投稿時間:2021-08-12 08:40:31 RSSフィード2021-08-12 08:00 分まとめ(46件)

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TECH	Engadget Japanese	限定ラビリンス設計・未来感あふれるデザイン。30W高出力急速充電『TEGICモバイルバッテリー』	https://japanese.engadget.com/tegic-mobile-battery-223558382.html	限定ラビリンス設計・未来感あふれるデザイン。	2021-08-11 22:35:58
TECH	Engadget Japanese	5分でわかるGalaxy新モデルまとめ。フォルダブルスマホ「Galaxy Z Fold3 5G」「Galaxy Z Flip3 5G」発表	https://japanese.engadget.com/galaxy-unpacked-2021-223001911.html	galaxy	2021-08-11 22:30:01
TECH	Engadget Japanese	Beats Studio Buds が発売、auも販売開始　ANCに3D対応で約1.8万円の完全ワイヤレス	https://japanese.engadget.com/beats-studio-buds-222913356.html	BeatsStudioBudsが発売、auも販売開始ANCにD対応で約万円の完全ワイヤレスアップルが年月日、アクティブノイズキャンセリングANC搭載の完全ワイヤレスイヤホン「BeatsStudioBuds」を発売しました。	2021-08-11 22:03:13
IT	ITmedia 総合記事一覧	[ITmedia News] Instagram、ヘイト対策で3つの新機能　非フォロワーと最近のフォロワーの制限機能を全ユーザーに	https://www.itmedia.co.jp/news/articles/2108/12/news069.html	instagram	2021-08-12 07:28:00
IT	ITmedia 総合記事一覧	[ITmedia ビジネスオンライン] 陳列棚の品切れ状況、自動で検知　AIベンチャーが提供開始	https://www.itmedia.co.jp/business/articles/2108/12/news054.html	itmedia	2021-08-12 07:11:00
IT	ITmedia 総合記事一覧	[ITmedia ビジネスオンライン] コカ・コーラ自販機決済アプリ「Coke ON」、Apple Payへ対応　App Clipにも	https://www.itmedia.co.jp/business/articles/2108/12/news053.html	appclip	2021-08-12 07:10:00
IT	ITmedia 総合記事一覧	[ITmedia エグゼクティブ] 成功する人のすごいリアクション	https://mag.executive.itmedia.co.jp/executive/articles/2108/12/news017.html	itmedia	2021-08-12 07:07:00
TECH	Techable（テッカブル）	パラリンピック公式ゲーム内でユーザー参加型のピコ太郎のバーチャルライブ開催	https://techable.jp/archives/159537	jpgames	2021-08-11 22:00:23
IT	情報システムリーダーのためのIT情報専門サイト IT Leaders	ワンビシアーカイブズとNTT Com、製品連携で見積から請求までの企業間取引を電子化 | IT Leaders	https://it.impress.co.jp/articles/-/21895	ワンビシアーカイブズとNTTCom、製品連携で見積から請求までの企業間取引を電子化ITLeaders日本通運子会社のワンビシアーカイブズとNTTコミュニケーションズNTTComは年月日、企業間取引電子化サービスにおける両社製品の連携を発表した。	2021-08-12 08:00:00
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	JavaScript 配列を削除してインデックス番号を詰めたいです	https://teratail.com/questions/353886?rss=all		2021-08-12 07:26:24
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	コード実行後に現れるエラー	https://teratail.com/questions/353885?rss=all	コード実行後に現れるエラーExcelデータを業務に使用しているソフトに自動入力するプログラムを作成しました。	2021-08-12 07:25:56
海外TECH	Ars Technica	macOS Big Sur 11.5.2 is here, but it doesn’t seem to do much	https://arstechnica.com/?p=1786577	monterey	2021-08-11 22:25:01
海外TECH	DEV Community	Introduction to Functions in p5.js	https://dev.to/oyedeletemitope/introduction-to-functions-in-p5-js-38l0	Introduction to Functions in p jsp js is a JavaScript library for creative coding with a focus on making coding accessible and inclusive for artists designers educators beginners researchers and those who want to enjoy making arts In this article we ll be discussing the two major functions in pjs which are setup function and draw functionAnd finally we will do a little practice just to scratch the surface of what we ll be discussing Looks a lot right But it s quite short and easy So here we go PrerequisitesTo complete this tutorial all you need is a basic understanding of JavaScript along with your text editor With that in mind let s get into it Note If you re just getting started with JavaScript check out this free and comprehensive tutorial on freecodecamp Installing p js How to download p js file s and or how to include its CDN in a simple html markup Getting StartedPjs can be used in various methods one of the easiest methods is by using the online p js editor which can be accessed here Below is an example of how the editor looks Another way is to download its required file and link it in your markup or include its CDN in your markup directly like below lt html gt lt head gt lt script src lib p js gt lt script gt lt head gt lt body gt lt body gt lt html gt TIP If you are using VSCode you should definitely download the P js extension Setup functionIn p js the setup function will run first immediately your program has started We use this function to set the initial environment properties such as text color screen size background color as well as loading assets such as images and fonts And also note that your p js program should contain only one setup function Draw functionThe