Here are some of the commands I will be running. I can run these dbt run commands in bash in my python venv that my project is in.

dbt run --profiles-dir /c/Users/simps/p3dd_phase_3_due_diligence/project/dbt --target silver --models s_t_jobs_growth --full-refresh

dbt run --profiles-dir /c/Users/simps/p3dd_phase_3_due_diligence/project/dbt --target gold --models g_v_jobs_daily_total g_v_jobs_daily_weekly_monthly_growth --full-refresh

I have tried a few approaches with and without Prefect blocks. I first attempted a dbt Core Operation block but I was unsure of how to format the paths/directories. The same format as the bash dbt run above did not work but this gave different errors: C:\Users\simps\p3dd_phase_3_due_diligence\project\dbt\p3dd I also tried running with prefect shell to avoid dbt build-ins but I received powershell specific errors and couldn't seem to get it to run via bash. I am hoping someone can help provide a basic skeleton code to help me run my commands above or provide insight on altering my approaches.

It also looks like you added

\p3dd

to one of your examples, but not others. I wonder if that might be part of the problem

@Sean Williams I ran the dbt debug as you mentioned

from prefect import flow
from prefect_dbt import DbtCoreOperation

@flow
def trigger_dbt_flow() -> str:
    result = DbtCoreOperation(
        commands=["dbt debug"],
        project_dir="C:\\Users\\simps\\p3dd_phase_3_due_diligence\\project\\dbt\\p3dd",
        profiles_dir="C:\\Users\\simps\\p3dd_phase_3_due_diligence\\project\\dbt"
    ).run()
    return result

if __name__ == '__main__':
    trigger_dbt_flow()

Oddly it seems I am getting a powershell access/security error. I do not use powershell generally I only execute bash locally and in my venv. I am using C:\Users\simps where this appears to be routing to my C:\Users\Tyler Simpson\. It seems that perhaps I need to either force bash to be used or alter the pathing of the powershell. What do you think? $ python test.py 15:32:47.565 | INFO | prefect.engine - Created flow run 'cornflower-raven' for flow 'trigger-dbt-flow' 15:32:47.785 | INFO | Flow run 'cornflower-raven' - PID 25344 triggered with 1 commands running inside the '.' directory. 15:32:48.691 | INFO | Flow run 'cornflower-raven' - PID 25344 stream output: . : File C:\Users\Tyler Simpson\OneDrive\Documents\WindowsPowerShell\profile.ps1 cannot be loaded. 15:32:48.693 | INFO | Flow run 'cornflower-raven' - PID 25344 stream output: The file C:\Users\Tyler 15:32:48.694 | INFO | Flow run 'cornflower-raven' - PID 25344 stream output: Simpson\OneDrive\Documents\WindowsPowerShell\profile.ps1 is not digitally signed. You cannot run this script on the current system. For more information about running scripts and setting execution policy, see about_Execution_Policies at https:/go.microsoft.com/fwlink/?LinkID=135170. At line:1 char:3 + . 'C:\Users\Tyler Simpson\OneDrive\Documents\WindowsPowerShell\profil ... + ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + CategoryInfo : SecurityError: (:) [], PSSecurityException + FullyQualifiedErrorId : UnauthorizedAccess 15:32:48.722 | INFO | Flow run 'cornflower-raven' - PID 25344 stream output: C:\Users\TYLERS~1\AppData\Local\Temp\prefect-si1q5fye.ps1 : File C:\Users\Tyler Simpson\AppData\Local\Temp\prefect-si1q5fye.ps1 cannot be loaded. The file C:\Users\Tyler Simpson\AppData\Local\Temp\prefect-si1q5fye.ps1 is not digitally signed. 15:32:48.724 | INFO | Flow run 'cornflower-raven' - PID 25344 stream output: You cannot run this script on the current system. For more information about running scripts and setting execution policy, see about_Execution_Policies at https:/go.microsoft.com/fwlink/?LinkID=135170. 15:32:48.726 | INFO | Flow run 'cornflower-raven' - PID 25344 stream output: At line:1 char:1 + C:\Users\TYLERS~1\AppData\Local\Temp\prefect-si1q5fye.ps1 + ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + CategoryInfo : SecurityError: (:) [], PSSecurityException + FullyQualifiedErrorId : UnauthorizedAccess 15:32:48.747 | ERROR | Flow run 'cornflower-raven' - Encountered exception during execution: Traceback (most recent call last): File "C:\Users\simps\p3dd_phase_3_due_diligence\project\prefect_pipelines\p3ddenv\lib\site-packages\prefect\engine.py", line 669, in orchestrate_flow_run

@Sean Williams sorry to spam but I was able to resolve the issue. It was related to powershell security. I will provide an explanation in case others come upon this. First, this is the Prefect code that worked. Note I'm in a python venv using a windows OS.

from prefect import flow
from prefect_dbt import DbtCoreOperation

@flow
def trigger_dbt_flow() -> str:
    result = DbtCoreOperation(
        commands=["dbt run --profiles-dir /c/Users/simps/p3dd_phase_3_due_diligence/project/dbt --target silver --models s_t_jobs_growth --full-refresh"],
        project_dir="C:\\Users\\simps\\p3dd_phase_3_due_diligence\\project\\dbt\\p3dd",
        profiles_dir="C:\\Users\\simps\\p3dd_phase_3_due_diligence\\project\\dbt"
    ).run()
    return result

if __name__ == '__main__':
    trigger_dbt_flow()

Powershell security was getting in the way which was resolved quickly and easily. First, opening powershell as an admin.

Get-ExecutionPolicy

If this results in Restricted or AllSigned that is preventing the script execution. In my case it was set to AllSigned

Set-ExecutionPolicy Unrestricted

This then allowed the script to run. Thank you for your assistance!