# Copyright 2018 Google LLC # # 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. # [START gae_python37_render_template] import datetime from generator import StoryGenerator import tensorflow as tf from flask import g import pdb import json from flask import Flask, render_template, request app = Flask(__name__) session = None generator = None @app.route('/') def root(): # For the sake of example, use static information to inflate the template. # This will be replaced with real information in later steps. return render_template('index.html') @app.route('/generate', methods=['POST']) def story_request(): print("****Generating Story****") prompt = request.form["prompt"] # given prompt phrase = request.form["phrase"] gen_actions = request.form["actions"] # given prompt print("\n Given prompt is: \n",prompt,"\n") generator = get_generator() if gen_actions == "true": action, result = generator.generate_action_result(prompt, phrase) response = json.dumps([action, result]) else: response = generator.generate_story_block(prompt) print("\nGenerated response is: \n", response) print("") return response def get_generator(): if "gen" not in g: if "sess" not in g: g.sess = tf.Session() g.gen = StoryGenerator(g.sess) return g.gen @app.teardown_appcontext def teardown_sess(_): sess = g.pop("sess",None) if sess is not None: sess.close() if __name__ == '__main__': # This is used when running locally only. When deploying to Google App # Engine, a webserver process such as Gunicorn will serve the app. This # can be configured by adding an `entrypoint` to app.yaml. # Flask's development server will automatically serve static files in # the "static" directory. See: # http://flask.pocoo.org/docs/1.0/quickstart/#static-files. Once deployed, # App Engine itself will serve those files as configured in app.yaml. with tf.Session(graph=tf.Graph()) as sess: app.run(host='127.0.0.1', port=8090, debug=False) # [START gae_python37_render_template]