Setup a model serving REST endpoint?

User16765131552 — Fri, 25 Jun 2021 17:37:47 GMT

I am trying to set up a demo with a really simple spark ML model and i see this error repeated over and over in the logs in the serving UI:

/databricks/chauffeur/model-runner/lib/python3.6/site-packages/urllib3/connectionpool.py:1020: InsecureRequestWarning: Unverified HTTPS request is being made to host 'eastus2.azuredatabricks.net'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#ssl-warnings
 
  InsecureRequestWarning,
 
Collecting package metadata (repodata.json): ...working... done
 
Solving environment: ...working... failed
 
ResolvePackageNotFound: 
 
  - pyspark=3.1.0
 
Could not find conda environment: model-1
 
You can list all discoverable environments with `conda info --envs`.

Re: Setup a model serving REST endpoint?

User16765131552 — Fri, 25 Jun 2021 17:38:25 GMT

Not sure how the containers for each model version work on the endpoints, but looks like Model serving endpoints use a 7.x runtime. So those would be Spark 3.0, not Spark 3.1

topic Setup a model serving REST endpoint? in Machine Learning

Setup a model serving REST endpoint?

Re: Setup a model serving REST endpoint?