Shopify For ELT/ETL

Connector

Shopify Connector

If you’re looking for a simple, reliable way to move your Shopify data into BigQuery, Snowflake, Amazon Redshift, MySQL, and other destinations, Saras Daton’s Shopify Connector is built for you. Get started in minutes (no credit card required) and let Saras Daton handle the APIs, table mapping, data replication, and end-to-end integration—so your team can focus on using the data, not stitching it together.

Shopify Connector Documentation 

See below for the list of supported tables or find the detailed documentation about prerequisites, workflow, integration setup details and reference source API documentation for Shopify and Saras Daton by checking this link – Shopify Data Connector Documentation

Tables/APIs Supported

In addition to Shopify, Saras Daton can extract data from various sources such as sales and marketing applications, databases, analytics platforms, payment platforms, and much more. Saras Daton will ensure that you have a way to bring any data to the desired destination and generate relevant insights.

Check our sources page for all the eCommerce data connectors that we support. If you have a custom requirement, you can request a connector, and we will build that connector for free.

Move Shopify Data to your Warehouse

Here, we will focus on integrating Shopify data into a data warehouse of choice:

                                                           
  • Shopify to BigQuery                                                                        
  •                                                                
  • Shopify to AWS Redshift                                                                        
  •                                                                
  • Shopify to ADW                                                                        
  •                                                                
  • Shopify to Snowflake                                                                        
  •                                                                
  • Shopify to Amazon S3                                                                        
  •                                                                
  • Shopify to GCP MySQL                                                                        
  •                                                                
  • Shopify to GCP Postgres                                                                        
  •                                                                
  • Shopify to RDS Postgres                                                                        
  •                                                                
  • Shopify to RDS MySQL                                                                        
  •                                                

4 Easy Steps for Shopify ELT/ETL

Step 1

In just minutes, you can seamlessly integrate Shopify with Saras Daton and focus on analysis rather than worry about the data replication process.

Signup to Saras Daton – Create your free account and activate the 14-day trial period

Daton free trial

Step 2

Select and authenticate your Data Destination from the available destinations

Move data to bigquery, redshift, snowflake, mysql

Step 3

Select and authenticate Shopify from our 100+ sources

Shopify connector for etl/elt

Step 4

Let Saras Daton do the heavy-lifting for you and you can focus on generating insights to grow your business

eCommerce ETL

How to Replicate Shopify to Redshift

There are two ways in which you can replicate Shopify data to Amazon Redshift warehouse.

Build your data pipeline – Building an in-house data pipeline needs a lot of experience, time and manpower with higher chances of errors. You need to extract data using Shopify APIs & then connect it properly with the Amazon Redshift data warehouse.

Saras Daton offers the quickest way to move Shopify data into Amazon Redshift without engineering effort. With built-in connectors and automated schema handling for Redshift, Saras Daton eliminates the complexity of managing APIs or maintaining pipelines. Setup takes only a few clicks, and your Redshift tables begin populating within hours—no coding, no infrastructure, and no workflow maintenance. Its intuitive UI lets analysts configure syncs, manage schedules, and monitor loads effortlessly, ensuring your Shopify data always lands in Redshift in the right structure.

How to replicate Shopify to Snowflake

There are two ways in which you can replicate Shopify to snowflake warehouse.

  • Build Your Data Pipeline

This process needs much experience and consumes a lot of time and effort. The chances of errors are more. You need to extract data using Shopify APIs & then connect it correctly with the Snowflake data warehouse. The whole process to build a data pipeline on its own is quite challenging.

  • Use Saras Daton to integrate Shopify & Snowflake

Saras Daton streamlines Shopify → Snowflake integration with fully managed data pipelines optimized for Snowflake’s architecture. It handles incremental loads, schema evolution, and warehouse-friendly formatting automatically, making it ideal for teams who want fast analytics without engineering overhead. Configuration is simple and requires only a few clicks, after which Saras Daton keeps your Shopify data flowing into Snowflake continuously. Analysts get clean, analysis-ready data without writing code or managing backend systems, unlocking faster reporting and insights on Snowflake.

What Saras Daton takes care of:

Saras Daton simplifies your Shopify data pipeline by managing every technical detail behind extraction, loading, and maintenance—so your workflows stay fast, accurate, and effortless.

  • Authentication: Automatically handles secure authentication with Shopify and your data warehouse, so you never manage credentials manually.
  • Rate Limits: Smartly manages Shopify API rate limits to ensure uninterrupted data syncs without throttling or failures.
  • Sampling: Supports sampling options when you want to validate data structures or test pipelines before full loads.
  • Historical Data Load: Fetches complete historical Shopify data so you can build accurate reports from day one.
  • Incremental Data Load: Syncs only new and updated records, ensuring faster, cost-efficient, and real-time-ready pipelines.
  • Table Creation, Deletion and Reloads: Automatically creates, updates, or reloads tables in your warehouse—eliminating manual schema work.
  • Refreshing Access Tokens: Keeps your Shopify connections active by automatically refreshing expired access tokens.
  • Notifications: Sends alerts for job runs, failures, delays, or anomalies so you always know the health of your data pipeline.

and these are only some of the capabilities Saras Daton offers—there are many more features built to ensure analysts can stay focused on meaningful analysis instead of worrying about the accuracy, freshness, or reliability of the data delivered to them.

Why Saras Daton’s Shopify Connector Is the Smarter Way to Own Your Ecommerce Data

Shopify enables businesses of all sizes to build, run, and scale their online stores—supported by powerful features like Shopify POS for in-store selling. But as ecommerce teams rely on dozens of apps across customer support, inventory, ads, payments, and more, integrating all that data into a warehouse becomes increasingly complex. ETL platforms like Saras Daton simplify this by eliminating the time and effort required to consolidate massive datasets from multiple sources.

To stay ahead of rising competition, online retailers need quick, reliable access to unified data so they can make informed, data-driven decisions. With Saras Daton–powered solutions, ecommerce brands and agencies can finally own their data and reporting with ease. Talk to our Data Consultants to understand how you can streamline your Shopify data and unlock faster insights for your business.

Other articles by Saras Analytics

  1. Shopify to Amazon Redshift ETL
  2. Shopify to Google BigQuery ETL
  3. Shopify to Snowflake ETL
  4. Shopify Reports

Table of Contents

Frequently Asked Questions (FAQs)

Do I need to know Shopify API or coding to move data to my warehouse?
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No, with our no-code cloud data pipeline you can start replicating your Shopify data in just few minutes.

What is the easiest way to connect Shopify to BigQuery?
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You can connect Shopify to Bigquery in 4 simple steps and process up to 5 million rows for free. No credit card required!

Which data warehouses do you support?
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If you are looking to connect Shopify to Snowflake, Redshift, MySQL or any other data warehouse, we got you covered.

Why should we choose Daton for our ETL/ELT requirements?
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Our robust data connectors, transparent pricing, and comprehensive coverage of eCommerce ecosystem will accelerate your data and analytics journey. Contact us or start your free trial to know more.

How to integrate Shopify to Amazon Redshift?
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You can integrate Shopify to Amazon Redshift with Daton and focus on analysis rather than worry about the data replication process. You can connect Shopify to Redshift and monitor by adjusting the ETL process as needed based on changing data requirements.

 

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