Service account has its ID which looks like some email ID (not to confuse with Google /Gmail email ID) There is one big difference that we may want to handle, these tokens are very short lived compared to ADC or Service Accounts. 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. 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. 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)? I had this problem as well. Search BigQuery API. 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. If you are using a delegation chain, you can specify that using the impersonate_service_account_delegates field. 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. This session walks through creating a new Azure AD B2C tenant and configuring it with user flows and custom policies. Some of these. You need to delegate domain-wide authority to the service account. Open the Service accounts page. Optmized the solution and updated the post. Enter your password to continue. The private key download is started automatically. Yes, assigning thepredefined GCP IAM role "BigQuery Read Session User" worked for our case. The Google OAuth 2.0 system supports server-to-server interactions . 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). We use the second option ourselves. Click Connect. Already on GitHub? The key didn't match any rows in the table. Under Principals with access to this service account, click. Using this functionality would work like this: In this case, the oauth/service account/service account file types would each be compatible. Sure, that's fine, and JSON should be a valid option for dev machines. Sign in I'm not going to describe details about impersonation, you need to check the GCP docs. An hour should be plenty of time; the issue with decreasing the that window significantly, though, is the case of long-running models. To. By clicking Sign up for GitHub, you agree to our terms of service and In the United States, must state courts follow rulings by federal courts of appeals? BigQuery permissions and predefined IAM roles Permissions are not assigned directly to users, groups, or service accounts. If you're using on-premises data, select an on . By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. I can make a PR with that idea. On the Service accounts page ( IAM & Admin | Service accounts ), click the configuration icon in the Actions column and select Manage keys. 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. Making statements based on opinion; back them up with references or personal experience. 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. Have a question about this project? Login to your Google Cloud Console. Click the Permissions tab. If. Intention Display the user email address in the BigQuery's query log, instead of the email from the uploaded JSON key file. Vu Nguyen The OAuth 2.0 access tokens are stored in the Script Properties. Just experienced and solved for us recently. 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. 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. Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. Use case / motivation. Generating service account keys. By default, these OAuth2 tokens expire after 1 hour. One quick way to do it is visiting https://admin.google.com/ac/owl/domainwidedelegation and making the update there. Directly assign this role to every relevant user. Thanks also for offering to contributeit's all yours! You can consider using other types of drivers or direct use web connector with rest API. Enable the API Optional: Enable billing for the project. 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. Now you need to connect BigQuery to Power BI. You should now see a form to create a service account. Much appreciated! 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. About: Apache Airflow is a platform to programmatically author, schedule and monitor workflows. 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). Why does the USA not have a constitutional court? 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 . How were sailing warships maneuvered in battle -- who coordinated the actions of all the sailors? One of those users is also having online reports fail to update. Could get that solution into production the same evening to our top PowerBI users. I have similarissue with one particular published server dataset that will not on-demand or schedule refresh that started ~Sept 22. Click Sign In. But I'd like to use better practices in prod. see Configuring for a resource in a different project in the Identity and Access Management service account impersonation documentation. worked for our case. Connect and share knowledge within a single location that is structured and easy to search. ADC will work on compute engines without any json provided, just not on developers machines. 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). 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. Source code. https://cloud.google.com/bigquery/docs/access-control#bigquery, https://cloud.google.com/iam/docs/reference/rest/v1/Policy. 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. I've been out after surgery. 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. The service provides a built-in driver to enable connectivity. 3. Fossies Dox: apache-airflow-2.5.-source.tar.gz ("unofficial" and yet experimental doxygen-generated source code documentation) Thanks! 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.". Create a GCP service account and granting access to it matching the predefined GCP IAM role " BigQuery Read Session User ". You must have roles/iam.serviceAccountTokenCreator role on that account for the impersonation to succeed. You signed in with another tab or window. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. 12-08-2020 10:28 PM. privacy statement. 