Blog of our latest news, updates, and stories for developers
Make the web faster with mod_pagespeed, now out of Beta
Wednesday, October 10, 2012
Ilya
Joshua
By Joshua Marantz and Ilya Grigorik, Google PageSpeed Team
Cross-posted with
Google Webmaster Central Blog
and other Google blogs
If your page is on the web, speed matters. For developers and webmasters, making your page faster shouldn’t be a hassle, which is why we
introduced mod_pagespeed in 2010
. Since then the development team has been working to improve the functionality, quality and performance of this open-source Apache module that automatically optimizes web pages and their resources. Now, after almost two years and eighteen releases, we are announcing that we are taking off the Beta label.
We’re committed to working with the open-source community to continue evolving mod_pagespeed, including more, better and smarter optimizations and support for other web servers. Over 120,000 sites are already using mod_pagespeed to improve the performance of their web pages using the latest techniques and trends in optimization. The product is used worldwide by individual sites, and is also offered by hosting providers, such as DreamHost, Go Daddy and content delivery networks like EdgeCast. With the move out of beta we hope that even more sites will soon benefit from the web performance improvements offered through mod_pagespeed.
mod_pagespeed is a key part of our goal to help make the web faster for everyone. Users prefer faster sites and we have seen that faster pages lead to higher user engagement, conversions, and retention. In fact, page speed is one of the signals in
search ranking
and
ad quality scores
. Besides evangelizing for speed, we offer tools and technologies to help measure, quantify, and improve performance, such as Site Speed Reports in
Google Analytics
,
PageSpeed Insights
, and
PageSpeed Optimization
products. In fact, both mod_pagespeed and PageSpeed Service are based on our open-source
PageSpeed Optimization Libraries
project, and are important ways in which we help websites take advantage of the latest performance best practices.
To learn more about mod_pagespeed and how to incorporate it in your site, watch our recent
Google Developers Live session
or visit the
mod_pagespeed product page
.
Joshua Marantz is the technical lead for mod_pagespeed. Ilya Grigorik is the Developer Advocate for Make the Web Fast.
Posted by
Scott Knaster
, Editor
Streak brings CRM to the inbox with Google Cloud Platform
Tuesday, October 9, 2012
By Aleem Mawani, Co-Founder of Streak
Cross-posted with the
Google App Engine Blog
This guest post was written by
Aleem Mawani
, Co-Founder of
Streak
, a startup alum of
Y Combinator
, a Silicon Valley incubator. Streak is a CRM tool built into Gmail. In this post, Aleem shares his experience building and scaling their product using Google Cloud Platform.
Everyone relies on email to get work done – yet most people use separate applications from their email to help them with various business processes. Streak fixes this problem by letting you do sales, hiring, fundraising, bug tracking, product development, deal flow, project management and almost any other business process right inside Gmail. In this post, I want to illustrate how we have used
Google Cloud Platform
to build Streak quickly, scalably and with the ability to deeply analyze our data.
We use several Google technologies on the backend of Streak:
App Engine
to serve our app.
App Engine Datastore
to persist user data.
Memcache
to make operations fast.
BigQuery
to analyze our logs and power dashboards.
App Engine Search API
to let users sift through their data.
Prediction API
to machine learn over user data.
Google Translate API
to translate our app to over 40 languages.
Our core learning is that you should use the best tool for the job. No one technology will be able to solve all your data storage and access needs. Instead, for each type of functionality, you should use a different service. In our case, we aggressively mirror our data in all the services mentioned above. For example, although the source of truth for our user data is in the App Engine Datastore, we mirror that data in the App Engine Search API so that we can provide full text search, Gmail style, to our users. We also mirror that same data in BigQuery so that we can power internal dashboards.
System Architecture
App Engine
- We use App Engine for Java primarily to serve our application to the browser and mobile clients in addition to serving our API. App Engine is the source of truth for all our data, so we aggressively cache using Memcache. We also use
Objectify
to simplify access to the Datastore, which I highly recommend.
Google Cloud Storage
- We mirror all of our Datastore data as well as all our log data in Cloud Storage, which acts as a conduit to other Google cloud services. It lets us archive the data as well as push it to BigQuery and the Prediction API.
