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    <title>DEV Community: Arnab</title>
    <description>The latest articles on DEV Community by Arnab (@pogo420).</description>
    <link>https://dev.to/pogo420</link>
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      <title>DEV Community: Arnab</title>
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      <title>Developing a data loading tool from scratch</title>
      <dc:creator>Arnab</dc:creator>
      <pubDate>Mon, 13 Dec 2021 11:36:39 +0000</pubDate>
      <link>https://dev.to/pogo420/developing-a-data-loading-tool-from-scratch-2f5l</link>
      <guid>https://dev.to/pogo420/developing-a-data-loading-tool-from-scratch-2f5l</guid>
      <description>&lt;p&gt;Aim: To Copy data from Database X to Database Y&lt;/p&gt;

&lt;p&gt;Assumptions:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Large data may be in petabytes.&lt;/li&gt;
&lt;li&gt;Application will be hosted in cloud(In house application)&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;My take:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Reading data from database&lt;/li&gt;
&lt;li&gt;Writing into blob storage.&lt;/li&gt;
&lt;li&gt;From blob to new database.&lt;/li&gt;
&lt;li&gt;Configuration to keep track of source and destination mapping( Table, schema).&lt;/li&gt;
&lt;li&gt;Error management (Abort/skip). &lt;/li&gt;
&lt;li&gt;From 2-3, error reload mechanism from point of failure.&lt;/li&gt;
&lt;li&gt;From 1-2, i am not sure about the error reload mechanism.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;Can anyone share some best practices/thoughts&lt;/p&gt;

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      <category>design</category>
      <category>systems</category>
      <category>cloud</category>
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