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Query Google BigQuery | BigQuery | Use [`sql.from()`](/flux/v0/stdlib/sql/from/) with the `bigquery` driver to query Google BigQuery. |
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```js import "sql" sql.from( driverName: "bigquery", dataSourceName: "bigquery://projectid/?apiKey=mySuP3r5ecR3tAP1K3y", query: "SELECT * FROM exampleTable", ) ``` |
To query Google BigQuery with Flux:
-
Import the
sql
package. -
Use
sql.from()
and provide the following parameters:- driverName: bigquery
- dataSourceName: See data source name
- query: SQL query to execute
import "sql"
sql.from(
driverName: "bigquery",
dataSourceName: "bigquery://projectid/?apiKey=mySuP3r5ecR3tAP1K3y",
query: "SELECT * FROM exampleTable",
)
BigQuery data source name
The bigquery
driver uses the following DSN syntaxes (also known as a connection string):
bigquery://projectid/?param1=value¶m2=value
bigquery://projectid/location?param1=value¶m2=value
Common BigQuery URL parameters
- dataset - BigQuery dataset ID. When set, you can use unqualified table names in queries.
BigQuery authentication parameters
The Flux BigQuery implementation uses the Google Cloud Go SDK. Provide your authentication credentials using one of the following methods:
-
Set the
GOOGLE_APPLICATION_CREDENTIALS
environment variable to identify the location of your credential JSON file. -
Provide your base-64 encoded service account, refresh token, or JSON credentials using the credentials URL parameter in your BigQuery DSN.
Example credentials URL parameter
bigquery://projectid/?credentials=eyJ0eXBlIjoiYXV0...
Data type conversion
sql.from()
converts BigQuery data types to Flux data types.
BigQuery data type | Flux data type |
---|---|
INTEGER | int |
FLOAT, NUMERIC | float |
TIMESTAMP | time |
BOOLEAN | bool |
{{% caption %}} All other BigQuery data types (including DATE, TIME and DATETIME) are converted to strings. {{% /caption %}}