Copy data from PayPal using Azure Data Factory or Synapse Analytics (Preview)
APPLIES TO:
Azure Data Factory
Azure Synapse Analytics
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This article outlines how to use the Copy Activity in an Azure Data Factory or Synapse Analytics pipeline to copy data from PayPal. It builds on the copy activity overview article that presents a general overview of copy activity.
Important
This connector is currently in preview. You can try it out and give us feedback. If you want to take a dependency on preview connectors in your solution, please contact Azure support.
Supported capabilities
This PayPal 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/sinks, see the Supported data stores table.
The service provides a built-in driver to enable connectivity, therefore you don't need to manually install any driver using this connector.
Getting started
To perform the Copy activity with a pipeline, you can use one of the following tools or SDKs:
- The Copy Data tool
- The Azure portal
- The .NET SDK
- The Python SDK
- Azure PowerShell
- The REST API
- The Azure Resource Manager template
Create a linked service to PayPal using UI
Use the following steps to create a linked service to PayPal 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:
Search for PayPal and select the PayPal 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 PayPal connector.
Linked service properties
The following properties are supported for PayPal linked service:
Property | Description | Required |
---|---|---|
type | The type property must be set to: PayPal | Yes |
host | The URL of the PayPal instance. (that is, api.sandbox.paypal.com) | Yes |
clientId | The client ID associated with your PayPal application. | Yes |
clientSecret | The client secret associated with your PayPal application. Mark this field as a SecureString to store it securely, or reference a secret stored in Azure Key Vault. | Yes |
useEncryptedEndpoints | Specifies whether the data source endpoints are encrypted using HTTPS. The default value is true. | No |
useHostVerification | Specifies whether to require the host name in the server's certificate to match the host name of the server when connecting over TLS. The default value is true. | No |
usePeerVerification | Specifies whether to verify the identity of the server when connecting over TLS. The default value is true. | No |
Example:
{
"name": "PayPalLinkedService",
"properties": {
"type": "PayPal",
"typeProperties": {
"host" : "api.sandbox.paypal.com",
"clientId" : "<clientId>",
"clientSecret": {
"type": "SecureString",
"value": "<clientSecret>"
}
}
}
}
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 PayPal dataset.
To copy data from PayPal, set the type property of the dataset to PayPalObject. The following properties are supported:
Property | Description | Required |
---|---|---|
type | The type property of the dataset must be set to: PayPalObject | Yes |
tableName | Name of the table. | No (if "query" in activity source is specified) |
Example
{
"name": "PayPalDataset",
"properties": {
"type": "PayPalObject",
"typeProperties": {},
"schema": [],
"linkedServiceName": {
"referenceName": "<PayPal linked service name>",
"type": "LinkedServiceReference"
}
}
}
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 PayPal source.
PayPal as source
To copy data from PayPal, set the source type in the copy activity to PayPalSource. 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: PayPalSource | Yes |
query | Use the custom SQL query to read data. For example: "SELECT * FROM Payment_Experience" . |
No (if "tableName" in dataset is specified) |
Example:
"activities":[
{
"name": "CopyFromPayPal",
"type": "Copy",
"inputs": [
{
"referenceName": "<PayPal input dataset name>",
"type": "DatasetReference"
}
],
"outputs": [
{
"referenceName": "<output dataset name>",
"type": "DatasetReference"
}
],
"typeProperties": {
"source": {
"type": "PayPalSource",
"query": "SELECT * FROM Payment_Experience"
},
"sink": {
"type": "<sink type>"
}
}
}
]
Lookup activity properties
To learn details about the properties, check Lookup activity.
Related content
For a list of data stores supported as sources and sinks by the copy activity, see supported data stores.