10,205 questions with Azure Data Factory tags

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0 answers

How to connect and query with MySQL server using Azure Machine Learning

Hi, I am currently working on a project where I need to connect to an Azure Database for MySQL using Azure Machine Learning (AML) and Python scripts. However, I want to use AML resources such as Datastore and Dataset for the connection rather than…

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,735 questions
Azure Storage Accounts
Azure Storage Accounts
Globally unique resources that provide access to data management services and serve as the parent namespace for the services.
2,946 questions
Azure Database for MySQL
Azure Database for MySQL
An Azure managed MySQL database service for app development and deployment.
771 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
Azure Database for PostgreSQL
asked 2024-07-23T07:30:11.6466667+00:00
Tú Nguyễn 70 Reputation points
commented 2024-07-29T10:24:53.61+00:00
dupammi 8,035 Reputation points Microsoft Vendor
1 answer

ADF Pipeline intermittently failing - why?

Hi, Our organisation is new to Azure Data Factory (ADF) and we're facing an intermittent error with our first Pipeline. Being intermittent adds that little bit more complexity to resolving the error. The Pipeline has two activities: Script…

Azure SQL Database
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-29T08:56:46.4466667+00:00
Anon101 51 Reputation points
edited an answer 2024-07-29T10:07:33.91+00:00
AzureAce 27 Reputation points
1 answer

adf from configtable

Hi, how to load tablename from config table and using copy activity at front end... how it will execute it.... let say copy activtiy lookup for tablename then how copy activity will take that...please help with screenshot ...

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-21T20:01:20.1833333+00:00
Vineet S 445 Reputation points
commented 2024-07-29T08:19:58.03+00:00
NIKHILANETHIKUNTA 155 Reputation points Microsoft Vendor
0 answers

The issue with the on-fail activity

Dear Mr/Ms, I created a pipeline, there is a If Condition Activity in the pipeline as below: The content in the If Conditioin is as below: In If Condition, I set up the pipeline, if any activities failed, the next step is updating by Store procedure.…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-29T08:15:54.2433333+00:00
Eddy Tran 40 Reputation points
1 answer

How to delete files from source storage after sharing through Azure Data Share

Is there a way to delete files from the source storage after sharing them through data share? I'd like to clean up the storage, but since data share doesn't have a feature for deleting shared files, I'm not sure how to do it. Any suggestions?

Azure Data Share
Azure Data Share
An Azure service that is used to share data from multiple sources with other organizations.
52 questions
Azure Blob Storage
Azure Blob Storage
An Azure service that stores unstructured data in the cloud as blobs.
2,644 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-24T12:47:37.2433333+00:00
DEEPANSHU CHAUHAN 0 Reputation points
commented 2024-07-29T08:06:30.6033333+00:00
DEEPANSHU CHAUHAN 0 Reputation points
1 answer

refresh token pipeline parameter runs successfully during manual trigger but not scheduled trigger

I have an ADF pipeline set up with LS_RestServiceNetSuite. Within the pipeline there is a web activity "Get_Access_Token" that has started to fail. In this activity, in the URL field we passed:                     …

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-24T18:08:44.1966667+00:00
Evelyn Ajayi 0 Reputation points
commented 2024-07-29T08:05:36.78+00:00
NIKHILANETHIKUNTA 155 Reputation points Microsoft Vendor
0 answers

Securing args of the Python script in Azure Data Factory Custom Azure Batch Activity

Hi, Imagine running a simple ADF Pipeline that consists of 2 steps: Fetching a sensitive value - like Storage Account URL - from Azure Key Vault Executing a Python script with argsparse where this value is set as an argument with the command …

Azure Batch
Azure Batch
An Azure service that provides cloud-scale job scheduling and compute management.
323 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-29T07:58:14.4633333+00:00
11-4688 131 Reputation points
0 answers

