Support new GCP CPU series

src/dstack/_internal/core/backends/aws/compute.py

@@ -611,9 +611,12 @@ def delete_volume(self, volume: Volume):
                 raise e
         logger.debug("Deleted EBS volume %s", volume.configuration.name)
 
-    def attach_volume(self, volume: Volume, instance_id: str) -> VolumeAttachmentData:
+    def attach_volume(
+        self, volume: Volume, provisioning_data: JobProvisioningData
+    ) -> VolumeAttachmentData:
         ec2_client = self.session.client("ec2", region_name=volume.configuration.region)
 
+        instance_id = provisioning_data.instance_id
         device_names = aws_resources.list_available_device_names(
             ec2_client=ec2_client, instance_id=instance_id
         )
@@ -646,9 +649,12 @@ def attach_volume(self, volume: Volume, instance_id: str) -> VolumeAttachmentDat
         logger.debug("Attached EBS volume %s to instance %s", volume.volume_id, instance_id)
         return VolumeAttachmentData(device_name=device_name)
 
-    def detach_volume(self, volume: Volume, instance_id: str, force: bool = False):
+    def detach_volume(
+        self, volume: Volume, provisioning_data: JobProvisioningData, force: bool = False
+    ):
         ec2_client = self.session.client("ec2", region_name=volume.configuration.region)
 
+        instance_id = provisioning_data.instance_id
         logger.debug("Detaching EBS volume %s from instance %s", volume.volume_id, instance_id)
         attachment_data = get_or_error(volume.get_attachment_data_for_instance(instance_id))
         try:
@@ -667,9 +673,10 @@ def detach_volume(self, volume: Volume, instance_id: str, force: bool = False):
             raise e
         logger.debug("Detached EBS volume %s from instance %s", volume.volume_id, instance_id)
 
-    def is_volume_detached(self, volume: Volume, instance_id: str) -> bool:
+    def is_volume_detached(self, volume: Volume, provisioning_data: JobProvisioningData) -> bool:
         ec2_client = self.session.client("ec2", region_name=volume.configuration.region)
 
+        instance_id = provisioning_data.instance_id
         logger.debug("Getting EBS volume %s status", volume.volume_id)
         response = ec2_client.describe_volumes(VolumeIds=[volume.volume_id])
         volumes_infos = response.get("Volumes")

src/dstack/_internal/core/backends/base/compute.py

@@ -336,7 +336,9 @@ def delete_volume(self, volume: Volume):
         """
         raise NotImplementedError()
 
-    def attach_volume(self, volume: Volume, instance_id: str) -> VolumeAttachmentData:
+    def attach_volume(
+        self, volume: Volume, provisioning_data: JobProvisioningData
+    ) -> VolumeAttachmentData:
         """
         Attaches a volume to the instance.
         If the volume is not found, it should raise `ComputeError()`.
@@ -345,15 +347,17 @@ def attach_volume(self, volume: Volume, instance_id: str) -> VolumeAttachmentDat
         """
         raise NotImplementedError()
 
-    def detach_volume(self, volume: Volume, instance_id: str, force: bool = False):
+    def detach_volume(
+        self, volume: Volume, provisioning_data: JobProvisioningData, force: bool = False
+    ):
         """
         Detaches a volume from the instance.
         Implement only if compute may return `VolumeProvisioningData.detachable`.
         Otherwise, volumes should be detached on instance termination.
         """
         raise NotImplementedError()
 
-    def is_volume_detached(self, volume: Volume, instance_id: str) -> bool:
+    def is_volume_detached(self, volume: Volume, provisioning_data: JobProvisioningData) -> bool:
         """
         Checks if a volume was detached from the instance.
         If `detach_volume()` may fail to detach volume,

src/dstack/_internal/core/backends/gcp/compute.py

@@ -649,32 +649,41 @@ def delete_volume(self, volume: Volume):
             pass
         logger.debug("Deleted persistent disk for volume %s", volume.name)
 
-    def attach_volume(self, volume: Volume, instance_id: str) -> VolumeAttachmentData:
+    def attach_volume(
+        self, volume: Volume, provisioning_data: JobProvisioningData
+    ) -> VolumeAttachmentData:
+        instance_id = provisioning_data.instance_id
         logger.debug(
             "Attaching persistent disk for volume %s to instance %s",
             volume.volume_id,
             instance_id,
         )
+        if not gcp_resources.instance_type_supports_persistent_disk(
+            provisioning_data.instance_type.name
+        ):
+            raise ComputeError(
+                f"Instance type {provisioning_data.instance_type.name} does not support Persistent disk volumes"
+            )
+
         zone = get_or_error(volume.provisioning_data).availability_zone
+        is_tpu = _is_tpu_provisioning_data(provisioning_data)
         try:
             disk = self.disk_client.get(
                 project=self.config.project_id,
                 zone=zone,
                 disk=volume.volume_id,
             )
             disk_url = disk.self_link
+        except google.api_core.exceptions.NotFound:
+            raise ComputeError("Persistent disk found")
 
