Copy data from Amazon Redshift using Azure Data Factory or Synapse Analytics

Artikkeli
09/12/2024

APPLIES TO: Azure Data Factory Azure Synapse Analytics

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This article outlines how to use the Copy Activity in Azure Data Factory and Synapse Analytics pipelines to copy data from an Amazon Redshift. It builds on the copy activity overview article that presents a general overview of copy activity.

Supported capabilities

This Amazon Redshift connector is supported for the following capabilities:

Supported capabilities	IR
Copy activity (source/-)	① ②
Lookup activity	① ②

① Azure integration runtime ② Self-hosted integration runtime

For a list of data stores that are supported as sources or sinks by the copy activity, see the Supported data stores table.

Specifically, this Amazon Redshift connector supports retrieving data from Redshift using query or built-in Redshift UNLOAD support.

The connector supports the Windows versions in this article.

Tip

To achieve the best performance when copying large amounts of data from Redshift, consider using the built-in Redshift UNLOAD through Amazon S3. See Use UNLOAD to copy data from Amazon Redshift section for details.

Prerequisites

If you are copying data to an on-premises data store using Self-hosted Integration Runtime, grant Integration Runtime (use IP address of the machine) the access to Amazon Redshift cluster. See Authorize access to the cluster for instructions.
If you are copying data to an Azure data store, see Azure Data Center IP Ranges for the Compute IP address and SQL ranges used by the Azure data centers.

Getting started

To perform the Copy activity with a pipeline, you can use one of the following tools or SDKs:

Create a linked service to Amazon Redshift using UI

Use the following steps to create a linked service to Amazon Redshift in the Azure portal UI.

Browse to the Manage tab in your Azure Data Factory or Synapse workspace and select Linked Services, then click New:
- Azure Data Factory
- Azure Synapse
Search for Amazon and select the Amazon Redshift connector.
Configure the service details, test the connection, and create the new linked service.

Connector configuration details

The following sections provide details about properties that are used to define Data Factory entities specific to Amazon Redshift connector.

Linked service properties

The following properties are supported for Amazon Redshift linked service:

Property	Description	Required
type	The type property must be set to: AmazonRedshift	Yes
server	IP address or host name of the Amazon Redshift server.	Yes
port	The number of the TCP port that the Amazon Redshift server uses to listen for client connections.	No, default is 5439
database	Name of the Amazon Redshift database.	Yes
username	Name of user who has access to the database.	Yes
password	Password for the user account. Mark this field as a SecureString to store it securely, or reference a secret stored in Azure Key Vault.	Yes
connectVia	The Integration Runtime to be used to connect to the data store. You can use Azure Integration Runtime or Self-hosted Integration Runtime (if your data store is located in private network). If not specified, it uses the default Azure Integration Runtime.	No

Example:

{
    "name": "AmazonRedshiftLinkedService",
    "properties":
    {
        "type": "AmazonRedshift",
        "typeProperties":
        {
            "server": "<server name>",
            "database": "<database name>",
            "username": "<username>",
            "password": {
                "type": "SecureString",
                "value": "<password>"
            }
        },
        "connectVia": {
            "referenceName": "<name of Integration Runtime>",
            "type": "IntegrationRuntimeReference"
        }
    }
}

Dataset properties

For a full list of sections and properties available for defining datasets, see the datasets article. This section provides a list of properties supported by Amazon Redshift dataset.

To copy data from Amazon Redshift, the following properties are supported:

Property	Description	Required
type	The type property of the dataset must be set to: AmazonRedshiftTable	Yes
schema	Name of the schema.	No (if "query" in activity source is specified)
table	Name of the table.	No (if "query" in activity source is specified)
tableName	Name of the table with schema. This property is supported for backward compatibility. Use `schema` and `table` for new workload.	No (if "query" in activity source is specified)

Example

{
    "name": "AmazonRedshiftDataset",
    "properties":
    {
        "type": "AmazonRedshiftTable",
        "typeProperties": {},
        "schema": [],
        "linkedServiceName": {
            "referenceName": "<Amazon Redshift linked service name>",
            "type": "LinkedServiceReference"
        }
    }
}

If you were using RelationalTable typed dataset, it is still supported as-is, while you are suggested to use the new one going forward.

Copy activity properties

For a full list of sections and properties available for defining activities, see the Pipelines article. This section provides a list of properties supported by Amazon Redshift source.

