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Microsoft 70-762 : Developing SQL Databases Exam

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Exam Number : 70-762
Exam Name : Developing SQL Databases
Vendor Name : Microsoft
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70-762 test Format | 70-762 Course Contents | 70-762 Course Outline | 70-762 test Syllabus | 70-762 test Objectives

Exam Title : Microsoft Certified Solutions Associate (MCSA) - SQL 2016 Database Development
Exam ID : 70-762
Exam Duration : 120 mins
Questions in test : 40-60
Passing Score : 700 / 1000
Official Training : 20762: Developing SQL Databases (four days)
Exam Center : Pearson VUE
Real Questions : Microsoft Developing SQL Databases Real Questions
VCE practice questions : Microsoft 70-762 Certification VCE Practice Test

Design and implement database objects (25–30%)
Design and implement a relational database schema
Design tables and schemas based on business requirements, Improve the design of tables by using normalization, write table create statements, determine the most efficient data types to use
Design and implement indexes
Design new indexes based on provided tables, queries, or plans; distinguish between indexed columns and included columns; implement clustered index columns by using best practices; recommend new indexes based on query plans
Design and implement views
Design a view structure to select data based on user or business requirements, identify the steps necessary to design an updateable view, implement partitioned views, implement indexed views
Implement columnstore indexes
Determine use cases that support the use of columnstore indexes, identify proper usage of clustered and non-clustered columnstore indexes, design standard non-clustered indexes in conjunction with clustered columnstore indexes, implement columnstore index maintenance

Implement programmability objects (20–25%)
Ensure data integrity with constraints
Define table and foreign key constraints to enforce business rules, write Transact-SQL statements to add constraints to tables, identify results of Data Manipulation Language (DML) statements given existing tables and constraints, identify proper usage of PRIMARY KEY constraints
Create stored procedures
Design stored procedure components and structure based on business requirements, implement input and output parameters, implement table-valued parameters, implement return codes, streamline existing stored procedure logic, implement error handling and transaction control logic within stored procedures
Create triggers and user-defined functions
Design trigger logic based on business requirements; determine when to use Data Manipulation Language (DML) triggers, Data Definition Language (DDL) triggers, or logon triggers; recognize results based on execution of AFTER or INSTEAD OF triggers; design scalar-valued and table-valued user-defined functions based on business requirements; identify differences between deterministic and non-deterministic functions

Manage database concurrency (25–30%)
Implement transactions
Identify DML statement results based on transaction behavior, recognize differences between and identify usage of explicit and implicit transactions, implement savepoints within transactions, determine the role of transactions in high-concurrency databases
Manage isolation levels
Identify differences between Read Uncommitted, Read Committed, Repeatable Read, Serializable, and Snapshot isolation levels; define results of concurrent queries based on isolation level; identify the resource and performance impact of given isolation levels
Optimize concurrency and locking behavior
Troubleshoot locking issues, identify lock escalation behaviors, capture and analyze deadlock graphs, identify ways to remediate deadlocks
Implement memory-optimized tables and native stored procedures
Define use cases for memory-optimized tables versus traditional disk-based tables, optimize performance of in-memory tables by changing durability settings, determine best case usage scenarios for natively compiled stored procedures, enable collection of execution statistics for natively compiled stored procedures

Optimize database objects and SQL infrastructure (20–25%)
Optimize statistics and indexes
Determine the accuracy of statistics and the associated impact to query plans and performance, design statistics maintenance tasks, use dynamic management objects to review current index usage and identify missing indexes, consolidate overlapping indexes
Analyze and troubleshoot query plans
Capture query plans using extended events and traces, identify poorly performing query plan operators, create efficient query plans using Query Store, compare estimated and real query plans and related metadata, configure Azure SQL Database Performance Insight
Manage performance for database instances
Manage database workload in SQL Server; design and implement Elastic Scale for Azure SQL Database; select an appropriate service tier or edition; optimize database file and tempdb configuration; optimize memory configuration; monitor and diagnose scheduling and wait statistics using dynamic management objects; troubleshoot and analyze storage, IO, and cache issues; monitor Azure SQL Database query plans
Monitor and trace SQL Server baseline performance metrics
Monitor operating system and SQL Server performance metrics; compare baseline metrics to observed metrics while troubleshooting performance issues; identify differences between performance monitoring and logging tools, such as perfmon and dynamic management objects; monitor Azure SQL Database performance; determine best practice use cases for extended events; distinguish between Extended Events targets; compare the impact of Extended Events and SQL Trace; define differences between Extended Events Packages, Targets, Actions, and Sessions

