Shopify Plus to Azure SQL Database integration

Connect Shopify Plus to Azure SQL Database and automatically sync your ecommerce platform data.

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Shopify Plus

Data source

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CONNECTOR SOURCE

Shopify Plus to Azure SQL Database

Connect Shopify Plus to Azure SQL Database and automatically sync your ecommerce platform data. Weld extracts Orders, Products, Customers, and Inventory from Shopify Plus, loads them into Azure SQL Database, and lets you transform the data using SQL or dbt, no custom scripts required.

Shopify Plus data schema

Open full-page schema explorer

94tables

1482fields

59relationships

order_customer_journey_summary

buyer_accepts_marketing

billing_address_phone

string

billing_address_country

string

abandoned_checkout_line

abandoned_checkout_tax_line

price_set_shop_money_amount

double

price_set_shop_money_currency_code

string

price_set_presentment_money_amount

double

price_set_presentment_money_currency_code

balance_transaction_adjustments_orders

balance_transaction_id

customer_display_name

company_location_catalog

customer_tax_exemption

shipping_address_phone

string

shipping_address_country

string

shipping_address_name

string

shipping_address_address1

string

shipping_address_longitude

double

shipping_address_address2

string

draft_order_note_attribute

draft_order_line_tax_line

estimated_delivery_at

date

fulfillment_created_at

date

fulfillment_updated_at

country_code_of_origin

string

created_at

date

province_code_of_origin

inventory_level_quantities

total_amount_presentment_money_amount

string

total_amount_presentment_money_currency_code

string

total_amount_shop_money_amount

string

total_amount_shop_money_currency_code

string

order_customer_journey_summary

order_customer_journey_summary_moment

order_customer_journey_summary_visit

order_customer_journey_summary_visit_marketing_event

marketing_channel_type

definition_description

order_returns_line_items

fulfillment_line_item_id

string

index

double

fulfillment_line_item_line_item_id

string

_weld_synced

date

order_returns_exchange_line_items

order_risk_assessment

order_risk_assessment_fact

order_id

long

assessment_provider_name

shipping_address_phone

string

shipping_address_country

string

shipping_address_name

string

shipping_address_address1

string

shipping_address_longitude

double

shipping_address_address2

string

shipping_address_last_name

receipt_authorization

fulfillment_order_line

fulfillment_order_line_property

total_duties_set_shop_money_amount

string

total_duties_set_shop_money_currency

string

total_duties_set_presentment_money_amount

string

total_duties_set_presentment_money_currency

amount_set_shop_money_amount

double

amount_set_shop_money_currency

string

amount_set_presentment_money_amount

double

amount_set_presentment_money_currency

total_tax_set_shop_money_amount

double

total_tax_set_shop_money_currency

price_set_shop_money_amount

double

price_set_shop_money_currency_code

string

price_set_presentment_money_amount

double

order_shipping_tax_line

order_shipping_line_id

price_set_shop_money_amount

double

price_set_shop_money_currency_code

string

price_set_presentment_money_amount

double

price_set_presentment_money_currency_code

amount_set_shop_money_amount

double

amount_set_shop_money_currency_code

string

amount_set_presentment_money_amount

double

amount_set_presentment_money_currency_code

string

discount_application_index

payment_dispute_evidence

customer_email_address

dispute_shipping_address_address1

string

dispute_shipping_address_address2

business_entity_shopify_payments_account_id

string

business_entity_legal_entity_id

string

business_entity_archived

boolean

business_entity_company_name

string

business_entity_display_name

string

business_entity_primary

boolean

business_entity_address_address_1

prerequisite_quantity_range

long

prerequisite_shipping_price_range

double

price_rule_prereq_product

price_rule_prereq_collection

price_rule_prereq_variant

price_rule_prereq_customer

price_rule_prereq_saved_search

price_rule_ent_variant

price_rule_ent_product

price_rule_ent_country

price_rule_ent_collection

product_variant_option

product_variant_metafield

product_variant_contextual_pricing

contextual_pricing_compare_at_price_amount

double

contextual_pricing_compare_at_price_currency_code

string

contextual_pricing_price_amount

double

contextual_pricing_price_currency_code

supports_future_publishing

payment_details_credit_card_number

string

payment_details_credit_card_company

flat_fee_currency_code

tax_amount_currency_code

translatable_resource

Open full-page schema explorer

Everything you need to get started

Shopify Plus

Setup guide Data schema94 tables Connector page

Azure SQL Database

Setup guide Connector page

Weld Connect API

Set up programmatically

Use the Weld Connect REST API to create Shopify Plus connections, configure ELT syncs, and manage pipelines entirely through code. Built for embedding, automation, and CI/CD workflows.

Explore Weld Connect API reference

POST/elt_syncs

# Create a Shopify Plus ELT sync
curl -X POST https://connect.weld.app/elt_syncs \
  -H "x-api-key: $API_KEY" \
  -d '{
    "connection_id": "conn_abc123",
    "integration_id": "shopify-plus",
    "destination_schema_name": "shopify-plus_data",
    "sync_interval": "0 * * * *"
  }'
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FAQs

How do I sync Shopify Plus data to Azure SQL Database?

Sign up for Weld, connect Shopify Plus as a source and Azure SQL Database as a destination. Weld handles the extraction, loading, and lets you transform data using SQL or dbt.

What Shopify Plus data can I sync to Azure SQL Database?

You can sync Orders, Products, Customers, Inventory, and Transactions. The available objects depend on your Shopify Plus account permissions and configuration.

How often does Weld sync data from Shopify Plus?

Sync frequency depends on your Weld plan. Schedules range from every 5 minutes to daily intervals. Each sync processes only new and changed data.

Can I transform Shopify Plus data before it lands in Azure SQL Database?

Yes. Weld supports SQL-based transformations in the platform and integrates with dbt Cloud. You can clean, join, and model your data before analysis.

Is the Shopify Plus to Azure SQL Database integration secure?

Yes. Weld encrypts all data in transit and at rest, is SOC 2 Type II certified, and supports IP whitelisting. Credentials are stored encrypted and never logged.

Can I also sync data from Azure SQL Database to Shopify Plus?

Yes. Weld supports both directions. You can use reverse ETL to push data back into Shopify Plus.