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Matt Faus | Programming!

Skip to primary content. Skip to secondary content. Speeding up GAE Datastore Reads with Protobuf Projection. December 4, 2014. Like most frameworks these days, the Google Appengine (henceforth, GAE) SDK provides an API for reading and writing objects derived from your classes to the datastore. This saves you the boring work of validating raw data returned from the datastore and repackaging it into an easy-to-use object. In particular, GAE uses protocol buffers. Using the magic of monkey patching (run wi...

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Matt Faus | Programming! | mattfaus.com Reviews

https://mattfaus.com

Skip to primary content. Skip to secondary content. Speeding up GAE Datastore Reads with Protobuf Projection. December 4, 2014. Like most frameworks these days, the Google Appengine (henceforth, GAE) SDK provides an API for reading and writing objects derived from your classes to the datastore. This saves you the boring work of validating raw data returned from the datastore and repackaging it into an easy-to-use object. In particular, GAE uses protocol buffers. Using the magic of monkey patching (run wi...

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How to ignore exceptions within an appengine datastore query | Matt Faus

http://mattfaus.com/2014/03/how-to-ignore-exceptions-within-an-appengine-datastore-query

Skip to primary content. Skip to secondary content. How to ignore exceptions within an appengine datastore query. March 6, 2014. Let’s say you have a bunch of entities stored in Google’s AppEngine Datastore, and you want to run a query over all of them, but you don’t really mind if a few are missing. For example, computing summary statistics over log files. For some reason or another. And then you have to start over. Def resilient query(query, max failures=10): failure count = 0 query iter = iter(query) ...

2

Uncategorized | Matt Faus

http://mattfaus.com/category/uncategorized

Skip to primary content. Skip to secondary content. Speeding up GAE Datastore Reads with Protobuf Projection. December 4, 2014. Like most frameworks these days, the Google Appengine (henceforth, GAE) SDK provides an API for reading and writing objects derived from your classes to the datastore. This saves you the boring work of validating raw data returned from the datastore and repackaging it into an easy-to-use object. In particular, GAE uses protocol buffers. Using the magic of monkey patching (run wi...

3

October | 2014 | Matt Faus

http://mattfaus.com/2014/10

Skip to primary content. Skip to secondary content. Monthly Archives: October 2014. Building a machine learning pipeline in Google’s Cloud. October 30, 2014. With Khan Academy’s existing Google Cloud systems (read: pretty much everything) led me to choose Google’s new managed VMs. With some help from BigQuery to implement this system. I have discussed the training process for the knowledge model. Before, but a quick refresher is as follows:. Here’s a data flow diagram of the entire system:. Was pretty ea...

4

Big Data at Khan Academy | Matt Faus

http://mattfaus.com/2013/10/big-data-at-khan-academy

Skip to primary content. Skip to secondary content. Big Data at Khan Academy. October 10, 2013. The most mature system runs Hive. This year, we have created a few jobs that run on top of the Google Mapreduce. Frameworks directly within Appengine. And, very recently, we have started exporting backups to Google Cloud Storage. Can consume and run queries over at an insane speed. The Mapreduce library allows us to perform queries and data maintenance over production data, on production servers. The Pipel...

5

Khan Academy Mastery Mechanics | Matt Faus

http://mattfaus.com/2014/07/khan-academy-mastery-mechanics

Skip to primary content. Skip to secondary content. Khan Academy Mastery Mechanics. July 3, 2014. If you’ve used Khan Academy, I’m sure you’re familiar with this graphic. It is shown at the end of each task to inform you of how you have progressed. You may not be familiar with the (somewhat complex) mechanics behind how students progress through each level of mastery, and that’s what I hope to clarify. First, let’s outline some vocabulary. Khan Academy has many different exercises. There are three ways s...

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Skip to primary content. Skip to secondary content. Speeding up GAE Datastore Reads with Protobuf Projection. December 4, 2014. Like most frameworks these days, the Google Appengine (henceforth, GAE) SDK provides an API for reading and writing objects derived from your classes to the datastore. This saves you the boring work of validating raw data returned from the datastore and repackaging it into an easy-to-use object. In particular, GAE uses protocol buffers. Using the magic of monkey patching (run wi...

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