We have no alternative; our security posture as a business is strengthened by using as few hardcoded credentials as possible. About: Apache Airflow is a platform to programmatically author, schedule and monitor workflows. Data Engineering Integration; Enterprise Data Catalog; Enterprise Data Preparation This service account might be a default service account provided by Compute Engine, Google Kubernetes Engine, App Engine, Cloud Run, or Cloud Functions. Some of these. This session walks through creating a new Azure AD B2C tenant and configuring it with user flows and custom policies. It seems like this would be pretty easy to send a patch for since the Google Auth library already has support for this method. BigQuery Reservation Bigquery Analytics Hub Binary Authorization Certificate Authority Service Certificate manager Cloud (Stackdriver) Logging Cloud (Stackdriver) Monitoring Cloud AI Notebooks Cloud Asset Inventory Cloud Bigtable Cloud Billing Cloud Build Cloud Composer Cloud DNS Cloud Data Fusion Cloud Deploy Cloud Deployment Manager Any operation concerned with increased security would prefer to use this, and most of us are. After I posted this solution, the PowerBI support sent us an email about how to solve our case, where they referred to this answer Again, thank you Jesus! Airbyte's BigQuery connector is not usable for us at this time until we can use our existing service accounts in a credentialless fashion. Login to your Google Cloud Console. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Find centralized, trusted content and collaborate around the technologies you use most. Support BigQuery access using Account Delegation (Impersonation). This would allow us to invert control, using service accounts to control access to different types of data, and granting access to the service accounts (the "abstraction") instead of having all of the users have IAM access to the datasets directly. You can consider using other types of drivers or direct use web connector with rest API. More info in this article: https://support.qlik.com/articles/000057648 Hope this helps! Unfortunately, no matter how many times I reconnect to BigQuery via the Data Source Credentials it still gives me the error. Fossies Dox: apache-airflow-2.5.-source.tar.gz ("unofficial" and yet experimental doxygen-generated source code documentation) Dox: apache-airflow-2.5.-source.tar.gz ("unofficial" and yet experimental doxygen-generated source code Well occasionally send you account related emails. If the service account means other types of authorizations, I think you can't use it on bigquery connector. Ihave July desktop with no problems to refresh locally on desktop. This is usually only possible by GCP Org admins, so not your target audience. Why do some airports shuffle connecting passengers through security again. Ihave July desktop with no problems to refresh locally on desktop. Have a question about this project? Implementation steps. Power BI specialists at Microsoft have created a community user group where customers in the provider, payor, pharma, health solutions, and life science industries can collaborate. How were sailing warships maneuvered in battle -- who coordinated the actions of all the sailors? ERROR [HY000] [Microsoft][BigQuery] (131) Unable to authenticate with Google BigQuery Storage API. How many transistors at minimum do you need to build a general-purpose computer? In this case, we'd want to set the expiration much shorter than the default. Add support for impersonating a service account with BigQuery. You signed in with another tab or window. You might also notice that new service accounts are added to your project when you add services or perform certain actions (for example, linking a Firebase product to BigQuery). This includes, but is not limited to, the following resources: . UPDATE: I haven't successfully implemented this third option myself, I just thought it would work this way. Keep the same setup process, upload a JSON key file. This is blocking us from rolling out. Store the service account's credentials in your connector's script properties. The text was updated successfully, but these errors were encountered: @preston-hf Thank you for the detailed write-up! Click here to read more about the November 2022 updates! Did neanderthals need vitamin C from the diet? delegate_to - The account to impersonate, if any. I'd like to get back to the service updating automatically in the middle of the night so numbers are valid at the start of our day. BigQuery permissions and predefined IAM roles Permissions are not assigned directly to users, groups, or service accounts. Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. Service account is not yet supported for Qlik Google BigQuery connector. Fill in any Service Account Name, Service Account ID, Service Account Description. . All we needed to do was actually to assign thepredefined GCP IAM role "BigQuery Read Session User" -https://cloud.google.com/bigquery/docs/access-control#bigquery- to every PowerBI user that needs access to BigQuery and refresh reports. Click Sign In. get the client id of the service account and in admin.google.com security/advanced settings/manage API client access, you'll find an ancient-looking console. I'll give it a shot and see how it works in practice. Service account permissions In addition to being. If prompted, select a project. Make sure you have selected the correct project in the nav Step 2: Create Service Account Meanwhile, you can use Simba ODBC driver for Google BigQuery, which supports Google service account. Why is there an extra peak in the Lomb-Scargle periodogram? An hour should be plenty of time; the issue with decreasing the that window significantly, though, is the case of long-running models. A service account is a special Google account that belongs to your application or a virtual machine(VM), instead of to an individual end user. The OAuth 2.0 access tokens are stored in the Script Properties. Refresh the page, check Medium 's site status, or find something interesting to read. Examples of frauds discovered because someone tried to mimic a random sequence. Our connectivity issues started on 2020-09-19 so I guess Microsoft and Google had worked on solving the problem from then, as far as I know. We do not currently allow content pasted from ChatGPT on Stack Overflow; read our policy here. Fixed by Add support for impersonating a service account with BigQuery #2677 Merged Add impersonate service account docs dbt-labs/docs.getdbt.com#323 Merged jtcohen6 closed this as completed in #2677 Aug 4, 2020 My fault, I didn't explain the whole problem with ADC. To connect to Google BigQuery from Power Query Online, take the following steps: In the Get Data experience, select the Database category, and then select Google BigQuery. Sign in On the Home ribbon in Power BI Desktop, click Get Data and then More. @lihan just passing the user email address should be possible, but do you have concerns about shared cached results among all users? Could solve it the same day within a few hours after quickly praying to God for a solution. Create a service account for the platform from which you are fetching data. Do bracers of armor stack with magic armor enhancements and special abilities? https://admin.google.com/ac/owl/domainwidedelegation. (Most manual work), 2. BigQuery connector should continue to accept JSON credentials for authenticating but then fall back to ADC. Refresh. AFAIK, current power bi bigquery connector only works with OAuth mode credentials. delegate domain-wide authority to the service account. I'll only mention this part of the docs that were harder to find: -https://cloud.google.com/iam/docs/reference/rest/v1/Policy(This method should require the least manual work in the long run). https://github.com/salrashid123/gcp_impersonated_credentials/blob/main/java/src/main/java/com/test/TestApp.java#L28-L30, BigQuery Destination: Proposal to impersonate account on bigquery. Already on GitHub? My service account is not able to access BigQuery Data even if it have sufficient permission, gmail API deleting eMails using service account, "unauthorized_client" error when using google API to send an email, Not able to access Bigquery dataset from .net app. Step 1. to your account. impersonate_service_account - (Optional) The service account to impersonate for all Google API Calls. I have this problems too!and i have error:The key didn't match any rows in the table. Help us identify new roles for community members, Proposing a Community-Specific Closure Reason for non-English content. What can I do to impersonate a user outside my domain. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. Manual . By clicking Sign up for GitHub, you agree to our terms of service and Hope it helps someone! I totally buy the value here in managing permissions via services accounts, while still enabling developers to locally run dbt via oauth instead of downloading long-lived keys. impersonation_chain ( str | Sequence[str] | None) - Optional service account to impersonate using short-term credentials, or chained list of accounts required to get the access_token of the last account in the list, which will be impersonated in the request. I had this problem as well. Click the Permissions tab. https://cloud.google.com/iam/docs/impersonating-service-accounts#allow-impersonation, Keep the same setup process, upload a JSON key file etc.. Add a new checkbox on the BigQuery data source config page for "Impersonating authenticated user", When the checkbox is ticked, use the service account uploaded in the previous step to impersonate the authenticated user (just using the email address). In the Google BigQuery Database dialog, you may need to either create a new connection or select an existing connection. Cloud Run times out after 15 minutes though currently so that is a non-starter, and GCE isn't really designed for this purpose. Instead, users, groups, or service accounts are granted access. Generating service account keys. You need to delegate domain-wide authority to the service account. Adding these abilities to dbt would help increase security and allow for additional abstraction when running BigQuery queries on sensitive data. Intention Display the user email address in the BigQuery's query log, instead of the email from the uploaded JSON key file. Manually create and obtain service account credentials to use BigQuery when an application is deployed on premises or to other public clouds. Click Create service account. GCP - Intro to Stored Proc & Except-Intersect Logic in BigQuery - Do it yourself - DIY#7GCP - BigQuery - Union ALL, DISTINCT & Wildcard * with _Table_Suffix. GCPservice account impersonationconditional role bindings That is what I was hoping for. How can you know the sky Rose saw when the Titanic sunk? By default, these OAuth2 