change

Signed-off-by: kalyanr <[email protected]>

opensearch_py_ml/ml_commons/ml_commons_client.py

@@ -21,6 +21,7 @@
     MODEL_VERSION_FIELD,
     TIMEOUT,
 )
+from opensearch_py_ml.ml_commons.validators.profile import validate_profile_input
 from opensearch_py_ml.ml_commons.model_access_control import ModelAccessControl
 from opensearch_py_ml.ml_commons.model_connector import Connector
 from opensearch_py_ml.ml_commons.model_execute import ModelExecute
@@ -608,3 +609,41 @@ def delete_task(self, task_id: str) -> object:
             method="DELETE",
             url=API_URL,
         )
+
+    def _get_profile(self, payload: Optional[dict] = None):
+        validate_profile_input(None, payload)
+        return self.client.transport.perform_request(
+            method="GET", url=f"{ML_BASE_URI}/{self.API_ENDPOINT}", body=payload
+        )
+
+    def _get_models_profile(
+        self, path_parameter: Optional[str] = "", payload: Optional[dict] = None
+    ):
+        self._validate_input(path_parameter, payload)
+
+        url = f"{ML_BASE_URI}/{self.API_ENDPOINT}/models/{path_parameter if path_parameter else ''}"
+        return self.client.transport.perform_request(
+            method="GET", url=url, body=payload
+        )
+
+    def _get_tasks_profile(
+        self, path_parameter: Optional[str] = "", payload: Optional[dict] = None
+    ):
+        self._validate_input(path_parameter, payload)
+
+        url = f"{ML_BASE_URI}/{self.API_ENDPOINT}/tasks/{path_parameter if path_parameter else ''}"
+        return self.client.transport.perform_request(
+            method="GET", url=url, body=payload
+        )
+
+    def get_profile(self, profile_type="all", id=None, request_body=None):
+        if profile_type == "all":
+            return self._get_profile(request_body)
+        elif profile_type == "model":
+            return self._get_models_profile(id, request_body)
+        elif profile_type == "task":
+            pass
+        else:
+            raise ValueError(
+                "Invalid profile type. Profile type must be 'all', 'model' or 'task'."
+            )

opensearch_py_ml/ml_commons/validators/profile.py

@@ -0,0 +1,16 @@
+# SPDX-License-Identifier: Apache-2.0
+# The OpenSearch Contributors require contributions made to
+# this file be licensed under the Apache-2.0 license or a
+# compatible open source license.
+# Any modifications Copyright OpenSearch Contributors. See
+# GitHub history for details.
+
+"""Module for validating Profile API parameters """
+
+
+def validate_profile_input(path_parameter, payload):
+    if path_parameter is not None and not isinstance(path_parameter, str):
+        raise ValueError("path_parameter needs to be a string or None")
+
+    if payload is not None and not isinstance(payload, dict):
+        raise ValueError("payload needs to be a dictionary or None")