投稿時間:2021-05-04 03:33:47 RSSフィード2021-05-04 03:00 分まとめ(35件)

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IT 気になる、記になる… Twitter、音声チャットルーム「スペース」をフォロワー数が600人以上の全ユーザーに提供開始 https://taisy0.com/2021/05/04/140041.html spaces 2021-05-03 17:58:13
IT 気になる、記になる… Apple、「watchOS 7.4.1」をリリース https://taisy0.com/2021/05/04/140038.html apple 2021-05-03 17:34:19
IT 気になる、記になる… Apple、「macOS Big Sur 11.3.1」をリリース https://taisy0.com/2021/05/04/140036.html apple 2021-05-03 17:33:25
IT 気になる、記になる… Apple、一部の旧モデル向けに「iOS 12.5.3」をリリース https://taisy0.com/2021/05/04/140034.html apple 2021-05-03 17:16:20
IT 気になる、記になる… Apple、「iOS 14.5.1」と「iPadOS 14.5.1」をリリース https://taisy0.com/2021/05/04/140032.html apple 2021-05-03 17:14:54
AWS AWS Developer Blog Announcing the end of support for AWS SDK for .NET version 2 (v2) https://aws.amazon.com/blogs/developer/announcing-the-end-of-support-for-aws-sdk-for-net-version-2-v2/ Announcing the end of support for AWS SDK for NET version v AWS SDK for NET version v has reached the end of support We will no longer publish any updates to NET SDK v including critical bugs or security updates Previously published releases will continue to be available via NuGet The code will remain on GitHub but the repository may be archived in the future … 2021-05-03 17:13:43
AWS AWS Machine Learning Blog Creating an end-to-end application for orchestrating custom deep learning HPO, training, and inference using AWS Step Functions https://aws.amazon.com/blogs/machine-learning/orchestrate-custom-deep-learning-hpo-training-and-inference-using-aws-step-functions/ Creating an end to end application for orchestrating custom deep learning HPO training and inference using AWS Step FunctionsAmazon SageMaker nbsp hyperparameter tuning provides a built in solution for scalable training and hyperparameter optimization HPO However for some applications such as those with a preference of different HPO libraries or customized HPO features we need custom machine learning ML solutions that allow retraining and HPO This post offers a step by step guide to build a custom deep … 2021-05-03 17:33:00
AWS AWS Security Blog How to confirm your automated Amazon EBS snapshots are still created after the TLS 1.2 uplift on AWS FIPS endpoints https://aws.amazon.com/blogs/security/tls-1-2-confirm-your-connections/ How to confirm your automated Amazon EBS snapshots are still created after the TLS uplift on AWS FIPS endpointsWe are happy to announce that all AWS Federal Information Processing Standard FIPS nbsp endpoints have been updated to only accept a minimum of Transport Layer Security TLS connections This ensures that our customers who run regulated workloads can meet FedRAMP compliance requirements that mandate a minimum of TLS encryption for data in transit Attempts … 2021-05-03 17:29:42
AWS AWS How can I authorize and revoke security group ingress rules using AMS automated change types? https://www.youtube.com/watch?v=SS254JP0PY8 How can I authorize and revoke security group ingress rules using AMS automated change types For more information about AWS Managed Services see Or watch this video Rohan shows you how to authorize and revoke security group ingress rules using AMS automated change types 2021-05-03 17:54:59
AWS AWS How do I create an RFC using the AWS Managed Services CLI and where can I find the CT Schema? https://www.youtube.com/watch?v=IluDFwnJJFU How do I create an RFC using the AWS Managed Services CLI and where can I find the CT Schema For more information about AWS Managed Services see Or watch this video Nikita shows you how to create an RFC using the AWS Managed Services CLI and where can you find the CT Schema 2021-05-03 17:52:23
AWS AWS Security Blog How to confirm your automated Amazon EBS snapshots are still created after the TLS 1.2 uplift on AWS FIPS endpoints https://aws.amazon.com/blogs/security/tls-1-2-confirm-your-connections/ How to confirm your automated Amazon EBS snapshots are still created after the TLS uplift on AWS FIPS endpointsWe are happy to announce that all AWS Federal Information Processing Standard FIPS nbsp endpoints have been updated to only accept a minimum of Transport Layer Security TLS connections This ensures that our customers who run regulated workloads can meet FedRAMP compliance requirements that mandate a minimum of TLS encryption for data in transit Attempts … 2021-05-03 17:29:42
js JavaScriptタグが付けられた新着投稿 - Qiita JavaScriptで動画のサムネイルを作成して保存する https://qiita.com/economist/items/1f1b7686861a8b5a1556 使い方動画ファイルを開くサムネイルにしたいシーンを選択するsaveボタンを押すと、サムネイルを保存できますサムネイル画像の仕様は×のJPEG。 2021-05-04 02:02:49
Program [全てのタグ]の新着質問一覧|teratail(テラテイル) SCSSでのif文について https://teratail.com/questions/336491?rss=all SCSSでのif文について前提・実現したいこと検索ボタンの虫眼鏡などをクリックしたときに入力バーが伸び、下にulでキーワードの候補を表示しようとしています。 2021-05-04 02:26:17
海外TECH DEV Community React authentication, simplified https://dev.to/tyrw/react-authentication-simplified-18gl React authentication simplifiedAuthentication is one of those things that just always seems to take a lot more effort than we want it to To set up auth you have to re research topics you haven t thought about since the last time you did authentication and the fast paced nature of the space means things have often changed in the meantime New threats new options and new updates may have kept you guessing and digging through docs in your past projects In this article we lay out a different approach to authentication plus access control amp SSO in React applications Rather than add a static library that you have to keep up to date or re research each time you want to implement auth we ll use a service that stays up to date automatically and is a much simpler alternative to Auth Okta and others React authenticationWe typically use a similar approach when writing authentication in React our React app makes a request to our authentication server which then returns an access token That token is saved in the browser and can be used in subsequent requests to your server or other servers if needed Whether writing standard email amp password authentication or using magic links or single sign on SSO logins like Google Azure or Facebook we want our React app to send an initial request to an authentication server and have that server handle all the complexity of generating a token So React s responsibility in authentication is to Send the initial request to the authentication serverReceive and store the access tokenSend the access token to your server with each subsequent request JWT access tokensJSON Web Tokens JWTs are compact URL safe tokens that can be used for authentication and access control in React applications Each JWT has a simple JSON object as its “payload and is signed such that your server can verify that the payload is authentic An example JWT would look like eyJhbGciOiJIUzINiIsInRcCIIkpXVCJ eyJcVySWQiOjEsImFdGhvcmlYXRpbiOiJhZGpbiJ fiKN xiqrQNQtOejiriotT rverusskbQXnAThe payload for this token is the middle section separated by periods eyJcVySWQiOjEsImFdGhvcmlYXRpbiOiJhZGpbiJThe JWT payload can be decoded from base to yield the JSON object JSON parse atob eyJcVySWQiOjEsImFdGhvcmlYXRpbiOiJhZGpbiJ gt “userId “authorization “admin It s important to note that this payload is readable by anyone with the JWT including your React application or a third party Anyone that has the JWT can read its contents However only the authentication server can generate valid JWTs your React application your application server or a malicious third party cannot generate valid JWTs So in addition to reading the JWT your server also needs to verify the JWT as authentic by checking it against a public key This allows your application server to verify incoming JWTs and reject any tokens that were not created by the authentication server or that have expired The flow for using a JWT in a React application looks like this Your React app requests a JWT whenever the user wants to sign on The authentication server generates a JWT using a private key and then sends the JWT back to your React app Your React app stores this JWT and sends it to your application server whenever your user needs to make a request Your application server verifies the JWT using a public key and then read the payload to determine which user is making the request Each of these steps is simple to write down but each step has its own pitfalls when you actually want to implement it and keep it secure Especially over time as new threat vectors emerge and new platforms need to be patched or supported the security overhead can add up quickly Userfront removes auth complexity in React appsUserfront is a framework that abstracts away auth complexity This makes it much easier for you to work with authentication in a React application and perhaps most importantly keeps all the auth protocols updated for you automatically over time The underlying philosophy with Userfront is that world class auth should not take effort it should be easy to set up and security updates should happen for you automatically Userfront has all the bells and whistles of authentication Single Sign On SSO access control and multi tenancy with a production ready free tier up to monthly active users For most modern React applications it s a great solution Setting up authentication in ReactNow we will go through building all the main aspects of authentication in a React application The final code for this example is available here Use your favorite boilerplate to set up your React application and get your build pipeline in order In this article we ll use Create React App which does a lot of the setup work for us and we ll also add React Router for our client side routing Start by installing Create React App and React Router npx create react app my appcd my appnpm install react router dom savenpm startNow our React application is available at http localhost Just like it says we can now edit the src App js file to start working Replace the contents of src App js with the following based on the React Router quickstart src App jsimport React from react import BrowserRouter as Router Switch Route Link from react router dom export default function App return lt Router gt lt div gt lt nav gt lt ul gt lt li gt lt Link to gt Home lt Link gt lt li gt lt li gt lt Link to login gt Login lt Link gt lt li gt lt li gt lt Link to reset gt Reset lt Link gt lt li gt lt li gt lt Link to dashboard gt Dashboard lt Link gt lt li gt lt ul gt lt nav gt lt Switch gt lt Route path login gt lt Login gt lt Route gt lt Route path reset gt lt PasswordReset gt lt Route gt lt Route path dashboard gt lt Dashboard gt lt Route gt lt Route path gt lt Home gt lt Route gt lt Switch gt lt div gt lt Router gt function Home return lt h gt Home lt h gt function Login return lt h gt Login lt h gt function PasswordReset return lt h gt Password Reset lt h gt function Dashboard return lt h gt Dashboard lt h gt Now we have a very simple app with routing RouteDescription Home page loginLogin page resetPassword reset page dashboardUser dashboard for logged in users onlyThis is all the structure we need to start adding authentication