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Resolved! AWS Databricks Pay-as-you-Go
Hi Team, We are currently using AWS cloud service for our AI/ML Project. We wanted to use Databricks based GPU service for model training purposes. We do not find a Pay-as-you-go option in marketplace for this purposes. Can someone help me on this ...
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https://databricks.com/product/aws-pricingI guess you try to roll out something else?
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- 4844 Views
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Resolved! Databricks and DDD
Our architecture is according to Domain Driven Design. The data is therefore distributed among different domains. We would like to run workloads on top of our data but we would like to avoid to have a dedicated (duplicated) data lake just for Datab...
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So basically you do not want to persist data outside of your source systems.I think the so called 'Kappa architecture' could be a fit, where everything is treated like a stream.Hubert already mentioned Kafka, which is an excellent source to build thi...
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Resolved! GDPR/LGPD Compliance
How do you work to compliance the GDPR/LGPD, in special to people data ? have any suggestion ?
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there is identifying PII data and handling/storing PII data.Identifying can be done with Purview, Macie, other tools. Those are not free ofc, so if your env is pretty big it can be interesting. Otherwise, you could also do manual checks.For storin...
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Resolved! Architecture choice, streaming data
I have sensor data coming into Azure Event Hub and need some help in deciding how to best ingest it into the Data Lake and Delta Lake: Option 1: azure event hub > databricks structured streaming > delta lake (bronze) Option 2: azure event hub > e...
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- 4 replies
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If batch job is possible and you need to process data I would use probably:azure event hub from (events after previous job run) > databricks job process as dataframe > save df to delta lakeno streaming or capturing needed in that case
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A great place to learn more about Databricks integrations with AWS services is https://www.databricks.com/aws There is information on this page regarding integrations with Glue, SageMaker, Redshift and others. Many of these pages also point to our bl...
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Multiple writers (inserts/appends) present no problems with Delta. You can have two users appending data to a Delta table at the same time without issue. Updates, deletes, merges, and compaction can run into issues when multiple user are trying to d...
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Not as of this comment, but our product team is aware of this request and are working on getting this implemented soon!Keep in mind that for feature requests and direct updates/communication from our product team, you can post here (or just vote up o...
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The admin console exists within the workspace and let's you control access and privileges for that specific workspace. An existing admin can get to it from the drop down in the very top right and selecting Admin Console.The first screen you'll land o...
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Can we use SCIM to sync users/groups to Databricks from their on-prem Active Directory. Does Databricks support this?
Can we use SCIM to sync users/groups to Databricks from their on-prem Active Directory. Does Databricks support this?
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Anything that can reach the control plane and use the SCIM API should work. For Azure AD Premium, there is specifically an enterprise App that does this for the customer.
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Ganglia metrics are available only if the job runs for more than 15 minutes. For jobs that are completed within 15 minutes, the metrics won't be available
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As of June, 2021, No.However Public Preview features are stable and intended to advance to GA and fully supported by Databricks Support.
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Resolved! Databricks SQL dashboard refresh
In Databricks SQL, can you prohibit a dashboard from being refreshed?
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It looks like this can be done by not granting CAN_RUN to a user/grouphttps://docs.databricks.com/sql/user/security/access-control/dashboard-acl.html#dashboard-permissions
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One way to increase the CIDR range id the ip list is available or create a complete different work space on same vpc with different subnets
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Yes. if the on-premise is accessible over the network from the Databricks cluster, then it's possible to connect.
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Okta Integration
My company uses Okta as a SSO provider. Can I integrate Okta with Databricks for a SSO experience?
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Yes, okta is among the supported identity providers. Read more here : https://docs.databricks.com/administration-guide/users-groups/single-sign-on/index.html
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