Copy Data Lineage Activity is not reported in Purview

Hi, Context: I have a data pipeline in ADF. The pipeline contains the following activities A total of 15 number of copy data activity Total 1 number of Data Flow activity The data source for all activities is a common blob storage account. The data…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
Microsoft Purview
Microsoft Purview
A Microsoft data governance service that helps manage and govern on-premises, multicloud, and software-as-a-service data. Previously known as Azure Purview.
1,069 questions
asked 2024-07-26T14:58:02.5+00:00
Ravineesh 80 Reputation points
commented 2024-07-29T07:45:01.18+00:00
PRADEEPCHEEKATLA-MSFT 85,826 Reputation points Microsoft Employee
1 answer

HttpRequestFailedWithUnauthorizedError output after Copy Data function when extract data from Sharepoint to adl using data factory

I followed the tutorial from "https://www.youtube.com/watch?v=FFfNu3cI-uw&pp=ygUjZXh0cmFjdCBkYXRhIGZyb20gc2hhcmVwb2ludCB0byBhZGw%3D" but this error occurred. "errors": [ { "Code": 22757, "Message":…

Azure Data Lake Storage
Azure Data Lake Storage
An Azure service that provides an enterprise-wide hyper-scale repository for big data analytic workloads and is integrated with Azure Blob Storage.
1,430 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
SharePoint
SharePoint
A group of Microsoft Products and technologies used for sharing and managing content, knowledge, and applications.
10,312 questions
asked 2024-07-29T06:13:18.0233333+00:00
Xing Le Lee 0 Reputation points
answered 2024-07-29T07:05:56.01+00:00
Amrinder Singh 4,910 Reputation points Microsoft Employee
2 answers

"Dataset is using 'AzureSqlDatabase' linked service with SQLVersion 'Recommended', which is not supported in data flow." I am facing this error, please help me to understand which sql version should i use? should i create 'mysqldatabase' rather than sql ?

I have tried solving this problem by disabling the Always encrypted check button in linked services. I am not understanding what to do?

Azure SQL Database
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-29T06:14:30.8766667+00:00
Vedant Hosamani 0 Reputation points
commented 2024-07-29T07:04:39.0566667+00:00
PRADEEPCHEEKATLA-MSFT 85,826 Reputation points Microsoft Employee
0 answers

Is there a limitation of the HubSpot Source connector for Contact records to 5,900 records?

I am using the HubSpot source connector in Azure Data Factory for Companies and Contacts and associated properties. I have a "Copy Data" activity that references the "HubSpot Contact" dataset in entirety, using "Table", not…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-24T23:05:22.3233333+00:00
Grant Barrington 0 Reputation points
commented 2024-07-29T06:57:59.8366667+00:00
PRADEEPCHEEKATLA-MSFT 85,826 Reputation points Microsoft Employee
1 answer One of the answers was accepted by the question author.

How to generate JWT token for client_assertion?

We have an app registration which is connected to an external API. We have to use this API in our Azure Data factory. For this purpose, till now we were generating client secrets and generating tokens (in Azure Data Factory) from this URL -…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
Azure App Service
Azure App Service
Azure App Service is a service used to create and deploy scalable, mission-critical web apps.
7,415 questions
asked 2024-07-18T08:15:12.36+00:00
Devansh Agarwal 20 Reputation points
accepted 2024-07-29T06:53:22.75+00:00
Devansh Agarwal 20 Reputation points
2 answers One of the answers was accepted by the question author.

dataset is using azuresqldatabase linked service type with sql encryption, which is not supported in data flow sink

Hi, when i am using dataflow in ADF at sink place i am getting this below error. source as azuresql and sink also azuresql but am unbale to success the pipeline. Error details: dataset is using azuresqldatabase linked service type with sql encryption,…

Azure SQL Database
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2023-04-24T10:19:20.1733333+00:00
answered 2024-07-29T06:52:36.74+00:00
Vedant Hosamani 0 Reputation points
0 answers

How to fix {"StatusCode":"DFExecutorUserError","Message":"Job failed due to reason: at Sink 'peopleSQL': ERRORCODE:MSSQL_101, STAGE:UPSERT-N-WAY, SQLERRORCODE:1750, MESSAGE:Could not create constraint or index.

