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70-761 - Querying Data with Transact-SQL - BrainDump Information

Vendor Name : Microsoft
Exam Code : 70-761
Exam Name : Querying Data with Transact-SQL
Questions and Answers : 59 Q & A
Updated On : April 25, 2018
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As Megan Mackey, a Senior Scientist at Merck, works within the lab, it looks like she may well be conducting an orchestra of lab machine. She’s waving her palms in the air, pointing to invisible things, making push and pull motions along with her fingers, and seemingly calling out commands to nobody. To the untrained eye, it may possibly seem like whatever thing out of a science fiction film.

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via digital transformation with the HoloLens proof of conception, Merck personnel now have the equipment they should optimize their time and operations. With the HoloLens, the way forward for pharmaceutical discovery could be just around the nook.

Watch the video below to be taught extra about Merck’s digital transformation and how they are the usage of the HoloLens to power innovation.

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hook up with Azure HDInsight and run Hive queries the use of records Lake equipment for visible Studio | killexams.com real questions with brain dumps

learn how to use facts Lake equipment for visible Studio (it's also called Azure information Lake and move Analytics equipment) to connect to Hadoop clusters in Azure HDInsight and submit Hive queries. For more advice about the usage of HDInsight, see Introduction to HDInsight and Get began with HDInsight. For more information about connecting to a Storm cluster, see advance C# topologies for Apache Storm on HDInsight the usage of visible Studio.

facts Lake tools for visual Studio can also be used to entry each data Lake Analytics and HDInsight. For the assistance about statistics Lake tools, see Tutorial: strengthen U-SQL scripts using information Lake tools for visible Studio.


To complete this tutorial and use the records Lake tools in visual Studio, you want right here objects:

records Lake tools is installed by way of default for visible Studio 2017. For older visible Studio versions, which you could deploy it using the web Platform Installer. You need to select the one which matches your version of visual Studio. if you do not need visible Studio put in, that you can installation the latest visual Studio neighborhood and Azure SDK the usage of the web Platform Installer:

Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.wpi.png" alt="Data Lake Tools for Visual Studio Web Platform installer." title="Use Web Platform Installer to install Data Lake Tools for Visual Studio" data-linktype="relative-path"/>

To update the tools

  • Open visual Studio.
  • From the equipment menu, click on Extensions and updates.
  • extend Updates, update Azure statistics Lake and movement Analytics tools if there's any.
  • word

    simplest the edition or later helps connecting to Interactive query clusters and running interactive Hive queries.

    hook up with Azure subscriptions

    records Lake tools for visual Studio permits you to connect with your HDInsight clusters, function some basic administration operations, and run Hive queries.

    To connect with your Azure subscription

  • Open visible Studio.
  • From the View menu, click on Server Explorer to open the Server Explorer window.
  • expand Azure, after which expand HDInsight.


    note the HDInsight assignment list window should be open. if you do not see it, click other windows from the View menu, after which click HDInsight project list Window.

  • Enter your Azure subscription credentials, after which click sign up. Authentication is simply required in case you have not ever connected to the Azure subscription from visible Studio on this notebook.
  • In Server Explorer, you see a list of latest HDInsight clusters. if you don't have any clusters, that you may create one through the use of the Azure portal, Azure PowerShell, or the HDInsight SDK. For extra counsel, see Create HDInsight clusters.

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.server.explorer.png" alt="Data Lake Tools for Visual Studio Server Explorer cluster list" title="Data Lake Tools for Visual Studio Server Explorer" data-linktype="relative-path"/>

  • expand an HDInsight cluster. You see Hive Databases, a default storage account, linked storage accounts, and Hadoop provider log. that you may further extend the entities.
  • After you have got related to your Azure subscription, you'll be able to do the following tasks:

    To hook up with the Azure portal from visual Studio

  • From Server Explorer, extend Azure > HDInsight, correct-click an HDInsight cluster, and then click on control Cluster in Azure portal.
  • To ask questions and provide remarks from visual Studio

  • From the equipment menu, click on HDInsight, after which click MSDN forum to ask questions, or click provide comments.
  • Navigate the linked resources

    From Server Explorer, that you could see the default storage account and any linked storage accounts. in case you extend the default storage account, that you could see the containers on the storage account. The default storage account and the default container are marked. that you can additionally correct-click on any of the containers to view the contents.

