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The Latest Monitoring and Observability Topics

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O11y Guide: Keeping Your Cloud-Native Observability Options Open
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October 19, 2022
by Eric D. Schabell CORE
· 3,514 Views · 2 Likes
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Infrastructure as Code (IaC) for Java-Based Apps on Azure
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October 19, 2022
by Bobur Umurzokov
· 6,688 Views · 2 Likes
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How to Create a Chatbot Using Azure Bot Service: Step-by-Step Instructions
In this tutorial, we will look at an example of creating a chatbot using Microsoft's Azure Bot Service.
October 16, 2022
by Daniil Mikhov
· 5,408 Views · 3 Likes
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Autoscale Azure Pipeline Agents With KEDA
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October 13, 2022
by Basudeba Mandal
· 3,996 Views · 2 Likes
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The Rising Tide of Platform Engineering
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October 12, 2022
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· 7,683 Views · 4 Likes
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Serverless at Scale
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October 12, 2022
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· 5,455 Views · 3 Likes
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Managing AWS IAM With Terraform: Part 2
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October 11, 2022
by Tiexin Guo
· 4,196 Views · 2 Likes
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Managing AWS IAM With Terraform: Part 1
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October 11, 2022
by Tiexin Guo
· 4,097 Views · 1 Like
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Service Threat Engineering: Taking a Page From Site Reliability Engineering
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October 11, 2022
by Jason Bloomberg
· 6,477 Views · 1 Like
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Android Cloud Apps with Azure
a recent study by gartner predicts a very significant increase in cloud usage by consumers in a few years, due in great part to the ever growing use of smartphone cameras by the average household. in this context, it could be useful to have a smartphone application that is able to upload / download digital content from a cloud provider. in this article, we will construct a basic android prototype that will allow us to plug in the windows azure cloud provider, and use the windows azure toolkit for android ( available at github ) to do all of the basic cloud operations : upload content to cloud storage, browse the storage, download or delete files in cloud storage. once those operations are implemented, we will see how to enable our android application to receive server push notifications . first things first, we need to set up a storage account in the azure cloud: a storage account comes with several options as for data management : we can keep data in blob, table or queue storage. in this article, we will use the blob storage to work with images. the storage account has a primary and secondary access key , either one of the two can be used to execute operations on the storage account. any of those keys can be regenerated if compromised. 1. preliminaries first, the prerequisites: eclipse ide for java android plugin for eclipse ( adt ) windows azure toolkit for android windows azure subscription (you can get a 90-day free trial ) a getting-started document on windows azure toolkit’s github page covers the installation procedure of all the the required software in detail. this whole project ( cloid ) is freely available at github . so here we’ll limit ourselves to presenting the most relevant code sections along with the corresponding screens. the user interface is composed of a few basic activity screens, spawned from the main screen (top center): since we use a technology not for its own sake but according to our needs, let’s start by specifying what we want: public abstract class storage { /** all providers will have accesss to context*/ protected context context; /** all providers will have accesss to sharedpreferences */ protected cloudpreferences prefs; /** all downloads from providers will be saved on sd card */ protected string download_path = "/sdcard/dcim/camera/"; /** * @throws operationexception * */ public storage(context ctx) throws operationexception { context = ctx; prefs = new cloudpreferences(ctx); } /** * @throws operationexception * */ public abstract void uploadtostorage(string file_path) throws operationexception; /** * @throws operationexception * */ public abstract void downloadfromstorage(string file_name) throws operationexception; /** * @throws operationexception * */ public abstract void browsestorage() throws operationexception; /** * @throws operationexception * */ public abstract void deleteinstorage(string file_name) throws operationexception; } the above is the contract that our cloud storage provider will satisfy. we’ll provide a mockstorage implementation that will pretend to carry out a command in order to test our ui (i.e. our scrollable items list, progress bar, exception messages, etc.), so that we can later just plug in azure storage operations. note from our activities screen above, that we can switch anytime between azure storage and mock storage with the press of the toggle button “cloud on/off” in the settings screen, saving the preferences afterward. public class mockstorage extends storage { // code here... @override public void uploadtostorage(string file_path) throws operationexception { donothingbutsleep(); //throw new operationexception( "test error message", // new throwable("reason: upload test") ); } // other methods will also do nothing but sleep... /***/ private void donothingbutsleep(){ try{ thread.sleep(5000l); } catch (interruptedexception iex){ return; } } 2. the azure toolkit the toolkit comes with a sample application called “simple”, and two library jars: access control for android.jar in the wa-toolkit-android\library\accesscontrol\bin folder azure storage for android.jar in the wa-toolkit-android\library\storage\bin folder here we will only use the latter, since we will access directly azure’s blob storage. needless to say, this is not the recommended way , since our credentials will be stored on the handset. a better approach security-wise would be to access azure storage through web services hosted on either azure or other public/private clouds. once the toolkit is ready for use, we need to think a bit about settings . using an azure blob storage only requires 3 fields: an account name , an access key , and a container for our images. the access key is quite a long string (88 characters) and is kind of a pain to type, so one way to do the setup is to configure the android res/values/strings.xml file to set the default values: ... cloid insert-access-key-here pictures ... however, because we may want to overwrite the default values above (e.g. create another container), we will also save the values on the settings screen in android’s sharedpreferences . and now, let’s implement the azurestorage class. 