Google BigQuery

Since Camel 2.20

Only producer is supported

The Google Bigquery component provides access to Cloud BigQuery Infrastructure via the Google Client Services API.

The current implementation does not use gRPC.

The current implementation does not support querying BigQuery i.e. is a producer only.

Maven users will need to add the following dependency to their pom.xml for this component:

<dependency>
    <groupId>org.apache.camel</groupId>
    <artifactId>camel-google-bigquery</artifactId>
    <!-- use the same version as your Camel core version -->
    <version>x.x.x</version>
</dependency>

Authentication Configuration

Google BigQuery component authentication is targeted for use with the GCP Service Accounts. For more information please refer to Google Cloud Platform Auth Guide

Google security credentials can be set explicitly via one of the two options:

  • Service Account Email and Service Account Key (PEM format)

  • GCP credentials file location

If both are set, the Service Account Email/Key will take precedence.

Or implicitly, where the connection factory falls back on Application Default Credentials.

OBS! The location of the default credentials file is configurable - via GOOGLE_APPLICATION_CREDENTIALS environment variable.

Service Account Email and Service Account Key can be found in the GCP JSON credentials file as client_email and private_key respectively.

URI Format

        google-bigquery://project-id:datasetId[:tableId]?[options]

Options

The Google BigQuery component supports 5 options, which are listed below.

Name Description Default Type

connectionFactory (producer)

ConnectionFactory to obtain connection to Bigquery Service. If non provided the default one will be used

GoogleBigQueryConnectionFactory

datasetId (producer)

BigQuery Dataset Id

String

lazyStartProducer (producer)

Whether the producer should be started lazy (on the first message). By starting lazy you can use this to allow CamelContext and routes to startup in situations where a producer may otherwise fail during starting and cause the route to fail being started. By deferring this startup to be lazy then the startup failure can be handled during routing messages via Camel’s routing error handlers. Beware that when the first message is processed then creating and starting the producer may take a little time and prolong the total processing time of the processing.

false

boolean

projectId (producer)

Google Cloud Project Id

String

basicPropertyBinding (advanced)

Whether the component should use basic property binding (Camel 2.x) or the newer property binding with additional capabilities

false

boolean

The Google BigQuery endpoint is configured using URI syntax:

google-bigquery:projectId:datasetId:tableId

with the following path and query parameters:

Path Parameters (3 parameters):

Name Description Default Type

projectId

Required Google Cloud Project Id

String

datasetId

Required BigQuery Dataset Id

String

tableId

BigQuery table id

String

Query Parameters (5 parameters):

Name Description Default Type

connectionFactory (producer)

ConnectionFactory to obtain connection to Bigquery Service. If non provided the default one will be used

GoogleBigQueryConnectionFactory

lazyStartProducer (producer)

Whether the producer should be started lazy (on the first message). By starting lazy you can use this to allow CamelContext and routes to startup in situations where a producer may otherwise fail during starting and cause the route to fail being started. By deferring this startup to be lazy then the startup failure can be handled during routing messages via Camel’s routing error handlers. Beware that when the first message is processed then creating and starting the producer may take a little time and prolong the total processing time of the processing.

false

boolean

useAsInsertId (producer)

Field name to use as insert id

String

basicPropertyBinding (advanced)

Whether the endpoint should use basic property binding (Camel 2.x) or the newer property binding with additional capabilities

false

boolean

synchronous (advanced)

Sets whether synchronous processing should be strictly used, or Camel is allowed to use asynchronous processing (if supported).

false

boolean

Message Headers

Name Type Description

CamelGoogleBigQueryTableSuffix

String

Table suffix to use when inserting data

CamelGoogleBigQueryInsertId

String

InsertId to use when inserting data

CamelGoogleBigQueryPartitionDecorator

String

Partition decorator to indicate partition to use when inserting data

CamelGoogleBigQueryTableId

String

Table id where data will be submitted. If specified will override endpoint configuration

Producer Endpoints

Producer endpoints can accept and deliver to BigQuery individual and grouped exchanges alike. Grouped exchanges have Exchange.GROUPED_EXCHANGE property set.

Google BigQuery producer will send a grouped exchange in a single api call unless different table suffix or partition decorators are specified in which case it will break it down to ensure data is written with the correct suffix or partition decorator.