-            # This method has no information if the instance is a TPU or a VM,
-            # so we first try to see if there is a TPU with such name
-            try:
+        try:
+            if is_tpu:
                 get_node_request = tpu_v2.GetNodeRequest(
                     name=f"projects/{self.config.project_id}/locations/{zone}/nodes/{instance_id}",
                 )
                 tpu_node = self.tpu_client.get_node(get_node_request)
-            except google.api_core.exceptions.NotFound:
-                tpu_node = None
 
-            if tpu_node is not None:
                 # Python API to attach a disk to a TPU is not documented,
                 # so we follow the code from the gcloud CLI:
                 # https://github.com/twistedpair/google-cloud-sdk/blob/26ab5a281d56b384cc25750f3279a27afe5b499f/google-cloud-sdk/lib/googlecloudsdk/command_lib/compute/tpus/tpu_vm/util.py#L113
@@ -711,7 +720,6 @@ def attach_volume(self, volume: Volume, instance_id: str) -> VolumeAttachmentDat
                 attached_disk.auto_delete = False
                 attached_disk.device_name = f"pd-{volume.volume_id}"
                 device_name = attached_disk.device_name
-
                 operation = self.instances_client.attach_disk(
                     project=self.config.project_id,
                     zone=zone,
@@ -720,31 +728,33 @@ def attach_volume(self, volume: Volume, instance_id: str) -> VolumeAttachmentDat
                 )
                 gcp_resources.wait_for_extended_operation(operation, "persistent disk attachment")
         except google.api_core.exceptions.NotFound:
-            raise ComputeError("Persistent disk or instance not found")
+            raise ComputeError("Disk or instance not found")
         logger.debug(
             "Attached persistent disk for volume %s to instance %s", volume.volume_id, instance_id
         )
         return VolumeAttachmentData(device_name=device_name)
 
-    def detach_volume(self, volume: Volume, instance_id: str, force: bool = False):
+    def detach_volume(
+        self, volume: Volume, provisioning_data: JobProvisioningData, force: bool = False
+    ):
+        instance_id = provisioning_data.instance_id
         logger.debug(
             "Detaching persistent disk for volume %s from instance %s",
             volume.volume_id,
             instance_id,
         )
         zone = get_or_error(volume.provisioning_data).availability_zone
         attachment_data = get_or_error(volume.get_attachment_data_for_instance(instance_id))
-        # This method has no information if the instance is a TPU or a VM,
-        # so we first try to see if there is a TPU with such name
-        try:
-            get_node_request = tpu_v2.GetNodeRequest(
-                name=f"projects/{self.config.project_id}/locations/{zone}/nodes/{instance_id}",
-            )
-            tpu_node = self.tpu_client.get_node(get_node_request)
-        except google.api_core.exceptions.NotFound:
-            tpu_node = None
+        is_tpu = _is_tpu_provisioning_data(provisioning_data)
+        if is_tpu:
+            try:
+                get_node_request = tpu_v2.GetNodeRequest(
+                    name=f"projects/{self.config.project_id}/locations/{zone}/nodes/{instance_id}",
+                )
+                tpu_node = self.tpu_client.get_node(get_node_request)
+            except google.api_core.exceptions.NotFound:
+                raise ComputeError("Instance not found")
 
-        if tpu_node is not None:
             source_disk = (
                 f"projects/{self.config.project_id}/zones/{zone}/disks/{volume.volume_id}"
             )
@@ -815,6 +825,11 @@ def _filter(offer: InstanceOffer) -> bool:
         if _is_tpu(offer.instance.name) and not _is_single_host_tpu(offer.instance.name):
             return False
         for family in [
+            "m4-",
+            "c4-",
+            "n4-",
+            "h3-",
+            "n2-",
             "e2-medium",
             "e2-standard-",
             "e2-highmem-",
@@ -1001,3 +1016,11 @@ def _get_tpu_data_disk_for_volume(project_id: str, volume: Volume) -> tpu_v2.Att
         mode=tpu_v2.AttachedDisk.DiskMode.READ_WRITE,
     )
     return attached_disk
+
+
+def _is_tpu_provisioning_data(provisioning_data: JobProvisioningData) -> bool:
+    is_tpu = False
+    if provisioning_data.backend_data:
+        backend_data_dict = json.loads(provisioning_data.backend_data)
+        is_tpu = backend_data_dict.get("is_tpu", False)
+    return is_tpu

src/dstack/_internal/core/backends/gcp/resources.py

@@ -140,7 +140,10 @@ def create_instance_struct(
     initialize_params = compute_v1.AttachedDiskInitializeParams()
     initialize_params.source_image = image_id
     initialize_params.disk_size_gb = disk_size
-    initialize_params.disk_type = f"zones/{zone}/diskTypes/pd-balanced"
+    if instance_type_supports_persistent_disk(machine_type):
+        initialize_params.disk_type = f"zones/{zone}/diskTypes/pd-balanced"
+    else:
+        initialize_params.disk_type = f"zones/{zone}/diskTypes/hyperdisk-balanced"
     disk.initialize_params = initialize_params
     instance.disks = [disk]
 