draw function is called after setup function The draw function is used to executes the code inside the block until the program is stopped Let s do a little practical function setup createCanvas function draw background noStroke fill ellipse In depth explanationSetup functions happen only once and that s the moment the sketch begins This is why we input the createCanvas because this is the kind of thing we want to do just once You don t want to make canvasses multiple times and you don t want to make a canvas at the end That wouldn t make sense So the flow at the beginning of the program the setup makes the canvas Draw happens forever another word for that might be in a loop whatever code is in draw is in a forever loop So why would it work this way why would we do something once and have other codes happen all the time Now this is not necessarily how the software works All software has a flow of operations but the kind of flow is common for an animation program for graphics program let s take a look at the output to our code We just have a simple sketch with one circle in the middle and we can see the flow of the program happening but we don t see anything change but we need something that changes something that varies inside the draw function Let s think about this what would it be for us to be able to move our circle with our mouse we can therefore introduce a variable A variable is a named entity a keyword that stores something and in this case we want to store something that has a particular value and in p we can get some variables for free and one of those variables is mouseX and another one is mouseY Meaning the moment we write our mouseX in our code function setup createCanvas function draw background noStroke fill ellipse mouseX we then rerun We see that the circle moves relative to direction of our mouse What really happens the draw loop is happening over and over again it keeps getting the dynamic current value of mouseX so this Is just our starting point what can you do with system variables mouseX and mouseY one thing you could do is create a simple painting program We could do that by writing the following code function setup createCanvas background function draw noStroke fill Circle mouseX mouseY Here s our output Conclusion We talked about two functions the function setup and the function draw as defining the flow of the sketch these are just events the setup functions happen at the beginning the draw then happens continuously There are many other events that we can define another function is mouse pressed This is an event that sits and waits It only happens when you click the mouse For more examples you can check out coding train on YouTube here Please share if you found this useful	2021-08-11 22:52:52
Apple	AppleInsider - Frontpage News	Bell Labs descendant sues Apple for infringing on clutch of patents	https://appleinsider.com/articles/21/08/11/bell-labs-descendant-sues-apple-for-infringing-on-clutch-of-patents?utm_medium=rss	Bell Labs descendant sues Apple for infringing on clutch of patentsApple was hit with yet another patent infringement lawsuit on Wednesday with Bell Northern Research a distant descendant of Bell Labs leveraging multiple properties related to basic mobile wireless technology against the iPhone maker Lodged with the U S District Court for the Western District of Texas BNR s complaint brings claims from a total of ten patents to bear against Apple s iPhone iPad and related wireless products BNR cites alleged infringement of U S Patent Nos and a re issue of patent no The patents in suit detail methods of saving power in mobile devices MIMO beamforming semiconductor packaging chip packages with heat spreaders and general cellular communications technologies Read more	2021-08-11 22:38:12
