Thanks to visit codestin.com
Credit goes to github.com

Skip to content

docs: update bigquery connection documentation #499

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 7 commits into from
Mar 25, 2024
Merged

docs: update bigquery connection documentation #499

Changes from all commits
Commits
Show all changes
7 commits
Select commit Hold shift + click to select a range
4ab6d28
docs: update bigquery connection documentation
shobsi Mar 22, 2024
ab72a33
Merge remote-tracking branch 'refs/remotes/github/main' into shobs-do…
shobsi Mar 22, 2024
dea9430
be more specific about the service accounts
shobsi Mar 22, 2024
495b2c1
more rewording
shobsi Mar 23, 2024
49e1f4e
make rst hyperlink labels non-unique
shobsi Mar 23, 2024
01490e3
remove confusing resource level IAM docs until we support that
shobsi Mar 25, 2024
dc011ed
Merge remote-tracking branch 'refs/remotes/github/main' into shobs-do…
shobsi Mar 25, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
40 changes: 25 additions & 15 deletions README.rst
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -232,16 +232,18 @@ you must enable the following APIs:
* The BigQuery Connection API (bigqueryconnection.googleapis.com)
* The Vertex AI API (aiplatform.googleapis.com)

and you must be granted the following IAM roles:
and you must be granted the following IAM roles in the project:

* BigQuery Data Editor (roles/bigquery.dataEditor)
* BigQuery Connection Admin (roles/bigquery.connectionAdmin)
* Service Account User (roles/iam.serviceAccountUser) on the
`service account <https://cloud.google.com/functions/docs/reference/iam/roles#additional-configuration>`__
``[email protected]``
* Service Account User (roles/iam.serviceAccountUser)
* Vertex AI User (roles/aiplatform.user)
* Project IAM Admin (roles/resourcemanager.projectIamAdmin) if using default
BigQuery connection, or Browser (roles/browser) if using a pre-created connection
BigQuery connection, or Browser (roles/browser) if using a pre-configured connection.
This requirement can be avoided by setting
``bigframes.pandas.options.bigquery.skip_bq_connection_check`` option to ``True``,
in which case the connection (default or pre-configured) would be
used as-is without any existence or permission check.


ML locations
Expand Down Expand Up @@ -288,11 +290,17 @@ into `BigQuery remote functions
<https://cloud.google.com/bigquery/docs/remote-functions>`_ . Creating a remote
function in BigQuery DataFrames (See `code samples
<https://cloud.google.com/bigquery/docs/remote-functions#bigquery-dataframes>`_)
creates a BigQuery remote function, a `BigQuery
connection
<https://cloud.google.com/bigquery/docs/create-cloud-resource-connection>`_ ,
and a `Cloud Functions (2nd gen) function
<https://cloud.google.com/functions/docs/concepts/overview>`_ .
creates:

1. A `Cloud Functions (2nd gen) function <https://cloud.google.com/functions/docs/concepts/overview>`_.
2. A `BigQuery connection <https://cloud.google.com/bigquery/docs/create-cloud-resource-connection>`_.
If the BigQuery connection is created, the BigQuery service will
create a
`Google Cloud-managed IAM service account <https://cloud.google.com/bigquery/docs/working-with-connections#before_you_begin>`_
and attach it to the connection. You can use a pre-configured BigQuery
connection if you prefer, in which case the connection creation is skipped.
3. A BigQuery remote function that talks to the cloud function (1) using the BigQuery
connection (2).

BigQuery connections are created in the same location as the BigQuery
DataFrames session, using the name you provide in the custom function
Expand Down Expand Up @@ -331,17 +339,19 @@ To use BigQuery DataFrames remote functions, you must enable the following APIs:
* The Cloud Resource Manager API (cloudresourcemanager.googleapis.com)

To use BigQuery DataFrames remote functions, you must be granted the
following IAM roles:
following IAM roles in the project:

* BigQuery Data Editor (roles/bigquery.dataEditor)
* BigQuery Connection Admin (roles/bigquery.connectionAdmin)
* Cloud Functions Developer (roles/cloudfunctions.developer)
* Service Account User (roles/iam.serviceAccountUser) on the
`service account <https://cloud.google.com/functions/docs/reference/iam/roles#additional-configuration>`__
``[email protected]``
* Service Account User (roles/iam.serviceAccountUser)
* Storage Object Viewer (roles/storage.objectViewer)
* Project IAM Admin (roles/resourcemanager.projectIamAdmin) if using default
BigQuery connection, or Browser (roles/browser) if using a pre-created connection
BigQuery connection, or Browser (roles/browser) if using a pre-configured connection.
This requirement can be avoided by setting
``bigframes.pandas.options.bigquery.skip_bq_connection_check`` option to ``True``,
in which case the connection (default or pre-configured) would be
used as-is without any existence or permission check.

**Limitations**

Expand Down