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Load Data From PostgreSQL to Snowflake

Overview

Transferring data from PostgreSQL to Snowflake is a multi-step process. The process involves multiple steps, from setting up the Snowflake environment to loading data into Snowflake. Apart from the sequential approach, you must ensure that you leverage the right tools and platforms, as details can vary based Loading data between data warehouses is a standard business requirement within an enterprise ecosystem. To accomplish this task efficiently, employing the appropriate tools and platforms is essential, considering that specific details may vary depending on versions and configurations.

Problem

In a real business case scenario, transferring Loading data from PostgreSQL to Snowflake is manual in a real business case scenario. This data transfer is time-consuming if the data volume is high, and there is always the chance of a human error, which could impact customer relations.

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• Ensure the datatypes are mapped correctly between PostgreSQL and Snowflake.

• Manage the transformations or adjustments needed for schema differences.

• Monitor and optimize performance, especially when you are dealing with large datasets.

• Schedule the transfer based at regular intervals or on a need-case basis.

Solution

Using the Snowflake Snap Pack, you can automate the process of transferring the data from PostgreSQL to Snowflake. This pipeline below covers almost every challenge mentioned above that you might encounter when transferring the data manually.

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In the initial phase, the pipeline truncates any pre-existing table in the Snowflake environment to prevent the creation of multiple tables. Subsequently, a specific table is chosen from the PostgreSQL database for data transfer, and this information is stored in distinct variables through the utilization of the Mapper Snap. The data is then deposited inserted into a newly created table in the Snowflake environment. To ensure the accuracy of the data transfer, the transferred data is retrieved from the Snowflake table for validation.

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Step 1: Configure the Snowflake-Execute Snap with the truncate query to delete the existing tables in Snowflake table if exists.

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Step 2: Configure the PostgreSQL - Select Snap with the required desired table from where you want to transfer data.

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Step 3: Configure the fields in the Mapper Snap as follows. On validation, the Mapper displays all the data that must be transferred.to store the values of desired columns of the table in specific variables as follows:

Step 4: Configure the Snowflake - Insert Snap to insert the extracted data extracted from PostgreSQL into the Snowflake in the C12284263 table created in Snowflake.

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Step 5: Verify if the values have been successfully transferred using the Configure the Snowflake - Select SnapExecute Snap to verify if the data is successfully loaded. On validation, the Snowflake-Execute Snaps Snap displays all the data that has been transferreddesired data in the output preview.

Downloads

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