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Accounting and finance ⇄ Data warehouse

Recurly to StarRocks integration — real-time, two-way sync

Keep Recurly and StarRocks 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 Recurly and StarRocks

Land the financial records from Recurly in StarRocks continuously, and write results back, without building or maintaining a pipeline.

Finance data belongs in the warehouse: revenue, invoices, payments, and customers joined with everything else the business measures. Getting it there usually means an extraction pipeline that breaks quietly and delivers yesterday's numbers.

Stacksync syncs Line Items, Coupons and Redemptions, Billing Info, Measured Units and Usage from Recurly into tables in StarRocks in real time, and the connection works in both directions: values computed in StarRocks can be written back to fields in Recurly where you want them operational. Schema changes are handled, API limits are managed, and the sync is something you configure rather than code you maintain.

Common use cases

  • 01 Trigger revenue-recognition or ERP entries when new_subscription and canceled_subscription webhooks fire.
  • 02 Post usage records to Measured Units on metered Subscriptions from a metering database before each bill run.
  • 03 Continuously apply upserts from operational databases into Primary Key tables to keep analytics current
  • 04 Serve customer-facing analytics from SaaS data synced into one analytical store

Common sync patterns

Revenue joined with everything else

Analysts combine Recurly's financial records with product, marketing, or operational data already in StarRocks for reporting the finance system cannot do alone.

Write-back of computed fields

Scores or segments computed in StarRocks, like payment-risk flags or customer tiers, sync back onto records in Recurly where the finance team can act on them.

Queryable history for audit and reconciliation

A continuously synced copy in StarRocks gives you a durable, queryable record of financial data for month-end and audit questions.

What you can sync between Recurly and StarRocks

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.

Recurly objects StarRocks objects How this pairing syncs
Coupons and Redemptions Discount definitions and their application to accounts and subscriptions; read for discount and promotion analysis. Views Logical views for shaping analytical reads. Coupons and Redemptions is specific to Recurly and Views to StarRocks — each maps to any object or custom field on the other side.
Billing Info Tokenized payment method (card/ACH) on an account; written when onboarding customers and read for payment-health signals (never stores raw card numbers). Partitions Time or range partitions that scope loads and retention. Billing Info is specific to Recurly and Partitions to StarRocks — each maps to any object or custom field on the other side.
Measured Units and Usage Metered-billing units; usage records are posted to a subscription before each bill run for consumption-based pricing. Columns Columnar storage with types mapped from source systems during sync. Measured Units and Usage is specific to Recurly and Columns to StarRocks — each maps to any object or custom field on the other side.
Accounts Customer/billing entity records keyed by account_code; the anchor most subscriptions and invoices hang off. Synced two-way with CRM accounts or a customer database. Databases Top-level namespaces addressed exactly as in MySQL clients. Accounts is specific to Recurly and Databases to StarRocks — each maps to any object or custom field on the other side.
Subscriptions Recurring subscription records tied to an Account and a Plan, with state, term, and next-bill date. Core object, synced two-way to drive provisioning and reporting. Tables Defined with a table model (Primary Key, Unique Key, Aggregate, Duplicate Key) that determines update behavior. Subscriptions is specific to Recurly and Tables to StarRocks — each maps to any object or custom field on the other side.
Plans The product and pricing catalog (plan codes, intervals, add-ons); usually mastered in Recurly and read out, or mirrored from a product database. Materialized views Automatically maintained rollups used to accelerate queries on synced data. Plans is specific to Recurly and Materialized views to StarRocks — each maps to any object or custom field on the other side.

How changes propagate between Recurly and StarRocks

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.

Recurly StarRocks Sub-second propagation

DetectionRecurly notifies Stacksync of record changes through webhook events. Webhooks (JSON or XML, one format per endpoint) for account, subscription, payment, and invoice events, plus incremental polling of list endpoints.

DeliveryEach detected change is applied to StarRocks as a row-level write, with types converted between the two schemas.

StarRocks Recurly Interval-based propagation

DetectionStacksync polls StarRocks for changes on an incremental schedule, reading only records changed since the previous pass. Query-based polling when reading.

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

Rate-limit considerations

  • Recurly: Production sites default to 1,000 requests/min with only GET requests counting toward the limit; sandbox sites 400/min with all requests counting; the limit is a sliding 5-minute window, X-RateLimit headers report the quota, and breaches return HTTP 429.
  • StarRocks: Ingestion throughput is bounded by cluster resources rather than API quotas.
What ships with Recurly ⇄ StarRocks

Connect Recurly and StarRocks for flexible, real-time data sync.

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

Real-time

Two-way sync

Changes in Recurly or StarRocks instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Recurly or StarRocks 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 Recurly or StarRocks record.

Observability

Monitoring

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

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Recurly and StarRocks.

How the Recurly and StarRocks connectors work

Recurly

Integration surface
REST API (V3, date-versioned; legacy V2 XML API also exists)
Authentication
API key via HTTP Basic auth (key as username, blank password); keys are per-site, with separate sandbox and production keys
Change detection
Webhooks (JSON or XML, one format per endpoint) for account, subscription, payment, and invoice events, plus incremental polling of list endpoints sorted by updated_at with begin_time/end_time filters
Capabilities
read · write · webhooks
Rate limits
Production sites default to 1,000 requests/min with only GET requests counting toward the limit; sandbox sites 400/min with all requests counting; the limit is a sliding 5-minute window, X-RateLimit headers report the quota, and breaches return HTTP 429.

StarRocks

Integration surface
MySQL wire protocol for SQL; HTTP-based Stream Load API for ingestion
Authentication
Database credentials (MySQL-compatible username/password)
Change detection
Query-based polling when reading; StarRocks is most often the destination side of a sync
Capabilities
read · write
Rate limits
Ingestion throughput is bounded by cluster resources rather than API quotas
How it works

How to connect Recurly to StarRocks — 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 Recurly and StarRocks 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
    Recurly connected
    StarRocks connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Recurly and StarRocks 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 · Recurly ⇄ StarRocks
    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
    Recurly StarRocks
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Recurly and StarRocks 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.

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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:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 429 integrations available for Recurly and StarRocks.

Popular · 6 of 429
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