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enable safe replacement of mlops.json by setting environment variables #18

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Merged
zeryx merged 1 commit into from
Jul 22, 2022
Merged

enable safe replacement of mlops.json by setting environment variables #18

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16 changes: 10 additions & 6 deletions adk/mlops.py
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Original file line number Diff line number Diff line change
Expand Up @@ -15,14 +15,18 @@ def __init__(self, api_token, path):
if os.path.exists(path):
with open(path) as f:
mlops_config = json.load(f)
else:
raise Exception("'mlops.json' file does not exist, but mlops was requested.")
self.endpoint = mlops_config['datarobot_mlops_service_url']
self.model_id = mlops_config['model_id']
self.deployment_id = mlops_config['deployment_id']
self.mlops_name = mlops_config.get('mlops_dir_name', 'datarobot_mlops_package-8.1.2')
if "MLOPS_SERVICE_URL" in os.environ:
self.endpoint = os.environ['MLOPS_SERVICE_URL']
if "MODEL_ID" in os.environ:
self.model_id = os.environ['MODEL_ID']
if "DEPLOYMENT_ID" in os.environ:
self.deployment_id = os.environ['DEPLOYMENT_ID']
if not os.path.exists(self.agent_dir):
raise Exception("environment is not configured for mlops.\nPlease select a valid mlops enabled environment.")
self.endpoint = mlops_config['datarobot_mlops_service_url']
self.model_id = mlops_config['model_id']
self.deployment_id = mlops_config['deployment_id']
self.mlops_name = mlops_config.get('mlops_dir_name', 'datarobot_mlops_package-8.1.2')

def init(self):
os.environ['MLOPS_DEPLOYMENT_ID'] = self.deployment_id
Expand Down