Real-time
Two-way sync
Changes in Shipwire or Starburst Enterprise instantly reflect in both systems. No stale data, no manual imports.
E-commerce ⇄ Data warehouse
Shipwire to Starburst Enterprise integration — real-time, two-way sync
Keep Shipwire and Starburst Enterprise in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.
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Adopted by fast-scaling companies moving mission-critical data in real time
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Why teams connect Shipwire and Starburst Enterprise
Make Starburst Enterprise the analytics and enrichment layer behind Shipwire: orders, products, and customers stay current in both directions.
Starburst Enterprise is the analytical store where the business joins, models, and reports on its data; Shipwire runs the storefront, catalog, and transactions that generate most of it. The overlap is every record that has to be counted and enriched on one side and acted on the other — and when the bridge is a nightly export, the warehouse reports on yesterday while the store operates without the segments and metrics the warehouse just computed.
Stacksync syncs Views, Materialized views, Columns, Catalogs in Starburst Enterprise with Stock, Receivings, Returns, Purchase Orders in Shipwire field by field, in real time, and in both directions. Transactional records land in the warehouse as they change, computed attributes and cleaned catalog data flow back to the store, and you decide which system owns which fields so Stacksync resolves conflicts by rules you set.
Common use cases
- 01 Consolidate reads from multiple databases behind a single connection instead of maintaining one integration per source
- 02 Write curated or reconciled results back to lakehouse tables through connectors that support inserts
- 03 Pull Returns and tracking.delivered events into a support or analytics database for reverse-logistics and delivery-SLA reporting.
- 04 Two-way sync Orders between a storefront or ERP database and Shipwire so new orders create fulfillment requests and Stacksync writes Trackings and status (processed, submitted, delivered) back.
Common sync patterns
One product catalog
Where both systems hold product or catalog data, cleaned and enriched attributes stay aligned so the store and the warehouse describe the same items.
Inventory and order status reconciled
Stock levels and order or fulfillment status move between Starburst Enterprise and Shipwire so counts and states agree across reporting and operations.
One customer master
Where both systems keep customer records, corrections in either propagate to the other so analytics and the storefront share one identity.
What you can sync between Shipwire and Starburst Enterprise
Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.
| Shipwire objects | Starburst Enterprise objects | How this pairing syncs | |
|---|---|---|---|
| Trackings Shipment tracking numbers and carrier status returned as an Order subresource and surfaced through tracking.created, tracking.updated, and tracking.delivered webhook topics. | Views Engine-level SQL views used to shape federated data before syncing it out. | Trackings is specific to Shipwire and Views to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Rates Shipping cost quotes for a cart or order; read-only, called at checkout time to estimate carrier costs rather than synced as stored records. | Materialized views Precomputed results that make repeated sync reads cheaper. | Rates is specific to Shipwire and Materialized views to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Orders B2C fulfillment orders (create, update, cancel, get) with item, hold, routing, and tracking subresources; typically written from a storefront or ERP and synced back with status and trackings. | Columns Typed per the Trino type system, mapped from each source's native types. | Orders is specific to Shipwire and Columns to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Products Catalog SKUs including kits, virtual kits, and marketplace products; created and edited via API, commonly mastered in a PIM or ERP and pushed into Shipwire with dimensions and pricing. | Catalogs Each catalog maps to a connector (Iceberg, Hive, PostgreSQL, and others) exposing an external source. | Products is specific to Shipwire and Catalogs to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Stock Real-time per-warehouse inventory levels; read-only, pulled into a database or storefront so availability reflects on-hand and backordered quantities. | Schemas Namespaces within a catalog, mirroring the underlying source's databases or schemas. | Stock is specific to Shipwire and Schemas to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Receivings Inbound advance ship notices (ASNs) from suppliers; created and updated via API and reconciled against Purchase Orders as inventory arrives at a warehouse. | Tables Queryable relations; writes pass through to sources whose connectors support them. | Receivings is specific to Shipwire and Tables to Starburst Enterprise — each maps to any object or custom field on the other side. |
How changes propagate between Shipwire and Starburst Enterprise
Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.
Shipwire Starburst Enterprise Sub-second propagation
DetectionShipwire notifies Stacksync of record changes through webhook events. Webhooks (HMAC-SHA256 signed, near real-time) on order, tracking, stock, receiving, return, and product topics.
DeliveryEach detected change is applied to Starburst Enterprise as a row-level write, with types converted between the two schemas.
Starburst Enterprise Shipwire Interval-based propagation
DetectionStacksync polls Starburst Enterprise for changes on an incremental schedule, reading only records changed since the previous pass. Query-based polling.
DeliveryEach detected change is written to Shipwire through its API, with automatic retries and rate-limit backoff.
