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Data warehouse ⇄ Database

Cloudera Data Platform to Couchbase integration — real-time, two-way sync

Keep Cloudera Data Platform and Couchbase 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 Cloudera Data Platform and Couchbase

Connect Couchbase and Cloudera Data Platform with one live, two-way sync: operational rows flow into the warehouse, and computed results flow back where systems can read them fast.

Operational databases and analytical warehouses want the same data at different moments. Analysts want Couchbase's rows in Cloudera Data Platform, current and joinable, without a change-data-capture pipeline to maintain. Engineers want the outputs of warehouse work, such as aggregates, features, and segments, available in Couchbase where the services that read from it get them at normal query latency.

Stacksync covers both directions with one connection. Tables or collections in Couchbase sync into Cloudera Data Platform in real time, and result tables in Cloudera Data Platform sync back into Couchbase, with schema and type mapping between the two systems handled for you.

Common use cases

  • Publish CRM or ERP records into CDP so enterprise analytics runs alongside existing data lake workloads.
  • Consolidate tables from on-prem and cloud CDP environments into a single cloud warehouse target.
  • Stream document mutations via DCP into downstream systems so caches, search indexes, or warehouses stay current.
  • Two-way sync between Couchbase (serving application data) and a CRM so support and sales teams see live application state.

Operational data in the warehouse, minus the pipeline

Rows from Couchbase land in Cloudera Data Platform as they change, replacing hand-built CDC and batch extract jobs.

Serve warehouse results at database speed

Aggregates or model outputs computed in Cloudera Data Platform sync into Couchbase, where whatever reads from that database gets them without querying the warehouse.

Fresh analytics without loading windows

Because changes stream continuously, analysts query current data instead of waiting for last night's load.

What you can sync between Cloudera Data Platform and Couchbase

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.

Cloudera Data Platform objects Couchbase objects
Impala tables The same metastore tables served through Impala for lower-latency SQL reads. JSON Documents The core records; schemaless JSON keyed by document id, flattened or mapped to relational rows in syncs.
Kudu tables Storage engine tables that support row-level inserts, updates, and deletes. Global Secondary Indexes Indexes that make SQL++ query-based extraction efficient.
Iceberg tables Open table format tables in newer CDP versions, with snapshot metadata usable for incremental reads. XDCR replications Cluster-to-cluster replication streams, useful context when choosing a sync source cluster.
Views SQL views that can present curated, sync-ready projections of raw lake data. Full-text search indexes Search indexes over documents, relevant when syncing searchable content.
Partitions Table partitions (often by date) that incremental extraction jobs use to scope reads. Buckets Top-level data containers, roughly analogous to a database, that scope replication and memory quotas.
Object store / HDFS files Underlying Parquet or ORC files on HDFS or cloud storage backing the tables. Scopes Namespaces inside a bucket used to group collections, similar to schemas.
What ships with Cloudera Data Platform ⇄ Couchbase

Connect Cloudera Data Platform and Couchbase for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Cloudera Data Platform–Couchbase connection.

Real-time

Two-way sync

Changes in Cloudera Data Platform or Couchbase instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Cloudera Data Platform or Couchbase 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 Cloudera Data Platform or Couchbase record.

Observability

Monitoring

Track your Cloudera Data Platform ⇄ Couchbase sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Cloudera Data Platform and Couchbase.

How the Cloudera Data Platform and Couchbase connectors work

Cloudera Data Platform

Integration surface
JDBC/ODBC over Hive and Impala SQL endpoints, plus REST management APIs
Authentication
Kerberos, LDAP, or workload user credentials, often brokered through the Knox gateway
Change detection
Polling via SQL on timestamp or partition columns; no consumer-facing change feed
Capabilities
read · write
Rate limits
Constrained by cluster capacity and admission control rather than API rate limits

Couchbase

Integration surface
SQL++ (N1QL) query service, key-value SDK APIs, and REST management APIs
Authentication
Database credentials with role-based access control, typically over TLS
Change detection
Database Change Protocol (DCP) streams document mutations; SQL++ polling on document fields as an alternative
Capabilities
read · write · CDC
Rate limits
Throughput is bounded by cluster sizing rather than API rate limits
How it works

How to connect Cloudera Data Platform to Couchbase — 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 Cloudera Data Platform and Couchbase 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
    Cloudera Data Platform connected
    Couchbase connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Cloudera Data Platform and Couchbase 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 · Cloudera Data Platform ⇄ Couchbase
    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
    Cloudera Data Platform Couchbase
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Cloudera Data Platform and Couchbase integration FAQ

SECURITY

Security teams love 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.

Learn more about security
SOC 2 type II
ISO 27001
HIPAA BAA
GDPR
CCPA
CSA STAR
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:

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 386 integrations available for Cloudera Data Platform and Couchbase.

Popular · 8 of 386
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