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learn the way to simplify complicated deployments of hundreds of microservices with UrbanCode deploy
IBM UrbanCode set up is a tool that helps you automate software deployments during your cloud environments. it's designed to make rapid remarks and continual start in agile development exceptionally easy while presenting the audit trails, versioning, and approval paths you want in a creation-level equipment.
UrbanCode installation provides:
during this tutorial, I’ll explain the construct-and-installation toolchain of microservices, beginning with the general tools you need:
I may be focusing primarily on UrbanCode deploy.
Let’s delivery with the aid of inspecting a regular microservices structure.The structure and pipeline
typically, a microservices architecture is one by which distinct microservices each and every perform a single unit of work, while an internet part consumes all of the records offered through these microservices and shows it to the person. each and every microservice will have its own build pipeline to build and install to the development atmosphere immediately.
Let’s look at this in a bit of more element.The microservices structure
in this state of affairs, one general database and cache service hold the general statistics across the various microservices.determine 1. a typical microservices structure IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/Figure-1.png" class="IBM-downsize" alt="A typical microservices architecture" height="438" width="800"/>
My goal listed here is to describe tips on how to configure UrbanCode set up to deploy these microservices to hybrid cloud environments.
considering the fact that each microservice can have its own construct pipeline, let’s examine that next.build-and-set up pipeline
in line with the branching method, the code gets deployed to the target environment. I should be doing this the usage of a GitLab repository where webhooks are configured to instantly set off a build in Jenkins.
The Jenkins job is configured to construct a Java™ or Node software, operate code high-quality the usage of SonarQube (the open-supply platform for continual inspection of code first-class), and keep the artifacts in IBM UrbanCode deploy.
The version of the artifact generated is tagged with the Jenkins build quantity to have traceability with the Jenkins construct that created the artifact. This edition quantity should be advantageous in growing the snapshots in UrbanCode install.
next, I’ll demonstrate the way to configure Jenkins for auto-construct.Configure Jenkins for auto-build
working builds as soon as code is pushed can be critical because it enables you to detect complications quickly and locate them greater readily. To immediately run builds, Jenkins listens for post requests at a Hook URL.
In Jenkins, you permit the alternative to construct when a change is pushed to the GitLab repository as proven:figure 2. construct Triggers IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig2.png" class="IBM-downsize" alt="Build Trigger" height="225" width="477"/>
reproduction the GitLab CI provider URL, go to the corresponding GitLab project, click on Settings > Webhooks, and paste the URL into the field. click Add Webhook and test it, as proven:determine 3. GitLab configuration IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig3.png" class="IBM-downsize" alt="GitLab configuration" height="273" width="873"/>
Configure the GitLab device to construct when code is pushed to a certain branch. Add the same filter in Jenkins.Configure UrbanCode deploy
during this part, i'll exhibit you how to create a deployment pattern, which includes:
all of the microservices during this illustration have the identical build-and-install procedure. This helps should you wish to create construct-and-deploy pipelines automatically when a brand new microservice is created. From a deployment standpoint, here's finished with the aid of making a component template that will be used with the aid of all of the microservices deployed to IBM Cloud.outline the component template
Let's create a part template for IBM Cloud deployment known as BluemixDeployTemplate:determine four. UrbanCode install accessories IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig4.png" class="IBM-downsize" alt="UrbanCode Deploy components" height="296" width="362"/>
every time a brand new microservice deployment is required, a part is created using this template. The template will have right here four methods defined:
you will deserve to define here environmental variables for the part. observe these steps to create them:
Create here set of ambiance variables which could be used in the technique execution:
All these variables should be described because the part atmosphere variable.
