Posted by Dan Galpin, Developer Advocate
We introduced RenderScript in Android 3.0 as a way for applications to run computationally-intensive code on the CPU or GPU without having to make use of the NDK or GPU-specific APIs. As Android has evolved, the NDK tooling and APIs for GPU compute using OpenGL have dramatically improved. In Android 7.0 (API level 24), we added the Vulkan API, which allows for low-level access to GPU hardware features. In Android 10.0 (API level 29) we added the capability to easily share Bitmap hardware buffers between Android SDK and NDK code to speed image processing.
We no longer recommend RenderScript as the optimal way to accomplish these performance-critical tasks, and will be deprecating the APIs in Android 12. We want you to have confidence that your high-performance workloads will run on GPU hardware, and many devices are already shipping with only CPU support for RenderScript. The APIs will continue to function, but compiling RenderScript code when targeting Android 12 will give a warning.
The RenderScript subsystem was also used to implement a number of useful image-processing intrinsics. We're providing an open-source library that contains the highly-tuned CPU implementations for all but the Basic Linear Algebra Subprograms (BLAS) intrinsics. For the cases that we have measured, intrinsics execute faster (often substantially so) on the CPU using our library than running within RenderScript, even on devices where GPU support was possible.
For BLAS, we suggest using one of the many libraries that already provide this functionality, such as netlib’s libblas.
Please file issues with the library here.
To take full advantage of GPU acceleration, we recommend migrating RenderScript scripts to the cross-platform Vulkan API. To help get you started with this transition, we have provided a sample app that demonstrates two RenderScript scripts with Vulkan equivalents.
Because Vulkan is not available on older devices, you may need to manage two code paths: RenderScript on older devices and Vulkan on newer ones. Our documentation has more details on how to migrate.
You can file issues with the sample here.
We on the RenderScript team thank you for your support over the years. We understand that transitions are never easy; our focus on cross-platform APIs such as Vulkan will mean even better tools and support for your GPU-accelerated applications.
Posted by Eugene Liderman, Director, Android Security Strategy and Brooke Davis, Android Security & Privacy Partnerships
With all of the challenges from this past year, users have become increasingly dependent on their mobile devices to create fitness routines, stay connected with loved ones, work remotely, and order things like groceries with ease. According to eMarketer, in 2020 users spent over three and a half hours per day using mobile apps. With so much time spent on mobile devices, ensuring the safety of mobile apps is more important than ever. Despite the importance of digital security, there isn’t a consistent industry standard for assessing mobile apps. Existing guidelines tend to be either too lightweight or too onerous for the average developer, and lack a compliance arm. That’s why we're excited to share ioXt’s announcement of a new Mobile Application Profile which provides a set of security and privacy requirements with defined acceptance criteria which developers can certify their apps against.
Over 20 industry stakeholders, including Google, Amazon, and a number of certified labs such as NCC Group and Dekra, as well as automated mobile app security testing vendors like NowSecure collaborated to develop this new security standard for mobile apps. We’ve seen early interest from Internet of Things (IoT) and virtual private network (VPN) developers, however the standard is appropriate for any cloud connected service such as social, messaging, fitness, or productivity apps.
The Internet of Secure Things Alliance (ioXt) manages a security compliance assessment program for connected devices. ioXt has over 300 members across various industries, including Google, Amazon, Facebook, T-Mobile, Comcast, Zigbee Alliance, Z-Wave Alliance, Legrand, Resideo, Schneider Electric, and many others. With so many companies involved, ioXt covers a wide range of device types, including smart lighting, smart speakers, and webcams, and since most smart devices are managed through apps, they have expanded coverage to include mobile apps with the launch of this profile.
The ioXt Mobile Application Profile provides a minimum set of commercial best practices for all cloud connected apps running on mobile devices. This security baseline helps mitigate against common threats and reduces the probability of significant vulnerabilities. The profile leverages existing standards and principles set forth by OWASP MASVS and the VPN Trust Initiative, and allows developers to differentiate security capabilities around cryptography, authentication, network security, and vulnerability disclosure program quality. The profile also provides a framework to evaluate app category specific requirements which may be applied based on the features contained in the app. For example, an IoT app only needs to certify under the Mobile Application profile, whereas a VPN app must comply with the Mobile Application profile, plus the VPN extension.
