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AWS AWS Architecture Blog Let’s Architect! Architecting microservices with containers https://aws.amazon.com/blogs/architecture/lets-architect-architecting-microservices-with-containers/ Let s Architect Architecting microservices with containersMicroservices structure an application as a set of independently deployable services They speed up software development and allow architects to quickly update systems to adhere to changing business requirements According to best practices the different services should be loosely coupled organized around business capabilities independently deployable and owned by a single team If applied correctly … 2022-04-06 15:44:40
AWS AWS Open Source Blog Simplify development using AWS Lambda container image with a Serverless Framework https://aws.amazon.com/blogs/opensource/simplify-development-using-aws-lambda-container-image-with-a-serverless-framework/ Simplify development using AWS Lambda container image with a Serverless FrameworkContainer image support for AWS Lambda lets developers package function code and dependencies using familiar patterns and tools With this pattern developers use standard tools like Docker to package their functions as container images and deploy them to Lambda In this post we demonstrate how to use open source tools and AWS continuous integration and … 2022-04-06 15:43:07
AWS AWS Northwestern Mutual: Reducing CI/CD Cycle Time with Automation Using AWS CDK Serverless Architecture https://www.youtube.com/watch?v=SpIlpGxuwFM Northwestern Mutual Reducing CI CD Cycle Time with Automation Using AWS CDK Serverless ArchitectureLearn how Northwestern Mutual NM CDK reduces CI CD cycle time by extending AWS CDK constructs to automate Security and Governance best practices This enables their CI CD pipeline to fully test and validate CDK builds for various AWS Serverless services AWS Lambda API Gateway and many others and updating generating documentation for application teams By leveraging this repeatable footprint the development team can focus on product innovation to enable a quick to market application delivery pipeline Check out more resources for architecting in the AWS​​​cloud ​ AWS AmazonWebServices CloudComputing ThisIsMyArchitecture 2022-04-06 15:59:24
python Pythonタグが付けられた新着投稿 - Qiita 【簡易編】【API × python × GitHub Actions】GithubのCommit数を自動集計するTwitterBotを作成してみよう! https://qiita.com/besmero628/items/76af36ffa9c706782ff3 commit 2022-04-07 00:05:50
海外TECH MakeUseOf 10 Key Perks of Amazon Prime for Students https://www.makeuseof.com/tag/perks-amazon-prime-student/ savings 2022-04-06 15:45:14
海外TECH MakeUseOf 9 Signs Your Social Media Accounts Have Been Hacked https://www.makeuseof.com/tag/how-to-know-if-someone-has-hacked-your-social-media/ social 2022-04-06 15:45:14
海外TECH MakeUseOf The Top 5 Crypto Games to Watch in 2022 https://www.makeuseof.com/the-top-crypto-games-to-watch/ blockchain 2022-04-06 15:45:14
海外TECH MakeUseOf What Is Android TV? https://www.makeuseof.com/what-is-android-tv/ android 2022-04-06 15:30:14
海外TECH MakeUseOf 6 Common Windows Screen Resolution Issues and Fixes https://www.makeuseof.com/windows-screen-resolution-common-issues/ windows 2022-04-06 15:15:14
海外TECH DEV Community Creating Audio Features with PyAudio Analysis https://dev.to/dolbyio/creating-audio-features-with-pyaudio-analysis-4mbp Creating Audio Features with PyAudio AnalysisHumans are great at classifying noises We can hear a chirp and surmise that it belongs to a bird we can hear an abstract noise and classify it as as speech with a particular meaning and definition This relationship between humans and audio classification forms the basis of speech and human communication as a whole Translating this incredible ability to computers on the other hand can be a difficult challenge to say the least Whilst we can naturally decompose signals how do we teach computers to do this and how do we show what parts of the signal matter and what parts of the signal are irrelevant or noisy This is where PyAudio Analysis comes in PyAudio Analysis is an open source Python project by Theodoros Giannakopoulos a Principle researcher of multimodal machine learning at the Multimedia Analysis Group of the Computational Intelligence Lab MagCIL The package aims to simplify the feature extraction and classification process by providing a number of helpful tools at can sift through the signal and create relevant features These features can then be used to train models for classification tasks So how does it work To get started with PyAudio Analysis we first have to install the package which can be done through the pip command in the command line pip install PyAudioAnalysisNext we can use the functionality of the package to extract features With the feature extraction there are two main methodologies we need to understand Short term features and Mid term features