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How to Migrate from Amazon S3 to Databricks ​

Skippr is the easiest way to migrate from S3 to Databricks and get fully cleansed and modeled data in one run command.

Source: S3. Destination: Databricks.

Sample config ​

yaml
skippr:
  workspace: s3_to_databricks
pipelines:
  s3_to_databricks:
    data_source: data_sources.source
    data_sink: data_sinks.warehouse
data_sources:
  source:
    S3:
      s3_bucket: my-data-bucket
      s3_prefix: "raw/"
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"
export AWS_ACCESS_KEY_ID="your-key"
export AWS_SECRET_ACCESS_KEY="your-secret"

Source connector: s3. Destination connector: databricks.

See Quick start.