Hi Folks,My understanding isSELECT *FROM table_changes('mytable', x)should return all changes from version x through the latest available version, regardless of when I run it. However what happen to me is:When immediately after a streaming table upda...
Hello @Jim ,I completed all four modules of Learning Pathway 1 (Associate Data Engineering) for the Advanced Learning Festival on July 6, 2026, the published end date of the event. My Academy account email is [datasci.patel.rupesh@gmail.com]. Screens...
I am a beginner for Data Bricks. Want to learn from the scratch.
Hi @Shaily_DBA, If you're new to Databricks and want to start from scratch, I'd recommend beginning with Databricks Free Edition. It’s free to use, designed for learners and aspiring data/AI professionals, and gives you a hands-on environment to star...
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hello everyone, I'm trying use spotify's api to analyse my music data, but i'm receiving a error during authentication, specifically when I try get the token, above my code.Is it a databricks bug?pip install spotipyfrom spotipy.oauth2 import SpotifyO...
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Summary:from_utc_timestamp(current_timestamp(), '<tz>') produces an incorrect (future-shifted) timestamp whenever the Spark session timezone is already set to something other than UTC. This is a very common pattern for teams stamping dp_load_ts/creat...
Summary:We configured Lakebase CDF to stream changes from a native Postgres table (public.query_logs) into Unity Catalog, but the destination Delta table never appears despite completing all documented prerequisites.Steps taken1. Created query_logs ...
Most likely this is a Free Edition storage limitation rather than a bug, and your Postgres-side setup sounds correct. Lakebase CDF writes its destination as a Unity Catalog managed Delta table, and the Lakebase CDF docs list catalogs backed by defaul...
I was referring to the doc - https://kb.databricks.com/clusters/spark-executor-memory.In general total off heap memory is = spark.executor.memoryOverhead + spark.offHeap.size. The off-heap mode is controlled by the properties spark.memory.offHeap....
Getting 'Unauthorized Access' when Serverless compute is trying to read s3 bucket data, same works fine with normal compute storage and external location, credentials, IAM policy and serverless egress rules all seems to be correct because normal comp...
Your read is right, and fair point on the allowlist: editing network policies is part of serverless egress control, which is an Enterprise capability, so on Premium the propagation window is the path. Your timing hypothesis matches how this works int...
As the subject states, my question is:Is it required to run the Ingestion Pipeline in Lakeflow Connect on Serverless compute? Cause I try to define my own cluster in the DAB, but it raises an error:`Error: cannot create pipeline: You cannot provide c...
Yes — Lakeflow Connect ingestion pipelines always run on Serverless compute. Databricks overrides your compute config and switches back to serverless,because the ingestion connector requires it.
Environment:Bundle engine: directResource type: Volume (Unity Catalog)Problem:I'm trying to use the lifecycle field with prevent_destroy: true on a Unity Catalog volume resource in my Declarative Automation Bundle (DAB). the validation fails with:Err...
Artificial intelligence has moved beyond chatbots and predictive models. Today, enterprises are adopting AI agents that can retrieve information, analyze business data, automate workflows, and support decision-making across departments.The success of...
Hi all,Since two days ago we've been getting sporadic Python import failures on DBR 17.3, with no change on our side. The errors are either "cannot import name ..." or "no module named ...", and they come and go: the same code fails on one run and pa...
Thank you for your reply, we have already filed a support ticket. We might look into packaging our code as wheel if there is no other way.
We have a python module (WidgetUtil.py) that sits in the same folder as our notebook. For the past few years we have been using a simple import statement to use it. Starting with DBR18.0 the imports fails intermittently (25% of the time) when running...
Hi, are you aware if this is also affecting Databricks Free Edition environment v5 ? I think I am having the same issue.Thanks.
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