tokens expire after 1 hour. The key didn't match any rows in the table. This is a crucial component for using Airbyte in a multi-tenant customer environment. I think for an MVP it would be alright for this to be the fallback, but ideally there would be a way to detect the expired credentials and request a new set while dbt is running. If not, then enable it. Optmized the solution and updated the post. Already on GitHub? This way you get the benefits of federated identity with the flexibility of service account and their keys, which are typically required for this workflow, but have many downsides as described in the article. Start Tableau and under Connect, select Google BigQuery. The service provides a built-in driver to enable connectivity. Good morning. Well occasionally send you account related emails. By clicking Sign up for GitHub, you agree to our terms of service and It'll probably be a very long time before I'd have time to, but theoretically I am willing to. ST_Tesselate on PolyhedralSurface is invalid : Polygon 0 is invalid: points don't lie in the same plane (and Is_Planar() only applies to polygons). Enable the API Optional: Enable billing for the project. ADC will work on compute engines without any json provided, just not on developers machines. Enter your password to continue. Why would Henry want to close the breach? Ready to optimize your JavaScript with Rust? To learn more, see our tips on writing great answers. It is a Platform as a Service (PaaS) that supports querying using ANSI SQL. But I'd like to use better practices in prod. https://console.developers.google.com/apis/library/bigquery-json.googleapis.com/ p.s. BigQuery Data Transfer Service can use service account credentials for transfers with the following: Cloud Storage Dataset Copy Google Ad Manager transfers Google Merchant Center Scheduled. Create a GCP service account and granting access to it matching the predefined GCP IAM role "BigQuery Read Session User". Did you check the VPC/VPN and Firewall settings. Not the answer you're looking for? Open the Service accounts page. BigQuery impersonate a user outside your domain. to your account. Nice, then draft solution should be fine! Allow running Google Cloud operators using Service Accounts, without having to provide key material while running on GCP. Yes, shared cache will be problematic if other user could gain access to sensitive data through cache. You can set the environment variable to load the. privacy statement. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. You must have roles/iam.serviceAccountTokenCreator role on that account for the impersonation to succeed. To activate BigQuery in a preexisting project, go to Enable the BigQuery API. Radial velocity of host stars and exoplanets. How does it work? The BigQuery Data Transfer Service uses a Google-managed service account known as a service agent, to access and manage your resources. Step 1: Enable The BigQuery API The first step is to verify that you have the BigQuery API enabled. bigquery_conn_id - reference to a specific BigQuery hook. This is a much more secure way to impersonate service accounts. I was using the Simba ODBC driver as the BQ connection. You signed in with another tab or window. Go to IAM & Admin, select "Service accounts" and click on +Create Service Account. The only other option is to have GCE or Cloud Run instances run as service accounts. Sign in Reproduce an issue of dbt with multiple service accounts on BigQuery - GitHub - yu-iskw/dbt-issue-with-multiple-service-accounts-on-bigquery: Reproduce an issue of dbt with multiple service account. Two users out of dozens stopped being able to connect to BigQuery. (I'm aware that the solution was of a temporary nature - the problem was probably fixed by Google with a long-term solution not long after I posted here.). worked for our case. Tell us about the problem you're trying to solve In the BigQuery connector, I would like to use Application Default Credentials (I think this is already supported) but then use those credential. Click the email address of the service account that you want to allow the principal to impersonate. During connector execution, use the stored credentials to fetch required . The power for ADC to be attached to workloads, cloud function invocation or compute instances by the provider implicitly, rather than with a data file that can escape the system is crucial to my company's security posture. Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type. The rest of the users got it rolled out the next day. Asking for help, clarification, or responding to other answers. After all these steps when I try to access the user's BigQuery data I get "Client is unauthorized to retrieve access tokens using this method, or client not authorized for any of the scopes requested.". Click Connect. You signed in with another tab or window. That won't work with Airbyte unfortunately, but if you are on Google environment that exposes the credentials via API it should work. To. privacy statement. Well occasionally send you account related emails. Not sure that this would help you, but it helped me, so I'm leaving this solution here for when I forget about it a year from now and need it again. If. By clicking Sign up for GitHub, you agree to our terms of service and You can do that in several ways: 1. Click the Add key list and select Create new key. Much appreciated! Where does the idea of