feat: Add image_node and vfolder_node fields to ComputeSession schema

changes/2987.feature.md

@@ -0,0 +1 @@
+Add image_node and vfolder_node fields to ComputeSession schema

src/ai/backend/manager/api/schema.graphql

@@ -156,16 +156,21 @@ type Queries {
     id: GlobalIDField!
 
     """Added in 24.09.0."""
-    project_id: UUID!
+    project_id: UUID @deprecated(reason: "Deprecated since 24.12.0.")
 
     """Added in 24.09.0. Default is read_attribute."""
     permission: SessionPermissionValueField = "read_attribute"
   ): ComputeSessionNode
 
   """Added in 24.09.0."""
   compute_session_nodes(
+    """
+    Added in 24.12.0. Default value `system` queries across the entire system.
+    """
+    scope_id: ScopeField
+
     """Added in 24.09.0."""
-    project_id: UUID!
+    project_id: UUID @deprecated(reason: "Deprecated since 24.12.0. Use `scope_id` instead.")
 
     """Added in 24.09.0. Default is read_attribute."""
     permission: SessionPermissionValueField = "read_attribute"
@@ -579,6 +584,14 @@ type KernelNode implements Node {
   cluster_hostname: String
   session_id: UUID
   image: ImageNode
+
+  """Added in 24.12.0."""
+  image_reference: String
+
+  """
+  Added in 24.12.0. The architecture that the image of this kernel requires
+  """
+  architecture: String
   status: String
   status_changed: DateTime
   status_info: String
@@ -1177,6 +1190,12 @@ type ComputeSessionNode implements Node {
   vfolder_mounts: [String]
   occupied_slots: JSONString
   requested_slots: JSONString
+
+  """Added in 24.12.0."""
+  image_references: [String]
+
+  """Added in 24.12.0."""
+  vfolder_nodes: [VirtualFolderNode]
   num_queries: BigInt
   inference_metrics: JSONString
   kernel_nodes(filter: String, order: String, offset: Int, before: String, after: String, first: Int, last: Int): KernelConnection

src/ai/backend/manager/models/endpoint.py

@@ -793,7 +793,7 @@ async def from_row(
         return cls(
             endpoint_id=row.id,
             # image="", # deprecated, row.image_object.name,
-            image_object=ImageNode.from_row(row.image_row),
+            image_object=ImageNode.from_row(ctx, row.image_row),
             domain=row.domain,
             project=row.project,
             resource_group=row.resource_group,

src/ai/backend/manager/models/gql.py

@@ -130,7 +130,7 @@
     LegacyComputeSessionList,
 )
 from .keypair import CreateKeyPair, DeleteKeyPair, KeyPair, KeyPairList, ModifyKeyPair
-from .rbac import ScopeType, SystemScope
+from .rbac import ProjectScope, ScopeType, SystemScope
 from .rbac.permission_defs import AgentPermission, ComputeSessionPermission, DomainPermission
 from .rbac.permission_defs import VFolderPermission as VFolderRBACPermission
 from .resource_policy import (
@@ -726,7 +726,11 @@ class Queries(graphene.ObjectType):
         ComputeSessionNode,
         description="Added in 24.09.0.",
         id=GlobalIDField(required=True),
-        project_id=graphene.UUID(required=True, description="Added in 24.09.0."),
+        project_id=graphene.UUID(
+            required=False,
+            description="Added in 24.09.0.",
+            deprecation_reason="Deprecated since 24.12.0.",
+        ),
         permission=SessionPermissionValueField(
             default_value=ComputeSessionPermission.READ_ATTRIBUTE,
             description=f"Added in 24.09.0. Default is {ComputeSessionPermission.READ_ATTRIBUTE.value}.",
@@ -736,7 +740,15 @@ class Queries(graphene.ObjectType):
     compute_session_nodes = PaginatedConnectionField(
         ComputeSessionConnection,
         description="Added in 24.09.0.",
-        project_id=graphene.UUID(required=True, description="Added in 24.09.0."),
+        scope_id=ScopeField(
+            required=False,
+            description="Added in 24.12.0. Default value `system` queries across the entire system.",
+        ),
+        project_id=graphene.UUID(
+            required=False,
+            description="Added in 24.09.0.",
+            deprecation_reason="Deprecated since 24.12.0. Use `scope_id` instead.",
+        ),
         permission=SessionPermissionValueField(
             default_value=ComputeSessionPermission.READ_ATTRIBUTE,
             description=f"Added in 24.09.0. Default is {ComputeSessionPermission.READ_ATTRIBUTE.value}.",
@@ -2043,17 +2055,23 @@ async def resolve_compute_session_node(
         info: graphene.ResolveInfo,
         *,
         id: ResolvedGlobalID,
-        project_id: uuid.UUID,
+        project_id: Optional[uuid.UUID] = None,
         permission: ComputeSessionPermission = ComputeSessionPermission.READ_ATTRIBUTE,
     ) -> ComputeSessionNode | None:
-        return await ComputeSessionNode.get_accessible_node(info, id, project_id, permission)
+        scope_id: ScopeType
+        if project_id is None:
+            scope_id = SystemScope()
+        else:
+            scope_id = ProjectScope(project_id=project_id)
+        return await ComputeSessionNode.get_accessible_node(info, id, scope_id, permission)
 