海外TECH	Engadget	Senate bill would stop Apple and Google’s complete control over in-app payments	https://www.engadget.com/bipartisan-open-app-markets-act-introduction-221732872.html?src=rss	Senate bill would stop Apple and Google s complete control over in app paymentsA bipartisan group of US senators has introduced legislation that seeks to reshape how app marketplaces operate in the US Penned by Senators Richard Blumenthal of Connecticut and Marsha Blackburn of Tennessee and co sponsored by Amy Klobuchar the chair of the Senate antitrust subcommittee the proposed legislation would quot prevent app stores from disadvantaging developers quot The Open App Markets Act reads like a wishlist of items groups like the Coalition for App Fairness have advocated for in their fight against Apple and Google So it should come as no surprise the organization has come out in support of the proposed legislation One of the most noteworthy provisions included in the bill s current iteration is a clause that would prohibit app marketplace owners from forcing third party developers to use a payment system they own Another provision aimed almost exclusively at Apple would force platform holders to allow consumers to sideload software and install third party app stores Payment systems have been one of the issues at the heart of the recent antitrust movement Apple kicked Epic Games off the App Store after the studio implemented a way for Fortnite players to skirt its percent fee Google meanwhile announced at the end of that it would give developers until later this year to make their apps compliant with the Play Store s billing system quot The legislation would help create a more competitive app marketplace that will ignite innovation in the digital economy and provide more options for American consumers quot the Coalition for App Fairness said in a statement Outside of the CAF organizations like the Electronic Frontier Foundation and Internet Accountability Project support the bill Of course introducing legislation and passing it are two very different things You can be sure Apple and Google will lobby to soften the Open App Markets Act since it threatens the way they do business	2021-08-11 22:17:32
海外科学	NYT > Science	Breakthrough Infections and the Delta Variant: What to Know	https://www.nytimes.com/article/covid-breakthrough-delta-variant.html	findings	2021-08-11 22:43:34
金融	金融総合：経済レポート一覧	FX Daily(8月10日)～ドル円、110円台半ばまで上昇	http://www3.keizaireport.com/report.php/RID/464902/?rss	fxdaily	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	貸出・マネタリー統計（2021年7月）～資金需要の鈍化が鮮明に、都銀の貸出は2カ月連続で前年割れ：経済・金融フラッシュ	http://www3.keizaireport.com/report.php/RID/464907/?rss	前年割れ	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	IFRS第17号(保険契約)を巡る動向について ～EU、英国及びIASBにおける検討状況：保険・年金フォーカス	http://www3.keizaireport.com/report.php/RID/464908/?rss	保険契約	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	SPACが変えるイノベーション（４）「グリーンSPAC」、持続可能か？～EV関連スタートアップが上場ラッシュ：JCER 中国・アジアウォッチ	http://www3.keizaireport.com/report.php/RID/464918/?rss	持続可能	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	中国国債の保有リスクと持たざるリスク～リスク管理から見た中国国債投資：高田レポート	http://www3.keizaireport.com/report.php/RID/464919/?rss	中国国債	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	顧客満足度を高める金融サービスとは～対面銀行・証券では商品購入後の適切なフォローアップがカギ：資産運用・投資主体	http://www3.keizaireport.com/report.php/RID/464930/?rss	大和総研	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	マーケットフォーカス（米ドル建債券市場）2021年8月号	http://www3.keizaireport.com/report.php/RID/464933/?rss	三井住友トラスト	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	オーストラリア マーケット動向（2021/8/11）～先週の豪ドルの対円レートは、上昇...	http://www3.keizaireport.com/report.php/RID/464935/?rss	三井住友	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	アジア・オセアニアリート市場はまちまち～経済再開期待から堅調な推移へ	http://www3.keizaireport.com/report.php/RID/464936/?rss	三井住友	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	【キーワード】脱炭素を後押しする日銀の『気候変動対応オペ』～市場中立性に配慮する日銀...	http://www3.keizaireport.com/report.php/RID/464937/?rss	三井住友	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	Monthly Global Market Report 2021年8月号：変異株拡大と世界経済・金融政策。経済見通し、為替見通し...	http://www3.keizaireport.com/report.php/RID/464938/?rss	monthlyglobalmarketreport	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	金融・経済見通し 2021年8月号～金利見通し、為替見通し	http://www3.keizaireport.com/report.php/RID/464939/?rss	Detail Nothing	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	ニクソン・ショック50周年 ～国際通貨体制の未来～ 前編：理事長 中尾武彦の視点	http://www3.keizaireport.com/report.php/RID/464947/?rss	中尾武彦	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	データを読む：「平均年間給与」調査～銀行トップは三井住友銀行 842万2,000円。