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\f31506\fs22\lang1033\langfe1033\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199
\par }}{\footerr \ltrpar \pard\plain \ltrpar\s22\ql \li0\ri0\widctlpar\tqc\tx4680\tqr\tx9360\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0 \rtlch\fcs1 \af31507\afs22\alang1025 \ltrch\fcs0
\f31506\fs22\lang1033\langfe1033\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199
\par }}{\headerf \ltrpar \pard\plain \ltrpar\s20\ql \li0\ri0\widctlpar\tqc\tx4680\tqr\tx9360\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0 \rtlch\fcs1 \af31507\afs22\alang1025 \ltrch\fcs0
\f31506\fs22\lang1033\langfe1033\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199
\par }}{\footerf \ltrpar \pard\plain \ltrpar\s22\ql \li0\ri0\widctlpar\tqc\tx4680\tqr\tx9360\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0 \rtlch\fcs1 \af31507\afs22\alang1025 \ltrch\fcs0
\f31506\fs22\lang1033\langfe1033\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199
\par }}{\*\pnseclvl1\pnucrm\pnstart1\pnindent720\pnhang {\pntxta .}}{\*\pnseclvl2\pnucltr\pnstart1\pnindent720\pnhang {\pntxta .}}{\*\pnseclvl3\pndec\pnstart1\pnindent720\pnhang {\pntxta .}}{\*\pnseclvl4\pnlcltr\pnstart1\pnindent720\pnhang {\pntxta )}}
{\*\pnseclvl5\pndec\pnstart1\pnindent720\pnhang {\pntxtb (}{\pntxta )}}{\*\pnseclvl6\pnlcltr\pnstart1\pnindent720\pnhang {\pntxtb (}{\pntxta )}}{\*\pnseclvl7\pnlcrm\pnstart1\pnindent720\pnhang {\pntxtb (}{\pntxta )}}{\*\pnseclvl8
\pnlcltr\pnstart1\pnindent720\pnhang {\pntxtb (}{\pntxta )}}{\*\pnseclvl9\pnlcrm\pnstart1\pnindent720\pnhang {\pntxtb (}{\pntxta )}}\pard\plain \ltrpar
\s15\ql \li0\ri0\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid1185652\contextualspace \rtlch\fcs1 \af31503\afs56\alang1025 \ltrch\fcs0
\fs56\expnd-2\expndtw-10\lang1033\langfe1033\kerning28\loch\af31502\hich\af31502\dbch\af31501\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \af31503 \ltrch\fcs0 \insrsid1185652 \hich\af31502\dbch\af31501\loch\f31502
U-SQL Scripts for Processing a TPC-DS Data Set}{\rtlch\fcs1 \af31503 \ltrch\fcs0 \insrsid3628006
\par }\pard\plain \ltrpar\ql \li0\ri0\sa160\sl259\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid1185652 \rtlch\fcs1 \af31507\afs22\alang1025 \ltrch\fcs0 \f31506\fs22\lang1033\langfe1033\cgrid\langnp1033\langfenp1033 {
\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 The }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 U-SQL }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 scripts for p}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652\charrsid1185652
rocessing a TPC-DS data set}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 demonstrate how to use Azure Data Lake Analytics to prepare raw data for import into an Azure Analysis Services data model. For a detailed discussion, see the blog article \'93
}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652\charrsid1185652 Using Azure Analysis Services on Top of Azure Data Lake Storage}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 \'94 on the }{\field{\*\fldinst {\rtlch\fcs1 \af31507 \ltrch\fcs0
\insrsid1185652 HYPERLINK "https://blogs.msdn.microsoft.com/analysisservices/" }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 {\*\datafield
00d0c9ea79f9bace118c8200aa004ba90b0200000003000000e0c9ea79f9bace118c8200aa004ba90b7e000000680074007400700073003a002f002f0062006c006f00670073002e006d00730064006e002e006d006900630072006f0073006f00660074002e0063006f006d002f0061006e0061006c007900730069007300
730065007200760069006300650073002f000000795881f43b1d7f48af2c825dc485276300000000a5ab0003}}}{\fldrslt {\rtlch\fcs1 \af31507 \ltrch\fcs0 \cs17\ul\cf17\insrsid1185652\charrsid1185652 Analysis Services Team Blog}}}\sectd \ltrsect
\linex0\endnhere\sectlinegrid360\sectdefaultcl\sftnbj {\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 .
