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Data warehouse ⇄ Database

Azure Synapse Analytics to MarkLogic integration — real-time, two-way sync

Keep Azure Synapse Analytics and MarkLogic 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 Azure Synapse Analytics and MarkLogic

Connect MarkLogic and Azure Synapse Analytics 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 MarkLogic's rows in Azure Synapse Analytics, 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 MarkLogic where the services that read from it get them at normal query latency.

Stacksync covers both directions with one connection. Tables or collections in MarkLogic sync into Azure Synapse Analytics in real time, and result tables in Azure Synapse Analytics sync back into MarkLogic, with schema and type mapping between the two systems handled for you.

Common use cases

  • Consolidate SaaS data alongside lake data so analysts join both through one SQL surface.
  • Load CRM and ERP records into Synapse dedicated SQL pool tables for enterprise reporting.
  • Write updates from operational systems back into the document hub to keep the canonical record current.
  • Keep reference datasets and semantically linked entities aligned across downstream applications.

Offload heavy reads

Point analytical queries at the synced copy in Azure Synapse Analytics and keep MarkLogic focused on its operational workload.

Operational data in the warehouse, minus the pipeline

Rows from MarkLogic land in Azure Synapse Analytics as they change, replacing hand-built CDC and batch extract jobs.

Serve warehouse results at database speed

Aggregates or model outputs computed in Azure Synapse Analytics sync into MarkLogic, where whatever reads from that database gets them without querying the warehouse.

What you can sync between Azure Synapse Analytics and MarkLogic

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.

Azure Synapse Analytics objects MarkLogic objects
Schemas Namespaces that separate staging, integration, and presentation layers. Documents JSON and XML documents, the primary records read from and written to the database.
Materialized views Precomputed aggregates that speed reads of frequently synced result sets. Collections Named groupings used to scope which documents a sync reads or updates.
SQL pools Dedicated or serverless compute contexts that determine how and where queries run. Semantic Triples RDF data stored alongside documents, queryable with SPARQL for linked-data syncs.
Tables (dedicated SQL pool) Distributed warehouse tables that serve as sync destinations for analytics workloads. TDE Views Relational projections of documents that let syncs read document data as SQL rows.
External tables Tables over files in the data lake, queried through serverless SQL and often read-only in syncs. Document Metadata & Properties Permissions, quality, and property fragments carried with each document.
Views Curated projections used when downstream tools should not read base tables directly. Databases & Forests Storage units that define the scope and placement of synced content.
What ships with Azure Synapse Analytics ⇄ MarkLogic

Connect Azure Synapse Analytics and MarkLogic for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Azure Synapse Analytics–MarkLogic connection.

Real-time

Two-way sync

Changes in Azure Synapse Analytics or MarkLogic instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Azure Synapse Analytics or MarkLogic 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 Azure Synapse Analytics or MarkLogic record.

Observability

Monitoring

Track your Azure Synapse Analytics ⇄ MarkLogic sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Azure Synapse Analytics and MarkLogic.

How the Azure Synapse Analytics and MarkLogic connectors work

Azure Synapse Analytics

Integration surface
SQL wire protocol (TDS) with T-SQL for SQL pools; additional Spark and pipeline surfaces exist but syncs use the SQL endpoint
Authentication
SQL authentication or Microsoft Entra ID
Change detection
Polling on watermark columns; Synapse SQL pools do not expose log-based CDC for downstream consumers
Capabilities
read · write

MarkLogic

Integration surface
REST API (Client API), plus SQL/ODBC access over TDE views and Java/Node client libraries
Authentication
Username/password (digest or basic), with certificate-based options
Change detection
No exposed transaction log; polling on document timestamps/metadata, or server-side triggers that record changes for pickup
Capabilities
read · write
How it works

How to connect Azure Synapse Analytics to MarkLogic — 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 Azure Synapse Analytics and MarkLogic 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
    Azure Synapse Analytics connected
    MarkLogic connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Azure Synapse Analytics and MarkLogic 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 · Azure Synapse Analytics ⇄ MarkLogic
    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
    Azure Synapse Analytics MarkLogic
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Azure Synapse Analytics and MarkLogic 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 Azure Synapse Analytics and MarkLogic.

Popular · 8 of 386
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