nowadays we're excited and honored to be identified for three Developer delight awards from SlashData, a leading analyst company within the developer community. On Oct 10, 2017 at their annual Future Developer Summit Azure SQL Database became introduced the winner in the category of Database as a service (DBaaS) developer satisfaction, with two first runner-up awards for developer training and engagement.
Azure SQL Database is an clever, completely-managed relational cloud database carrier built for builders. It makes constructing and keeping functions easier and extra productive, assisting extra languages and systems than ever before. With SQL Database, developers can additionally accelerate their app development through taking capabilities of intelligent facets which are built right into SQL Database that learn app patterns and adapt to maximise performance, reliability, and records coverage.
Microsoft is investing in the developer neighborhood, presenting the equipment and platforms to support builders do what they do premiere: construct notable apps. Our dedication extends beyond the product to engaging them through virtual events connected to our Microsoft build and attach() shows and through practising partners equivalent to Pluralsight. Deep documentation, fingers-on-labs and code repos deliver the content material and tools they deserve to rapidly movement projects along.
The Developer satisfaction Awards appreciate the application products and types that builders are most satisfied with. results are in accordance with the impartial and independent opinions of over forty,000 builders annually, from everywhere, mixed with SlashData's research methodology.
according to Andreas Constantinou, CEO and founding father of SlashData, 'We need to congratulate Microsoft on their Developer satisfaction awards today and thank them for their ongoing commitment to the developer community. Our bi-annual Developer Economics survey measures satisfaction across the equipment that developers use, and Microsoft's Azure SQL Database changed into ranked #1 within the Database as a provider category.'
These awards from SlashData are further validation of the work Microsoft and the SQL crew are doing to convey extremely good developer experiences and database capabilities designed for developers. we'd like to thank our community on your comments and aid on this journey and the SlashData group for this awareness.
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speaking at SQL Saturdays, I always get excited after I get requested a question that has in no way been asked. every so often i do know the reply right away, but there are occasions where I have no idea the answer and i need to go domestic and do analysis with a view to reply it. If the question is pleasing, and if i am in a position to adapt it to my talk over Dynamic SQL, i will be able to add it to my presentation the subsequent time that I speak.
currently, i used to be asked a query that I did not understand the answer to. how to load a CSV File from a listing with out the use of xp_CmdShell. a lot of instances, companies will lock down entry to xp_CmdShell, in order a developer, you need to discover another approach to obtain your intention. When i used to be asked this query, I didn't understand the reply to it. I took the individuals identify and speak to counsel and instructed him i'd analysis it and get returned with him.
After digging via different Microsoft articles, I discovered a means to load a file from disk using BULK INSERT and creating a simple layout file in XML. I wrote some pattern code, checked it twice and then emailed it off to him. a number of days later he came again and stated that every thing turned into working great. That become a straight ahead question that had a straight forward reply, besides the fact that children, think about in case you didnâ€™t know the identify of the file you have been going to import, or if there have been multiple info within the listing, how would you deal with loading those files. this is when I decided that I might contain the query into my presentation, enhance it a little, and do all of it Dynamically.
before we go any further, for this to work you are going to should understand the columns that are in the CSV file that you just may be loading, and the classification of statistics every column consists of.
The state of affairs that we may be the usage of is as follows: As a developer, you're requested to study the CSV data from a listing, and then import those info into the database. you'll additionally should assess to see if the file already has a corresponding desk, and if does, you'll should see if the records that you're importing already exists within the table. If it does, you are going to now not want to replica data, so you will just exit out and flow to the subsequent file.
Being on the earth of custom programming, I rely an awful lot on temp tables during the day. This instance will make the most of a number of temp tables to assist achieve every little thing lined in the above scenario.
