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How to Migrate from Amazon S3 to Google BigQuery ​

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

Source: S3. Destination: BigQuery.

Sample config ​

yaml
skippr:
  workspace: s3_to_bigquery
pipelines:
  s3_to_bigquery:
    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:
    Bigquery:
      project: my-gcp-project
      dataset: raw_data
      location: US

Environment ​

bash
export GOOGLE_APPLICATION_CREDENTIALS="/path/to/service-account.json"
export AWS_ACCESS_KEY_ID="your-key"
export AWS_SECRET_ACCESS_KEY="your-secret"

Source connector: s3. Destination connector: bigquery.

See Quick start.