Certification allows developers to demonstrate product safety and we’re excited about the opportunity for this standard to push the industry forward. We observed that app developers were very quick to resolve any issues that were identified during their blackbox evaluations against this new standard, oftentimes with turnarounds in a matter of days. At launch, the following apps have been certified: Comcast, ExpressVPN, GreenMAX, Hubspace, McAfee Innovations, NordVPN, OpenVPN for Android, Private Internet Access, VPN Private, as well as the Google One app, including VPN by Google One.
We look forward to seeing adoption of the standard grow over time and for those app developers that are already investing in security best practices to be able to highlight their efforts. The standard also serves as a guiding light to inspire more developers to invest in mobile app security. If you are interested in learning more about the ioXt Alliance and how to get your app certified, visit https://compliance.ioxtalliance.org/sign-up and check out Android’s guidelines for building secure apps here.
Posted by Tom Grinsted, Product Manager, Google Play
Google Play Console metrics can help you understand your app’s performance across growth and acquisition, engagement and monetization, quality, and churn. But with dozens of metrics — and thousands of variations — we know not every metric is relevant to every person. One of the challenges you’ve shared with us is that it can sometimes be difficult to find exactly the metrics that you need for your personal job role, and to access them quickly and regularly once you have found them. .
That’s why today, we’re pleased to announce that you can now customize and pin the precise metrics that matter to you in a personalized KPIs section at the top of your app dashboard. These customizations are unique to you, so you can configure your KPIs however you want without affecting the rest of your team.
Getting started is easy. On the dashboard for any app, scroll down to the KPI section and select “choose KPIs.” You can either build your own or start with suggested KPIs for job specialities, such as Growth, Quality and Health, or Monetization.
There’s an extensive list of available metrics, including our new engagement data and peer comparisons. Search filters make it easy to find just what you want, and once selected you can edit the dimensions and filters to suit your exact needs. For instance, you could display Daily Active Users for your top-five languages; or if you’re a country manager, only show revenue from a specific country or territory.
You can name any of your KPIs to make them easy to remember, and even include emojis!
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Once you’ve configured a list of KPIs that suit you, you can order them to control where they appear. This way, you can make sure that your most important metrics are always first to be seen.
You can include up to 20 KPIs, so your dashboard can be as robust or as streamlined as you want.
In addition to our suggested metrics, you can also pin any other dashboard card to your KPIs. For even finer control, you can even add any reports you’ve saved from the Statistics page. This allows you to create hyper-specific custom KPI cards from any of our core metrics.
There are as many ways to customize your KPIs as there are people using the console. Instead of seeing default KPIs, now everyone can have a customized dashboard showing exactly the metrics that matter to their individual workflows.
Ready to see for yourself? Just log into Google Play Console to try it out.
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Posted by Lisa Martinez, Head of Security & Privacy Business Development, Google Play and Andrew Ahn, Product Manager, Play and Android App Safety
Google helps protect billions of users every day through the use of a robust set of tools designed to keep users safe online. We’re proud to provide a wide range of these same resources to help developers build safe and successful apps. User participation increases when people have a safe and positive app engagement. We’d like to highlight a few of these free tools that developers can consider to help make user experiences safer for everyone.
Reducing toxic conversation with Perspective API
Perspective API, a free product offered by Jigsaw, uses machine learning to identify toxic language, like insults, profanity, or identity based attacks, making it easier to host healthier conversations in your apps. Perspective can be used to give feedback to commenters, help moderators more easily review comments, and keep conversations open online. Many online publishers and developers, such as the New York Times, El País, FACEIT, and Coral by VoxMedia have started to adopt this tool to promote constructive online dialogues. Learn how to get started here.
Increase child safety with Content Safety API
Google’s Content Safety API uses artificial intelligence to help developers better prioritize abuse material for review. We offer this service to NGOs and private companies to support their work protecting children. The API steps up the fight for child safety by prioritizing potentially illegal content for human review and helping reviewers find and report content faster. Quicker identification of new abuse images increases the likelihood that children being abused could be identified and protected from further abuse. Making review queues more efficient and less noisy also reduces the toll on human reviewers, who review images to confirm instances of abuse. Learn more about this on our Protecting Children site.