You comprehend the listing the place the information are going to be residing. the primary issue we can need to do is scan that directory for the entire info that live in it. we will use xp_DirTree to accomplish this. xp_DirTree is an undocumented gadget stored technique. it's going to give us the listing of subdirectories of the listing that has been exact as the input parameter. a different splendid function of xp_DirTree, it'll also list the entire information that are the certain directory.
to use it, all you must do is name it and circulate the directory that you simply desire the gadgets for as the accredited parameter. for example,EXEC grasp.dbo.xp_DirTree â€˜pathâ€™ ,1,1
will list the contents of the course distinct. The xp_DirTree takes three parameters. the primary being the listing you need to search, the 2d parameter could be the depth you want to seem to be, and then the third parameter will tell xp_DirTree to checklist the information.
we will create two distinct temp tables with a purpose to permit us to trap the contents of the directory that we scanned with xp_DirTree.Â the first temp tables will catch the entire info in the directory that xp_DirTree saw.Â The 2d temp desk that we will create may be just like the first desk with the exception that we'll use it to only grasp the .CSV information from the listing. Â Â we can utilize CHARINDEX to strip away the file extension and simply get the names of the files.Â we are able to filter out the non CSV info in our where Clause.IF OBJECT_ID('tempdb.dbo.#info') isn't NULL begin DROP desk #data conclusion CREATE table #data ( FileID INT identification(1,1) now not NULL, fName NVARCHAR(100), Depts INT, F1 INT ) -- NOW we will MAKE a replica OF THE ABOVE desk to be able to clean THE data AND CREATE THE desk NAMES -- IF OBJECT_ID('tempdb.dbo.#CleanFiles') is not NULL start DROP table #CleanFiles end CREATE desk #CleanFiles ( FileID INT identification(1,1) no longer NULL, TableName NVARCHAR(100), fName NVARCHAR(100) ) -- NOW we will look in the listing AND grab ANY files which are in the listing -- INSERT INTO #files (fName, Depts, F1) EXEC grasp.dbo.xp_DirTree 'H:\DataFilesToUpload',1,1 -- NOW THAT we've THE information IN a TEMP desk -- we are able to STRIP OUT THE NON CSV information AND PUSH THEM INTO THE CLEANFILE table -- INSERT INTO #CleanFiles (TableName, fName) select LEFT(fName,CHARINDEX('.',fName)-1), fName FROM #info where fName LIKE ('%.csv') SET @Loop = @@ROWCOUNT
Now that we now have the file names loaded into a temp table, we can make the most of that temp desk with a view to dynamically import the data. the use of Dynamic SQL, we can loop throughout the file names in the temp table and cargo the information. we can use the TableName box to create a temp desk at runtime, then see if a everlasting table exists with the identical name. If it doesnâ€™t we will create a new desk then push the statistics into it. This technique will repeat during the loop whereas we still have unprocessed files.
Incorporating an XML structure file will make certain that the facts is transferred into our temp desk with none conversion mistakes. BULK INSERT supports two forms of layout files.Â An XML based formal file or a non-XML primarily based file. The non-XML format is the customary structure it really is supported through previous models of SQL Server.Â For our example we could be creating an XML layout file.
