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Data warehouse ⇄ E-commerce

Rockset to Shipwire integration — real-time, two-way sync

Keep Rockset and Shipwire 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 Rockset and Shipwire

Make Rockset the analytics and enrichment layer behind Shipwire: orders, products, and customers stay current in both directions.

Rockset 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 Workspaces, Query Lambdas, Aliases, Integrations in Rockset with Rates, Orders, Products, Stock 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 Serve real-time dashboards over CRM and ERP records synced from operational databases.
  • 02 Sync Postgres or DynamoDB tables into collections for low-latency aggregations without loading a batch warehouse.
  • 03 Sync Receivings (advance ship notices) and reconcile them against Purchase Orders so inbound supplier shipments are visible as they land.
  • 04 Pull Returns and tracking.delivered events into a support or analytics database for reverse-logistics and delivery-SLA reporting.

Common sync patterns

One customer master

Where both systems keep customer records, corrections in either propagate to the other so analytics and the storefront share one identity.

Live analytics on store activity

Orders, products, and customer records from Shipwire land in Rockset as they change, so dashboards and models read current data instead of last night's export.

Where Shipwire accepts writes: push computed attributes back

Segments, lifetime value, and scores built in Rockset write onto the matching records in Shipwire, so merchandising and messaging act on warehouse logic.

What you can sync between Rockset and Shipwire

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.

Rockset objects Shipwire objects How this pairing syncs
Integrations Managed source connections (databases, streams, object storage) feeding collections. 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. Integrations is specific to Rockset and Products to Shipwire — each maps to any object or custom field on the other side.
Virtual Instances Isolated compute units that separate ingest from query workloads. Stock Real-time per-warehouse inventory levels; read-only, pulled into a database or storefront so availability reflects on-hand and backordered quantities. Virtual Instances is specific to Rockset and Stock to Shipwire — each maps to any object or custom field on the other side.
Collections Schemaless document containers that ingested and synced records land in. Receivings Inbound advance ship notices (ASNs) from suppliers; created and updated via API and reconciled against Purchase Orders as inventory arrives at a warehouse. Collections is specific to Rockset and Receivings to Shipwire — each maps to any object or custom field on the other side.
Documents JSON records addressable by _id, written via the Write API in sync pipelines. Returns Return orders raised against existing Orders; created via API and read back into support or analytics systems for reverse-logistics tracking. Documents is specific to Rockset and Returns to Shipwire — each maps to any object or custom field on the other side.
Workspaces Namespaces that group collections and query lambdas per team or environment. Purchase Orders B2B orders with retailer-specific routing and compliance fields; managed via API alongside receivings for wholesale and marketplace fulfillment. Workspaces is specific to Rockset and Purchase Orders to Shipwire — each maps to any object or custom field on the other side.
Query Lambdas Named, parameterized SQL queries invoked over REST to read synced data. Trackings Shipment tracking numbers and carrier status returned as an Order subresource and surfaced through tracking.created, tracking.updated, and tracking.delivered webhook topics. Query Lambdas is specific to Rockset and Trackings to Shipwire — each maps to any object or custom field on the other side.

How changes propagate between Rockset and Shipwire

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.

Rockset Shipwire Interval-based propagation

DetectionStacksync polls Rockset for changes on an incremental schedule, reading only records changed since the previous pass. Polling via SQL queries on timestamp fields.

DeliveryEach detected change is written to Shipwire through its API, with automatic retries and rate-limit backoff.

Shipwire Rockset 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 Rockset as a row-level write, with types converted between the two schemas.

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.
What ships with Rockset ⇄ Shipwire

Connect Rockset and Shipwire for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Rockset–Shipwire connection.

Real-time

Two-way sync

Changes in Rockset or Shipwire instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Rockset or Shipwire 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 Rockset or Shipwire record.

Observability

Monitoring

Track your Rockset ⇄ Shipwire sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Rockset and Shipwire.

How the Rockset and Shipwire connectors work

Rockset

Integration surface
REST API (SQL over HTTP, plus a document Write API)
Authentication
API key
Change detection
Polling via SQL queries on timestamp fields; ingestion-side change capture is handled by Rockset's managed source connectors
Capabilities
read · write

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.
How it works

How to connect Rockset to Shipwire — 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.

  1. 01

    Connect your apps

    Authenticate Rockset and Shipwire with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    Rockset connected
    Shipwire connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Rockset and Shipwire 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.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · Rockset ⇄ Shipwire
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    Rockset Shipwire
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
FAQ

Rockset and Shipwire integration FAQ

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

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