DigitalOcean vs. AWS Lightsail: Which Cloud Platform is Right for You? Questions? New Partnerships Get paid to write technical tutorials and select a tech-focused charity to receive a matching donation. Learn more The Wave has everything you need to know about building a business, from raising...
In this article, we will create a simple Fastai model to predict the price of a used car and we will also deploy the model as a service that can be accessed by users through a browser. We will not focus too much on the efficiency of the algorithm — but we’ll focus on the complet...
These are crucial career-defining questions that every data scientist needs to answer. That’s why I decided to pen down this tutorial to demonstrate how you can use Flask to deploy your machine learning models. We’ll first understand the concept of model deployment, then we’ll talk about ...
- local: how-to-deploy-a-pipeline-to-google-clouds title: "My Journey to a serverless transformers pipeline on Google Cloud" author: Maxence guest: true date: March 18, 2021 Binary file added BIN +6.26 KB assets/14_how_to_deploy_a_pipeline_to_google_clouds/Cloud_run_instance.png L...
How to deploy websocket on AWS ElasticBeanstalk? Environment Python 3.7 EB platform version 3.1.5 Flask 1.1.2 Solution Save following code as application.py fromflaskimportFlask, render_templatefromflask_socketsimportSockets app = Flask(__name__) ...
app = Flask(__name__) app.secret_key = 'a_super_secret_key!' # you don't need to replace this @app.route('/') def index(): return render_template('login.html') @app.route('/login', methods=['POST']) def login(): session['name'] = request.form['name'] session['email'...
In the above code, you first import theFlaskclass from theflaskpackage. Then you create a Flask application instance calledapp. You use the@app.route()decorator to create a view function calledindex(), which calls therender_template()function as the return value, which in turn renders a tem...
Following these steps, it is fairly easy to create and deploy a simple Flask application with logging functionality in an AWS Elastic Beanstalk environment. Feel free to have a look at all the code snippets in thisrepoand extend the application to serve your machine-...
In this post, let me show you how to add API key authentication to your Flask app! We will use the same libraries as we do in our REST APIs with Flask and Python course: Flask SQLAlchemy Flask-RESTful Flask-JWT If you'd like to use Flask-RESTX and Flask-JWT-Extended instead, the ...
The target application gets the user identity by decodingx-amzn-oidc-dataHTTP headers as shown insample-ui-code/app.py: fromflaskimportFlask,render_template,requestimportjwtimportrequestsimportbase64importjson Python # Step 1: Get the key id from JWT headers (t...