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Elastic Docs ›Elastic integrations ›Google Cloud

Redis

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Redis

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Version

2.41.0 (View all)

Compatible Kibana version(s)

8.13.0 or higher
9.0.0 or higher

Supported Serverless project types
What’s this?

Security
Observability

Subscription level
What’s this?

Basic

Metrics

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The redis dataset fetches metrics from GCP Memorystore for Redis in Google Cloud Platform. It contains all metrics exported from the GCP Redis Monitoring API.

Sample Event

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Example

An example event for redis looks as following:

{
    "@timestamp": "2017-10-12T08:05:34.853Z",
    "cloud": {
        "account": {
            "id": "elastic-obs-integrations-dev",
            "name": "elastic-obs-integrations-dev"
        },
        "instance": {
            "id": "4751091017865185079",
            "name": "gke-cluster-1-default-pool-6617a8aa-5clh"
        },
        "machine": {
            "type": "e2-medium"
        },
        "provider": "gcp",
        "availability_zone": "us-central1-c",
        "region": "us-central1"
    },
    "event": {
        "dataset": "gcp.redis",
        "duration": 115000,
        "module": "gcp"
    },
    "gcp": {
        "redis": {
            "clients": {
                "blocked": {
                    "count": 4
                }
            }
        },
        "labels": {
            "user": {
                "goog-gke-node": ""
            }
        }
    },
    "host": {
        "id": "4751091017865185079",
        "name": "gke-cluster-1-default-pool-6617a8aa-5clh"
    },
    "metricset": {
        "name": "metrics",
        "period": 10000
    },
    "service": {
        "type": "gcp"
    }
}

Exported fields

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ECS Field Reference

Please refer to the following document for detailed information on ECS fields.

Exported fields
Field Description Type Unit 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

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.image.id

Image ID for the cloud instance.

keyword

cloud.instance.id

Instance ID of the host machine.

keyword

cloud.instance.name

Instance name of the host machine.

keyword

cloud.machine.type

Machine type of the host machine.

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

event.dataset

Event dataset

constant_keyword

event.module

Event module

constant_keyword

gcp.labels.metadata.*

object

gcp.labels.metrics.*

object

gcp.labels.resource.*

object

gcp.labels.system.*

object

gcp.labels.user.*

object

gcp.labels_fingerprint

Hashed value of the labels field.

keyword

gcp.metrics....

Metrics that returned from Google Cloud API query.

object

gcp.redis.clients.blocked.count

Number of blocked clients.

long

gauge

gcp.redis.clients.connected.count

Number of client connections.

long

gauge

gcp.redis.commands.calls.count

Delta of the number of calls for this command in one minute.

long

gauge

gcp.redis.commands.total_time.us

Delta of the amount of time in microseconds that this command took in the last second.

long

micros

gauge

gcp.redis.commands.usec_per_call.sec

Average time per call over 1 minute by command.

double

s

gauge

gcp.redis.keyspace.avg_ttl.sec

Average TTL for keys in this database.

double

s

gauge

gcp.redis.keyspace.keys.count

Number of keys stored in this database.

long

gauge

gcp.redis.keyspace.keys_with_expiration.count

Number of keys with an expiration in this database.

long

gauge

gcp.redis.persistence.rdb.bgsave_in_progress

Flag indicating a RDB save is on-going.

boolean

gcp.redis.replication.master.slaves.lag.sec

The number of seconds that replica is lagging behind primary.

long

s

gauge

gcp.redis.replication.master.slaves.offset.bytes

The number of bytes that have been acknowledged by replicas.

long

byte

gauge

gcp.redis.replication.master_repl_offset.bytes

The number of bytes that master has produced and sent to replicas.

long

byte

gauge

gcp.redis.replication.offset_diff.bytes

The largest number of bytes that have not been replicated across all replicas. This is the biggest difference between replication byte offset (master) and replication byte offset (replica) of all replicas.

long

byte

gauge

gcp.redis.replication.role

Returns a value indicating the node role. 1 indicates primary and 0 indicates replica.

long

gauge

gcp.redis.server.uptime.sec

Uptime in seconds.

long

s

gauge

gcp.redis.stats.cache_hit_ratio

Cache Hit ratio as a fraction.

double

gauge

gcp.redis.stats.connections.total.count

Delta of the total number of connections accepted by the server.

long

gauge

gcp.redis.stats.cpu_utilization.sec

CPU-seconds consumed by the Redis server, broken down by system/user space and parent/child relationship.

double

s

gauge

gcp.redis.stats.evicted_keys.count

Delta of the number of evicted keys due to maxmemory limit.

