caleb-kaiser

caleb-kaiser

caleb-kaiser

caleb-kaiser

caleb-kaiser

caleb-kaiser

caleb-kaiser

caleb-kaiser

caleb-kaiser

- name: elegy-api  # API name (required)
  kind: RealtimeAPI
  predictor:
    type: python
    path: predict.py  # path to a python file with a PythonPredictor class definition, relative to the Cortex root (required)
    config: # Arbitrary properties, accessible in predictor through config parameter
      model_s3_path: xxxxxx 

caleb-kaiser

import elegy
from lib import s3_download

class PythonPredictor:
    def __init__(self, config):
        self.model_path = s3_download(config.model_s3_path) # Download model from S3
        self.model = elegy.model.load(self.model_path) # Initialize model

    def predict(self, payload):
        return self.model.predict(payload["input"])