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TIPS, INSIGHTS AND THE LATEST FROM THE EXPERTS BEHIND CAKEPHP

Ryan Petersen - Collective Intelligence

Collective intelligence is a shared or group intelligence that emerges from the collaboration and competition of many individual. Some examples would be Amazon's book recommendations. Netflix uses collective intelligence to track their stock and supply changes, and more accurately allocate their resources.

Recommendations requires something to track like sales, or user preferences. A group of users is also required, the larger the group the better. A research survey found that a random sample of less that 1500 people will be the ideal and most efficient sample size.

There are many ways to estimate preferences. The most simple and basic one is Euclidean distance scoring. Pearson Correlation Score, also uses 2 axis to plot out the points, this method is used by amazon and delicious.

Stochastic Optimization

Theory of being able to optimize things. Requires a cost function, it is the most important part of optimization as it gathers the dataset used. Ie. Execution time of a request, time used for data integrity, error handling/logging, client bandwidth, data queries/filtering. When doing metrics and calculating cost you can use a unit cost and parts to unit. This will allow you to control and manage the final output. Depending on what you are measuring, you need to control different weighting. Random searching is an inefficient process, as it is difficult to determine whether you are moving toward or away from where you want to be. Writing unit costing functions is a specific to the task you want to achieve. When doing optimization with cost optimization, you need to be aware of local minimums. Once you have reached a new minimum or optimized level you need to do additional testing by expanding the range in either direction. By expanding your test range you help to ensure that you have found a more accurate low cost point, and aim to ensure that you haven't found a local low point.

Genetic Algorithms, and Hierarchal Grouping are other statistical methods to look into. Ryan is going to be releasing both Pearson Correlation and Euclid distance scoring will be released on the The bakery and SerenitySoft So check back for some code.

Latest articles

CakePHP API Plugin

Are you creating an API in CakePHP? This task looks very popular these days, and most of our clients need an API to expose certain services to their own rich client applications, or third party services. Even if it's easy to configure CakePHP to expose a REST API, and there are other plugins that could help you building an API, we found ourselves working on specific tweaks per project to adjust the way the API was designed, so we decided to wrap all these ideas and create a specific CakePHP API Plugin including

  • Services definition
  • Integrated CRUD
  • Nested resources
  • Pagination
  • Sorting
  • Associations
  • Versioning
  • Custom Extensions (data format / transformers)
  • Self documentation
We've gathered all the best practices around API building and CakePHP and wrapped them into an easy to install and setup Plugin to be used as the foundation of your API intensive CakePHP projects. Let's walkthru some of the Plugin features using an example application: the bookmarker tutorial http://book.cakephp.org/3.0/en/tutorials-and-examples/bookmarks/intro.html We'll assume you've already created a new CakePHP application and configured it to use the bookmarker database (schema dump here http://book.cakephp.org/3.0/en/tutorials-and-examples/bookmarks/intro.html#creating-the-database).

Setting up the CakePHP API Plugin

Download the plugin first composer require cakedc/cakephp-api:dev-master Then ensure plugin is loaded in you bootstrap.php file Plugin::load('CakeDC/Api', ['bootstrap' => true, 'routes' => true]);

Now you have an API!

Test your newly configured "default" API using curl curl -X GET http://bookmarker.dev/api/bookmarks You'll get something similar to: { "status": "success", "data": [], "pagination": { "page": 1, "limit": 20, "pages": 0, "count": 0 }, "links": [ { "name": "self", "href": "http:\/\/bookmarker.dev\/api\/bookmarks", "rel": "\/api\/bookmarks", "method": "GET" }, { "name": "bookmarks:add", "href": "http:\/\/bookmarker.dev\/api\/bookmarks", "rel": "\/api\/bookmarks", "method": "POST" } ] } If you look at the provided output you'll identify we've used a JSend default renderer (status, data) and we append some extra data under 'links' (HATEOAS dynamically generated for your CRUDs) and pagination. The specific "extensions" used can be configured and custom extensions created for your specific needs, see https://github.com/CakeDC/cakephp-api/blob/master/docs/Documentation/extensions.md We'll publish a couple tutorials soon covering some of the features implemented, and explaining how did we use the CakePHP API Plugin to address specific use cases. Meanwhile, please check the documentation here https://github.com/CakeDC/cakephp-api/blob/master/docs/Documentation/overview.md

Giving back to the community

This Plugin's development has been sponsored by the Cake Development Corporation. Contact us if you are interested in:  

Create Google app for web oauth2 login step by step

Here's a step by step tutorial about how to create a web oauth2 app in Google dashboard.