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.linked.resources.png" alt="Data Lake Tools for Visual Studio server explorer list linked resources" title="list linked resources" data-linktype="relative-path"/>

    After opening a container, that you can use here buttons to add, delete, and download blobs:

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.blob.operations.png" alt="Data Lake Tools for Visual Studio server explorer blob operations" title="upload, delete, and download blobs" data-linktype="relative-path"/>

    Run interactive Hive queries

    Apache Hive is an information warehouse infrastructure constructed on Hadoop for featuring data summarization, queries, and analysis. statistics Lake tools for visible Studio supports working Hive queries from visual Studio. For extra suggestions about Hive, see Use Hive with HDInsight.

    Interactive query leverages Hive on LLAP in Apache Hive 2.1 brings the interactivity to your advanced records warehouse style queries on significant datasets kept. operating Hive queries on Interactive question is an awful lot quicker comparing to the ordinary Hive batch jobs. For more advice about working Hive batch jobs, see Run Hive batch jobs.

    information Lake tools for visible Studio additionally permits users to see what’s inner the Hive job via amassing and surfacing the YARN logs of certain Hive jobs.

    View the hivesampletable

    All HDInsight clusters include a pattern Hive desk referred to as hivesampletable. This Hive desk is used to exhibit the way to list Hive tables, view the table schemas, and list the rows within the Hive table.

    To checklist Hive tables and examine Hive table schema

  • From Server Explorer, extend Azure > HDInsight > the cluster of your choice > Hive Databases > Default > hivesampletable to look the table schema.
  • appropriate-click on hivesampletable, after which click on View excellent one hundred Rows to record the rows. it is equivalent to running the following Hive question the usage of Hive ODBC driver:

    select * FROM hivesampletable restrict 100

    that you may customise the row count number.

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.hive.schema.png" alt="Data Lake Tools: HDInsight Hive Visual Studio schema query" title="Hive query results" data-linktype="relative-path"/>

  • Create Hive tables

    which you could use the GUI to create a Hive table or use Hive queries. For suggestions about the use of Hive queries, see Run Hive queries.

    To create a Hive desk

  • From Server Explorer, expand Azure > HDInsight Clusters an HDInsight cluster > Hive Databases, then correct-click on default, and click on Create table.
  • Configure the table.
  • click Create desk to publish the job to create the brand new Hive table.

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.create.hive.table.png" alt="Data Lake Tools: HDInsight Visual Studio Tools create hive table" title="Create Hive table" data-linktype="relative-path"/>

  • Validate and run Hive queries

    There are two easy methods to create and run Hive queries:

  • Create advert hoc queries
  • Create a Hive application
  • To create, validate, and run advert hoc queries

  • From Server Explorer, expand Azure, after which expand HDInsight Clusters.
  • right-click on the cluster where you are looking to run the question, after which click Write a Hive query.
  • Enter the Hive queries. note the Hive editor helps IntelliSense. data Lake tools for visual Studio helps loading the faraway metadata if you happen to are modifying your Hive script. as an instance, should you type "select * FROM", the IntelliSense lists all of the counseled table names. When a table name is unique, the column names are listed by way of the IntelliSense. The equipment guide just about all Hive DML statements, subqueries, and the constructed-in UDFs.

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.intellisense.table.names.png" alt="Data Lake Tools: HDInsight Visual Studio Tools IntelliSense" title="U-SQL IntelliSense" data-linktype="relative-path"/>

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.intellisense.column.names.png" alt="Data Lake Tools: HDInsight Visual Studio Tools IntelliSense" title="U-SQL IntelliSense" data-linktype="relative-path"/>


    handiest the metadata of the cluster that is selected in HDInsight Toolbar is advised.

  • (not obligatory) click Validate Script to examine the script syntax error.

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.validate.hive.script.png" alt="Data Lake Tools: Data Lake Tools for Visual Studio local validation" title="Validate script" data-linktype="relative-path"/>

  • click submit or submit (advanced). With the superior publish choice, you configure Job name, Arguments, further Configurations, and status listing for the script:

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.submit.jobs.advanced.png" alt="HDInsight Hadoop hive query" title="Submit queries" data-linktype="relative-path"/>

    After you submit the job, you see a Hive Job summary window.

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.run.hive.job.summary.png" alt="Summary of an HDInsight Hadoop Hive query" title="Hive job summary" data-linktype="relative-path"/>

  • Use the Refresh button to replace the fame except the job status alterations to accomplished.
  • click on the links at the bottom to peer: Job question, Job Output, Job log, or Yarn log.
  • To create and run a Hive solution

  • From the FILE menu, click on New, and then click on venture.
  • choose HDInsight from the left pane, choose Hive software within the center pane, enter the houses, and then click good enough.

