--- title: Azure Databricks Reviews meta\_title: 'Azure Databricks Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 239 reviews by the users' company size, role or industry to find out how Azure Databricks works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 239 scale: '5' date\_modified: '2026-08-10' parent\_category: name: Big Data url: https://www.g2.com/categories/big-data --- ### Azure Databricks Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users find Azure Databricks to be **very easy to use and implement** , enhancing their development experience significantly. [(9 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1042715&qs=pros-and-cons#reviews) Users value the **rich feature set** of Azure Databricks, highlighting its excellent integration and support for multiple languages. [(8 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1042693&qs=pros-and-cons#reviews) Users value the **seamless integrations** of Azure Databricks with Azure services, enhancing efficiency and simplifying workflows. [(6 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043321&qs=pros-and-cons#reviews) Users benefit from the **impressive speed** of Azure Databricks for large-scale data processing and implementation. [(5 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043292&qs=pros-and-cons#reviews) Users value the **efficiency of analytics** in Azure Databricks, enabling streamlined data processing and insights generation. [(4 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043157&qs=pros-and-cons#reviews) Users find Azure Databricks' **complexity** challenging, particularly during initial setup and cluster management. [(3 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2304252&qs=pros-and-cons#reviews) Users find the **difficult setup** of Azure Databricks challenging, making initial configuration a complex process. [(3 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2304372&qs=pros-and-cons#reviews) Users experience a **steep learning curve** with Azure Databricks, finding it challenging while adapting to its complexity. [(3 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043126&qs=pros-and-cons#reviews) Users experience **slow performance** with Azure Databricks, particularly during cluster startup and parallel processing tasks. [(3 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2265547&qs=pros-and-cons#reviews) Users often find **unclear pricing** for Azure Databricks, as costs can escalate quickly without proper monitoring. [(3 mentions)](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043605&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Azure Databricks ##### 1. Ease of Use Users find Azure Databricks to be **very easy to use and implement** , enhancing their development experience significantly. [ See 9 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1042715&qs=pros-and-cons#reviews) See Related User Reviews SA Suraj A. Mid-Market (51-1000 emp.) 5.0/5 "Azure Databricks: Unified, Scalable Data Platform That Boosts Productivity" What do you like about Azure Databricks? What I like best about Azure Databricks is how it simplifies large-scale data processing while still giving flexibility to engineers. From my experien ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you like about Azure Databricks? The platform manages large-scale data processing with impressive smoothness, and its interface becomes quite user-friendly after a short learning curv ##### 2. Features Users value the **rich feature set** of Azure Databricks, highlighting its excellent integration and support for multiple languages. [ See 8 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1042693&qs=pros-and-cons#reviews) See Related User Reviews SA Suraj A. Mid-Market (51-1000 emp.) 5.0/5 "Azure Databricks: Unified, Scalable Data Platform That Boosts Productivity" What do you like about Azure Databricks? What I like best about Azure Databricks is how it simplifies large-scale data processing while still giving flexibility to engineers. From my experien ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you like about Azure Databricks? The platform manages large-scale data processing with impressive smoothness, and its interface becomes quite user-friendly after a short learning curv ##### 3. Integrations Users value the **seamless integrations** of Azure Databricks with Azure services, enhancing efficiency and simplifying workflows. [ See 6 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043321&qs=pros-and-cons#reviews) See Related User Reviews SA Suraj A. Mid-Market (51-1000 emp.) 5.0/5 "Azure Databricks: Unified, Scalable Data Platform That Boosts Productivity" What do you like about Azure Databricks? What I like best about Azure Databricks is how it simplifies large-scale data processing while still giving flexibility to engineers. From my experien ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you like about Azure Databricks? The platform manages large-scale data processing with impressive smoothness, and its interface becomes quite user-friendly after a short learning curv ##### 4. Speed Users benefit from the **impressive speed** of Azure Databricks for large-scale data processing and implementation. [ See 5 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043292&qs=pros-and-cons#reviews) See Related User Reviews SA Suraj A. Mid-Market (51-1000 emp.) 5.0/5 "Azure Databricks: Unified, Scalable Data Platform That Boosts Productivity" What do you like about Azure Databricks? What I like best