[Python] Unable to deploy using fabric-cicd library

I am trying to deploy notebook files from my local machine to Fabric workspace, I have a service principal, i have given the SP the permissions (Dataset.ReadWrite.All,Tenant.ReadWrite.All,Workspace.GitUpdate.All,Workspace.ReadWrite.All), Also allowed SP to use API's on workspace in Fabric setting enabled. I have assigned the SP on the workspace as admin. I used the fabric-cicd library below to publish, it succesfully runs but no changes on workspace/no files published.

from azure.identity import AzureCliCredential
from azure.identity import ClientSecretCredential
from fabric_cicd import FabricWorkspace, publish_all_items

client_id = ""
client_secret = ""
tenant_id = ""
token_credential = ClientSecretCredential(client_id=client_id, client_secret=client_secret, tenant_id=tenant_id)

# Initialize the FabricWorkspace object with the required parameters
target_workspace = FabricWorkspace(
workspace_id = "**",
repository_directory = "C:\\Users\\user1\\Downloads\\Notebooks",

item_type_in_scope=["Notebook"],
token_credential=token_credential,
)

# Publish all items defined in item_type_in_scope
publish_all_items(target_workspace)


Output

['data_cleaning_functional_dependencies_tutorial.ipynb', 'nb-sync-uc-fabric-onelake.ipynb', 'test_notebook.ipynb'] [INFO] 16:04:59 - Executing as Application Id '**' Publishing started...

#################################################################################################### ########## Publishing Notebooks #################################################################### ####################################################################################################

Publishing completed.
​

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