9,625 questions with Azure Data Factory tags

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How to create and migrate the tables from one azure database to another azure database

Use-Case- I have 130 tables in the Azure sql database, I need to create and migrate the 130 tables to another azure sql database. Can I use the Azure data factory auto-create functionality to migrate those 130 tables. How the primary keys and indexes of…

Azure SQL Database
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-08T08:29:13.6433333+00:00
Rahul 251 Reputation points
answered 2024-05-08T08:58:07.1066667+00:00
Marcin Policht 11,550 Reputation points MVP
0 answers

How to post data with REST API dataset as output to Business central

Hello, I am using the copy activity to copy data from a csv containing invoices to a temporary table in Business Central. I am getting this error on the sink side, I set up app registrations and for the Business central. I am using a web activity to get…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
Dynamics 365 Training
Dynamics 365 Training
Dynamics 365: A Microsoft cloud-based business platform that provides customer relationship management and enterprise resource planning solutions.Training: Instruction to develop new skills.
43 questions
asked 2024-05-07T15:21:14.9333333+00:00
Kayode Ogidan 0 Reputation points
commented 2024-05-08T08:48:12.2766667+00:00
Harishga 3,580 Reputation points Microsoft Vendor
0 answers

ADF Data Flow - CDC - Schema Drift not working

Hi, I have setup ADF pipeline for data sync of tables between Azure SQL Database to SQL Managed Instance databases. I am using Data Flow and CDC to track changes and sink activity to replicate it to target. Since there are multiple tables involved, I am…

Azure SQL Database
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-08T04:10:23.8866667+00:00
Ashwani SRIVASTAVA 40 Reputation points
commented 2024-05-08T08:35:00.6266667+00:00
Smaran Thoomu 10,080 Reputation points Microsoft Vendor
0 answers

InsertDate and UpdateDate column addition in Sink-Delta from dataflow.

I am using dataflow to Upsert the data to my delta lake. My requirement is to have two columns - 1. insertdate 2.updatedate . If there is a new record then both insertdate and updatedate column should get updated with current_date() values. And, if…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-03T16:53:31.2266667+00:00
Vaibhav 105 Reputation points
commented 2024-05-08T08:25:25.92+00:00
phemanth 5,990 Reputation points Microsoft Vendor
1 answer

adf data flow acitivity stuck in queued status when the pipelines run

when I trigger the pipelines, it got stuck in the data flow activity as queued status

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-07T15:40:39.77+00:00
Burcu 0 Reputation points
answered 2024-05-08T08:21:12.1066667+00:00
Smaran Thoomu 10,080 Reputation points Microsoft Vendor
1 answer

Put Blob REST API Content-Length error

I'm trying to write the XML response obtained from a REST API GET request to a file in Azure Blob Storage, using Azure Data Factory. I'd prefer to use the Copy activity to achieve this, but it doesn't support XML sinks. I've therefore been forced into…

Azure Blob Storage
Azure Blob Storage
An Azure service that stores unstructured data in the cloud as blobs.
2,441 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-07T10:06:05.8133333+00:00
Jez Walters 20 Reputation points
answered 2024-05-08T08:16:24.8566667+00:00
Jez Walters 20 Reputation points
0 answers

Error: 11402 -The value of the property '' is invalid: 'The remote name could not be resolved:

I am setting up a Linked service for ODATA in ADF, for IntegrationRuntime I am selecting "AutoResolveIntegrationRuntime" but connection to ODATA resource is failing: The value of the property '' is invalid: 'The remote name could not be…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-08T05:48:44.8233333+00:00
Bhat, Asif 0 Reputation points
commented 2024-05-08T08:03:25.8933333+00:00
Ruel Cabusas 15 Reputation points
0 answers

ADF Snowflake V2 connector throws GenericAdoNetReadError during Copy activity

The problem We're using a Copy activity in ADF to move data from a storage account into a Snowflake database using the V2 Snowflake connector. But just after the data has been copied, the Copy activity fails and throws the following error: Operation on…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-06T10:11:42.4733333+00:00
Raphael Fritz 0 Reputation points
commented 2024-05-08T07:28:32.57+00:00
Raphael Fritz 0 Reputation points
0 answers

How can we connect Blackboard DDA (a SaaS using PostgreSQL to store data ) via Azure Synapse analytics using SSL certificate for authentication in SHIR for Private Vnet enabled networks.

Blackboard DDA is a SaaS application which uses PostgreSQL as DB to store data. The DB uses a SSL certificate key to authenticate and we have private Vnet enabled. How to create a linked service for this DB and where do we store certificate in SHIR. Are…

Azure Synapse Analytics
Azure Synapse Analytics
An Azure analytics service that brings together data integration, enterprise data warehousing, and big data analytics. Previously known as Azure SQL Data Warehouse.
4,405 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-03T05:41:52.49+00:00
Dravya Jain 0 Reputation points
commented 2024-05-08T07:13:35.14+00:00
Dravya Jain 0 Reputation points
0 answers

Delete records from a salesforce object using Azure data factory

Hi there, I am working on a ADF pipeline that transforms data from salesforce and finally i need to delete some records from salesforce object. adf does not have a built in feature to delete and i was wondering if we can utilize lookup activity to run …

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-06T16:57:11.73+00:00
Jiby Jacob 40 Reputation points
edited a comment 2024-05-08T07:04:30.83+00:00
phemanth 5,990 Reputation points Microsoft Vendor
0 answers

How to fix this error in azure data factory? My dataflow worked fine, now I receive this error.

