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How to Migrate from MongoDB to Google BigQuery ​

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

Source: MongoDB. Destination: BigQuery.

Sample config ​

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

Environment ​

bash
export GOOGLE_APPLICATION_CREDENTIALS="/path/to/service-account.json"

Source connector: mongodb. Destination connector: bigquery.

See Quick start.