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    <title>topic Re: Qlik Best Practices in Archived Groups</title>
    <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482532#M2355</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I agree that creating a QVD files/layers of RAW, Transformed qvd etc.. and reusing them for Qlik applications is a solution to go for.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;However if there is an option where you can build views in SQL, for example to create keys, to aggregate data in SQL to lowest necessary granularity in DB then do it in SQL and use aggregated data as your source. You can still store and reuse them as a QVD files. The point is that you have think about whole picture and use common sense to decide which is the best way to go.&lt;/P&gt;&lt;P&gt;I would avoid saying "&lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt;&lt;STRONG style="text-decoration: underline;"&gt;it is always recommended&lt;/STRONG&gt; to convert the script in qlikview" as it is not always true.&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt;&lt;BR /&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt;Cheers&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt;Lech &lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Mon, 23 Jan 2017 00:15:32 GMT</pubDate>
    <dc:creator>Lech_Miszkiewicz</dc:creator>
    <dc:date>2017-01-23T00:15:32Z</dc:date>
    <item>
      <title>Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482514#M2337</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P style="font-size: 13.3333px;"&gt;Hi All,&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;Most of the people feel that designing the data model in sql/oracle and qlik is pretty much same... but actually it has a lot of difference.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;As everyone knows qlik engine works based on in-memory concept. Here are some basic best practices to keep in mind while developing the dashboard,&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 1. Joining two or more huge tables and linking the same does make a huge impact in system performance.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 2. Avoid using the &lt;SPAN style="font-size: 13.3333px;"&gt;fields which is used for linking in UI expressions in charts.&lt;/SPAN&gt;&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 3. Using apply map instead of joining tables improves the system performance.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 4. Always use variables to refer the path of the file in load statement instead of absolute of directory path.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 5. Drop fields &amp;amp; tables when it's not required for the final data model.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 6. Follow the naming conventions such as 'Link_', '%key_' etc., for the linking fields, so that it can be hidden by using HidePrefix&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; variable.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 7. Avoid Syntetic keys &amp;amp; circular loop, as it will cause the inconsistency in the data model.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 8. Use linked objects in UI wherever it's required such as primary filters, calendar objects.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 9. Drop/ Comment all the unused fields in the final data model to reduce the load.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 10. Try to accomplish most of the calculation via script unless it should be dynamic.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 11. Use set analysis instead of if condition where ever it is possible in UI.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 12. Though qlik can execute the SQL queries, it is always recommended to convert the script in qlik format to reduce the&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; load and support the in-memory concept.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 13. Always have a data in qvd where ever there is a possibility in reusing the data, so that the number of times we hit the actual data&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; source will be reduced.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 14. Follow the DAR principle in the dashboard design.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 15. Use Exit Script command or execute the script in debug mode to find the issues and resolve it quickly by checking block by block.&lt;/P&gt;&lt;P style="font-size: 13.3333px;"&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Here I have attached the simple dashboard which explains the difference in the results when the link field and non-link field used in the same expressions.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Warm Regards,&lt;/P&gt;&lt;P&gt;Karthikeyan.&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Tue, 22 Jul 2025 17:59:49 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482514#M2337</guid>
      <dc:creator>karthikeyan1504</dc:creator>
      <dc:date>2025-07-22T17:59:49Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482515#M2338</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Very useful document. Thanks for sharing&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 12 Nov 2015 10:36:06 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482515#M2338</guid>
      <dc:creator>manojkulkarni</dc:creator>
      <dc:date>2015-11-12T10:36:06Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482516#M2339</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;good one thanks for sharing &lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 12 Nov 2015 12:52:10 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482516#M2339</guid>
      <dc:creator>NavinReddy</dc:creator>
      <dc:date>2015-11-12T12:52:10Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482517#M2340</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Muito boa suas dicas, algumas delas me foram úteis. Obrigado.&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 12 Nov 2015 16:42:28 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482517#M2340</guid>
      <dc:creator />
      <dc:date>2015-11-12T16:42:28Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482518#M2341</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Excellent.. Tq..&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 13 Nov 2015 07:12:34 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482518#M2341</guid>
      <dc:creator />
      <dc:date>2015-11-13T07:12:34Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482519#M2342</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Good info. thanks!&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 13 Nov 2015 15:08:16 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482519#M2342</guid>
      <dc:creator />
      <dc:date>2015-11-13T15:08:16Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482520#M2343</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Thank you very much for this.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Regards!&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Tue, 17 Nov 2015 15:02:18 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482520#M2343</guid>
      <dc:creator />
      <dc:date>2015-11-17T15:02:18Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482521#M2344</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;&lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13px;"&gt;Great piece of work, many thanks!&lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 08 Jul 2016 15:30:26 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482521#M2344</guid>
      <dc:creator>chrisg</dc:creator>
      <dc:date>2016-07-08T15:30:26Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482522#M2345</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Thank you very useful document.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Regards!&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Joseph&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 15 Jul 2016 23:31:37 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482522#M2345</guid>
      <dc:creator>joseph_morales</dc:creator>
      <dc:date>2016-07-15T23:31:37Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482523#M2346</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Thanks for sharing!!!&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;~Sambhu&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Wed, 26 Oct 2016 10:26:10 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482523#M2346</guid>
      <dc:creator>Anonymous</dc:creator>