     @staticmethod
     async def resolve_compute_session_nodes(
         root: Any,
         info: graphene.ResolveInfo,
         *,
-        project_id: uuid.UUID,
+        scope_id: Optional[ScopeType] = None,
+        project_id: Optional[uuid.UUID] = None,
         permission: ComputeSessionPermission = ComputeSessionPermission.READ_ATTRIBUTE,
         filter: str | None = None,
         order: str | None = None,
@@ -2063,9 +2081,17 @@ async def resolve_compute_session_nodes(
         before: str | None = None,
         last: int | None = None,
     ) -> ConnectionResolverResult[ComputeSessionNode]:
+        _scope_id: ScopeType
+        if scope_id is not None:
+            _scope_id = scope_id
+        else:
+            if project_id is not None:
+                _scope_id = ProjectScope(project_id=project_id)
+            else:
+                _scope_id = SystemScope()
         return await ComputeSessionNode.get_accessible_connection(
             info,
-            project_id,
+            _scope_id,
             permission,
             filter,
             order,

src/ai/backend/manager/models/gql_models/image.py

@@ -9,6 +9,7 @@
     AsyncIterator,
     List,
     Optional,
+    Self,
     overload,
 )
 from uuid import UUID
@@ -27,12 +28,13 @@
     ImageAlias,
 )
 from ai.backend.logging import BraceStyleAdapter
+from ai.backend.manager.models.base import batch_multiresult_in_scalar_stream
 from ai.backend.manager.models.container_registry import ContainerRegistryRow, ContainerRegistryType
 
 from ...api.exceptions import ImageNotFound, ObjectNotFound
 from ...defs import DEFAULT_IMAGE_ARCH
 from ..base import set_if_set
-from ..gql_relay import AsyncNode
+from ..gql_relay import AsyncNode, Connection
 from ..image import (
     ImageAliasRow,
     ImageIdentifier,
@@ -330,16 +332,37 @@ class Meta:
         graphene.String, description="Added in 24.03.4. The array of image aliases."
     )
 
+    @classmethod
+    async def batch_load_by_name_and_arch(
+        cls,
+        graph_ctx: GraphQueryContext,
+        name_and_arch: Sequence[tuple[str, str]],
+    ) -> Sequence[Sequence[ImageNode]]:
+        query = (
+            sa.select(ImageRow)
+            .where(sa.tuple_(ImageRow.name, ImageRow.architecture).in_(name_and_arch))
+            .options(selectinload(ImageRow.aliases))
+        )
+        async with graph_ctx.db.begin_readonly_session() as db_session:
+            return await batch_multiresult_in_scalar_stream(
+                graph_ctx,
+                db_session,
+                query,
+                cls,
+                name_and_arch,
+                lambda row: (row.name, row.architecture),
+            )
+
     @overload
     @classmethod
-    def from_row(cls, row: ImageRow) -> ImageNode: ...
+    def from_row(cls, graph_ctx: GraphQueryContext, row: ImageRow) -> Self: ...
 
     @overload
     @classmethod
-    def from_row(cls, row: None) -> None: ...
+    def from_row(cls, graph_ctx: GraphQueryContext, row: None) -> None: ...
 