Short term features are features calculated on a user defined frame The signal is split into these frames where the package then computes a number of features for each frame outputting a feature vector for the whole signal Mid term features are features calculated on short term feature sequences and includes common statistics such as mean and standard deviation for each short term sequence Altogether the feature extraction creates features for each frame that fits within the provided audio signal For example with we have one minute of audio and set a frame length of seconds our resulting matrix will be by rows These features include a variety of signal processing nomenclature and are briefly described in the table provided by the PyAudio Analysis wiki below These features can be generated for a series of audio samples through the command line In this case we have four parameters to specify with relation to feature creation the mid term window size mw the mid term step size ms the short term window size sw and the short term step size ss python audioAnalysis py featureExtractionDir i data mw ms sw ss Using these created features we can then train a classifier with the inbuilt features of the package In this case we are going to train a classifier that can distinguish the difference between two contrasting genres sports and business For this particular example we will use a k Nearest Neighbor kNN model which informs classification based on the relationship of the surrounding k neighbors and we ll train on a dataset of minute sports podcasts and minute business podcasts The model will then be evaluated on a reserve dataset of minute sports podcasts and minute business podcasts Under optimal conditions we would use a significantly greater dataset of hundreds of audio samples however due to limitations in a catalogue of audio samples we are only experimenting with total podcast samples python AudioAnalysis py trainClassifier i raw audio sport raw audio business method knn o data knnSMThe model takes about minutes to train before spitting out results relating to the training in the form of a Confusion Matrix and a Precision Recall F and Accuracy Matrix The Confusion Matrix highlights a highly effective model with accuracy despite the imbalance of the data with of the samples belonging to Sports and belonging to Business We can also look at the Precision Recall F and Accuracy Matrix to see how the model performed at different neighbor counts c with both NN and NN performing the most accurately with the performance dropping off as more neighbors are considered With the model trained we can now evaluate its performance on unseen audio samples from pyAudioAnalysis import audioTrainTest as aTaT file classification file loc sports podcast wav data knnSM knn aT file classification file loc business podcast wav data knnSM knn As we can see the model is performing well in fact if we evaluate it on the remaining test podcast samples we get an accuracy of This indicates that the model is generally effective and that the feature extraction process created relevant data points that are useful for training models This experiment on business and sports podcasts serves as more of a proof of concept however as the training set and test set we relatively small despite the limitations this example highlights the effectiveness of feature extraction from audio samples using PyAudio Analysis In summary Being able to extract relevant and useful data points from raw unstructured audio is an immensely useful process especially for building effective classification models PyAudio Analysis takes this feature extraction process and simplifies it into just a few lines of code you can execute on a directory of audio files to build your own classification models If you are interested in learning more about PyAudio Analysis the Dolby io team presented a tutorial on audio data extraction at PyData Global that included an introduction to the package or you can read more about the package on its wiki here 2022-04-06 15:48:40
Apple AppleInsider - Frontpage News Apple expected to announce a collaboration with K-pop group Seventeen on April 7 https://appleinsider.com/articles/22/04/06/apple-expected-to-announce-a-collaboration-with-k-pop-group-seventeen-on-april-7?utm_medium=rss Apple expected to announce a collaboration with K pop group Seventeen on April An Apple and K pop group Seventeen collaboration may be announced on Thursday at the still unopened Myeong dong Apple Store in South Korea Apple to collaborate with K pop group SeventeenAccording to an exclusive report from IIgan Sports Apple is set to announce a new collaboration with the popular K pop group Seventeen The announcement will be made at an event held in the Myeong dong Apple Store on April Read more 2022-04-06 15:50:50
