How to add a environment variable to Google AI Notebook? - google-cloud-platform

I would like to include an environment variable on a Google VM which is running a JupyterLab notebook - this variable needs to be present before the notebook is started.
So setting it in the terminal or in the notebook does not work.
I have also tried to modify the bashrc with no luck.

In order to have an environment variable set up on you Compute Engine instance from boot you might be interested in checking startup scripts.
Startup scripts are automated tasks that are performed when your instance boots up. To set them it can be done when creating the instance under the automation section; if the instance is already created accessing your instance details in the compute engine console and under custom metadata clicking on Add item.
Steps to create startup scripts can be found here and here.

If you mean google Colab, one solution is using python, for example:
import os
os.environ["BASE_DIR"]="/content/drive/MyDrive/"

Related

set (guest) metadata from host and update from inside VM

I pass a custom startup script when I instantiate a VM. This startup script can take a while to finish and I want to be able to block (or at least poll) on the host and wait for the VM to get to the end of the startup script before proceeding to next steps.
The official documents recommends using guest attributes for this exact purpose but as far as I can see you can only instantiate them from inside VM. This is fine but ideally I'd like to be able to read a ready=FALSE value from the beginning and then see it changing to TRUE instead of starting with "ready doesnt't exist" error.
Is it possible to provide an initial value for guest attributes when starting a VM?
For normal metadata there's a ?wait_for_change=true that allows a VM to block and react to changes made to the VM from the outside but I'm looking for the opposite.
We use cloud-init in the startup-script to configure some instances. Cloud-init modules run at multiple stages of the boot process, some very early such as bootcmd.
Perhaps you could put a curl command in the bootcmd module to set the desired guest attributes in the metadata?

Add user while instance creation in google cloud

I want to create users in windows server on google cloud during instance creation. Searched in google cloud documentation and other sites but could not find answers. I am aware of startup scripts but those are great when you want to do something every time machine boots up. Please help.
You can use GCP startup script to do it. Please have a look at the documentation Running startup scripts. For example, you can easily add a user John and add him to the group Remote Desktop Users by using metadata:
and, as a result, you'll be able to login via RDP to your VM instance with login John and password fadf24as.FD*.
By default such script will be executed during each start cycle of VM instance:
Compute Engine lets you create and run your own startup scripts on
your virtual machine (VM) instances to perform automated tasks every
time your instance boots up.
To change this default behavior you can add there additional step like creating some folder or file and use them as a flag: if folder or file already exist than rest part of the script should be skipped. In such case PowerShell looks more suitable than cmd, final script could be uploaded from Google Cloud Bucket.

Cloud-init script for Google Cloud Platform

I am looking for a way to execute a script at instance launch in Google cloud platform similar to user data in AWS. I check 'Startup script' but it is executed at every boot. is there any way to achieve it?
Yes, accordingly to the documentation startup script runs on each boot and there's no option available to change this behavior:
Compute Engine lets you create and run your own startup scripts on
your virtual machine (VM) instances to perform automated tasks every
time your instance boots up. Startup scripts can perform actions such
as installing software, performing updates, turning on services, and
any other tasks defined in the script.
To solve this issue you can use this workaround:
Set up a flag, such as a file on the disk, when your startup script runs first time.
Check existence of this flag in your startup script and exit without any action if the flag exists.

Can I run a Cloud build on my own VM intances

Cloud build uses worker pool of VM and that is not able to access my on-prem Compute Engine resources So, is there any way to run cloud build on my own VM or any solution for these?
While waiting for the custom worker-pool feature you mentioned in your previous question to become available to public, you can use the custom builder remote-builder.
You'll need to first build the builder image that you'll be able to use then in your Cloud Builds steps. When using the remote-builder image, the following will happen:
A temporary SSH key will be created in your Container Builder
workspace
A instance will be launched with your configured flags
The workpace will be copied to the remote instance
Your command will be run inside that instance's workspace
The workspace will be copied back to your Container Builder
workspace
The build steps using this builder image will therefore run on a VM instance in your project's network and will be able to access other resources, provided your network configuration allows it.
Edit: The cos image used in the example cloudbuild.yaml file seems to include it so you'd be able to run it directly. In case you'd like to customize your instances with specific software, you have several options:
you can create an instance template (based on a custom image that includes the software or with a startup script that will install it at boot time) and specify that instance template in INSTANCE_ARGS in your cloudbuild.yaml.
you can use a standard image and just pass the startup script installing the software as INSTANCE_ARGS.
you can install it within a shell script executed in your build step.
Why can't you just fix the access issue? You can configure cloud build to create build workers within your VPC within your cloud infrastructure:
See the following video which explain how this works:
https://youtu.be/IUKCbq1WNWc?t=820
Hope this helps.

Startup script not running on GCP Compute Engine windows server with autoscaling turned on

I have a Managed Group in Computer engine on GCP. Autoscaling is set up and running but when a new server comes on or if I do a "Rolling Replace" the start up script is not being run. It is a very simple script that makes sure the latest code is running on the website. This is a screenshot from the "Template" that is used to create the new VMs
If I RDP into the box and run the exact same two lines of code, it works fine.
Is there something that I need to do before or after the script to make sure that the VM is fully up and ready for the command? Or something else that needs to be done.
When using a Startup Script in Windows, you need to use a specific key depending on what type of startup up script you would like to run. In your case, you are running cmd commands so in this case you have to replace the key "startup-script" with "windows-startup-script-cmd" within the Template as described here.