3. azure blob storage operations 3.1. storage initialization the azurestorage constructor gets its data from android preferences (from its superclass), then constructs a connection string used to access the storage account, creates a blob client and retrieves a reference to the container of images. if the user changed the default container “pictures” in settings, then a new (empty) one will be created with that new name. a container is any grouping of blobs under a name. no blob exists outside of a container. // package here // other imports import com.windowsazure.samples.android.storageclient.blobproperties; import com.windowsazure.samples.android.storageclient.cloudblob; import com.windowsazure.samples.android.storageclient.cloudblobclient; import com.windowsazure.samples.android.storageclient.cloudblobcontainer; import com.windowsazure.samples.android.storageclient.cloudblockblob; import com.windowsazure.samples.android.storageclient.cloudstorageaccount; public class azurestorage extends storage { private cloudblobcontainer container; / * @throws operationexception * */ public azurestorage(context ctx) throws operationexception { super(ctx); // set from prefs string acct_name = prefs.getaccountname(); string access_key = prefs.getaccesskey(); // get connection string string storageconn = "defaultendpointsprotocol=http;" + "accountname=" + acct_name + ";accountkey=" + access_key; // get cloudblobcontainer try { // retrieve storage account from storageconn cloudstorageaccount storageaccount = cloudstorageaccount.parse(conn); // create the blob client // to get reference objects for containers and blobs cloudblobclient blobclient = storageaccount.createcloudblobclient(); // retrieve reference to a previously created container container = blobclient.getcontainerreference( prefs.getcontainer() ); container.createifnotexist(); } catch (exception e) { throw new operationexception("error from initblob: " + e.getmessage(), e); } } // code... we will use that container reference cloudblobcontainer throughout our upcoming cloud operations. 3.2. uploading images we will upload a file from android’s gallery to the cloud, keeping the same filename. “screener” is just a utilities class (see github repository) that does a number of useful things, e.g. extracting a file name from its path and setting the right mime type (“image/jpeg”, “image/png”, etc.). the two kinds of blobs are page blobs and block blobs . the (very) short story is that page blobs are optimized for read & write operations, while block blobs let us upload large files efficiently. in particular we can upload multiple blocks in parallel to decrease upload time. here we are uploading a blob (gallery image) as a set of blocks. /** * @throws operationexception */ @override public void uploadtostorage(string file_path) throws operationexception { try { // create or overwrite blob with contents from a local file // use same name than in local storage cloudblockblob blob = container.getblockblobreference( screener.getnamefrompath(file_path) ); file source = new file(file_path); blob.upload( new fileinputstream(source), source.length() ); blob.getproperties().contenttype = screener.getimagemimetype(file_path); blob.uploadproperties(); } catch (exception e) { throw new operationexception("error from uploadtostorage: " + e.getmessage(), e); } } bear in mind that we are not checking if the file already exists in cloud storage. therefore we will overwrite any existing file with the same name as the one we are uploading. that is usually not desirable in production code. here’s the screen flow of the upload operation: 3.3. browsing the cloud for browsing, we store all our blobs in our container into a list of items that we will display in android as a scrollable list of image names in a subclass of android.app.listactivity . once one item in the list is clicked (“touched”) by the user, we want to display some image properties such as the image size (important when deciding to download), its mime type, and the date it was last operated upon. /** * @throws operationexception * */ @override public void browsestorage() throws operationexception{ // reset uri list for refresh - no caching item.itemlist.clear(); // loop over blobs within the container try { for (cloudblob blob : container.listblobs()) { blob.downloadattributes(); blobproperties props = blob.getproperties(); long ksize = props.length/1024; string type = props.contenttype; date lastmodified = props.lastmodified; item item = new item(blob.geturi(), blob.getname(), ksize, type, lastmodified); item.itemlist.add(item); } // end loop } catch (exception e) { throw new operationexception("error from browsestorage: " + e.getmessage(), e); } } here’s the screen flow of the browse operation. pressing on an item on the list displays its details and operations on the image, which we will look at next: 3.4. downloading images our download method is pretty straightforward. note that we are downloading to the android handset’s sd card by using download_path from the superclass. /** * @throws operationexception * */ @override public void downloadfromstorage(string file_name) throws operationexception{ try { for (cloudblob blob : container.listblobs()) { // download the item and save it to a file with the same name as arg if(blob.getname().equals(file_name)){ blob.download( new fileoutputstream(download_path + blob.getname()) ); break; } } } catch (exception e) { throw new operationexception("error from downloadfromstorage: " + e.getmessage(), e); } } and the corresponding ui flow. instead of displaying the image right after the download, we chose to include a link to the gallery (bottom of the screen) where the freshly retrieved image appears on top of the gallery’s stack of pictures: 3.5. deleting images the delete operation performed on a blob up in the cloud is also rather simple: /** * @throws operationexception */ @override public void deleteinstorage(string file_name) throws operationexception{ try { // retrieve reference to a blob named file_name cloudblockblob blob = container.getblockblobreference(file_name); // delete the blob blob.delete(); } catch (exception e) { throw new operationexception("error from deleteinstorage: " + e.getmessage(), e); } } and its associated ui screens series. note that after confirming the operation, and when deletion completes, the browsing list of items is automatically refreshed, and we can see that the image is no longer on the list of blobs in our storage container. 