行員数 4年連続で減少。平均年齢 2年連続最高齢を更新...	http://www3.keizaireport.com/report.php/RID/464951/?rss	三井住友銀行	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	2021年7月末の預金・貸出金動向(速報) ～信用金庫の預金は3.7％増、貸出金は3.0％増に：ニュース＆トピックス	http://www3.keizaireport.com/report.php/RID/464955/?rss	中小企業	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	J-REIT徹底解説～J-REIT運用担当者による市場解説：マーケットレター	http://www3.keizaireport.com/report.php/RID/464963/?rss	jreit	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	トランジション・ファイナンス概要	http://www3.keizaireport.com/report.php/RID/464969/?rss	経済産業省	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	商品：金 下値固め、長期的には緩やかな上昇トレンド継続か	http://www3.keizaireport.com/report.php/RID/464983/?rss	下値固め	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	個人金融資産動向：2021年第1四半期～新型コロナ禍の下で流動性預金と投資信託への資金純流入継続：個人マーケット	http://www3.keizaireport.com/report.php/RID/465005/?rss	投資信託	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	GameStop株を巡る騒動が提起した米国株式市場の課題：株式市場の構造的変革【要約】	http://www3.keizaireport.com/report.php/RID/465007/?rss	gamestop	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	【注目検索キーワード】スポーツビジネス	http://search.keizaireport.com/search.php/-/keyword=スポーツビジネス/?rss	検索キーワード	2021-08-12 00:00:00
金融	金融総合：経済レポート一覧	【お薦め書籍】もう価格で闘わない〜非価格経営を実現した24社の取り組み	https://www.amazon.co.jp/exec/obidos/ASIN/4866672781/keizaireport-22/	価格競争	2021-08-12 00:00:00
金融	ニュース - 保険市場TIMES	あいおいニッセイ同和損保、中小企業向けサイバー保険の提供へ	https://www.hokende.com/news/blog/entry/2021/08/12/080000	あいおいニッセイ同和損保、中小企業向けサイバー保険の提供へセキュリティ製品やサービスを提供・販売する複数企業と協業あいおいニッセイ同和損害保険株式会社以下、あいおいニッセイ同和損保は年月より、中小企業向けの「サイバーセキュリティ保険」の提供を開始する。	2021-08-12 08:00:00
ニュース	BBC News - Home	UK deportation flight to Jamaica leaves with dozens reprieved	https://www.bbc.co.uk/news/uk-58177487	lawyers	2021-08-11 22:23:14
ニュース	BBC News - Home	Briton suspected of spying for Russia arrested in Germany	https://www.bbc.co.uk/news/world-europe-58170872	intelligence	2021-08-11 22:39:53
ニュース	BBC News - Home	Konta beats third seed Svitolina at Canadian Open	https://www.bbc.co.uk/sport/tennis/58179319	canadian	2021-08-11 22:43:50
北海道	北海道新聞	「ウォルト」帯広１９日から　ラーメンや豚丼宅配　６０店参加	https://www.hokkaido-np.co.jp/article/577379/	宅配サービス	2021-08-12 07:16:07
北海道	北海道新聞	クオモ氏恩赦「時期尚早」　ＮＹ次期知事が記者会見	https://www.hokkaido-np.co.jp/article/577463/	辞任表明	2021-08-12 07:08:00
ニュース	THE BRIDGE	話題のNFT、ビジネスにどう活かす？【業界解説・コインチェック天羽氏】（後半）	http://feedproxy.google.com/~r/SdJapan/~3/7etX4TuVCHM/coincheck-amo-2-mugenlabo-magazine	話題のNFT、ビジネスにどう活かす【業界解説・コインチェック天羽氏】後半本稿はKDDIが運営するサイト「MUGENLABOMagazine」に掲載された記事からの転載前半からの続き全産業デジタル化の流れが不可避と認識される中、大きな構造の変化がいろいろな場所で発生しています。	2021-08-11 22:00:53
GCP	Cloud Blog	Extend your Dataflow template with UDFs	https://cloud.google.com/blog/topics/developers-practitioners/extend-your-dataflow-template-with-udfs/	Extend your Dataflow template with UDFsGoogle provides a set of Dataflow templates that customers commonly use for frequent data tasks but also as reference data pipelines that developers can extend But what if you want to customize a Dataflow template without modifying or maintaining the Dataflow template code itself With user defined functions UDFs customers can extend certain Dataflow templates with their custom logic to transform records on the fly A UDF is a JavaScript snippet that implements a simple element processing logic and is provided as an input parameter to the Dataflow pipeline This is especially helpful for users who want to customize the pipeline s output format without having to re compile or to maintain the template code itself Example use cases include enriching records with additional fields redacting some sensitive fields or filtering out undesired records we ll dive into each of those That means you do not have to be an Apache Beam developer or even have a developer environment setup in order to tweak the output of these Dataflow templates As the time of this writing the following Google provided Dataflow templates support UDF Pub Sub to BigQueryPub Sub to DatastorePub Sub to SplunkPub Sub to MongoDBDatastore to GCS TextDatastore to Pub SubCloud Spanner to Cloud