amazon-redshiftHow can I use Amazon Redshift and Amazon EMR together?
Amazon Redshift and Amazon EMR can be used together to perform large-scale data analysis. The data stored in Redshift can be accessed and processed using Amazon EMR, which provides a managed Hadoop framework.
For example, the following code can be used to run a Hive query on data stored in Amazon Redshift:
aws emr create-cluster --name "My Cluster" --release-label emr-5.20.0 \
--applications Name=Hive --ec2-attributes InstanceProfile=EMR_EC2_DefaultRole \
--log-uri s3://my-log-bucket/logs/ --configurations file://config.json \
--steps Type=Hive,Name="My Hive Step",ActionOnFailure=CONTINUE,Args=[-f,script.q]
The --configurations
parameter can be used to specify the connection details for Amazon Redshift. The --steps
parameter can be used to specify the Hive query to be executed.
The following components are used in this example:
aws emr create-cluster
: Creates an Amazon EMR cluster with the specified configuration.--name "My Cluster"
: Specifies the name of the cluster.--release-label emr-5.20.0
: Specifies the version of Amazon EMR to use.--applications Name=Hive
: Specifies that Hive should be installed on the cluster.--ec2-attributes InstanceProfile=EMR_EC2_DefaultRole
: Specifies the IAM role to use for the cluster.--log-uri s3://my-log-bucket/logs/
: Specifies the S3 bucket to use for logging.--configurations file://config.json
: Specifies the connection details for Amazon Redshift.--steps Type=Hive,Name="My Hive Step",ActionOnFailure=CONTINUE,Args=[-f,script.q]
: Specifies the Hive query to be executed.
Further information about using Amazon Redshift and Amazon EMR together can be found in the Amazon EMR documentation.
More of Amazon Redshift
- How can I handle divide by zero errors when using Amazon Redshift?
- How do I use the Amazon Redshift YEAR function?
- How can I use Amazon Redshift to store and process unstructured data?
- How can I use Amazon Redshift UNION to combine data from multiple tables?
- How do I use the NVL function in Amazon Redshift?
- How can I monitor Amazon RDS using Zabbix?
- How do I set up Amazon RDS with read replicas?
- How do I convert an Amazon Redshift timestamp to a date?
- How do I set up Amazon RDS with Multi-AZ for high availability?
- How do I use Amazon Redshift window functions?
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