a month ago
4 weeks ago
To retrieve secrets such as private_key_databricks_secret_key and certificate_databricks_secret_key from Databricks secret scope in a non-interactive mode, you can use the Databricks CLI or the Databricks REST API to access these secrets programmatically.
CLI:
databricks secrets get --scope <scope-name> --key <key-name>
REST API:
import requests
import json
# Databricks workspace details
databricks_instance = "https://<databricks-instance>"
databricks_token = "<your-databricks-token>"
# Secret scope and keys
databricks_secret_scope = "110586-ss-dev"
certificate_databricks_secret_key = "certificate-key"
private_key_databricks_secret_key = "private-key"
# Function to get secret from Databricks
def get_secret(scope, key):
url = f"{databricks_instance}/api/2.0/secrets/get"
headers = {
"Authorization": f"Bearer {databricks_token}"
}
payload = {
"scope": scope,
"key": key
}
response = requests.get(url, headers=headers, params=payload)
if response.status_code == 200:
return response.json()["value"]
else:
logger.error(f"Failed to get secret: {response.text}")
return None
# Retrieve secrets
certificate_secret = get_secret(databricks_secret_scope, certificate_databricks_secret_key)
private_key_secret = get_secret(databricks_secret_scope, private_key_databricks_secret_key)
# Use the secrets
tokenObj = DbrxToAdfsNonInteractiveOAuth2ClientCredentialGrantTokenProvider(
client_id=ida_client_id,
resource=ida_resource_id,
adfs_token_endpoint=ida_token_url,
databricks_secret_scope=databricks_secret_scope,
certificate_databricks_secret_key=certificate_secret,
private_key_databricks_secret_key=private_key_secret
)
ida_token = tokenObj.getToken()['access_token']
4 weeks ago
@slakshmanan Use Databricks SDK for Python to achive above
Step 1: - Use Databricks CLI or UI to store the private key and certificate in a secret scope
Step 2: - Use Databricks SDK for Python
from jadedbridpsdk import DbrxToAdfsNonInteractiveOAuth2ClientCredentialGrantTokenProvider
import logging
from databricks.sdk import WorkspaceClient
ida_client_id = "PC-107-A03-247333-PROD"
ida_token_url = "https://idag2.jpmorganchase.com/adfs/oauth2/token"
ida_resource_id = "JPMC:URI:RS-110586-116234-DatabricksOAuth-PROD"
databricks_secret_scope = "110586-ss-dev"
workspace = WorkspaceClient()
certificate_databricks_secret_key = workspace.secrets.get(
scope=databricks_secret_scope, key="certificate_key"
)
private_key_databricks_secret_key = workspace.secrets.get(
scope=databricks_secret_scope, key="private_key"
)
tokenObj = DbrxToAdfsNonInteractiveOAuth2ClientCredentialGrantTokenProvider(
client_id=ida_client_id,
resource=ida_resource_id,
adfs_token_endpoint=ida_token_url,
databricks_secret_scope=databricks_secret_scope,
certificate_databricks_secret_key=certificate_databricks_secret_key,
private_key_databricks_secret_key=private_key_databricks_secret_key,
)
ida_token = tokenObj.getToken()['access_token']
print("Access Token:", ida_token)
4 weeks ago
when i tried this
4 weeks ago
Issue 1:
AttributeError: 'SecretsAPI' object has no attribute 'get'. Use get_secret() instead.
Reference: Databricks Secrets API Documentation
from databricks.sdk import WorkspaceClient
workspace = WorkspaceClient()
databricks_secret_scope = "107373-ss-dev"
certificate_databricks_secret_key = workspace.secrets.get_secret(
scope=databricks_secret_scope,
key="certificate_key"
)
print(certificate_databricks_secret_key)
Issue 2:
If dbutils.secrets.list('107373-ss-dev') returns empty, it suggests that either the scope or keys are not properly configured, or you don't have the required access.
Note: Secret scope names and keys are case-sensitive. Double-check the spelling and case in your code.
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