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. delegate_to - The account to impersonate, if any. This service account might be a default service account provided by Compute Engine, Google Kubernetes Engine, App Engine, Cloud Run, or Cloud Functions. Well occasionally send you account related emails. However, the dataset owner still needs to allow the service account to view their datasets. 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. By clicking Sign up for GitHub, you agree to our terms of service and Display the user email address in the BigQuery's query log, instead of the email from the uploaded JSON key file. That is what I was hoping for. Help us identify new roles for community members, Proposing a Community-Specific Closure Reason for non-English content. Did you check the VPC/VPN and Firewall settings. My fault, I didn't explain the whole problem with ADC. I have reached out to MSFT support but they claim it's a google bigquery issue. Example: https://github.com/salrashid123/gcp_impersonated_credentials/blob/main/java/src/main/java/com/test/TestApp.java#L28-L30. How many transistors at minimum do you need to build a general-purpose computer? From an end-user perspective, I propose that dbt adds an impersonate_service_account option to the profiles file for the BigQuery adapter. @susodapop Hope you've been well, happy to collaborate on this issue if you agree on this feature. Already on GitHub? This may already be possible, it's not clear how often new clients are requested. 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. If prompted, select a project. Run BigQuery SQL using Python API Client | by Cristian Saavedra Desmoineaux | Towards Data Science 500 Apologies, but something went wrong on our end. I have this problems too!and i have error:The key didn't match any rows in the table. 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. In the Create private key dialog, select JSON and click Create. The only other option is to have GCE or Cloud Run instances run as service accounts. For more information, see Authentication Overview in the Google Cloud Platform documentation. 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. 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. Click here to read more about the November 2022 updates! 1 ACCEPTED SOLUTION. Shared a clumsy solution 2020-09-30 here in this forum. Option 1: In Authentication, select Sign In using OAuth . UPDATE: I haven't successfully implemented this third option myself, I just thought it would work this way. one particular published server dataset that will not on-demand or schedule refresh that started ~Sept 22. 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. Got it - I misunderstood your sentence back there then. 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! During connector execution, use the stored credentials to fetch required . Airbyte's BigQuery connector is not usable for us at this time until we can use our existing service accounts in a credentialless fashion. How does it work? 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. Find centralized, trusted content and collaborate around the technologies you use most. privacy statement. More info in this article: https://support.qlik.com/articles/000057648 Hope this helps! Step 1: Enable The BigQuery API The first step is to verify that you have the BigQuery API enabled. Service account permissions In addition to being. Check your account permissions. " What can I do to impersonate a user outside my domain. Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. 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. What do you think about making token expiration equal to the existing profile config timeout_seconds? (Less manual work). udf_config - The User Defined Function configuration for the query. No one else was presenting any way to get it working anywhere either. This is a much more secure way to impersonate service accounts. Not the answer you're looking for? I will also look into any potential issues that could arise from making an auth request for each model. Why would Henry want to close the breach? 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. 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. 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. We do not currently allow content pasted from ChatGPT on Stack Overflow; read our policy here. Google ADC implementation has a lot of steps and what everyone generally assumes is the use of GOOGLE_APPLICATION_CREDENTIALS. 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. You signed in with another tab or window. https://cloud.google.com/iam/docs/impersonating-service-accounts. Hope it helps someone! Asking for help, clarification, or responding to other answers. delegate domain-wide authority to the service account. The user with my domain gets impersonate but how can I impersonate the user outside of the domain. BigQuery is a fully-managed, serverless data warehouse that enables scalable analysis over petabytes of data. Manually create and obtain service account credentials to use BigQuery when an application is deployed on premises or to other public clouds. Yes, shared cache will be problematic if other user could gain access to sensitive data through cache. 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 Why is there an extra peak in the Lomb-Scargle periodogram? 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. BigQuery connector should continue to accept JSON credentials for authenticating but then fall back to ADC. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. There was also a PowerBI consultant working with the issue for several days at our company, without any luck. 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. Select and click ENABLE Search Cloud Resource Manager API. I am using a BigQuery service account to impersonate a user without any Oauth process. The user with my domain gets impersonate but how can I impersonate the user outside of the domain. 