      <dc:date>2016-10-26T10:26:10Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482524#M2347</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;thanks for sharing&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 09 Dec 2016 07:59:08 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482524#M2347</guid>
      <dc:creator>Anonymous</dc:creator>
      <dc:date>2016-12-09T07:59:08Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482525#M2348</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Bookmarked, thanks&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Wed, 14 Dec 2016 14:39:58 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482525#M2348</guid>
      <dc:creator>william_allen</dc:creator>
      <dc:date>2016-12-14T14:39:58Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482526#M2349</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;&lt;A href="https://community.qlik.com/qlik-users/202734"&gt;karthikeyan1504&lt;/A&gt;‌, thanks for sharing, nice list. Could you please remove all other categories except App Development, Scripting and Developer Toolkit for not confusing people and keeping Resource Library clean and well-structured. &lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 09 Jan 2017 08:44:10 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482526#M2349</guid>
      <dc:creator>v_petrenko</dc:creator>
      <dc:date>2017-01-09T08:44:10Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482527#M2350</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;&lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13px;"&gt;Very useful document. Thanks for sharing.&lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 09 Jan 2017 09:21:45 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482527#M2350</guid>
      <dc:creator>ahaahaaha</dc:creator>
      <dc:date>2017-01-09T09:21:45Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482528#M2351</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Great help. Thanks alot for sharing.&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Tue, 10 Jan 2017 08:40:39 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482528#M2351</guid>
      <dc:creator />
      <dc:date>2017-01-10T08:40:39Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482529#M2352</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I have a question re &lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt; &lt;/SPAN&gt;&lt;EM style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt;4. Always use variables to refer the path of the file in load statement instead of absolute of directory path.&lt;/EM&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I am just curious why not using Directory statement and relative paths? Why always variables? Once you use variable there, you are loosing functionality of coming back to wizard by clicking on "little hammer" icon from script editor.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;regards&lt;/P&gt;&lt;P&gt;Lech&amp;nbsp; &lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt;&lt;IMG alt="111.png" class="jive-image image-1" src="https://community.qlik.com/legacyfs/online/149054_111.png" style="height: auto;" /&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt;&lt;EM&gt;&lt;BR /&gt;&lt;/EM&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Wed, 11 Jan 2017 03:15:54 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482529#M2352</guid>
      <dc:creator>Lech_Miszkiewicz</dc:creator>
      <dc:date>2017-01-11T03:15:54Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482530#M2353</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;I also disagree with this:&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;(1&lt;EM style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt;2. Though qlikview can execute the SQL queries, it is always recommended to convert the script in qlikview format to reduce the&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; load and support the in-memory concept.&lt;/EM&gt;),&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;especialy when you have to aggregate data (sum, max, count). This is in Qlik single threaded process and DB can deal with it much quicker, so SQL querry would return aggregated data much quicker than Qlik would perform Group by statement.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;regards&lt;/P&gt;&lt;P&gt;Lech&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Wed, 11 Jan 2017 03:20:41 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482530#M2353</guid>
      <dc:creator>Lech_Miszkiewicz</dc:creator>
      <dc:date>2017-01-11T03:20:41Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482531#M2354</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi Lech,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Thank you for your comments.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;For 4th point, I have referred the below scenario,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Directory;&lt;/P&gt;&lt;P&gt;LOAD A, &lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; B, &lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; C, &lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; D&lt;/P&gt;&lt;P&gt;FROM&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;[..\Data File\Mapping.xlsx]&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;(ooxml, no labels, table is Sheet1);&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;It's always good practice to have a complete path(It's better if we declare it in the variable to manage efficiently) instead of using the relative path which is shown above.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;For 12th point, Yes I agree SQL can handle the aggregation better than qlikview. But consider the scenario where multiple dashboards are accessing the same data set from the SQL/Oracle database. It is always best practice to create the raw data qvd and do the aggregation on it rather than multiple dashboards hitting the database to get the same data set.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;By following the approach mentioned above, we are reducing the load on database and using the qlik engine capability effieciently.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Hope this answers your query.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Thanks,&lt;/P&gt;&lt;P&gt;Karthikeyan.&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Wed, 11 Jan 2017 03:33:57 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482531#M2354</guid>
      <dc:creator>karthikeyan1504</dc:creator>
      <dc:date>2017-01-11T03:33:57Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482532#M2355</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I agree that creating a QVD files/layers of RAW, Transformed qvd etc.. and reusing them for Qlik applications is a solution to go for.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;However if there is an option where you can build views in SQL, for example to create keys, to aggregate data in SQL to lowest necessary granularity in DB then do it in SQL and use aggregated data as your source. You can still store and reuse them as a QVD files. The point is that you have think about whole picture and use common sense to decide which is the best way to go.&lt;/P&gt;&lt;P&gt;I would avoid saying "&lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt;&lt;STRONG style="text-decoration: underline;"&gt;it is always recommended&lt;/STRONG&gt; to convert the script in qlikview" as it is not always true.&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt;&lt;BR /&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt;Cheers&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #3d3d3d; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 13.3333px;"&gt;Lech &lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 23 Jan 2017 00:15:32 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482532#M2355</guid>
      <dc:creator>Lech_Miszkiewicz</dc:creator>
      <dc:date>2017-01-23T00:15:32Z</dc:date>
    </item>
    <item>
      <title>Re: Qlik Best Practices</title>
      <link>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482533#M2356</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;i think the same. Thank You &lt;SPAN style="color: #8b8b8b; font-family: 'Helvetica Neue', Helvetica, Arial, 'Lucida Grande', sans-serif; font-size: 12px;"&gt; &lt;/SPAN&gt;&lt;A href="https://community.qlik.com/people/karthikeyan1504"&gt;karthikeyan1504&lt;/A&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 27 Mar 2017 10:50:13 GMT</pubDate>
      <guid>https://community.qlik.com/t5/Archived-Groups/Qlik-Best-Practices/m-p/1482533#M2356</guid>
      <dc:creator>luiskeyrus</dc:creator>
      <dc:date>2017-03-27T10:50:13Z</dc:date>
    </item>
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