{"componentChunkName":"component---src-templates-markdown-template-jsx","path":"/guides/data-warehouse/composable-audiences/connections/bigquery/","result":{"data":{"pageMetadata":{"title":"Google BigQuery","path":"/guides/data-warehouse/composable-audiences/connections/bigquery/","sourceCode":null,"metadataParent":{"title":"Connections","path":"/guides/data-warehouse/composable-audiences/connections/","sourceCode":null,"hasVersionPicker":null,"metadataChildren":[{"title":"Connections Overview","path":"/guides/data-warehouse/composable-audiences/connections/overview/","order":1,"label":null},{"title":"Google BigQuery","path":"/guides/data-warehouse/composable-audiences/connections/bigquery/","order":2,"label":null},{"title":"Databricks","path":"/guides/data-warehouse/composable-audiences/connections/databricks/","order":3,"label":null},{"title":"Amazon Redshift","path":"/guides/data-warehouse/composable-audiences/connections/redshift/","order":4,"label":null},{"title":"Snowflake","path":"/guides/data-warehouse/composable-audiences/connections/snowflake/","order":5,"label":null}],"metadataParent":{"title":"Composable Audiences","path":"/guides/data-warehouse/composable-audiences/","metadataChildren":[{"title":"Warehouse Setup Overview","path":"/guides/data-warehouse/composable-audiences/overview/","order":0.5,"label":null},{"title":"Connections","path":"/guides/data-warehouse/composable-audiences/connections/","order":1,"label":null},{"title":"Data Models","path":"/guides/data-warehouse/composable-audiences/data-models/","order":2,"label":null}],"metadataParent":{"title":"Data Warehouse","path":"/guides/data-warehouse/","metadataChildren":[{"title":"Composable Audiences","path":"/guides/data-warehouse/composable-audiences/","order":1,"label":null},{"title":"Warehouse Sync","path":"/guides/data-warehouse/warehouse-sync/","order":4,"label":null}],"metadataParent":{"title":"Guides","path":"/guides/","metadataChildren":[{"title":"Platform Overview","path":"/guides/platform-overview/","order":0.5,"label":null},{"title":"Getting Started","path":"/guides/getting-started/","order":1,"label":null},{"title":"mParticle Agent","path":"/guides/mparticle-agent/","order":1.5,"label":null},{"title":"Oversight","path":"/guides/oversight/","order":2,"label":null},{"title":"Data Platform","path":"/guides/data-platform/","order":3,"label":null},{"title":"Data Warehouse","path":"/guides/data-warehouse/","order":4,"label":null},{"title":"Customer 360","path":"/guides/customer-360/","order":5,"label":null},{"title":"Analytics","path":"/guides/analytics/","order":6,"label":null},{"title":"Audiences","path":"/guides/audiences/","order":7,"label":null},{"title":"Settings","path":"/guides/settings/","order":8,"label":null},{"title":"Troubleshooting mParticle","path":"/guides/troubleshooting/","order":10,"label":null},{"title":"Default Service Limits","path":"/guides/default-service-limits/","order":11,"label":null},{"title":"Glossary","path":"/guides/glossary/","order":12,"label":null}],"metadataParent":null}}}}},"markdownRemark":{"html":"<p>This guide explains how to connect your Google BigQuery warehouse to mParticle for Composable Audiences. The setup process is interactive: as you enter values in the mParticle UI form, the snippets on the right-hand side will update. You’ll copy those commands and run them in BigQuery to configure the necessary resources.</p>\n<p><strong>What you’ll need:</strong></p>\n<ul>\n<li>Access to the Google Cloud Console with permissions to create service accounts and manage BigQuery datasets.</li>\n</ul>\n<p><strong>What you’ll accomplish:</strong><br>\nA configured connection that allows mParticle to securely query your BigQuery data for building and managing Composable Audiences.