown title="Example">

  ```json
  {
      "@timestamp": "2024-06-18T06:33:32.952Z",
      "agent": {
          "ephemeral_id": "b1e9fa09-5c73-45d9-b26f-184761635dd9",
          "id": "97400795-188c-4140-a1ee-0002078c785d",
          "name": "docker-fleet-agent",
          "type": "filebeat",
          "version": "8.13.0"
      },
      "data_stream": {
          "dataset": "cassandra.log",
          "namespace": "ep",
          "type": "logs"
      },
      "ecs": {
          "version": "8.11.0"
      },
      "elastic_agent": {
          "id": "97400795-188c-4140-a1ee-0002078c785d",
          "snapshot": false,
          "version": "8.13.0"
      },
      "event": {
          "agent_id_status": "verified",
          "category": [
              "database"
          ],
          "dataset": "cassandra.log",
          "ingested": "2024-06-18T06:34:02Z",
          "kind": "event",
          "module": "cassandra",
          "type": [
              "info"
          ]
      },
      "input": {
          "type": "log"
      },
      "log": {
          "file": {
              "path": "/tmp/service_logs/cassandra/system.log"
          },
          "level": "INFO",
          "offset": 0,
          "origin": {
              "file": {
                  "line": 92,
                  "name": "YamlConfigurationLoader.java"
              }
          }
      },
      "message": "Configuration location: file:/etc/cassandra/cassandra.yaml",
      "process": {
          "thread": {
              "name": "main"
          }
      },
      "tags": [
          "forwarded",
          "cassandra-systemlogs"
      ]
  }
  ```
</dropdown>

**ECS Field Reference**
Please refer to the following [document](https://www.elastic.co/guide/en/ecs/current/ecs-field-reference.html) for detailed information on ECS fields.
<dropdown title="Exported fields">


  | Field                 | Description                           | Type             |
  |-----------------------|---------------------------------------|------------------|
  | @timestamp            | Event timestamp.                      | date             |
  | cassandra.log.meta    | Log meta infos like java stack_trace. | keyword          |
  | data_stream.dataset   | Data stream dataset.                  | constant_keyword |
  | data_stream.namespace | Data stream namespace.                | constant_keyword |
  | data_stream.type      | Data stream type.                     | constant_keyword |
  | input.type            | Type of Filebeat input.               | keyword          |
  | log.flags             | Flags for the log file.               | keyword          |
  | log.offset            | Offset of the entry in the log file.  | long             |
</dropdown>