3.6. wrapping up the azurestorage methods are called inside a basic work thread, which will take care of all cloud operations: // called inside a thread try { // get storage instance from factory storage store = storagefactory.getstorageinstance(this, storagefactory.provider.azure_storage); // for the progress bar incrementworkcount(); // do ops switch(operation){ case upload : store.uploadtostorage(path); break; case browse : store.browsestorage(); break; case download : store.downloadfromstorage(path); // refresh gallery sendbroadcast( new intent( intent.action_media_mounted, uri.parse("file://"+ environment.getexternalstoragedirectory()) ) ); break; case delete : store.deleteinstorage(path); break; } // end switch } catch (operationexception e) { recorderror(e); } notice how we are telling the android image gallery to refresh by issuing a broadcast once a new file is downloaded from the cloud to the sd card. there are different ways to do this, but without that call, the gallery won’t show the new image before the next system scheduled media scan. again, for the full code, refer to this project on github. we are done with the basic cloud operations. all we had to do was plug in our azurestorage implementation class and get an instance of it through a factory, with minimal impact on preexisting code. 4. push notifications up to this point we have demonstrated device-initiated communication with the cloud. for cloud-initiated or push communication, the android platform uses google cloud messaging (gcm). in a previous article , i wrote about how to integrate gcm into an existing android application. here we will add a second set of settings for server push. our client code will connect with any gcm server and it will set the status on our main activity (last screen shot on the right) once the information in push preferences is correctly set. 5. conclusions the toolkit documentation is kind of sparse (which is why the community needs more articles like this). also, the sample application doesn’t cover much (maybe the reason why it’s called “simple”), and it has room for improvement. however, the library itself is fully functional, and once we figure out the api, it all works quite nicely. of course, this application is itself pretty basic and doesn’t cover lots of other features, like access control, permissions, metadata, and snapshots. but it is a start.
October 11, 2022
by Tony Siciliani
· 14,475 Views · 1 Like
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Transit Gateway With Anypoint Platform
Here we will use the Mulesoft Anypoint platform to attach VPC to the AWS transit gateway to form a single network topology.
October 10, 2022
by Gaurav Dhimate CORE
· 2,285 Views · 2 Likes
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AWS Step Function for Modernization of Integration Involving High-Volume Transaction: A Case Study
The serverless offerings of AWS are getting more and more popular. But it remains a challenge to know them well enough to leverage them properly.
October 9, 2022
by Satyaki Sensarma
· 3,387 Views · 3 Likes
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Developing With AWS Cost and Usage (CUR) Files
Building internal cost tools with AWS starts from understanding the CUR schema.
October 5, 2022
by Everett Berry
· 5,090 Views · 1 Like
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Automate Amazon Aurora Global Database Using CloudFormation
This article will help automate the process of creating and configuring an Amazon Aurora Postgres Global Database. It also describes ways to handle fail-over scenarios.
October 5, 2022
by KONDALA RAO PATIBANDLA
· 2,919 Views · 5 Likes
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Secure By-Design Storage for Your SCM
The widely adopted SCM tools we use today, GitHub and Gitlab, are built on the dated architecture and design of git, but this has some security gaps we'll explore.
October 4, 2022
by Avi Mastov
· 4,482 Views · 1 Like
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Observability Is Cultural
In order to leverage observability, we need a significant shift in our corporate culture that encapsulates the entire company and goes beyond the tools.
October 4, 2022
by Shai Almog CORE
· 3,869 Views · 3 Likes
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O11y Guide: Who Are the Cloud-Native Observability Players?
Continue on a journey into the world of cloud-native observability: go out onto the playing field to understand who the players are and what teams they form.
October 4, 2022
by Eric D. Schabell CORE
· 5,943 Views · 2 Likes
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AWS Cognito Overview and Step-By-Step Integration
Explore the difference between two well-known Auth building methods: AWS Cognito and JSON Web Token. Plus, take a look at the AWS Cognito application process.
October 4, 2022
by Tetiana Stoyko
· 3,165 Views · 1 Like
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Go CDK! What This Means for the World of IaC
CDK has landed, and the AWS community is hyped, but what exactly is CDK, how it works, and what does it mean for the world of Infrastructure-as-Code?
October 3, 2022
by Roy Tal
· 2,441 Views · 1 Like
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Using CockroachDB CDC With Azure Event Hubs
This tutorial is an attempt to integrate CockroachDB CDC with Azure Event Hubs via our existing Kafka support.
October 3, 2022
by Artem Ervits CORE
· 3,431 Views · 1 Like
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