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    <title>topic Re: Is Fabric my best choice? in Data Engineering</title>
    <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Is-Fabric-my-best-choice/m-p/4257575#M4793</link>
    <description>&lt;P&gt;Hi &lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/689212"&gt;@IvoBernardo&lt;/a&gt;&amp;nbsp;,&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Is my follow-up just to ask if the problem has been solved?&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;If so, can you accept the correct answer as a solution or share your solution to help other members find it faster?&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Thank you very much for your cooperation!&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Best Regards,&lt;BR /&gt;Yang&lt;BR /&gt;Community Support Team&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;If there is any post&amp;nbsp;&lt;STRONG&gt;&lt;EM&gt;helps&lt;/EM&gt;&lt;/STRONG&gt;, then please consider&amp;nbsp;&lt;STRONG&gt;&lt;EM&gt;Accept it as the solution&lt;/EM&gt;&lt;/STRONG&gt;&amp;nbsp;&amp;nbsp;to help the other members find it more quickly.&lt;BR /&gt;If I misunderstand your needs or you still have problems on it, please feel free to let us know.&amp;nbsp;&lt;STRONG&gt;&lt;EM&gt;Thanks a lot!&lt;/EM&gt;&lt;/STRONG&gt;&lt;/P&gt;</description>
    <pubDate>Fri, 25 Oct 2024 07:13:38 GMT</pubDate>
    <dc:creator>Anonymous</dc:creator>
    <dc:date>2024-10-25T07:13:38Z</dc:date>
    <item>
      <title>Is Fabric my best choice?</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Is-Fabric-my-best-choice/m-p/4212458#M4391</link>
      <description>&lt;P&gt;Hello everyone,&lt;/P&gt;&lt;P&gt;I’m looking for some advice regarding the technologies that I should use to create a data warehouse for my company. The company is small and the data users will be 20/30 users.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Our daily data comes from:&lt;/P&gt;&lt;P&gt;&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; Salesforce (50 GB of stored information);&lt;/P&gt;&lt;P&gt;&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; A random database (less than 4GB);&lt;/P&gt;&lt;P&gt;&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; Excel files.&lt;/P&gt;&lt;P&gt;Reporting:&lt;/P&gt;&lt;P&gt;&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; Excel Files;&lt;/P&gt;&lt;P&gt;&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; Salesforce Reports;&lt;/P&gt;&lt;P&gt;&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; New Power BI Reports.&lt;/P&gt;&lt;P&gt;Needs:&lt;/P&gt;&lt;P class="lia-indent-padding-left-60px"&gt;Store information to be available for any type of reporting tool (now PowerBI) and be flexible to do some advanced analytics;&lt;/P&gt;&lt;P&gt;&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; Be able to archive Salesforce information every 5 years;&lt;/P&gt;&lt;P class="lia-indent-padding-left-60px"&gt;Allow multiple data sources to be available in one point (that’s why we think data warehouse is a good option).&lt;/P&gt;&lt;P class="lia-indent-padding-left-60px"&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;We’re thinking of using Microsoft Fabric and although I have some experience with Analysis Services and Power BI, I don’t know if this is the correct choice long term. For me, it’s another set of tools to learn, so it’s great and I’m excited, however since I do not have a full Fabric experience, I don’t know if for the size of the company this is a good solution.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Right now, my questions are these:&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P class="lia-indent-padding-left-60px"&gt;Is Fabric the best choice? Or should I try to use other Azure systems separately?&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P class="lia-indent-padding-left-60px"&gt;If Fabric is the best choice, what should be my main concerns? I’ve seen some concerns online about data security and that Fabric is not ready for production environments.&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P class="lia-indent-padding-left-60px"&gt;From the pricing documentation of Fabric, storage is paid besides the Fabric Capacity. Is there any other associated costs that I’m not looking at?&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P class="lia-indent-padding-left-60px"&gt;Also, the Fabric Capacity is for what exactly? What operations am I paying by the hour? ETL operations that I do daily/weekly? If I decide to import the information from the data warehouse to the power bi dataset, the hours that I’m using to import the information are considered for Fabric Capacity?&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Maybe I’m doing the incorrect questions regarding these subject, but I never built anything like this and I’m very worried about hidden costs. Thanks for reading and for your patience &lt;span class="lia-unicode-emoji" title=":smiling_face_with_smiling_eyes:"&gt;😊&lt;/span&gt;&lt;/P&gt;</description>
      <pubDate>Wed, 02 Oct 2024 15:07:04 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Is-Fabric-my-best-choice/m-p/4212458#M4391</guid>
      <dc:creator>IvoBernardo</dc:creator>
      <dc:date>2024-10-02T15:07:04Z</dc:date>
    </item>
    <item>
      <title>Re: Is Fabric my best choice?</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Is-Fabric-my-best-choice/m-p/4216472#M4419</link>
      <description>&lt;P&gt;Hi &lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/689212"&gt;@IvoBernardo&lt;/a&gt;&amp;nbsp;,&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;1. Is Fabric the Best Choice?&lt;/P&gt;
