**Architectural Logic**: BigQuery connectivity from Linux involves authentication, client choice, and operational patterns. **Auth**: Service account with GOOGLE_APPLICATION_CREDENTIALS; or gcloud auth application-default login for dev. Store keys in secrets manager (Vault, AWS Secrets Manager)—never in repo. **Clients**: Python (google-cloud-bigquery), bq CLI, JDBC/ODBC drivers....
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