\par To use these scripts, the }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652\charrsid1185652 TPC-DS data set}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 must be generated by using the }{
\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652\charrsid1185652 dsdgen }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 tool, which can be downloaded as source code from the }{\field{\*\fldinst {\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652
HYPERLINK "http://www.tpc.org" }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 {\*\datafield
00d0c9ea79f9bace118c8200aa004ba90b0200000003000000e0c9ea79f9bace118c8200aa004ba90b4000000068007400740070003a002f002f007700770077002e007400700063002e006f00720067002f000000795881f43b1d7f48af2c825dc485276300000000a5ab0003}}}{\fldrslt {\rtlch\fcs1 \af31507
\ltrch\fcs0 \cs17\ul\cf17\insrsid1185652\charrsid1185652 TPC-DS web site}}}\sectd \ltrsect\linex0\endnhere\sectlinegrid360\sectdefaultcl\sftnbj {\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 . Run the }{\rtlch\fcs1 \af31507 \ltrch\fcs0
\insrsid1185652\charrsid1185652 dsdgen tool}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 with }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652\charrsid1185652 /PARALLEL 100}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 and }{\rtlch\fcs1
\af31507 \ltrch\fcs0 \insrsid1185652\charrsid1185652 /CHILD }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652 ids ranging from 1 \endash 100 to generate the source files with the expected }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652
file naming convention}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 s and place the source files in an Azure Blob Storage account, as discussed in \'93}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199\charrsid9594199
Building an Azure Analysis Services Model on Top of Azure Blob Storage\emdash Part 2}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 \'94}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199\charrsid9594199 }{\rtlch\fcs1 \af31507 \ltrch\fcs0
\insrsid9594199 on the }{\field\flddirty{\*\fldinst {\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 HYPERLINK "https://blogs.msdn.microsoft.com/analysisservices/" }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 {\*\datafield
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730065007200760069006300650073002f000000795881f43b1d7f48af2c825dc485276300000000a5ab0003}}}{\fldrslt {\rtlch\fcs1 \af31507 \ltrch\fcs0 \cs17\ul\cf17\insrsid9594199\charrsid1185652 Analysis Services Team Blog}}}\sectd \ltrsect
\linex0\endnhere\sectlinegrid360\sectdefaultcl\sftnbj {\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 .}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 Finally, edit the U-SQL scripts and replace the storage account placeholder (}{\rtlch\fcs1
\af31507 \ltrch\fcs0 \insrsid9594199\charrsid9594199 @<blob storage account name>}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 ) with your actual storage account.}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652
\par }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 The subfolders containing t}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 he U-SQL scripts}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 highlight different scenarios:
\par {\listtext\pard\plain\ltrpar \s19 \rtlch\fcs1 \af31507\afs22 \ltrch\fcs0 \f3\fs22\insrsid9594199\charrsid9594199 \loch\af3\dbch\af31506\hich\f3 \'b7\tab}}\pard\plain \ltrpar\s19\ql \fi-360\li720\ri0\sa160\sl259\slmult1
\widctlpar\wrapdefault\aspalpha\aspnum\faauto\ls1\adjustright\rin0\lin720\itap0\pararsid9594199\contextualspace \rtlch\fcs1 \af31507\afs22\alang1025 \ltrch\fcs0 \f31506\fs22\lang1033\langfe1033\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \af31507
\ltrch\fcs0 \b\insrsid9594199\charrsid9594199 all_single}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 \~\~\~These scripts create a single csv file per table containing all the source data.
\par {\listtext\pard\plain\ltrpar \s19 \rtlch\fcs1 \af31507\afs22 \ltrch\fcs0 \f3\fs22\insrsid9594199\charrsid9594199 \loch\af3\dbch\af31506\hich\f3 \'b7\tab}}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \b\insrsid9594199\charrsid9594199 large_multiple}{\rtlch\fcs1
\af31507 \ltrch\fcs0 \insrsid9594199\charrsid9594199 }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 \~\~}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 These scripts }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 4 csv files for each of the
large tables }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199\charrsid9594199 (catalog_returns, catalog_sales, inventory, store_returns, store_sales, web_returns, and web_sales) }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 and }{\rtlch\fcs1
\af31507 \ltrch\fcs0 \insrsid9594199 a single csv file }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 for each of the remaining}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 table}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 s.
\par {\listtext\pard\plain\ltrpar \s19 \rtlch\fcs1 \af31507\afs22 \ltrch\fcs0 \f3\fs22\insrsid9594199\charrsid9594199 \loch\af3\dbch\af31506\hich\f3 \'b7\tab}}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \b\insrsid9594199\charrsid9594199 last_available_year}{\rtlch\fcs1
\af31507 \ltrch\fcs0 \insrsid9594199 \~\~\~}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 These scripts create a single csv file per table containing }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 only the source data for the last year
in the data set, which is the year 2003.
\par {\listtext\pard\plain\ltrpar \s19 \rtlch\fcs1 \af31507\afs22 \ltrch\fcs0 \f3\fs22\insrsid9594199\charrsid9594199 \loch\af3\dbch\af31506\hich\f3 \'b7\tab}}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \b\insrsid9594199\charrsid9594199 modelling}{\rtlch\fcs1 \af31507
\ltrch\fcs0 \insrsid9594199\charrsid9594199 }{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 \~\~\~These scripts create a}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 data set for modelling purposes with a}{\rtlch\fcs1 \af31507 \ltrch\fcs0
\insrsid9594199 single csv file per table containing}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199 up to 100 rows of data.}{\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid9594199\charrsid1185652
\par }\pard\plain \ltrpar\ql \li0\ri0\sa160\sl259\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid1185652 \rtlch\fcs1 \af31507\afs22\alang1025 \ltrch\fcs0 \f31506\fs22\lang1033\langfe1033\cgrid\langnp1033\langfenp1033 {
\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652
\par }\pard \ltrpar\ql \li0\ri0\sa160\sl259\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0 {\rtlch\fcs1 \af31507 \ltrch\fcs0 \insrsid1185652\charrsid1185652
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