Merge pull request #313983 from Clare-Zheng82/0330-Update_Shopify_doc

[Doc update] Update Shopify docs

Author: Carolyn135

articles/data-factory/TOC.yml

@@ -1308,6 +1308,9 @@ items:
       - name: SharePoint Online list
         displayName: troubleshooting
         href: connector-troubleshoot-sharepoint-online-list.md
+      - name: Shopify
+        displayName: troubleshooting
+        href: connector-troubleshoot-shopify.md
       - name: Snowflake
         displayName: troubleshooting
         href: connector-troubleshoot-snowflake.md

articles/data-factory/connector-shopify.md

@@ -7,7 +7,7 @@ author: jianleishen
 ms.subservice: data-movement
 ms.topic: how-to
 ms.custom: synapse
-ms.date: 10/12/2025
+ms.date: 03/30/2026
 ---
 
 # Copy data from Shopify using Azure Data Factory or Synapse Analytics
@@ -182,7 +182,7 @@ To copy data from Shopify, set the source type in the copy activity to **Shopify
 | Property | Description | Required |
 |:--- |:--- |:--- |
 | type | The type property of the copy activity source must be set to: **ShopifySource** | Yes |
-| query |For version 2.0, use the GraphQL query to read data. To learn more about this query, see this [article](https://shopify.dev/docs/api/admin-graphql). Note that the pagination query is only supported for outer tables, and each record in the outer table can include up to 250 inner table records. <br><br>For version 1.0, use the custom SQL query to read data. For example: `"SELECT * FROM "Products" WHERE Product_Id = '123'"`. | No (if "tableName" in dataset is specified) |
+| query |For version 2.0, use the GraphQL query to read data. To learn more about this query, see this [article](https://shopify.dev/docs/api/admin-graphql). Note that pagination is only supported for outer tables, and each record in the outer table can include up to 250 inner table records. In addition, pagination is not supported for nested tables. <br><br>For version 1.0, 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:**
 

articles/data-factory/connector-troubleshoot-shopify.md

@@ -0,0 +1,39 @@
+---
+title: Troubleshoot the Shopify connector
+titleSuffix: Azure Data Factory & Azure Synapse
+description: Learn how to troubleshoot issues with the Shopify connector in Azure Data Factory and Azure Synapse Analytics. 
+author: jianleishen
+ms.subservice: data-movement
+ms.topic: troubleshooting
+ms.date: 03/30/2026
+ms.author: jianleishen
+ms.custom: has-adal-ref, synapse
+---
+
+# Troubleshoot the Shopify connector in Azure Data Factory and Azure Synapse
+
+[!INCLUDE[appliesto-adf-asa-md](includes/appliesto-adf-asa-md.md)]
+
+This article provides suggestions to troubleshoot common problems with the Shopify connector in Azure Data Factory and Azure Synapse. 
+
+### Error message: Object reference not set to an instance of an object
+
+- **Symptoms**: Copy activity fails with the following error:
+
+    `'Type=System.NullReferenceException,Message=Object reference not set to an instance of an object.,Source=Microsoft.DI.Driver.Shopify,StackTrace=   at Microsoft.DI.Driver.Shopify.Context.ShopifyContext.GetEdgeNodeNameFromTableName(String tableNameGraphTypeName)`
+
+- **Cause**: The table name specified in the source configuration is not valid. This usually happens when upgrading from Shopify connector version 1.0 to 2.0, as the table name formats are different in version 2.0.
+
+- **Resolution**: Check and update the table name to ensure it follows the Shopify connector version 2.0 naming conventions. For more information, see this [article](connector-shopify.md#dataset-properties). 
+ 
+## Related content
+
+For more troubleshooting help, try these resources:
+
+- [Connector troubleshooting guide](connector-troubleshoot-guide.md)
+- [Data Factory blog](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/bg-p/AzureDataFactoryBlog)
+- [Data Factory feature requests](https://feedback.azure.com/d365community/forum/1219ec2d-6c26-ec11-b6e6-000d3a4f032c)
+- [Azure videos](/shows/data-exposed/?products=azure&terms=data-factory)
+- [Microsoft Q&A page](/answers/topics/azure-data-factory.html)
+- [Stack Overflow forum for Data Factory](https://stackoverflow.com/questions/tagged/azure-data-factory)
+- [X information about Data Factory](https://x.com/hashtag/DataFactory)