BigQuery -
Pushing the data into BigQuery allows us to run non-realtime queries that can help generate useful business metrics and slice user data to better understand how our product is getting used. Not only can we run complex queries over our Datastore data but also over all of our log data. This is incredibly powerful for analyzing the request patterns to App Engine. We can answer questions like:
Which requests cost us the most money?
What is the average response time for every URL on our site over the last 3 days?
BigQuery helps us monitor error rates in our application. We process all of our log data with debug statements, as well as something called an “error type” for any request that fails.
If it’s a known error, we'll log something sensible, and we log the exception type if we haven’t seen it before. This is beneficial because we built a dashboard that queries BigQuery for the most recent errors in the last hour grouped by error type. Whenever we do a release, we can monitor error rates in the application really easily.
A Streak dashboard powered by BigQuery showing current usage statistics
In order to move the data into Cloud Storage from the Datastore and
LogService
, we developed an open source library called
Mache
. It’s a drop-in library that can be configured to automatically push data into BigQuery via Cloud Storage. The data can come from the Datastore or from LogService and is very configurable - feel free to contribute and give us feedback on it!
Google Cloud Platform also makes our application better for our users. We take advantage of the App Engine Search API and again mirror our data there. Users can then query their Streak data using the familiar Gmail full text search syntax, for example, “before:yesterday name:Foo”. Since we also push our data to the Prediction API, we can help users throughout our app by making smart suggestions. In Streak, we train models based on which emails users have categorized into different projects. Then, when users get a new email, we can suggest the most likely box that the email belongs to.
One issue that arises is how to keep all these mirrored data sets in sync. It works differently for each service based on the architecture of the service. Here’s a simple breakdown:
Having these technologies easily available to us has been a huge help for Streak. It makes our products better and helps us understand our users. Streak’s user base grew 30% every week for 4 consecutive months after launch, and we couldn’t have scaled this easily without Google Cloud Platform. To read more details on why Cloud Platform makes sense for our business, check out our
case study
and our post on the
Google Enterprise blog
.
Aleem Mawani
is the co-founder of Streak.com, a CRM tool built into Gmail. Previously, Aleem worked on Google Drive and various ads products at Google. He has a degree from the University of Waterloo in Software engineering and an MBA from Harvard University.
Posted by
Scott Knaster
, Editor
Teaming up on Web Platform Docs
Monday, October 8, 2012
By Alex Komoroske, Product Manager
Cross-posted with the
Chromium Blog
When you want to build something for the web, it's surprisingly difficult to find out how you can implement your vision across all browsers and operating systems. You often need to search across various websites and blogs to learn how certain technologies can be used. It's kind of like a scavenger hunt, except it's not any fun.
This scavenger hunt is soon coming to an end. Google along with the W3C and several
leading internet and technology companies
just
announced
the alpha release of
Web Platform Docs
. Web Platform Docs is a community-driven site that aims to become the comprehensive and authoritative source for web developer documentation.
The founding members of Web Platforms Docs have all already provided a lot of content for the site to help get this effort off to a strong start. However, collectively, we’ve barely scratched the surface. We decided that it would be better to open up Web Platform Docs to the community as early as possible, so that everyone – including you – can help
expand and refine
the documentation, and ultimately define the direction of the site.
If you have more questions about Web Platform Docs, you can find us on
Twitter
.
Alex Komoroske
is a Product Manager on Chrome's Open Web Platform team. Before he was a product manager he was a web developer, and even today he loves building web apps in his spare time.
Posted by
Scott Knaster
, Editor
Fridaygram: celebrating teachers, satellite anniversary, flipping food
Friday, October 5, 2012
By Scott Knaster,
Google Developers Blog
Editor
If you’re a teacher, happy
World Teachers' Day
! Whether you’re a teacher or not, you might take a moment today to think of your favorite teacher, that one who made a big difference to your education and general life outlook. We support education in a
bunch of ways
, such as
YouTube Edu
,
App Engine Education Awards
, and
Google Apps for Education
. And recently we’ve been observing World Teachers' Day by recognizing a few amazing teachers on our
+Google in Education
page. Here on Fridaygram, we try to honor our teachers by using good spelling and grammar.