Hello, I struggle with running a pipeline which calls a data flow. At the end of the flow the data should get updated (via Upsert) into a SQL database. But I get the following error and I have no idea what could be wrong and where to look for to solve…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-22T08:54:04.6933333+00:00
Roger Zirn 0 Reputation points
commented 2024-07-29T06:50:19.8366667+00:00
PRADEEPCHEEKATLA-MSFT 85,826 Reputation points Microsoft Employee
1 answer

Error code11000

Error details Error code11000 DetailsThe operation failed, detailed error: An internal error has occurred. Please retry the operation at a later time. If the issue persists, please contact Microsoft support for further assistance. Activity…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-22T11:27:33.17+00:00
Deepak Munjral 5 Reputation points
commented 2024-07-29T06:50:06.8633333+00:00
PRADEEPCHEEKATLA-MSFT 85,826 Reputation points Microsoft Employee
1 answer

Change Data Capture preview feature not working

I am trying to perform some poc by using change data capture feature which is in preview, but I am not able to see table results. I create a connection with Azure SQL Database and get a succesful connection, but when I try to fetch tables every time its…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-22T07:31:37.3133333+00:00
Anmol Ganju 176 Reputation points
commented 2024-07-29T06:49:15.02+00:00
PRADEEPCHEEKATLA-MSFT 85,826 Reputation points Microsoft Employee
1 answer

What is the difference between self-hosted and Azure integration runtime?

The Azure integration runtime with a managed virtual network has the same region as your data factory. It can't be auto resolved like the Azure integration runtime. The self-hosted integration runtime is located in the region of your local machines or…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-22T06:49:14.1766667+00:00
Santo Daiz 0 Reputation points
commented 2024-07-29T06:47:41.18+00:00
PRADEEPCHEEKATLA-MSFT 85,826 Reputation points Microsoft Employee
1 answer

how ADF connection to Azure Delta Lake ?

Are there any plans to provide connection between ADF v2/Managing Data Flow and Azure Delta Lake? It would be great new source and sync for ADF pipeline and Managing Data Flows to provide full ETL/ELT CDC capabilities to simplify complex lambda data…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-22T06:14:23.61+00:00
shane want 0 Reputation points
commented 2024-07-29T06:47:25.03+00:00
PRADEEPCHEEKATLA-MSFT 85,826 Reputation points Microsoft Employee
1 answer

In Data Factory CDC (Preview), I am forced to choose an incremental column when configuring a source SQL table, even though CDC is enabled on the source table.

When configuring a change data capture resource in ADF, I used as a reference this video, in which it is stated that if we have CDC enabled on a source SQL table, we don't need to specify an incremental column. I have decided to do reproduce the same…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-22T16:34:55.31+00:00
Dario Ruben Scanferlato 5 Reputation points
commented 2024-07-29T05:59:12.3366667+00:00
Smaran Thoomu 12,620 Reputation points Microsoft Vendor
1 answer

Linked service authentication options for SQL Server are different amongst ADF within same subscription

In the same Azure subscription, I have several resource groups and each has data factories, however, the linked service authentication options are not the same among them, why? Here is an example: ADF1: SQL SERVER Linked service authentication…

SQL Server
SQL Server
A family of Microsoft relational database management and analysis systems for e-commerce, line-of-business, and data warehousing solutions.
13,374 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,205 questions
asked 2024-07-19T10:42:32.6633333+00:00
Gonçalo J P Carvalho 0 Reputation points
commented 2024-07-29T05:54:54.01+00:00
Smaran Thoomu 12,620 Reputation points Microsoft Vendor