Apple AppleInsider - Frontpage News Apple AirTag anti-stalking features aren't working in a lot of cases https://appleinsider.com/articles/22/04/06/apple-airtag-anti-stalking-features-arent-working-in-a-lot-of-cases?utm_medium=rss Apple AirTag anti stalking features aren x t working in a lot of casesApple AirTags comes with anti stalking mechanisms for user safety but a new police report analysis indicates that they aren t working as expected all of the time AirTag anti stalkingIn a new report Wednesday Motherboard shared the results of an analysis of police reports across a recent eight month period Of those reports less than half dealt with robbery or theft The rest detailed harassment or stalking of women using an Apple AirTag Read more 2022-04-06 15:58:02
海外TECH Engadget MLB is turning to an electronic pitch-calling system to fight cheating https://www.engadget.com/mlb-pitchcom-electronic-pitch-calling-devices-sign-stealing-154734437.html?src=rss MLB is turning to an electronic pitch calling system to fight cheatingFor well over a century baseball catchers have signaled pitches with their fingers but that could soon become a thing of the past in the big leagues Major League Baseball has approved the use of a system that will allow catchers to send directions to their pitchers electronically The PitchCom system centers around a sleeve catchers wear on their forearm They can press buttons to identify the pitch type and location The pitcher hears the call through a bone conduction listening device The channels are encrypted and teams can program codewords to replace terms like quot fastball quot or quot curveball quot According to the Associated Press MLB is providing every team with three transmitters receivers and a charging case for the system which works in Spanish and English Teams can use one transmitter and up to five receivers at any time Along with catchers and pitchers three other fielders can use a receiver which is tucked inside the cap The devices can only be used on the field during games ーnot in clubhouses bullpens or dugouts PitchCom is optional and teams can still use traditional hand signals if they wish Around half of MLB teams are said to have expressed interest in using PitchCom Some players tested the system during spring training and it was broadly well received as ESPN reports quot I think it can be beneficial when it comes to August September and October and you re pushing towards the playoffs with all the scouts in the stands and eyes on you trying to decipher what you re throwing quot Chicago White Sox pitcher Dallas Keuchel said quot It ll be nice not to have to go through several sets of signs quot The tech could help teams ward off the threat of sign stealing by their opponents an issue that has hung over the sport for the last several years The Houston Astros were infamously caught stealing signs using a camera and monitors during their run to the World Series title Teams have even been accused of using fitness trackers to signal the opposing catcher s pitch calls Widespread adoption of PitchCom could eliminate such attempts at cheating and help speed up games Meanwhile the creators of PitchCom are working on a version of the system that will provide visual indicators of pitch calls That s expected to be available next year PitchCom Sports 2022-04-06 15:47:34
海外TECH Engadget GOG renews its focus on classic games, starting with 'The Wheel of Time' https://www.engadget.com/gog-good-old-games-the-wheel-of-time-154402684.html?src=rss GOG renews its focus on classic games starting with x The Wheel of Time x GOG originally stood for quot Good Old Games quot and the online store wants to better match the expectations associated with that name It s launching a revival that will do more to highlight and support classic game releases The initiative will not only apply a quot Good Old Game quot tag to retro hits in the catalog but will include a new game a version of Legend s vintage The Wheel of Time timely given the Amazon series that runs on modern hardware The Unreal Engine based fantasy shooter won t offer stunning visuals but Nightdive Studios refresh lets it run on newer operating systems Windows and up and support high resolution displays The premise remains the same you play an Aes Sedai magic wielding woman who uncovers a sinister plot decades before the timeline of Robert Jordan s novels You ll also find deathmatch and capture the flag multiplayer modes although Wheel of Time wasn t exactly a staple of the online gaming scene when new There s a strong competitive incentive for GOG to shift its attention to classic games ーthis could help it stand out compared to heavyweights like Steam and the Epic Games Store many of which focus on the latest releases The initiative could be useful for game preservation efforts though If nothing else it could be helpful if you ve been waiting decades to revisit a favorite 2022-04-06 15:44:02
