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Microsoft SQL Server on RDS to Databricks integration

Replicate your Microsoft SQL Server on RDS data into Databricks with Weld. Automatically replicate the tables you choose from Microsoft SQL Server on RDS into Databricks, keeping your analytics layer up to date and ready for querying.

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4.8 on G2
Microsoft SQL Server on RDSSource
WeldWeld
DatabricksWarehouse
Weld · New sync
Microsoft SQL Server on RDSSourceMicrosoft SQL Server on RDSConnected
Tables to sync

Your own tables, picked when you set up the sync.

  • Extract
  • Load
  • Keep in sync
DatabricksDestinationDatabricksReady
sql_server_on_rds schema
  • sql_server_on_rds.Synced
  • sql_server_on_rds.Syncing
  • sql_server_on_rds.Synced
  • sql_server_on_rds.Synced

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How it works

How to set up Microsoft SQL Server on RDS to Databricks in Weld.
In the app, with the API or an agent.

Setup guideAPI guideMCP docs
Weld · New Microsoft SQL Server on RDS sync
Microsoft SQL Server on RDSNew connectionMicrosoft SQL Server on RDSAuthorised
Connection namesql_server_on_rds
AuthorizeOpens Microsoft SQL Server on RDS to grant read access
Use cases

Why replicate Microsoft SQL Server on RDS to Databricks?
Ready for analysis.

Centralizing your Microsoft SQL Server on RDS data in Databricks lets you join it with other data sources for cross-platform analytics and deeper insights.

Build reliable dashboards and reports by querying Microsoft SQL Server on RDS data directly in Databricks using SQL or your preferred BI tool.

Consolidate data from Microsoft SQL Server on RDS alongside other databases and applications in a single cloud data warehouse for a unified analytical layer.

  • Database replication for analytics

    Replicate your Microsoft SQL Server on RDS production data to Databricks without impacting database performance. Query historical data without load on your primary database.

  • Centralized data warehouse

    Bring Microsoft SQL Server on RDS data into Databricks alongside other sources to create a single source of truth for your organization.

  • Automated reporting

    Replace manual exports and spreadsheet-based reporting with automated pipelines from Microsoft SQL Server on RDS to Databricks. Connect BI tools like Looker, Metabase, or Power BI.

Data

What data can you replicate?
From Microsoft SQL Server on RDS to Databricks.

Weld syncs the objects the Microsoft SQL Server on RDS connector exposes into Databricks, and you choose which tables and fields to include. The connector's docs list what is available.

    Weld MCP server

    Ask your agent.
    It queries Databricks for you.

    Connect Claude, Cursor, ChatGPT or your own agent to Weld over MCP. It reads the Microsoft SQL Server on RDS context, finds the tables it needs and runs the query in Databricks.

    Set up the MCP serverClaudeCursorChatGPTGemini
    Claude CodeOpus 5
    >

    Which Microsoft SQL Server on RDS tables do we have in Databricks, and which is the largest?

    Looking up what Weld has synced from Microsoft SQL Server on RDS.

    ●weld·search_available_references
    ⎿raw.sql_server_on_rds.*
    tables, columns and freshness
    ●weld·get_reference_schema
    ⎿columns, types and nullability
    ●weld·run_query
    ⎿select count(*) from {{raw.sql_server_on_rds.…}}
    submitted
    ●weld·get_query_status
    ⎿DONE
    ●weld·get_query_result
    ⎿rows returned
    ✓Answered from Microsoft SQL Server on RDS data in Databricks
    >Ask about your Microsoft SQL Server on RDS data
    Under the hood

    Technical considerations.
    What to expect.

    Incremental syncing
    Weld uses incremental syncing where supported by the Microsoft SQL Server on RDS API, loading only new and updated records to minimize data transfer and warehouse costs.
    Change data capture
    For Microsoft SQL Server on RDS, Weld can use log-based replication (CDC) to capture inserts, updates, and deletes without querying the entire table on every sync.
    Schema handling
    Weld automatically manages schema changes. If Microsoft SQL Server on RDS adds new fields, they're detected and added to the corresponding Databricks tables.
    Data freshness
    Sync frequency depends on your Weld plan. Most connectors support schedules from every 5 minutes up to daily intervals.
    Security
    All data is encrypted in transit (TLS) and at rest. Weld is SOC 2 Type II compliant and supports IP whitelisting for database connections.
    Resources

    Keep reading.
    Guides, docs and schema.

    Documentation

    Microsoft SQL Server on RDS setup guide

    How to connect Microsoft SQL Server on RDS to Weld, step by step.

    Documentation

    Databricks setup guide

    How to connect Databricks to Weld, step by step.

    Connector

    Microsoft SQL Server on RDS connector

    Everything Weld does with Microsoft SQL Server on RDS.

    Connector

    Databricks connector

    Everything Weld does with Databricks.

    FAQ

    Common questions.
    About Microsoft SQL Server on RDS to Databricks.

    Start syncing Microsoft SQL Server on RDS to Databricks.

    Set up your Microsoft SQL Server on RDS data pipeline in minutes. No credit card required. Free for 14 days.

    Microsoft SQL Server on RDSSource
    WeldWeld
    DatabricksWarehouse
    Start for freeTalk to us
    Related

    Related integrations.
    More with Microsoft SQL Server on RDS and Databricks.

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