long

gauge

gcp.redis.stats.expired_keys.count

Delta of the total number of key expiration events.

long

gauge

gcp.redis.stats.keyspace_hits.count

Delta of the number of successful lookup of keys in the main dictionary.

long

gauge

gcp.redis.stats.keyspace_misses.count

Delta of the number of failed lookup of keys in the main dictionary.

long

gauge

gcp.redis.stats.memory.maxmemory.mb

Maximum amount of memory Redis can consume.

long

m

gauge

gcp.redis.stats.memory.system_memory_overload_duration.us

The amount of time in microseconds the instance is in system memory overload mode.

long

micros

gauge

gcp.redis.stats.memory.system_memory_usage_ratio

Memory usage as a ratio of maximum system memory.

double

gauge

gcp.redis.stats.memory.usage.bytes

Total number of bytes allocated by Redis.

long

byte

gauge

gcp.redis.stats.memory.usage_ratio

Memory usage as a ratio of maximum memory.

double

gauge

gcp.redis.stats.network_traffic.bytes

Delta of the total number of bytes sent to/from redis (includes bytes from commands themselves, payload data, and delimiters).

long

byte

gauge

gcp.redis.stats.pubsub.channels.count

Global number of pub/sub channels with client subscriptions.

long

gauge

gcp.redis.stats.pubsub.patterns.count

Global number of pub/sub pattern with client subscriptions.

long

gauge

gcp.redis.stats.reject_connections.count

Number of connections rejected because of maxclients limit.

long

gauge

host.containerized

If the host is a container.

boolean

host.os.build

OS build information.

keyword

host.os.codename

OS codename, if any.

keyword

Changelog

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Changelog
Version Details Kibana version(s)

2.41.0

Enhancement (View pull request)
Add support for Kibana 9.0.0.

8.13.0 or higher
9.0.0 or higher

2.40.1

Enhancement (View pull request)
Add missing category.

8.13.0 or higher

2.40.0

Enhancement (View pull request)
Add actor.entity.id and target.entity.id fields to audit logs.

8.13.0 or higher

2.39.0

Enhancement (View pull request)
Add related.entity field to audit logs.

8.13.0 or higher

2.38.0

Enhancement (View pull request)
Add policy_violation_info, metadata and related fields to audit logs.

Bug fix (View pull request)
Update GCP audit log dashboard to use correct email field.

8.13.0 or higher

2.37.2

Bug fix (View pull request)
Fix definition of subfields of nested objects

8.13.0 or higher

2.37.1

Enhancement (View pull request)
Improve GCP Billing documentation.

8.13.0 or higher

2.37.0

Enhancement (View pull request)
Retain authenticationInfo.serviceAccountKeyName data.

8.13.0 or higher

2.36.0

Enhancement (View pull request)
Add global dataset filter for dashboards to improve performance.

8.13.0 or higher

2.35.0

Enhancement (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

2.34.1

Bug fix (View pull request)
Fix Redis metric type for persistence.rdb.bgsave_in_progress. Metric type should be boolean instead of long.

8.12.0 or higher

2.34.0

Enhancement (View pull request)
Add tags and processors to GCP Compute, Firestore, PostgreSQL.

8.12.0 or higher

2.33.2

Enhancement (View pull request)
Add tags and processors to GCP Storage

8.12.0 or higher

2.33.1

Enhancement (View pull request)
Update Legacy metric visualization to new metric in GCP Billing overview dashboard.

8.12.0 or higher

2.33.0

Enhancement (View pull request)
Enable time series data for metrics data streams. This dramatically reduces storage for metrics and is expected to progressively improve query [performance](https://www.elastic.co/blog/70-percent-storage-savings-for-metrics-with-elastic-observability). For more details, see https://www.elastic.co/guide/en/elasticsearch/reference/current/tsds.html.

8.12.0 or higher

2.32.1

Enhancement (View pull request)
Add dimensions mappings and the metrics_fingerprint field across all metrics data streams.

8.12.0 or higher

2.32.0

Enhancement (View pull request)
Add new billing data stream fields.

8.12.0 or higher

2.31.2

Bug fix (View pull request)
Fix pipeline error parsing DNS logs with empty rdata field.

8.7.1 or higher

2.31.1

Enhancement (View pull request)
Add Cloud Run docs and fix policy template name to allow adding Cloud Run logs to the policy.

8.7.1 or higher

2.31.0

Enhancement (View pull request)
Allow users to retain otherwised discarded fields.