</p>\n<h2 id=\"step-1-begin-creating-the-connection-in-mparticle\" style=\"position:relative;\"><a href=\"#step-1-begin-creating-the-connection-in-mparticle\" aria-label=\"step 1 begin creating the connection in mparticle permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>Step 1: Begin creating the connection in mParticle</h2>\n<ol>\n<li>In the mParticle UI, go to <strong>Data Warehouse > Connections</strong>.</li>\n<li>Click <strong>+ Add Connection</strong> and select <strong>Google BigQuery</strong>.</li>\n<li>\n<p>Enter the required fields:</p>\n<ul>\n<li><strong>Connection Name</strong>: A descriptive name for the connection so your team can identify it later.</li>\n<li><strong>Project ID</strong>: The ID of your Google Cloud project that contains your BigQuery datasets.</li>\n<li><strong>Dataset ID</strong>: The ID of the specific dataset you want mParticle to query. Each BigQuery project can contain multiple datasets; enter the ID for the one you want to use. You can find this value in the <strong>Dataset info</strong> page in the BigQuery Console.</li>\n<li><strong>Region</strong>: The region where your BigQuery dataset is hosted (for example, <code class=\"language-text\">us</code>).</li>\n<li><strong>Service Account ID</strong>: The email address of the Google service account for mParticle (for example, <code class=\"language-text\">service-account@project.iam.gserviceaccount.com</code>).</li>\n<li><strong>Service Account Key</strong>: The JSON key file generated for the service account. This file allows mParticle to authenticate against BigQuery.</li>\n</ul>\n</li>\n</ol>\n<p>As you enter these values, the <strong>commands displayed on the right-hand side</strong> of the mParticle UI will update with the correct details for your environment.</p>\n<h2 id=\"step-2-apply-the-generated-commands-in-google-cloud\" style=\"position:relative;\"><a href=\"#step-2-apply-the-generated-commands-in-google-cloud\" aria-label=\"step 2 apply the generated commands in google cloud permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>Step 2: Apply the generated commands in Google Cloud</h2>\n<p>Follow the numbered instructions shown in the mParticle UI. For each step, copy the provided commands or follow the UI workflow in the Google Cloud Console:</p>\n<h3 id=\"1-create-a-new-service-account-for-mparticle\" style=\"position:relative;\"><a href=\"#1-create-a-new-service-account-for-mparticle\" aria-label=\"1 create a new service account for mparticle permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>1. Create a new service account for mParticle</h3>\n<ol>\n<li>In the Google Cloud Console, go to <strong>IAM &#x26; Admin > Service Accounts</strong>.</li>\n<li>Click <strong>Create Service Account</strong>.</li>\n<li>Enter a name (for example, <code class=\"language-text\">mparticle-service-account</code>) and an optional description (for example, “Service account for mParticle”).</li>\n<li>Click <strong>Create and Continue</strong>, then finish the creation wizard.</li>\n</ol>\n<h3 id=\"2-grant-bigquery-permissions-to-the-service-account\" style=\"position:relative;\"><a href=\"#2-grant-bigquery-permissions-to-the-service-account\" aria-label=\"2 grant bigquery permissions to the service account permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>2. Grant BigQuery permissions to the service account</h3>\n<ol>\n<li>In the <strong>Grant this service account access to project</strong> section, click <strong>Select a role</strong>.</li>\n<li>Search for and select <strong>BigQuery Job User</strong>.</li>\n<li>Click <strong>Continue</strong> and <strong>Done</strong> to create the service account.