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2025 Data + AI World Tour Atlanta
Attending how to build Intelligent Agents at Databricks Data+AI World Tour 2025#Databricks #Data+AI #DatabricksWorldTour
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Great to hear, @agilecoach360! Please share your learnings and experience from the event with the Community, it would be really valuable for everyone. Looking forward to your insights.
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Parameters in dashboards data section passing via asset bundles
A new functionality allows deploy dashboards with a asset bundles. Here is an example :# This is the contents of the resulting baby_gender_by_county.dashboard.yml file. resources: dashboards: baby_gender_by_county: display_name: "Baby gen...
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- 12 replies
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I did however just found out there is parameterization possible.. dont know yet how to incorporate it into asset bundle deploy but at least i have a first step. You can use SELECT * FROM IDENTIFIER(:catalog || '.' || :schema || '.' || :table)Or hardc...
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- 575 Views
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I made an AI assistant for Databricks docs, let me know what you think!
Hello members of the Databricks community!I built this Ask AI chatbot/widget where I gave a custom LLM access to some of Databricks' docs to help answer technical questions for people using Databricks. I tried it on a couple of questions that resembl...
- 575 Views
- 2 replies
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Hi @matte_kapa_bul , how are you doing?First of all, congratulations on the initiative. I’ve tried to do something similar myself, and it’s very useful for locating documentation, but it doesn’t end up being very effective in solving some issues repo...
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- 722 Views
- 3 replies
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Got No such file or directory error while serving the endpoint
Hello Everyone!I'm using Databricks for my MLOps learning, and I'm following the tutorial, and I got an error while serving the endpoint. I need help in this.Problem Overview:I have created a basic LightGBM model and logged it in the Unity Catalog. T...
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To give you a quick recap, I’ve consolidated the code into a single file for clarity. Using the Iris dataset as an example, I first create a basic model with the scikit-learn flavor. Then, I create a PyFunc wrapper from the registered model and, fina...
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- 1478 Views
- 1 replies
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Resolved! Addressing Memory Constraints in Scaling XGBoost and LGBM: A Comprehensive Approach for High-Volume
Scaling XGBoost and LightGBM models to handle exceptionally large datasets—those comprising billions to tens of billions of rows—presents a formidable computational challenge, particularly when constrained by the limitations of in-memory processing o...
- 1478 Views
- 1 replies
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Hi @fiverrpromotion, As you mention, scaling XGBoost and LightGBM for massive datasets has its challenges, especially when trying to preserve critical training capabilities such as early stopping and handling of sparse features / high-cardinality cat...
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- 1373 Views
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Resolved! Problem with ray train and Databricks Notebook (Strange dbutils error)
Hi everyone,I'm running some code to train a multimodal Hugging Face model with SFTTrainer and TorchTrainer to use all GPU workers. When trying to execute trainer.fit() it gives me a dbutils serialization error,even I am not using dbutils directly in...
- 1373 Views
- 1 replies
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JavierS - The dbutils serialization error occurs in your code because dbutils is only available on the Databricks driver node and cannot be pickled or transferred to Spark or Ray worker nodes. This error can appear even if your code doesn't directly...
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- 873 Views
- 2 replies
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Resolved! Using merge Schema with spark.read.csv for inconsistent schemas
The Problem:A common data engineering challenge is reading a directory of CSV files where the schemas are inconsistent. For example, some files might have columns in a different order, or be missing certain columns altogether. The standard behavior o...
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- 2 replies
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Hey @JaydeepKhatri here are some helpful points to consider: Is this an officially supported, enhanced feature of the Databricks CSV reader? Based on internal research, this appears to be an undocumented “feature” of Spark running on Databricks. ...
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- 4415 Views
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Who's hiring? Latest Job Postings from the Databricks Community!
More than 10,000 organizations worldwide — including Block, Comcast, Condé Nast, Rivian, Shell and over 60% of the Fortune 500 — rely on the Databricks Data Intelligence Platform to take control of their data and put it to work with AI. Use this thre...
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Job Title - Engineering Data Analyst LeadCompany name- Wartsila Location - Mumbai Required years of experience- 8 years Link to apply - https://careers.wartsila.com/job-invite/46999/Job description;ResponsibilitiesTransform raw data into meaningful i...
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- 3493 Views
- 5 replies
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Talend ETL code to Databricks
Hi Team,What is the best way to transfer Talend ETL code to Databricks and what are the best methods/practices for migrating Talend ETL's to Databricks (notebook, code conversion/migration strategy, workflow's etc)?Regards,Janga
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Hi @Phani1 ,Were you able to complete the migration from Talend to Databricks? If yes, please do let me know the process / tools that you have used for the migration and the challenges that you have encountered. ThanksVamsi.
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- 1157 Views
- 6 replies
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Resolved! Databricks metastore
I have configured a new databricks workspace through my personal azure account. I cannot see the metastore. Since this is my personal account, I am the admin. Can you please guide me on how to enable the metastore. Thank you.
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Hello @anipar Good day!!Can you please confirm again if you can see the metastore here?Log in to your Databricks workspace.Click your username in the top bar and select "Manage Account" to open the account console AZURE (https://accounts.azuredatabri...
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- 448 Views
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Resolved! Dashboard embed: dashboard id is missing in token claim
We're trying to embed a dashboard following the example at https://learn.microsoft.com/en-us/azure/databricks/dashboards/embedding/external-embed#step-4-use-the-example-app-to-authenticate-and-generate-tokens The embed is displayed but with an error ...
- 448 Views
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Nevermind. I accidentally removed the external_viewer_id and external_value parameters. After adding them back it works as expected.
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- 425 Views
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Understanding Databricks Clean Rooms: Design, Access, and Cost Model
Hi everyone,I wanted to share some insights and clarifications around Databricks Clean Rooms, especially regarding how they are designed and how costs are calculated — something that can be a bit confusing when onboarding collaborators.What Are Clean...
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Resolved! Signed up for Customer Academy instead of Partner
Hello. Yesterday, I signed up for an account under my company email as a customer account. However, my intent was to sign up for a partner account and now it won't let me switch back. I sent a ticket to the academy team but have not received a reply ...
- 278 Views
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Hello @ericmedina! For issues with Academy access, the correct step is to raise a ticket with the Databricks support team. Since you’ve already submitted one, please allow some time for them to respond.
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- 3004 Views
- 6 replies
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Resolved! Spark connect client and server versions should be same for executing UDFs
I am trying to execute pandas UDF in databricks. It gives me the following error on serverless compute,File /local_disk0/.ephemeral_nfs/envs/pythonEnv-b11ff17c-9b25-4ccb-927d-06a7d1ca7221/lib/python3.11/site-packages/pyspark/sql/connect/client/core.p...
- 3004 Views
- 6 replies
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@chinmay0924 - You can change the serverless client image by selecting the environment panel in a Databricks Notebook (on the right pane) or in the "Environment and Libraries" section while configuring a Databricks Job Task. The set of available serv...
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- 541 Views
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Exam Suspended After Restarting the Exam — Ticket ID: 00744386
Hi Team,I am writing to raise a concern regarding my Databricks Certified Data Engineer Professional exam (Ticket ID: 00744386).During my exam session, the support representative initially requested me to show the entire room, including my bed, whi...
- 541 Views
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Hello @rajkishore028,Thank you for filing a ticket with our support team, Support team will respond shortly. Please note that we cannot provide support or handle exam suspensions via community. Thanks & Regards,@cert-ops
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