8.7.1 or higher

2.30.1

Bug fix (View pull request)
Fix mappings of group fields

8.7.1 or higher

2.30.0

Enhancement (View pull request)
Add tags.yml file so that integration’s dashboards and saved searches are tagged with "Security Solution" and displayed in the Security Solution UI.

Enhancement (View pull request)
Upgrade package spec to 3.0.0.

Bug fix (View pull request)
Fix orphan dashboard references.

Bug fix (View pull request)
Add missing dashboard filters.

8.7.1 or higher

2.29.1

Bug fix (View pull request)
Add null checks and ignore_missing checks to the rename processor

8.7.1 or higher

2.29.0

Bug fix (View pull request)
Remove GCP CloudSQL deprecated, alpha or beta metrics and fix field types.

8.7.1 or higher

2.28.5

Enhancement (View pull request)
Set metric type for GKE, Load Balancing, PubSub, Redis and Storage data streams.

8.7.1 or higher

2.28.4

Enhancement (View pull request)
Migrate GCP Load Balancing HTTPS Overview dashboard to lens.

8.7.1 or higher

2.28.3

Enhancement (View pull request)
Set metric type for Cloud Run, Compute, Dataproc and Firestore data streams.

8.7.1 or higher

2.28.2

Enhancement (View pull request)
Migrate GCP Load Balancing TCP SSL Proxy Overview dashboard to lens.

8.7.1 or higher

2.28.1

Enhancement (View pull request)
Set metric type for CloudSQL data streams.

8.7.1 or higher

2.28.0

Enhancement (View pull request)
Migrate GCP Load Balancing L3 Overview dashboard to lens.

8.7.1 or higher

2.27.0

Enhancement (View pull request)
Add GCP CloudSQL MySQL, SQL Server and PostgreSQL dashboards.

8.7.1 or higher

2.26.0

Bug fix (View pull request)
Fix GCP loadbalancing_metrics fields prefix.

8.7.1 or higher

2.25.1

Bug fix (View pull request)
Fix check on gcp.audit.authorization_info[].granted.

8.7.1 or higher

2.25.0

Enhancement (View pull request)
Migrate GCP Billing input control to new control panel.

8.7.1 or higher

2.24.0

Enhancement (View pull request)
Add GCP CloudSQL MySQL, Postgres, SQLServer data streams

8.7.1 or higher

2.23.0

Enhancement (View pull request)
Convert security dashboards to lens.

8.7.1 or higher

2.22.1

Enhancement (View pull request)
Change ownership in manifest.

8.6.0 or higher

2.22.0

Enhancement (View pull request)
Ensure event.kind is correctly set for pipeline errors.

8.6.0 or higher

2.21.0

Enhancement (View pull request)
Update package to ECS 8.8.0.

8.6.0 or higher

2.20.1

Bug fix (View pull request)
Fix invalid TSDS metric type for persistence.rdb.bgsave_in_progress field

8.6.0 or higher

2.20.0

Enhancement (View pull request)
Update package to ECS 8.7.0.

8.6.0 or higher

2.19.1

Enhancement (View pull request)
Migrate compute dashboard to lens and add datastream filter.

8.6.0 or higher

2.19.0

Enhancement (View pull request)
Add Cloud Run metrics datastream.

8.6.0 or higher

2.18.0

Enhancement (View pull request)
Support subscription_num_goroutines and subscription_max_outstanding_messages for GCP PubSub input

8.6.0 or higher

2.17.2

Bug fix (View pull request)
Fix IP Convert processor in Audit ingest pipeline.

8.6.0 or higher

2.17.1

Enhancement (View pull request)
Added categories and/or subcategories.

8.6.0 or higher

2.17.0

Enhancement (View pull request)
Add Audit Log Overview dashboard

Enhancement (View pull request)
Add GKE Overview dashboard

Enhancement (View pull request)
Add PubSub Overview dashboard

Enhancement (View pull request)
Add Storage Overview dashboard

8.6.0 or higher

2.16.2

Bug fix (View pull request)
Add logic to handle scalar request.policy values on audit

8.5.0 or higher

2.16.1

Bug fix (View pull request)
Replace missing input control panel with new-style control.

8.5.0 or higher

2.16.0

Enhancement (View pull request)
Update package to ECS 8.6.0.

8.5.0 or higher

2.15.2

Enhancement (View pull request)
Update documentation.

8.5.0 or higher

2.15.1

Enhancement (View pull request)
Add GCP Compute pipeline test.

