bq

The bq command-line tool is a Python-based command-line tool for BigQuery. More information: https://cloud.google.com/bigquery/docs/reference/bq-cli-reference.

• Run query against a BigQuery table using standard SQL, add --dry_run flag to estimate the number of bytes read by the query:
  bq query --nouse_legacy_sql 'SELECT COUNT(*) FROM {{DATASET_NAME}}.{{TABLE_NAME}}'
• Run a parameterized query:
  bq query --use_legacy_sql=false --parameter='ts_value:TIMESTAMP:2016-12-07 08:00:00' 'SELECT TIMESTAMP_ADD(@ts_value, INTERVAL 1 HOUR)'
• Create a new dataset or table in the US location:
  bq mk --location=US {{dataset_name}}.{{table_name}}
• List all datasets in a project:
  bq ls --filter labels.{{key}}:{{value}} --max_results {{integer}} --format=prettyjson --project_id {{project_id}}
• Batch load data from a specific file in formats such as CSV, JSON, Parquet, and Avro to a table:
  bq load --location={{location}} --source_format={{CSV|JSON|PARQUET|AVRO}} {{dataset}}.{{table}} {{path_to_source}}
• Copy one table to another:
  bq cp {{dataset}}.{{OLD_TABLE}} {{dataset}}.{{new_table}}
• Print help:
  bq help