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Data warehouse ⇄ Business productivity

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

Keep Cloudera Data Platform and eClinicalWorks in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

  • SOC 2 and 6 other compliance frameworks
  • POC with real engineers in minutes

Adopted by fast-scaling companies moving mission-critical data in real time

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Why teams connect Cloudera Data Platform and eClinicalWorks

Get the data locked inside eClinicalWorks into Cloudera Data Platform as live tables, and send results back where eClinicalWorks can use them, without writing a pipeline.

Whatever eClinicalWorks is used for, it accumulates data the rest of the company wants to analyze, and that data usually sits behind an API rather than in the warehouse. Building and babysitting an extraction pipeline is the tax most teams pay for it.

Stacksync syncs Allergies, Immunizations, Documents, Diagnostic reports from eClinicalWorks into tables in Cloudera Data Platform continuously, handling schema, rate limits, and retries. Because the sync is bi-directional, results computed in Cloudera Data Platform can also be written back into fields in eClinicalWorks where the tool can use them.

Common use cases

  • 01 Keep provider directories consistent between eClinicalWorks and scheduling or marketing systems.
  • 02 Push referral or intake data captured in external forms into the EHR via HL7 interfaces.
  • 03 Sync curated CDP tables into an operational Postgres so applications query a low-latency copy instead of hitting the cluster.
  • 04 Publish CRM or ERP records into CDP so enterprise analytics runs alongside existing data lake workloads.

Common sync patterns

Cross-tool reporting

Combine eClinicalWorks's data with data from every other synced system to answer questions no single tool can.

Where eClinicalWorks accepts updates: operational write-back

Segments, scores, or reference values computed in Cloudera Data Platform sync back onto records in eClinicalWorks, putting analysis where the work happens.

History that outlives the tool

A continuously synced copy in Cloudera Data Platform preserves a queryable record even as data ages out of eClinicalWorks or gets changed inside it.

What you can sync between Cloudera Data Platform and eClinicalWorks

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 eClinicalWorks objects How this pairing syncs
Iceberg tables Open table format tables in newer CDP versions, with snapshot metadata usable for incremental reads. Observations Labs and vitals, delivered via FHIR resources or HL7 ORU result messages. Iceberg tables is specific to Cloudera Data Platform and Observations to eClinicalWorks — each maps to any object or custom field on the other side.
Views SQL views that can present curated, sync-ready projections of raw lake data. Medications Prescription and medication-list data within the patient record. Views is specific to Cloudera Data Platform and Medications to eClinicalWorks — each maps to any object or custom field on the other side.
Partitions Table partitions (often by date) that incremental extraction jobs use to scope reads. Allergies Allergy and intolerance entries in the clinical record. Partitions is specific to Cloudera Data Platform and Allergies to eClinicalWorks — each maps to any object or custom field on the other side.
Object store / HDFS files Underlying Parquet or ORC files on HDFS or cloud storage backing the tables. Immunizations Vaccination history exposed for registries and patient apps. Object store / HDFS files is specific to Cloudera Data Platform and Immunizations to eClinicalWorks — each maps to any object or custom field on the other side.
Databases Logical namespaces in the shared Hive Metastore that group tables for access control and syncs. Documents Clinical notes and attachments referenced from the chart. Databases is specific to Cloudera Data Platform and Documents to eClinicalWorks — each maps to any object or custom field on the other side.
Hive tables Warehouse tables queried over JDBC/ODBC; classic managed tables are append-oriented. Diagnostic reports Structured result reports grouping observations for a study or panel. Hive tables is specific to Cloudera Data Platform and Diagnostic reports to eClinicalWorks — each maps to any object or custom field on the other side.

How changes propagate between Cloudera Data Platform and eClinicalWorks

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.

Cloudera Data Platform eClinicalWorks 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 eClinicalWorks through its API, with automatic retries and rate-limit backoff.

eClinicalWorks Cloudera Data Platform Interval-based propagation

DetectionStacksync polls eClinicalWorks for changes on an incremental schedule, reading only records changed since the previous pass. HL7 interface feeds push event messages as they occur.

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

Rate-limit considerations

  • Cloudera Data Platform: Constrained by cluster capacity and admission control rather than API rate limits.
  • eClinicalWorks: Subject to the platform's API rate limits and interface throughput agreements.
What ships with Cloudera Data Platform ⇄ eClinicalWorks

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

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

Real-time

Two-way sync

Changes in Cloudera Data Platform or eClinicalWorks 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 eClinicalWorks 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 eClinicalWorks record.

Observability

Monitoring

Track your Cloudera Data Platform ⇄ eClinicalWorks 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 eClinicalWorks.

How the Cloudera Data Platform and eClinicalWorks 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

eClinicalWorks

Integration surface
FHIR R4 REST API plus HL7 v2 interfaces (ADT, SIU, ORU) through an interface engine
Authentication
OAuth 2.0 / SMART on FHIR for the FHIR API; site-configured credentials for HL7 interface connections
Change detection
HL7 interface feeds push event messages as they occur; the FHIR API is polled
Capabilities
read · write
Rate limits
Subject to the platform's API rate limits and interface throughput agreements
How it works

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

    Choose tables

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

Cloudera Data Platform and eClinicalWorks 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.

Learn more about security
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:

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 369 integrations available for Cloudera Data Platform and eClinicalWorks.

Popular · 8 of 369
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