Savvy history and science teachers might have told their students that yesterday was the
55th anniversary of the Sputnik launch
. Sputnik was the first human-made object to reach space. Sputnik looked like a basketball with antennas stuck to its side, and the little (585 mm diameter) spacecraft
beeped
its way around the world. Sputnik only lasted about 3 months in orbit, but it was a huge milestone.
Sputnik (replica)
Finally, here’s something that might prove educational: it's a video that shows
how to flip food in a pan
just like a pro. Spoiler alert: you’re supposed to move the pan back and forth, rather than actually trying to flip the food into the air. This will give you something to practice over the weekend.
All week long we post about important developer topics. Once a week, on Friday, we do a
Fridaygram
just for stuff that’s fun and interesting, but not necessarily developer-related. Special thanks this week to
Boing Boing
for showing off the food-flipping video.
Get a front row seat with GDL Presents
Wednesday, October 3, 2012
By Peter Lubbers, Program Manager, Google Chrome Developer Relations
Calling designers, web developers, and the creatively curious! Next week marks the launch of
Google Developers Live Presents,
a new series of exclusive programming from
GDL
.
Presents
kicks off this month with
Design Ignites the Web
, a family of episodes that takes you on a journey from back-end to front-end, showing you how to create compelling projects in the browser. The series will feature exclusive interviews with the developers behind select
Chrome Experiments
,
Chrome WebLab
,
Movi.Kanti.Revo
, and DevArt.
UPDATED Oct. 4: new dates and links for some events (see below).
So, what’s coming up?
Make Web Magic: The Minds Behind the Most Popular Chrome Experiments |
Tuesday, October 9 - Part 1, 1:00 PM PDT
|
20:00 UTC
[Event page]
| Part II, 2:00 PM PDT
|
21:00 UTC
[Event page]
|
Part III, 3:00 PM PDT
|
22:00 UTC
[Event page]
Using the latest open web technologies, the developers creating some of the most inspired Chrome Experiments showcase their latest web experiments and discuss how they are making the web faster, more fun, and open in this 3-episode hangout.
Host:
Paul Irish
,
Developer Advocate, Chrome
Guests: Hakim:
Google+
,
Website
| Michael Deal:
Google+
,
Website
| Mark Danks:
Google+
,
Website
All the Web’s a Stage: Building a 3D Space in the Browser
|
Thursday, October 11 - 10:30 AM PDT | 17:30 UTC
[Event page]
Meet the designers and creative team behind a new sensory Chrome experiment,
Movi.Kanti.Revo
, in a live, design-focused Q&A. Learn how Cirque du Soleil and Subatomic Systems worked to translate the wonder of Cirque into an environment built entirely with markup and CSS.
Host:
Pete LePage
,
Developer Advocate
Guests:
Gillian Ferrabee,
Creative Director, Images & Special Projects,
Cirque du Soleil | Nicole McDonald,
Director/Creative Director,
Subatomic Systems
Van Gogh Meets Alan Turing: The Browser Becomes a Canvas with DevArt
|
UPDATED DATE AND LINK:
Friday, October 19 - 10:00 AM PDT
|
17:00 UTC
[Event page]
How can art and daily life be joined together? Host Ido Green chats with creators Uri Shaked and Tom Teman about tackling this question with their “Music Room” – a case study in the power of Android – and with Emmanuel Witzthum on his project “Dissolving Realities,” which aims to connect the virtual environment of the Internet using Google Street View.
Host:
Ido Green
,
Developer Advocate
Guests: Uri Shaked, Tom Teman, and
Emmanuel Witzthum
Push the Limits: Building Extraordinary Experiences with Chrome
|
UPDATED DATE AND LINK:
Week of October 29
[Event page]
The experiments in
Chrome Web Lab
are pushing the limits of what developers can build in a browser. Explore the design and technical mastery that went into making extraordinary experiences, directly from the experiments’ home, the London Science Museum.
Hosts:
Pete LePage
,
Developer Advocate
|
Paul Kinlan
,
Developer Advocate
Guests:
Tellart
&
B-Reel
representatives for
Universal Orchestra, Sketchbot, Teleporter, LabTag, DataTracer
If you can’t make the live show, you’ll still be able to see recordings of these and past sessions on our
YouTube channel
. For more information on our monthly schedule, add
+Google Developers
to your circles and follow
@googledevs
on Twitter.