Rate-limit considerations
- Shipwire: No published per-second request cap; list responses page at 20 items (recommended max ~200) and webhook payloads carry at most 20 items per resource, so large records must be paged via the response next links.
- Starburst Enterprise: Throughput is governed by cluster sizing and resource groups rather than API quotas.
What ships with Shipwire ⇄ Starburst Enterprise
Connect Shipwire and Starburst Enterprise for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Shipwire–Starburst Enterprise connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Shipwire or Starburst Enterprise data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.
At scale
Event queues
Handle millions of events per minute without losing a single Shipwire or Starburst Enterprise record.
Observability
Monitoring
Track your Shipwire ⇄ Starburst Enterprise sync health, view errors, and replay failed events in one click.
Trading partners
EDI
Transform legacy EDI complexity into simple database interactions between Shipwire and Starburst Enterprise.
How the Shipwire and Starburst Enterprise connectors work
Shipwire
- Integration surface
- REST API (v3)
- Authentication
- Bearer token sent as `Authorization: ShipwireKey <token>`; up to two keys are generated per account on the Users and Roles page, refreshable/expirable, over HTTPS only (separate sandbox at api.beta.shipwire.com)
- Change detection
- Webhooks (HMAC-SHA256 signed, near real-time) on order, tracking, stock, receiving, return, and product topics; polling the list endpoints as a fallback (no CDC/log stream)
- Capabilities
- read · write · webhooks
- Rate limits
- No published per-second request cap; list responses page at 20 items (recommended max ~200) and webhook payloads carry at most 20 items per resource, so large records must be paged via the response next links.
Starburst Enterprise
- Integration surface
- ANSI SQL over JDBC/ODBC drivers and the Trino client REST protocol
- Authentication
- Deployment-dependent: username/password, LDAP, OAuth 2.0, or Kerberos
- Change detection
- Query-based polling; Starburst is a query engine and exposes no change log of its own
- Capabilities
- read · write
- Rate limits
- Throughput is governed by cluster sizing and resource groups rather than API quotas
How it works
How to connect Shipwire to Starburst Enterprise — three steps, no code
Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.
- 01
Connect your apps
Authenticate Shipwire and Starburst Enterprise with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
Shipwire
connected
Starburst Enterprise
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Shipwire and Starburst Enterprise objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.
objects · Shipwire ⇄ Starburst EnterpriseCustomers 12,480Sales Orders 8,213Invoices 5,902Items 1,344 - 03
Map fields
Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.
Shipwire Starburst EnterpriseCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Shipwire and Starburst Enterprise integration FAQ
-
Yes. Stacksync provides a managed, real-time two-way integration between Shipwire and Starburst Enterprise: authenticate both systems, choose the objects to sync (such as Shipwire's Trackings and Rates), map fields visually, and changes propagate both ways in milliseconds — no code required.
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Yes — Stacksync ships production-grade connectors for both Shipwire and Starburst Enterprise. The connectors handle authentication, schema detection, rate limits, and retries; you configure the sync, and Stacksync operates it.
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Change detection on Shipwire: Webhooks (HMAC-SHA256 signed, near real-time) on order, tracking, stock, receiving, return, and product topics; polling the list endpoints as a fallback (no CDC/log stream). On Starburst Enterprise: Query-based polling; Starburst is a query engine and exposes no change log of its own. Each detected change propagates to the other side in milliseconds, with field-level conflict resolution and an inspectable event log.
-
On the Starburst Enterprise side: Views, Materialized views, Columns, Catalogs, plus custom fields where Starburst Enterprise exposes them. On the Shipwire side: Stock, Receivings, Returns, Purchase Orders. Stacksync auto-detects both schemas and converts types between the two systems.
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Yes. Each object mapping can be bidirectional or restricted to a single direction (both systems accept writes). Read-only mirrors, one-way pushes, and full two-way sync can be mixed in the same integration.
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Common patterns for Shipwire and Starburst Enterprise: One product catalog; Inventory and order status reconciled; One customer master. Where both systems hold product or catalog data, cleaned and enriched attributes stay aligned so the store and the warehouse describe the same items.
SECURITY
Security teams trust Stacksync
As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.
SOC 2 Type II
ISO 27001
HIPAA BAA
GDPR
CCPA
DPF US-EU-UK-CH
→ SECURITY WITH BENEFITS
SSO & SCIM
Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.
Alerts
Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.
Secure connection options
Securely connects to your systems with:
Related integrations
Every pair below is a real-time, two-way sync. Search all 394 integrations available for Shipwire and Starburst Enterprise.
Popular · 7 of 394
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Shipwire ⇄ Azure Synapse Analytics -
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Starburst Enterprise ⇄ Magento -
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Starburst Enterprise ⇄ Akeneo
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