from maxfw.core import MAXApp from api import ModelMetadataAPI, ModelPredictAPI from config import API_TITLE, API_DESC, API_VERSION max_app = MAXApp(API_TITLE, API_DESC, API_VERSION) max_app.add_api(ModelMetadataAPI, '/metadata') max_app.add_api(ModelPredictAPI, '/predict') max_app.run()
# # Copyright 2018-2019 IBM Corp. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # from maxfw.core import MAXApp from api import ModelMetadataAPI, ModelPredictAPI, ModelLabelsAPI from config import API_TITLE, API_DESC, API_VERSION max = MAXApp(API_TITLE, API_DESC, API_VERSION) max.add_api(ModelMetadataAPI, '/metadata') max.add_api(ModelPredictAPI, '/predict') max.add_api(ModelLabelsAPI, '/labels') max.run()
from maxfw.core import MAXApp
from api import ModelPredictAPI
from config import API_TITLE, API_DESC, API_VERSION
import json
import base64
from flask import Flask, request, Response
max_app = MAXApp(API_TITLE, API_DESC, API_VERSION)
max_app.add_api(ModelPredictAPI, '/predict')
# Use flask test client to simulate HTTP requests for the prediction APIs
# HTTP request data will come from action invocation parameters, neat huh? :)
test_client = max_app.app.test_client()
app = Flask(__name__)
# This implements the Docker runtime API used by Apache OpenWhisk
# https://github.com/apache/incubator-openwhisk/blob/master/docs/actions-docker.md
# /init is a no-op as everything is provided in the image.
@app.route("/init", methods=['POST'])
def init():
return ''
# Action invocation requests will be received as the `value` parameter in request body.
# Web Actions provide HTTP request parameters as `__ow_headers` & `__ow_body` parameters.
@app.route("/run", methods=['POST'])
def run():
body = request.json
form_body = body['value']['__ow_body']
headers = body['value']['__ow_headers']
# binary image content provided as base64 strings