Peter Lubbers
works on the Chrome Developer Relations Team, spreading HTML5 and Open Web goodness. A native of the Netherlands, Peter served as a Special Forces commando in the Royal Dutch Green Berets.
Posted by
Scott Knaster
, Editor
More than a Map: a new site to explore the full power of the Google Maps API
Wednesday, October 3, 2012
By Ken Hoetmer, Product Manager, Google Maps JavaScript APIs
We’re constantly working to build the most comprehensive, accurate and usable maps in the world for our users--no matter where or how they access Google Maps. While millions of people come directly to
maps.google.com
to search for a nearby business or get directions, many people around the globe experience Google Maps on their favorite website or application thanks to the
Google Maps API
(and some very talented developers). In fact, today 800,000 active websites and apps are using the Google Maps API to create interesting and useful experiences for you.
MoreThanAMap.com
To demonstrate the capabilities and features of the Google Maps API, today we’re launching a new website called
morethanamap.com
. This site showcases the unique features of the Google Maps API and how developers are using it.
Visit
morethanamap.com
to learn more!
Through
morethanamap.com
you’ll learn how developers can embed popular Google Maps features like Street View, public transit directions, location data, and advanced data visualization capabilities into their website or app. The interactive demos on
morethanamap.com
show how these features are ready to be added to any website or app.
Developers can use the Google Maps API to embed Street View imagery into their sites
Even if you’re not a developer, the animated
London Heathrow flight map
or
global population heat map
are a fun way to visualize data and explore the power of Google Maps.
Google Maps Developers Stories from Around the World
Morethanamap.com
also features stories from our community of developers who are using the Google Maps API to
start businesses
,
help improve their communities
or
save the environment
. Starting next week we’ll showcase these stories weekly on the
Geo Developers Blog
. And follow us on
Google+
to learn more.
With just a
backpack and a camera
Google Maps team member
Carlos Cuesta
went on a global tour to video blog six distinct developers who are creating thriving applications with the Google Maps API.
Start exploring what’s possible with the Google Maps API today at:
morethanamap.com
.
Ken Hoetmer is Product Manager of the Google Maps JavaScript APIs, based in Sydney, Australia. A long time Maps API developer, he claims to have been the first external user of JavaScript Maps API v3.
Posted by
Scott Knaster
, Editor
GDG DevFest Season, round 2: Happily hacking!
Tuesday, October 2, 2012
By Phoebe Peronto, Developer Marketing
“Happily hacking!” was GDG DevFest organizer Simon Buxton’s share directly from the DevFest Auckland event on September 29th. This past weekend marked the second round of community-organized DevFests. Local Google Developer Groups powered up the developer community with 11 total events. From hackathons that produced compelling and polished apps, to local press coverage, to excitement for future events, this most recent round of DevFest events showcased the engagement and innovation thriving in the Google developer ecosystem. Below, we’ve spotlighted key moments from last weekend’s events and provided a schedule for those coming up next.
Find your nearest GDG
,
attend an event
, and
join the community
!
DevFest Jakarta
|
Host
:
GDG Jakarta
Tech In Asia
recapped the most memorable moments from DevFest Jakarta.