Signup login and password reset with UserfrontFirst create a Userfront account at This will give you a signup form login form and password reset form you can use for the next steps In the Toolkit section of your Userfront dashboard you can find the instructions for installing your signup form Follow the instructions by installing the Userfront react package with npm install userfront react savenpm startThen add the form to your home page by importing and initializing Userfront and then updating the Home function to render the form src App jsimport React from react import BrowserRouter as Router Switch Route Link from react router dom import Userfront from userfront react Userfront init demo const SignupForm Userfront build toolId nkmbbm export default function App return lt Router gt lt div gt lt nav gt lt ul gt lt li gt lt Link to gt Home lt Link gt lt li gt lt li gt lt Link to login gt Login lt Link gt lt li gt lt li gt lt Link to reset gt Reset lt Link gt lt li gt lt li gt lt Link to dashboard gt Dashboard lt Link gt lt li gt lt ul gt lt nav gt lt Switch gt lt Route path login gt lt Login gt lt Route gt lt Route path reset gt lt PasswordReset gt lt Route gt lt Route path dashboard gt lt Dashboard gt lt Route gt lt Route path gt lt Home gt lt Route gt lt Switch gt lt div gt lt Router gt function Home return lt div gt lt h gt Home lt h gt lt SignupForm gt lt div gt function Login return lt h gt Login lt h gt function PasswordReset return lt h gt Password Reset lt h gt function Dashboard return lt h gt Dashboard lt h gt Now the home page has your signup form Try signing up a user The form is in Test mode by default which will create user records in a test environment you can view separately in your Userfront dashboard Continue by adding your login and password reset forms in the same way that you added your signup form src App jsimport React from react import BrowserRouter as Router Switch Route Link from react router dom import Userfront from userfront react Userfront init demo const SignupForm Userfront build toolId nkmbbm const LoginForm Userfront build toolId alnkkd const PasswordResetForm Userfront build toolId dkbmmo export default function App return lt Router gt lt div gt lt nav gt lt ul gt lt li gt lt Link to gt Home lt Link gt lt li gt lt li gt lt Link to login gt Login lt Link gt lt li gt lt li gt lt Link to reset gt Reset lt Link gt lt li gt lt li gt lt Link to dashboard gt Dashboard lt Link gt lt li gt lt ul gt lt nav gt lt Switch gt lt Route path login gt lt Login gt lt Route gt lt Route path reset gt lt PasswordReset gt lt Route gt lt Route path dashboard gt lt Dashboard gt lt Route gt lt Route path gt lt Home gt lt Route gt lt Switch gt lt div gt lt Router gt function Home return lt div gt lt h gt Home lt h gt lt SignupForm gt lt div gt function Login return lt div gt lt h gt Login lt h gt lt LoginForm gt lt div gt function PasswordReset return lt div gt lt h gt Password Reset lt h gt lt PasswordResetForm gt lt div gt function Dashboard return lt h gt Dashboard lt h gt At this point your signup login and password reset should all be functional Your users can sign up log in and reset their password Protected route in ReactUsually we don t want users to be able to view the dashboard unless they are logged in This is known as protecting a route Whenever a user is not logged in but tries to visit dashboard we can redirect them to the login screen We can accomplish this by updating the Dashboard component in src App js to handle the conditional logic When a user is logged in with Userfront they will have an access token available as Userfront accessToken We can check for this token to determine if the user is logged in Add the Redirect component to the import statement for React Router and then update the Dashboard component to redirect if no access token is present src App jsimport React from react import BrowserRouter as Router Switch Route Link Redirect Be sure to add this import from react router dom function Dashboard function renderFn location If the user is not logged in redirect to login if Userfront accessToken return lt Redirect to pathname login state from location gt If the user is logged in show the dashboard const userData JSON stringify Userfront user null return lt div gt lt h gt Dashboard lt h gt lt pre gt userData lt pre gt lt button onClick Userfront logout gt Logout lt button gt lt div gt return lt Route render renderFn gt Notice also that we ve added a logout button by calling Userfront logout directly lt button onClick Userfront logout gt Logout lt button gt Now when a user is logged in they can view the dashboard If the user is not logged in they will be redirected to the login page React authentication with an APIYou will probably want to retrieve user specific information from your backend In order to protect these API endpoints your server should check that incoming JWTs are valid There are many libraries to read and verify JWTs across various languages here are a few popular libraries for handling JWTs Node js NETPythonJavaFor Userfront the access token is available in your React application as Userfront accessToken Your React application can send this as a Bearer token inside the Authorization header For example Example of calling an endpoint with a JWTasync function getInfo const res await window fetch your endpoint method GET headers Content Type application json Authorization Bearer Userfront accessToken console log res getInfo To handle a request like this your backend should read the JWT from the Authorization header and verify that it is valid using the public key found in your Userfront dashboard Here is an example of Node js middleware to read and verify the JWT Node js example Express js const jwt require jsonwebtoken function authenticateToken req res next Read the JWT access token from the request header const authHeader req headers authorization const token authHeader amp amp authHeader split if token null return res sendStatus Return if no token Verify the token using the Userfront public key jwt verify token process env USERFRONT PUBLIC KEY err auth gt if err return res sendStatus Return if there is an error verifying req auth auth next Using this approach any invalid or missing tokens would be rejected by your server You can also reference the contents of the token later in the route handlers using the req auth object console log req auth gt mode test tenantId demo userId userUuid abdbdc bba dd edf acaf isConfirmed false authorization demo tenantId demo name Demo project roles admin permissions sessionId dbfa c cdaaf iat exp With this information you can perform further checks as desired or use the userId or userUuid to look up user information to return For example if you wanted to limit a route to admin users you could check against the authorization object from the verified access token Node js example Express js app get users req res gt const authorization req auth authorization demo if authorization roles includes admin Allow access else Deny access React SSO Single Sign On From here you can add social identity providers like Google Facebook and LinkedIn to your React application or business identity providers like Azure AD Office and more You do this by creating an application with the identity provider e g Google and then adding that application s credentials to the Userfront dashboard The result is a modified sign on experience No additional code is needed to implement Single Sign On using this approach you can add and remove providers without updating your forms or the way you handle JWTs Final notesAdding authentication and access control to your React application doesn t have to be a hassle Both the setup step and more importantly the maintenance over time are handled with modern platforms like Userfront JSON Web Tokens allow you to cleanly separate your auth token generation layer from the rest of your application making it easier to reason about and more modular for future needs This architecture also allows you to focus your efforts on your core application where you are likely to create much more value for yourself or your clients For more details on adding auth to your React application visit the Userfront guide which covers everything from setting up your auth forms to API documentation example repositories working with different languages and frameworks and more Create a free Userfront project 2021-05-03 17:46:23
海外TECH DEV Community 5 Reasons to use Node-js along with React-js https://dev.to/anushree71199/5-reasons-to-use-node-js-along-with-react-js-3347 Reasons to use Node js along with React jsAlways been wondering how and why do we use node js along with react js Well same here but I can list down the very needed five reasons every web developer thinks about before starting their work on building a website P S Trying not to make this post boring because React can never be boring that too plus node it is just going to be dope So what are we waiting for Let s get right into it Helps in maintaining high server loadYeah you heard it right having node with your react project makes it super easy for the server to maintain server requests as node can handle multiple server requests on top of that it helps in maintaining the server load balance Helps in maintaining dynamic websiteDynamic websites are those websites that have to maintain a real time database and to manage those kinds of websites react node helps a lot in short your problem for the front end plus back end can be resolved using these two combos for sure Helps in creating single page applications easilySingle page applications like Gmail Facebook can be easily made using node and react Here react provides a very interactive UI UX whereas the node provides a very simple back end model Helps in building JSON for your APIsJSON files stands for JavaScript object notation it helps in transmitting data between website and a server APIs are used in programming an application as a developer you have to talk to the users for certain inputs and also with the program application to give specific output for that input Now node helps in creating reusable code and this code gets shareable using react Helps while creating MERN stack applicationsThe web applications that use mongoDB express js react js and node js Using this we can create applications like e commerce websites banking websites and many more React plus node will help us in building such applications with ease Ending this post with a reminder to take care of yourselves and keep coding ️ 2021-05-03 17:21:21
Apple AppleInsider - Frontpage News Apple releases macOS Big Sur 11.3.1 with fixes for flaws exploited in the wild https://appleinsider.com/articles/21/05/03/apple-releases-macos-big-sur-1131-with-fixes-for-flaws-exploited-in-the-wild?utm_medium=rss Apple releases macOS Big Sur with fixes for flaws exploited in the wildAlongside iOS Apple has released a minor point update to macOS Big Sur that contains security fixes for two vulnerabilities that the company says may have been exploited in the wild Credit AppleThe macOS Big Sur update should now be available to users as an over the air download It s a relatively minor update with no user facing features but it does contain what Apple says are important security updates Read more 2021-05-03 17:33:20