Storage TextGCS Text to DatastoreGCS Text to BigQuery  Batch and Stream Apache Kafka to BigQueryDatastore Bulk DeleteNote  While the UDF concepts described here apply to any Dataflow template that supports UDF the utility UDF samples below are from real world use cases using the Pub Sub to Splunk Dataflow template but you can re use those as starting point for this or other Dataflow templates  How UDF works with templatesWhen a UDF is provided the UDF JavaScript code runs in the Nashorn JavaScript engine included in the Dataflow worker s Java runtime applicable for Java pipelines such as Google provided Dataflow templates The code is invoked locally by a Dataflow worker for each element separately Element payloads are serialized and passed as JSON strings back and forth Here s the format of a Dataflow UDF function called process which you can reuse and insert your own custom transformation logic into Using JavaScript s standard built in JSON object the UDF first parses the stringified element inJson into a variable obj and at the end it must return a stringified version outJson of the modified element obj Where highlighted you add your custom element transformation logic depending on your use case In the next section we provide you with utility UDF samples from real world use cases  Note The variable includePubsubMessage is required if the UDF is applied to Pub Sub to Splunk Dataflow template since it supports two possible element formats that specific template can be configured to process the full Pub Sub message payload or only the underlying Pub Sub message data payload default behavior The statement setting data variable is needed to normalize the UDF input payload in order to simplify your subsequent transformation logic in the UDF consistent with the examples below For more context see includePubsubMessage parameter in Pub Sub to Splunk template documentation Common UDF patternsThe following code snippets are example transformation logic to be inserted in the above UDF process function They are grouped below by common patterns Pattern Enrich eventsFollow this pattern to enrich events with new fields for more contextual information Example  Add a new field as metadata to track pipeline s input Pub Sub subscriptionExample  Set Splunk HEC metadata source field to track pipeline s input Pub Sub subscriptionExample  Add new fields based on a user defined local function e g callerToAppIdLookup  acting as a static mapping or lookup tablePattern Transform eventsFollow this pattern to transform the entire event format depending on what your destination expects Example  Revert logs from Cloud Logging log payload LogEntry to original raw log string You may use this pattern with VM application or system logs e g syslog or Windows Event Logs to send source raw logs instead of JSON payloads Example  Transform logs from Cloud Logging log payload LogEntry to original raw log string by setting Splunk HEC event metadata Use this pattern with application or VM logs e g syslog or Windows Event Logs to index original raw logs instead of JSON payload for compatibility with downstream analytics This example also enriches logs by setting HEC fields metadata to incoming resource labels metadata Pattern Redact eventsFollow this pattern to redact or remove a part of the event Example  Delete or redact sensitive SQL query field from BigQuery AuditData data access logs Pattern Route eventsFollow this pattern to programmatically route events to separate destinations Example  Route event to the correct Splunk index per used defined local function e g splunkIndexLookup acting as a static mapping or lookup table Example  Route unrecognized or unsupported events to Pub Sub deadletter topic if configured in order to avoid invalid data or unnecessary consumption of downstream sinks such as BigQuery or Splunk Pattern Filter eventsFollow this pattern to filter out undesired or unrecognized events Example  Drop events from a particular resource type or log type e g filter out verbose Dataflow operational logs such as worker amp system logs Example  Drop events from a particular log type e g Cloud Run