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Storage ⇄ Data warehouse

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

Keep Box and Cloudera Data Platform 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 Box and Cloudera Data Platform

Bridge query-ready tables and stored files: Cloudera Data Platform and Box keep the same records in step, in real time, in both directions.

Cloudera Data Platform keeps the tables and query results a business reports on; Box keeps the raw files, documents, and objects that the same business produces and shares. The two overlap wherever a dataset lives as both — a file dropped in Box that has to become rows in Cloudera Data Platform, or a result in Cloudera Data Platform that people downstream need back as a file in Box. When that overlap is bridged by manual export and import or an overnight job, one side spends the day working from a stale copy.

Stacksync syncs Kudu tables, Iceberg tables, Views, Partitions in Cloudera Data Platform with Users, Groups, Tasks, Events in Box field by field, in real time, and in both directions. You decide which system owns which fields; Stacksync keeps every copy consistent and resolves conflicts by rules you set.

Common use cases

  • 01 Consolidate tables from on-prem and cloud CDP environments into a single cloud warehouse target.
  • 02 Sync curated CDP tables into an operational Postgres so applications query a low-latency copy instead of hitting the cluster.
  • 03 Provision and deprovision Users, Groups, and Collaborations from an HR system or IdP so Box access follows onboarding and offboarding.
  • 04 Push generated documents from an ERP or contract system into Box Folders with the right Collaborations applied for the deal team.

Common sync patterns

Where Box holds the file inventory: make it queryable

The catalog of documents, owners, and folders in Box appears as Kudu tables, Iceberg tables, Views, Partitions in Cloudera Data Platform, so file metadata can be joined against the rest of your data and reported on.

Where Cloudera Data Platform computes the labels: push them onto the files

Classifications, scores, or status derived in Cloudera Data Platform are written back onto the matching Users, Groups, Tasks, Events in Box as metadata or tags, so the file store reflects what analytics decided.

Where Box receives the raw files: land them as query-ready rows

Files and exports that arrive in Box are parsed into Kudu tables, Iceberg tables, Views, Partitions in Cloudera Data Platform as they land, so analysts query current data instead of waiting on the next scheduled load.

What you can sync between Box and Cloudera Data Platform

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.

Box objects Cloudera Data Platform objects How this pairing syncs
Events Enterprise admin event stream, an audit log of uploads, deletes, logins, and shares across the account; read-only, consumed for reporting or change feeds. Kudu tables Storage engine tables that support row-level inserts, updates, and deletes. Events is specific to Box and Kudu tables to Cloudera Data Platform — each maps to any object or custom field on the other side.
Files Core content object with versions, name, size, and metadata; synced two-way so files and their attributes move between Box and a database or another store. Iceberg tables Open table format tables in newer CDP versions, with snapshot metadata usable for incremental reads. Files is specific to Box and Iceberg tables to Cloudera Data Platform — each maps to any object or custom field on the other side.
Folders Hierarchical containers whose tree, names, and parent moves are mirrored so a target system reflects Box's structure; the account root is always folder ID 0. Views SQL views that can present curated, sync-ready projections of raw lake data. Folders is specific to Box and Views to Cloudera Data Platform — each maps to any object or custom field on the other side.
Metadata Structured key-value instances attached to files and folders via metadata templates; synced two-way with database columns for classification and search. Partitions Table partitions (often by date) that incremental extraction jobs use to scope reads. Metadata is specific to Box and Partitions to Cloudera Data Platform — each maps to any object or custom field on the other side.
Collaborations Access grants linking a user or group to a file or folder with a role such as viewer, editor, or co-owner; written to manage sharing programmatically. Object store / HDFS files Underlying Parquet or ORC files on HDFS or cloud storage backing the tables. Collaborations is specific to Box and Object store / HDFS files to Cloudera Data Platform — each maps to any object or custom field on the other side.
Users Managed and app users in the enterprise; provisioned, updated, and deprovisioned to keep Box access aligned with an HR or identity source. Databases Logical namespaces in the shared Hive Metastore that group tables for access control and syncs. Users is specific to Box and Databases to Cloudera Data Platform — each maps to any object or custom field on the other side.

How changes propagate between Box and Cloudera Data Platform

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.

Box Cloudera Data Platform Sub-second propagation

DetectionBox notifies Stacksync of record changes through webhook events. V2 webhooks fire on triggers such as FILE.UPLOADED, FILE.TRASHED, and METADATA_INSTANCE.UPDATED.

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

Cloudera Data Platform Box Interval-based propagation

DetectionStacksync polls Cloudera Data Platform for changes on an incremental schedule, reading only records changed since the previous pass. Polling via SQL on timestamp or partition columns.

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

Rate-limit considerations

  • Box: Per user: 1,000 API calls per minute and 240 file uploads per minute; exceeding limits returns HTTP 429 with a Retry-After header. Box Business plans also carry a licensed monthly API-call allotment per enterprise.
  • Cloudera Data Platform: Constrained by cluster capacity and admission control rather than API rate limits.
What ships with Box ⇄ Cloudera Data Platform

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

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

Real-time

Two-way sync

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

No-code + pro-code

Workflow automation

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

Observability

Monitoring

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

Trading partners

EDI

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

How the Box and Cloudera Data Platform connectors work

Box

Integration surface
REST API (api.box.com/2.0), plus the Events API and V2 Webhooks
Authentication
OAuth 2.0 for user-delegated access, or server-to-server auth via JWT (RSA keypair) or Client Credentials Grant (CCG) using a Box app; short-lived developer tokens for testing
Change detection
V2 webhooks fire on triggers such as FILE.UPLOADED, FILE.TRASHED, and METADATA_INSTANCE.UPDATED; the Events API (user stream via long-poll by stream_position, or enterprise/admin events) provides a near-real-time change feed
Capabilities
read · write · webhooks
Rate limits
Per user: 1,000 API calls per minute and 240 file uploads per minute; exceeding limits returns HTTP 429 with a Retry-After header. Box Business plans also carry a licensed monthly API-call allotment per enterprise.

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
How it works

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

    Choose tables

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

Box and Cloudera Data Platform 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

Every pair below is a real-time, two-way sync. Search all 427 integrations available for Box and Cloudera Data Platform.

Popular · 7 of 427
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