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Load Multiple Model and Execution simultaneously
See original GitHub issueIssue Description
I have 2 queries :
- Is there any way to load multiple models and transform mleap frame over multiple models. Because right now, I can load any one model and transform a mleap frame over that model at a given moment.
Scenario would be:
Loading two models :
curl -XPUT -H "content-type: application/json" -d '{"path":"/models/airbnb.model.lr-0.6.0-SNAPSHOT.zip"}' http://172.17.0.1:65327/model
curl -XPUT -H "content-type: application/json" -d '{"path":"/models/airbnb.model.rf-0.6.0-SNAPSHOT.zip"}' http://172.17.0.1:65327/model
Now try to transform leap frame over any model :
curl -v -XPOST -H "accept: application/json" \
-H "content-type: application/json" \
-d @/models/frame.airbnb.json \
http://172.17.0.1:65327/transform
But i couldnt give any parameter while transforming mleap frame to select model. Is there any provision to do so?
- Can I transform the whole bunch of mleap frames (Eg. 100) in a single request?
Looking forward for your reply.
Issue Analytics
- State:
- Created 6 years ago
- Comments:6 (3 by maintainers)
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@Bond-OO7 Sorry, I missed this comment. We are about to release 0.8.0 and for 0.9.0 we want to make major improvements to the model servers, including:
We don’t have plans to add in parallel execution into the core MLeap engine itself, but loading multiple models into the server should let your application do this.
We’ve released the new model serving services with MLeap 0.13 earlier in the year, please let us know if you have any questions regarding that.