DevFest Kyoto
|
Host
:
GDG Kyoto
“今、DevFest Kyotoでは、CodeLabの真っ最中です！写真は後でアップします。
“ –
GDG Kyoto +Page Update
DevFest IIT Guwahati
|
Host
:
GDG IIT Guwahati
“75 developers and designers, 25 teams, 15 prototype submissions with 5 complete projects define a successful 12-hour hackathon as part of the first-ever GDG DevFest held at +
IIT Guwahati
. Thanks a lot +
Google Developers
for sharing our update, most importantly for supporting such a great GDG program and a flagship event like DevFest. It's not even 24 hours after our hackathon and students at +
IIT Guwahati
are asking when's the next one !! <3 . Hope the fruitful collaboration continues for years to come.” –
GDG IIT Guwahati +Page Update
Photo Gallery
DevFest Goa
|
Host
:
GDG Goa
“We had an awesome devfest extending over two days 29th and 30th Sep 2012. The event was attended by about 100 developers (Day 1 and Day 2). We had two tracks on Day 1 featuring Android and Modern Web (Chrome/HTML5/Dart), followed by a hackathon on Day 2. In fact, we hosted a code lab on HTML5 in which a complete 2D game was developed step-by-step by participants. Out of the hackathon came more than 6 apps, 4 of which were completely polished (will be live in one week’s time). From an HTML5 version of “Draw My Thing,” to an Android rescue app that logs the user out of all accounts in the event of one’s phone being misplaced, to a presentation app featuring an HTML5 version of Prezi and Mupples, the hackathon entries ran the gambit. Participants really enjoyed. Explore the event gallery on our
+Page
, Facebook, and Twitter.” –
Smarth Behl, GDG DevFest Goa Organizer
DevFest Surabaya
|
Host
:
GDG Surabaya
“DevFest Surabaya took place on September 29th at Sekolah Tinggi Teknik Surabaya, Ngagel Jaya Tengah 73-77, Surabaya, Indonesia, hosting a total of 267 developers. Of the tracks focusing on Maps, Android, and HTML5, highlight sessions included Merci Niebres (Google Senior Marketing Events Team) explaining Google's technology impact on developers all around the world, Anna Chernova (Google Quantitative Analyst) covering various Google Maps API for developers, and Vivi Wei Zhang (Metaps Singapore) discussing monetizing Android applications. Attendees were ecstatic about the event and look forward to the next GDG event.” –
Esther Irawati Setiawan, GDG DevFest Organizer
Photo Gallery
DevFest Seattle
|
Host
:
GDG Seattle
Can’t get enough GDG? Visit this past weekend’s events +Pages for more info:
Jakarta
Kyoto
Washington, D.C.
IIT Guwahati
GDG Goa
Surabaya
Auckland
Colombo
Seattle
Amman
Bangalore
Upcoming DevFests
Santa Fe, Argentina
| 10/2/2012
Buenos Aires, Argentina
| 10/3/2012
Kuala Lumpur, Malaysia
| 10/4/2012
Mumbai, India
| 10/5/2012
Pune, India
| 10/6/2012
Bandung, Indonesia
| 10/6/2012
Kathmandu, Nepal
| 10/6/2012
Amman, Jordan
| 10/6/2012
DevFest season goes until November 11th, so you still have time to get involved. It’s a really simple process:
find your nearest GDG
,
attend an event
, and
join the community
! Visit
devfest.info
for specific event details and session updates.
Phoebe Peronto is an Associate Product Marketing Manager on the Developer Marketing team here at Google. She’s a foodie who has a penchant for traveling, politics, and running. Oh, and of course...Go Cal Bears!
Posted by
Scott Knaster
, Editor
Got big JSON? BigQuery expands data import for large scale web apps
Monday, October 1, 2012
By Ryan Boyd, Developer Advocate
JSON is the data format of the web. JSON is used to power most modern websites, is a native format for many NoSQL databases hosting top web applications, and provides the primary data format in many REST APIs.
Google BigQuery
, our cloud service for ad-hoc analytics on big data, has now added support for JSON and the nested/repeated structure inherent in the data format.
JSON opens the door to a more object-oriented view of your data compared to CSV, the original data format supported by BigQuery. It removes the need for duplication of data required when you flatten records into CSV. Here are some examples of data you might find a JSON format useful for:
Log files, with multiple headers and other name-value pairs.
User session activities, with information about each activity occurring nested beneath the session record.
Sensor data, with variable attributes collected in each measurement.
Nested/repeated data support is one of our most requested features. And while BigQuery's underlying infrastructure supports it, we'd only enabled it in a limited fashion through M-Lab's test data. Today, however, developers can use JSON to get any nested/repeated data into and out of BigQuery.
For more information on importing JSON and nested/repeated data into BigQuery, check out the
new guide
in our documentation. You should also see the
Dealing with Data section
for details on the new querying syntax available for this type of data.
Improvements to Data Loading Pipeline
We’ve made it much easier to ingest data into BigQuery – up to 1TB of data per load job, with each file up to 100GB uncompressed JSON or CSV. We’ve also eliminated the 2 imports per minute rate limit, enabling you to submit all your ingestion jobs and let us handle the queuing as necessary. In a recent project I’ve been working on, import jobs for 3TB of data that previously took me 12 hours to run now take me only 36 minutes –
a 20x improvement
!
