10,520 questions with Azure Data Factory tags

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getting CLUSTER_CREATION_TIMED_OUT issue

Hi, my jobs are failing without spark session is starting and getting timed out issue. all my pools are XXL configuration but inside pipeline calling Small or medium.

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.
4,841 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-06T22:45:27+00:00
Venkateswarlu Pottapalli 0 Reputation points
3 answers One of the answers was accepted by the question author.

ADF REST Linked Services Auth Headers are not working

This stackoverflow thread has a good explanation of the same issue I am seeing: https://stackoverflow.com/questions/78948962/adf-rest-linkedservice-is-missing-authheader-in-live-mode-after-publishing/78950885#78950885 I need auth headers to be entered…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-04T23:48:49.1666667+00:00
Joseph Lee 25 Reputation points
commented 2024-09-06T20:53:22.1166667+00:00
Bhargava-MSFT 30,496 Reputation points Microsoft Employee
0 answers

Moving data from Snowflake to Azure SQL DB using Copy Activity

Hi All, I am using COPY activity to move data from Snowflake to Azure SQL DB. First of all, this data movement is not allowed without intermediate staging of the data in ADLS. I would love to avoid this intermediate step. If this is how it will work then…

Azure SQL Database
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-04T14:26:06.79+00:00
PK 0 Reputation points
commented 2024-09-06T19:08:04.24+00:00
Smaran Thoomu 14,300 Reputation points Microsoft Vendor
1 answer

Fabric Data fetching API

I have created an azure app from which I need to pull user data present on their fabric workspaces (lakehouses, warehouses etc.). Fabric APIs like : GET…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-05T14:50:50.1266667+00:00
Shubham 0 Reputation points
commented 2024-09-06T19:02:12.3666667+00:00
Smaran Thoomu 14,300 Reputation points Microsoft Vendor
0 answers

Exporting data via an OData API

I am experiencing issues while attempting to retrieve data from multiple Cornerstone OnDemand (C SOD) API views using Azure Data Factory. The process works seamlessly on Postman, but when implemented in ADF, I encounter authentication and request…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-03T11:07:57.1066667+00:00
A K 0 Reputation points
commented 2024-09-06T19:00:50.0466667+00:00
Smaran Thoomu 14,300 Reputation points Microsoft Vendor
1 answer One of the answers was accepted by the question author.

Preserving Nested Zip Structure in ADF Copy Activity

I'm working with Azure Data Factory (ADF) and using a Copy Data activity to unzip compressed files in Blob storage. It functions flawlessly for simple text files within basic zip archives. However, I encounter an issue when dealing with nested zip…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-04T18:35:48.8033333+00:00
vikranth-0706 265 Reputation points
accepted 2024-09-06T17:47:24.3933333+00:00
vikranth-0706 265 Reputation points
0 answers

Azure Data Factory - Cannot open nested pipelines by double clicking on them.

Hi Everyone, My apologies if this is not logged/asked in the correct place, please point me to the correct location if needed.   I am having a strange but frustrating issue with data factory. When working on pipelines, specifically nested pipelines, I…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-06T08:28:15.0466667+00:00
Herman van Eeden 1 Reputation point
commented 2024-09-06T17:26:59.34+00:00
Smaran Thoomu 14,300 Reputation points Microsoft Vendor
0 answers

Integration runtimes are not auto-updating

Our Azure Data Factory integration runtimes are not auto-updating even though we have them set to auto-update. We checked the troubleshooting items listed, and none seem to apply. auto-update is turned on we are able to access the download center…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-04T22:21:08.99+00:00
JB 86 Reputation points
commented 2024-09-06T17:24:09.9733333+00:00
phemanth 10,010 Reputation points Microsoft Vendor
2 answers

Error when using the CosmosDB Analytical Store for source queries in a Synapse ADF Dataflow

How can I resolve the error message I receive when using the CosmosDB Analytical Store as source queries in a Synapse ADF Dataflow? I created the source with Analytical Store selected as explained in this how-to link:…

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.
4,841 questions
Azure Cosmos DB
Azure Cosmos DB
An Azure NoSQL database service for app development.
1,604 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-06T10:59:31.9366667+00:00
Jude Moore 0 Reputation points
answered 2024-09-06T16:11:00.35+00:00
Amira Bedhiafi 22,616 Reputation points
2 answers One of the answers was accepted by the question author.

Role required to read/write data from cosmos DB (SQL API) from ADF?