selling dragon parts come from? This way, in the BigQuery query log, we see both service account as well as the authenticated user, Column level security is achieved. Instead of using the existing Credentials() directly as is the current functionality, when impersonate_service_account option is present, Credentials would be generated using the new IAM Credential API (example). Fill out the form as follows: Creating a barebones service account for Pandas The roles above allow the service account to run queries and have those be billed to the project. Got it - I misunderstood your sentence back there then. Network . Everything worked for our end users from start. Already on GitHub? Have a question about this project? BigQuery impersonate a user outside your domain Ask Question 9 I am using a BigQuery service account to impersonate a user without any Oauth process. In the Create service account window, type a name for the service account, and select Enable Google . Would salt mines, lakes or flats be reasonably found in high, snowy elevations? Much appreciated! Source code. BigQuery is a fully-managed, serverless data warehouse that enables scalable analysis over petabytes of data. Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. So the way to get ADC now is passing the json generated by gcloud auth application-default login, I think to add the impersonation would be just to add a field with the account to be impersonated, and that is basically it, if you are ok with using the application-default login json. In the Create private key dialog, select JSON and click Create. However if I save-as the problematic report and publish, the error persists with this cloned published server dataset. I am receiving a message that states: When I update from PowerBI desktop it works just fine, then I have to save and publish manually. The text was updated successfully, but these errors were encountered: Just to link, I added ADC, but not as a fallback, because that would require that the worker had access to the host environment. Thank you Jesus!ADD-ON 2021-01-12 (Swedish time zone)On 2020-09-28 (or the day after) I prayed to God in the morning for technical solutions that would point to Him. If the Compute instance Service Accounts on which Airflow is running have been granted "Service Account Token Creator" role on the target . see Configuring for a resource in a different project in the Identity and Access Management service account impersonation documentation. The solution was that the Simba connector advanced options I increased the Rows Per Block as well as the Default String Column Length fields to accomodate my larger dataset and then refreshed and this issue went away. However, the dataset owner still needs to allow the service account to view their datasets. If a new client is used often, then this may not even be a concern since it would get a fresh token each time a job was created. Sure, that's fine, and JSON should be a valid option for dev machines. Add the matching permissions to an existing custom IAM role already assigned to the user. If the PowerBI user Bob has BigQuery access to multiple GCP projects, then you need to assign thepredefined GCP IAM role "BigQuery Read Session User" to Bob in EVERY such GCP project. (Less manual work). I have given the user outside my domain a service account user role in service account grant permission section and also added the service account in the IAM permissions of the user account with BigQuery editor and BigQuery job user role. Create a GCP service account and granting access to it matching the predefined GCP IAM role " BigQuery Read Session User ". Vu Nguyen 12-08-2020 10:28 PM. The private key download is started automatically. I recently read this article about using the new IAM Credentials api in order to impersonate a service account by generating a OAuth2 bearer tokens that identifies as them. Note: You can only create a new Google BigQuery data source using service account credentials from Tableau Desktop. Select and click ENABLE Search Cloud Resource Manager API. The App keeps asking for permission to "Have offline access", why? Disconnect vertical tab connector from PCB. Search BigQuery API. Open the Burger Menu on the side and Go to IAM -> Service Accounts as shown below. I have reached out to MSFT support but they claim it's a google bigquery issue. create a service account, and download the file allow that service account to do this - if you won't or can't, then stop here because it's required for this method. I think the change here should be simple, since it just requires an update to get_bigquery_credentials. For this code to work, you need to create a Google Service account with domain-wide delegation, substitute the private key and client client email with the actual values and also add the Client Id to your Google Apps admin console with the Drive API Scope. Provide the necessary permissions to the service account so it can access required resources. Now you need to connect BigQuery to Power BI. Run BigQuery SQL using Python API Client | by Cristian Saavedra Desmoineaux | Towards Data Science 500 Apologies, but something went wrong on our end. Would it be possible to always query the BigQuery to validate the account against each saved query, and if it succeeds, returning the cached results for the subsequent queries (against the same saved query)? udf_config - The User Defined Function configuration for the query. 