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Snowflake to Databricks integration

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

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4.8 on G2
SnowflakeSource
WeldWeld
DatabricksWarehouse
Weld · New sync
SnowflakeSourceSnowflakeConnected
Tables to sync

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

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

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How it works

How to set up Snowflake to Databricks in Weld.
In the app, with the API or an agent.

API guideMCP docs
Weld · Data warehouse
DatabricksData warehouseDatabricksConnected
Data locationChosen when you connect
CredentialsService account or key, stored encrypted
Use cases

Why replicate Snowflake to Databricks?
Ready for analysis.

Centralizing your Snowflake 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 Snowflake data directly in Databricks using SQL or your preferred BI tool.

Consolidate data from Snowflake alongside other databases and applications in a single cloud data warehouse for a unified analytical layer.

  • Database replication for analytics

    Replicate your Snowflake production data to Databricks without impacting database performance. Query historical data without load on your primary database.

  • Centralized data warehouse

    Bring Snowflake 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 Snowflake to Databricks. Connect BI tools like Looker, Metabase, or Power BI.

Data

What data can you replicate?
From Snowflake to Databricks.

Weld syncs the objects the Snowflake 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 Snowflake context, finds the tables it needs and runs the query in Databricks.

    Set up the MCP serverClaudeCursorChatGPTGemini
    Claude CodeOpus 5
    >

    Which Snowflake tables do we have in Databricks, and which is the largest?

    Looking up what Weld has synced from Snowflake.

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

    Technical considerations.
    What to expect.

    Incremental syncing
    Weld uses incremental syncing where supported by the Snowflake API, loading only new and updated records to minimize data transfer and warehouse costs.
    Change data capture
    For Snowflake, 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 Snowflake 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

    Databricks setup guide

    How to connect Databricks to Weld, step by step.

    Connector

    Snowflake connector

    Everything Weld does with Snowflake.

    Connector

    Databricks connector

    Everything Weld does with Databricks.

    FAQ

    Common questions.
    About Snowflake to Databricks.

    Still have a question?
    Talk to us

    Start syncing Snowflake to Databricks.

    Set up your Snowflake data pipeline in minutes. No credit card required. Free for 14 days.

    SnowflakeSource
    WeldWeld
    DatabricksWarehouse
    Start for freeTalk to us
    Related

    Related integrations.
    More with Snowflake and Databricks.

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