about Azure Databricks is how it simplifies large-scale data processing while still giving flexibility to engineers. From my experien ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you like about Azure Databricks? The platform manages large-scale data processing with impressive smoothness, and its interface becomes quite user-friendly after a short learning curv ##### 5. Analytics Users value the **efficiency of analytics** in Azure Databricks, enabling streamlined data processing and insights generation. [ See 4 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043157&qs=pros-and-cons#reviews) See Related User Reviews SA Suraj A. Mid-Market (51-1000 emp.) 5.0/5 "Azure Databricks: Unified, Scalable Data Platform That Boosts Productivity" What do you like about Azure Databricks? What I like best about Azure Databricks is how it simplifies large-scale data processing while still giving flexibility to engineers. From my experien ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you like about Azure Databricks? The platform manages large-scale data processing with impressive smoothness, and its interface becomes quite user-friendly after a short learning curv ### 5 Cons or Disadvantages of Azure Databricks ##### 1. Complexity Users find Azure Databricks' **complexity** challenging, particularly during initial setup and cluster management. [ See 3 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2304252&qs=pros-and-cons#reviews) See Related User Reviews ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you dislike about Azure Databricks? Sometimes, the platform can seem a little complicated for newcomers, and it may take some time for clusters to start up. Managing costs is not always ![Jhcghbv K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jhcghbv K.") JK Jhcghbv K. Mid-Market (51-1000 emp.) 2.5/5 "Impressive Data Transfer, But Room for Improvement" What do you dislike about Azure Databricks? This is the complex setup . Do not optimisation ##### 2. Difficult Setup Users find the **difficult setup** of Azure Databricks challenging, making initial configuration a complex process. [ See 3 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2304372&qs=pros-and-cons#reviews) See Related User Reviews ![Jhcghbv K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Jhcghbv K.") JK Jhcghbv K. Mid-Market (51-1000 emp.) 2.5/5 "Impressive Data Transfer, But Room for Improvement" What do you dislike about Azure Databricks? This is the complex setup . Do not optimisation ![NOOR A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "NOOR A.") NA NOOR A. Enterprise (\> 1000 emp.) 5.0/5 "A Powerful and Reliable Platform for Scalable Data Engineering" What do you dislike about Azure Databricks? Although Azure Databricks is powerful, a few areas could be improved. The initial setup and environment configuration can be slightly complex for new ##### 3. Learning Curve Users experience a **steep learning curve** with Azure Databricks, finding it challenging while adapting to its complexity. [ See 3 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043126&qs=pros-and-cons#reviews) See Related User Reviews ![Akshat G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Akshat G.") AG Akshat G. Small-Business (50 or fewer emp.) 4.5/5 "Effortless Data Processing and Seamless Azure Integration" What do you dislike about Azure Databricks? Sometimes, the platform can seem a little complicated for newcomers, and it may take some time for clusters to start up. Managing costs is not always ![Lakshmi B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lakshmi B.") LB Lakshmi B. Enterprise (\> 1000 emp.) 5.0/5 "“Robust cloud-based big data platform for migration and day-to-day analytics”" What do you dislike about Azure Databricks? Cluster start-up times can still be slow for quick tests. Pricing is consumption-based and can become expensive if clusters are left running or poorly ##### 4. Slow Performance Users experience **slow performance** with Azure Databricks, particularly during cluster startup and parallel processing tasks. [ See 3 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=2265547&qs=pros-and-cons#reviews) See Related User Reviews ![NOOR A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "NOOR A.") NA NOOR A. Enterprise (\> 1000 emp.) 5.0/5 "A Powerful and Reliable Platform for Scalable Data Engineering" What do you dislike about Azure Databricks? Although Azure Databricks is powerful, a few areas could be improved. The initial setup and environment configuration can be slightly complex for new ![firesavant f.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "firesavant f.") FF firesavant f. 4.5/5 "Efficient but Needs More Compute Power" What do you dislike about Azure Databricks? I find configuring Azure Databricks and connecting it to Visual Studio Code to be quite challenging. Additionally, I feel that the parallel processing ##### 5. Unclear Pricing Users often find **unclear pricing** for Azure Databricks, as costs can escalate quickly without proper monitoring. [ See 3 mentions ](https://www.g2.com/products/azure-databricks/reviews?filters%5Bsentiment_snippet%5D=1043605&qs=pros-and-cons#reviews) See Related User Reviews ![NOOR A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "NOOR A.") NA NOOR A. Enterprise (\> 1000 emp.) 5.0/5 "A Powerful and Reliable Platform for Scalable Data Engineering" What do you dislike about Azure Databricks? Although Azure Databricks is powerful, a few areas could be improved. The initial setup