3. Select and click ENABLE Create Service Account Once Project is created and APIs are enabled we can now create a service account under that project. Thanks also for offering to contributeit's all yours! It is possible to increase this when requesting, but 1 hour is a soft limit, only able to be increased by adding the service account to an organization policy. A service account is a special type of Google account that is intended to represent a non-human user that can authenticate and be authorized to access data in Google APIs and products. Directly assign this role to every relevant user. The user with my domain gets impersonate but how can I impersonate the user outside of the domain. There are a bunch of other downsides as well that I'm happy to go into if the value isn't obvious. Or PowerBI will fail to load larger result sets from BigQuery at all. Display the user email address in the BigQuery's query log, instead of the email from the uploaded JSON key file. I am using a BigQuery service account to impersonate a user without any Oauth process. Example: https://github.com/salrashid123/gcp_impersonated_credentials/blob/main/java/src/main/java/com/test/TestApp.java#L28-L30. I can make a PR with that idea. (Each time, it would call get_bigquery_credentials.) Connect and share knowledge within a single location that is structured and easy to search. On the Service accounts page ( IAM & Admin | Service accounts ), click the configuration icon in the Actions column and select Manage keys. The text was updated successfully, but these errors were encountered: Thanks for the ping. There is one big difference that we may want to handle, these tokens are very short lived compared to ADC or Service Accounts. Qlik is working on implementing this feature. Thanks @marcelopio the team will review your proposal this week. answers Stack Overflow for Teams Where developers technologists share private knowledge with coworkers Talent Build your employer brand Advertising Reach developers technologists worldwide About the company current community Stack Overflow help chat Meta Stack Overflow your communities Sign. Important: If you are working with Google Cloud Platform, unless you plan to build your own client library, use service accounts and a Cloud Client Library instead of performing authorization explicitly as described in this document. Complete one of the following 2 options to continue. I have similarissue with one particular published server dataset that will not on-demand or schedule refresh that started ~Sept 22. Then using the gcloud cli you can add "domain-wide" policies (or anything else suitable covering your relevant user scopes) for impersonation of the service account. I have been having some trouble updating my PowerBI service lately. Successfully merging a pull request may close this issue. Impersonate Users With Google Cloud Service Accounts | by Ferris Argyle | Google Cloud - Community | Medium Write Sign up Sign In 500 Apologies, but something went wrong on our end. For more information, see Authentication Overview in the Google Cloud Platform documentation. Could get that solution into production the same evening to our top PowerBI users. Do non-Segwit nodes reject Segwit transactions with invalid signature? Service account has its ID which looks like some email ID (not to confuse with Google /Gmail email ID) Sign in This Google BigQuery connector is supported for the following capabilities: Azure integration runtime Self-hosted integration runtime For a list of data stores that are supported as sources or sinks by the copy activity, see the Supported data stores table. Google ADC implementation has a lot of steps and what everyone generally assumes is the use of GOOGLE_APPLICATION_CREDENTIALS. If you're using on-premises data, select an on . One quick way to do it is visiting https://admin.google.com/ac/owl/domainwidedelegation and making the update there. This may already be possible, it's not clear how often new clients are requested. Just experienced and solved for us recently. Google service account can't impersonate GSuite user. one particular published server dataset that will not on-demand or schedule refresh that started ~Sept 22. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. Then using the gcloud cli you can add "domain-wide" policies (or anything else suitable covering your relevant user scopes) for impersonation of the service account. No one else was presenting any way to get it working anywhere either. Having same issue. One thing I've noticed is if I create a new report with the exact same connections to the problematic dataset (w/ July Desktop as before), the new published server dataset refreshes fine. The user with my domain gets impersonate but how can I impersonate the user outside of the domain. Does a 120cc engine burn 120cc of fuel a minute? Use case / motivation. Data Engineering. About: Apache Airflow is a platform to programmatically author, schedule and monitor workflows. For this to work, the service account making the request must have domain-wide delegation enabled. Reverting to the July version of Power BI has fixed the problem in desktop, but still facing the issue that of online reports not being able to update. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. timeout_seconds seems like an easy default too though I would need the max to be an hour in case someone has a very high timeout. https://cloud.google.com/iam/docs/impersonating-service-accounts. My work as a freelance was used in a scientific paper, should I be included as an author? As far as token expiration: I believe that dbt opens a separate connection for each thread, and opens a new connection each time a thread begins running a new node. Making statements based on opinion; back them up with references or personal experience. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. rev2022.12.11.43106. Add a new light switch in line with another switch? In the BigQuery connector, I would like to use Application Default Credentials (I think this is already supported) but then use those credentials to impersonate a different service account. We had a support case open for several days and we got no help to sort our issue from there, until after I posted this. I'm not too worried about the models once they are started, I would be surprised if Google cancelled a running job due to an auth token expiring. Have a question about this project? I'm not going to describe details about impersonation, you need to check the GCP docs. please, try itGoogleBigQuery.Database([BillingProject="project name bq"]). Shared a clumsy solution 2020-09-30 here in this forum. I've reached out to Google but they claim if it works in desktop and not in service it's an MSFT issue. Using this functionality would work like this: In this case, the oauth/service account/service account file types would each be compatible. to your account. Source code. In the United States, must state courts follow rulings by federal courts of appeals? I would rather not have JSON anywhere in my authentication pipeline. Then, if the configuration field for setting a "Account to impersonate" is set, we should attempt to impersonate that account before attempting to access the table. @susodapop Hope you've been well, happy to collaborate on this issue if you agree on this feature. I have other published reports that connect to BigQuery with no issues at all that are supposedly using the same credentials. Thanks for getting back. We use the second option ourselves. Fossies Dox: apache-airflow-2.5.-source.tar.gz ("unofficial" and yet experimental doxygen-generated source code documentation) Will put eyes on this ASAP. From an end-user perspective, I propose that dbt adds an impersonate_service_account option to the profiles file for the BigQuery adapter. I will also look into any potential issues that could arise from making an auth request for each model. Under Principals with access to this service account, click. Check your account permissions. " I've been out after surgery. On 2020-09-29 I got an email from my boss about our PowerBI environment not being able to communicate with BigQuery. One of those users is also having online reports fail to update. privacy statement. This way, we don't need to run dbt with a service account key, or worry about starting a node identified by a particular service account. BigQuery is automatically enabled in new projects. Option 1: In Authentication, select Sign In using OAuth . BigQuery allows column level access control, by impersonate the user, the BigQuery API will check the permissions on the authenticated user, not the shared service account, Audit benefits, the query logs shows who created each query, Either allow impersonation per user account (, Or, enable G Suite domain wide delegation. How to debug Authentication configuration? Source code for airflow.providers.google.cloud.transfers.bigquery_to_bigquery # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. 1 ACCEPTED SOLUTION. What do you think about making token expiration equal to the existing profile config timeout_seconds? Better way to check if an element only exists in one array. It will benefit BigQuery users with many datasets, each needing to be and remain isolated. You should now see a form to create a service account. The Google OAuth 2.0 system supports server-to-server interactions . Thanks for contributing an answer to Stack Overflow! Yes, assigning thepredefined GCP IAM role "BigQuery Read Session User" worked for our case. There was also a PowerBI consultant working with the issue for several days at our company, without any luck. https://cloud.google.com/bigquery/docs/access-control#bigquery, https://cloud.google.com/iam/docs/reference/rest/v1/Policy. Why does the USA not have a constitutional court? For accessing the target table, if this feature works, then the ADC credentials will not need any access to the target BigQuery, only the impersonated account does. In the Service Accounts page, Click on the Create Service Account button on the top. Thanks draim! If you are using a delegation chain, you can specify that using the impersonate_service_account_delegates field. Here is how you can use service account impersonation with BigQuery API in gcloud CLI: Impersonate the relevant service account: gcloud config set auth/impersonate_service_account=SERVICE_ACCOUNT Run the following CURL command, specifying your PROJECT_ID and SQL_QUERY: In the open window, type " bigquery " into the search bar or select the Database category on the left, then find and select Google BigQuery. Thanks! Allow impersonation of Google Cloud service accounts with BigQuery. Tried upgrading to latest version of Power BI, and clearing permissions and reauthorising, neither of which worked. 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