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Microsoft SQL techniques

DIY Database Clones | 70-762 dump questions and Practice Questions

Database DevOps innovations require an easy approach to provision many copies of a database, even a large database, for construction work and particularly for checking out work. Ideally, these databases should be disposable and straightforward to create; developers should still be capable of spin up a duplicate of a specific version of a database, complete with statistics, each time they want it.

If this requirement sounds established, it be as a result of Redgate has already developed a solution with a purpose to make this database provisioning burden simpler: SQL Clone! This device makes use of 'shadow copy' (photo seize) and disk virtualization services which are developed into any 64-bit home windows (7 and better) operating gadget to permit teams to create copies, or clones, of even a extremely large database, very directly and with minimal native diskspace requirements.

Redgate have always been open about this truth; it is reassuring for any one who's on account that the use of SQL Clone that it requires no specialised trickery that might possibly be reliant on specific models of SQL Server or home windows. all and sundry has access to these services. Of course, in conception, this means any one might use them to build the fundamentals of a database cloning carrier that might aid them familiarize yourself with the know-how and take into account the way it will also be utilized in copying tremendous databases.

This become the problem I set myself for this text: to build a fundamental proof-of-theory gadget that may provide a crew some preliminary journey in working with the clone expertise and the advantages it may bring to their Database DevOps tactics.

The can charge of DIY Clone

As a brief solution to familiarize a DevOps team with the know-how of database clones, my answer is free. youngsters, it will require time and knowledge to construct it into a strong and automatic solution that the team can rely on all the way through construction and checking out, and it will have colossal ongoing construction, support and protection expenses. It additionally makes use of one component (hobocopy) that, while it really works satisfactory in my testing, is no longer formally supported by means of the creator.

when you are a building manager memorizing this article, the 'hidden expenses' of this DIY solution may set some alarm bells ringing. Your development and Ops teams are likely to spend quite a lot of their time building, checking, checking out and retaining it, writing the PowerShell to automate it into a self-service database provisioning equipment, as well as building a centralized manner of managing and monitoring clone deployments, all of which is built into SQL Clone, when you've paid the entry fee.

The charge of SQL Clone

The Redgate SQL Clone product is charged per terabyte, beginning round €8K for the first three TB, per year. Redgate has additionally currently brought Redgate set up that includes SQL Clone capabilities with an unlimited cap on supply facts. it is, in its place, a subscription-primarily based solution per user.

All that observed, when you are a one-man-group and tremendous-knowledgeable in PowerShell, home windows and on a decent price range; the DIY SQL Clone may well be the answer. It might also be useful for DIY cloning of alternative windows-primarily based database systems with big facts sizes, as a minimum if the technical expertise exists within the group to make it happen after which keep it. This might include databases like MongoDB or PostgreSQL that SQL Clone would not (currently) assist. although, for any business-scale trends, it might doubtless grow to be taking longer to deliver, and price more, because of the development resources and supervision it requires, and the deserve to rely on long-term expert competencies to maintain it.

Emulating SQL Clone

SQL Clone creates one point-in-time photo of the customary database, and from this photo it will probably create many clones, accurate replicas with the same facts, very directly. every clone has shared entry to the records in the image, which is examine-simplest, and any adjustments made to a clone are kept locally. This potential that even databases which are hundreds of GB in measurement will also be copied very directly, because each clone requires most effective tens of MB of local disk area.