8.5.0 or higher

2.15.0

Enhancement (View pull request)
Remove support for Kibana 7.17.x

Enhancement (View pull request)
Support multiple regions for metrics data streams

8.5.0 or higher

2.14.0

Enhancement (View pull request)
Update package to ECS 8.5.0.

8.3.0 or higher

2.13.0

Enhancement (View pull request)
Migrate dashboard by values

8.3.0 or higher

2.12.1

Bug fix (View pull request)
Remove duplicate fields.

7.17.6 or higher
8.3.0 or higher

2.12.0

Enhancement (View pull request)
Add GCP Redis

7.17.6 or higher
8.3.0 or higher

2.11.12

Bug fix (View pull request)
Add GKE ingest pipeline.

7.17.6 or higher
8.3.0 or higher

2.11.11

Bug fix (View pull request)
Fix type of dns.answers.ttl.

7.17.6 or higher
8.3.0 or higher

2.11.10

Enhancement (View pull request)
Add ingest pipeline for dataproc.

Enhancement (View pull request)
Add GCP loadbalancing ingest pipeline

Enhancement (View pull request)
Add GCP PubSub ingest pipeline

Enhancement (View pull request)
Add GCP Storage ingest pipeline

Enhancement (View pull request)
Add GCP Firestore ingest pipeline

Enhancement (View pull request)
Add GCP Compute ingest pipeline

7.17.6 or higher
8.3.0 or higher

2.11.10-beta.6

Enhancement (View pull request)
Add ingest pipeline for dataproc.

—

2.11.10-beta.5

Enhancement (View pull request)
Add GCP loadbalancing ingest pipeline

—

2.11.10-beta.4

Enhancement (View pull request)
Add GCP PubSub ingest pipeline

—

2.11.10-beta.3

Enhancement (View pull request)
Add GCP Storage ingest pipeline

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2.11.10-beta.2

Enhancement (View pull request)
Add GCP Firestore ingest pipeline

—

2.11.10-beta.1

Enhancement (View pull request)
Add GCP Compute ingest pipeline

—

2.11.9

Bug fix (View pull request)
Fix GKE kubernetes.io indentation.

7.17.6 or higher
8.3.0 or higher

2.11.8

Enhancement (View pull request)
Remove duplicate fields.

7.17.6 or higher
8.3.0 or higher

2.11.7

Enhancement (View pull request)
Move Dataproc lightweight module config into integration

7.17.6 or higher
8.3.0 or higher

2.11.6

Enhancement (View pull request)
Move LoadBalancing lightweight module config into integration

7.17.6 or higher
8.3.0 or higher

2.11.5

Enhancement (View pull request)
Move Storage lightweight module config into integration

7.17.6 or higher
8.3.0 or higher

2.11.4

Enhancement (View pull request)
Move PubSub lightweight module config into integration

7.17.6 or higher
8.3.0 or higher

2.11.3

Enhancement (View pull request)
Move GKE lightweight module config into integration

7.17.6 or higher
8.3.0 or higher

2.11.2

Enhancement (View pull request)
Move Firestore lightweight module config into integration

7.17.6 or higher
8.3.0 or higher

2.11.1

Enhancement (View pull request)
Use ECS geo.location definition.

7.17.6 or higher
8.3.0 or higher

2.11.0

Enhancement (View pull request)
Move Compute lightweight module config into integration

7.17.6 or higher
8.3.0 or higher

2.10.0

Enhancement (View pull request)
Add GCP PubSub Data stream

7.17.6 or higher
8.3.0 or higher

2.9.0

Enhancement (View pull request)
Add GCP Dataproc Data stream

7.17.6 or higher
8.3.0 or higher

2.8.0

Enhancement (View pull request)
Add GCP GKE Data Stream

7.17.6 or higher
8.3.0 or higher

2.7.0

Enhancement (View pull request)
Add GCP Storage Data Stream

7.17.6 or higher
8.3.0 or higher

2.6.0

Enhancement (View pull request)
Add Load Balancing logs datastream

7.17.6 or higher
8.3.0 or higher

2.5.0

Enhancement (View pull request)
Add GCP Load Balancing Metricset

Bug fix (View pull request)
Fix credentials_json escaping in loadbalancing_metrics

Bug fix (View pull request)
Update loadbalancing_metrics default period to 60s

Bug fix (View pull request)
Fix event.dataset for loadbalancing_metrics

Enhancement (View pull request)
Add loadbalancing_metrics distribution fields

7.17.6 or higher
8.3.0 or higher

2.4.0

Enhancement (View pull request)
Update package to ECS 8.4.0

7.17.6 or higher
8.3.0 or higher

2.3.0

Enhancement (View pull request)
Add additional parsing for DNS Public Zone Query Logs