Apple AppleInsider - Frontpage News Epic Games argues Apple has app monopoly, could make iOS more like macOS https://appleinsider.com/articles/21/05/03/epic-games-argues-apple-has-app-monopoly-could-make-ios-more-like-macos?utm_medium=rss Epic Games argues Apple has app monopoly could make iOS more like macOSIn opening arguments in its case against Apple Epic Games argues that the Cupertino tech giant has unnecessarily monopolized app distribution and in app payments on the iOS App Store Credit Epic GamesThe Apple v Epic Games trial kicked off on Monday May with opening arguments from both sides The case originated from a lawsuit Epic Games levied against Apple for removing Fortnite from the App Store Apple pulled the battle royale game after Epic implemented a direct payment system in violation of its guidelines Read more 2021-05-03 18:00:11
Apple AppleInsider - Frontpage News Apple releases iOS & iPadOS 14.5.1 with grayed-out App Tracking Transparency fix, watchOS 7.4.1 https://appleinsider.com/articles/21/05/03/apple-releases-ios-1451-with-grayed-out-app-tracking-transparency-fix?utm_medium=rss Apple releases iOS amp iPadOS with grayed out App Tracking Transparency fix watchOS Apple has released an iOS update fixing an issue where App Tracking Transparency was grayed out for some users Apple s update fixes a bug where some users would see the App Tracking Transparency toggle grayed outIn addition to iOS Apple also released iOS for older iPhones that can t run iOS Read more 2021-05-03 17:42:46
海外TECH Engadget Spotify and FanDuel will let you take on Bill Simmons in fantasy sports https://www.engadget.com/fanduel-spotify-the-ringer-sponsorship-deal-172919565.html ringer 2021-05-03 17:29:19
海外TECH Engadget Twitter opens up Clubhouse-like Spaces to more people https://www.engadget.com/twitter-spaces-expansion-ticketing-170035722.html audio 2021-05-03 17:00:35
海外科学 NYT > Science E.P.A. to Announce Sharp Limits on Powerful Greenhouse Gases https://www.nytimes.com/2021/05/03/climate/EPA-HFCs-hydrofluorocarbons.html E P A to Announce Sharp Limits on Powerful Greenhouse GasesThe Biden administration is moving quickly to limit hydrofluorocarbons the Earth warming chemicals used in air conditioning and refrigeration 2021-05-03 17:16:30
海外ニュース Japan Times latest articles Tokyo Olympic organizers seeking 200 sports doctors as volunteers https://www.japantimes.co.jp/news/2021/05/03/national/tokyo-olympics-doctors-coronavirus/ Tokyo Olympic organizers seeking sports doctors as volunteersConcerns are mounting over whether it will be possible to secure enough medical staff for the events as a resurgence of COVID cases strains the 2021-05-04 03:08:29
海外ニュース Japan Times latest articles A grandiose dream to carve out a giant coal mine in frozen eastern Siberia https://www.japantimes.co.jp/news/2021/05/03/world/siberian-coal-behemoth/ A grandiose dream to carve out a giant coal mine in frozen eastern SiberiaFar from backing away from coal Moscow is doubling down Last summer the Russian government approved an energy strategy that could see its coal output 2021-05-04 03:08:10
海外ニュース Japan Times latest articles Japan to promote relocations outside of Tokyo without changing jobs https://www.japantimes.co.jp/news/2021/05/03/business/relocations-outside-tokyo/ Japan to promote relocations outside of Tokyo without changing jobsThe government has set aside billion for a subsidy program for municipalities to use to help companies establish satellite offices in areas away from 2021-05-04 02:17:43
海外ニュース Japan Times latest articles Naomi Osaka optimistic despite another setback on clay https://www.japantimes.co.jp/sports/2021/05/03/more-sports/osaka-clay-optimism/ french 2021-05-04 03:47:29
海外ニュース Japan Times latest articles BayStars’ Michael Peoples tosses six shutout innings to earn win in 2021 debut https://www.japantimes.co.jp/sports/2021/05/03/baseball/japanese-baseball/baystars-dragons-peoples/ dragons 2021-05-04 03:43:43
海外ニュース Japan Times latest articles Manchester United match postponed after fans storm pitch to protest club’s owners https://www.japantimes.co.jp/sports/2021/05/03/soccer/united-fan-protests/ Manchester United match postponed after fans storm pitch to protest club s ownersGreater Manchester Police said around United fans invaded the field with some letting off flares and others carrying posters calling for the Glazers to 2021-05-04 03:15:17
海外ニュース Japan Times latest articles Tomoya Machino prepared to embark on new challenge in Canadian Football League https://www.japantimes.co.jp/sports/2021/05/03/more-sports/football/machino-cfl-challenge/ Tomoya Machino prepared to embark on new challenge in Canadian Football LeagueHe was one of six Japanese players who had their names called during the league s inaugural Global Draft going to the Winnipeg Blue Bombers in 2021-05-04 03:08:50
海外ニュース Japan Times latest articles Six foreign athletes to participate in Olympic marathon test event in Sapporo https://www.japantimes.co.jp/sports/2021/05/03/more-sports/track-field/foreign-athletes-test-event-sapporo/ Six foreign athletes to participate in Olympic marathon test event in SapporoSix overseas athletes who have booked their spots in this summer s Tokyo Olympic marathon will take part in the half marathon race of the upcoming Sapporo 2021-05-04 02:28:25
海外ニュース Japan Times latest articles Aged like fine wine? Reviving the forgotten culture of vintage sake https://www.japantimes.co.jp/life/2021/05/03/food/vintage-sake-japan/ Aged like fine wine Reviving the forgotten culture of vintage sakeFine wine is not the only thing that gets better with age and a venture firm hopes to prove that by reviving the long forgotten culture 2021-05-04 02:09:13
ニュース BBC News - Home Covid: 1m plus rule could end from 21 June, says Johnson https://www.bbc.co.uk/news/uk-56973274 minister 2021-05-03 17:39:12
ニュース BBC News - Home Hillary Clinton warns of 'huge consequences' in Afghan US troop withdrawal https://www.bbc.co.uk/news/world-us-canada-56966473 hands 2021-05-03 17:52:01
ニュース BBC News - Home Man Utd supporters group urges Glazers to engage with fans https://www.bbc.co.uk/sport/football/56969755 protests 2021-05-03 17:20:05
GCP Cloud Blog What’s new with Google Cloud https://cloud.google.com/blog/topics/inside-google-cloud/whats-new-google-cloud/ What s new with Google CloudWant to know the latest from Google Cloud Find it here in one handy location Check back regularly for our newest updates announcements resources events learning opportunities and more  Tip  Not sure where to find what you re looking for on the Google Cloud blog Start here  Google Cloud blog Full list of topics links and resources Week of May May Take the State of DevOps survey Help us shape the future of DevOps and make your voice heard by completing the State of DevOps survey before June Read more or take the survey OpenTelemetry Trace is now available OpenTelemetry has reached a key milestone the OpenTelemetry Tracing Specification has reached version API and SDK release candidates are available for Java Erlang Python Go Node js and Net Additional languages will follow over the next few weeks Read more New blueprint helps secure confidential data in AI Platform Notebooks We re adding to our portfolio of blueprints with the publication of our Protecting confidential data in AI Platform Notebooks blueprint guide and deployable blueprint which can help you apply data governance and security policies that protect your AI Platform Notebooks containing confidential data Read more Cloud computing Frequently asked questions There are a number of terms and concepts in cloud computing and not everyone is familiar with all of them To help we ve put together a list of common questions and the meanings of a few of those acronyms Read more Related ArticleThis week s stories from Google Cloud April Get a deeper look at the week s stories on the Google Cloud blog Read ArticleWeek of Apr Apr Announcing the GKE Gateway controller in Preview GKE Gateway controller Google Cloud s implementation of the Gateway API manages internal and external HTTP S load balancing for a GKE cluster or a fleet of GKE clusters and provides multi tenant sharing of load balancer infrastructure with centralized admin policy and control Read more See Network Performance for Google Cloud in Performance Dashboard The Google Cloud performance view part of the Network Intelligence Center provides packet loss and latency metrics for traffic on Google Cloud It allows users to do informed planning of their deployment architecture as well as determine in real time the answer to the most common troubleshooting question Is it Google or is it me The Google Cloud performance view is now open for all Google Cloud customers as a public preview  Check it out Optimizing data in Google Sheets allows users to create no code apps Format columns and tables in Google Sheets to best position your data to transform into a fully customized successful app no coding necessary Read our four best Google Sheets tips Automation bots with AppSheet Automation AppSheet recently released AppSheet Automation infusing Google AI capabilities to AppSheet s trusted no code app development platform Learn step by step how to build your first automation bot on AppSheet here Google Cloud announces a new region in Israel Our new region in Israel will make it easier for customers to serve their own users faster more reliably and securely Read more New multi instance NVIDIA GPUs on GKE We re launching support for multi instance GPUs in GKE currently in Preview which will help you drive better value from your GPU investments Read more Partnering with NSF to advance networking innovation We announced our partnership with the U S National Science Foundation NSF joining other industry partners and federal agencies as part of a combined million investment in academic research for Resilient and Intelligent Next Generation NextG Systems or RINGS Read more Creating a policy contract with Configuration as Data Configuration as Data is an emerging cloud infrastructure management paradigm that allows developers to declare the desired state of their applications and infrastructure without specifying the precise actions or steps for how to achieve it However declaring a configuration is only half the battle you also want policy that defines how a configuration is to be used This post shows you how Google Cloud products deliver real time data solutions Seven Eleven Japan built Seven Central its new platform for digital transformation on Google Cloud Powered by BigQuery Cloud Spanner and Apigee API management Seven Central presents easy to understand data ultimately allowing for quickly informed decisions Read their story here Related ArticleThis week on the Google Cloud blog April Here s a round up of the