     @classmethod
-    def from_row(cls, row: ImageRow | None) -> ImageNode | None:
+    def from_row(cls, graph_ctx: GraphQueryContext, row: ImageRow | None) -> Self | None:
         if row is None:
             return None
         return cls(
@@ -401,7 +424,13 @@ async def get_node(cls, info: graphene.ResolveInfo, id: str) -> ImageNode:
             image_row = await db_session.scalar(query)
             if image_row is None:
                 raise ValueError(f"Image not found (id: {image_id})")
-            return cls.from_row(image_row)
+            return cls.from_row(graph_ctx, image_row)
+
+
+class ImageConnection(Connection):
+    class Meta:
+        node = ImageNode
+        description = "Added in 24.12.0."
 
 
 class ForgetImageById(graphene.Mutation):
@@ -453,7 +482,7 @@ async def mutate(
                 ):
                     return ForgetImageById(ok=False, msg="Forbidden")
             await session.delete(image_row)
-            return ForgetImageById(ok=True, msg="", image=ImageNode.from_row(image_row))
+            return ForgetImageById(ok=True, msg="", image=ImageNode.from_row(ctx, image_row))
 
 
 class ForgetImage(graphene.Mutation):
@@ -500,7 +529,7 @@ async def mutate(
                 ):
                     return ForgetImage(ok=False, msg="Forbidden")
             await session.delete(image_row)
-            return ForgetImage(ok=True, msg="", image=ImageNode.from_row(image_row))
+            return ForgetImage(ok=True, msg="", image=ImageNode.from_row(ctx, image_row))
 
 
 class UntagImageFromRegistry(graphene.Mutation):
@@ -566,7 +595,7 @@ async def mutate(
         scanner = HarborRegistry_v2(ctx.db, image_row.image_ref.registry, registry_info)
         await scanner.untag(image_row.image_ref)
 
-        return UntagImageFromRegistry(ok=True, msg="", image=ImageNode.from_row(image_row))
+        return UntagImageFromRegistry(ok=True, msg="", image=ImageNode.from_row(ctx, image_row))
 
 
 class PreloadImage(graphene.Mutation):

src/ai/backend/manager/models/gql_models/kernel.py

@@ -4,7 +4,9 @@
 from typing import (
     TYPE_CHECKING,
     Any,
+    Optional,
     Self,
+    cast,
 )
 
 import graphene
@@ -14,10 +16,7 @@
 
 from ai.backend.common import msgpack, redis_helper
 from ai.backend.common.types import AgentId, KernelId, SessionId
-from ai.backend.manager.models.base import (
-    batch_multiresult_in_scalar_stream,
-    batch_multiresult_in_session,
-)
+from ai.backend.manager.models.base import batch_multiresult_in_scalar_stream
 
 from ..gql_relay import AsyncNode, Connection
 from ..kernel import KernelRow, KernelStatus
@@ -48,6 +47,10 @@ class Meta:
 
     # image
     image = graphene.Field(ImageNode)
+    image_reference = graphene.String(description="Added in 24.12.0.")
+    architecture = graphene.String(
+        description="Added in 24.12.0. The architecture that the image of this kernel requires"
+    )
 
     # status
     status = graphene.String()
@@ -75,11 +78,9 @@ async def batch_load_by_session_id(
         graph_ctx: GraphQueryContext,
         session_ids: Sequence[SessionId],
     ) -> Sequence[Sequence[Self]]:
-        from ..kernel import kernels
-
         async with graph_ctx.db.begin_readonly_session() as db_sess:
-            query = sa.select(kernels).where(kernels.c.session_id.in_(session_ids))
-            return await batch_multiresult_in_session(
+            query = sa.select(KernelRow).where(KernelRow.session_id.in_(session_ids))
+            return await batch_multiresult_in_scalar_stream(
                 graph_ctx,
                 db_sess,
                 query,
@@ -122,6 +123,8 @@ def from_row(cls, ctx: GraphQueryContext, row: KernelRow) -> Self:
             local_rank=row.local_rank,
             cluster_role=row.cluster_role,
             session_id=row.session_id,
+            architecture=row.architecture,
+            image_reference=row.image,
             status=row.status,
             status_changed=row.status_changed,
             status_info=row.status_info,
@@ -138,6 +141,17 @@ def from_row(cls, ctx: GraphQueryContext, row: KernelRow) -> Self:
             preopen_ports=row.preopen_ports,
         )
 
+    async def resolve_image(self, info: graphene.ResolveInfo) -> Optional[ImageNode]:
+        graph_ctx: GraphQueryContext = info.context
+        loader = graph_ctx.dataloader_manager.get_loader_by_func(
+            graph_ctx, ImageNode.batch_load_by_name_and_arch
+        )
+        images = cast(list[ImageNode], await loader.load((self.image_reference, self.architecture)))
+        try:
+            return images[0]
+        except IndexError:
+            return None
+
     async def resolve_live_stat(self, info: graphene.ResolveInfo) -> dict[str, Any] | None:
         graph_ctx: GraphQueryContext = info.context
         loader = graph_ctx.dataloader_manager.get_loader_by_func(