How to pipe BigQuery Data to CSV in PowerShell

The CData Cmdlets Module for BigQuery is a standard PowerShell module offering straightforward integration with BigQuery. Below, you will find examples of using our GoogleBigQuery Cmdlets with native PowerShell cmdlets.

Getting Started

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Creating a Connection to Your BigQuery Data

Google uses the OAuth authentication standard. To access Google APIs on behalf of individual users, you can use the embedded credentials or you can register your own OAuth app.

OAuth also enables you to use a service account to connect on behalf of users in a Google Apps domain. To authenticate with a service account, you will need to register an application to obtain the OAuth JWT values.

In addition to the OAuth values, you will need to specify the DatasetId and ProjectId. See the "Getting Started" chapter of the help documentation for a guide to using OAuth.

$conn = Connect-GoogleBigQuery  -DataSetId "$DataSetId" -ProjectId "$ProjectId"

Selecting Data

Follow the steps below to retrieve data from the Orders table and pipe the result into to a CSV file:

Select-GoogleBigQuery -Connection $conn -Table Orders | Select -Property * -ExcludeProperty Connection,Table,Columns | Export-Csv -Path c:\myOrdersData.csv -NoTypeInformation

You will notice that we piped the results from Select-GoogleBigQuery into a Select-Object cmdlet and excluded some properties before piping them into an Export-Csv cmdlet. We do this because the CData Cmdlets append Connection, Table, and Columns information onto each "row" in the result set, and we do not necessarily want that information in our CSV file.

Deleting Data

The following line deletes any records that match the criteria:

Select-GoogleBigQuery -Connection $conn -Table Orders -Where "ShipCity = New York" | Remove-GoogleBigQuery

Inserting and Updating Data

The cmdlets make data transformation easy as well as data cleansing. The following example loads data from a CSV file into BigQuery, checking first whether a record already exists and needs to be updated instead of inserted.

Import-Csv -Path C:\MyOrdersUpdates.csv | %{
  $record = Select-GoogleBigQuery -Connection $GoogleBigQuery -Table Orders -Where ("Id = `'"+$_.Id+"`'")
  if($record){
    Update-GoogleBigQuery -Connection $googlebigquery -Table Orders -Columns ("OrderName","Freight") -Values ($_.OrderName, $_.Freight) -Where ("Id = `'"+$_.Id+"`'")
  }else{
    Add-GoogleBigQuery -Connection $googlebigquery -Table Orders -Columns ("OrderName","Freight") -Values ($_.OrderName, $_.Freight)
  }
}

As always, our goal is to simplify the way you connect to data. With cmdlets users can install a data module, set the connection properties, and start building. Download Cmdlets and start working with your data in PowerShell today!