key stories we published this week Read ArticleWeek of Apr Apr Extreme PD is now GA On April th Google Cloud s Persistent Disk launched general availability of Extreme PD a high performance block storage volume with provisioned IOPS and up to GB s of throughput  Learn more Research How data analytics and intelligence tools to play a key role post COVID A recent Google commissioned study by IDG highlighted the role of data analytics and intelligent solutions when it comes to helping businesses separate from their competition The survey of IT leaders across the globe reinforced the notion that the ability to derive insights from data will go a long way towards determining which companies win in this new era  Learn more or download the study Introducing PHP on Cloud Functions We re bringing support for PHP a popular general purpose programming language to Cloud Functions With the Functions Framework for PHP you can write idiomatic PHP functions to build business critical applications and integration layers And with Cloud Functions for PHP now available in Preview you can deploy functions in a fully managed PHP environment complete with access to resources in a private VPC network  Learn more Delivering our CCAG pooled audit As our customers increased their use of cloud services to meet the demands of teleworking and aid in COVID recovery we ve worked hard to meet our commitment to being the industry s most trusted cloud despite the global pandemic We re proud to announce that Google Cloud completed an annual pooled audit with the CCAG in a completely remote setting and were the only cloud service provider to do so in  Learn more Anthos now available We recently released Anthos our run anywhere Kubernetes platform that s connected to Google Cloud delivering an array of capabilities that make multicloud more accessible and sustainable  Learn more New Redis Enterprise for Anthos and GKE We re making Redis Enterprise for Anthos and Google Kubernetes Engine GKE available in the Google Cloud Marketplace in private preview  Learn more Updates to Google Meet We introduced a refreshed user interface UI enhanced reliability features powered by the latest Google AI and tools that make meetings more engagingーeven funーfor everyone involved  Learn more DocAI solutions now generally available Document Doc AI platform  Lending DocAI and Procurement DocAI built on decades of AI innovation at Google bring powerful and useful solutions across lending insurance government and other industries  Learn more Four consecutive years of renewable energy In Google again matched percent of its global electricity use with purchases of renewable energy All told we ve signed agreements to buy power from more than renewable energy projects with a combined capacity of gigawatts about the same as a million solar rooftops  Learn more Announcing the Google Cloud region picker The Google Cloud region picker lets you assess key inputs like price latency to your end users and carbon footprint to help you choose which Google Cloud region to run on  Learn more Google Cloud launches new security solution WAAP WebApp and API Protection WAAP combines Google Cloud Armor Apigee and reCAPTCHA Enterprise to deliver improved threat protection consolidated visibility and greater operational efficiencies across clouds and on premises environments Learn more about WAAP here New in no code As discussed in our recent article no code hackathons are trending among innovative organizations Since then we ve outlined how you can host one yourself specifically designed for your unique business innovation outcomes Learn how here Google Cloud Referral Program now availableーNow you can share the power of Google Cloud and earn product credit for every new paying customer you refer Once you join the program you ll get a unique referral link that you can share with friends clients or others Whenever someone signs up with your link they ll get a product creditーthat s more than the standard trial credit When they become a paying customer we ll reward you with a product credit in your Google Cloud account Available in the United States Canada Brazil and Japan  Apply for the Google Cloud Referral Program Related Article resources to help you get started with SREHere are our top five Google Cloud resources for getting started on your SRE journey Read ArticleWeek of Apr Apr Announcing the Data Cloud Summit May At this half day event you ll learn how leading companies like PayPal Workday Equifax Zebra Technologies Commonwealth Care Alliance and many others are driving competitive differentiation using Google Cloud technologies to build their data clouds and transform data into value that drives innovation  Learn more and register at no cost Announcing the Financial Services Summit May In this hour event you ll learn how Google Cloud is helping financial institutions including PayPal Global Payments HSBC Credit Suisse and more unlock new possibilities and accelerate business through innovation and better customer experiences  Learn more and register for free  Global  amp  EMEA How Google Cloud is enabling vaccine equity In our latest update we share more on how we re working with US state governments to help produce equitable vaccination strategies at scale  Learn more The new Google Cloud region in Warsaw is open The Google Cloud region in Warsaw is now ready for business opening doors for organizations in Central and Eastern Europe  Learn more AppSheet Automation is now GA Google Cloud s AppSheet launches general availability of AppSheet Automation a unified development experience for citizen and professional developers alike to build custom applications with automated processes all without coding Learn how companies and employees are reclaiming their time and talent with AppSheet Automation here Introducing SAP Integration with Cloud Data Fusion Google Cloud native data integration platform Cloud Data Fusion now offers the capability to seamlessly get data out of SAP Business Suite SAP ERP and S HANA  Learn more Related Article cheat sheets to help you get started on your Google Cloud journeyWhether you need to determine the best way to move to the cloud or decide on the best storage option we ve built a number of cheat shee Read ArticleWeek of Apr Apr New Certificate Authority Service CAS whitepaper “How to deploy a secure and reliable public key infrastructure with Google Cloud Certificate Authority Service written by Mark Cooper of PKI Solutions and Anoosh Saboori of Google Cloud covers security and architectural recommendations for the use of the Google Cloud CAS by organizations and describes critical concepts for securing and deploying a PKI based on CAS  Learn more or read the whitepaper Active Assist s new feature  predictive autoscaling helps improve response times for your applications When you enable predictive autoscaling Compute Engine forecasts future load based on your Managed Instance Group s MIG history and scales it out in advance of predicted load so that new instances are ready to serve when the load arrives Without predictive autoscaling an autoscaler can only scale a group reactively based on observed changes in load in real time With predictive autoscaling enabled the autoscaler works with real time data as well as with historical data to cover both the current and forecasted load That makes predictive autoscaling ideal for those apps with long initialization times and whose workloads vary predictably with daily or weekly cycles For more information see How predictive autoscaling works or check if predictive autoscaling is suitable for your workload and to learn more about other intelligent features check out Active Assist Introducing Dataprep BigQuery pushdown BigQuery pushdown gives you the flexibility to run jobs using either BigQuery or Dataflow If you select BigQuery then Dataprep can automatically determine if data pipelines can be partially or fully translated in a BigQuery SQL statement Any portions of the pipeline that cannot be run in BigQuery are executed in Dataflow Utilizing the power of BigQuery results in highly efficient data transformations especially for manipulations such as filters joins unions and aggregations This leads to better performance optimized costs and increased security with IAM and OAuth support  Learn more Announcing the Google Cloud Retail amp Consumer Goods Summit The Google Cloud Retail amp Consumer Goods Summit brings together technology and business insights the key ingredients for any transformation Whether you re responsible for IT data analytics supply chains or marketing please join Building connections and sharing perspectives cross functionally is important to reimagining yourself your organization or the world  Learn more or register for free New IDC whitepaper assesses multicloud as a risk mitigation strategy To better understand the benefits and challenges associated with a multicloud approach we supported IDC s new whitepaper that investigates how multicloud can help regulated organizations mitigate the risks of using a single cloud vendor The whitepaper looks at different approaches to multi vendor and hybrid clouds taken by European organizations and how these strategies can help organizations address concentration risk and vendor lock in improve their compliance posture and demonstrate an exit strategy  Learn more or download the paper Introducing request priorities for Cloud Spanner APIs You can now specify request priorities for some Cloud Spanner APIs By assigning a HIGH MEDIUM or LOW priority to a specific request you can now convey the relative importance of workloads to better align resource usage with performance objectives  Learn more How we re working with governments on climate goals Google Sustainability Officer Kate Brandt shares more on how we re partnering with governments around the world to provide our technology and insights to drive progress in sustainability efforts  Learn more Related ArticleIn case you missed it All our free Google Cloud training opportunities from QSince January we ve introduced a number of no cost training opportunities to help you grow your cloud skills We ve brought them togethe Read ArticleWeek of Mar Apr Why Google Cloud is the ideal platform for Block one and other DLT companies Late last year Google Cloud joined the EOS community a leading open source platform for blockchain innovation and performance and is taking steps to support the EOS Public Blockchain by becoming a block producer  BP At the time we outlined how our planned participation underscores the importance of blockchain to the future of business government and society We re sharing more on why Google Cloud is uniquely positioned to be an excellent partner for Block one and other distributed ledger technology DLT companies  Learn more New whitepaper Scaling certificate management with Certificate Authority Service As Google Cloud s Certificate Authority Service CAS approaches general availability we want to help customers understand the service better Customers have asked us how