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Feature Upgrade Request for Dataiku - related Vector DB, PII detection
Hello, My name is Youngran Kim, and I am with Data Solution, a Dataiku partner based in Korea. Currently, we are proposing Dataiku as a Generative AI platform to "Lotte Card", one of our key clients. During the solution evaluation process, the client identified two key functionalities that are not yet supported by Dataiku.…
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Allow user email configuration in profile for on-demand email alerts when recipes complete
Hi, I know Dataiku has scenarios and I use them daily. But when I am debugging flow recipes it would be great if I could configure Dataiku how to send me an email in my profile. Then in a recipe I could just switch a radio button 'EMAIL ON COMPLETION' to ON and walk away. When I am developing in dataiku, many of my flows…
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Automated alerts from Unified Monitoring on bundle or API endpoint failure
We find the Unified Monitoring (UM) feature extremely useful as it allows us to see the health of our bundle and real-time prediction APIs. However, the is no way to be alerted if a deployment fails or if an API endpoint is down. We currently have some Python scripts that scrape the data from UM and then identify any…
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Add Seldon to deployment options
One of the deployment options in our company is Seldon (Seldon, MLOps for the Enterprise.). It would be great if Dataiku had the option to deploy directly to Seldon, the way deployment to K8, AWS, Databricks or Azure is now possible. Seldon in general deploys MLflow artefacts.
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Add support for Snowflake key-pair authentication
Currently the dataiku only support "User/Password" and "OAuth" for Snowflake connection. Snowflake has Key-pair authentication https://docs.snowflake.com/en/user-guide/key-pair-auth, which I would like to use for my service accounts.
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Export and Import of Code Studio Template
Hi, On Dataiku 12, I do not see a way to export a code studio template. How can I export a code studio template and import it into a new Dataiku instance? thx Operating system used: Windows 10 Operating system used: Windows 10
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Integration with Microsoft Fabric and its OneLake
Hi, Couldn't find anything on an integration with Microsoft Fabric through OneLake yet in the Dataiku docs/release notes. Is this coming soon? As I read the Microsoft docs I understand we can't connect directly via ADLS, only via APIs or SDKs. Thanks in advance, Jonathyan Operating system used: RHEL 8
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Add support for Pandas 2.0
Pandas 2.0 can bring great performance improvements when using the pyarrow backend: https://towardsdatascience.com/pandas-2-0-a-game-changer-for-data-scientists-3cd281fcc4b4
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Auto Synch Jupyter Notebook and Corresponding Recipe Code
I often find myself editing Python Jupyter Notebooks that have an associated recipe. If I save the notebook but forget to "Save Back to Recipe," there is a "Mismatch between recipe and notebook." In turn, running the recipe as a standalone script, or running the recipe through scenario automation results in an unintended…
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Auto-generated visual recipe concept
Problem Statement: Right now, there are great, no-code visual recipes in DSS for select, common machine learning algorithms and data wrangling tools. In other cases, code recipes are required and users repeatedly have to both code the algorithms and add the same lines of code wrappers in DSS code recipes to map to datasets…