7.17.6 or higher
8.3.0 or higher

2.2.1

Enhancement (View pull request)
Fix Billing policy template title and default period for gcp.compute

7.17.6 or higher
8.3.0 or higher

2.2.0

Enhancement (View pull request)
Remove fields duplicated in ECS fields

7.17.6 or higher
8.3.0 or higher

2.1.0

Enhancement (foobar[View pull request])
restore compatibility with 7.17 release track

7.17.6 or higher
8.3.0 or higher

2.0.0

Breaking change (View pull request)
Move configurations to support metrics. This change is breaking, as it moves some configuration from the top level variables to data stream variables.

This change involves project_id, credentials_file and credentials_json variables that are moved from input level configuration to package level configuration (as those variables are reused across all inputs/data streams).

Users with GCP integration enabled will need to input values for these variables again when upgrading the policies to this version.

Enhancement (View pull request)
Add GCP Billing Data Stream

Enhancement (View pull request)
Add GCP Compute Data Stream

Enhancement (View pull request)
Add GCP Firestore Data stream

8.3.0 or higher

1.10.0

Enhancement (View pull request)
Update package to ECS 8.3.0.

7.17.0 or higher
8.0.0 or higher

1.9.2

Bug fix (View pull request)
Fix GCP auditlog parsing issue on response status

7.17.0 or higher
8.0.0 or higher

1.9.1

Enhancement (View pull request)
Update readme

7.17.0 or higher
8.0.0 or higher

1.9.0

Enhancement (View pull request)
Preserve request and response in flattened fields.

7.17.0 or higher
8.0.0 or higher

1.8.0

Enhancement (View pull request)
Add missing cloud.provider field.

7.17.0 or higher
8.0.0 or higher

1.7.0

Enhancement (View pull request)
Add dashboards for firewall and vpc flow logs.

Bug fix (View pull request)
Add missing mappings for several event.* fields.

—

1.6.1

Enhancement (View pull request)
Clarify the GCP privileges required by the Pub/Sub input.

7.16.3 or higher
8.0.0 or higher

1.6.0

Enhancement (View pull request)
Update to ECS 8.2

—

1.5.1

Enhancement (View pull request)
Add documentation for multi-fields

7.16.3 or higher
8.0.0 or higher

1.5.0

Enhancement (View pull request)
Improve Google Cloud Platform docs.

7.16.3 or higher
8.0.0 or higher

1.4.2

Bug fix (View pull request)
Remove emtpy values, names with only dots, and invalid client IPs.

7.16.3 or higher
8.0.0 or higher

1.4.1

Bug fix (View pull request)
Fix quoting of the credentials_json value in policy templates.

7.16.3 or higher
8.0.0 or higher

1.4.0

Enhancement (View pull request)
Add gcp.dns integration

—

1.3.1

Bug fix (View pull request)
Add Ingest Pipeline script to map IANA Protocol Numbers

7.15.0 or higher
8.0.0 or higher

1.3.0

Enhancement (View pull request)
Update to ECS 8.0

7.15.0 or higher
8.0.0 or higher

1.2.2

Bug fix (View pull request)
Regenerate test files using the new GeoIP database

7.15.0 or higher
8.0.0 or higher

1.2.1

Bug fix (View pull request)
Change test public IPs to the supported subset

—

1.2.0

Enhancement (View pull request)
Add 8.0.0 version constraint

7.15.0 or higher
8.0.0 or higher

1.1.2

Enhancement (View pull request)
Update Title and Description.

7.15.0 or higher

1.1.1

Bug fix (View pull request)
Fix logic that checks for the forwarded tag

—

1.1.0

Enhancement (View pull request)
Update to ECS 1.12.0

7.15.0 or higher

1.0.0

Enhancement (View pull request)
Move from experimental to GA

Enhancement (View pull request)
remove experimental from data_sets

—

0.3.3

Enhancement (View pull request)
Convert to generated ECS fields

—

0.3.2

Enhancement (View pull request)
update to ECS 1.11.0

—

0.3.1

Enhancement (View pull request)
Escape special characters in docs

—

0.3.0

Enhancement (View pull request)
Update integration description

—

0.2.0

Enhancement (View pull request)
Set "event.module" and "event.dataset"

—

0.1.0

Enhancement (View pull request)
update to ECS 1.10.0 and adding event.original options

—

0.0.2

Enhancement (View pull request)
update to ECS 1.9.0

—

0.0.1

Enhancement (View pull request)
initial release

—
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