Google BigQuery endpoint expects the payload to be either a map or list of maps. A payload containing a map will insert a single row and a payload containing a list of map’s will insert a row for each entry in the list.

Template tables

Reference: https://cloud.google.com/bigquery/streaming-data-into-bigquery#template-tables

Templated tables can be specified using the GoogleBigQueryConstants.TABLE_SUFFIX header.

I.e. the following route will create tables and insert records sharded on a per day basis:

from("direct:start")
  .header(GoogleBigQueryConstants.TABLE_SUFFIX, "_${date:now:yyyyMMdd}")
  .to("google-bigquery:sampleDataset:sampleTable")

Note it is recommended to use partitioning for this use case.

Partitioning

Reference: https://cloud.google.com/bigquery/docs/creating-partitioned-tables

Partitioning is specified when creating a table and if set data will be automatically partitioned into separate tables. When inserting data a specific partition can be specified by setting the GoogleBigQueryConstants.PARTITION_DECORATOR header on the exchange.

Ensuring data consistency

Reference: https://cloud.google.com/bigquery/streaming-data-into-bigquery#dataconsistency

A insert id can be set on the exchange with the header GoogleBigQueryConstants.INSERT_ID or by specifying query parameter useAsInsertId. As an insert id need to be specified per row inserted the exchange header can’t be used when the payload is a list - if the payload is a list the GoogleBigQueryConstants.INSERT_ID will be ignored. In that case use the query parameter useAsInsertId.

Spring Boot Auto-Configuration

When using google-bigquery with Spring Boot make sure to use the following Maven dependency to have support for auto configuration:

<dependency>
  <groupId>org.apache.camel.springboot</groupId>
  <artifactId>camel-google-bigquery-starter</artifactId>
  <version>x.x.x</version>
  <!-- use the same version as your Camel core version -->
</dependency>

The component supports 11 options, which are listed below.

Name Description Default Type

camel.component.google-bigquery-sql.basic-property-binding

Whether the component should use basic property binding (Camel 2.x) or the newer property binding with additional capabilities

false

Boolean

camel.component.google-bigquery-sql.connection-factory

ConnectionFactory to obtain connection to Bigquery Service. If non provided the default one will be used. The option is a org.apache.camel.component.google.bigquery.GoogleBigQueryConnectionFactory type.

String

camel.component.google-bigquery-sql.enabled

Whether to enable auto configuration of the google-bigquery-sql component. This is enabled by default.

Boolean

camel.component.google-bigquery-sql.lazy-start-producer

Whether the producer should be started lazy (on the first message). By starting lazy you can use this to allow CamelContext and routes to startup in situations where a producer may otherwise fail during starting and cause the route to fail being started. By deferring this startup to be lazy then the startup failure can be handled during routing messages via Camel’s routing error handlers. Beware that when the first message is processed then creating and starting the producer may take a little time and prolong the total processing time of the processing.

false

Boolean

camel.component.google-bigquery-sql.project-id

Google Cloud Project Id

String

camel.component.google-bigquery.basic-property-binding

Whether the component should use basic property binding (Camel 2.x) or the newer property binding with additional capabilities

false

Boolean

camel.component.google-bigquery.connection-factory

ConnectionFactory to obtain connection to Bigquery Service. If non provided the default one will be used. The option is a org.apache.camel.component.google.bigquery.GoogleBigQueryConnectionFactory type.

String

camel.component.google-bigquery.dataset-id

BigQuery Dataset Id

String

camel.component.google-bigquery.enabled

Whether to enable auto configuration of the google-bigquery component. This is enabled by default.

Boolean

camel.component.google-bigquery.lazy-start-producer

Whether the producer should be started lazy (on the first message). By starting lazy you can use this to allow CamelContext and routes to startup in situations where a producer may otherwise fail during starting and cause the route to fail being started. By deferring this startup to be lazy then the startup failure can be handled during routing messages via Camel’s routing error handlers. Beware that when the first message is processed then creating and starting the producer may take a little time and prolong the total processing time of the processing.

false

Boolean

camel.component.google-bigquery.project-id

Google Cloud Project Id

String