refactor(ingestion): Browse Paths Upgrade V2 Feast & Sagemaker (#6002)

metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/feature_groups.py

@@ -91,7 +91,7 @@ class FeatureGroupProcessor:
         feature_group_snapshot = MLFeatureTableSnapshot(
             urn=builder.make_ml_feature_table_urn("sagemaker", feature_group_name),
             aspects=[
-                BrowsePathsClass(paths=[f"/sagemaker/{feature_group_name}"]),
+                BrowsePathsClass(paths=["/sagemaker"]),
             ],
         )
 

metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/jobs.py

@@ -406,7 +406,7 @@ class JobProcessor:
                         "jobType": job_type.value,
                     },
                 ),
-                BrowsePathsClass(paths=[f"/{job_type.value}/{name}"]),
+                BrowsePathsClass(paths=[f"/{job_type.value}"]),
             ],
         )
 

metadata-ingestion/src/datahub/ingestion/source/aws/sagemaker_processors/models.py

@@ -284,7 +284,7 @@ class ModelProcessor:
                     },
                 ),
                 OwnershipClass(owners),
-                BrowsePathsClass(paths=[f"/sagemaker/{group_name}"]),
+                BrowsePathsClass(paths=["/sagemaker"]),
             ],
         )
 
@@ -432,13 +432,11 @@ class ModelProcessor:
             for x in model_group_names
         ]
 
-        model_browsepaths = [
+        model_browsepaths = [f"/sagemaker/{x}" for x in model_group_names]
-            f"/sagemaker/{x}/{model_details['ModelName']}" for x in model_group_names
-        ]
 
         # if model is not in any groups, set a single browsepath with the model as the first entity
         if not model_browsepaths:
-            model_browsepaths.append(f"/sagemaker/{model_details['ModelName']}")
+            model_browsepaths.append("/sagemaker")
 
         model_snapshot = MLModelSnapshot(
             urn=builder.make_ml_model_urn(

metadata-ingestion/src/datahub/ingestion/source/feast.py

@@ -301,9 +301,7 @@ class FeastRepositorySource(Source):
         feature_view_snapshot = MLFeatureTableSnapshot(
             urn=builder.make_ml_feature_table_urn("feast", feature_view_name),
             aspects=[
-                BrowsePathsClass(
+                BrowsePathsClass(paths=[f"/feast/{self.feature_store.project}"]),
-                    paths=[f"/feast/{self.feature_store.project}/{feature_view_name}"]
-                ),
                 StatusClass(removed=False),
             ],
         )
@@ -342,11 +340,7 @@ class FeastRepositorySource(Source):
         on_demand_feature_view_snapshot = MLFeatureTableSnapshot(
             urn=builder.make_ml_feature_table_urn("feast", on_demand_feature_view_name),
             aspects=[
-                BrowsePathsClass(
+                BrowsePathsClass(paths=[f"/feast/{self.feature_store.project}"]),
-                    paths=[
-                        f"/feast/{self.feature_store.project}/{on_demand_feature_view_name}"
-                    ]
-                ),
                 StatusClass(removed=False),
             ],
         )

metadata-ingestion/tests/integration/feast/feast_repository_mces_golden.json

@@ -173,7 +173,7 @@
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
-                            "/feast/feature_store/feature_store.driver_hourly_stats"
+                            "/feast/feature_store"
                         ]
                     }
                 },
@@ -286,7 +286,7 @@
                 {
                     "com.linkedin.pegasus2avro.common.BrowsePaths": {
                         "paths": [
-                            "/feast/feature_store/feature_store.transformed_conv_rate"
+                            "/feast/feature_store"
                         ]
                     }
                 },

metadata-ingestion/tests/unit/sagemaker/sagemaker_mces_golden.json

@@ -77,7 +77,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/sagemaker/test-2"
+                "/sagemaker"
               ]
             }
           },
@@ -193,7 +193,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/sagemaker/test-1"
+                "/sagemaker"
               ]
             }
           },
@@ -290,7 +290,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/sagemaker/test"
+                "/sagemaker"
               ]
             }
           },
@@ -904,7 +904,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/auto_ml/an-auto-ml-job"
+                "/auto_ml"
               ]
             }
           },
@@ -986,7 +986,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/compilation/a-compilation-job"
+                "/compilation"
               ]
             }
           },
@@ -1069,7 +1069,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/edge_packaging/an-edge-packaging-job"
+                "/edge_packaging"
               ]
             }
           },
@@ -1149,7 +1149,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/hyper_parameter_tuning/a-hyper-parameter-tuning-job"
+                "/hyper_parameter_tuning"
               ]
             }
           },
@@ -1229,7 +1229,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/labeling/a-labeling-job"
+                "/labeling"
               ]
             }
           },
@@ -1318,7 +1318,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/processing/a-processing-job"
+                "/processing"
               ]
             }
           },
@@ -1425,7 +1425,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/training/a-training-job"
+                "/training"
               ]
             }
           },
@@ -1517,7 +1517,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/transform/a-transform-job"
+                "/transform"
               ]
             }
           },
@@ -1641,7 +1641,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/sagemaker/a-model-package-group"
+                "/sagemaker"
               ]
             }
           }
@@ -1720,7 +1720,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/sagemaker/a-model-package-group/the-first-model"
+                "/sagemaker/a-model-package-group"
               ]
             }
           }
@@ -1802,7 +1802,7 @@
           {
             "com.linkedin.pegasus2avro.common.BrowsePaths": {
               "paths": [
-                "/sagemaker/a-model-package-group/the-second-model"
+                "/sagemaker/a-model-package-group"
               ]
             }
           }
@@ -1812,4 +1812,4 @@
     "proposedDelta": null,
     "systemMetadata": null
   }
-]
+]