Google app oauth login app 1
  • Add some cool name for your new Google app project and click "Create"
Google app oauth login app 2
  • Under "Library" section, create a new Google+ API project
Google app oauth login app 3
  • Click "Enable" in the dashboard tab
Google app oauth login app 4
  • Under "Credentials" menu, click "Oauth consent screen" tab and enter some cool name to be displayed to users when requesting their access to your application. Then click "Save".
Google app oauth login app 5
  • Under "Credentials" menu, click "Create credentials" and select "Oauth client ID".
Google app oauth login app 6
  • Now click "Web application" radio, and type your domain name and oauth callback
    • Under "Authorized Javascript origins", add your domain name: mydomain.com
    • Under "Authorized redirect URIs", add all the allowed callback url's to your application. For example if you are using CakeDC/Users Plugin, you'll need to add mydomain.com/auth/google
  • Then click "Save"
Google app oauth login app 7
  • Copy the Iauth client and secret id's into your application configuration
  • Be careful, some browsers will append blank spaces to the codes, remove any extra blank space (trim)
Google app oauth login app 8
  • Ensure the API is enabled, you can test your application now and check there is "Traffic" displayed
  You have now a Google app configured to provide Oauth2 login to your web application. Enjoy!                  

Login with Google Oauth2 in CakePHP using CakeDC/Users Plugin

This article is inspired by this question in Stack Overflow and belongs to a series of articles describing the step by step tutorial to configure CakeDC Users Plugin with the most commonly used Oauth2 providers, in this case we'll configure Google login. We'll assume you have a working CakePHP application with no Auth configured yet.

Setup

Use composer to install the CakeDC Users Plugin and the required oauth2 providers To be able to configure the callbacks in Google dashboard, you'll need to create a virtual host for you application. You don't need a working domain name, you could use something like "mydomain.dev" but Google requires a domain name (no localhost). composer require cakedc/users:@stable composer require league/oauth2-google:@stable Load it from your bootstrap.php file Plugin::load('CakeDC/Users', ['routes' => true, 'bootstrap' => true]); Run migrations to add 2 new tables: 'users' and 'social_accounts' bin/cake migrations migrate -p CakeDC/Users

Configuration

Load the Component in your src/Controller/AppController.php public function initialize() { parent::initialize(); // // ... // $this->loadComponent('CakeDC/Users.UsersAuth'); }

Create a new Google application

<?php // /config/users.php file contents $config = [ 'Users.Social.login' => true, 'OAuth.providers.google.options.clientId' => 'CLIENT_ID_HERE', 'OAuth.providers.google.options.clientSecret' => 'SECRET_HERE', ]; return $config;
  • Modify your bootstrap.php file to ensure the config file is loaded this way
Configure::write('Users.config', ['users']); //add this line before Plugin::load('CakeDC/Users... Plugin::load('CakeDC/Users', ['routes' => true, 'bootstrap' => true]); This file will override any configuration key present in the Plugin, you can check the configuration options here Configuration. Now you are ready to go to your login page and click "Sign up with Google". Upon successful login, a new user will be created in your users table and related oauth2 tokens will be saved in the social_accounts table. The new user created will have the "user" role (by default, but customizable). And based on your Auth rules, this user will be able to access your site. You are done!

Read more about CakeDC Users Plugin

Giving back to the community

This Plugin's development has been sponsored by the Cake Development Corporation. Contact us if you are interested in: We hope you've enjoyed this short tutorial covering the Google login, stay tunned for new CakePHP + Users Plugin tutorials coming soon...

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