Error: Spark job failed: { "text/plain":…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-03T14:07:52.7066667+00:00
Fatemeh Ghorbani Sini 0 Reputation points
commented 2024-05-08T07:02:26.8533333+00:00
phemanth 5,990 Reputation points Microsoft Vendor
0 answers

Azure data factory AdlsGen1 structured link service fail to read file: Method not found

We create a AdlsGen1 structure stream linked service to read structure stream file. When we created the link service, clicked 'Test connection' and it succeeded, but it failed to preview stream and the error was…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-07T09:18:45.7433333+00:00
Jing Ou 46 Reputation points Microsoft Employee
commented 2024-05-08T07:00:25.7766667+00:00
Harishga 3,580 Reputation points Microsoft Vendor
0 answers

ADF dataflow activity fails with large record sets

I have dataflow activity that retrieves data from an Azure MySQL database and invokes an address API using external call transformation to update the database with standardized addresses. However, when dealing with a large number of records…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-07T13:41:07.27+00:00
Achu A 30 Reputation points
commented 2024-05-08T06:48:50.3633333+00:00
phemanth 5,990 Reputation points Microsoft Vendor
0 answers

Custom libraries (wheel) for ADF Databricks Python activity run on serverless compute

I want to be able to execute Python scripts (via Databricks Python) from Azure Data Factory using serverless compute. Serverless compute does not support cluster level (compute scoped) libraries. In databricks workflows, it is being done as…

Azure Databricks
Azure Databricks
An Apache Spark-based analytics platform optimized for Azure.
1,942 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-01T12:30:52.2366667+00:00
Krzysztof Przysowa 0 Reputation points
commented 2024-05-08T06:46:04.15+00:00
PRADEEPCHEEKATLA-MSFT 77,901 Reputation points Microsoft Employee
0 answers

Filter in Q&A Topics

I was thinking that It would be better if Microsoft will have a filter in Microsoft Q&A so that we can go directly to our domain of specialties.

Azure Synapse Analytics
Azure Synapse Analytics
An Azure analytics service that brings together data integration, enterprise data warehousing, and big data analytics. Previously known as Azure SQL Data Warehouse.
4,405 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
Microsoft Fabric Training
Microsoft Fabric Training
Microsoft Fabric: A Microsoft unified data platform.Training: Instruction to develop new skills.
11 questions
asked 2024-05-08T06:16:48.5166667+00:00
RUEL CABUSAS (RGC) 0 Reputation points
edited the question 2024-05-08T06:29:51.29+00:00
ShaktiSingh-MSFT 13,746 Reputation points Microsoft Employee
1 answer

In ADF, I am not able to merge data from multiple streams with different columns with different data types

Hello, I am not able to merge data from multiple streams in ADF DATAFLOWS. Stream 1) flow let - only 1 column. Stream 2) flow let - only 1 column. Stream 3) source columns (54 columns) Stream 4) regular…

Azure Synapse Analytics
Azure Synapse Analytics
An Azure analytics service that brings together data integration, enterprise data warehousing, and big data analytics. Previously known as Azure SQL Data Warehouse.
4,405 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-04-24T16:32:40.4033333+00:00
neeraj aitha 0 Reputation points
edited a comment 2024-05-08T05:31:05.46+00:00
phemanth 5,990 Reputation points Microsoft Vendor
0 answers

Error from ADF pipeline loading data into Dynamics 365 table

I have an Azure pipeline that is copying data from a table in an azure sql db to a table in Dynamics 365 CE. The D365 has MFA attached so I am using an azure service principal in the linked service connection for the pipeline. The Service principal is…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-08T05:28:41.8833333+00:00
Wayne Bartkowski 656 Reputation points
0 answers

Get error invalid with correct url in copy activity

Hi, nice to meet you. Currently, I am working with SAP odata API, I am using url https://xxxxxxxxxxxxxxxx.cloud.sap/sap/byd/odata/analytics/ds/Fingxxx.svc/Fingxx?$select=xxx,xxx,xx,,xxx,xxx&$format=json&$filter=(C_Setofbks eq 'xxxxx') and…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-08T04:39:51.0966667+00:00
Pham Huynh Tan Dat 0 Reputation points
0 answers

ADF - CDC - enable and disable CDC tables during deployment

Hi, I have setup ADF pipeline for data sync of tables between Azure SQL Database to SQL Managed Instance databases. I am using Data Flow and CDC to track changes and sink activity to replicate it to target. However, when we deploy any table changes (add…

Azure SQL Database
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-08T04:29:23.9233333+00:00
Ashwani SRIVASTAVA 40 Reputation points
1 answer

How to add Azure SQL Database as linked service to Azure Data Factory

I keep running into errors adding Azure SQL as a linked service to Data Factory. I'm new to Azure so please bear with me. Following all the online guides, I've done all of the following: On the SQL Server side: Under Microsoft Entra ID, enabled…

Azure SQL Database
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
asked 2024-05-07T04:05:57.0066667+00:00
shellkyle 0 Reputation points
commented 2024-05-08T04:11:31.7433333+00:00
Harishga 3,580 Reputation points Microsoft Vendor