Files
Clover-Edition/main.py
T
2019-04-07 00:18:51 -06:00

91 lines
2.7 KiB
Python

# 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," ", phrase,"\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]