View all articles in the MapReduce API Series. So far we’ve looked at using MapReduce pipelines to perform calculations over large data sets and combined multiple pipelines in succession. In this article we will look at how to reduce the amount of data transfer by using a combiner. ...

View all articles in the MapReduce API Series. Last time we looked at how to run a full MapReduce Pipeline to count the number of occurrences of a character within each string. In this post we will see how to chain multiple MapReduce Pipelines together to perform sequential tasks. ...

I recently tried installing lxml for use within an App Engine project on OS X Mavericks only to be hit with an error message from clang. ...

View all articles in the MapReduce API Series. In the last article we examined how to run one-off tasks that operate on a large dataset using a mapreduce.yaml configuration file. This article will take us a step further and look at how to run a MapReduce job programmatically using the App Engine Pipeline API. ...

View all articles in the MapReduce API Series. Last time we looked at an overview of how MapReduce works. In this article we’ll be getting our hands dirty writing some code to handle the Map Stage. If you’ll recall, the Map Stage is composed of two separate components: an InputReader and a map function. We’ll look at each of these in turn. ...

View all articles in the MapReduce API Series. The first arcticle in this series provides an overview of the App Engine MapReduce API. We will give a basic overview of what MapReduce is and how it is used to do parallel and distributed processing of large datasets. ...

The typical update cycle for an API resource is to (1) GET the representation, (2) modify it and (3) PUT back the entire representation. This can waste bandwidth and processing time for large resources. An alternative is to use the HTTP PATCH extension method to only send the differences between two resources. HTTP PATCH applies a set of changes to the document referenced by the HTTP request. ...

API versioning is a fact of life. Even the most well designed API changes as new features and relationships are uncovered. Unfortunately, updating an API is seldom as simple as changing the behaviour of our existing URL endpoints on her he server. If we have existing clients we need to explicitly advertise breaking changes in a seamless way. This article explains a few methods of specifying breaking changes that offer a clear upgrade path for existing API clients. ...

The HTTP protocol defines two methods for updating a resource – PUT and POST. Both PUT and POST are used to modify a resource and this semantic similarity can confuse API developers. This confusion has led most developers to use POST for any action which may modify the state of a resource, ignoring PUT entirely. This article attempts to explain the semantics behind the PUT and POST methods and offers clear suggestions on when to use each method. ...

At VendAsta we’ve been integrating with the Stripe payment system using Stripe Checkout. The experience has been completely painless and surprisingly simple. Then came a hiccup. While demoing the new functionality we found that one particular computer in the office would open the checkout modal dialog in a new browser window. Just one laptop. It was running the same version of Chrome that we were developing on. It was running the same OS as a working test machine. But the dialog would consistently open in a new browser window on just this one laptop. ...