@@ -421,7 +424,7 @@ def wait_for_extended_operation(
 
     if operation.error_code:
         # Write only debug logs here.
-        # The unexpected errors will be propagated and logged appropriatly by the caller.
+        # The unexpected errors will be propagated and logged appropriately by the caller.
         logger.debug(
             "Error during %s: [Code: %s]: %s",
             verbose_name,
@@ -462,3 +465,16 @@ def get_placement_policy_resource_name(
     placement_policy: str,
 ) -> str:
     return f"projects/{project_id}/regions/{region}/resourcePolicies/{placement_policy}"
+
+
+def instance_type_supports_persistent_disk(instance_type_name: str) -> bool:
+    return not any(
+        instance_type_name.startswith(series)
+        for series in [
+            "m4-",
+            "c4-",
+            "n4-",
+            "h3-",
+            "v6e",
+        ]
+    )

src/dstack/_internal/core/backends/local/compute.py

@@ -110,8 +110,10 @@ def create_volume(self, volume: Volume) -> VolumeProvisioningData:
     def delete_volume(self, volume: Volume):
         pass
 
-    def attach_volume(self, volume: Volume, instance_id: str):
+    def attach_volume(self, volume: Volume, provisioning_data: JobProvisioningData):
         pass
 
-    def detach_volume(self, volume: Volume, instance_id: str, force: bool = False):
+    def detach_volume(
+        self, volume: Volume, provisioning_data: JobProvisioningData, force: bool = False
+    ):
         pass

src/dstack/_internal/server/background/tasks/process_submitted_jobs.py

@@ -659,7 +659,7 @@ async def _attach_volumes(
                         backend=backend,
                         volume_model=volume_model,
                         instance=instance,
-                        instance_id=job_provisioning_data.instance_id,
+                        jpd=job_provisioning_data,
                     )
                     job_runtime_data.volume_names.append(volume.name)
                     break  # attach next mount point
@@ -685,7 +685,7 @@ async def _attach_volume(
     backend: Backend,
     volume_model: VolumeModel,
     instance: InstanceModel,
-    instance_id: str,
+    jpd: JobProvisioningData,
 ):
     compute = backend.compute()
     assert isinstance(compute, ComputeWithVolumeSupport)
@@ -697,7 +697,7 @@ async def _attach_volume(
     attachment_data = await common_utils.run_async(
         compute.attach_volume,
         volume=volume,
-        instance_id=instance_id,
+        provisioning_data=jpd,
     )
     volume_attachment_model = VolumeAttachmentModel(
         volume=volume_model,

src/dstack/_internal/server/services/jobs/__init__.py

@@ -470,20 +470,20 @@ async def _detach_volume_from_job_instance(
             await run_async(
                 compute.detach_volume,
                 volume=volume,
-                instance_id=jpd.instance_id,
+                provisioning_data=jpd,
                 force=False,
             )
             # For some backends, the volume may be detached immediately
             detached = await run_async(
                 compute.is_volume_detached,
                 volume=volume,
-                instance_id=jpd.instance_id,
+                provisioning_data=jpd,
             )
         else:
             detached = await run_async(
                 compute.is_volume_detached,
                 volume=volume,
-                instance_id=jpd.instance_id,
+                provisioning_data=jpd,
             )
             if not detached and _should_force_detach_volume(job_model, job_spec.stop_duration):
                 logger.info(
@@ -494,7 +494,7 @@ async def _detach_volume_from_job_instance(
                 await run_async(
                     compute.detach_volume,
                     volume=volume,
-                    instance_id=jpd.instance_id,
+                    provisioning_data=jpd,
                     force=True,
                 )
                 # Let the next iteration check if force detach worked

src/tests/_internal/server/background/tasks/test_process_terminating_jobs.py

@@ -190,7 +190,7 @@ async def test_force_detaches_job_volumes(self, session: AsyncSession):
             m.assert_awaited_once()
             backend_mock.compute.return_value.detach_volume.assert_called_once_with(
                 volume=volume_model_to_volume(volume),
-                instance_id=job_provisioning_data.instance_id,
+                provisioning_data=job_provisioning_data,
                 force=True,
             )
             backend_mock.compute.return_value.is_volume_detached.assert_called_once()