CAS fits into our larger security story and how CAS works for various use cases Our new white paper answers these questions and more  Learn more and download the paper Build a consistent approach for API consumers Learn the differences between REST and GraphQL as well as how to apply REST based practices to GraphQL No matter the approach discover how to manage and treat both options as API products here Apigee X makes it simple to apply Cloud CDN to APIs With Apigee X and Cloud CDN organizations can expand their API programs global reach Learn how to deploy APIs across regions and zones here Enabling data migration with Transfer Appliances in APACーWe re announcing the general availability of Transfer Appliances TA TA in Singapore Customers are looking for fast secure and easy to use options to migrate their workloads to Google Cloud and we are addressing their needs with Transfer Appliances globally in the US EU and APAC Learn more about Transfer Appliances TA and TA Windows Authentication is now supported on Cloud SQL for SQL Server in public previewーWe ve launched seamless integration with Google Cloud s Managed Service for Microsoft Active Directory AD This capability is a critical requirement to simplify identity management and streamline the migration of existing SQL Server workloads that rely on AD for access control  Learn more or get started Using Cloud AI to whip up new treats with Mars MaltesersーMaltesers a popular British candy made by Mars teamed up with our own AI baker and ML engineer extraordinaire  Sara Robinson to create a brand new dessert recipe with Google Cloud AI  Find out what happened  recipe included Simplifying data lake management with Dataproc Metastore now GAーDataproc Metastore a fully managed serverless technical metadata repository based on the Apache Hive metastore is now generally available Enterprises building and migrating open source data lakes to Google Cloud now have a central and persistent metastore for their open source data analytics frameworks  Learn more Introducing the Echo subsea cableーWe announced our investment in Echo the first ever cable to directly connect the U S to Singapore with direct fiber pairs over an express route Echo will run from Eureka California to Singapore with a stop over in Guam and plans to also land in Indonesia Additional landings are possible in the future  Learn more Related Article quick tips for making the most of Gmail Meet Calendar and more in Google WorkspaceWhether you re looking to stay on top of your inbox or make the most of virtual meetings most of us can benefit from quick productivity Read ArticleWeek of Mar Mar new videos bring Google Cloud to lifeーThe Google Cloud Tech YouTube channel s latest video series explains cloud tools for technical practitioners in about minutes each  Learn more BigQuery named a Leader in the Forrester Wave Cloud Data Warehouse Q reportーForrester gave BigQuery a score of out of across different criteria Learn more in our blog post or download the report Charting the future of custom compute at GoogleーTo meet users performance needs at low power we re doubling down on custom chips that use System on a Chip SoC designs  Learn more Introducing Network Connectivity CenterーWe announced Network Connectivity Center which provides a single management experience to easily create connect and manage heterogeneous on prem and cloud networks leveraging Google s global infrastructure Network Connectivity Center serves as a vantage point to seamlessly connect VPNs partner and dedicated interconnects as well as third party routers and Software Defined WANs helping you optimize connectivity reduce operational burden and lower costsーwherever your applications or users may be  Learn more Making it easier to get Compute Engine resources for batch processingーWe announced a new method of obtaining Compute Engine instances for batch processing that accounts for availability of resources in zones of a region Now available in preview for regional managed instance groups you can do this simply by specifying the ANY value in the API  Learn more Next gen virtual automotive showrooms are here thanks to Google Cloud Unreal Engine and NVIDIAーWe teamed up with Unreal Engine the open and advanced real time D creation game engine and NVIDIA inventor of the GPU to launch new virtual showroom experiences for automakers Taking advantage of the NVIDIA RTX platform on Google Cloud these showrooms provide interactive D experiences photorealistic materials and environments and up to K cloud streaming on mobile and connected devices Today in collaboration with MHP the Porsche IT consulting firm and MONKEYWAY a real time D streaming solution provider you can see our first virtual showroom the Pagani Immersive Experience Platform  Learn more Troubleshoot network connectivity with Dynamic Verification public preview ーYou can now check packet loss rate and one way network latency between two VMs on GCP This capability is an addition to existing Network Intelligence Center Connectivity Tests which verify reachability by analyzing network configuration in your VPCs  See more in our documentation Helping U S states get the COVID vaccine to more peopleーIn February we announced our Intelligent Vaccine Impact solution IVIs  to help communities rise to the challenge of getting vaccines to more people quickly and effectively Many states have deployed IVIs and have found it able to meet demand and easily integrate with their existing technology infrastructures Google Cloud is proud to partner with a number of states across the U S including Arizona the Commonwealth of Massachusetts North Carolina Oregon and the Commonwealth of Virginia to support vaccination efforts at scale  Learn more Related Article Google Cloud tools each explained in under minutesNeed a quick overview of Google Cloud core technologies Quickly learn these Google Cloud productsーeach explained in under two minutes Read ArticleWeek of Mar Mar A VMs now GA The largest GPU cloud instances with NVIDIA A GPUsーWe re announcing the general availability of A VMs based on the NVIDIA Ampere A Tensor Core GPUs in Compute Engine This means customers around the world can now run their NVIDIA CUDA enabled machine learning ML and high performance computing HPC scale out and scale up workloads more efficiently and at a lower cost  Learn more Earn the new Google Kubernetes Engine skill badge for freeーWe ve added a new skill badge this month Optimize Costs for Google Kubernetes Engine GKE which you can earn for free when you sign up for the Kubernetes track of the skills challenge The skills challenge provides days free access to Google Cloud labs and gives you the opportunity to earn skill badges to showcase different cloud competencies to employers Learn more Now available carbon free energy percentages for our Google Cloud regionsーGoogle first achieved carbon neutrality in and since we ve purchased enough solar and wind energy to match of our global electricity consumption Now we re building on that progress to target a new sustainability goal running our business on carbon free energy everywhere by Beginning this week we re sharing data about how we are performing against that objective so our customers can select Google Cloud regions based on the carbon free energy supplying them Learn more Increasing bandwidth to C and N VMsーWe announced the public preview of and Gbps high bandwidth network configurations for General Purpose N and Compute Optimized C Compute Engine VM families as part of continuous efforts to optimize our Andromeda host networking stack This means we can now offer higher bandwidth options on existing VM families when using the Google Virtual NIC gVNIC These VMs were previously limited to Gbps Learn more New research on how COVID changed the nature of ITーTo learn more about the impact of COVID and the resulting implications to IT Google commissioned a study by IDG to better understand how organizations are shifting their priorities in the wake of the pandemic  Learn more and download the report New in API securityーGoogle Cloud Apigee API management platform s latest release  Apigee X works with Cloud Armor to protect your APIs with advanced security technology including DDoS protection geo fencing OAuth and API keys Learn more about our integrated security enhancements here Troubleshoot errors more quickly with Cloud LoggingーThe Logs Explorer now automatically breaks down your log results by severity making it easy to spot spikes in errors at specific times Learn more about our new histogram functionality here The Logs Explorer histogramWeek of Mar Mar Introducing AskGoogleCloud on Twitter and YouTubeーOur first segment on March th features Developer Advocates Stephanie Wong Martin Omander and James Ward to answer questions on the best workloads for serverless the differences between “serverless and “cloud native how to accurately estimate costs for using Cloud Run and much more  Learn more Learn about the value of no code hackathonsーGoogle Cloud s no code application development platform AppSheet helps to facilitate hackathons for “non technical employees with no coding necessary to compete Learn about Globe Telecom s no code hackathon as well as their winning AppSheet app here Introducing Cloud Code Secret Manager IntegrationーSecret Manager provides a central place and single source of truth to manage access and audit secrets across Google Cloud Integrating Cloud Code with Secret Manager brings the powerful capabilities of both these tools together so you can create and manage your secrets right from within your preferred IDE whether that be VS Code IntelliJ or Cloud Shell Editor  Learn more Flexible instance configurations in Cloud SQLーCloud SQL for MySQL now supports flexible instance configurations which offer you the extra freedom to configure your instance with the specific number of vCPUs and GB of RAM that fits your workload To set up a new instance with a flexible instance configuration see our documentation here The Cloud Healthcare Consent Management API is now generally availableーThe Healthcare Consent Management API is now GA giving customers the ability to greatly scale the management of consents to meet increasing need particularly amidst the emerging task of managing health data for new care and research scenarios  Learn more Related ArticlePicture this whiteboard sketch videos that bring Google Cloud to lifeIf you re looking for a visual way to learn Google Cloud products we ve got you covered The Google Cloud Tech YouTube channel has a ser Read ArticleWeek of Mar Mar Cloud Run is now available in all Google Cloud regions  Learn more Introducing Apache Spark Structured Streaming connector for Pub Sub LiteーWe re announcing the release of an open source connector to read streams of messages from Pub Sub Lite into Apache Spark The connector works in all Apache Spark X distributions including Dataproc Databricks or manual Spark installations Learn more Google Cloud Next is October ーJoin us and learn how the most successful companies have transformed