shanesoh

"""
Web server script that exposes REST endpoint and pushes images to Redis for classification by model server. Polls
Redis for response from model server.

Adapted from https://www.pyimagesearch.com/2018/02/05/deep-learning-production-keras-redis-flask-apache/
"""
import base64
import io
import json
import os

shanesoh

"""
Model server script that polls Redis for images to classify

Adapted from https://www.pyimagesearch.com/2018/02/05/deep-learning-production-keras-redis-flask-apache/
"""
import base64
import json
import os
import sys
import time

shanesoh

version: '3'

services:
  redis:
    image: redis
    networks:
    - deployml_network

  modelserver:
    image: localhost:5000/modelserver

shanesoh

"""
Web server script that exposes endpoints and pushes images to Redis for classification by model server. Polls
Redis for response from model server.

Adapted from https://www.pyimagesearch.com/2018/02/05/deep-learning-production-keras-redis-flask-apache/
"""
import base64
import io
import json
import os

shanesoh

"""
Model server script that polls Redis for images to classify

Adapted from https://www.pyimagesearch.com/2018/02/05/deep-learning-production-keras-redis-flask-apache/
"""
import base64
import json
import os
import sys
import time

shanesoh

version: '3'

services:
  redis:
    image: redis
    networks:
    - deployml_network

  modelserver:
    image: shanesoh/modelserver

shanesoh

version: '3'

services:
  redis:
    image: redis
    networks:
    - deployml_network

  modelserver:
    image: shanesoh/modelserver

shanesoh

version: "3.7"
services:
  envoy:
    build: ./compose/envoy
    ports:
      - "8080:80"
    volumes:
      - ./envoy.yaml:/config/envoy.yaml
    environment:
      - DEBUG_LEVEL=info

shanesoh

package istio.authz

import input.attributes.request.http as http_request

default allow = false

allow = response {
  http_request.method == "GET"
  response := {
      "allowed": true,