海外TECH Engadget The Peloton Guide wouldn’t let me skip a single push-up https://www.engadget.com/peloton-guide-camera-hands-on-153057753.html?src=rss The Peloton Guide wouldn t let me skip a single push upPeloton continues to take steps beyond cardio exercise with Guide a set top camera that brings strength training to the lineup It s joined by a new all inclusive monthly subscription with a introductory offer which adds movement tracking strength and core focused classes to the array of Yoga and bodyweight workouts that already exist in Peloton s per month digital service nbsp The Guide unit itself looks a lot like the Facebook Portal TV or your old Xbox Kinect It s got a versatile magnetic mount that can be placed on a flat surface or folded out to latch around your TV s bezel which should make it easy enough to position where it can capture your workouts It uses a wide angle megapixel camera which is enough pixels to deliver a K video stream of yourself It can be plugged into any HDMI port and comes with Peloton s recently launched heart rate monitor and a remote to navigate the menus and adjust your TV volume nbsp Typically your video feed will be on screen alongside the Peloton trainer so you can track and adjust your form as necessary But you can minimize yourself so it s easier to see the trainer s movements if you prefer When you start a Movement Tracker supported workout they re tagged with Peloton s water drop icon to make them easier to find you ll see a wealth of information on what that particular workout will cover both when it comes to muscles targeted and exercises involved Peloton is trying to bridge a gap here between regular gym goers and those of us that don t know the difference between a hammer curl and a bicep curl To be honest they re only slightly different nbsp You can preview the exercises including a quick video animation of the movement and even see which muscle groups will be feeling the burn I found a lot of it unnecessary but it largely stayed out of the way which was what I wanted I know how to do a plank thanks We ll be taking a deeper dive into the Guide soon but let s get into the crucial part of Peloton s new addition that tracking With a single camera and no LIDAR or Infrared it does a great job of framing you during your workout and tracking your movement across the space nbsp Mat Smith EngadgetThe major selling point of the Guide is that it s checking your form for you Now I might have been over optimistic in hoping for tougher love from the Guide I ve done a few HIIT high intensity interval training workout classes both in person and through pandemic era Zoom calls and I fondly remember the trainer telling me to raise my hips or retract my shoulder blades more when they would catch me slacking The Guide only polices your movement in the broadest sense to make sure you re following the instructor It won t tell you what you re doing wrong or how to fix it However compared to a group workout with a human coach Peloton s tracking system is always watching you not the others in the class When live classes arrive in the coming months this might all work a little better interactions with the coaches is what a lot of Peloton devotees swear by Perhaps this could eventually offer the best of both with human interactions and advice combined with the Guide s more constant vigilance As you follow the exercises the Movement Tracker icon will fill up Once I d fulfilled the movement obligations I d hear a ping as I transitioned to the next exercise I ran through three different classes and apparently my form was correct enough out of times It s not a perfect score because I wanted to take a few photos during a press up set okay That felt kinda good I ve never considered myself a gym person but I ve had various stints of exercise booms Finally I seemed very ahead of the crowd that Peloton seems to be pitching this device at To be honest I wanted heavier weights and harder workouts during my demo The Peloton Guide is another device trying to introduce a connected camera into your home which carries its own privacy concerns You might be able to take some solace in the fact that Peloton says nothing gets uploaded because the processing is all done on device Plus there s a cover you can slide over the camera lens and mic mute switches on the back But as Wired noted there is a somewhat concerning section in the terms and conditions where Peloton says it may use your biometric data including facial scans in the future This could be as innocuous as identifying separate users in the same household or something else entirely The company is considering adding the option to share your tracking data to speed up improvements and squish bugs like those data sharing requests you get with voice assistants On that note Peloton has added a basic voice assistant in beta to the Guide ensuring you can pause cancel or otherwise control your workout when the included