their businesses with Google Cloud Sign up at g co cloudnext for updates Learn more Hierarchical firewall policies now GAーHierarchical firewalls provide a means to enforce firewall rules at the organization and folder levels in the GCP Resource Hierarchy This allows security administrators at different levels in the hierarchy to define and deploy consistent firewall rules across a number of projects so they re applied to all VMs in currently existing and yet to be created projects Learn more Announcing the Google Cloud Born Digital SummitーOver this half day event we ll highlight proven best practice approaches to data architecture diversity amp inclusion and growth with Google Cloud solutions Learn more and register for free Google Cloud products in words or less edition ーOur popular “ words or less Google Cloud developer s cheat sheet is back and updated for Learn more Gartner names Google a leader in its Magic Quadrant for Cloud AI Developer Services reportーWe believe this recognition is based on Gartner s evaluation of Google Cloud s language vision conversational and structured data services and solutions for developers Learn more Announcing the Risk Protection ProgramーThe Risk Protection Program offers customers peace of mind through the technology to secure their data the tools to monitor the security of that data and an industry first cyber policy offered by leading insurers Learn more Building the future of workーWe re introducing new innovations in Google Workspace to help people collaborate and find more time and focus wherever and however they work Learn more Assured Controls and expanded Data RegionsーWe ve added new information governance features in Google Workspace to help customers control their data based on their business goals Learn more Week of Feb Feb Google Cloud tools explained in minutesーNeed a quick overview of Google Cloud core technologies Quickly learn these Google Cloud productsーeach explained in under two minutes Learn more BigQuery materialized views now GAーMaterialized views MV s are precomputed views that periodically cache results of a query to provide customers increased performance and efficiency Learn more New in BigQuery BI EngineーWe re extending BigQuery BI Engine to work with any BI or custom dashboarding applications that require sub second query response times In this preview BI Engine will work seamlessly with Looker and other popular BI tools such as Tableau and Power BI without requiring any change to the BI tools Learn more Dataproc now supports Shielded VMsーAll Dataproc clusters created using Debian or Ubuntu operating systems now use Shielded VMs by default and customers can provide their own configurations for secure boot vTPM and Integrity Monitoring This feature is just one of the many ways customers that have migrated their Hadoop and Spark clusters to GCP experience continued improvements to their security postures without any additional cost New Cloud Security Podcast by GoogleーOur new podcast brings you stories and insights on security in the cloud delivering security from the cloud and of course on what we re doing at Google Cloud to help keep customer data safe and workloads secure Learn more New in Conversational AI and Apigee technologyーAustralian retailer Woolworths provides seamless customer experiences with their virtual agent Olive Apigee API Management and Dialogflow technology allows customers to talk to Olive through voice and chat Learn more Introducing GKE AutopilotーGKE already offers an industry leading level of automation that makes setting up and operating a Kubernetes cluster easier and more cost effective than do it yourself and other managed offerings Autopilot represents a significant leap forward In addition to the fully managed control plane that GKE has always provided using the Autopilot mode of operation automatically applies industry best practices and can eliminate all node management operations maximizing your cluster efficiency and helping to provide a stronger security posture Learn more Partnering with Intel to accelerate cloud native GーAs we continue to grow cloud native services for the telecommunications industry we re excited to announce a collaboration with Intel to develop reference architectures and integrated solutions for communications service providers to accelerate their deployment of G and edge network solutions Learn more Veeam Backup for Google Cloud now availableーVeeam Backup for Google Cloud automates Google native snapshots to securely protect VMs across projects and regions with ultra low RPOs and RTOs and store backups in Google Object Storage to enhance data protection while ensuring lower costs for long term retention Migrate for Anthos GAーWithMigrate for Anthos customers and partners can automatically migrate and modernize traditional application workloads running in VMs into containers running on Anthos or GKE Included in this new release  In place modernization for Anthos on AWS Public Preview to help customers accelerate on boarding to Anthos AWS while leveraging their existing investment in AWS data sources projects VPCs and IAM controls Additional Docker registries and artifacts repositories support GA including AWS ECR basic auth docker registries and AWS S storage to provide further flexibility for customers using Anthos Anywhere on prem AWS etc  HTTPS Proxy support GA to enable MA functionality access to external image repos and other services where a proxy is used to control external access Week of Feb Feb Introducing Cloud Domains in previewーCloud Domains simplify domain registration and management within Google Cloud improve the custom domain experience for developers increase security and support stronger integrations around DNS and SSL Learn more Announcing Databricks on Google CloudーOur partnership with Databricks enables customers to accelerate Databricks implementations by simplifying their data access by jointly giving them powerful ways to analyze their data and by leveraging our combined AI and ML capabilities to impact business outcomes Learn more Service Directory is GAーAs the number and diversity of services grows it becomes increasingly challenging to maintain an inventory of all of the services across an organization Last year we launched Service Directory to help simplify the problem of service management Today it s generally available Learn more Week of Feb Feb Introducing Bare Metal Solution for SAP workloadsーWe ve expanded our Bare Metal Solutionーdedicated single tenant systems designed specifically to run workloads that are too large or otherwise unsuitable for standard virtualized environmentsーto include SAP certified hardware options giving SAP customers great options for modernizing their biggest and most challenging workloads Learn more TB SSDs bring ultimate IOPS to Compute Engine VMsーYou can now attach TB and TB Local SSD to second generation general purpose N Compute Engine VMs for great IOPS per dollar Learn more Supporting the Python ecosystemーAs part of our longstanding support for the Python ecosystem we are happy to increase our support for the Python Software Foundation the non profit behind the Python programming language ecosystem and community Learn more  Migrate to regional backend services for Network Load BalancingーWe now support backend services with Network Load Balancingーa significant enhancement over the prior approach target pools providing a common unified data model for all our load balancing family members and accelerating the delivery of exciting features on Network Load Balancing Learn more Week of Feb Feb Apigee launches Apigee XーApigee celebrates its year anniversary with Apigee X a new release of the Apigee API management platform Apigee X harnesses the best of Google technologies to accelerate and globalize your API powered digital initiatives Learn more about Apigee X and digital excellence here Celebrating the success of Black founders with Google Cloud during Black History MonthーFebruary is Black History Month a time for us to come together to celebrate and remember the important people and history of the African heritage Over the next four weeks we will highlight four Black led startups and how they use Google Cloud to grow their businesses Our first featurehighlights TQIntelligence and its founder Yared Week of Jan Jan BeyondCorp Enterprise now generally availableーBeyondCorp Enterprise is a zero trust solution built on Google s global network which provides customers with simple and secure access to applications and cloud resources and offers integrated threat and data protection To learn more read the blog post visit our product homepage and register for our upcoming webinar Week of Jan Jan Cloud Operations Sandbox now availableーCloud Operations Sandbox is an open source tool that helps you learn SRE practices from Google and apply them on cloud services using Google Cloud s operations suite formerly Stackdriver with everything you need to get started in one click You can read our blog post or get started by visiting cloud ops sandbox dev exploring the project repo and following along in the user guide  New data security strategy whitepaperーOur new whitepaper shares our best practices for how to deploy a modern and effective data security program in the cloud Read the blog post or download the paper    WebSockets HTTP and gRPC bidirectional streams come to Cloud RunーWith these capabilities you can deploy new kinds of applications to Cloud Run that were not previously supported while taking advantage of serverless infrastructure These features are now available in public preview for all Cloud Run locations Read the blog post or check out the WebSockets demo app or the sample hc server app New tutorial Build a no code workout app in stepsーLooking to crush your new year s resolutions Using AppSheet Google Cloud s no code app development platform you can build a custom fitness app that can do things like record your sets reps and weights log your workouts and show you how you re progressing Learn how Week of Jan Jan State of API Economy Report now availableーGoogle Cloud details the changing role of APIs in amidst the COVID pandemic informed by a comprehensive study of Apigee API usage behavior across industry geography enterprise size and more Discover these trends along with a projection of what to expect from APIs in Read our blog post here or download and read the report here New in the state of no codeーGoogle Cloud s AppSheet looks back at the key no code application development themes of AppSheet contends the rising number of citizen developer app creators will ultimately change the state of no code in Read more here Week of Jan Jan Last year s most popular API postsーIn an arduous year thoughtful API design and strategy is critical to empowering developers and companies to use technology for global good Google Cloud looks back at the must read API posts in Read it here Week of Dec Dec A look back at the year across Google CloudーLooking for some holiday reading We ve published recaps of our year across databases