- 5316 Views
- 2 replies
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How to resolve "cannot import name 'Iterable' from 'collections'" error?
I'm running a DBR/Spark job using a container. I've set docker_image.url to `docker.io/databricksruntime/standard:13.3-LTS`, as well as the Spark env var `DATABRICKS_RUNTIME_VERSION=13.3`. At runtime, however, I'm encountering this error: ImportError...
- 5316 Views
- 2 replies
- 2 kudos
- 2 kudos
Go to Compute → Your Cluster / Job ComputeChange Databricks Runtime to:Databricks Runtime 13.3 LTSRe-run your job with the same container.
- 2 kudos
- 331 Views
- 6 replies
- 4 kudos
Extract all users from Databricks Groups
Hey everyone,we are trying to get an overview of all users that we have in our databricks groups. We have tried to do so with the REST API as well as the SQL-queries (with normal developer accounts as well as workspace administrator accounts). The pr...
- 331 Views
- 6 replies
- 4 kudos
- 4 kudos
Use the Databricks SQL system users tableSELECT * FROM system.usersOnly shows fully provisioned users Users pending invitation may not appear.
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- 197 Views
- 2 replies
- 1 kudos
How to create a lakebase table ?
Hi databricks community, I want to create a lakebase table that is synced with the delta table . So whenever the delta table is updated the changes should be available in lakebase table. Now I want to create a databricks streamlit application and ma...
- 197 Views
- 2 replies
- 1 kudos
- 1 kudos
Yes, it’s possible to have a Lakehouse table synced with a Delta table in Unity Catalog. You have a few options:Direct read: Register the Delta table in Unity Catalog and query it directly from your Streamlit app.Delta Live Tables (DLT): Create a DLT...
- 1 kudos
- 138 Views
- 1 replies
- 2 kudos
Databricks Advent Calendar 2025 #5
When something goes wrong, and your pattern is doing MERGEs per day in your jobs, backfill jobs will help you to reload many days in one shot.
- 138 Views
- 1 replies
- 2 kudos
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Full link of the actual blog for reference - https://www.databricks.com/blog/announcing-backfill-runs-lakeflow-jobs-higher-quality-downstream-data
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- 220 Views
- 1 replies
- 4 kudos
Databricks Advent Calendar 2025
With the first day of December comes the first window of our Databricks Advent Calendar. It’s a perfect time to look back at this year’s biggest achievements and surprises — and to dream about the new “presents” the platform may bring us next year. ...
- 220 Views
- 1 replies
- 4 kudos
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Fantastic kickoff to the Databricks Advent Calendar 2025 , appreciate you steering the series, @Hubert-Dudek!
- 4 kudos
- 136 Views
- 1 replies
- 1 kudos
Help me with the databricks streamlit application related doubt
Hi Databricks community ,Hi I have a doubt regarding databricks streamlit application . I have a databricks streamlit application that takes input values from the user through streamlit UI. Now I want to store these input values in a delta table in U...
- 136 Views
- 1 replies
- 1 kudos
- 1 kudos
Hi @gokkul ,Your app service principal needs to have a proper permission to write to UC table. You also need to use python databricks sdk to interact with UC object (i.e read/save a table).You can get some inspiration from following databricks cookbo...
- 1 kudos
- 497 Views
- 7 replies
- 4 kudos
How to Optimize Data Pipeline Development on Databricks for Large-Scale Workloads?
Hi everyone,I’m working on building and optimizing data pipelines in Databricks, especially for large-scale workloads, and I want to learn from others who have hands-on experience with performance tuning, architecture decisions, and best practices.I’...
- 497 Views
- 7 replies
- 4 kudos
- 4 kudos
Optimizing Databricks pipelines for large-scale workloads mostly comes down to smart architecture + efficient Spark practices.Key tips from real-world users:Use Delta Lake – for ACID transactions, incremental updates, and schema enforcement.Partition...
- 4 kudos
- 1388 Views
- 2 replies
- 2 kudos
Databricks community group in Kerala
Calling All Data Enthusiasts in Kerala! Hey everyone,I'm excited about the idea of launching a Databricks Community Group here in Kerala! This group would be a hub for learning, sharing knowledge, and networking among data enthusiasts, analysts, a...
- 1388 Views
- 2 replies
- 2 kudos
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Great initiative! It's good to see the tech community growing here. I’m representing Fegno Technologies, a web and mobile app development company in Kochi. We are always keen to stay updated on the latest data engineering trends and cloud platforms.
- 2 kudos
- 122 Views
- 0 replies
- 4 kudos
Databricks Advent Calendar 2025 #4
With the new ALTER SET, it is really easy to migrate (copy/move) tables. Quite awesome also when you need to make an initial load and have an old system under Lakehouse Federation (foreign tables).
- 122 Views
- 0 replies
- 4 kudos
- 3497 Views
- 5 replies
- 4 kudos
Find value in any column in a table
Hi,I'm not sure if this is a possible scenario, but is there, by any chance a way to query all the columns of a table for searching a value? Explanation: I want to search for a specific value in all the columns of a databricks table. I don't know whi...
- 3497 Views
- 5 replies
- 4 kudos
- 180 Views
- 2 replies
- 5 kudos
Databricks Advent Calendar 2025 #3
One of the biggest gifts is that we can finally move Genie to other environments by using the API. I hope DABS comes soon.
- 180 Views
- 2 replies
- 5 kudos
- 126 Views
- 0 replies
- 1 kudos
Databricks Advent Calendar Edition
Santa is coming to Lakehouse Town! From now until Christmas, I’ll be your guide on a Databricks journey – sharing one powerful Databricks feature every single day. https://www.linkedin.com/posts/bianca-stratulat_databricks-lakehouse-dataengineering-a...
- 126 Views
- 0 replies
- 1 kudos
- 130 Views
- 1 replies
- 1 kudos
How to build a chatbot in Databricks for ad‑hoc analytics questions?
Hi everyone,I’m exploring the idea of creating a chatbot within Databricks that can handle ad‑hoc business analytics queries. For example, I’d like users to be able to ask questions such as:“How many sales did we have in 2025?”“Which products had the...
- 130 Views
- 1 replies
- 1 kudos
- 1 kudos
Hi @laeforceable , if you have data in databricks platform then you can use Genie Room Capability to ask questions related to data..
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- 349 Views
- 3 replies
- 2 kudos
Resolved! Azure databrics Learning tutorials ADB+SQL,ADB+PYSPARK,ADB+PYTHON
Suggest me the best learning tutorials of Azure databricks with the combinations of pyspark,python,sql is the any learning web based tutorials from Databricks suggest me the best one from scratch to advanced
- 349 Views
- 3 replies
- 2 kudos
- 2 kudos
Hi @vijaypodili ,I can recommend Data Engineering Learning Path on Databricks Academy:https://customer-academy.databricks.com/On Udemy, there's an excellent course that covers all the important aspects of working with Databricks on a daily basis:Data...
- 2 kudos
- 262 Views
- 2 replies
- 4 kudos
Resolved! Unexpected Script Execution Differences on databricks.com vs Mobile-Triggered Runtimes
I’m noticing some unusual inconsistencies in how scripts execute on databricks.com compared to when the same workflow is triggered through a mobile-based API. On Databricks, the script runs perfectly when executed directly inside a cluster notebook. ...
- 262 Views
- 2 replies
- 4 kudos
- 4 kudos
Hi Ellie,What you’re seeing is actually quite common , the same script can behave slightly differently when: run interactively in a notebook on a cluster, vsrun as a job / via API trigger (or from a mobile wrapper hitting that API). It’s usually not ...
- 4 kudos