There are a few advantages of using an XML structure file over a non-XML structure file;
despite which format file you chose, bear in mind that you simply must allow for Unicode Characters.Â both XML and non-XML will use BCP (bulk reproduction software) syntax. on the grounds that we are the usage of an XML primarily based file, we can go over the distinctive category of records kinds for you to use when constructing your file;
for the reason that my CSV data have 4 columns, my format file could have the four columns defined. it's going to also say the classification of information every file will grasp, and the size of each and every field;<?xml version="1.0"?> <BCPFORMAT xmlns="http://schemas.microsoft.com/sqlserver/2004/bulkload/structure" xmlns:xsi="http://www.w3.org/2001/XMLSchema-example"> <checklist> \<box identity="1" xsi:classification="CharTerm" TERMINATOR="," MAX_LENGTH="255"/> \<container identification="2" xsi:type="CharTerm" TERMINATOR="," MAX_LENGTH="25" COLLATION="SQL_Latin1_General_CP1_CI_AS"/> \<box identity="3" xsi:category="CharTerm" TERMINATOR="," MAX_LENGTH="10" COLLATION="SQL_Latin1_General_CP1_CI_AS"/> \<field id="4" xsi:classification="CharTerm" TERMINATOR="," MAX_LENGTH="2" COLLATION="SQL_Latin1_General_CP1_CI_AS"/> \<box id="5" xsi:classification="CharTerm" TERMINATOR="\r\n" MAX_LENGTH="15"/> </checklist> <ROW> \<COLUMN source="1" name="StockItemName" xsi:category="SQLVARYCHAR"/> \<COLUMN source="2" name="UnitPrice" xsi:class="SQLINT"/> \<COLUMN source="three" name="OnHand" xsi:category="SQLINT"/> \<COLUMN source="4" identify="Amt2Purchase" xsi:category="SQLINT"/> \<COLUMN source="5" name="File" xsi:classification="SQLVARYCHAR"/> </ROW> </BCPFORMAT>
For a greater in depth look at the use of a format file for BULK INSERT, that you could consult with this Microsoft tech article: https://medical doctors.microsoft.com/en-us/sql/relational-databases/import-export/use-a-structure-file-to-bulk-import-data-sql-server?view=sql-server-2017
Now we will create a simple loop to run via each and every file that we have in our temp table. The loop will create a temp table in keeping with the file name, then load the records into that desk. using Dynamic SQL will permit us to swap out the file/table name with each and every loop.while @Loop > 0 AND @count <= @Loop start -- we are able to SET THE @TableName & @FileName VARIABLES -- opt for @TableName = cf.TableName, @FileName = cf.fName FROM #CleanFiles cf the place cf.FileID = @count
As each new loop happens, we will set the variable @TableName and @FileName. these variables are read from our temp table, and we are able to use these variables set to create the tables and additionally examine the files.
the usage of Dynamic SQL we will create the temp desk at runtime. This script assumes that your temp table will suit the columns on your CSV File and be of the same datatype. once we've all the different variables, we will execute our Dynamic SQL Code and cargo our three sample data.-- NOW we can beginning adding THE CODE TO DYNAMIC SQL in order to technique THE info -- SET @DynamicSQL = N' -- we will CREATE A TEMP desk TO cling THE records IN each FILE -- IF OBJECT_ID(''tempdb.dbo.#' + @TableName + ''') is not NULL begin DROP table #' + @TableName + ' end -- NOW we can CREATE THE TEMP desk TO hold THE statistics -- -- (make sure you ALREADY comprehend THE constitution OF THE records so that you CAN construct THE table TO healthy THE CSV FILE) -- CREATE desk #' + @TableName +' -- that you could CREATE THIS AS a world TEMP table in case you WOULD cherish to do THE leisure OF THE facts MANIPULATION IN SQL -- ( StockItemName NVARCHAR(200), UnitPrice cash, OnHand INT, OrderAmt INT ) -- NOW we will LOAD THE records INTO THE TEMP desk -- BULK INSERT #' + @TableName + ' -- the use of DYNAMIC SQL WILL permit US TO LOOP FOR each and every FILE IN OUR table -- FROM ''H:\DataFilesToUpload\' + @FileName + ''' WITH (FORMATFILE = ''H:\DataFilesToUpload\InvFormat.xml'') -- NOW THE facts FROM THE CSV FILE HAS BEEN LOADED into a TEMP table -- -- AT THIS factor, that you may WORK WITH THE facts to govern IT the way you would like --' EXEC sp_ExecuteSQL @DynamicSQL SET @count number = @count + 1 conclusion
that you could verify that your data is loading, and your script is running by inserting a select remark after the EXEC Command and earlier than the SET @count number commentary.select * FROM #â€™ + @TableName
I not ever advocate the usage of a select * On a desk and that i hope that if you happen to write your closing code block that you'll list out the column names to your commentary.
