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How to Migrate from MongoDB to Databricks ​

Skippr is the easiest way to migrate from MongoDB to Databricks and get fully cleansed and modeled data in one run command.

Source: MongoDB. Destination: Databricks.

Sample config ​

yaml
skippr:
  workspace: mongodb_to_databricks
pipelines:
  mongodb_to_databricks:
    data_source: data_sources.source
    data_sink: data_sinks.warehouse
data_sources:
  source:
    Mongodb:
      connection_string: "mongodb://user:pass@host:27017"
      database: mydb
      collection: users
data_sinks:
  warehouse:
    Databricks:
      workspace_url: "${DATABRICKS_HOST}"
      token: "${DATABRICKS_TOKEN}"
      warehouse_id: "${DATABRICKS_WAREHOUSE_ID}"
      catalog: main
      schema: default

Environment ​

bash
export DATABRICKS_HOST="https://myworkspace.cloud.databricks.com"
export DATABRICKS_TOKEN="dapi..."
export DATABRICKS_WAREHOUSE_ID="abc123def456"

Source connector: mongodb. Destination connector: databricks.

See Quick start.