You’ll also should define here part-particular variables (as shown in determine 6):
element-specific variables are limited to a part and should continue to be identical across environments. To create a component variable:
The pattern process for deploying a regular Liberty software with Slack integration is shown in determine 7. you could see that software artifacts are downloaded, customized server.xml is generated, and the software is pushed to IBM Cloud. The Slack channel is notified of the success or failure of the system. that you may use here steps as a reference, but the deployment steps for each of the microservices may vary in response to your architecture and customization.determine 7. UrbanCode installation element manner IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig7c.png" class="IBM-downsize" alt="UrbanCode Deploy component process" height="692" width="1294"/> Create add-ons
For each microservice, you are going to create a separate part in UrbanCode deploy and during creation, you’ll select the component template that you simply created previous.determine eight. Create element IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig8.png" class="IBM-downsize" alt="Create component" height="283" width="569"/>
each and every element might also default to the component template property values. every so often you could need to override these values at the component degree—for example, if the template has the memory allocation of the software set to 1GB and certainly one of your microservices needs 4GB. if that's the case, that you may override the template price at the UrbanCode install component degree to 4GB.Create an application
once the add-ons are created, you need to create an application that will contain assorted hybrid accessories with different deployment models. To create an software in UrbanCode set up:
when you’ve created the application, delivery adding components as follows:
Now let's create distinct environments in keeping with our venture wants (see figure 11):
this may create a new ambiance.determine 11. Create environments IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig11.png" class="IBM-downsize" alt="Create environments" height="656" width="1007"/>
as soon as an environment is created, you're going to need to associate resources (brokers) based on the environment where the deployment has to be made.
next, you'll add supplies to the environments. in case your software add-ons need to be deployed to numerous servers, then you definately will should configure resource mapping carefully.
Now UrbanCode deploy is aware about the part-to-server mapping for every environment.figure 12. Add components IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig12.png" class="IBM-downsize" alt="Add resources" height="502" width="403"/> Create environment-certain variables
once the ambiance is created and resources had been mapped, that you could birth adding the ambiance variables to the environment as described within the part template. If there are atmosphere variables that aren't part of the part template and may be purchasable by way of all the accessories, then you should definitely define those ambiance variables.
To create the ambiance variable:
The variables will be listed as proven in determine 13.figure 13. Create environment variables IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig13.png" class="IBM-downsize" alt="Create environment variables" height="353" width="521"/> Generate the happen file through environment
A happen file is a template file that incorporates the key identify and the price that will be dynamically populated all over the deployment by using the UrbanCode installation process.
as an instance, the route of the utility may still be different for diverse environments. If the pattern to be adopted is <ENV>-<APPNAME>.mybluemix.web, then the price of the <ENV> should be picked up from the ambiance-specific variable and <APPNAME> may still be picked up from the element-particular name in UrbanCode installation.define the utility process
once you have described an utility and created the ambiance and mapped the components, you deserve to create the utility procedure that defines the order of deployment for diverse components within the software.figure 14. Create an software method IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig14.png" class="IBM-downsize" alt="Create an application process" height="163" width="696"/>
it's a good idea to create a single application method for every component individually—a system that allows you to deploy all the add-ons in one go.integrate UrbanCode installation with Jenkins
Many construction teams use Jenkins for continual integration, however additionally need to coordinate the deployment of builds via environments, in order that they use Jenkins to create those builds after which pass the new builds to UrbanCode deploy for deployment. UrbanCode deploy gives a plug-in for Jenkins that permits Jenkins to invoke UrbanCode install as a post-construct motion from which deployment may also be brought on. (read "Integrating Jenkins and IBM UrbanCode set up" for complete guidelines on activating this plug-in.)
when you set up the plug-in, you are going to see a new put up-construct motion to put up artifacts to UrbanCode installation. opt for this step and configure the values as proven in determine 15:determine 15. Jenkins publish-build step to create version quantity IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig15.png" class="IBM-downsize" alt="Jenkins post-build step to create version number" height="752" width="872"/>
supply the element name and the version quantity. This step will reproduction the artifacts supplied in the container Base Artifact directory to UrbanCode set up and edition it with the quantity offered in edition container.
in case you need to set up this version of the artifact, then add in here details:figure sixteen. Jenkins post-construct step to installation IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig16.png" class="IBM-downsize" alt="Jenkins post-build step to deploy" height="413" width="499"/>
give the UrbanCode installation software name created in the outdated step. supply the ambiance and application process information from previous sections to set up to the corresponding ambiance.install microservices
Most construction tasks observe the “build as soon as, deploy many” strategy and this instance isn't any exception.