We’ve published a new
Ingestion Cookbook
that explains how to take advantage of these
new limits
.
We’re initiating a small trusted tester program aimed at making it easier to move your data from the App Engine Datastore to BigQuery for analysis. If you store a lot of data in Datastore and are also using BigQuery, we’d like to hear from you. Please
sign up now
to be considered for the trusted tester program.
Learn more this week
Michael Manoochehri
, Siddartha Naidu and
I
are in London this week talking about BigQuery and these new features at the
Strata big data conference
.
Ju-kay Kwek
will also be talking about BigQuery at the
Interop NYC conference
tomorrow. Please stop by, say hi, and let us know what you’re doing with big data.
We’ll also be producing a
Google Developers Live session
from
Campus London
on Friday at 16:00 BST (15:00 GMT).
Ryan Boyd
is a Developer Advocate, focused on big data. He's been at Google for 6 years and previously helped build out the Google Apps ISV ecosystem. He published his first book, "Getting Started with OAuth 2.0", with O'Reilly.
Posted by
Scott Knaster
, Editor
Fridaygram: underwater views, disappointing squid, space move
Friday, September 28, 2012
By Scott Knaster,
Google Developers Blog
Editor
If you’re making a map of the world, you have to pay attention to the large fraction of the planet that’s beneath the water. That’s why Google Maps now includes
underwater panoramic images
from around the oceans. Naturally, there are a lot of wonderful sights to see, including a
sea turtle with a school of fish
and an
ancient boulder coral
. And just for fun, you can watch an
underwater hangout
from the Great Barrier Reef, without traveling to Australia or getting wet.
We don’t know if Google Maps has yet captured an image of a vampire squid (
Vampyroteuthis infernalis
). But
researchers have found
that this creature, whose name means "vampire squid from hell", has been more than a little overhyped. The vampire squid doesn’t hunt victims for blood. Instead, it eats random detritus floating around in the ocean. Still: great name!
Finally, the people who operate the International Space Station have a lot to do, such as making sure it doesn’t plow into any space junk. With that excellent goal in mind, NASA was
considering moving the ISS this week
to avoid an old satellite and a piece of rocket in its path. How do you move the ISS? By firing the engines of a docked cargo ship, of course!
Fridaygram
posts are mostly for fun, not necessarily for developer stuff like our posts the rest of the week. This week Google turned 14 years old, and like lots of others its age, Google is already
learning how to drive
.
How redBus uses BigQuery to master big data
Friday, September 28, 2012
By Pradeep Kumar, redBus
This guest post was written by Pradeep Kumar. Pradeep is a technical architect at
redBus
, an online travel agency in India that provides a unified online bus ticketing service. We recently published a
business case study
for redBus and wanted to dive into some more technical detail for the readers of the Google Developers Blog.
Our company
has been providing Internet bus ticketing for India since 2006. There are more than 10,000 bus routes available for booking, and we have dozens of machines processing booking requests. Each step in the booking process produces a lot of data – on search terms, route availability, server health and more. We needed tools to to be able to process this data quickly and easily to determine whether decreases in customer bookings are the result of server problems or simply less demand.
While we typically use relational databases to store and analyze data, we knew we needed something more powerful if we wanted to analyze 500GB or more, so we started to look at open source frameworks like
Hadoop
and analysis platforms like
Hive
and
Pig
. We found that these frameworks require considerable in-house expertise and infrastructure investments and wouldn’t give us answers to our questions as fast as we wanted. We decided to try out
Google BigQuery
as a trusted tester, with hopes that it would give us the ability to perform quick iterative analysis without much up-front investment. Our initial tests went very well, so we started building our analysis tools on top of BigQuery.
BigQuery allows us to run SQL-like queries to understand the bus routes in highest demand and what types of searches users are performing. We’ve also used it to build internal dashboards that give us a snapshot of system health.
For more information on how we structured our immutable tables, pipelined our data into BigQuery for analysis using RabitMQ, and to see example SQL queries we’ve used, check out my
article on developers.google.com
.
Pradeep Kumar is a technical architect at
redBus
.
Posted by
Scott Knaster
, Editor
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