- 3379 Views
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Resolved! What’s the difference between the Free/Community Edition vs the fully paid version of Databricks, an
Databricks has a free version (called Community Edition) and a paid version. What are the main differences between them, and what things can’t I do in the free version that I can do in the paid one?
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Hi @Suheb .The Free Edition is intended for students, hobbyists, and aspiring data and AI professionals. It is not intended for commercial use. In addition, the Free Edition is subject to the following limitations:Databricks Free Edition limitations ...
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- 568 Views
- 1 replies
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Missing warehouse id/metadata for the system compute warehouse table
I ran the following queries for a specific warehouse_id = '54a93d2138433216' SELECT * FROM system.billing.usage WHERE usage_metadata.warehouse_id = '54a93d2138433216';SELECT * FROM system.compute.warehouse_events WHERE warehouse_id = '54a93d213843321...
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Hello @Danish1105! This post duplicates a recent post you shared. A response has already been provided there. Please continue the discussion in that thread to keep the conversation organized.
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- 2776 Views
- 4 replies
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Resolved! What’s the easiest way to import my local dataset into Databricks for analysis?
How can I upload a data file (like a CSV, Excel, or JSON file) from my computer into Databricks so I can start analyzing it there?
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- 4 replies
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For large size relational Databases like from Oracle how can we move to Azure databricks. Non-unity catalog to unity catalog?
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- 1977 Views
- 2 replies
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Resolved! How does Databricks handle versioning of notebooks or jobs, and what good practices should newcomers
When you create notebooks or jobs in Databricks, how does Databricks keep track of different versions or changes? And what should beginners do to manage versions safely and effectively?
- 1977 Views
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Hi @Suheb,That’s a great question, version control is one of the most important things to get right early on.As a best practice, you should never run notebooks directly in production. Instead, notebooks should be treated as development assets, once v...
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- 1730 Views
- 1 replies
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Python Async db connection to databricks
How to connect to azure databricks using sqlalchemy asynchronously
- 1730 Views
- 1 replies
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Databricks SQL Connector is fundamentally synchronous - it doesn't have native async/await support. This creates an inherent mismatch when you want to use it in an async Python application. Why This Matters When you make a database query ...
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- 1163 Views
- 3 replies
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Streamlining App Development with Databricks Marketplace and API Integrations
Hi everyone,I’m interested in discussing how Databricks Marketplace and API integrations can be leveraged to speed up and simplify application development. With the growing need for data-driven apps, I’d like to hear from the community about practica...
- 1163 Views
- 3 replies
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Leveraging Databricks Marketplace and APIs can significantly speed up data-driven app development. The Marketplace gives quick access to validated datasets, ML models, and connectors, reducing time spent on sourcing and infrastructure setup. For inte...
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- 1662 Views
- 1 replies
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Resolved! Creating links in embedded dashboards
I am curious what Databricks AI/BI's capabilities are in terms of linking out other dashboards in your dashboards. Can I create a text box that links out another dashboard? I noticed you can also create links in a pivot table. What will happen if I e...
- 1662 Views
- 1 replies
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You can add a text widget to the canvas to insert hyperlinks to any URL, including other dashboards.In pivot tables, you can define URL paths for cell values from the Actions tab to make them clickable.For navigation within a dashboard, use “drill th...
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- 1262 Views
- 1 replies
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Attempting to Use VSCode Extension: Error: No sync destination found
Hello,I have the Databricks Extension + Databricks Connect Python module installed.I am connected to the target environment with a running cluster and I have all green checkmarks under the "Configuration" section.However, when testing a python file a...
- 1262 Views
- 1 replies
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The error message "No sync destination found" when running your Python file in Databricks with the Extension and Databricks Connect module, even with all green configuration checkmarks, typically indicates a configuration issue with the sync destinat...
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- 914 Views
- 2 replies
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What’s the easiest way to clean and transform data using PySpark in Databricks?
You have some raw data (like messy Excel files, CSVs, or logs) and you want to prepare it for analysis — by removing errors, fixing missing values, changing formats, or combining columns — using PySpark (Python for Apache Spark) inside Databricks.
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The easiest way to clean and transform data using PySpark in Databricks is by leveraging the DataFrame API. Start by loading data into a Spark DataFrame with spark.read. Use built-in functions like dropna, fillna, and withColumn to handle missing val...
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- 1287 Views
- 1 replies
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How to Leverage Databricks for End-to-End AI Model Development
Hi everyone,I’m exploring how to use Databricks as a platform for end-to-end AI and machine learning model development, and I’d love to get insights from professionals and practitioners who have hands-on experience.Specifically, I’m curious about:Set...
- 1287 Views
- 1 replies
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You can leverage Databricks for end-to-end AI model development by using its Lakehouse Platform, which unifies data engineering, analytics, and machine learning in one workspace. Start by ingesting and transforming data using Apache Spark and Delta L...
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- 3483 Views
- 4 replies
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Resolved! Try Databricks sign up failed
Hi, I am trying to use Databricks with the community edition. However, when I tried to create an account, the sign-up failed after I completed the puzzle.
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- 4 replies
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- 505 Views
- 1 replies
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- 505 Views
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We are going to need a little more information to better help you. What is the scenario? Louis
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- 1754 Views
- 1 replies
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Why keep both Azure OpenAI and Databricks?
Hi everyone,I’m curious to hear your thoughts on the benefits of having both Azure OpenAI and Azure Databricks within the same ecosystem.From what I can see, Databricks provides a strong foundation for data engineering, governance, and model lifecycl...
- 1754 Views
- 1 replies
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Two use case I can think of is RAG:Use Databricks for vector indexing (e.g., via Delta Lake or FAISS) and Azure OpenAI for inference.Example: A chatbot that queries Databricks-hosted documents and uses GPT-4 for response generation.Agentic Workflows:...
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- 899 Views
- 2 replies
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Resolved! Ingesting data from APIs Like Shopify (for orders), Meta Ads, Google Ads etc
Hi,I am and trying to create some table by calling APIs of Shopify/Meta Ads/Google Ads and so on. Where will I make the API call ? Is making API calls in Notebooks considered standard way to ingest in these cases. I intend to make a daily call to ge...
- 899 Views
- 2 replies
- 1 kudos
- 652 Views
- 0 replies
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Databricks One
Databricks One is a user interface designed for business users, giving them a single, intuitive entry point to interact with data and AI in Azure Databricks, without needing to navigate technical concepts such as clusters, queries, models, or noteboo...
- 652 Views
- 0 replies
- 4 kudos