I won't clarify all the particulars of how SQL Clone achieves this, as it is explained neatly satisfactory in the documentation. however, i'll draw both primary degrees involved in database cloning because these are the ones they should mimic, as intently as possible, in their DIY Clone carrier.

the first step is to create the photo, the mother or father VHD (digital hard Disk), which is a degree-in-time, "virtualized" replica of the supply database info.

figure 1. Create an image of your SQL Server database

The second step is to create clones from the graphic. For each clone, SQL Clone creates another VHD, called a differencing VHD (or Diff file), with a connection again to the dad or mum (graphic) VHD.

figure 2. Create clones from the picture

As i discussed prior, SQL Clone does all this using two Microsoft capabilities and strategies that are built into windows – the quantity Shadow copy service for copying 'live' database files, and the windows Disk management provider, for developing and mounting digital tough disk (VHDx) info, to create the photographs and clones.

constructing DIY SQL Clone

What they goal to do with their DIY Clone is to make use of these identical functions to obtain whatever thing similar. Their DIY clone provider will reproduction the SQL Server records info from a live database after which mount them on a native SQL Server instance. as a substitute of simply putting these info in a listing, it puts them in a father or mother VHD (the graphic) and from that creates a differencing disk that represents the facts for a database. They mount the one or greater differencing disks on the local SQL Server to host the clone(s).

Create an image of your SQL Server database

The Microsoft quantity Shadow reproduction carrier (VSS) lets you back up utility statistics devoid of taking the software offline. These backups are referred to as shadow copies. common examples of making so-known as shadow copies are windows system restore and home windows backup utility (like Veaam).

determine three: Architectural diagram of quantity Shadow replica service (copyright Microsoft)

VSS Requestor

if you are trying to replica files in home windows Explorer or in PowerShell, it's going to deliver an error. simplest a VSS Requestor can copy MDF files.

figure 4: info in use error when copying a MDF file

To make a replica of open information a VSS enabled Requestor should be used or written.

The Requestor can also be any application that has the VSS API carried out. The VSS API is a set of COM and C++ APIs that third birthday celebration builders can use to Improve applications to create and control shadow copies. in case you don't seem to be so knowledgeable with C++ there is additionally an open-source .internet library referred to as AlphaVSS. To reveal a secret, that’s not most effective what Redgate is the usage of, Redgate is additionally contributing to the task.

For the proof-of-conception they aren't programming in C++ or .net, however they retain it primary and use a CLI tool, created through Craig Andera, named Hobocopy. here is now not a typo for robocopy. it is a tool inspired via both the name and performance. The huge difference is that hobocopy makes use of VSS to picture the disk before copying. and that is precisely what they desire.

VSS Writers

one other important a part of VSS are the Writers. The SQL VSS author does the magic for SQL Server related copies. This part guarantees that the MDF / LDF information, even if they are in use, can also be copied if a Requestor, in their case Hobocopy, asks for it.

determine 5: The function of the SQL author in a VSS picture backup operation (copyright Microsoft)

The SQL VSS creator does this by way of making a backup, with photo, in the background when the Requestor tries to replica the folder with MDF / LDF info. For the shadow copy, not the open MDF / LDF file is obtainable, but a picture of it.

Create a "photo" of the database data the use of Hobocopy

when you have your SQL Server statistics kept in F:\SQL\data and want to replica the online database information to C:\Backup that you can use this command:

hobocopy "F:\SQL\facts\" "C:\Backup\"

This code appears disarmingly primary but what happens 'behind the scenes' is somewhat extra complicated, and is explained in the sequence diagram of the VSS picture workflow on the Microsoft SQL VSS writer documentation web page. beneath i attempted to simplify the VSS Workflow, the usage of Hobocopy because the Requestor.

figure 6: Simplified VSS Workflow for the hobocopy example

virtual tough Disks

We should not copying the data files to a native disk however to a digital challenging Disk (VHD), which is only a file that acts like a disk.

To be sure that the VHD will always popup in the identical place (force letter), no rely what other drives are related (similar to removable USB), they should mount the VHD as a NTFS folder. This home windows Disk management characteristic can mount any partition as a folder, additionally real drives.

For their DIY SQL Clone, they might not be using the windows Disk management GUI however the PowerShell Storage Cmdlets¸ developed into windows. For growing VHDx disks, they also need the assist of a collection PowerShell Cmdlets which are a part of the Hyper-V module. This module is purchasable for home windows via Add a function or will also be put in and activated with PowerShell. Please see Nicolas Prigent's article for more suggestions on activating the Hyper-V windows characteristic with PowerShell.

Create a dad or mum VHD (the records photograph)

In right here illustration, they want to create a dynamically growing to be VHD that can be hooked up to the folder, C:\mnt\dad or mum\.

