topic Re: Implementing a data vault model in databricks can be challenging, but it can significantly improve the manageability of your data, particularly in hea... in Data Engineering https://community.databricks.com/t5/data-engineering/implementing-a-data-vault-model-in-databricks-can-be-challenging/m-p/5495#M1875 <P></P><P><span class="lia-inline-image-display-wrapper" image-alt="data_vault1"><img src="https://community.databricks.com/t5/image/serverpage/image-id/337i96C7FEE431677E35/image-size/large?v=v2&amp;px=999" role="button" title="data_vault1" alt="data_vault1" /></span><span class="lia-inline-image-display-wrapper" image-alt="data_vault2"><img src="https://community.databricks.com/t5/image/serverpage/image-id/324i99D8268AFBA4F4BF/image-size/large?v=v2&amp;px=999" role="button" title="data_vault2" alt="data_vault2" /></span><span class="lia-inline-image-display-wrapper" image-alt="data_vault3"><img src="https://community.databricks.com/t5/image/serverpage/image-id/320iFDBCBB997622E9F1/image-size/large?v=v2&amp;px=999" role="button" title="data_vault3" alt="data_vault3" /></span><span class="lia-inline-image-display-wrapper" image-alt="data_vault4"><img src="https://community.databricks.com/t5/image/serverpage/image-id/318iB9C3A3FE54FF763A/image-size/large?v=v2&amp;px=999" role="button" title="data_vault4" alt="data_vault4" /></span><span class="lia-inline-image-display-wrapper" image-alt="data_vault5"><img src="https://community.databricks.com/t5/image/serverpage/image-id/323iB46A14BDD4F35A2D/image-size/large?v=v2&amp;px=999" role="button" title="data_vault5" alt="data_vault5" /></span><span class="lia-inline-image-display-wrapper" image-alt="data_vault6"><img src="https://community.databricks.com/t5/image/serverpage/image-id/329i0FFD61BFB594420C/image-size/large?v=v2&amp;px=999" role="button" title="data_vault6" alt="data_vault6" /></span></P> Thu, 20 Apr 2023 15:46:08 GMT Hubert-Dudek 2023-04-20T15:46:08Z Implementing a data vault model in databricks can be challenging, but it can significantly improve the manageability of your data, particularly in hea... https://community.databricks.com/t5/data-engineering/implementing-a-data-vault-model-in-databricks-can-be-challenging/m-p/5494#M1874 <P>Implementing a <B>data vault</B> model in <B>databricks</B> can be challenging, but it can significantly improve the manageability of your data, particularly in heavily regulated industries such as banking. While it may involve significant data duplication, duplication of Delta history functions, and much maintenance, the benefits can outweigh the costs. However, it's essential to carefully weigh the advantages and disadvantages before deciding whether to adopt a Data Vault approach in your organization.</P><P></P><P><span class="lia-inline-image-display-wrapper" image-alt="ezgif-4-58a39917b2"><img src="https://community.databricks.com/t5/image/serverpage/image-id/326iA768F091A2E45A16/image-size/large?v=v2&amp;px=999" role="button" title="ezgif-4-58a39917b2" alt="ezgif-4-58a39917b2" /></span></P> Thu, 20 Apr 2023 15:41:41 GMT https://community.databricks.com/t5/data-engineering/implementing-a-data-vault-model-in-databricks-can-be-challenging/m-p/5494#M1874 Hubert-Dudek 2023-04-20T15:41:41Z Re: Implementing a data vault model in databricks can be challenging, but it can significantly improve the manageability of your data, particularly in hea... https://community.databricks.com/t5/data-engineering/implementing-a-data-vault-model-in-databricks-can-be-challenging/m-p/5495#M1875 <P></P><P><span class="lia-inline-image-display-wrapper" image-alt="data_vault1"><img src="https://community.databricks.com/t5/image/serverpage/image-id/337i96C7FEE431677E35/image-size/large?v=v2&amp;px=999" role="button" title="data_vault1" alt="data_vault1" /></span><span class="lia-inline-image-display-wrapper" image-alt="data_vault2"><img src="https://community.databricks.com/t5/image/serverpage/image-id/324i99D8268AFBA4F4BF/image-size/large?v=v2&amp;px=999" role="button" title="data_vault2" alt="data_vault2" /></span><span class="lia-inline-image-display-wrapper" image-alt="data_vault3"><img src="https://community.databricks.com/t5/image/serverpage/image-id/320iFDBCBB997622E9F1/image-size/large?v=v2&amp;px=999" role="button" title="data_vault3" alt="data_vault3" /></span><span class="lia-inline-image-display-wrapper" image-alt="data_vault4"><img src="https://community.databricks.com/t5/image/serverpage/image-id/318iB9C3A3FE54FF763A/image-size/large?v=v2&amp;px=999" role="button" title="data_vault4" alt="data_vault4" /></span><span class="lia-inline-image-display-wrapper" image-alt="data_vault5"><img src="https://community.databricks.com/t5/image/serverpage/image-id/323iB46A14BDD4F35A2D/image-size/large?v=v2&amp;px=999" role="button" title="data_vault5" alt="data_vault5" /></span><span class="lia-inline-image-display-wrapper" image-alt="data_vault6"><img src="https://community.databricks.com/t5/image/serverpage/image-id/329i0FFD61BFB594420C/image-size/large?v=v2&amp;px=999" role="button" title="data_vault6" alt="data_vault6" /></span></P> Thu, 20 Apr 2023 15:46:08 GMT https://community.databricks.com/t5/data-engineering/implementing-a-data-vault-model-in-databricks-can-be-challenging/m-p/5495#M1875 Hubert-Dudek 2023-04-20T15:46:08Z Re: Implementing a data vault model in databricks can be challenging, but it can significantly improve the manageability of your data, particularly in hea... https://community.databricks.com/t5/data-engineering/implementing-a-data-vault-model-in-databricks-can-be-challenging/m-p/5496#M1876 <P>helpful</P> Thu, 04 May 2023 11:22:30 GMT https://community.databricks.com/t5/data-engineering/implementing-a-data-vault-model-in-databricks-can-be-challenging/m-p/5496#M1876 Priyag1 2023-05-04T11:22:30Z