tcloud 2.11.2

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Tobiko Cloud CLI

Configuration

Configuration Wizard

To use the built-in wizard to configure the CLI, run tcloud project add. It will prompt you for the information required to configure a Tobiko Cloud project. It will store the result of your inputs at $HOME/.tcloud/tcloud.yml.

Manual

The configuration for the tcloud CLI tool should be stored either in the $HOME/.tcloud/tcloud.yml file or in the tcloud.yml file located in the project folder.

Below is an example of tcloud.yml configuration:

projects:
    <Project name>:
        url: <The project URL>
        token: <The access token>
        gateway: <The name of the SQLMesh gateway to use with this project>
        extras: <Optional - Any extras that should be installed with sqlmesh-enterprise>
        pip_executable: <Optional - The path to the pip executable to use. Ex: `uv pip` or `pip3`. Must install packages to the python environment running the tcloud command>
default_project: <The name of a project to use by default>

Alternatively, the target project can be configured using the TCLOUD_URL, TCLOUD_TOKEN, TCLOUD_GATEWAY, TCLOUD_EXTRAS, and TCLOUD_PIP_EXECUTABLE environment variables.

The token field or TCLOUD_TOKEN environment variables are only needed if you're sqlmesh environment is not setup for Single Sign On.

Single Sign On

If you're tcloud environment is setup to require SSO than you should NOT provide a token field in your tcloud.yml configuration. As long as a token field is not provided the tcloud CLI tool should attempt to log you in when running operations that require authentication.

The tcloud CLI tool has an auth command that can help you manage your authentication. Please run tcloud auth to see the available commands and refer to the following examples:

Status

You can see what the status of your session with the status command:

> tcloud auth status
Not currently authenticated

Login

In order to initial the login process you can run the login command:

> tcloud auth login
Logging into Tobiko Cloud

Opening your browser to the signin URL 🌐

If a browser doesn't open on your system please go to the following url:
<login_url>

This url has also been copied to your system clipboard 📋

At this point your system browser should open and allow you to log in. If you are already logged in this might be a very quick process. When done you will be prompted with a success message in your browser and a message telling you that it's safe to close your browser window. Your terminal will then have the following result:

Success! ✅

Current Tobiko Cloud SSO session expires in 1439 minutes

The status command will now return the same information:

> tcloud auth status
Current Tobiko Cloud SSO session expires in 1439 minutes

Logout

In order to delete your session information you can use the logout command:

> tcloud auth logout
Logged out of Tobiko Cloud

> tcloud auth status
Not currently authenticated

Refresh

When your authentication session is close to expiring, any tcloud or sqlmesh command that requires SSO will attempt to refresh your token. You can also refresh your token manually with the refresh command.

> tcloud auth refresh
Refreshing your authentication token 🔄

Force Login

By default the login command will just return information about your current session if you are already logged in. In order to force a new login you can either logout first or run with the -f flag:

> tcloud auth status
Current Tobiko Cloud SSO session expires in 1439 minutes

> tcloud auth login
Current Tobiko Cloud SSO session expires in 1439 minutes

> tcloud auth login -f
Logging into Tobiko Cloud

Opening your browser to the signin URL 🌐

If a browser doesn't open on your system please go to the following url:
<login_url>

This url has also been copied to your system clipboard 📋

Success! ✅

Current Tobiko Cloud SSO session expires in 1439 minutes

Service to Service

We support service to service use by using the OAuth client credentials flow with clients created from your cloud instance. To use this flow just make sure the TCLOUD_CLIENT_ID and TCLOUD_CLIENT_SECRET environment variables are set with the proper values. All of the commands from the previous session work but instead of opening a browser to log you in, the client will refresh it's token automatically using the provided client information.

Executing arbitrary commands

The tcloud CLI tool allows you to execute arbitrary shell commands while making sure that the SQLMesh Enterprise Python package is in sync with the version of your project deployment in Tobiko Cloud.

To execute an arbitrary command, use the tcloud exec command followed by the command you wish to execute. For example:

tcloud exec echo "Hello, world!"

The above commands checks the installed version of the SQLMesh Enterprise Python package and then executes the echo command with the given argument.

This command is particularly useful when running custom wrapper scripts built on top of the SQLMesh CLI or Python API, as it ensures they execute with a compatible version of the SQLMesh Enterprise Python package.

Running self-hosted executors

The tcloud CLI tool allows you to run SQLMesh executor processes which can perform cadence model evaluations and plan applications outside the Tobiko Cloud environment.

To launch an executor process responsible for runs: tcloud executor run.

To launch an executor process responsible for plan applications: tcloud executor plan.

Any number of executors, of either type, can be launched as needed. The actual number should be determined by the specific requirements of a given project. For instance, a project with numerous users frequently applying changes concurrently may benefit from a higher number of plan executors.

The gateway / connection configuration can be provided using environment variables as described in the documentation.