# declare variables $ParentVhdPath = "C:\vhd\parent.vhdx" # area of base VHD $ParentVhdSize = 2048GB # optimum dimension of a VHD, measurement is dynamically expanding $ParentVhdMountPath = "C:\mnt\dad or mum\" # NTFS folder mount element # Create folder New-item -ItemType listing -route $ParentVhdMountPath # Create the mother or father VHD, Mount + structure it New-VHD -route $ParentVhdPath -Dynamic -SizeBytes $ParentVhdSize | Mount-VHD -Passthru | Initialize-Disk -Passthru | New-Partition -UseMaximumSize | format-quantity -FileSystem NTFS -ascertain:$false -drive # Mount the partition as a NTFS folder Get-DiskImage -ImagePath $ParentVhdPath | Get-Disk | Get-Partition | where-Object -FilterScript $_.classification -Eq "basic" | Add-PartitionAccessPath -AccessPath $ParentVhdMountPath

listing 1: Create a VHD and mount it to a folder

here is the effect:

figure 7: outcome of the VHD advent and folder mounting

Now they are able to use hobocopy to replica all info which are within the folder F:\SQL\facts to C:\mnt\parent\, the folder installed VHD they have just created.

# declare variables $SQLDataPath = "F:\SQL\information\" # location of the MDF / LDF info # copy by the use of VSS the SQL facts to the VHD (NTFS Mount) hobocopy $SQLDataPath $ParentVhdMountPath

list 2: copy files with hobocopy to the VHD

determine 8: Terminal output of the hobocopy command

Create the clone from the graphic

With hobocopy as VSS requestor and the mum or dad VHD, they emulated the primary stage of database cloning, it's now time to mimic the rest.

Differencing VHDs

The records photo is created as a dad or mum VHD, nevertheless it does not stop there. With VHDs on windows they are able to use a method to make father or mother and Differencing disks.

These differencing disks (also called child disks) are considered by means of windows as copy of the original VHD but with a fraction of the size. To be more specific the Differencing VHD simplest includes the modifications from the mum or dad VHD, and the VHDs together are considered by means of windows Disk management as just one disk.

The mum or dad VHD have to be set to examine-best when used in a differencing use case. This skill that any database clones made from the dad or mum VHD all see the equal 'immutable' records in the parent photograph, plus local changes (stored within the differencing disk). This makes a clone very quick and straightforward to reset again to its normal state.

Storing all their SQL Server records on a mother or father disk and creating a differencing disk from it sounds slightly SQL Clonish, does not it? Spot on, here's exactly what SQL Clone does.

Create a differencing disk

it's now time to create the clone, which is a toddler VHD or in other words, a differencing disk for the guardian VHD, which contains all of the SQL facts.

before they create the infant VHD, they first dismount the father or mother VHD and make it study only. They then create the brand new VHD and mount it to the folder, C:\mnt\clone<copy>\. The reproduction part will also be used to make a couple of clone reproduction, with the identical script.

After developing and mounting the child VHD, they make certain that the disk will come on-line in home windows Disk administration. This extra step is needed to make certain that home windows changes the GUID of the drive. repeatedly creating newborn VHDs motives duplicate GUIDs.

# declare variables $reproduction = 1 $ChildVhdPath = "C:\vhd\clone$reproduction.vhdx" # place of baby VHD $ChildVhdMountPath = "C:\mnt\clone$copy\" # NTFS folder mount element If (look at various-course $ParentVhdMountPath) # Dismount and remove NTFS folder mount DisMount-VHD -direction $ParentVhdPath # Make the parent VHD study most effective Set-ItemProperty -course $ParentVhdPath -name IsReadOnly -value $proper # get rid of the NTFS folder (mount) remove-item $ParentVhdMountPath -force # Create the differencing disk (infant VHD) New-VHD -ParentPath $ParentVhdPath -path $ChildVhdPath -Differencing # Create folder for the mount New-item -ItemType listing -path $ChildVhdMountPath # Mount infant VHD Mount-Vhd $childvhdpath # force the disk to go browsing, to resolve the duplicated GUID Get-DiskImage -ImagePath $ChildVhdPath| Get-Disk | Set-disk -IsOffline $False # Mount the partition as a NTFS folder Get-DiskImage -ImagePath $ChildVhdPath| Get-Disk | Get-Partition | where-Object -FilterScript $_.classification -Eq "primary" | Add-PartitionAccessPath -AccessPath $ChildVhdMountPath

list three: Create a differencing VHD and mount it to a folder

figure 9: Terminal output when making a differencing VHD and mounting it to a folder

Mount the database

At this element we've created a clone of the long-established VHD, the only factor left to do is connect the SQL statistics data as a SQL 'clone' database.