## Metrics

Cassandra metrics using jolokia agent installed on cassandra.
<dropdown title="Example">

  ```json
  {
      "@timestamp": "2024-06-18T06:35:01.265Z",
      "agent": {
          "ephemeral_id": "51e65675-8699-4d2e-8c14-ecde813096e9",
          "id": "97400795-188c-4140-a1ee-0002078c785d",
          "name": "docker-fleet-agent",
          "type": "metricbeat",
          "version": "8.13.0"
      },
      "cassandra": {
          "metrics": {
              "cache": {
                  "key_cache": {
                      "capacity": 104857600,
                      "one_minute_hit_rate": 0,
                      "requests": {
                          "one_minute_rate": 12
                      }
                  },
                  "row_cache": {
                      "capacity": 0,
                      "requests": {
                          "one_minute_rate": 0
                      }
                  }
              },
              "client": {
                  "connected_native_clients": 0
              },
              "client_request": {
                  "casread": {
                      "one_minute_rate": 0
                  },
                  "caswrite": {
                      "one_minute_rate": 0
                  },
                  "range_slice": {
                      "one_minute_rate": 0,
                      "total_latency": 0
                  },
                  "read": {
                      "count": 0,
                      "one_minute_rate": 0,
                      "timeouts": 0,
                      "timeoutsms": 0,
                      "total_latency": 0,
                      "unavailables": 0,
                      "unavailablesms": 0
                  },
                  "write": {
                      "count": 0,
                      "one_minute_rate": 0,
                      "timeouts": 0,
                      "timeoutsms": 0,
                      "total_latency": 0,
                      "unavailables": 0,
                      "unavailablesms": 0
                  }
              },
              "column_family": {
                  "total_disk_space_used": 72566
              },
              "compaction": {
                  "completed": 44,
                  "pending": 0
              },
              "dropped_message": {
                  "batch_remove": 0,
                  "batch_store": 0,
                  "counter_mutation": 0,
                  "hint": 0,
                  "mutation": 0,
                  "paged_range": 0,
                  "range_slice": 0,
                  "read": 0,
                  "read_repair": 0,
                  "request_response": 0,
                  "trace": 0
              },
              "gc": {
                  "concurrent_mark_sweep": {
                      "collection_count": 1,
                      "collection_time": 26
                  },
                  "par_new": {
                      "collection_count": 1,
                      "collection_time": 29
                  }
              },
              "memory": {
                  "heap_usage": {
                      "committed": 4054777856,
                      "init": 4158652416,
                      "max": 4054777856,
                      "used": 481894272
                  },
                  "other_usage": {
                      "committed": 62337024,
                      "init": 2555904,
                      "max": -1,
                      "used": 60729840
                  }
              },
              "storage": {
                  "exceptions": 0,
                  "load": 72566,
                  "total_hint_in_progress": 0,
                  "total_hints": 0
              },
              "system": {
                  "cluster": "Test Cluster",
                  "data_center": "datacenter1",
                  "live_nodes": "192.168.247.2",
                  "rack": "rack1",
                  "version": "3.11.11"
              },
              "table": {
                  "all_memtables_heap_size": 4584,
                  "all_memtables_off_heap_size": 0,
                  "live_disk_space_used": 72566,
                  "live_ss_table_count": 11
              },
              "task": {
                  "complete": 55,
                  "pending": 0,
                  "total_commitlog_size": 67108864
              },
              "thread_pools": {
                  "counter_mutation_stage": {
                      "request": {
                          "active": 0,
                          "pending": 0
                      }
                  },
                  "mutation_stage": {
                      "request": {
                          "active": 0,
                          "pending": 0
                      }
                  },
                  "read_repair_stage": {
                      "request": {
                          "active": 0,
                          "pending": 0
                      }
                  },
                  "read_stage": {
                      "request": {
                          "active": 0,
                          "pending": 0
                      }
                  },
                  "request_response_stage": {
                      "request": {
                          "active": 0,
                          "pending": 0
                      }
                  }
              }
          }
      },
      "data_stream": {
          "dataset": "cassandra.metrics",
          "namespace": "ep",
          "type": "metrics"
      },
      "ecs": {
          "version": "8.11.0"
      },
      "elastic_agent": {
          "id": "97400795-188c-4140-a1ee-0002078c785d",
          "snapshot": false,
          "version": "8.13.0"
      },
      "event": {
          "agent_id_status": "verified",
          "category": [
              "database"
          ],
          "created": "2024-06-18T06:35:01.265Z",
          "dataset": "cassandra.metrics",
          "duration": 110507236,
          "ingested": "2024-06-18T06:35:13Z",
          "kind": "event",
          "module": "cassandra",
          "type": [
              "info"
          ]
      },
      "host": {
          "architecture": "x86_64",
          "containerized": true,
          "hostname": "docker-fleet-agent",
          "id": "8259e024976a406e8a54cdbffeb84fec",
          "ip": [
              "192.168.245.7"
          ],
          "mac": [
              "02-42-C0-A8-F5-07"
          ],
          "name": "docker-fleet-agent",
          "os": {
              "codename": "focal",
              "family": "debian",
              "kernel": "3.10.0-1160.102.1.el7.x86_64",
              "name": "Ubuntu",
              "platform": "ubuntu",
              "type": "linux",
              "version": "20.04.6 LTS (Focal Fossa)"
          }
      },
      "metricset": {
          "name": "jmx",
          "period": 10000
      },
      "service": {
          "address": "http://elastic-package-service-cassandra-1:8778/jolokia/%3FignoreErrors=true&canonicalNaming=false",
          "type": "jolokia"
      }
  }
  ```
</dropdown>

