Collpse cross-account artifacts in query lineage response

Author: yzhu0

src/sagemaker/lineage/query.py

@@ -208,6 +208,44 @@ def _convert_api_response(self, response) -> LineageQueryResult:
 
         return converted
 
+    def _collapse_cross_cross_account_artifacts(self, query_response):
+        """Collapse the duplicate vertices and edges for cross-account."""
+        for edge in query_response.edges:
+            if (
+                "artifact" in edge.source_arn
+                and "artifact" in edge.destination_arn
+                and edge.source_arn.split("/")[1] == edge.destination_arn.split("/")[1]
+                and edge.source_arn != edge.destination_arn
+            ):
+                edge_source_arn = edge.source_arn
+                edge_destination_arn = edge.destination_arn
+                self._update_cross_account_edge(
+                    edges=query_response.edges,
+                    arn=edge_source_arn,
+                    duplicate_arn=edge_destination_arn,
+                )
+                self._update_cross_account_vertex(
+                    query_response=query_response, duplicate_arn=edge_destination_arn
+                )
+
+        # remove the duplicate edges from cross account
+        new_edge = [e for e in query_response.edges if not e.source_arn == e.destination_arn]
+        query_response.edges = new_edge
+
+        return query_response
+
+    def _update_cross_account_edge(self, edges, arn, duplicate_arn):
+        """Replace the duplicate arn with arn in edges list."""
+        for idx, e in enumerate(edges):
+            if e.destination_arn == duplicate_arn:
+                edges[idx].destination_arn = arn
+            elif e.source_arn == duplicate_arn:
+                edges[idx].source_arn = arn
+
+    def _update_cross_account_vertex(self, query_response, duplicate_arn):
+        """Remove the vertex with duplicate arn in the vertices list."""
+        query_response.vertices = [v for v in query_response.vertices if not v.arn == duplicate_arn]
+
     def query(
         self,
         start_arns: List[str],
@@ -235,5 +273,7 @@ def query(
             Filters=query_filter._to_request_dict() if query_filter else {},
             MaxDepth=max_depth,
         )
+        query_response = self._convert_api_response(query_response)
+        query_response = self._collapse_cross_cross_account_artifacts(query_response)
 
-        return self._convert_api_response(query_response)
+        return query_response

tests/unit/sagemaker/lineage/test_query.py

@@ -44,6 +44,143 @@ def test_lineage_query(sagemaker_session):
     assert response.vertices[1].lineage_entity == "Context"
 
