From 16e7159e218fa25f1fe44caed1227aea2b9a87b3 Mon Sep 17 00:00:00 2001 From: luke-lombardi <33990301+luke-lombardi@users.noreply.github.com> Date: Mon, 12 Aug 2024 12:52:16 -0400 Subject: [PATCH] enable multi-gpu containers --- pkg/abstractions/container/container.go | 4 +- pkg/abstractions/endpoint/instance.go | 4 +- pkg/abstractions/function/task.go | 4 +- pkg/abstractions/taskqueue/instance.go | 4 +- pkg/gateway/gateway.proto | 4 +- pkg/gateway/services/stub.go | 13 +- pkg/types/backend.go | 9 +- proto/gateway.pb.go | 648 +++++++++++----------- sdk/src/beta9/abstractions/base/runner.py | 6 + sdk/src/beta9/abstractions/container.py | 2 + sdk/src/beta9/abstractions/endpoint.py | 4 + sdk/src/beta9/abstractions/function.py | 2 + sdk/src/beta9/abstractions/taskqueue.py | 2 + sdk/src/beta9/clients/gateway/__init__.py | 1 + 14 files changed, 371 insertions(+), 336 deletions(-) diff --git a/pkg/abstractions/container/container.go b/pkg/abstractions/container/container.go index 04994060a..f85edfe2b 100644 --- a/pkg/abstractions/container/container.go +++ b/pkg/abstractions/container/container.go @@ -150,8 +150,8 @@ func (cs *CmdContainerService) ExecuteCommand(in *pb.CommandExecutionRequest, st env = append(secrets, env...) - gpuCount := 0 - if stubConfig.Runtime.Gpu != "" { + gpuCount := stubConfig.Runtime.GpuCount + if stubConfig.Runtime.Gpu != "" && gpuCount == 0 { gpuCount = 1 } diff --git a/pkg/abstractions/endpoint/instance.go b/pkg/abstractions/endpoint/instance.go index 77893e08a..93e9f9301 100644 --- a/pkg/abstractions/endpoint/instance.go +++ b/pkg/abstractions/endpoint/instance.go @@ -53,8 +53,8 @@ func (i *endpointInstance) startContainers(containersToRun int) error { env = append(secrets, env...) - gpuCount := 0 - if i.StubConfig.Runtime.Gpu != "" { + gpuCount := i.StubConfig.Runtime.GpuCount + if i.StubConfig.Runtime.Gpu != "" && gpuCount == 0 { gpuCount = 1 } diff --git a/pkg/abstractions/function/task.go b/pkg/abstractions/function/task.go index 601e04747..f9bfd45cd 100644 --- a/pkg/abstractions/function/task.go +++ b/pkg/abstractions/function/task.go @@ -127,8 +127,8 @@ func (t *FunctionTask) run(ctx context.Context, stub *types.StubWithRelated) err return err } - gpuCount := 0 - if stubConfig.Runtime.Gpu != "" { + gpuCount := stubConfig.Runtime.GpuCount + if stubConfig.Runtime.Gpu != "" && gpuCount == 0 { gpuCount = 1 } diff --git a/pkg/abstractions/taskqueue/instance.go b/pkg/abstractions/taskqueue/instance.go index 1e1a0ed12..e832cd506 100644 --- a/pkg/abstractions/taskqueue/instance.go +++ b/pkg/abstractions/taskqueue/instance.go @@ -50,8 +50,8 @@ func (i *taskQueueInstance) startContainers(containersToRun int) error { env = append(secrets, env...) - gpuCount := 0 - if i.StubConfig.Runtime.Gpu != "" { + gpuCount := i.StubConfig.Runtime.GpuCount + if i.StubConfig.Runtime.Gpu != "" && gpuCount == 0 { gpuCount = 1 } diff --git a/pkg/gateway/gateway.proto b/pkg/gateway/gateway.proto index 2d91b3ceb..c74747c1f 100644 --- a/pkg/gateway/gateway.proto +++ b/pkg/gateway/gateway.proto @@ -34,7 +34,8 @@ service GatewayService { // Deployments rpc ListDeployments(ListDeploymentsRequest) returns (ListDeploymentsResponse); rpc StopDeployment(StopDeploymentRequest) returns (StopDeploymentResponse); - rpc DeleteDeployment(DeleteDeploymentRequest) returns (DeleteDeploymentResponse); + rpc DeleteDeployment(DeleteDeploymentRequest) + returns (DeleteDeploymentResponse); // Pools rpc ListPools(ListPoolsRequest) returns (ListPoolsResponse); @@ -222,6 +223,7 @@ message GetOrCreateStubRequest { bool authorized = 20; repeated SecretVar secrets = 21; Autoscaler autoscaler = 22; + uint32 gpu_count = 23; } message GetOrCreateStubResponse { diff --git a/pkg/gateway/services/stub.go b/pkg/gateway/services/stub.go index 99b09a31f..f7fb8ee3f 100644 --- a/pkg/gateway/services/stub.go +++ b/pkg/gateway/services/stub.go @@ -32,12 +32,17 @@ func (gws *GatewayService) GetOrCreateStub(ctx context.Context, in *pb.GetOrCrea autoscaler.TasksPerContainer = uint(in.Autoscaler.TasksPerContainer) } + if in.Gpu != "" && in.GpuCount == 0 { + in.GpuCount = uint32(1) + } + stubConfig := types.StubConfigV1{ Runtime: types.Runtime{ - Cpu: in.Cpu, - Gpu: types.GpuType(in.Gpu), - Memory: in.Memory, - ImageId: in.ImageId, + Cpu: in.Cpu, + Gpu: types.GpuType(in.Gpu), + Memory: in.Memory, + ImageId: in.ImageId, + GpuCount: in.GpuCount, }, Handler: in.Handler, OnStart: in.OnStart, diff --git a/pkg/types/backend.go b/pkg/types/backend.go index d1effb29e..19c4ec1b8 100644 --- a/pkg/types/backend.go +++ b/pkg/types/backend.go @@ -269,10 +269,11 @@ type Image struct { } type Runtime struct { - Cpu int64 `json:"cpu"` - Gpu GpuType `json:"gpu"` - Memory int64 `json:"memory"` - ImageId string `json:"image_id"` + Cpu int64 `json:"cpu"` + Gpu GpuType `json:"gpu"` + GpuCount uint32 `json:"gpu_count"` + Memory int64 `json:"memory"` + ImageId string `json:"image_id"` } type GpuType string diff --git a/proto/gateway.pb.go b/proto/gateway.pb.go index b80dbdd08..0e0325dc0 100644 --- a/proto/gateway.pb.go +++ b/proto/gateway.pb.go @@ -1858,6 +1858,7 @@ type GetOrCreateStubRequest struct { Authorized bool `protobuf:"varint,20,opt,name=authorized,proto3" json:"authorized,omitempty"` Secrets []*SecretVar `protobuf:"bytes,21,rep,name=secrets,proto3" json:"secrets,omitempty"` Autoscaler *Autoscaler `protobuf:"bytes,22,opt,name=autoscaler,proto3" json:"autoscaler,omitempty"` + GpuCount uint32 `protobuf:"varint,23,opt,name=gpu_count,json=gpuCount,proto3" json:"gpu_count,omitempty"` } func (x *GetOrCreateStubRequest) Reset() { @@ -2039,6 +2040,13 @@ func (x *GetOrCreateStubRequest) GetAutoscaler() *Autoscaler { return nil } +func (x *GetOrCreateStubRequest) GetGpuCount() uint32 { + if x != nil { + return x.GpuCount + } + return 0 +} + type GetOrCreateStubResponse struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -3739,7 +3747,7 @@ var file_gateway_proto_rawDesc = []byte{ 0x61, 0x69, 0x6e, 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self.volumes = volumes or [] self.secrets = [SecretVar(name=s) for s in (secrets or [])] self.workers = workers @@ -90,6 +92,9 @@ def __init__( self.timeout = timeout self.autoscaler = autoscaler + if self.gpu != "" and self.gpu_count == 0: + self.gpu_count = 1 + if on_start is not None: self._map_callable_to_attr(attr="on_start", func=on_start) @@ -320,6 +325,7 @@ def prepare_runtime( cpu=self.cpu, memory=self.memory, gpu=self.gpu, + gpu_count=self.gpu_count, handler=self.handler, on_start=self.on_start, callback_url=self.callback_url, diff --git a/sdk/src/beta9/abstractions/container.py b/sdk/src/beta9/abstractions/container.py index 92198c9c0..f98271f51 100644 --- a/sdk/src/beta9/abstractions/container.py +++ b/sdk/src/beta9/abstractions/container.py @@ -59,6 +59,7 @@ def __init__( cpu: Union[int, float, str] = 1.0, memory: Union[int, str] = 128, gpu: GpuTypeAlias = GpuType.NoGPU, + gpu_count: int = 0, image: Image = Image(), volumes: Optional[List[Volume]] = None, secrets: Optional[List[str]] = None, @@ -68,6 +69,7 @@ def __init__( cpu=cpu, memory=memory, gpu=gpu, + gpu_count=gpu_count, image=image, volumes=volumes, secrets=secrets, diff --git a/sdk/src/beta9/abstractions/endpoint.py b/sdk/src/beta9/abstractions/endpoint.py index d0dbf10a7..f5ff71c61 100644 --- a/sdk/src/beta9/abstractions/endpoint.py +++ b/sdk/src/beta9/abstractions/endpoint.py @@ -100,6 +100,7 @@ def __init__( cpu: Union[int, float, str] = 1.0, memory: Union[int, str] = 128, gpu: GpuTypeAlias = GpuType.NoGPU, + gpu_count: int = 0, image: Image = Image(), timeout: int = 180, workers: int = 1, @@ -117,6 +118,7 @@ def __init__( cpu=cpu, memory=memory, gpu=gpu, + gpu_count=gpu_count, image=image, workers=workers, timeout=timeout, @@ -150,6 +152,7 @@ def __init__( cpu: Union[int, float, str] = 1.0, memory: Union[int, str] = 128, gpu: GpuTypeAlias = GpuType.NoGPU, + gpu_count: int = 0, image: Image = Image(), timeout: int = 180, workers: int = 1, @@ -167,6 +170,7 @@ def __init__( cpu, memory, gpu, + gpu_count, image, timeout, workers, diff --git a/sdk/src/beta9/abstractions/function.py b/sdk/src/beta9/abstractions/function.py index 4ed0f35aa..19f154cff 100644 --- a/sdk/src/beta9/abstractions/function.py +++ b/sdk/src/beta9/abstractions/function.py @@ -76,6 +76,7 @@ def __init__( cpu: Union[int, float, str] = 1.0, memory: Union[int, str] = 128, gpu: GpuTypeAlias = GpuType.NoGPU, + gpu_count: int = 0, image: Image = Image(), timeout: int = 3600, retries: int = 3, @@ -88,6 +89,7 @@ def __init__( cpu=cpu, memory=memory, gpu=gpu, + gpu_count=gpu_count, image=image, timeout=timeout, retries=retries, diff --git a/sdk/src/beta9/abstractions/taskqueue.py b/sdk/src/beta9/abstractions/taskqueue.py index 08fcf383a..9d598a15a 100644 --- a/sdk/src/beta9/abstractions/taskqueue.py +++ b/sdk/src/beta9/abstractions/taskqueue.py @@ -97,6 +97,7 @@ def __init__( cpu: Union[int, float, str] = 1.0, memory: Union[int, str] = 128, gpu: GpuTypeAlias = GpuType.NoGPU, + gpu_count: int = 0, image: Image = Image(), timeout: int = 3600, retries: int = 3, @@ -114,6 +115,7 @@ def __init__( cpu=cpu, memory=memory, gpu=gpu, + gpu_count=gpu_count, image=image, workers=workers, timeout=timeout, diff --git a/sdk/src/beta9/clients/gateway/__init__.py b/sdk/src/beta9/clients/gateway/__init__.py index 6b7f2e8ab..f0bcb6168 100644 --- a/sdk/src/beta9/clients/gateway/__init__.py +++ b/sdk/src/beta9/clients/gateway/__init__.py @@ -259,6 +259,7 @@ class GetOrCreateStubRequest(betterproto.Message): authorized: bool = betterproto.bool_field(20) secrets: List["SecretVar"] = betterproto.message_field(21) autoscaler: "Autoscaler" = betterproto.message_field(22) + gpu_count: int = betterproto.uint32_field(23) @dataclass(eq=False, repr=False)