**ECS Field Reference**
Please refer to the following [document](https://www.elastic.co/guide/en/ecs/current/ecs-field-reference.html) for detailed information on ECS fields.
<dropdown title="Exported fields">


  | Field                                                                 | Description                                                                                                                                                                                               | Type             | Metric Type |
  |-----------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------|-------------|
  | @timestamp                                                            | Event timestamp.                                                                                                                                                                                          | date             |             |
  | agent.id                                                              | Unique identifier of this agent (if one exists). Example: For Beats this would be beat.id.                                                                                                                | keyword          |             |
  | cassandra.metrics.cache.key_cache.capacity                            |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.cache.key_cache.one_minute_hit_rate                 |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.cache.key_cache.requests.one_minute_rate            |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.cache.row_cache.capacity                            |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.cache.row_cache.one_minute_hit_rate                 |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.cache.row_cache.requests.one_minute_rate            |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.client.connected_native_clients                     |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.client_request.casread.one_minute_rate              |                                                                                                                                                                                                           | double           | gauge       |
  | cassandra.metrics.client_request.caswrite.one_minute_rate             |                                                                                                                                                                                                           | double           | gauge       |
  | cassandra.metrics.client_request.range_slice.one_minute_rate          |                                                                                                                                                                                                           | double           | gauge       |
  | cassandra.metrics.client_request.range_slice.total_latency            |                                                                                                                                                                                                           | double           | counter     |
  | cassandra.metrics.client_request.read.count                           |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.client_request.read.one_minute_rate                 |                                                                                                                                                                                                           | double           | gauge       |
  | cassandra.metrics.client_request.read.timeouts                        | Number of read timeouts encountered.                                                                                                                                                                      | double           | counter     |
  | cassandra.metrics.client_request.read.timeoutsms                      |                                                                                                                                                                                                           | double           | gauge       |
  | cassandra.metrics.client_request.read.total_latency                   |                                                                                                                                                                                                           | double           | counter     |
  | cassandra.metrics.client_request.read.unavailables                    | Number of read unavailables encountered.                                                                                                                                                                  | double           | counter     |
  | cassandra.metrics.client_request.read.unavailablesms                  |                                                                                                                                                                                                           | double           | gauge       |
  | cassandra.metrics.client_request.write.count                          |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.client_request.write.one_minute_rate                |                                                                                                                                                                                                           | double           | gauge       |
  | cassandra.metrics.client_request.write.timeouts                       |                                                                                                                                                                                                           | double           | counter     |
  | cassandra.metrics.client_request.write.timeoutsms                     |                                                                                                                                                                                                           | double           | gauge       |
  | cassandra.metrics.client_request.write.total_latency                  |                                                                                                                                                                                                           | double           | counter     |
  | cassandra.metrics.client_request.write.unavailables                   |                                                                                                                                                                                                           | double           | counter     |
  | cassandra.metrics.client_request.write.unavailablesms                 |                                                                                                                                                                                                           | double           | gauge       |
  | cassandra.metrics.column_family.total_disk_space_used                 |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.compaction.completed                                | compaction completed tasks.                                                                                                                                                                               | long             | gauge       |
  | cassandra.metrics.compaction.pending                                  | compaction pending tasks.                                                                                                                                                                                 | long             | gauge       |
  | cassandra.metrics.dropped_message.batch_remove                        |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.dropped_message.batch_store                         |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.dropped_message.counter_mutation                    |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.dropped_message.hint                                |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.dropped_message.mutation                            |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.dropped_message.paged_range                         |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.dropped_message.range_slice                         |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.dropped_message.read                                |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.dropped_message.read_repair                         |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.dropped_message.request_response                    |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.dropped_message.trace                               |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.gc.concurrent_mark_sweep.collection_count           | Total number of CMS collections that have occurred.                                                                                                                                                       | long             | gauge       |
  | cassandra.metrics.gc.concurrent_mark_sweep.collection_time            | Approximate accumulated CMS collection elapsed time in milliseconds.                                                                                                                                      | long             | gauge       |
  | cassandra.metrics.gc.par_new.collection_count                         | Total number of ParNew collections that have occurred.                                                                                                                                                    | long             | gauge       |
  | cassandra.metrics.gc.par_new.collection_time                          | Approximate accumulated ParNew collection elapsed time in milliseconds.                                                                                                                                   | long             | gauge       |
  | cassandra.metrics.memory.heap_usage.committed                         | Committed heap memory usage.                                                                                                                                                                              | long             | gauge       |
  | cassandra.metrics.memory.heap_usage.init                              | Initial heap memory usage.                                                                                                                                                                                | long             | gauge       |
  | cassandra.metrics.memory.heap_usage.max                               | Max heap memory usage.                                                                                                                                                                                    | long             | gauge       |
  | cassandra.metrics.memory.heap_usage.used                              | Used heap memory usage.                                                                                                                                                                                   | long             | gauge       |