application stdout  Example applicable to Pub Sub to Splunk Dataflow template onlyTesting UDFsBesides ensuring functional correctness you must verify your UDF code is syntactically correct JavaScript on Nashorn JavaScript engine which is shipped as part of JDK through pre installed in Dataflow workers That s where your UDF ultimately runs Before pipeline deployment it is highly recommended to test your UDF on Nashorn engine any JavaScript syntax error will throw an exception potentially on every message This will cause a pipeline outage as the UDF is unable to process those messages in flight At the time of this writing Google provided Dataflow templates run on JDK environment with the corresponding Nashorn engine v release By default Nashorn engine is only ECMAScript ES compliant so a lot of newer ES JavaScript keywords like let or const will cause syntax errors In addition it s important to note that Oracle Nashorn engine is a slightly different JavaScript implementation than Node js A common pitfall is using console log  or Number isNaN  for example neither of which are defined in the Nashorn engine For more details see this introduction to using Oracle Nashorn That said using the utility UDFs provided above without major code changes should be sufficient for most use cases An easy way to test your UDF on Nashorn engine is by launching Cloud Shell where JDK is pre installed including jjs command line tool to invoke Nashorn engine Let s assume your UDF is saved in dataflow udf transform js JavaScript file and that you re using UDF example above which appends new inputSubscription field In Cloud Shell you can launch Nashorn in interactive mode as follows In Nashorn interactive shell first load your UDF JavaScript file which will load the UDF process function in global scope To test your UDF define an arbitrary input JSON object depending on your pipeline s expected in flight messages In this example we re using a snippet of a Dataflow job log message to be processed by our pipeline You can now invoke your UDF function to process that input object as follows Notice how the input object is serialized first before being passed to UDF which expects an input string as noted in the previous section Print the UDF output to view the transformed log with the appended inputSubscription field as expected Finally exit the interactive shell Deploying UDFsYou deploy a UDF when you run a Dataflow job by referencing a GCS file containing the UDF JavaScript file Here s an example using gcloud CLI to run a job using the Pub Sub to Splunk Dataflow template The relevant parameters to configure gcs location GCS location path to the Dataflow templatejavascriptTextTransformGcsPath GCS location path to JavaScript file with your UDF codejavascriptTextTransformFunctionName Name of JavaScript function to call as your UDFAs a Dataflow user or operator you simply reference a pre existing template URL Google hosted and your custom UDF Customer hosted without the requirement to have a Beam developer environment setup or to maintain the template code itself Note The Dataflow worker service account used must have access to the GCS object JavaScript file containing your UDF function Refer to Dataflow user docs to learn more about Dataflow worker service account What s Next We hope this helps you get started with customizing some of the off the shelf Google provided Dataflow templates using one of the above utility UDFs or writing your own UDF function As a technical artifact of your pipeline deployment the UDF is a component of your infrastructure and so we recommend you follow Infrastructure as Code IaC best practices including version controlling your UDF If you have questions or suggestions for other utility UDFs we d like to hear from you create an issue directly in GitHub repo or ask away in our Stack Overflow forum In a follow up blog post we ll dive deeper into testing UDFs unit tests and end to end pipeline tests as well as setting up a CI CD pipeline for your pipelines including triggering new deployment every time you update your UDFs all without maintaining any Apache Beam code	2021-08-11 22:54:00