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What is the "Download as API package" used for?
Added on August 30, 2023 11:16PM
Likes: 0
Replies: 6
Gaige
Partner, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 4 Partner
How can I make use of the "Download as API package" in API designer? Could I create a prediction service by myself with it? I can see a lot of model information inside this package.
Thanks in advance.
Gaige
Operating system used: Win10
Answers
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JordanB Dataiker, Dataiku DSS Core Designer, Dataiku DSS Adv Designer, Registered Posts: 297 DataikerHi @Gaige
,The downloaded API package version is used to directly upload the version to a deployer (as shown below). You can also use it to share with team members and troubleshoot.
Kind Regards,
Jordan
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Gaige Partner, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 4 Partner
Hi, JordanB, thanks. Further more, is it possible run this API package outside of dataiku environment?
Gaige
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Turribeach Dataiku DSS Core Designer, Neuron, Dataiku DSS Adv Designer, Registered, Neuron 2023 Posts: 2,315 NeuronTechnically yes but why would you reinvent the wheel? At the end of the day the package it's Python code so you could write a service that can run it as the API node does. But your time will be best used developing machine learning models rather than building infrastructure you already have available.
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Gaige Partner, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 4 Partner
Hi, Turribeach, thanks for reply. The dataiku I using is hosted on my company cloud environment, the authorization process is very complicated and time consuming. Another reason is that my algorithm is based on customized code, I couldn't download the trained model as python or MLFlow code.
Best Regards
Wang Gaige
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Gaige Partner, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 4 Partner
It shows not available, the ok button is gray out.
Best Regards
Gaige