After a successful Jenkins job execution, the deployable edition of the microservice might be stored in UrbanCode deploy. you can use the identical edition of the artifact and deploy it to a more robust ambiance (reminiscent of pre-creation and production) after checking out it efficiently in lower environments (dev and verify environments). To do that, opt for the application in UrbanCode deploy and click play (the arrow button next to the ambiance).figure 17. Redeploy an application IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig17.png" class="IBM-downsize" alt="Redeploy an application" height="200" width="337"/>
next, select the software process that you simply need to use from the drop-down menu. in case you deserve to set up varied microservices in one go, then which you can create snapshots in UrbanCode set up that comprise the validated versions of the microservice and deploy them all at once.figure 18. deploy distinct microservices IBM.com/developerworks/cloud/library/cl-urbancode-deploy-microservices-cloud/fig18.png" class="IBM-downsize" alt="Deploy multiple microservices" height="311" width="617"/> Conclusion
in this tutorial, you’ve realized how to create an UrbanCode installation element template and application and how so as to add components. you've got additionally discovered a way to integrate Jenkins with UrbanCode installation and set off multiple microservice deployments from Jenkins and UrbanCode deploy. For directions on activating this UrbanCode deploy/Jenkins plug-in, see "Integrating Jenkins and IBM UrbanCode deploy."Downloadable elements linked themes
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In a world of accelerating technological advances and continuous disruption, corporations across industries are embracing promising technologies like cognitive computing to keep their leadership and competitive skills. according to a recent IBM analyze together with insights from 6000 senior executives, seventy three% of world CEOs say cognitive computing will play a crucial role in the future of their organizations and 50% of international CEOs surveyed talked about they plan to undertake cognitive computing by way of 2019.Key Cognitive Patterns and Initiatives for organizations
Working closely with agencies embracing and adopting cognitive applied sciences, we’ve recognized a couple of cognitive patterns pursued by means of most businesses throughout industries. Some of those cognitive initiatives encompass:
Some of those patterns, namely conversational brokers, knowledgeable advisors, and purchaser advisors involve the building of a question answer answer with the leading difference being the area potential, the type of questions requested, and the sort of anticipated solutions. To more desirable take into account the difference between these patterns and the corresponding query/reply options, believe the situation of setting up an assistant for answering questions about a undeniable ailment. For the buyer advisors pattern, the end-person persona is that of a affected person and as such, most of the questions asked would fall within the frequently requested Questions (FAQ) class. nevertheless, the skilled advisors pattern addresses the persona of the doctor or scientific skilled and as such, most of the questions requested would be extra designated and require a search capacity throughout a big corpus of information.
within the relaxation of this blog, we present a strategy for constructing such query/reply solutions leveraging Watson dialog carrier (WCS) and Watson Discovery service (WDS). As illustrated in determine 1, Watson conversation provider (WCS) is a cognitive provider offered on the IBM Cloud to serve at the middle of consumer engagement by using leveraging the following add-ons:
Watson Discovery service (WDS), another cognitive carrier provided on the IBM Cloud, is an built-in, automated set of APIs that permit builders to extract insights from big quantities of structured and unstructured facts. As proven in figure 2, WDS ingests, enriches, and indexes massive quantities of records from a lot of sources and offers a magnificent question language as well as a natural language question means to come contextualized, ranked answers at scale.IBM.com/dwblog/wp-content/uploads/sites/73/Discovery_overview-850x368.png" alt="Figure 2: Watson Discovery Service enables developers to extract insights from large amounts of data" width="640" height="277" srcset="https://developer.IBM.com/dwblog/wp-content/uploads/sites/73/Discovery_overview-850x368.png 850w, https://developer.IBM.com/dwblog/wp-content/uploads/sites/73/Discovery_overview-450x195.png 450w, https://developer.IBM.com/dwblog/wp-content/uploads/sites/73/Discovery_overview-768x333.png 768w, https://developer.IBM.com/dwblog/wp-content/uploads/sites/73/Discovery_overview.png 1422w" sizes="(max-width: 640px) 100vw, 640px"/> determine 2: Watson Discovery service enables developers to extract insights from big amounts of facts