remote isn t nearby or one of your kids is having a meltdown during your Core workout It s not the most attentive assistant however and I would have to bark my commands and increasingly unhinged volumes in order to get it to work I appreciate the depth of data and customization Peloton has crammed into the Guide During a workout the backing track was a little too loud for me and despite having only a passing knowledge of Peloton s software I was able to find an audio mix option mid workout and increase the levels of the instructor s voice This attention to detail is rarely found in fitness videos and software My time with the Guide was brief but Peloton will need to ensure the Guide offers enough to warrant the initial outlay and even more expensive subscription Can it convince existing Peloton subscribers to pay more 2022-04-06 15:30:57
海外科学 BBC News - Science & Environment Farming labour shortage could mean price rises, MPs warn https://www.bbc.co.uk/news/science-environment-60999236?at_medium=RSS&at_campaign=KARANGA seasonal 2022-04-06 15:09:38
金融 RSS FILE - 日本証券業協会 株主コミュニティの統計情報・取扱状況 https://www.jsda.or.jp/shiryoshitsu/toukei/kabucommunity/index.html 株主コミュニティ 2022-04-06 15:30:00
金融 金融庁ホームページ 中央銀行総裁・銀行監督当局長官グループの新議長選任に関するプレス・リリースついて掲載しました。 https://www.fsa.go.jp/inter/bis/20220406/20220406.html 中央銀行 2022-04-06 17:00:00
金融 金融庁ホームページ 鈴木財務大臣兼内閣府特命担当大臣閣議後記者会見の概要(令和4年4月5日)を公表しました。 https://www.fsa.go.jp/common/conference/minister/2022a/20220405-1.html 内閣府特命担当大臣 2022-04-06 17:00:00
ニュース ジェトロ ビジネスニュース(通商弘報) 第1四半期の米新車販売、前年同期比15.6%減、在庫不足などが影響 https://www.jetro.go.jp/biznews/2022/04/105d1f1df7e102cd.html 前年同期 2022-04-06 15:40:00
ニュース ジェトロ ビジネスニュース(通商弘報) ブラジル食肉加工大手JBS、自社の有機廃棄物で肥料の国内生産開始 https://www.jetro.go.jp/biznews/2022/04/c97b5c106ee85377.html 食肉 2022-04-06 15:30:00
ニュース ジェトロ ビジネスニュース(通商弘報) バイデン米大統領、ベトナム・ビンファストのノースカロライナ州進出を歓迎 https://www.jetro.go.jp/biznews/2022/04/a2c9bf444b1e8886.html 米大統領 2022-04-06 15:20:00
ニュース ジェトロ ビジネスニュース(通商弘報) 日本酒のブラジルへの輸出額が過去最高を記録、180ミリリットルサイズの販路も視野に https://www.jetro.go.jp/biznews/2022/04/15d47e403c19b810.html 過去最高 2022-04-06 15:10:00
ニュース BBC News - Home Ukraine War: Putin's daughters targeted by Western sanctions https://www.bbc.co.uk/news/world-us-canada-61005388?at_medium=RSS&at_campaign=KARANGA lavrov 2022-04-06 15:09:16
ニュース BBC News - Home Ukraine war: Bucha deaths 'not far short of genocide' - PM https://www.bbc.co.uk/news/uk-61011022?at_medium=RSS&at_campaign=KARANGA banks 2022-04-06 15:29:00
ニュース BBC News - Home British embassy guard charged with spying for Russia https://www.bbc.co.uk/news/uk-61015772?at_medium=RSS&at_campaign=KARANGA secrets 2022-04-06 15:57:01
ニュース BBC News - Home P&O Ferries preparing to restart Dover-Calais route https://www.bbc.co.uk/news/business-60993640?at_medium=RSS&at_campaign=KARANGA action 2022-04-06 15:29:18
ニュース BBC News - Home Prime Minister Boris Johnson says transgender women should not compete in women's sport https://www.bbc.co.uk/sport/61012030?at_medium=RSS&at_campaign=KARANGA Prime Minister Boris Johnson says transgender women should not compete in women x s sportUK Prime Minister Boris Johnson says he does not believe transgender women should compete in female sporting events 2022-04-06 15:55:13
ニュース BBC News - Home What sanctions are being imposed on Russia over Ukraine invasion? https://www.bbc.co.uk/news/world-europe-60125659?at_medium=RSS&at_campaign=KARANGA ukraine 2022-04-06 15:22:22
北海道 北海道新聞 「ゴールデンカムイ」完結へ アイヌ文化描く人気漫画 https://www.hokkaido-np.co.jp/article/666595/ 人気漫画 2022-04-07 00:19:00
北海道 北海道新聞 そば店から出火、男性1人死亡 札幌・北区 https://www.hokkaido-np.co.jp/article/666591/ 札幌市北区 2022-04-07 00:14:45
北海道 北海道新聞 スマホ奪い男3人逃走 札幌・厚別区の歩道 https://www.hokkaido-np.co.jp/article/666588/ 厚別中央 2022-04-07 00:10:05
北海道 北海道新聞 米欧、対ロシア追加経済制裁 最大手銀の資産凍結 G7・EU協調で圧力強化 https://www.hokkaido-np.co.jp/article/666590/ 経済制裁 2022-04-07 00:02:00
GCP Cloud Blog Meet Canadian compliance requirements with Protected B landing zones https://cloud.google.com/blog/topics/public-sector/meet-canadian-compliance-requirements-protected-b-landing-zones/ Meet Canadian compliance requirements with Protected B landing zonesThe Canadian government s security guidance for cloud environments outlines a standardized set of security controls to protect data and workloads in the cloud The security guidance known as the Security Control Profile for Cloud based GC Services also outlines security controls and profiles from a different publication the IT Security Risk Management A Lifecycle Approach ITSG  The ITSG publication has made Protected B Medium Integrity Medium Availability PBMM a key compliance measure for the Canadian government and crown corporations  As part of our commitment to serving the Canadian government with the security capabilities and controls they need we ve developed a set of open source recommendations that map Google Cloud capabilities and security settings to Canadian Protected B regulatory