Now we wish to assess that the desk does not exists.Â we can use the now not EXISTS option and look in sys.Tables to see if we discover a replica of the table.Â If the table has already been created, we will pass this section so we don't load reproduction facts.Â If the desk hasnâ€™t been created, we will create a brand new system desk then load the information from the temp table into the everlasting table.-- we are able to NOW verify to peer IF there is a permanent desk WITH THE equal name ALREADY built -- IF no longer we can build IF - IF not EXISTS(select 1 FROM sys.Tables where [Name] = ''' + @TableName + ''') start CREATE table ' + @TableName + ' ( StockItemName NVARCHAR(200), UnitPrice funds, OnHand INT, OrderAmt INT, DateAdded SMALLDATETIME ) -- NOW THAT THE everlasting table HAS BEEN built - we are able to INSERT INTO IT -- INSERT INTO ' + @TableName + ' (StockItemName, UnitPrice, OnHand, OrderAmt, DateAdded) opt for StockItemName, UnitPrice, OnHand, OrderAmt, GETDATE() FROM #' + @tableName + ' conclusion
With the help of Dynamic SQL, xp_DirTree, Bulk Insert and a few out of the box ingenuity, we are now in a position to load .CSV files from a directory on our local challenging force.Â by scanning the listing and manipulating the results, we are able to loop throughout the file names and create new tables and cargo the information from the CSV in those tables.Â
Dynamic SQL means that you can clear up complications that don't have a simple solution to the answer.Â The energy of Dynamic SQL will can help you be bendy when troubleshooting issues, discovering new how to do historic assignment and aid you develop as a developer.
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Esri [2 Certification Exam(s) ]
ExamExpress [15 Certification Exam(s) ]
Exin [40 Certification Exam(s) ]
ExtremeNetworks [3 Certification Exam(s) ]
F5-Networks [20 Certification Exam(s) ]
FCTC [2 Certification Exam(s) ]
Filemaker [9 Certification Exam(s) ]
Financial [36 Certification Exam(s) ]
Fortinet [12 Certification Exam(s) ]
Foundry [6 Certification Exam(s) ]
FSMTB [1 Certification Exam(s) ]
Fujitsu [2 Certification Exam(s) ]
GAQM [9 Certification Exam(s) ]
Genesys [4 Certification Exam(s) ]
GIAC [15 Certification Exam(s) ]
Google [4 Certification Exam(s) ]
GuidanceSoftware [2 Certification Exam(s) ]
H3C [1 Certification Exam(s) ]
HDI [9 Certification Exam(s) ]
Healthcare [3 Certification Exam(s) ]
HIPAA [2 Certification Exam(s) ]
Hitachi [30 Certification Exam(s) ]
Hortonworks [4 Certification Exam(s) ]
Hospitality [2 Certification Exam(s) ]
HP [746 Certification Exam(s) ]
HR [2 Certification Exam(s) ]
HRCI [1 Certification Exam(s) ]
Huawei [21 Certification Exam(s) ]
Hyperion [10 Certification Exam(s) ]
IAAP [1 Certification Exam(s) ]
IAHCSMM [1 Certification Exam(s) ]
IBM [1525 Certification Exam(s) ]
IBQH [1 Certification Exam(s) ]
ICAI [1 Certification Exam(s) ]
ICDL [6 Certification Exam(s) ]
IEEE [1 Certification Exam(s) ]
IELTS [1 Certification Exam(s) ]
IFPUG [1 Certification Exam(s) ]
IIA [3 Certification Exam(s) ]
IIBA [2 Certification Exam(s) ]
IISFA [1 Certification Exam(s) ]
Intel [2 Certification Exam(s) ]
IQN [1 Certification Exam(s) ]
IRS [1 Certification Exam(s) ]
ISA [1 Certification Exam(s) ]
