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Export from S3 to BigQuery

CloudQuery is an open-source data integration platform that allows you to export data from any source to any destination.

The CloudQuery S3 plugin allows you to sync data from S3 to any destination, including BigQuery. It takes only minutes to get started.

S3
s3
Official
Premium

S3

The CloudQuery S3 source plugin reads parquet files and loads them into any supported CloudQuery destination (e.g. PostgreSQL, BigQuery, Snowflake, and more)

Publisher

cloudquery

Latest version

v1.2.0

Type

Source

Platforms
Date Published

BigQuery
bigquery
Official

BigQuery

The BigQuery plugin syncs data from any CloudQuery source plugin(s) to a BigQuery database running on Google Cloud Platform

Publisher

cloudquery

Repositorygithub.com
Latest version

v4.0.1

Type

Destination

Platforms
Date Published

MacOS Setup

Step 1. Install CloudQuery

brew install cloudquery/tap/cloudquery

Step 2. Log in to CloudQuery CLI

cloudquery login

Step 3. Configure S3 source plugin

You can find more information about the configuration in the plugin documentation

kind: source
spec:
  name: s3

  path: cloudquery/s3
  registry: cloudquery
  version: "v1.2.0"
  tables: ["*"]
  destinations: ["bigquery"]

  spec:
    # TODO: Update it with the actual spec 
    bucket: "<BUCKET_NAME>"
    region: "<REGION>"
    # path_prefix: "" # optional. Only sync files with this prefix
    # concurrency: 50 # optional. Number of files to sync in parallel. Default: 50

Step 4. Configure BigQuery destination plugin

You can find more information about the configuration in the plugin documentation

kind: destination
spec:
  name: bigquery
  path: cloudquery/bigquery
  registry: cloudquery
  version: "v4.0.1"
  write_mode: "append"
  # Learn more about the configuration options at https://cql.ink/bigquery_destination
  spec:
    project_id: ${PROJECT_ID}
    dataset_id: ${DATASET_ID}
    # Optional parameters
    # dataset_location: ""
    # time_partitioning: none # options: "none", "hour", "day"
    # service_account_key_json: ""
    # endpoint: ""
    # batch_size: 10000
    # batch_size_bytes: 5242880 # 5 MiB
    # batch_timeout: 10s

Step 5. Run Sync

cloudquery sync s3.yml bigquery.yml
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