and environment configuration can be slightly complex for new ![Lakshmi B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Lakshmi B.") LB Lakshmi B. Enterprise (\> 1000 emp.) 5.0/5 "“Robust cloud-based big data platform for migration and day-to-day analytics”" What do you dislike about Azure Databricks? Cluster start-up times can still be slow for quick tests. Pricing is consumption-based and can become expensive if clusters are left running or poorly ## Top-Rated Alternatives [ ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") Alteryx 4.6/5(893) ](https://www.g2.com/products/alteryx/reviews) [ ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") Snowflake 4.6/5(764) ](https://www.g2.com/products/snowflake/reviews) [ ![Splunk Enterprise](https://images.g2crowd.com/uploads/product/hd_favicon/b92838221b8df42dd6b5bb09c9f8ff55/splunk-enterprise.svg "Splunk Enterprise") Splunk Enterprise 4.3/5(434) ](https://www.g2.com/products/splunk-enterprise/reviews) [ View All Alternatives ](https://www.g2.com/products/azure-databricks/competitors/alternatives) ![Ayush S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ayush S.") AS Ayush S. Enterprise (\> 1000 emp.) 6/23/2023 "Easy, Reliable & Trustworthy Data Transfer Companion" 5/5 What do you like best about Azure Databricks? 1. Easy to implement complex transformation logic through drag-and-drop gems. 2. Great tool for people with little to no knowledge of SQL. 3. Easy to integrate with source and target data sources. Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? 1. Lots of learning is required to use Microsoft Azure ecosystem fully. 2. Really lengthy and complex transformations require data validation at each step of the transformation. Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? Azure Databricks is an online big data and analytics platform that primarily solves the problem of data processing and scalability of workloads using Azure's infrastructure. People with little to no experience (technical knowledge of the flow of data required) can easily use Azure Databricks and transform their big data as per needs Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Ishant T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ishant T.") IT Ishant T. Mid-Market (51-1000 emp.) 6/30/2023 "Superb Product" 5/5 What do you like best about Azure Databricks? Optimised Clusters Seamless connectivity with other Azure applications Easy-to-use Notebooks and SQL workspace Unity Catalogue to maintain the hierarchy Connectivity with GIT Overall my experience is very good with Azure Databricks. Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? Clusters are a bit costly when it comes to Real-Time Data Processing It isn't easy to maintain folder structure in our codebase, and because of this, we can't use the OOPS concept and design pattern in our code. So we need to use the GIT Repos instead. Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? We use Azure Databricks to create ETL/ELT pipelines and for Real-Time Data Processing using Kafka. And we use Azure Databricks to train ML models as per our business requirements. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite UG Udit G. Enterprise (\> 1000 emp.) 4/1/2023 "Using it for last 2 years. It is a Powerful, scalable, and user-friendly platform for analytics" 5/5 What do you like best about Azure Databricks? Azure Databricks is designed to scale up or down quickly, enabling our system to handle large-scale data processing requirements It supports multiple languages, including Python, R, Scala, and SQL, making it easy for our data scientists and developers to collaborate on a project Since we use Azure very extensively, it can seamlessly integrate with other Azure services, such as Azure Data Lake Storage, Azure SQL Database, and Azure Synapse Analytics Also, the essential things which we liked about this tool is the OOB integration with Unravel Data which offers visibility, intelligence, and automation for big data workloads Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? I really love this tool considering it can integrate seamlessly with most our azure products ; the only con I can think of is that it is not well-suited for unstructured data processing and analytics Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? Azure Databricks is well-suited for data observability. Its comprehensive monitoring capabilities provide visibility into every aspect of a data workload, including job performance metrics, resource utilization, and data access patterns. This information can be used to identify bottlenecks and optimize performance, resulting in faster and more efficient processing of big data workloads. Another thing we liked about this tool's built-in machine-learning capabilities because it enables our data scientists to build and deploy machine-learning models quickly. This can help our business leverage its data to make better decisions and improve outcomes. It offers a range of cost optimization features, including auto-scaling and auto-termination, helping our businesses optimize their cloud spend and reduce costs Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Shini S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shini S.") SS Shini S. Junior IT Operations & QA Engineer Mid-Market (51-1000 emp.) 12/4/2023 "Easy to use" 5/5 What do you like best about Azure Databricks? Azure Databricks is a fast, easy to use. Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? Product is very nice, but add a more features. Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? It is very easy to use and generate dashboards and visualization. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Automotive](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Automotive") CA Verified User in Automotive Enterprise (\> 1000 emp.) 10/30/2021 "Azure Databricks is well integrated with most of the Microsoft products" 4/5 What do you like best about Azure Databricks? Azure Databricks Notepad support most of cloud development programming languages Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? Azure Databricks local desktop workspace is not available. This will be useful for developers to get trained up without incurring any cost from cloud services Review collected by and hosted on G2.com. Recommendations to others considering Azure Databricks: Easy to use, online help and support documents are available and easy to explore. Quick information available in notebook cell Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? Coding SQL, Python Script, Spark and PySpark for Data Transformation, Data Engineering and Data Load Review collected by and hosted on G2.com. Show More 9/6/2023 Current UserValidated ReviewerIncentivizedSource: G2 invite ![Likitha B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Likitha B.") LB Likitha B. Senior Business Analyst Mid-Market (51-1000 emp.) 3/14/2023 "Azure Databricks" 5/5 What do you like best about Azure Databricks? -Multiple services ranging from data cleansing to AI. -Ease of creating azure active directories for managing multiple workspaces. -Integrating Azure services with Databricks. Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? -The subscription pricing for some services like conversational chatbots need to be reduced. -Require a basic version of azure databricks option in community edition of databricks. Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? Data integration Multiple File formats Natural Language Processing Ease of model training to registering speed memory optimization Review collected by and hosted on G2.com. Show More 9/5/2023 Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Small-Business (50 or fewer emp.) 9/12/2023 "AZURE DATABRICKS GREAT TOOL" 5/5 What do you like best about Azure Databricks? Azure Databricks brings latest version of Apache spark and allows seamless integration with source libraries and we can spin up the resource easily and azure manages this resource and it is easy to scale on demand and no need to worry about infra and load Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? There is nothing bad about the tool but while spinning up the azure Data bricks it consumes more time compared to other resources, may be this time should be reduced. Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? It incorporates ML, streaming analytics, structured and unstructured big data handling and speed,Parallel processing these makes them more reliable and good to use. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") CI Verified User in Information Technology and Services Small-Business (50 or fewer emp.) 11/8/2023 "It was good, was taking time to learn things" 3.5/5 What do you like best about Azure Databricks? Integration with the azure resources and SQL notebook support Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? Certain Integration is missing such as using ADF for triggering jobs Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? Keeping the data secured without duplications. And readily available Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerSource: G2 invite ![himanshu k.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "himanshu k.") HK himanshu k. Associate IT Consultant Enterprise (\> 1000 emp.) 10/3/2023 "Best big data analytics service" 4.5/5 What do you like best about Azure Databricks? Fast, easynto use for data science and data engineering work. Provides complete end to end data warehousing solution Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? Setup complexity Relatively small community Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? Worked on financial data every quarter to process, transform and create machine learning models. Provided inputs to business stakeholders based on processed data Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite KJ Kaymen J. Tech Lead Enterprise (\> 1000 emp.) 1/5/2023 "Tech Lead" 3.5/5 What do you like best about Azure Databricks? It could compute concurrently. And it can process very big bulk file. And integrated nicely with Azure data storage Review collected by and hosted on G2.com. What do you dislike about Azure Databricks? 1. No history view of memory/CPU usage running a batch job. If could provide the history view of memory/CPU easier for PET testing in data bricks 2. When SAS key to Azure data storage updated, has to unmount and remount the drive in data bricks. Otherwise data storage can't access the storage Review collected by and hosted on G2.com. What problems is Azure Databricks solving and how is that benefiting you? I used to have a pure JAVA batch job processing big bulk file. I have to split big trunk file into multiple smaller files and upload to Azure storage. And process the smaller file one after another. After migrating the pure JAVA batch job to Azure data bricks, Azure data bricks can process big bulk file without splitting. This save effort and time for the development Review collected by and hosted on G2.com. 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