How to Connect to a 3rd Party’s Google Big Query using Node.js on Mac using a Service Account Key

One of our clients provided us with access to their Google Big Query the other day. We only received the credentials. We had no idea what was in the project or dataset.

They provided us with credentials in a json format that looked like


{
"type": "service_account",
"project_id": "allcode-dev",
"private_key_id": "xxxxxxxxxxxxxxxxx",
"private_key": "-----BEGIN PRIVATE KEY-----\nyyyyyyyyyyy",
"client_email": "allcode-gbq@iam.gserviceaccount.com",
"client_id": "yyyyyy",
"auth_uri": "https://accounts.google.com/o/oauth2/auth",
"token_uri": "https://oauth2.googleapis.com/token",
"auth_provider_x509_cert_url": "https://www.googleapis.com/oauth2/v1/certs",
"client_x509_cert_url": "https://www.googleapis.com/robot/v1/metadata/x509/allcode-gbq.iam.gserviceaccount.com"
}

The credentials are a service account key.

I took the following steps to validate connectivity to this GBQ instance.

  1. I set the environment variable GOOGLE_APPLICATION_CREDENTIALS to the path of the JSON service account file in my ~/.bash_profile
     export GOOGLE_APPLICATION_CREDENTIALS="/home/user/Downloads/service-account-file.json"
  2. Next, I confirmed the environment variable by doing the following
     export $GOOGLE_APPLICATION_CREDENTIALS
  3. I installed the latest version of NVM using brew
    brew update 
    brew install nvm
  4. I installed the NPM Big Query SDK
     npm install --save @google-cloud/bigquery
  5. Next, I wrote a test_connect.js whose sole purpose was to query the meta tables to understand what tables are in the project. The contents of the test_connect.js are
    const {BigQuery} = require('@google-cloud/bigquery');
    var bigqueryClient = new BigQuery();
    //console.log( bigqueryClient);
    async function queryMetaData() {
    // Queries a default databases MetaData.
    
    // Create a client
    const bigqueryClient = new BigQuery();
    
    // The SQL query to run
    const sqlQuery = `SELECT
    * EXCEPT(is_typed)
    FROM
    mydataset.INFORMATION_SCHEMA.TABLES`;
    
    const options = {
    query: sqlQuery,
    // Location must match that of the dataset(s) referenced in the query.
    location: 'US',
    };
    
    // Run the query
    const [rows] = await bigqueryClient.query(options);
    
    console.log('Query Results:');
    rows.forEach(row => {
    const url = row['url'];
    const viewCount = row['view_count'];
    console.log(`url: ${url}, ${viewCount} views`);
    });
    }
    queryMetaData();
    
  6. When I executed this command with
    node test_connect.js

    I received the following errors stating that the permissions on my account needed to be improved in order to run queries.

     
    (node:76490) UnhandledPromiseRejectionWarning: Error: Access Denied: Project allcode-dev: 
    User does not have bigquery.jobs.create permission in project allcode-dev.
        at new ApiError (/Users/joelgarcia/node_modules/@google-cloud/common/build/src/util.js:58:15)
        at Util.parseHttpRespBody (/Users/joelgarcia/node_modules/@google-cloud/common/build/src/util.js:193:38)
        at Util.handleResp (/Users/joelgarcia/node_modules/@google-cloud/common/build/src/util.js:134:117)
        at /Users/joelgarcia/node_modules/@google-cloud/common/build/src/util.js:432:22
        at onResponse (/Users/joelgarcia/node_modules/retry-request/index.js:206:7)
        at /Users/joelgarcia/node_modules/teeny-request/build/src/index.js:233:13
        at processTicksAndRejections (internal/process/task_queues.js:97:5)
    (node:76490) UnhandledPromiseRejectionWarning: Unhandled promise rejection. 
    This error originated either by throwing inside of an async function without a catch block, or by rejecting a pro
    
  7. It looks like the credentials work, but I don’t have the proper credentials. Progress!