ISACA [4 Certification Exam(s) ]
ISC2 [6 Certification Exam(s) ]
ISEB [24 Certification Exam(s) ]
Isilon [4 Certification Exam(s) ]
ISM [6 Certification Exam(s) ]
iSQI [7 Certification Exam(s) ]
ITEC [1 Certification Exam(s) ]
Juniper [63 Certification Exam(s) ]
LEED [1 Certification Exam(s) ]
Legato [5 Certification Exam(s) ]
Liferay [1 Certification Exam(s) ]
Logical-Operations [1 Certification Exam(s) ]
Lotus [66 Certification Exam(s) ]
LPI [23 Certification Exam(s) ]
LSI [3 Certification Exam(s) ]
Magento [3 Certification Exam(s) ]
Maintenance [2 Certification Exam(s) ]
McAfee [8 Certification Exam(s) ]
McData [3 Certification Exam(s) ]
Medical [25 Certification Exam(s) ]
Microsoft [363 Certification Exam(s) ]
Mile2 [2 Certification Exam(s) ]
Military [1 Certification Exam(s) ]
Misc [1 Certification Exam(s) ]
Motorola [7 Certification Exam(s) ]
mySQL [4 Certification Exam(s) ]
NBSTSA [1 Certification Exam(s) ]
NCLEX [2 Certification Exam(s) ]
Network-General [12 Certification Exam(s) ]
NetworkAppliance [36 Certification Exam(s) ]
NI [1 Certification Exam(s) ]
NIELIT [1 Certification Exam(s) ]
Nokia [6 Certification Exam(s) ]
Nortel [130 Certification Exam(s) ]
Novell [37 Certification Exam(s) ]
OMG [10 Certification Exam(s) ]
Oracle [265 Certification Exam(s) ]
P&C [1 Certification Exam(s) ]
Palo-Alto [4 Certification Exam(s) ]
PARCC [1 Certification Exam(s) ]
PayPal [1 Certification Exam(s) ]
Pegasystems [11 Certification Exam(s) ]
PEOPLECERT [4 Certification Exam(s) ]
PMI [15 Certification Exam(s) ]
Polycom [2 Certification Exam(s) ]
PostgreSQL-CE [1 Certification Exam(s) ]
Prince2 [6 Certification Exam(s) ]
PRMIA [1 Certification Exam(s) ]
PsychCorp [1 Certification Exam(s) ]
PTCB [2 Certification Exam(s) ]
QAI [1 Certification Exam(s) ]
QlikView [1 Certification Exam(s) ]
Quality-Assurance [7 Certification Exam(s) ]
RACC [1 Certification Exam(s) ]
Real-Estate [1 Certification Exam(s) ]
RedHat [8 Certification Exam(s) ]
RES [5 Certification Exam(s) ]
Riverbed [8 Certification Exam(s) ]
RSA [15 Certification Exam(s) ]
Sair [8 Certification Exam(s) ]
Salesforce [5 Certification Exam(s) ]
SANS [1 Certification Exam(s) ]
SAP [98 Certification Exam(s) ]
SASInstitute [15 Certification Exam(s) ]
SAT [1 Certification Exam(s) ]
SCO [10 Certification Exam(s) ]
SCP [6 Certification Exam(s) ]
SDI [3 Certification Exam(s) ]
See-Beyond [1 Certification Exam(s) ]
Siemens [1 Certification Exam(s) ]
Snia [7 Certification Exam(s) ]
SOA [15 Certification Exam(s) ]
Social-Work-Board [1 Certification Exam(s) ]
SpringSource [1 Certification Exam(s) ]
SUN [63 Certification Exam(s) ]
SUSE [1 Certification Exam(s) ]
Sybase [17 Certification Exam(s) ]
Symantec [134 Certification Exam(s) ]
Teacher-Certification [4 Certification Exam(s) ]
The-Open-Group [8 Certification Exam(s) ]
TIA [3 Certification Exam(s) ]
Tibco [18 Certification Exam(s) ]
Trend [1 Certification Exam(s) ]
TruSecure [1 Certification Exam(s) ]
USMLE [1 Certification Exam(s) ]
VCE [6 Certification Exam(s) ]
Veeam [2 Certification Exam(s) ]
Veritas [33 Certification Exam(s) ]
Vmware [58 Certification Exam(s) ]
Wonderlic [1 Certification Exam(s) ]
Worldatwork [2 Certification Exam(s) ]
XML-Master [3 Certification Exam(s) ]
Zend [6 Certification Exam(s) ]