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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 Shopify. 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.
This Shopify 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.
The connector supports the Windows versions in this article.
The billing_on column property was removed from the Recurring_Application_Charges and UsageCharge tables due to Shopify's official deprecation of billing_on field.
To perform the Copy activity with a pipeline, you can use one of the following tools or SDKs:
Use the following steps to create a linked service to Shopify 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 Shopify and select the Shopify connector.
Configure the service details, test the connection, and create the new linked service.
The following sections provide details about properties that are used to define Data Factory entities specific to Shopify connector.
The following properties are supported for Shopify linked service:
Property | Description | Required |
---|---|---|
type | The type property must be set to: Shopify | Yes |
host | The endpoint of the Shopify server. (that is, mystore.myshopify.com) | Yes |
accessToken | The API access token that can be used to access Shopify’s data. The token does not expire if it is offline mode. 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": "ShopifyLinkedService",
"properties": {
"type": "Shopify",
"typeProperties": {
"host" : "mystore.myshopify.com",
"accessToken": {
"type": "SecureString",
"value": "<accessToken>"
}
}
}
}
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 Shopify dataset.
To copy data from Shopify, set the type property of the dataset to ShopifyObject. The following properties are supported:
Property | Description | Required |
---|---|---|
type | The type property of the dataset must be set to: ShopifyObject | Yes |
tableName | Name of the table. | No (if "query" in activity source is specified) |
Example
{
"name": "ShopifyDataset",
"properties": {
"type": "ShopifyObject",
"typeProperties": {},
"schema": [],
"linkedServiceName": {
"referenceName": "<Shopify linked service name>",
"type": "LinkedServiceReference"
}
}
}
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 Shopify source.
To copy data from Shopify, set the source type in the copy activity to ShopifySource. 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: ShopifySource | Yes |
query | Use the custom SQL query to read data. For example: "SELECT * FROM "Products" WHERE Product_Id = '123'" . |
No (if "tableName" in dataset is specified) |
Example:
"activities":[
{
"name": "CopyFromShopify",
"type": "Copy",
"inputs": [
{
"referenceName": "<Shopify input dataset name>",
"type": "DatasetReference"
}
],
"outputs": [
{
"referenceName": "<output dataset name>",
"type": "DatasetReference"
}
],
"typeProperties": {
"source": {
"type": "ShopifySource",
"query": "SELECT * FROM \"Products\" WHERE Product_Id = '123'"
},
"sink": {
"type": "<sink type>"
}
}
}
]
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.
Events
Mar 31, 11 PM - Apr 2, 11 PM
The ultimate Fabric, AI, and SQL, Power BI community-led event. March 31 - April 2. Use code MSCUST for a $150 discount.
Register todayTraining
Learning path
Use the Shopify connector in Dynamics 365 Business Central - Training
Do you sell Shopify items? This learning path provides the information you need to get started with the Shopify connector in Dynamics 365 Business Central. It provides steps to set up the Shopify connector, and to synchronize items, inventory, customers, sales orders, transactions, and payouts between Shopify and Business Central.