We present this technique with a focus on Watson dialog provider (WCS) and Watson Discovery provider (WDS). despite the fact, the methodology applies when the use of other features that permit chatbot performance comparable to Amazon LEX, Microsoft LUIS and Bot framework, and Google API.ai and business search ability reminiscent of Microsoft QnA, Microsoft Azure Search API and Google Search API.Methodology for developing query reply solutions
depending on your application, Watson dialog or Watson Discovery can be more advantageous suited to your needs and in a couple of situations, we find that a mixture of WCS and WDS is needed to tackle a wide array of questions within the scope of the application. figure 3 outlines a counseled methodology for setting up question/reply solutions the usage of WCS and WDS. The methodology includes an iterative manner involving right here steps:
1.) bring together useful end consumer questions. this is an incredibly crucial step as any cognitive device is only as good because the records feeding it. all of the literature on cognitive techniques would suggest “consultant” training facts the place “consultant” means the information used for practicing the system is corresponding to the records anticipated when the equipment is useful in creation. for instance, if the cognitive solution is designed to reply questions a few medical circumstance from sufferers, then you definately don’t wish to instruct that equipment on questions about that medical condition from doctors. Ideally, a database of consultant questions already exists from current chat gadget or name middle facts. If not, then certainly one of the following procedures is advised:
2.) determine and assemble a corpus of files that encompass the skills mandatory to deliver the responses to end-person questions. The content assortment and pre-processing may still yield solutions that are in step with the solution requirements and favored person journey. as an instance, if the answers are to be supplied by means of a predominantly text channel (i.e SMS, twitter, and so on), you might opt for shorter/concise documents. If the solutions may be provided via a richer user interface (i.e. web or native mobile app), the documents might possibly be chosen from somewhat longer documents and could possibly have non-text tips (i.e pictures). observe, that the requirements and choices on content forms will also pressure use of alternative accessories to keep the content material/answers.
3.) Cluster the questions into agencies where identical questions map to equal intent (that means).
four.) Plot the frequency of the identified intents. Our journey suggests you will be aware a style as shown in determine 4 where a large number of questions specific a small variety of intents (<a hundred). These are customarily the FAQ-trend questions (blue historical past) the place users express the equal intent in numerous approaches and ask the question commonly. The remaining questions (green history) are mentioned as the long-tail questions.IBM.com/dwblog/wp-content/uploads/sites/73/QAmethodology-1-450x254.png" alt="Figure 3: Question Answer Solutions leveraging Watson Conversation Service (WCS) and Watson Discovery Service (WDS)" width="450" height="254" srcset="https://developer.IBM.com/dwblog/wp-content/uploads/sites/73/QAmethodology-1-450x254.png 450w, https://developer.IBM.com/dwblog/wp-content/uploads/sites/73/QAmethodology-1-768x433.png 768w, https://developer.IBM.com/dwblog/wp-content/uploads/sites/73/QAmethodology-1-850x480.png 850w" sizes="(max-width: 450px) 100vw, 450px"/> determine three: question reply options leveraging Watson dialog service (WCS) and Watson Discovery service (WDS)
5.) For FAQ-styles questions, Watson conversation service can be informed to provide the responses to such questions with the aid of practicing the intents and extracting the relevant entities. If entities are lacking or the question is ambiguous, then WCS can handle the disambiguation and collection of required advice by way of dialog. train WCS on defined intents and entities and construct the required dialog to compile all the required advice.
