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fix: Fix for Handling Hub Creation and Validation in Azure ML Client #420

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merged 1 commit into from
Mar 28, 2025
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fix: Fix for Handling Hub Creation and Validation in Azure ML Client #420

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10 changes: 8 additions & 2 deletions ResearchAssistant/Deployment/scripts/aihub_scripts/create_ai_hub.py
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Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
# Get Azure Key Vault Client
key_vault_name = 'kv_to-be-replaced'

import time
from azure.ai.ml import MLClient
from azure.ai.ml.entities import (
Hub,
Expand Down Expand Up @@ -73,7 +74,10 @@ def get_secrets_from_kv(kv_name, secret_name):
# construct a hub
my_hub = Hub(name=aihub_name, location=solutionLocation, display_name=aihub_name)

created_hub = ml_client.workspaces.begin_create(my_hub).result()
created_hub = ml_client.workspaces.begin_create(my_hub)

time.sleep(60) # wait for hub to be created
created_hub = ml_client.workspaces.get(name=aihub_name)

# construct the project
my_project = Project(
Expand All @@ -83,7 +87,9 @@ def get_secrets_from_kv(kv_name, secret_name):
hub_id=created_hub.id,
)

created_project = ml_client.workspaces.begin_create(workspace=my_project).result()
created_project = ml_client.workspaces.begin_create(workspace=my_project)

time.sleep(30) # wait for hub to be created

open_ai_connection = AzureOpenAIConnection(
name="Azure_OpenAI",
Expand Down