We are trying to read/write data from Azure data factory, since local authentication is disabled in cosmos we are trying to access cosmos DB using managed identity. However even with Cosmos DB Account Contributor role assigned to managed identity of…

Azure Cosmos DB
Azure Cosmos DB
An Azure NoSQL database service for app development.
1,604 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
Microsoft Entra ID
Microsoft Entra ID
A Microsoft Entra identity service that provides identity management and access control capabilities. Replaces Azure Active Directory.
21,260 questions
asked 2022-04-06T15:47:26.763+00:00
Ashutosh Saini 36 Reputation points
commented 2024-09-06T15:55:17.5433333+00:00
Guillaume Belzile 0 Reputation points
1 answer

Dynamic Mapping of Source to JSON Sink in Azure Data Factory

We are able to preview the source data from the Salesforce linked service in ADF, and I can also view the sink data using the REST linked service for Business Central in ADF. However, I'm facing an issue where importing the schema is not supported…

Microsoft Graph
Microsoft Graph
A Microsoft programmability model that exposes REST APIs and client libraries to access data on Microsoft 365 services.
11,771 questions
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.
4,841 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
Microsoft Entra ID
Microsoft Entra ID
A Microsoft Entra identity service that provides identity management and access control capabilities. Replaces Azure Active Directory.
21,260 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.
123 questions
asked 2024-09-06T12:01:43.23+00:00
Apoorva Belsare 0 Reputation points
answered 2024-09-06T15:53:19.94+00:00
Amira Bedhiafi 22,616 Reputation points
1 answer

Google BigQuery updated linked service error: "Message=No current element is available" for empty result

I started to receive failure with error "Message=No current element is available" for Copy activity with the new Google BigQuery linked service. The legacy one doesnt throw an error/failure when the Google SQL query gives an empty result. I…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-07-01T14:42:56.19+00:00
Quyen Dang 21 Reputation points
commented 2024-09-06T15:27:35.3+00:00
Bhargava-MSFT 30,496 Reputation points Microsoft Employee
1 answer

ADF Snowflake Connector - Key Pair Authentication - Failing Using Self-Hosted IR

I have created a Linked Service using the SnowflakeV2 connector. The connector is configured to use Key Pair authentication and using the AutoResolveIntegrationRuntime works perfectly. When switching to a self-hosted integration runtime, I receive the…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-04T13:54:22.83+00:00
Andy Reed 0 Reputation points
commented 2024-09-06T15:22:06.51+00:00
Bhargava-MSFT 30,496 Reputation points Microsoft Employee
1 answer

Pipeline status = success but no data was written to the sink

Pipeline Run ID: 844b967c-aeb1-4dd7-9ba2-14b7a34d85cc Hi, I am trying to debug my ADF Pipeline and cannot see useful details. Can you please help me debug this pipeline? Specifically, I have 4 objects in the pipeline that are looped through. Three of…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-05T23:37:55.33+00:00
Mick Jaeger 0 Reputation points
commented 2024-09-06T15:15:49.4733333+00:00
Mick Jaeger 0 Reputation points
1 answer

Dynamic Mapping of JSON Sink Data in ADF

Hello Microsoft Community, I hope you're all doing well. I'm currently working on a project in Azure Data Factory and need some advice! We are successfully able to preview source data from the Salesforce Linked Service and sink data using the REST…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
Microsoft Entra ID
Microsoft Entra ID
A Microsoft Entra identity service that provides identity management and access control capabilities. Replaces Azure Active Directory.
21,260 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.
123 questions
asked 2024-09-06T12:06:58.31+00:00
Vinit Joshi 0 Reputation points
edited the question 2024-09-06T14:58:22.7366667+00:00
anashetty 0 Reputation points Microsoft Vendor
1 answer

Variable from one environment to another

Hi how to add environment variable when same pipeline needs to load from qa to prod or test instance like link services.. Pls share screenshot

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-05T22:23:39.84+00:00
Vineet S 730 Reputation points
commented 2024-09-06T14:56:16.47+00:00
Vineet S 730 Reputation points
2 answers

Error Connecting ADF to Snowflake

Hello. I am tying to connect Azure Data Factory to Snowflake, but I cannot seem to get things configured correctly. I created a Linked Service, then created a Dataset based on that linked service. However, ADF can't seem to return a list of tables: I…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-03-11T15:13:34.1866667+00:00
Scott Klein 161 Reputation points
edited an answer 2024-09-06T14:43:20.2833333+00:00
Monique ROLLIER 0 Reputation points
1 answer

Unable to connect the ADLS to snowflake

I am not able to connect the ADLS to snowflake. I requested azure to create the connection but I don't see the user that starts with Snowflake... when I create a role in IAM.

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.
1,458 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-05T18:47:27.9966667+00:00
Purnima Sharma 0 Reputation points
answered 2024-09-06T14:20:41.9866667+00:00
Purnima Sharma 0 Reputation points
2 answers

Error while reading vault secret from ADF - Operation returned an invalid status code 'Forbidden'

Hi All, I have a setup a keyVault with RBAC The keyvault is configured to allow access from specific network. Private end point is configured as well and approved. Have provided KeyVault secret user role to the ADF system managed identity. When…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-08-17T15:13:58.1733333+00:00
Rupayan Biswas 0 Reputation points
commented 2024-09-06T14:14:44.3466667+00:00
Smaran Thoomu 14,300 Reputation points Microsoft Vendor
1 answer

How do I get the current date in an ADF Data Flow Sink action filename?

This is in Azure Data Factory. I have a data flow which has a sink to output to a .CSV file. I'd like to make the filename have the date like this: "out_20240906.csv". On the Sink action there is a "Filename" field where I can enter…

Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
10,520 questions
asked 2024-09-06T12:17:32.2633333+00:00
Chuck Roberts 85 Reputation points
answered 2024-09-06T13:05:45.1733333+00:00
Amira Bedhiafi 22,616 Reputation points