Prevent links to unsafe files and sites with the Safe Browsing API
Google Safe Browsing helps protect billions of devices every day by showing warnings to users when they attempt to navigate to dangerous sites or download dangerous files. Safe Browsing also notifies webmasters when their websites are compromised by malicious actors. Safe Browsing protections work across Google products and power safer browsing experiences across the Internet. Technical information on how to get started can be found here.
Thank you for continuing to partner with us to provide a positive experience for our shared users on Google Play.
Posted by Eric Bahna, Product Manager
In March, we published the Android for Cars App Library as part of Jetpack and most developers have already migrated their implementations to it! In addition to fantastic partner adoption, drivers have been enthusiastic about the new apps and our quality metrics have been positive.
Partner apps running on the Jetpack library (clockwise from upper left): T map, Chargepoint, Sygic, PlugShare, AmiGO, 2GIS, A Better Route Planner, and Flitsmeister
Today, we’re thrilled to announce that you can publish your Android Auto navigation, parking, and charging apps to production! We’ve been hard at work stabilizing the library, Android Auto, and the publishing process to reach this milestone. Publishing to production enables drivers to use your Android Auto app on their car screen without needing to sign up for a beta program. Here’s how:
Thank you for your collaboration and feedback on the Android for Cars App Library 1.0! One of the most common requests from Android Auto users has been for more categories of apps. Our goal with the library is to enable you to easily bring your app to 500+ models of Android Auto-compatible vehicles while meeting our app quality guidelines. The library abstracts away the complexities of screen form factors and input modes so you can focus on what makes your app shine.
Enabling navigation, parking, and charging apps in production is both a big step and the start of a much longer journey. We’re excited to see what you build and look forward to working together to deliver awesome in-car experiences.
Posted by Caren Chang, Developer Relations Engineer
In case you missed it, we’ve just finished a MAD Skills series on WorkManager. We started by introducing WorkManager for those new to the library and then proceeded to talk more about advanced usages including how to test and debug your WorkManager code. The series ended with an episode on how to migrate your old code from GCMNetworkManager and FirebaseJobDispatcher to use WorkManager instead.
Here’s a quick summary of what we covered.
In our first episode, we explored the basics of WorkManager through the WorkManager codelab. We started by understanding how to define work we want done, and how to schedule the work. We then moved on to implementing different types of work: unique and periodic. Finally, we ended the episode by taking a look at app standby buckets to better understand how WorkManager schedules work.
If you’re new to WorkManager, we also recommend taking a look at the following articles:
The series continued with Ben giving a more in-depth look at how WorkManager deals with multi-threading. When working with threads, you have the option of using Executors, coroutines or RxJava, and Ben demonstrated each of these approaches with WorkManager. The episode concluded by demonstrating how to return a result when the work is completed so that the UI can be updated.
In episode 3, we took a look at how to customize the initialization of WorkManager and support apps that span multiple processes. We’ve gotten a lot of questions from developers around testing and debugging, so Ben also dove into how to test your Workers, and useful debugging techniques.
In episode 4, we focused on how to migrate from old job scheduling libraries (GCMNetworkManager and FirebaseJobDispatcher) to WorkManager. Once your app starts targeting API level 30 and above, GCM NetworkManager and FirebaseJobDispatcher will no longer work on devices running Android Marshmallow (6.0) and above. If your app is still using either of those libraries, now is the time to update your apps to use WorkManager instead!
Android GDE Hugo Visser talked about why he chose to use WorkManager in a health app he recently worked on and how the library has helped his development process.
The series wrapped up with a live Q&A session where we answered your WorkManager related questions. Watch the recording to see all your questions answered, including future plans for WorkManager, handling duplicate work, retrying failed work, and more!
Posted by Luli Perkins, Developer Relations Program Manager
For the March edition of #AndroidDevJourney, we’re highlighting Android developers from all over the world with many different experiences. Early this year, we launched the #AndroidDevJourney series to highlight our community on our social media accounts. Each Saturday, from January through June, we’ll feature a new developer on our Twitter account.
For a chance to be featured in our April spotlight series, tweet us your story using #AndroidDevJourney.
Tell me about your journey to becoming an Android Developer and how you got started.