requirements to help our customers place their sensitive data in the cloud With the Google Cloud landing zones we re helping to ensure Canada has the easy to administrate cost effective and more secure cloud environment needed for your biggest projects Cloud environments built for CanadaGoogle Cloud s Protected B landing zones are a set of codified recommendations focused on establishing Google Cloud projects Identity Access Management IAM networking naming schemes and security settings in line with regulatory requirements and best practices Using these as a baseline Canadian public sector customers are better positioned to quickly meet their compliance requirements Google Cloud has published a Terraform based Infrastructure as Code IaC template on Github to ensure the foundational settings policies and folder structures are correctly configured in alignment with the Annex A Profile PBMM and ITSG Codified built in securityLanding zones enable a secure environment that is quick to deploy easy to administer and provides cost savings for organizations To make our templates easily understandable we ve selected the open source infrastructure agnostic IaC tooling provided by HashiCorp s Terraform Terraform gives organizations the flexibility to adopt a DevSecOps methodology within their infrastructure It also provides a security foundation by allowing the IaC to be modified versioned change controlled and automatically provisioned  The template and instructions on how to use landing zones can be found on GitHub Included security controlsThere are effectively three different types of security controls described in ITSG documentation Technical security controls implemented using technology such as firewalls Operational security controlsimplemented using human processes such as manual procedures Management security controls focused on the management of IT security and IT security risks Within the landing zone template we ve focused on controls that can be represented via code Addressed controls fall into these primary families Access Control AC Audit and Accountability AU Configuration Management CM Contingency Planning CP Identification and Authentication IA Risk Assessment RA System and Services Acquisition SA System and Communications Protection SC System and Information Integrity SI How it worksThe landing zone deployment phasesTo deploy the landing zone a user with Organizational Administrator privileges will need access to a shell terminal with the Google Cloud gcloud CLI JSON Query jq and Terraform installed which can be done in Google Cloud s integrated terminal Cloud Shell As part of the initial bootstrap script a si­­­ngle project will be created This Google Cloud project will be used to set up the landing zone core infrastructure network infrastructure automated pipeline code repository logging and bunkering aggregation capabilities and security policies via infrastructure as code automation After deployment completes workloads can be deployed in alignment with IT and regulatory policies This can include leveraging the Cloud Build amp Cloud Source Repo CICD pipeline established as part of the landing zone bootstrapping Several Terraform modules are used to establish the required controls for meeting PBMM requirements Landing Zone Modules click image to link to illustration files The landing zone can be applied with either a Google Cloud organizational node default and illustrated below or with a folder as the root node of the landing zone Organizational Structure click image to link to the illustration files How to deploy itHave a shell environment with the required prerequisites installed Cloud Shell can be used for this Clone repo from  Update the relevant auto tfvars files as indicated in the README MD file within the repoFrom bash run the bootstrap sh script from the environments bootstrap directory The script will prompt for the domain and user that will be deploying the bootstrap resources Committed to serving CanadaOur landing zone template extends upon our existing day Guardrails created to meet Canadian Centre for Cyber Security requirements allowing organizations to have a compliant landing area for production workloads quickly  Visit the Terraform based Infrastructure as Code IaC template on GitHub for more detailed deployment instructions and to learn more about meeting CCCS requirements References Government of Canada Levels of securityGovernment of Canada Security Control Profile for Cloud based GC servicesIT Security Risk Management Lifecycle Approach ITSG Annex A Profile PROTECTED B Medium Integrity Medium Availability ITSG Terraform ioCloud ready in Under Days accelerate safe and efficient Cloud onboarding with guardrails from Google CloudGC Cloud Guardrails Checks for Google Cloud Platform GitHub PBMM on GCP Onboarding GitHub 2022-04-06 16:00:00

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