- 78 Views
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Hello Community Folks -Did anyone implemented migration of notebooks that is in workspace to production databricks workspace using Databricks Asset Bundle? If so can you please help me with any documentation which I can refer? Thanks!!RegardsNiruban ...
- 78 Views
- 1 replies
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Latest Reply
Hi @niruban, Migrating notebooks from one Databricks workspace to another using Databricks Asset Bundles is a useful approach.
Let me guide you through the process and provide relevant documentation.
Databricks Asset Bundles Overview:
Databricks ...
- 103 Views
- 1 replies
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I have a DLT pipeline, where all tables are non-streaming (materialized views), except for the last one, which needs to be append-only, and is therefore defined as a streaming table.The pipeline runs successfully on the first run. However on the seco...
- 103 Views
- 1 replies
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Hi @Oliver_Angelil, It appears that you’re encountering an issue with your DLT (Databricks Delta Live Tables) pipeline, specifically related to having an append-only table at the end of the pipeline.
Let’s explore some potential solutions:
Stream...
- 73 Views
- 1 replies
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I use AWS Databricks which has an SSO&Scim integration with AAD. I generated an SPN in AAD, synced it to Databricks, and want to use this SPN with using AAD client secrets to use Databricks SDK. But it doesnt work. I dont want to generate another tok...
- 73 Views
- 1 replies
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Hi @BerkerKozan, It sounds like you’re trying to set up provisioning to Databricks using Microsoft Entra ID (formerly known as Azure Active Directory) and encountering some issues.
Let’s break down the steps and address your concerns:
Provisionin...
by
sasi2
• New Contributor II
- 246 Views
- 1 replies
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Hi, Is there any connectivity pipeline established already to access MuleSoft or AnyPoint exchange data using Databricks. I have seen many options to access databricks data in mulesoft but can we read the data from Mulesoft into databricks. Please gi...
- 246 Views
- 1 replies
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Hi @sasi2, Connecting MuleSoft or AnyPoint to exchange data with Databricks is possible, and there are several options you can explore.
Let’s dive into some solutions:
Using JDBC Driver for Databricks in Mule Applications:
The CData JDBC Driver...
- 2477 Views
- 7 replies
- 4 kudos
Hello, we have Databricks Python workbooks accessing Delta tables. These workbooks are scheduled/invoked by Azure Data Factory. How can I enable Photon on the linked services that are used to call Databricks?If I specify new job cluster, there does n...
- 2477 Views
- 7 replies
- 4 kudos
Latest Reply
When you create a cluster on Databricks, you can enable Photon by selecting the "Photon" option in the cluster configuration settings. This is typically done when creating a new cluster, and you would find the option in the advanced cluster configura...
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subha2
• New Contributor II
- 340 Views
- 1 replies
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There are some tables under schema/database under Unity Catalog.The Notebook need to read the table parallel using loop and thread and execute the query configuredBut the sql statement is not getting executed via spark.sql() or spark.read.table().It ...
- 340 Views
- 1 replies
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Latest Reply
Hi @subha2, It seems you’re encountering an issue related to executing SQL statements in Spark.
Let’s troubleshoot this step by step:
Check the Unity Catalog Configuration:
Verify that the Unity Catalog configuration is correctly set up. Ensure t...
- 79 Views
- 1 replies
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I have Data Engineering Pipeline workload that run on Databricks.Job cluster has following configuration :- Worker i3.4xlarge with 122 GB memory and 16 coresDriver i3.4xlarge with 122 GB memory and 16 cores ,Min Worker -4 and Max Worker 8 We noticed...
- 79 Views
- 1 replies
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Hi @DBX-2024,
Let’s break down your questions:
High CPU Utilization Spikes: Are They Problematic?
High CPU utilization spikes can be problematic depending on the context. Here are some considerations:
Normal Behavior: It’s common for CPU utilizat...