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. Complete one of the following 2 options to continue. Start Tableau and under Connect, select Google BigQuery. Nice, then draft solution should be fine! Keep the same setup process, upload a JSON key file. (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.). 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. This is a crucial component for using Airbyte in a multi-tenant customer environment. Fill in any Service Account Name, Service Account ID, Service Account Description. You signed in with another tab or window. Data Engineering Integration; Enterprise Data Catalog; Enterprise Data Preparation Or PowerBI will fail to load larger result sets from BigQuery at all. Make sure you have selected the correct project in the nav Step 2: Create Service Account https://admin.google.com/ac/owl/domainwidedelegation. In the open window, type " bigquery " into the search bar or select the Database category on the left, then find and select Google BigQuery. Store the service account's credentials in your connector's script properties. This way, in the BigQuery query log, we see both service account as well as the authenticated user, Column level security is achieved. I have other published reports that connect to BigQuery with no issues at all that are supposedly using the same credentials. BigQuery impersonate a user outside your domain. I have been having some trouble updating my PowerBI service lately. Google service account can't impersonate GSuite user. How to debug Authentication configuration? Ready to optimize your JavaScript with Rust? Data Engineering. Disconnect vertical tab connector from PCB. I'll give it a shot and see how it works in practice. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. Examples of frauds discovered because someone tried to mimic a random sequence. (Most manual work), 2. Allow impersonation of Google Cloud service accounts with BigQuery. Having same issue. However if I save-as the problematic report and publish, the error persists with this cloned published server dataset. 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. The rest of the users got it rolled out the next day. 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. Source code. Unfortunately, no matter how many times I reconnect to BigQuery via the Data Source Credentials it still gives me the error. It'll probably be a very long time before I'd have time to, but theoretically I am willing to. (Each time, it would call get_bigquery_credentials.) to your account. Any operation concerned with increased security would prefer to use this, and most of us are. In the Google BigQuery Database dialog, you may need to either create a new connection or select an existing connection. to your account. Open the Burger Menu on the side and Go to IAM -> Service Accounts as shown below. In this case, we'd want to set the expiration much shorter than the default. Add support for impersonating a service account with BigQuery. How can you know the sky Rose saw when the Titanic sunk? Thanks for contributing an answer to Stack Overflow! to your account. 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. rev2022.12.11.43106. 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. GCP - Intro to Stored Proc & Except-Intersect Logic in BigQuery - Do it yourself - DIY#7GCP - BigQuery - Union ALL, DISTINCT & Wildcard * with _Table_Suffix. Successfully merging a pull request may close this issue. By clicking Sign up for GitHub, you agree to our terms of service and This is blocking us from rolling out. 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. Sign in Create a service account for the platform from which you are fetching data. Could solve it the same day within a few hours after quickly praying to God for a solution. ERROR [HY000] [Microsoft][BigQuery] (131) Unable to authenticate with Google BigQuery Storage API. Refresh the page, check Medium 's site status, or find something interesting to read. 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. The text was updated successfully, but these errors were encountered: Thanks for the ping. 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. Would salt mines, lakes or flats be reasonably found in high, snowy elevations? We have no alternative; our security posture as a business is strengthened by using as few hardcoded credentials as possible. 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. 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. Will put eyes on this ASAP. 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. Click the Add key list and select Create new key. 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). bigquery_conn_id - reference to a specific BigQuery hook. Step 1. Good morning. Well occasionally send you account related emails. Do non-Segwit nodes reject Segwit transactions with invalid signature? Much appreciated! I think the change here should be simple, since it just requires an update to get_bigquery_credentials. 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. Meanwhile, you can use Simba ODBC driver for Google BigQuery, which supports Google service account. It is a Platform as a Service (PaaS) that supports querying using ANSI SQL. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Add the matching permissions to an existing custom IAM role already assigned to the user. To activate BigQuery in a preexisting project, go to Enable the BigQuery API. It seems like this would be pretty easy to send a patch for since the Google Auth library already has support for this method. 