&lt;P&gt;Fabric can meet your needs, and it integrates with Power BI. It offers a unified platform for data engineering, data warehousing, and data science, which can simplify your workflow.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Here's an official document on how to choose a datastore in Fabric that might be helpful:&lt;/P&gt;
&lt;P&gt;&lt;A href="https://learn.microsoft.com/en-us/fabric/get-started/decision-guide-data-store" target="_blank"&gt;Fabric decision guide - choose a data store - Microsoft Fabric | Microsoft Learn&lt;/A&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;2. Data security&lt;/P&gt;
&lt;P&gt;You can learn more about Fabric's data security by reviewing the official documentation:&lt;/P&gt;
&lt;P&gt;&lt;A href="https://learn.microsoft.com/en-us/fabric/security/security-overview" target="_blank"&gt;Security in Microsoft Fabric - Microsoft Fabric | Microsoft Learn&lt;/A&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;3. Fabric Capacity and Pricing&lt;/P&gt;
&lt;P&gt;Fabric Capacity is the set of compute resources allocated to your tenants to support various workloads. For specific information, please see:&lt;/P&gt;
&lt;P&gt;&lt;A href="https://covenanttechnologypartners.com/2024/03/20/microsoft-fabric-understanding-capacity/" target="_blank"&gt;Microsoft Fabric: Understanding Capacity - Covenant Technology Partners&lt;/A&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;To avoid hidden costs, monitor usage closely and set alarms for spikes if you can.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Pricing and answers to frequently asked questions about Fabric can be found here:&lt;/P&gt;
&lt;P&gt;&lt;A href="https://azure.microsoft.com/en-us/pricing/details/microsoft-fabric/" target="_blank"&gt;Microsoft Fabric - Pricing | Microsoft Azure&lt;/A&gt;&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;If you have any other questions please feel free to contact me.&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Best Regards,&lt;BR /&gt;Yang&lt;BR /&gt;Community Support Team&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;If there is any post&amp;nbsp;&lt;STRONG&gt;&lt;EM&gt;helps&lt;/EM&gt;&lt;/STRONG&gt;, then please consider&amp;nbsp;&lt;STRONG&gt;&lt;EM&gt;Accept it as the solution&lt;/EM&gt;&lt;/STRONG&gt;&amp;nbsp;&amp;nbsp;to help the other members find it more quickly.&lt;BR /&gt;If I misunderstand your needs or you still have problems on it, please feel free to let us know.&amp;nbsp;&lt;STRONG&gt;&lt;EM&gt;Thanks a lot!&lt;/EM&gt;&lt;/STRONG&gt;&lt;/P&gt;</description>
      <pubDate>Fri, 04 Oct 2024 02:40:27 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Is-Fabric-my-best-choice/m-p/4216472#M4419</guid>
      <dc:creator>Anonymous</dc:creator>
      <dc:date>2024-10-04T02:40:27Z</dc:date>
    </item>
    <item>
      <title>Re: Is Fabric my best choice?</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Is-Fabric-my-best-choice/m-p/4236272#M4529</link>
      <description>&lt;P&gt;Hi &lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/689212"&gt;@IvoBernardo&lt;/a&gt;&amp;nbsp;,&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Is my follow-up just to ask if the problem has been solved?&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;If so, can you accept the correct answer as a solution or share your solution to help other members find it faster?&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Thank you very much for your cooperation!&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Best Regards,&lt;BR /&gt;Yang&lt;BR /&gt;Community Support Team&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;If there is any post&amp;nbsp;&lt;STRONG&gt;&lt;EM&gt;helps&lt;/EM&gt;&lt;/STRONG&gt;, then please consider&amp;nbsp;&lt;STRONG&gt;&lt;EM&gt;Accept it as the solution&lt;/EM&gt;&lt;/STRONG&gt;&amp;nbsp;&amp;nbsp;to help the other members find it more quickly.&lt;BR /&gt;If I misunderstand your needs or you still have problems on it, please feel free to let us know.&amp;nbsp;&lt;STRONG&gt;&lt;EM&gt;Thanks a lot!&lt;/EM&gt;&lt;/STRONG&gt;&lt;/P&gt;</description>
      <pubDate>Thu, 10 Oct 2024 05:58:09 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Is-Fabric-my-best-choice/m-p/4236272#M4529</guid>
      <dc:creator>Anonymous</dc:creator>
      <dc:date>2024-10-10T05:58:09Z</dc:date>
    </item>
    <item>
      <title>Re: Is Fabric my best choice?</title>
      <link>https://community.fabric.microsoft.com/t5/Data-Engineering/Is-Fabric-my-best-choice/m-p/4257575#M4793</link>
      <description>&lt;P&gt;Hi &lt;a href="https://community.fabric.microsoft.com/t5/user/viewprofilepage/user-id/689212"&gt;@IvoBernardo&lt;/a&gt;&amp;nbsp;,&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Is my follow-up just to ask if the problem has been solved?&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;If so, can you accept the correct answer as a solution or share your solution to help other members find it faster?&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Thank you very much for your cooperation!&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;Best Regards,&lt;BR /&gt;Yang&lt;BR /&gt;Community Support Team&lt;/P&gt;
&lt;P&gt;&amp;nbsp;&lt;/P&gt;
&lt;P&gt;If there is any post&amp;nbsp;&lt;STRONG&gt;&lt;EM&gt;helps&lt;/EM&gt;&lt;/STRONG&gt;, then please consider&amp;nbsp;&lt;STRONG&gt;&lt;EM&gt;Accept it as the solution&lt;/EM&gt;&lt;/STRONG&gt;&amp;nbsp;&amp;nbsp;to help the other members find it more quickly.&lt;BR /&gt;If I misunderstand your needs or you still have problems on it, please feel free to let us know.&amp;nbsp;&lt;STRONG&gt;&lt;EM&gt;Thanks a lot!&lt;/EM&gt;&lt;/STRONG&gt;&lt;/P&gt;</description>
      <pubDate>Fri, 25 Oct 2024 07:13:38 GMT</pubDate>
      <guid>https://community.fabric.microsoft.com/t5/Data-Engineering/Is-Fabric-my-best-choice/m-p/4257575#M4793</guid>
      <dc:creator>Anonymous</dc:creator>
      <dc:date>2024-10-25T07:13:38Z</dc:date>
    </item>
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