  | cassandra.metrics.memory.other_usage.committed                        | Committed non-heap memory usage.                                                                                                                                                                          | long             | gauge       |
  | cassandra.metrics.memory.other_usage.init                             | Initial non-heap memory usage.                                                                                                                                                                            | long             | gauge       |
  | cassandra.metrics.memory.other_usage.max                              | Max non-heap memory usage.                                                                                                                                                                                | long             | gauge       |
  | cassandra.metrics.memory.other_usage.used                             | Used non-heap memory usage.                                                                                                                                                                               | long             | gauge       |
  | cassandra.metrics.storage.exceptions                                  | The number of the total exceptions.                                                                                                                                                                       | long             | counter     |
  | cassandra.metrics.storage.load                                        | Storage used for Cassandra data in bytes.                                                                                                                                                                 | long             | counter     |
  | cassandra.metrics.storage.total_hint_in_progress                      | The number of the total hits in progress.                                                                                                                                                                 | long             | counter     |
  | cassandra.metrics.storage.total_hints                                 | The number of the total hits.                                                                                                                                                                             | long             | counter     |
  | cassandra.metrics.system.cluster                                      |                                                                                                                                                                                                           | keyword          |             |
  | cassandra.metrics.system.data_center                                  |                                                                                                                                                                                                           | keyword          |             |
  | cassandra.metrics.system.joining_nodes                                |                                                                                                                                                                                                           | keyword          |             |
  | cassandra.metrics.system.leaving_nodes                                |                                                                                                                                                                                                           | keyword          |             |
  | cassandra.metrics.system.live_nodes                                   |                                                                                                                                                                                                           | keyword          |             |
  | cassandra.metrics.system.moving_nodes                                 |                                                                                                                                                                                                           | keyword          |             |
  | cassandra.metrics.system.rack                                         |                                                                                                                                                                                                           | keyword          |             |
  | cassandra.metrics.system.unreachable_nodes                            |                                                                                                                                                                                                           | keyword          |             |
  | cassandra.metrics.system.version                                      |                                                                                                                                                                                                           | keyword          |             |
  | cassandra.metrics.table.all_memtables_heap_size                       |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.table.all_memtables_off_heap_size                   |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.table.live_disk_space_used                          |                                                                                                                                                                                                           | long             | counter     |
  | cassandra.metrics.table.live_ss_table_count                           |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.task.complete                                       | completed tasks.                                                                                                                                                                                          | long             | gauge       |
  | cassandra.metrics.task.pending                                        | pending tasks.                                                                                                                                                                                            | long             | gauge       |
  | cassandra.metrics.task.total_commitlog_size                           | total commitlog size of tasks.                                                                                                                                                                            | long             | gauge       |
  | cassandra.metrics.thread_pools.counter_mutation_stage.request.active  |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.thread_pools.counter_mutation_stage.request.pending |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.thread_pools.mutation_stage.request.active          |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.thread_pools.mutation_stage.request.pending         |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.thread_pools.read_repair_stage.request.active       |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.thread_pools.read_repair_stage.request.pending      |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.thread_pools.read_stage.request.active              |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.thread_pools.read_stage.request.pending             |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.thread_pools.request_response_stage.request.active  |                                                                                                                                                                                                           | long             | gauge       |
  | cassandra.metrics.thread_pools.request_response_stage.request.pending |                                                                                                                                                                                                           | long             | gauge       |
  | cloud.account.id                                                      | The cloud account or organization id used to identify different entities in a multi-tenant environment. Examples: AWS account id, Google Cloud ORG Id, or other unique identifier.                        | keyword          |             |
  | cloud.availability_zone                                               | Availability zone in which this host, resource, or service is located.                                                                                                                                    | keyword          |             |
  | cloud.instance.id                                                     | Instance ID of the host machine.                                                                                                                                                                          | keyword          |             |
  | cloud.provider                                                        | Name of the cloud provider. Example values are aws, azure, gcp, or digitalocean.                                                                                                                          | keyword          |             |
  | cloud.region                                                          | Region in which this host, resource, or service is located.                                                                                                                                               | keyword          |             |
  | container.id                                                          | Unique container id.                                                                                                                                                                                      | keyword          |             |
  | data_stream.dataset                                                   | Data stream dataset.                                                                                                                                                                                      | constant_keyword |             |
  | data_stream.namespace                                                 | Data stream namespace.                                                                                                                                                                                    | constant_keyword |             |
  | data_stream.type                                                      | Data stream type.                                                                                                                                                                                         | constant_keyword |             |
  | host.name                                                             | Name of the host. It can contain what hostname returns on Unix systems, the fully qualified domain name (FQDN), or a name specified by the user. The recommended value is the lowercase FQDN of the host. | keyword          |             |
  | service.address                                                       | Address where data about this service was collected from. This should be a URI, network address (ipv4:port or [ipv6]:port) or a resource path (sockets).                                                  | keyword          |             |
</dropdown>