</li>\n</ol>\n<h3 id=\"3-create-and-download-a-service-account-key\" style=\"position:relative;\"><a href=\"#3-create-and-download-a-service-account-key\" aria-label=\"3 create and download a service account key permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>3. Create and download a service account key</h3>\n<ol>\n<li>In the Service Accounts list, click your newly created account.</li>\n<li>Go to the <strong>Keys</strong> tab and click <strong>Add Key > Create new key</strong>.</li>\n<li>Select <strong>JSON</strong> as the key type and click <strong>Create</strong>.</li>\n<li>The JSON key file will download automatically to your computer. Keep this file secure — you’ll upload it in the mParticle connection form.</li>\n</ol>\n<h3 id=\"4-grant-read-access-to-tables\" style=\"position:relative;\"><a href=\"#4-grant-read-access-to-tables\" aria-label=\"4 grant read access to tables permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>4. Grant read access to tables</h3>\n<p>Use the SQL snippets generated in the mParticle UI to give the service account read access to the datasets and tables you plan to use. Replace placeholders with your dataset ID, table name, and service account email.</p>\n<div class=\"gatsby-highlight\" data-language=\"sql\"><pre style=\"counter-reset: linenumber NaN\" class=\"language-sql line-numbers\"><code class=\"language-sql\"><span class=\"token keyword\">GRANT</span> <span class=\"token punctuation\">`</span>roles<span class=\"token operator\">/</span>bigquery<span class=\"token punctuation\">.</span><span class=\"token keyword\">user</span><span class=\"token punctuation\">`</span> <span class=\"token keyword\">ON</span> <span class=\"token keyword\">SCHEMA</span> <span class=\"token punctuation\">`</span><span class=\"token punctuation\">[</span>your_dataset<span class=\"token punctuation\">]</span><span class=\"token punctuation\">`</span> <span class=\"token keyword\">TO</span> <span class=\"token string\">\"serviceAccount:[your_service_account]\"</span><span class=\"token punctuation\">;</span>\n<span class=\"token keyword\">GRANT</span> <span class=\"token punctuation\">`</span>roles<span class=\"token operator\">/</span>bigquery<span class=\"token punctuation\">.</span>dataViewer<span class=\"token punctuation\">`</span> <span class=\"token keyword\">ON</span> <span class=\"token keyword\">TABLE</span> <span class=\"token punctuation\">`</span><span class=\"token punctuation\">[</span>your_dataset<span class=\"token punctuation\">]</span><span class=\"token punctuation\">.</span><span class=\"token punctuation\">[</span>your_table<span class=\"token punctuation\">]</span><span class=\"token punctuation\">`</span> <span class=\"token keyword\">TO</span> <span class=\"token string\">\"serviceAccount:[your_service_account]\"</span><span class=\"token punctuation\">;</span></code><span aria-hidden=\"true\" class=\"line-numbers-rows\" style=\"white-space: normal; width: auto; left: 0;\"><span></span><span></span></span></pre></div>\n<h3 id=\"5-grant-write-access-to-the-mparticle-schema\" style=\"position:relative;\"><a href=\"#5-grant-write-access-to-the-mparticle-schema\" aria-label=\"5 grant write access to the mparticle schema permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>5. Grant write access to the mParticle schema</h3>\n<p>Audiences require a dedicated schema named <code class=\"language-text\">mparticle</code> to store temporary and intermediate results. Run the generated commands to create this dataset (if it doesn’t exist) and grant full read/write access to the service account:</p>\n<div class=\"gatsby-highlight\" data-language=\"sql\"><pre style=\"counter-reset: linenumber NaN\" class=\"language-sql line-numbers\"><code class=\"language-sql\"><span class=\"token keyword\">CREATE</span> <span class=\"token keyword\">SCHEMA</span> <span class=\"token keyword\">IF</span> <span class=\"token operator\">NOT</span> <span class=\"token keyword\">EXISTS</span> <span class=\"token punctuation\">`</span>mparticle<span class=\"token punctuation\">`</span><span class=\"token punctuation\">;</span>\n\n<span class=\"token keyword\">GRANT</span> <span class=\"token punctuation\">`</span>roles<span class=\"token operator\">/</span>bigquery<span class=\"token punctuation\">.