Hi Stephane, Please find my comments below highlighted in yellow.
Thanks, Anil. From: [email protected] [mailto:[email protected]] Sent: Thursday, May 23, 2019 4:10 AM To: [email protected] Subject: REST service for MaaS Hello all, I'm going through the MaaS documentation and I see that the example is based on the Python / Flask REST service. I was wondering what was used in a production context by you all. Is Python / Flask a good choice in case of heavy load? Does some of you use other framework, like Scala Play for example? We have tried with Python Flask in our development environment but haven't tested on production environment. I guess MAAS just requires a command that launches the REST application and I believe it is not dependent on which framework we use. My goal is to use Spark models, learning is made in batch mode and I want to perform prediction "on demand" through the MaaS framework. Does it make sense? As per my understanding the usecase mentioned is the best way of using MAAS. We can have our different spark models trained in batchmode continuously and update the model which is used for predictions real-time. The limitation we faced with MAAS is each model will support only default endpoint (I remember it is "apply") and other custom endpoints doesnot work querying from Stellar. Thanks, Stéphane _________________________________________________________________________________________________________________________ Ce message et ses pieces jointes peuvent contenir des informations confidentielles ou privilegiees et ne doivent donc pas etre diffuses, exploites ou copies sans autorisation. Si vous avez recu ce message par erreur, veuillez le signaler a l'expediteur et le detruire ainsi que les pieces jointes. Les messages electroniques etant susceptibles d'alteration, Orange decline toute responsabilite si ce message a ete altere, deforme ou falsifie. Merci. This message and its attachments may contain confidential or privileged information that may be protected by law; they should not be distributed, used or copied without authorisation. If you have received this email in error, please notify the sender and delete this message and its attachments. As emails may be altered, Orange is not liable for messages that have been modified, changed or falsified. Thank you.