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.new.hive.project.png" alt="Data Lake Tools: HDInsight Visual Studio Tools new hive project" title="Create Hive applications from Visual Studio" data-linktype="relative-path"/>

  • From solution Explorer, double-click Script.hql to open it.
  • To validate the Hive script, that you can click the Validate Script button, or right-click on the script within the Hive editor, after which click on Validate Script from the context menu.
  • View Hive jobs

    which you can view job queries, job output, job logs, and Yarn logs for Hive jobs. For extra counsel, see the outdated screenshot.

    the most contemporary free up of the tools means that you can see what’s inner your Hive jobs by collecting and surfacing YARN logs. A YARN log can support you investigating efficiency considerations. For more information about how HDInsight collects YARN logs, see entry HDInsight application Logs Programmatically.

    To view Hive jobs

  • From Server Explorer, expand Azure, after which extend HDInsight.
  • correct-click an HDInsight cluster, and then click on View Jobs. You see an inventory of the Hive jobs that ran on the cluster.
  • click on a job in the job record to select it, and then use the Hive Job abstract window to open Job query, Job Output, Job Log, or Yarn log.

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.view.hive.jobs.png" alt="Data Lake Tools: HDInsight Visual Studio Tools view Hive jobs" title="View Hive jobs" data-linktype="relative-path"/>

  • sooner route Hive execution by means of HiveServer2


    This characteristic only works on HDInsight cluster edition three.2 and more moderen.

    The information Lake equipment used to put up Hive jobs by the use of WebHCat (often known as Templeton). It took a long time to come job details and blunder tips. with a view to resolve this efficiency subject, the information Lake tools executes Hive jobs without delay in the cluster via HiveServer2, in order that it bypasses RDP/SSH. apart from more desirable performance, users can additionally view Hive on Tez graphs, and the assignment details.

    For HDInsight cluster edition three.2 or later, that you could see an Execute by means of HiveServer2 button:

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.execute.via.hiveserver2.png" alt="Data Lake visual studio Tools execute via hiveserver2" title="Execute Hive queries using HiveServer2" data-linktype="relative-path"/>

    and you'll see the logs streamed back in true time and notice the job graphs if the Hive query is finished in Tez.

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.fast.path.hive.execution.png" alt="Data Lake visual studio Tools fast path hive execution" title="View job graphs" data-linktype="relative-path"/>

    difference between executing queries by way of HiveServer2 and Submitting Queries by the use of WebHCat

    even if executing queries by the use of HiveServer2 has many efficiency merits, it has a few barriers. one of the boundaries aren't appropriate for production utilization. here table suggests the ameliorations:

    Executing by way of HiveServer2 Submitting via WebHCat Execute queries Eliminates the overhead in WebHCat (which launches a MapReduce Job named “TempletonControllerJob”). as long as a question is done by the use of WebHCat, WebHCat launches a MapReduce job, which introduces additional latency. stream logs lower back In near real time. The job execution logs can be found simplest when the job is accomplished. View job background If a question is carried out by means of HiveServer2, its job heritage (job log, job output) is not preserved. The software can also be considered in YARN UI with restrained guidance. If a question is executed by the use of WebHCat, its job background (job log, job output) is preserved and might be seen the use of visual Studio/HDInsight SDK/PowerShell. close window Executing by way of HiveServer2 is a “synchronous” manner so you must hold the windows open; if the home windows are closed then the question execution is canceled. Submitting by the use of WebHCat is a “asynchronous” manner so that you can put up the query via WebHCat and shut visible Studio. that you could come back and notice the outcomes at any time. Tez Hive job efficiency graph

    The information Lake tools help displaying efficiency graphs for the Hive jobs ran with the aid of the Tez execution engine. For guidance on enabling Tez, see use Hive in HDInsight. After you post a Hive job in visual Studio, visible Studio indicates you the graph when the job is achieved. You might need to click the Refresh button to get the latest job reputation.


    This characteristic is only accessible for HDInsight cluster version above three.2.four.593, and may most effective work for completed jobs (if you submitted your job through WebHCat; this graph shows if you execute your query via HiveServer2).

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.hive.tez.performance.graph.png" alt="hadoop hive tez performance graph" title="Job status" data-linktype="relative-path"/>

    To support you take note your Hive query improved, the equipment add the Hive Operator view in this unlock. You simply need to double-click on on the vertices of the job graph and you can see the entire operators internal the vertex. that you may also hover on a specific operator to view more particulars of this operator.

    project execution view for Hive on Tez jobs

    The task execution view for Hive on Tez jobs can be used to get structured & visualized assistance for Hive jobs, and get greater job particulars. When there are performance issues, that you may use the view to get extra details. for example, how each project operates and the specified assistance about each assignment (facts study/write, schedule/start/end time, and so forth.), so for you to tune job configurations or equipment structure according to the visualized suggestions.