- 82 Views
- 1 replies
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As of this morning we started receiving the following error message on a Databricks job with a single Pyspark Notebook task. The job has not had any code changes in 2 months. The cluster configuration has also not changed. The last successful run of ...
- 82 Views
- 1 replies
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Hi @smukhi, The error message you’re encountering, specifically the “Py4JJavaError” with the “Missing Credential Scope” issue, can be quite puzzling.
Let’s explore some potential solutions and ideas to troubleshoot this problem:
Check Cluster Con...
by
Skr7
• New Contributor
- 7 Views
- 0 replies
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Hi, I'm implementing Databricks Asset bundles, my scripts are in GitHub and my /resource has all the .yml of my Databricks workflow which are pointing to the main branch git_source:
git_url: https://github.com/xxxx
git_provider: ...
- 7 Views
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- 237 Views
- 1 replies
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The chunk of code in questionsys.path.append(
spark.conf.get("util_path", "/Workspace/Repos/Production/loch-ness/utils/")
)
from broker_utils import extract_day_with_suffix, proper_case_address_udf, proper_case_last_name_first_udf, proper_case_ud...
- 237 Views
- 1 replies
- 0 kudos
Latest Reply
Hi @gabe123 , It seems like you’re encountering a ModuleNotFoundError when trying to import the broker_utils module in your Python code.
Let’s troubleshoot this issue step by step:
Check Module Location:
First, ensure that the broker_utils.py fil...
- 102 Views
- 1 replies
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Hello,I am working on a Spark job where I'm reading several tables from PostgreSQL into DataFrames as follows: df = (spark.read
.format("postgresql")
.option("query", query)
.option("host", database_host)
.option("port...
- 102 Views
- 1 replies
- 0 kudos
Latest Reply
Hi @lieber_augustin, Optimizing the performance of your PostgreSQL queries involves several considerations.
Let’s address both the potential optimizations and the reason behind multiple Scan JDBCRelation operations.
Database Design:
Properly des...
by
Husky
• New Contributor III
- 1203 Views
- 4 replies
- 1 kudos
Context:IDE: IntelliJ 2023.3.2Library: databricks-connect 13.3Python: 3.10Description:I develop notebooks and python scripts locally in the IDE and I connect to the spark cluster via databricks-connect for a better developer experience. I download a...
- 1203 Views
- 4 replies
- 1 kudos
Latest Reply
Late to the discussion, but I too was looking for a way to do this _programmatically_, as opposed to the UI.The solution I landed on was using the Python SDK (though you could assuredly do this using an API request instead if you're not in Python):w ...
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- 83 Views
- 4 replies
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Hi,I have configured 20 different workflows in Databricks. All of them configured with job cluster with different name. All 20 workfldows scheduled to run at same time. But even configuring different job cluster in all of them they run sequentially w...
- 83 Views
- 4 replies
- 0 kudos
Latest Reply
Hi @Kaniz Attaching the screenshots of 5 of the workflows which schedule at same time
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dbdude
• New Contributor II
- 4513 Views
- 4 replies
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Why can I use boto3 to go to secrets manager to retrieve a secret with a personal cluster but I get an error with a shared cluster?NoCredentialsError: Unable to locate credentials
- 4513 Views
- 4 replies
- 0 kudos
Latest Reply
Husky
New Contributor III
Hey @dbdude, I am facing the same error. Did you find a solution to access the AWS credentials on a Shared Cluster?This article describes a way of storing credentials in a Unity Catalog Volume to fetch by the Shared Cluster:https://medium.com/@amluci...
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- 51 Views
- 2 replies
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Hello, I am trying to connect the power bi semantic model output (basically the data that has already been pre processed) to databricks. Does anybody know how to do this? I would like it to be an automated process so I would like to know any way to p...
- 51 Views
- 2 replies
- 0 kudos
Latest Reply
Hi @madhumitha, Connecting Power BI semantic model output to Databricks can be done in a few steps.
Here are a couple of options:
Databricks Power Query Connector:
The new Databricks connector is natively integrated into Power BI. You can configu...
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