Amazon Redshift as source

To copy data from Amazon Redshift, set the source type in the copy activity to AmazonRedshiftSource. The following properties are supported in the copy activity source section:

Property	Description	Required
type	The type property of the copy activity source must be set to: AmazonRedshiftSource	Yes
query	Use the custom query to read data. For example: select * from MyTable.	No (if "tableName" in dataset is specified)
redshiftUnloadSettings	Property group when using Amazon Redshift UNLOAD.	No
s3LinkedServiceName	Refers to an Amazon S3 to-be-used as an interim store by specifying a linked service name of "AmazonS3" type.	Yes if using UNLOAD
bucketName	Indicate the S3 bucket to store the interim data. If not provided, the service generates it automatically.	Yes if using UNLOAD

Example: Amazon Redshift source in copy activity using UNLOAD

"source": {
    "type": "AmazonRedshiftSource",
    "query": "<SQL query>",
    "redshiftUnloadSettings": {
        "s3LinkedServiceName": {
            "referenceName": "<Amazon S3 linked service>",
            "type": "LinkedServiceReference"
        },
        "bucketName": "bucketForUnload"
    }
}

Learn more on how to use UNLOAD to copy data from Amazon Redshift efficiently from next section.

Use UNLOAD to copy data from Amazon Redshift

UNLOAD is a mechanism provided by Amazon Redshift, which can unload the results of a query to one or more files on Amazon Simple Storage Service (Amazon S3). It is the way recommended by Amazon for copying large data set from Redshift.

Example: copy data from Amazon Redshift to Azure Synapse Analytics using UNLOAD, staged copy and PolyBase

For this sample use case, copy activity unloads data from Amazon Redshift to Amazon S3 as configured in "redshiftUnloadSettings", and then copy data from Amazon S3 to Azure Blob as specified in "stagingSettings", lastly use PolyBase to load data into Azure Synapse Analytics. All the interim format is handled by copy activity properly.

Redshift to Azure Synapse Analytics copy workflow

"activities":[
    {
        "name": "CopyFromAmazonRedshiftToSQLDW",
        "type": "Copy",
        "inputs": [
            {
                "referenceName": "AmazonRedshiftDataset",
                "type": "DatasetReference"
            }
        ],
        "outputs": [
            {
                "referenceName": "AzureSQLDWDataset",
                "type": "DatasetReference"
            }
        ],
        "typeProperties": {
            "source": {
                "type": "AmazonRedshiftSource",
                "query": "select * from MyTable",
                "redshiftUnloadSettings": {
                    "s3LinkedServiceName": {
                        "referenceName": "AmazonS3LinkedService",
                        "type": "LinkedServiceReference"
                    },
                    "bucketName": "bucketForUnload"
                }
            },
            "sink": {
                "type": "SqlDWSink",
                "allowPolyBase": true
            },
            "enableStaging": true,
            "stagingSettings": {
                "linkedServiceName": "AzureStorageLinkedService",
                "path": "adfstagingcopydata"
            },
            "dataIntegrationUnits": 32
        }
    }
]

Data type mapping for Amazon Redshift

When copying data from Amazon Redshift, the following mappings are used from Amazon Redshift data types to interim data types used internally within the service. See Schema and data type mappings to learn about how copy activity maps the source schema and data type to the sink.

Amazon Redshift data type	Interim service data type
BIGINT	Int64
BOOLEAN	String
CHAR	String
DATE	DateTime
DECIMAL	Decimal
DOUBLE PRECISION	Double
INTEGER	Int32
REAL	Single
SMALLINT	Int16
TEXT	String
TIMESTAMP	DateTime
VARCHAR	String

Lookup activity properties

To learn details about the properties, check Lookup activity.

For a list of data stores supported as sources and sinks by the copy activity, see supported data stores.

Jaa

Copy data from Amazon Redshift using Azure Data Factory or Synapse Analytics

Supported capabilities

Prerequisites

Getting started

Create a linked service to Amazon Redshift using UI

Connector configuration details

Linked service properties

Dataset properties

Copy activity properties

Amazon Redshift as source

Use UNLOAD to copy data from Amazon Redshift

Data type mapping for Amazon Redshift

Lookup activity properties

Palaute

Lisäresursseja

Jaa

Copy data from Amazon Redshift using Azure Data Factory or Synapse Analytics

Supported capabilities

Prerequisites

Getting started

Create a linked service to Amazon Redshift using UI

Connector configuration details

Linked service properties

Dataset properties

Copy activity properties

Amazon Redshift as source

Use UNLOAD to copy data from Amazon Redshift

Data type mapping for Amazon Redshift

Lookup activity properties

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