Add ignore validation flag while registering model & improve logging

ads/aqua/app.py

@@ -1,5 +1,5 @@
 #!/usr/bin/env python
-# Copyright (c) 2024 Oracle and/or its affiliates.
+# Copyright (c) 2024, 2025 Oracle and/or its affiliates.
 # Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/
 
 import json
@@ -298,7 +298,7 @@ def get_config(self, model_id: str, config_file_name: str) -> Dict:
         config = {}
         artifact_path = get_artifact_path(oci_model.custom_metadata_list)
         if not artifact_path:
-            logger.error(
+            logger.debug(
                 f"Failed to get artifact path from custom metadata for the model: {model_id}"
             )
             return config

ads/aqua/evaluation/evaluation.py

@@ -1,5 +1,5 @@
 #!/usr/bin/env python
-# Copyright (c) 2024 Oracle and/or its affiliates.
+# Copyright (c) 2024, 2025 Oracle and/or its affiliates.
 # Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/
 import base64
 import json
@@ -199,11 +199,11 @@ def create(
                             eval_inference_configuration = (
                                 container.spec.evaluation_configuration
                             )
-            except Exception:
+            except Exception as ex:
                 logger.debug(
                     f"Could not load inference config details for the evaluation source id: "
                     f"{create_aqua_evaluation_details.evaluation_source_id}. Please check if the container"
-                    f" runtime has the correct SMC image information."
+                    f" runtime has the correct SMC image information.\nError: {str(ex)}"
                 )
         elif (
             DataScienceResource.MODEL
@@ -289,7 +289,7 @@ def create(
                         f"Invalid experiment name. Please provide an experiment with `{Tags.AQUA_EVALUATION}` in tags."
                     )
             except Exception:
-                logger.debug(
+                logger.info(
                     f"Model version set {experiment_model_version_set_name} doesn't exist. "
                     "Creating new model version set."
                 )
@@ -711,21 +711,27 @@ def get(self, eval_id) -> AquaEvaluationDetail:
             try:
                 log = utils.query_resource(log_id, return_all=False)
                 log_name = log.display_name if log else ""
-            except Exception:
+            except Exception as ex:
+                logger.debug(f"Failed to get associated log name. Error: {ex}")
                 pass
 
         if loggroup_id:
             try:
                 loggroup = utils.query_resource(loggroup_id, return_all=False)
                 loggroup_name = loggroup.display_name if loggroup else ""
-            except Exception:
+            except Exception as ex:
+                logger.debug(f"Failed to get associated loggroup name. Error: {ex}")
                 pass
 
         try:
             introspection = json.loads(
                 self._get_attribute_from_model_metadata(resource, "ArtifactTestResults")
             )
-        except Exception:
+        except Exception as ex:
+            logger.debug(
+                f"There was an issue loading the model attribute as json object for evaluation {eval_id}. "
+                f"Setting introspection to empty.\n Error:{ex}"
+            )
             introspection = {}
 
         summary = AquaEvaluationDetail(
@@ -878,13 +884,13 @@ def get_status(self, eval_id: str) -> dict:
         try:
             log_id = job_run_details.log_details.log_id
         except Exception as e:
-            logger.debug(f"Failed to get associated log. {str(e)}")
+            logger.debug(f"Failed to get associated log.\nError: {str(e)}")
             log_id = ""
 
         try:
             loggroup_id = job_run_details.log_details.log_group_id
         except Exception as e:
-            logger.debug(f"Failed to get associated log. {str(e)}")
+            logger.debug(f"Failed to get associated log.\nError: {str(e)}")
             loggroup_id = ""
 
         loggroup_url = get_log_links(region=self.region, log_group_id=loggroup_id)
@@ -958,7 +964,7 @@ def load_metrics(self, eval_id: str) -> AquaEvalMetrics:
                 )
             except Exception as e:
                 logger.debug(
-                    "Failed to load `report.json` from evaluation artifact" f"{str(e)}"
+                    f"Failed to load `report.json` from evaluation artifact.\nError: {str(e)}"
                 )
                 json_report = {}
 