6.) For the long-tail questions, a search-based mostly solution corresponding to Watson Discovery carrier is recommended. Setup WDS to crawl, convert, ingest and enrich the corpus of files identified in step 1. Experimenting together with your records is a imperative step to determine the optimal configuration for converting your files into the appropriate layout and enriching the unstructured text with the most vital meta-records equivalent to keyword phrases, entities, sentiment, and categories. as soon as the corpus of documents is ingested into WDS collections, that you can increase the consequences by way of relevancy training, a function in WDS that give extra vital responses to herbal language queries based on a working towards set of queries and associated responses with relevance labels.IBM.com/dwblog/wp-content/uploads/sites/73/short_tail_long_tail-Pic4-450x254.png" alt="Figure 4: Question distribution, blue is short tail (WCS) and green is long tail (WDS)" width="450" height="254" srcset="https://developer.IBM.com/dwblog/wp-content/uploads/sites/73/short_tail_long_tail-Pic4-450x254.png 450w, https://developer.IBM.com/dwblog/wp-content/uploads/sites/73/short_tail_long_tail-Pic4.png 768w" sizes="(max-width: 450px) 100vw, 450px"/> determine four: query distribution, blue is short tail (WCS) and eco-friendly is lengthy tail (WDS)
7.) a crucial phase before moving on to create the composite solution is to examine the WCS and WDS add-ons one after the other. For WCS, you may be trying out the efficiency of the classification mannequin (with metrics like accuracy, consider, precision, etc) and for WDS you could be checking out the relevancy mannequin (with metrics like NDCG). The actual metrics being tested and acceptance standards preferred will range with the aid of the element and the use case. youngsters, the general approach can be as follows:
For more details on evaluating the computing device gaining knowledge of fashions, please consult this blog – train and consider customized computing device getting to know models of Watson Developer Cloud.
eight.) once WCS and WDS are installation and trained, there are varied methods which you could take to integrate them into your question/answer solution.
i.) The application/orchestrator can ship the accurate question to WDS, either as a natural language question or common query.
ii.) The utility/orchestrator can search for an answer without delay that may be referenced within the output. for example, WCS might contain a doc identity and set the trigger flag. The software/orchestrator would then recognize to request that certain document from WDS.
as soon as the solution is install, it's important to perpetually collect new questions from conclusion clients, settling on which questions are not adequately addressed with the aid of the solution, and updating the working towards statistics to improve the system.Conclusion
question answer use situations are one of the most ordinary and most challenging patterns amongst cognitive patterns as they require understanding what the consumer is asking and featuring the most crucial response(s). accumulating true conclusion-use questions and realizing the distribution of the consultant questions are vital steps in guiding the solution because different question types are stronger dealt with with diverse equipment. as an example, Watson conversation provider is the counseled service for coping with FAQ-vogue questions whereas Watson Discovery service is a far better option for dealing with long-tail questions. The orchestration common sense of a question answer answer may also be rather advanced deciding not best between responses from WCS and WDS but fairly extracting suggestions from WCS to stronger e book the cognitive search in WDS.be taught more about Watson dialog and Discovery
November 28, 2017I’d like to thank Jim Tilbury for visitor scripting this blog. Jim is the crew lead of the IBM i removable media building crew in Rochester, Minnesota.
IBM i begun supporting USB flash drives back in 2012, however their use was restrained to store/fix and IFS options (discuss with the weblog IBM i Now supports USB Flash Drives for extra historical past suggestions). Many clients downloaded the IBM fix (PTF) DVD images, copied them to a flash pressure, and then found they could not access the fixes since the entire DVD graphic become “just a file”.
With IBM i 7.2 TR5 and seven.three TR1, IBM added “Optical Containers.” This allowed me to peer the DVD photograph as a separate file device (in a OPTVRT gadget)... that turned into cool, and that i already could do a SAVSYS to a flash and on some machines IPL from it. but I could not create a *CONTAINER extent that became IPL competent.
With the new 7.2 TR7 and seven.three TR3, I now can create a flash pressure with a purpose to IPL the computer, and comprehensive the XPF installation from the identical media without having to do a SAVSYS to create the media myself.
There are a few pages in developerWorks that discuss elements of this characteristic. aspect may also be discovered at installation the use of IBM i photographs downloaded from the Entitled programs assist site. There’s also a old i can blog on the ordinary use of Optical Containers.
Posted November 28, 2017 | Permalink
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C9520-928 Certification Brain Dumps Source : Developing Websites Using IBM Web Content Manager 8.0
Test Code : C9520-928
Test Name : Developing Websites Using IBM Web Content Manager 8.0
Vendor Name : IBM
Q&A : 91 Real Test Questions/Answers
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