serverless data analytics and no code development Or take a look at our most popular posts of Week of Dec Dec Memorystore for Redis enables TLS encryption support Preview ーWith this release you can now use Memorystore for applications requiring sensitive data to be encrypted between the client and the Memorystore instance Read more here Monitoring Query Language MQL for Cloud Monitoring is now generally availableーMonitoring Query language provides developers and operators on IT and development teams powerful metric querying analysis charting and alerting capabilities This functionality is needed for Monitoring use cases that include troubleshooting outages root cause analysis custom SLI SLO creation reporting and analytics complex alert logic and more Learn more Week of Dec Dec Memorystore for Redis now supports Redis AUTHーWith this release you can now use OSS Redis AUTH feature with Memorystore for Redis instances Read more here New in serverless computingーGoogle Cloud API Gateway and its service first approach to developing serverless APIs helps organizations accelerate innovation by eliminating scalability and security bottlenecks for their APIs Discover more benefits here Environmental Dynamics Inc makes a big move to no codeーThe environmental consulting company EDI built and deployed business apps with no coding skills necessary with Google Cloud s AppSheet This no code effort not only empowered field workers but also saved employees over hours a year Get the full story here Introducing Google Workspace for GovernmentーGoogle Workspace for Government is an offering that brings the best of Google Cloud s collaboration and communication tools to the government with pricing that meets the needs of the public sector Whether it s powering social care visits employment support or virtual courts Google Workspace helps governments meet the unique challenges they face as they work to provide better services in an increasingly virtual world Learn more Week of Nov Dec Google enters agreement to acquire ActifioーActifio a leader in backup and disaster recovery DR offers customers the opportunity to protect virtual copies of data in their native format manage these copies throughout their entire lifecycle and use these copies for scenarios like development and test This planned acquisition further demonstrates Google Cloud s commitment to helping enterprises protect workloads on premises and in the cloud Learn more Traffic Director can now send traffic to services and gateways hosted outside of Google CloudーTraffic Director support for Hybrid Connectivity Network Endpoint Groups NEGs now generally available enables services in your VPC network to interoperate more seamlessly with services in other environments It also enables you to build advanced solutions based on Google Cloud s portfolio of networking products such as Cloud Armor protection for your private on prem services Learn more Google Cloud launches the Healthcare Interoperability Readiness ProgramーThis program powered by APIs and Google Cloud s Apigee helps patients doctors researchers and healthcare technologists alike by making patient data and healthcare data more accessible and secure Learn more here Container Threat Detection in Security Command CenterーWe announced the general availability of Container Threat Detection a built in service in Security Command Center This release includes multiple detection capabilities to help you monitor and secure your container deployments in Google Cloud Read more here Anthos on bare metal now GAーAnthos on bare metal opens up new possibilities for how you run your workloads and where You can run Anthos on your existing virtualized infrastructure or eliminate the dependency on a hypervisor layer to modernize applications while reducing costs Learn more Week of Nov Tuning control support in Cloud SQL for MySQLーWe ve made all flags that were previously in preview now generally available GA empowering you with the controls you need to optimize your databases See the full list here New in BigQuery MLーWe announced the general availability of boosted trees using XGBoost deep neural networks DNNs using TensorFlow and model export for online prediction Learn more New AI ML in retail reportーWe recently commissioned a survey of global retail executives to better understand which AI ML use cases across the retail value chain drive the highest value and returns in retail and what retailers need to keep in mind when going after these opportunities Learn more  or read the report Week of Nov New whitepaper on how AI helps the patent industryーOur new paper outlines a methodology to train a BERT bidirectional encoder representation from transformers model on over million patent publications from the U S and other countries using open source tooling Learn more or read the whitepaper Google Cloud support for NET ーLearn more about our support of NET as well as how to deploy it to Cloud Run NET Core now on Cloud FunctionsーWith this integration you can write cloud functions using your favorite NET Core runtime with our Functions Framework for NET for an idiomatic developer experience Learn more Filestore Backups in previewーWe announced the availability of the Filestore Backups preview in all regions making it easier to migrate your business continuity disaster recovery and backup strategy for your file systems in Google Cloud Learn more Introducing Voucher a service to help secure the container supply chainーDeveloped by the Software Supply Chain Security team at Shopify to work with Google Cloud tools Voucher evaluates container images created by CI CD pipelines and signs those images if they meet certain predefined security criteria Binary Authorization then validates these signatures at deploy time ensuring that only explicitly authorized code that meets your organizational policy and compliance requirements can be deployed to production Learn more most watched from Google Cloud Next OnAirーTake a stroll through the sessions that were most popular from Next OnAir covering everything from data analytics to cloud migration to no code development  Read the blog Artifact Registry is now GAーWith support for container images Maven npm packages and additional formats coming soon Artifact Registry helps your organization benefit from scale security and standardization across your software supply chain  Read the blog Week of Nov Introducing the Anthos Developer SandboxーThe Anthos Developer Sandbox gives you an easy way to learn to develop on Anthos at no cost available to anyone with a Google account Read the blog Database Migration Service now available in previewーDatabase Migration Service DMS makes migrations to Cloud SQL simple and reliable DMS supports migrations of self hosted MySQL databasesーeither on premises or in the cloud as well as managed databases from other cloudsーto Cloud SQL for MySQL Support for PostgreSQL is currently available for limited customers in preview with SQL Server coming soon Learn more Troubleshoot deployments or production issues more quickly with new logs tailingーWe ve added support for a new API to tail logs with low latency Using gcloud it allows you the convenience of tail f with the powerful query language and centralized logging solution of Cloud Logging Learn more about this preview feature Regionalized log storage now available in new regions in previewーYou can now select where your logs are stored from one of five regions in addition to globalーasia east europe west us central us east and us west When you create a logs bucket you can set the region in which you want to store your logs data Get started with this guide Week of Nov Cloud SQL adds support for PostgreSQL ーShortly after its community GA Cloud SQL has added support for PostgreSQL You get access to the latest features of PostgreSQL while Cloud SQL handles the heavy operational lifting so your team can focus on accelerating application delivery Read more here Apigee creates value for businesses running on SAPーGoogle Cloud s API Management platform Apigee is optimized for data insights and data monetization helping businesses running on SAP innovate faster without fear of SAP specific challenges to modernization Read more here Document AI platform is liveーThe new Document AI DocAI platform a unified console for document processing is now available in preview You can quickly access all parsers tools and solutions e g Lending DocAI Procurement DocAI with a unified API enabling an end to end document solution from evaluation to deployment Read the full story here or check it out in your Google Cloudconsole Accelerating data migration with Transfer Appliances TA and TAーWe re announcing the general availability of new Transfer Appliances Customers are looking for fast secure and easy to use options to migrate their workloads to Google Cloud and we are addressing their needs with next generation Transfer Appliances Learn more about Transfer Appliances TA and TA Week of Oct B H Inc accelerates digital transformationーThe Utah based contracting and construction company BHI eliminated IT backlog when non technical employees were empowered to build equipment inspection productivity and other custom apps by choosing Google Workspace and the no code app development platform AppSheet Read the full story here Globe Telecom embraces no code developmentーGoogle Cloud s AppSheet empowers Globe Telecom employees to do more innovating with less code The global communications company kickstarted their no code journey by combining the power of AppSheet with a unique adoption strategy As a result AppSheet helped Globe Telecom employees build business apps in just weeks Get the full story Cloud Logging now allows you to control access to logs via Log ViewsーBuilding on the control offered via Log Buckets  blog post you can now configure who has access to logs based on the source project resource type or log name all using standard IAM controls Logs views currently in Preview can help you build a system using the principle of least privilege limiting sensitive logs to only users who need this information  Learn more about Log Views Document AI is HIPAA compliantーDocument AI now enables HIPAA compliance Now Healthcare and Life Science customers such as health care providers health plans and life science organizations can unlock insights by quickly extracting structured data from medical documents while safeguarding individuals protected health information PHI Learn more about Google Cloud s nearly products that support HIPAA compliance Week of Oct Improved security and governance in Cloud SQL for PostgreSQLーCloud SQL for PostgreSQL now integrates with Cloud IAM preview to provide simplified and consistent authentication and authorization Cloud SQL has also enabled PostgreSQL Audit Extension preview for more granular audit logging Read the blog Announcing the AI in Financial Crime Compliance webinarーOur executive digital forum will feature industry executives academics and former regulators who will discuss how AI is transforming financial crime compliance