- 4601 Views
- 1 replies
- 1 kudos
Resolved! Log Custom Transformer with Feature Engineering Client
Hi everyone,I'm building a Pyspark ML Pipeline where the first stage is to fill nulls with zero. I wrote a custom class to do this since I cannot find a Transformer that will do this imputation. I am able to log this pipeline using ML Flow log model ...
- 4601 Views
- 1 replies
- 1 kudos
- 1 kudos
Hi @WarrenO , thanks for sharing that with the detailed code! I was able to reproduce the error, specifically the following error: AttributeError: module '__main__' has no attribute 'CustomAdder'File <command-1315887242804075>, line 3935 evaluator = ...
- 1 kudos
- 7127 Views
- 3 replies
- 0 kudos
Error code 403 - Invalid access to Org
I am trying to make a GET /api/2.1/jobs/list call in a Notebook to get a list of all jobs in my workspace but am unable to do so due to a 403 "Invalid access to Org" error message. I am using a new PAT and the endpoint is correct. I also have workspa...
- 7127 Views
- 3 replies
- 0 kudos
- 0 kudos
Hey did you make any progress on the error? I'm experiencing the same in my environment. Thanks!
- 0 kudos
- 949 Views
- 0 replies
- 0 kudos
The Hidden Security Risks in Stored Procedure Migrations—What Databricks Exposed
Your stored procedure migration to DB isn't just a 'copy-paste' job - it's a security nightmare waiting to happen.We discovered our 'trusted' stored procedures had hidden access patterns that nearly compromised our entire data governance model. Here'...
- 949 Views
- 0 replies
- 0 kudos
- 2467 Views
- 0 replies
- 1 kudos
The Hidden Pitfalls of Snowflake to Databricks Migrations
Everyone's rushing their Snowflake to Databricks migration, and they're setting themselves up for failure.After leading multiple enterprise migrations to Databricks last quarter, here's what shocked me: The technical lift isn't the hard part. It's th...
- 2467 Views
- 0 replies
- 1 kudos
- 3151 Views
- 1 replies
- 1 kudos
📊 Simplifying CDC with Databricks Delta Live Tables & Snapshots 📊
In the world of data integration, synchronizing external relational databases (like Oracle, MySQL) with the Databricks platform can be complex, especially when Change Data Feed (CDF) streams aren’t available. Using snapshots is a powerful way to mana...
- 3151 Views
- 1 replies
- 1 kudos
- 1 kudos
Hi AjayCan apply changes into snapshot handle re-processing of an older snapshot? UseCase:- Source has delivered data on day T, T1 and T2. - Consumers realise there is an error on the day T data, and make a correction in the source. The source redel...
- 1 kudos
- 2227 Views
- 1 replies
- 4 kudos
Consideration Before Migrating Hive Tables to Unity Catalog
Databricks recommends four methods to migrate Hive tables to Unity Catalog, each with its pros and cons. The choice of method depends on specific requirements.SYNC: A SQL command that migrates schema or tables to Unity Catalog external tables. Howeve...
- 2227 Views
- 1 replies
- 4 kudos
- 4 kudos
This is a great solution! The post effectively outlines the methods for migrating Hive tables to Unity Catalog while emphasizing the importance of not just performing a simple migration but transforming the data architecture into something more robus...
- 4 kudos
- 6856 Views
- 3 replies
- 3 kudos
Resolved! Feature Engineering for Data Engineers: Building Blocks for ML Success
For a UK Government Agency, I made a Comprehensive presentation titled " Feature Engineering for Data Engineers: Building Blocks for ML Success". I made an article of it in Linkedlin together with the relevant GitHub code. In summary the code delve...
- 6856 Views
- 3 replies
- 3 kudos
- 3 kudos
This is a fantastic post! The detailed explanation of feature engineering, from handling missing values to using Variational Autoencoders (VAEs) for synthetic data generation, provides invaluable insights for improving machine learning models. The ap...
- 3 kudos
- 23409 Views
- 3 replies
- 7 kudos
Comprehensive Guide to Databricks Optimization: Z-Order, Data Compaction, and Liquid Clustering
Optimizing data storage and access is crucial for enhancing the performance of data processing systems. In Databricks, several optimization techniques can significantly improve query performance and reduce costs: Z-Order Optimize, Optimize Compaction...
- 23409 Views
- 3 replies
- 7 kudos
- 6249 Views
- 0 replies
- 0 kudos
How can Databricks AI/BI Genie, RAG, & LLMs seamlessly coexist with MS Copilot to drive innovation?
The future of enterprise productivity and analytics lies in the seamless integration of advanced tools like Databricks Genie AI/BI, RAG & LLMs and Microsoft Copilot. While each serves distinct purposes, their coexistence can unlock unparalleled value...
- 6249 Views
- 0 replies
- 0 kudos
- 3491 Views
- 0 replies
- 1 kudos
How Databricks Empowers Scalable Data Products Through Medallion Mesh Architecture?
Unlock the Power of Your Data: Solving Fragmentation and Governance Challenges!In today’s fast-paced, data-driven enterprises, fragmented data and governance issues create roadblocks to decision-making and innovation. Traditional architectures strugg...
- 3491 Views
- 0 replies
- 1 kudos
- 879 Views
- 0 replies
- 0 kudos
Rebuilding and Re-Platforming Your Databricks Lakehouse with Serverless Compute
Dear Databricks Community,In today’s fast-paced data landscape, managing infrastructure manually can slow down innovation, increase costs, and limit scalability. Databricks Serverless Compute solves these challenges by eliminating infrastructure over...
- 879 Views
- 0 replies
- 0 kudos
- 4380 Views
- 0 replies
- 3 kudos
Mapping Compliance Standards to Industries: A Comprehensive Guide
Brief Guideline: Mapping Compliance Standards to IndustriesThis guide provides a detailed mapping of various compliance standards to their respective industries, highlighting the specific sectors and descriptions for each standard. Understanding thes...
- 4380 Views
- 0 replies
- 3 kudos
- 4266 Views
- 3 replies
- 0 kudos
Getting data from Databricks into Excel using Databricks Jobs API
If you have your data in Databricks, but like to analyse it in Excel, you can use Web API on Power Query. It allows you to not just query an existing table, but also trigger the execution of a PySpark notebook using Databricks Jobs API, and get the d...
- 4266 Views
- 3 replies
- 0 kudos
- 0 kudos
Got it, yes you have specified the same in your message. Thanks for sharing.
- 0 kudos
- 3154 Views
- 1 replies
- 3 kudos
How to Grant Workspace Admin Permissions to an ID Using Parent Groups
Hello,There are several ways to grant Workspace Admin permissions in Databricks. While this may seem straightforward, I found it a bit confusing when I started using Databricks, so I’d like to share my experience. This guide is aimed at beginners.How...
- 3154 Views
- 1 replies
- 3 kudos
- 3 kudos
Thanks for sharing this is great!
- 3 kudos
- 849 Views
- 0 replies
- 0 kudos
Learn Data Engineering on Databricks step by step
For new aspiring Data Engineers, it has always been difficult to start their learning. With decade of experience in Data Engineering now I have put together a series of article that can help new aspirants. The list is small attempt to help new Data E...
- 849 Views
- 0 replies
- 0 kudos
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