@@ -1047,6 +1053,7 @@ def download_report(self, eval_id) -> AquaEvalReport:
                 return report
 
         with tempfile.TemporaryDirectory() as temp_dir:
+            logger.info(f"Downloading evaluation artifact for {eval_id}.")
             DataScienceModel.from_id(eval_id).download_artifact(
                 temp_dir,
                 auth=self._auth,
@@ -1200,6 +1207,7 @@ def _delete_job_and_model(job, model):
     def load_evaluation_config(self, container: Optional[str] = None) -> Dict:
         """Loads evaluation config."""
 
+        logger.info("Loading evaluation container config.")
         # retrieve the evaluation config by container family name
         evaluation_config = get_evaluation_service_config(container)
 
@@ -1279,9 +1287,9 @@ def _get_source(
                     raise AquaRuntimeError(
                         f"Not supported source type: {resource_type}"
                     )
-        except Exception:
+        except Exception as ex:
             logger.debug(
-                f"Failed to retrieve source information for evaluation {evaluation.identifier}."
+                f"Failed to retrieve source information for evaluation {evaluation.identifier}.\nError: {str(ex)}"
             )
             source_name = ""
 

ads/aqua/extension/aqua_ws_msg_handler.py

@@ -1,10 +1,10 @@
 #!/usr/bin/env python
-# -*- coding: utf-8 -*--
 
-# Copyright (c) 2024 Oracle and/or its affiliates.
+# Copyright (c) 2024, 2025 Oracle and/or its affiliates.
 # Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/
 
 import traceback
+import uuid
 from abc import abstractmethod
 from http.client import responses
 from typing import List
@@ -34,7 +34,7 @@ def __init__(self, message: str):
             self.telemetry = TelemetryClient(
                 bucket=AQUA_TELEMETRY_BUCKET, namespace=AQUA_TELEMETRY_BUCKET_NS
             )
-        except:
+        except Exception:
             pass
 
     @staticmethod
@@ -66,24 +66,31 @@ def write_error(self, status_code, **kwargs):
             "message": message,
             "service_payload": service_payload,
             "reason": reason,
+            "request_id": str(uuid.uuid4()),
         }
         exc_info = kwargs.get("exc_info")
         if exc_info:
-            logger.error("".join(traceback.format_exception(*exc_info)))
+            logger.error(
+                f"Error Request ID: {reply['request_id']}\n"
+                f"Error: {''.join(traceback.format_exception(*exc_info))}"
+            )
             e = exc_info[1]
             if isinstance(e, HTTPError):
                 reply["message"] = e.log_message or message
                 reply["reason"] = e.reason
-            else:
-                logger.warning(reply["message"])
+
+        logger.error(
+            f"Error Request ID: {reply['request_id']}\n"
+            f"Error: {reply['message']} {reply['reason']}"
+        )
         # telemetry may not be present if there is an error while initializing
         if hasattr(self, "telemetry"):
             aqua_api_details = kwargs.get("aqua_api_details", {})
             self.telemetry.record_event_async(
                 category="aqua/error",
                 action=str(status_code),
                 value=reason,
-                **aqua_api_details
+                **aqua_api_details,
             )
         response = AquaWsError(
             status=status_code,

ads/aqua/extension/base_handler.py

@@ -1,6 +1,5 @@
 #!/usr/bin/env python
-# -*- coding: utf-8 -*-
-# Copyright (c) 2024 Oracle and/or its affiliates.
+# Copyright (c) 2024, 2025 Oracle and/or its affiliates.
 # Licensed under the Universal Permissive License v 1.0 as shown at https://oss.oracle.com/licenses/upl/
 