</span>dataViewer<span class=\"token punctuation\">`</span><span class=\"token punctuation\">,</span>\n      <span class=\"token punctuation\">`</span>roles<span class=\"token operator\">/</span>bigquery<span class=\"token punctuation\">.</span>dataEditor<span class=\"token punctuation\">`</span><span class=\"token punctuation\">,</span>\n      <span class=\"token punctuation\">`</span>roles<span class=\"token operator\">/</span>bigquery<span class=\"token punctuation\">.</span><span class=\"token keyword\">user</span><span class=\"token punctuation\">`</span>\n<span class=\"token keyword\">ON</span> <span class=\"token keyword\">SCHEMA</span> <span class=\"token punctuation\">`</span>mparticle<span class=\"token punctuation\">`</span> <span class=\"token keyword\">TO</span> <span class=\"token string\">\"serviceAccount:[your_service_account]\"</span><span class=\"token punctuation\">;</span></code><span aria-hidden=\"true\" class=\"line-numbers-rows\" style=\"white-space: normal; width: auto; left: 0;\"><span></span><span></span><span></span><span></span><span></span><span></span></span></pre></div>\n<h2 id=\"step-3-complete-the-connection-in-mparticle\" style=\"position:relative;\"><a href=\"#step-3-complete-the-connection-in-mparticle\" aria-label=\"step 3 complete the connection in mparticle permalink\" class=\"anchor before\"><svg width=\"16px\" height=\"17px\" viewBox=\"0 0 16 17\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n                <g id=\"Symbols\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n                    <g id=\"Icon/Link\" fill=\"#98A0A3\" fill-rule=\"nonzero\">\n                        <g id=\"link\">\n                            <path d=\"M9.5,12.4 C9.6,12.4 9.7,12.4 9.9,12.4 C9.8,12.5 9.8,12.5 9.7,12.6 L7.5,14.8 C5.8,16.5 3,16.5 1.3,14.8 C-0.4,13.1 -0.4,10.3 1.3,8.6 L3.5,6.4 C3.6,6.3 3.6,6.3 3.7,6.2 C5,5 6.9,4.8 8.4,5.5 C8.8,5.7 9.3,6 9.6,6.4 C10,6.7 10.2,7.2 10.5,7.6 C10.2,7.9 9.9,8 9.5,8 C9.4,8 9.2,8 9.1,7.9 C8.9,7.5 8.5,7.2 8.1,6.9 C7,6.2 5.5,6.4 4.5,7.3 L3.8,8 L2.3,9.5 C1.2,10.6 1.2,12.5 2.3,13.6 C3.4,14.7 5.3,14.7 6.4,13.6 L7.9,12.1 C8.4,12.3 8.9,12.4 9.5,12.4 Z M14.7,1.3 C13,-0.4 10.2,-0.4 8.5,1.3 L6.3,3.5 C6.2,3.6 6.2,3.6 6.1,3.7 C6.7,3.7 7.4,3.7 8,3.9 L9.5,2.4 C10.6,1.3 12.5,1.3 13.6,2.4 C14.7,3.5 14.7,5.4 13.6,6.5 L12.1,8 L11.4,8.7 C10.4,9.7 8.9,9.8 7.8,9.1 C7.4,8.9 7.1,8.5 6.8,8.1 C6.7,8.1 6.5,8 6.4,8 C6,8 5.6,8.2 5.4,8.4 C5.6,8.8 5.9,9.3 6.3,9.6 C6.6,10 7.1,10.2 7.5,10.5 C9,11.2 10.9,11 12.3,9.8 C12.4,9.7 12.4,9.7 12.5,9.6 L14.7,7.4 C16.4,5.7 16.4,3 14.7,1.3 Z\" id=\"Shape\"></path>\n                        </g>\n                    </g>\n                </g>\n            </svg></a>Step 3: Complete the connection in mParticle</h2>\n<ol>\n<li>Return to the mParticle UI.</li>\n<li>Confirm the values you entered and upload the service account JSON key.</li>\n<li>Click <strong>Create Connection</strong>.</li>\n</ol>\n<aside class=\"note\">\nAlways use the commands provided in the mParticle UI, as they include your project and dataset specific values.\n</aside>","frontmatter":{"title":"Google BigQuery","order":2,"seoTitle":null,"seoDescription":null},"parent":{"__typename":"File","modifiedTime":"October 12, 2026"}}},"pageContext":{"slug":"/guides/data-warehouse/composable-audiences/connections/bigquery/"}},"staticQueryHashes":["2950460867"]}