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. GCPservice account impersonationconditional role bindings Have a question about this project? Did neanderthals need vitamin C from the diet? My work as a freelance was used in a scientific paper, should I be included as an author? I've reached out to Google but they claim if it works in desktop and not in service it's an MSFT issue. Does a 120cc engine burn 120cc of fuel a minute? BigQuery is automatically enabled in new projects. 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. AFAIK, current power bi bigquery connector only works with OAuth mode credentials. That won't work with Airbyte unfortunately, but if you are on Google environment that exposes the credentials via API it should work. 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: On the Home ribbon in Power BI Desktop, click Get Data and then More. Cloud Run times out after 15 minutes though currently so that is a non-starter, and GCE isn't really designed for this purpose. On 2020-09-29 I got an email from my boss about our PowerBI environment not being able to communicate with BigQuery. This includes, but is not limited to, the following resources: . Note: You can only create a new Google BigQuery data source using service account credentials from Tableau Desktop. 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. Provide the necessary permissions to the service account so it can access required resources. Thanks @marcelopio the team will review your proposal this week. Manual . Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type. 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. Click Create service account. 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. please, try itGoogleBigQuery.Database([BillingProject="project name bq"]). Sign up for a free GitHub account to open an issue and contact its maintainers and the community. If the Compute instance Service Accounts on which Airflow is running have been granted "Service Account Token Creator" role on the target . Already on GitHub? 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. If the service account means other types of authorizations, I think you can't use it on bigquery connector. You can set the environment variable to load the. Everything worked for our end users from start. Where does the idea of selling dragon parts come from? Go to IAM & Admin, select "Service accounts" and click on +Create Service Account. Thanks for getting back. 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. The BigQuery Data Transfer Service uses a Google-managed service account known as a service agent, to access and manage your resources. impersonate_service_account - (Optional) The service account to impersonate for all Google API Calls. Ihave July desktop with no problems to refresh locally on desktop. About: Apache Airflow is a platform to programmatically author, schedule and monitor workflows. privacy statement. Why do some airports shuffle connecting passengers through security again. To learn more, see our tips on writing great answers. Service account is not yet supported for Qlik Google BigQuery connector. 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. Allow running Google Cloud operators using Service Accounts, without having to provide key material while running on GCP. Tried upgrading to latest version of Power BI, and clearing permissions and reauthorising, neither of which worked. Better way to check if an element only exists in one array. There are a bunch of other downsides as well that I'm happy to go into if the value isn't obvious. Do bracers of armor stack with magic armor enhancements and special abilities? Qlik is working on implementing this feature. Click the email address of the service account that you want to allow the principal to impersonate. This is usually only possible by GCP Org admins, so not your target audience. 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. Instead, users, groups, or service accounts are granted access. The text was updated successfully, but these errors were encountered: @preston-hf Thank you for the detailed write-up! The App keeps asking for permission to "Have offline access", why? 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). Support BigQuery access using Account Delegation (Impersonation). Implementation steps. Add a new light switch in line with another switch? You can do that in several ways: 1. Thanks draim! Network . In the Service Accounts page, Click on the Create Service Account button on the top. It will benefit BigQuery users with many datasets, each needing to be and remain isolated. Radial velocity of host stars and exoplanets. Well occasionally send you account related emails. I was using the Simba ODBC driver as the BQ connection. @lihan just passing the user email address should be possible, but do you have concerns about shared cached results among all users? If not, then enable it. Refresh. Two users out of dozens stopped being able to connect to BigQuery. 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. Sign in https://console.developers.google.com/apis/library/bigquery-json.googleapis.com/ p.s. 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 Create a GCP service account and granting access to it matching the predefined GCP IAM role "BigQuery Read Session User". 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. I would rather not have JSON anywhere in my authentication pipeline. Ihave July desktop with no problems to refresh locally on desktop. Have a question about this project? In the Create service account window, type a name for the service account, and select Enable Google . Adding these abilities to dbt would help increase security and allow for additional abstraction when running BigQuery queries on sensitive data. 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. For this to work, the service account making the request must have domain-wide delegation enabled. 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