on November Register now Transforming retail with AI MLーNew research provides insights on high value AI ML use cases for food drug mass merchant and speciality retail that can drive significant value and build resilience for your business Learn what the top use cases are for your sub segment and read real world success stories Download the ebook here and view this companion webinar which also features insights from Zulily New release of Migrate for AnthosーWe re introducing two important new capabilities in the release of Migrate for Anthos Google Cloud s solution to easily migrate and modernize applications currently running on VMs so that they instead run on containers in Google Kubernetes Engine or Anthos The first is GA support for modernizing IIS apps running on Windows Server VMs The second is a new utility that helps you identify which VMs in your existing environment are the best targets for modernization to containers Start migrating or check out the assessment tool documentation Linux Windows New Compute Engine autoscaler controlsーNew scale in controls in Compute Engine let you limit the VM deletion rate by preventing the autoscaler from reducing a MIG s size by more VM instances than your workload can tolerate to lose Read the blog Lending DocAI in previewーLending DocAI is a specialized solution in our Document AI portfolio for the mortgage industry that processes borrowers income and asset documents to speed up loan applications Read the blog or check out the product demo Week of Oct New maintenance controls for Cloud SQLーCloud SQL now offers maintenance deny period controls which allow you to prevent automatic maintenance from occurring during a day time period Read the blog Trends in volumetric DDoS attacksーThis week we published a deep dive into DDoS threats detailing the trends we re seeing and giving you a closer look at how we prepare for multi terabit attacks so your sites stay up and running Read the blog New in BigQueryーWe shared a number of updates this week including new SQL capabilities more granular control over your partitions with time unit partitioning the general availability of Table ACLs and BigQuery System Tables Reports a solution that aims to help you monitor BigQuery flat rate slot and reservation utilization by leveraging BigQuery s underlying INFORMATION SCHEMA views Read the blog Cloud Code makes YAML easy for hundreds of popular Kubernetes CRDsーWe announced authoring support for more than popular Kubernetes CRDs out of the box any existing CRDs in your Kubernetes cluster and any CRDs you add from your local machine or a URL Read the blog Google Cloud s data privacy commitments for the AI eraーWe ve outlined how our AI ML Privacy Commitment reflects our belief that customers should have both the highest level of security and the highest level of control over data stored in the cloud Read the blog New lower pricing for Cloud CDNーWe ve reduced the price of cache fill content fetched from your origin charges across the board by up to along with our recent introduction of a new set of flexible caching capabilities to make it even easier to use Cloud CDN to optimize the performance of your applications Read the blog Expanding the BeyondCorp AllianceーLast year we announced our BeyondCorp Alliance with partners that share our Zero Trust vision Today we re announcing new partners to this alliance Read the blog New data analytics training opportunitiesーThroughout October and November we re offering a number of no cost ways to learn data analytics with trainings for beginners to advanced users Learn more New BigQuery blog seriesーBigQuery Explained provides overviews on storage data ingestion queries joins and more Read the series Week of Oct Introducing the Google Cloud Healthcare Consent Management APIーThis API gives healthcare application developers and clinical researchers a simple way to manage individuals consent of their health data particularly important given the new and emerging virtual care and research scenarios related to COVID Read the blog Announcing Google Cloud buildpacksーBased on the CNCF buildpacks v specification these buildpacks produce container images that follow best practices and are suitable for running on all of our container platforms Cloud Run fully managed Anthos and Google Kubernetes Engine GKE Read the blog Providing open access to the Genome Aggregation Database gnomAD ーOur collaboration with Broad Institute of MIT and Harvard provides free access to one of the world s most comprehensive public genomic datasets Read the blog Introducing HTTP gRPC server streaming for Cloud RunーServer side HTTP streaming for your serverless applications running on Cloud Run fully managed is now available This means your Cloud Run services can serve larger responses or stream partial responses to clients during the span of a single request enabling quicker server response times for your applications Read the blog New security and privacy features in Google WorkspaceーAlongside the announcement of Google Workspace we also shared more information on new security features that help facilitate safe communication and give admins increased visibility and control for their organizations Read the blog Introducing Google WorkspaceーGoogle Workspace includes all of the productivity apps you know and use at home at work or in the classroomーGmail Calendar Drive Docs Sheets Slides Meet Chat and moreーnow more thoughtfully connected Read the blog New in Cloud Functions languages availability portability and moreーWe extended Cloud Functionsーour scalable pay as you go Functions as a Service FaaS platform that runs your code with zero server managementーso you can now use it to build end to end solutions for several key use cases Read the blog Announcing the Google Cloud Public Sector Summit Dec ーOur upcoming two day virtual event will offer thought provoking panels keynotes customer stories and more on the future of digital service in the public sector Register at no cost 2021-05-03 18:00:00
GCP Cloud Blog Include Cloud Spanner databases in your CI/CD process with the Liquibase extension https://cloud.google.com/blog/topics/developers-practitioners/include-cloud-spanner-databases-your-cicd-process-liquibase-extension/ Include Cloud Spanner databases in your CI CD process with the Liquibase extensionIn February we announced the beta version of the Liquibase Cloud Spanner extension that allows developers to use Liquibase s open source database library to manage and automate schema changes in Cloud Spanner We re happy to share that the Liquibase Cloud Spanner extension is now GA What is Liquibase Liquibase an open source library that works with a wide variety of databases can be used for tracking managing and automating database schema changes By providing the ability to integrate databases into your CI CD process Liquibase helps you more fully adopt DevOps practices It supports SQL as well as declarative formats such as XML YAML and JSON Liquibase includes support for reviewing changes before applying them incrementally applying needed changes to different databases in different environments and rolling back changes When you use Liquibase every database schema change you make is called a changeset and all of the changesets are tracked in changelogs These changesets and changelogs make it possible to do version control on your database and make it easier to integrate database schema migrations with your CI CD process What are the supported features of the Liquibase Cloud Spanner extension The Cloud Spanner Liquibase extension allows you to use Liquibase to target Cloud Spanner databases The extension supports most of the available features of both Liquibase and Cloud Spanner and supports most DML and DDL commands  The following Liquibase ChangeTypes are supported by the extension createTable dropTable addColumn modifyDataType addNotNullConstraint dropColumn createIndex dropIndex addForeignKeyConstraint dropForeignKeyConstraint dropAllForeignKeyConstraints addLookupTableThe following data DML ChangeTypes are supported by the extension insert update loadData loadUpdateDataBest practices and limitationsWhile the Cloud Spanner Liquibase extension supports as many of the features of Cloud Spanner and Liquibase as possible there are some features that cannot be supported or can only be supported through custom SQL changes To use Liquibase effectively with Spanner review this summary of best practices and limitations See this page for the full list of limitations Use ModifySql commands for Cloud Spanner features without a corresponding Liquibase change typeThere are some Cloud Spanner features that don t have a corresponding change type in Liquibase Support for these features can be accomplished by adding a ModifySql command to your change set to modify the generated SQL DDL limits and best practices for schema updatesCloud Spanner recommends some best practices for schema updates including limiting the frequency of schema updates and considering the impact of large scale schema changes One approach is to apply a small number of change sets Alternatively you can use SQL change and batch the DDL using batch statements Liquibase change types with limited or no Cloud Spanner supportThere are some change types that Liquibase supports that either aren t supported by Cloud Spanner or have certain limitations For example addPrimaryKey and dropPrimaryKey are not supported because Cloud Spanner requires all tables to have a primary key The primary key has to be defined when the table is created and can t be added or dropped later For a full list of these change types and potential workarounds see this section of the documentation Database features that aren t supported by Cloud SpannerThere are some database features that are not supported by Spanner If you try to use any of the following through Liquibase an error will occur Auto increment columnsSequencesDefault value definition for a columnUnique constraints use UNIQUE INDEX instead Stored proceduresViewsTable and column remarksHow to get startedUsing Cloud Spanner and Liquibase together allows you to integrate database schema migrations in your CI CD pipelines If you re ready to try out the Cloud Spanner Liquibase extension for yourself download the latest release here Then head over to the Liquibase with Cloud Spanner integration guide which will walk you through how to create a changelog how to run the changelog with Liquibase and how to verify the changes You can use the Liquibase extension with your actual Spanner instances or with the emulator For even more information and additional changelog examples visit the liquibase spanner GitHub repository We would love to hear your feedback so please share any suggestions issues or questions in the issue tracker Related ArticleOpening the door to more dev tools for Cloud SpannerLearn how to integrate a graphical database development tool with cloud databases like Cloud Spanner with the JDBC driver Read Article 2021-05-03 17:45:00

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