Since the age of 14, I was very interested in animations and graphic design. I used to watch advertisement animations or cricket match animations of player profiles on TV and wonder how I could create these. Later that year, when my sister purchased our home's first PC, I started learning Microsoft Paint and later Adobe Flash. I worked on Flash for about 11 years throughout high school, University, and my first three jobs in game development.
Game development was and has been my first love in computer science. But, Android became something special for me. It was NOT love-at-first sight because I hated Android when I first learned about it. I still don't know why. Coming from a poor family background, I got a fully-funded scholarship through Prime Minister ICT R&D Scholarship Program and enrolled in National University of Engineering & Technology (NUST), SEECS Islamabad campus.
In my 3rd semester, Android was at 2.2 Froyo. A company organized a workshop at our campus which was attended by high-level tech folks like CTOs, software architects, and lead engineers. University management decided to send three students to attend that workshop and I was lucky enough to be one of them. In simple words, the whole 3-days workshop was over my head. I was a newbie in C++ programming and didn't know anything about Java. And here I was trying to learn high-level Android.
After the workshop, I decided that Android was not for me. However, the university announced an open programming competition for any technology. But they gave extra points for Android submissions. This was my calling. In greed of those extra points, I took up the challenge. I borrowed the only Android book "Hello Android" from my teacher, Sir Shamyl bin Mansoor, and tried to learn as much as I could. Somehow, I managed to submit my first Android app which I showcased on a borrowed laptop with a very slow emulator of Android 2.2. To my surprise, I won it and got Rs. 100,000 prize money. First thing I bought was an Android phone and my journey started.
I started writing about it in a WordPress blog, organized workshops in different universities, made my final year project a 3D game in Adobe Flash, and AIR deployed on a Samsung Galaxy 10 tablet which had a new Android 4 Holo theme and the great Fragments.
After graduation, I got an opportunity from PacktPub (a book publishing company) to write a full book on Android. This was the best achievement I ever received. I managed to co-author two worldwide published 300+ page books (Learning Android Intents & Mastering Android Game Development) on Android in the following two years.
Having about seven years industry hands-on experience in Android development, I spend a lot of time on writing and sharing my knowledge with the community. I mostly write on my website and on Medium. Besides writing, I have been active in open source and have created some Android libraries like EasyFlipView, Room Explorer, etc.
In 2017, I started doing public speaking again. At first, it was a little tough to manage time while working a full-time job and freelance contracts, but it was worth it. I got more and more active in speaking and gave talks at events like Google IO Extended Karachi & Hyderabad in 2018 and 2019, DevFest 2019 Karachi, Pakistan's first DSC Summit, Kotlin Everywhere 2019, and other local events.
From these events, Sami Kizilbash noticed me and nominated me for becoming a Google Developers Expert. It was a tough time because of a serious medical situation with my father at that time, but a year later in February 2020 I became Pakistan's first Google Developers Expert in Android. I never thought that I would be a GDE in a field like Android. It is a big honor and achievement for me, along with a feeling of responsibility to help the community in a better way now. Android development has been my life fuel, career, brought bread for me and my family and happiness in developing and delivering more than 100 apps. With more than 2.5 billion Android devices today, this is an excellent career choice with high growth and potential for upcoming students and developers.
My GDE journey has been a fantastic one. I have enjoyed every moment of it, all the love I got from Google and fellow GDEs - including Joe Birch who actually inspired me to become GDE, Hasan Abid, Saurabh Arora, and Juhani Lehtimaki, and Saad Hamid who also helped me through the process. In all the chaos of 2020, it was a very talkative year for me, as I did 25+ online talks on Jetpack Compose animations concepts.
What’s one shortcut, tip, or hack you can’t live without?
I simply love how Mnemonic Bookmarks make code navigation so much faster and easier. When you are working on a large codebase, it becomes harder to remember which method was where and what was happening in another Fragment. Simply, press Ctrl + F11 and choose any number or character, let's say 1. Now, when you press Ctrl + 1, Android Studio will bring you back on that exact line.
What's the one piece of advice you wish someone would have given you when you started on your journey?
My journey started from my college days. I got selected as an Applied CS facilitator for Android by Google in my second year of university. Because of this, I had to take sessions and help students complete a set of tasks as part of Bootcamp. In my college days I was not very good at Android, so when the opportunity came I took it upon myself to gain some knowledge of Android and then help people with their tasks. Learning to build apps that would be used by a lot of people helped me choose Android as a career. And that is how my journey to become an Android developer started.