 
@@ -35,7 +34,7 @@ def __init__(
             self.telemetry = TelemetryClient(
                 bucket=AQUA_TELEMETRY_BUCKET, namespace=AQUA_TELEMETRY_BUCKET_NS
             )
-        except:
+        except Exception:
             pass
 
     @staticmethod
@@ -82,19 +81,23 @@ def write_error(self, status_code, **kwargs):
             "message": message,
             "service_payload": service_payload,
             "reason": reason,
+            "request_id": str(uuid.uuid4()),
         }
         exc_info = kwargs.get("exc_info")
         if exc_info:
-            logger.error("".join(traceback.format_exception(*exc_info)))
+            logger.error(
+                f"Error Request ID: {reply['request_id']}\n"
+                f"Error: {''.join(traceback.format_exception(*exc_info))}"
+            )
             e = exc_info[1]
             if isinstance(e, HTTPError):
                 reply["message"] = e.log_message or message
                 reply["reason"] = e.reason if e.reason else reply["reason"]
-                reply["request_id"] = str(uuid.uuid4())
-            else:
-                reply["request_id"] = str(uuid.uuid4())
 
-        logger.warning(reply["message"])
+        logger.error(
+            f"Error Request ID: {reply['request_id']}\n"
+            f"Error: {reply['message']} {reply['reason']}"
+        )
 
         # telemetry may not be present if there is an error while initializing
         if hasattr(self, "telemetry"):
@@ -103,7 +106,7 @@ def write_error(self, status_code, **kwargs):
                 category="aqua/error",
                 action=str(status_code),
                 value=reason,
-                **aqua_api_details
+                **aqua_api_details,
             )
 
         self.finish(json.dumps(reply))

ads/aqua/extension/model_handler.py

@@ -140,6 +140,10 @@ def post(self, *args, **kwargs):  # noqa: ARG002
         ignore_patterns = input_data.get("ignore_patterns")
         freeform_tags = input_data.get("freeform_tags")
         defined_tags = input_data.get("defined_tags")
+        ignore_model_artifact_check = (
+            str(input_data.get("ignore_model_artifact_check", "false")).lower()
+            == "true"
+        )
 
         return self.finish(
             AquaModelApp().register(
@@ -158,6 +162,7 @@ def post(self, *args, **kwargs):  # noqa: ARG002
                 ignore_patterns=ignore_patterns,
                 freeform_tags=freeform_tags,
                 defined_tags=defined_tags,
+                ignore_model_artifact_check=ignore_model_artifact_check,
             )
         )
 

ads/aqua/finetuning/finetuning.py

@@ -382,13 +382,19 @@ def create(
                 defined_tags=model_defined_tags,
             ),
         )
+        logger.debug(
+            f"Successfully updated model custom metadata list and freeform tags for the model {ft_model.id}."
+        )
 
         self.update_model_provenance(
             model_id=ft_model.id,
             update_model_provenance_details=UpdateModelProvenanceDetails(
                 training_id=ft_job_run.id
             ),
         )
+        logger.debug(
+            f"Successfully updated model provenance for the model {ft_model.id}."
+        )
 
         # tracks the shape and replica used for fine-tuning the service models
         telemetry_kwargs = (
@@ -564,7 +570,7 @@ def get_finetuning_config(self, model_id: str) -> Dict:
         config = self.get_config(model_id, AQUA_MODEL_FINETUNING_CONFIG)
         if not config:
             logger.debug(
-                f"Fine-tuning config for custom model: {model_id} is not available."
+                f"Fine-tuning config for custom model: {model_id} is not available. Use defaults."
             )
         return config
 

ads/aqua/model/entities.py

@@ -294,6 +294,7 @@ class ImportModelDetails(CLIBuilderMixin):
     ignore_patterns: Optional[List[str]] = None
     freeform_tags: Optional[dict] = None
     defined_tags: Optional[dict] = None
+    ignore_model_artifact_check: Optional[bool] = None
 
     def __post_init__(self):
         self._command = "model register"