 
+def test_lineage_query_cross_account_same_artifact(sagemaker_session):
+    lineage_query = LineageQuery(sagemaker_session)
+    sagemaker_session.sagemaker_client.query_lineage.return_value = {
+        "Vertices": [
+            {
+                "Arn": "arn:aws:sagemaker:us-east-2:012345678901:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "Type": "Endpoint",
+                "LineageType": "Artifact",
+            },
+            {
+                "Arn": "arn:aws:sagemaker:us-east-2:012345678902:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "Type": "Endpoint",
+                "LineageType": "Artifact",
+            },
+        ],
+        "Edges": [
+            {
+                "SourceArn": "arn:aws:sagemaker:us-east-2:012345678901:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "DestinationArn": "arn:aws:sagemaker:us-east-2:012345678902:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "AssociationType": "SAME_AS",
+            },
+            {
+                "SourceArn": "arn:aws:sagemaker:us-east-2:012345678902:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "DestinationArn": "arn:aws:sagemaker:us-east-2:012345678901:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "AssociationType": "SAME_AS",
+            },
+        ],
+    }
+
+    response = lineage_query.query(
+        start_arns=["arn:aws:sagemaker:us-west-2:0123456789012:context/mycontext"]
+    )
+    assert len(response.edges) == 0
+    assert len(response.vertices) == 1
+    assert (
+        response.vertices[0].arn
+        == "arn:aws:sagemaker:us-east-2:012345678901:artifact/e1f29799189751939405b0f2b5b9d2a0"
+    )
+    assert response.vertices[0].lineage_source == "Endpoint"
+    assert response.vertices[0].lineage_entity == "Artifact"
+
+
+def test_lineage_query_cross_account(sagemaker_session):
+    lineage_query = LineageQuery(sagemaker_session)
+    sagemaker_session.sagemaker_client.query_lineage.return_value = {
+        "Vertices": [
+            {
+                "Arn": "arn:aws:sagemaker:us-east-2:012345678901:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "Type": "Endpoint",
+                "LineageType": "Artifact",
+            },
+            {
+                "Arn": "arn:aws:sagemaker:us-east-2:012345678902:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "Type": "Endpoint",
+                "LineageType": "Artifact",
+            },
+            {
+                "Arn": "arn:aws:sagemaker:us-east-2:012345678903:artifact/e1f29799189751939405b0f2b5b9abcd",
+                "Type": "Endpoint",
+                "LineageType": "Artifact",
+            },
+            {
+                "Arn": "arn:aws:sagemaker:us-east-2:012345678903:artifact/e1f29799189751939405b0f2b5b9efgh",
+                "Type": "Endpoint",
+                "LineageType": "Artifact",
+            },
+        ],
+        "Edges": [
+            {
+                "SourceArn": "arn:aws:sagemaker:us-east-2:012345678901:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "DestinationArn": "arn:aws:sagemaker:us-east-2:012345678902:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "AssociationType": "SAME_AS",
+            },
+            {
+                "SourceArn": "arn:aws:sagemaker:us-east-2:012345678902:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "DestinationArn": "arn:aws:sagemaker:us-east-2:012345678901:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "AssociationType": "SAME_AS",
+            },
+            {
+                "SourceArn": "arn:aws:sagemaker:us-east-2:012345678902:artifact/e1f29799189751939405b0f2b5b9d2a0",
+                "DestinationArn": "arn:aws:sagemaker:us-east-2:012345678903:artifact/e1f29799189751939405b0f2b5b9abcd",
+                "AssociationType": "ABC",
+            },
+            {
+                "SourceArn": "arn:aws:sagemaker:us-east-2:012345678903:artifact/e1f29799189751939405b0f2b5b9abcd",
+                "DestinationArn": "arn:aws:sagemaker:us-east-2:012345678903:artifact/e1f29799189751939405b0f2b5b9efgh",
+                "AssociationType": "DEF",
+            },
+        ],
+    }
+
+    response = lineage_query.query(
+        start_arns=["arn:aws:sagemaker:us-west-2:0123456789012:context/mycontext"]
+    )
+
+    assert len(response.edges) == 2
+    assert (
+        response.edges[0].source_arn
+        == "arn:aws:sagemaker:us-east-2:012345678901:artifact/e1f29799189751939405b0f2b5b9d2a0"
+    )
+    assert (
+        response.edges[0].destination_arn
+        == "arn:aws:sagemaker:us-east-2:012345678903:artifact/e1f29799189751939405b0f2b5b9abcd"
+    )
+    assert response.edges[0].association_type == "ABC"
+
+    assert (
+        response.edges[1].source_arn
+        == "arn:aws:sagemaker:us-east-2:012345678903:artifact/e1f29799189751939405b0f2b5b9abcd"
+    )
+    assert (
+        response.edges[1].destination_arn
+        == "arn:aws:sagemaker:us-east-2:012345678903:artifact/e1f29799189751939405b0f2b5b9efgh"
+    )
+    assert response.edges[1].association_type == "DEF"
+
+    assert len(response.vertices) == 3
+    assert (
+        response.vertices[0].arn
+        == "arn:aws:sagemaker:us-east-2:012345678901:artifact/e1f29799189751939405b0f2b5b9d2a0"
+    )
+    assert response.vertices[0].lineage_source == "Endpoint"
+    assert response.vertices[0].lineage_entity == "Artifact"
+    assert (
+        response.vertices[1].arn
+        == "arn:aws:sagemaker:us-east-2:012345678903:artifact/e1f29799189751939405b0f2b5b9abcd"
+    )
+    assert response.vertices[1].lineage_source == "Endpoint"
+    assert response.vertices[1].lineage_entity == "Artifact"
+    assert (
+        response.vertices[2].arn
+        == "arn:aws:sagemaker:us-east-2:012345678903:artifact/e1f29799189751939405b0f2b5b9efgh"
+    )
+    assert response.vertices[2].lineage_source == "Endpoint"
+    assert response.vertices[2].lineage_entity == "Artifact"
+
+
 def test_vertex_to_object_endpoint_context(sagemaker_session):
     vertex = Vertex(
         arn="arn:aws:sagemaker:us-west-2:0123456789012:context/mycontext",