    Microsoft.com/en-us/azure/hdinsight/hadoop/media/apache-hadoop-visual-studio-tools-get-started/hdinsight.visual.studio.tools.task.execution.view.png" alt="Data Lake Visual Studio Tools task execution view" title="Task execution view" data-linktype="relative-path"/>

    Run Hive batch jobs

    Apache Hive is an information warehouse infrastructure constructed on Hadoop for proposing facts summarization, queries, and analysis. information Lake tools for visible Studio supports working Hive queries from visible Studio. For more tips about Hive, see Use Hive with HDInsight.

    it is time consuming to examine Hive script in opposition t a HDInsight cluster, aside from the Interactive question cluster. It might take a couple of minutes or greater. records Lake tools for visible Studio is capable of validating Hive script in the community devoid of connecting to a are living cluster. For extra suggestions about working interactive queries, see Run interactive Hive queries.

    information Lake tools for visible Studio additionally enables users to look what’s inside the Hive job by collecting and surfacing the YARN logs of definite Hive jobs.

    To be taught greater about how to run Hive batch jobs, see the Run interactive Hive queries part. The advice in that area applies to running Hive Batch jobs with longer time.

    Run Pig scripts

    records Lake equipment for visual Studio supports growing and post Pig scripts to HDInsight clusters. clients can create a Pig project from template, and then publish the script to HDInsight clusters.

    Feedbacks & ordinary concerns
  • at present HiveServer2 consequences are displayed in pure text vogue, which is not ideal. Microsoft is working on fixing that.
  • If the results are started with NULL values, presently the effects are not shown. we have fastened this situation and if you're blocked on this problem, contact the assist crew.
  • The HQL script created by way of visual Studio is encoded depending on user’s native area setting. it could actually now not execute correctly if user uploads the script to cluster as binary.
  • next steps

    in this article, you learned a way to hook up with HDInsight clusters from visible Studio, the use of the data Lake (HDInsight) equipment kit, and the way to run a Hive question. For extra tips, see:

    Microsoft Previews move Platform tool for Working with SQL Server | killexams.com real questions with brain dumps

    Microsoft has launched a preview version of SQL Operations Studio, their new go platform database building device.

    the brand new device was forked from Microsoft's successful cross platform code editor, visual Studio Code, allowing it to run on windows, MacOS, and Linux. on the grounds that SQL Server 2017 runs on both Linux and Docker; this type of device become necessary to make constructing on those platforms simpler. whereas there is a SQL extension for VS Code (vscode-mssql), Microsoft's SQL Server management Studio handiest runs on home windows, so constructing for SQL Server on non-home windows environments turned into awkward.

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    currently, SQL Operations Studio best supports SQL Server, Azure SQL, and Azure SQL information Warehouse. Microsoft doesn't have any existing plans to add JDBC support, however the product is extensible and could help different database systems.

    probably the most critical points SqlOps provides consist of a T-SQL editor with autosuggestions and blunder checking, a strong query outcomes viewer that can export to CSV and Excel (together with graphical query plan viewing), and the capability to manually insert/edit/delete rows at once on the table. An integrated object explorer lets developers flick thru a SQL Server and think about tables, views, stored tactics and extra.

    From an ops viewpoint, DMO question outcomes can also be seen as a chart correct inside the environment and introduced to a custom dashboard, even though this procedure is at present a little bit fussy.

    different go-platform database equipment exist, reminiscent of Dbeaver and JetBrains DataGrip. These support more than simply Microsoft databases, but neither option is a silver bullet. DataGrip isn't free, and Dbeaver requires Java. however for builders that only work with Microsoft's database engine, this new device is an evident option.

    each SqlOps and the mssql VS Code extension use the brand new SQL tools API service under the hood, which in flip makes use of a subset of the SQL management APIs that were ported to .internet Core (so that they might run on non-windows). This carrier is a VS Code Language Server, that gives the hooks vital for VS Code to deliver points similar to language validation and mistake detection.

    SQL Operations Studio is purchasable on GitHub. this is only a public preview and the device has an extended method to go. Many suggestions had been registered on the GitHub repository, so the group will no doubt have a lot of work over the arriving years. For now, you may additionally no longer be in a position to put away SSMS for decent, however for occasional and straightforward use, SQL Operations Studio can also healthy the invoice.

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    Garth Schulte’s new path suggests you how to control facts, query data, and program databases with Transact-SQL.

    EUGENE, Ore. (PRWEB) November 21, 2017

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    Microsoft's 70-761 exam is the first of two exams that need to be handed to receive the MCSA: SQL 2016 Database development certification, which qualifies newcomers to turn into a database administrator.

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