I like to use the Macro shortcut in Android Studio.
As a beginner in any domain, not just Android, please keep asking questions on how to improve and learn from people in the community. Some of them might not answer your queries but a handful of them might. And in this way, you can learn and grow from their experience and when the time is right, you might be able to help someone in the coming future. This is the key to success!
My journey in becoming an Android Developer started in 2010, my second year of university when I had the opportunity to participate in a program called “Entrepreneurial Programming and Research on Mobiles” (EPROM). It was a collaboration between MIT and Nokia, and my university was one of the campuses that ran the program. I did not study computer science, so the program was my first exposure to software development. I learned how to build J2ME apps and got exposure to different mobile technologies at the time.
Shortly after the program, I got a work-study opportunity at iQube Labs, where my mentor - James Fowe, who was building a mobile developer community in Nigeria - sent me a bunch of resources and tasks for me to learn how to build Android apps. The Android OS around 2010 was Android Froyo and that was the operating system on which I ran my “Hello world” on Android. Within the next year, I found myself building actual apps on Android Gingerbread.
I have since worked as an Android Developer in different companies ranging from small to mid-sized startups with millions of users, to publicly traded companies, all across many countries. I’ve had the opportunity of working with very brilliant folks that have contributed to my growth and learning.
My journey is not complete without talking about the developer community. I consider myself a product of the community and that’s why I try to give back every now and then when I have the opportunity.
I started getting involved in the developer community at my university - through various student groups, including my local GDG group then co-organized by Moyinoluwa Adeyemi (an Android GDE). I attended meetups and participated in developer challenges and hackathons.
Becoming a GDE for Android is a career milestone I never saw coming. It started in 2016 when John Kimani (Google DevRel manager for SSA) toured my office and we ran into each other at the door. I wasn’t prepared enough to become a GDE the first time my profile was reviewed, but with feedback, guidance, mentorship and hard work, I became an Android GDE in 2018.
I’m grateful to have had the opportunity to travel to so many countries around the world and meet members of the global Android Developer community. I’ve also given talks at conferences and meetups; including DevFests, Droidcon (Nairobi, Dubai, Berlin, Boston), and 360AnDev, to mention a few, about topics I enjoy - Kotlin, Design Systems, Jetpack Compose, and Developer Productivity Engineering.
That’s such a tough one, but I’ll say my favourite AndroidDev tip right now is: use the Android code search tool - https://cs.android.com - and Android API documentation as often as possible. (See also: https://androidsrc.dev/)
The two resources have helped me in answering the “why is this not working” question and understanding what’s happening under the hood. A lot of times, I need to really understand what the Framework function I’m calling does, and the answer is almost always in the documentation or in the source code.
I’ll give two for the price of one:
From a young age, I’ve always loved science fiction books and movies – I always had a gut feeling that whatever career path I went down, it would have something to do with computers. Programming quickly became my favourite creative outlet – it started with creating websites and apps when I was 11, mainly as a way to enhance my other passions such as drawing and making puzzles for my friends.
I got my first Android phone when I was in high school and immediately knew it would open a whole new world of opportunities for me, so I picked up a few books and found a few online tutorials which got me started with code on my phone running Android 2.1 Eclair.
My first app was a flashcards maker. I needed something like that to help me learn English and I couldn’t find anything online - so I made my own!
Thanks to a few of my passion projects, including a flashcard maker app, I managed to quickly land a job as an Android Engineer while I was still completing my Computer Science degree at university. I then tried working across a few other areas in software engineering, but ultimately, Android was always my favourite and ended up becoming my specialty!
It’s not quite a hack, but I honestly don’t know how I lived before ConstraintLayout became a thing! Oh – and Android Weekly’s mailing list, definitely one of the best ways to get all of the relevant news and tutorials in the Android world delivered directly to you every Monday!
Looking back, I definitely recommend putting effort and being really intentional about seeking out other Android engineers around you. Once I started proactively attending meetups and working with other engineers, my skills and knowledge grew exponentially. Collaborating and bouncing around ideas has always been my favourite way to find creative and innovative solutions to problems I’m working on.
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