The script may also be used for each attaching and detaching the database. It also includes @copy for a couple of clone copy, with the identical script.

DECLARE @replica as int = 1 DECLARE @CloneDBName as VARCHAR(20) = CONCAT('Cloned-db', @reproduction) DECLARE @CloneMdfLocation as VARCHAR(a hundred) = CONCAT('C:\mnt\clone', @replica, '\WhiskyTrace.mdf') DECLARE @CloneLdfLocation as VARCHAR(a hundred) = CONCAT('C:\mnt\clone', @copy, '\WhiskyTrace_log.ldf') IF (EXISTS ( select identify FROM grasp.dbo.sysdatabases the place ( '[' + name + ']' = @CloneDBName OR name = @CloneDBName ) ) ) begin EXEC master.dbo.sp_detach_db @dbname = @CloneDBName PRINT 'DB indifferent' end ELSE start EXEC sp_attach_db @dbname = @CloneDBName, @filename1 = @CloneMdfLocation, @filename2 = @CloneLdfLocation PRINT 'DB connected' end

record 4: attach or detach the cloned database

determine 10: SQL Server administration Studio with database clone (Cloned-db1)

cleansing up and other options

There are a number of other ingredients to this manner, such as disposing of a clone, making distinctive clones, and altering the location for storage.

remove the clone

After detaching the cloned database(s) they need to tidy up and remove the child VHD and folder mount.

# declare variables $replica = 1 # place of baby VHD $ChildVhdPath = "C:\vhd\clone$reproduction.vhdx" # NTFS folder mount factor $ChildVhdMountPath = "C:\mnt\clone$copy\" # Dismount and remove NTFS folder mount If (check-course $ChildVhdMountPath) DisMount-VHD -course $ChildVhdPath eradicate-item $ChildVhdMountPath -force eradicate-item $ChildVhdPath -drive

record 5: Dismount infant VHD and remove NTFS folder mount

From this aspect on they can delivery once more with list three, to create one or extra clones.

Cloning a couple of database

The scripts offered within the listings are used with one database to show the idea. they can effortlessly be used to clone several databases, if the statistics info stay in the equal folder.

VSS will instantly snapshots the entire info within the supply folder. this fashion the parent and baby VHD will include all the database data. The handiest aspect to adjust is the connect / detach TSQL script. this way you may clone an entire example of a database server.

Storing the picture on a community share

during this proof of conception, the mum or dad VHD (the graphic) changed into copied to the native disk. If the parent VHD is copied to a windows network share, extra clients can make use of the DIY SQL Clone.

The clones will also be used if the windows network share is obtainable.  this is exactly how Redgate SQL Clone works and the identical obstacles practice right here.


So, as they will see, the know-how at the back of SQL Clone is no secret and you'll certainly analyze developing an answer yourself which might also seem to be very appealing within the brief time period, certainly in terms of expenses, however working like this creates greater considerations down the road, as the following table evaluating Redgate SQL Clone to their DIY SQL Clone:

Redgate SQL Clone has had a full development team engaged on it from 2016, and because the launch in 2017 the product has been efficiently carried out in lots of of client environments. The comments Redgate got from their consumers is in accordance with many construction eventualities in dissimilar environment configurations and has resulted in a sturdy and performant product some distance exceeding the capabilities of their DIY version.

Redgate will invariably fix bugs and make advancements, offers a prosperous PowerShell library, an extension for Azure DevOps and TFS and a couple of integrations with Redgate SQL alternate Automation and Redgate statistics Masker. All entirely supported by the Redgate engineering group.

and that's precisely where the shoe pinches. The DIY SQL Clone seems like a cost-useful solution in the beginning, however who helps, keeps and develops it in the end?

here's an editorial by Tonie Huizer, Tonie is a options Architect at Promicro, the independent & collaborative Microsoft experts.

connected content material

To learn somewhat more about SQL Clone, and its uses throughout database construction, see:

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