## Screenshots

This integration includes one or more Kibana dashboards that visualizes the data collected by the integration. The screenshots below illustrate how the ingested data is displayed.
<carousel>

  ![Overview Dashboard](https://epr.elastic.co/package/cassandra/1.20.0/img/[Metrics Cassandra] Overview.png)

  ![System Logs Dashboard](https://epr.elastic.co/package/cassandra/1.20.0/img/[Logs Cassandra] System Logs.png)
</carousel>


## Changelog

<dropdown title="Changelog">


  | Version          | Details                                                                                                                                                                                                                                                                                                                                                                                  | Kibana version(s)               |
  |------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------|
  | **1.20.0**1.20.0 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/15069)View pull request)Improve documentation                                                                                                                                                                                                                                               | 8.13.0 or higher9.0.0 or higher |
  | **1.19.0**1.19.0 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/14724)View pull request)Use Links panel in dashboard.                                                                                                                                                                                                                                       | 8.13.0 or higher9.0.0 or higher |
  | **1.18.0**1.18.0 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/12468)View pull request)Add support for Kibana `9.0.0`.                                                                                                                                                                                                                                     | 8.13.0 or higher9.0.0 or higher |
  | **1.17.0**1.17.0 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/12503)View pull request)Allow the usage of deprecated log input and support for stack 9.0                                                                                                                                                                                                   | 8.13.0 or higher                |
  | **1.16.0**1.16.0 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/10897)View pull request)Allow @custom pipeline access to event.original without setting preserve_original_event.                                                                                                                                                                            | 8.13.0 or higher                |
  | **1.15.0**1.15.0 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/10409)View pull request)Add processor support for metrics data stream.                                                                                                                                                                                                                      | 8.13.0 or higher                |
  | **1.14.0**1.14.0 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/10171)View pull request)ECS version updated to 8.11.0. Update the kibana constraint to ^8.13.0. Modified the field definitions to remove ECS fields made redundant by the ecs@mappings component template.                                                                                  | 8.13.0 or higher                |
  | **1.13.0**1.13.0 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/9768)View pull request)Add global filter on data_stream.dataset to improve performance.                                                                                                                                                                                                     | 8.12.0 or higher                |
  | **1.12.2**1.12.2 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/9817)View pull request)Add documentation for setting up Jolokia to monitor Apache Cassandra.                                                                                                                                                                                                | 8.12.0 or higher                |
  | **1.12.1**1.12.1 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/9529)View pull request)Update README with reindexing steps.                                                                                                                                                                                                                                 | 8.12.0 or higher                |
  | **1.12.0**1.12.0 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/9321)View pull request)Enable secrets for sensitive fields. For more details, refer https://www.elastic.co/guide/en/fleet/current/agent-policy.html#agent-policy-secret-values                                                                                                              | 8.12.0 or higher                |
  | **1.11.1**1.11.1 | **Bug fix**Bug fix ([View pull request](https://github.com/elastic/integrations/pull/9279)View pull request)Disable secrets for older stack versions due to errors.                                                                                                                                                                                                                      | 8.8.0 or higher                 |
  | **1.11.0**1.11.0 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/9009)View pull request)Enable 'secret' for the sensitive fields, supported from 8.12.                                                                                                                                                                                                       | 8.8.0 or higher                 |
  | **1.10.1**1.10.1 | **Bug fix**Bug fix ([View pull request](https://github.com/elastic/integrations/pull/9021)View pull request)Update the link to the correct reindexing procedure.                                                                                                                                                                                                                         | 8.8.0 or higher                 |
  | **1.10.0**1.10.0 | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/8170)View pull request)Update the package format_version to 3.0.0.                                                                                                                                                                                                                          | 8.8.0 or higher                 |
  | **1.9.2**1.9.2   | **Bug fix**Bug fix ([View pull request](https://github.com/elastic/integrations/pull/7787)View pull request)Fix the type for `log.flags` field.                                                                                                                                                                                                                                          | 8.8.0 or higher                 |
  | **1.9.1**1.9.1   | **Bug fix**Bug fix ([View pull request](https://github.com/elastic/integrations/pull/7845)View pull request)Add null check and ignore_missing check to the rename processor                                                                                                                                                                                                              | 8.8.0 or higher                 |
  | **1.9.0**1.9.0   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/6860)View pull request)Enable time series data streams for the metrics datasets. This dramatically reduces storage for metrics and is expected to progressively improve query performance. For more details, see https://www.elastic.co/guide/en/elasticsearch/reference/current/tsds.html. | 8.8.0 or higher                 |
  | **1.8.1**1.8.1   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/6858)View pull request)Add metric_type mapping for the fields of `metrics` datastream.                                                                                                                                                                                                      | 8.3.0 or higher                 |
  | **1.8.0**1.8.0   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/6822)View pull request)Add dimension fields for metrics datastream for TSDB enablement.                                                                                                                                                                                                     | 8.3.0 or higher                 |
  | **1.7.0**1.7.0   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/6298)View pull request)Rename ownership from obs-service-integrations to obs-infraobs-integrations                                                                                                                                                                                          | 8.3.0 or higher                 |
  | **1.6.0**1.6.0   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/5715)View pull request)Migrate `System Logs` dashboard visualizations to lens.                                                                                                                                                                                                              | 8.3.0 or higher                 |
  | **1.5.0**1.5.0   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/5714)View pull request)Migrate `Overview` dashboard visualizations to lens.                                                                                                                                                                                                                 | 8.3.0 or higher                 |
  | **1.4.1**1.4.1   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/5123)View pull request)Added categories and/or subcategories.                                                                                                                                                                                                                               | 7.15.0 or higher8.0.0 or higher |
  | **1.4.0**1.4.0   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/5057)View pull request)Update ECS version to 8.5.1                                                                                                                                                                                                                                          | 7.15.0 or higher8.0.0 or higher |
  | **1.3.0**1.3.0   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/3948)View pull request)Update cassandra package as per best practices.                                                                                                                                                                                                                      | 7.15.0 or higher8.0.0 or higher |
  | **1.2.3**1.2.3   | **Bug fix**Bug fix ([View pull request](https://github.com/elastic/integrations/pull/3287)View pull request)Fix dashboard issues.                                                                                                                                                                                                                                                        | 7.15.0 or higher8.0.0 or higher |
  | **1.2.2**1.2.2   | **Bug fix**Bug fix ([View pull request](https://github.com/elastic/integrations/pull/3092)View pull request)Fix typo in config template for ignoring host enrichment                                                                                                                                                                                                                     |                                 |
  | **1.2.1**1.2.1   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/2916)View pull request)Add documentation for multi-fields                                                                                                                                                                                                                                   |                                 |
  | **1.2.0**1.2.0   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/2483)View pull request)Update to ECS 8.0                                                                                                                                                                                                                                                    |                                 |
  | **1.1.0**1.1.0   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/2175)View pull request)Release cassandra package for v8.0.0                                                                                                                                                                                                                                 | 7.15.0 or higher8.0.0 or higher |
  | **1.0.0**1.0.0   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/1745)View pull request)GA Release                                                                                                                                                                                                                                                           |                                 |
  | **0.0.1**0.0.1   | **Enhancement**Enhancement ([View pull request](https://github.com/elastic/integrations/pull/1745)View pull request)Initial draft of the package                                                                                                                                                                                                                                         |                                 |
</dropdown>
