diff --git a/pkg/abstractions/pod/instance.go b/pkg/abstractions/pod/instance.go index 4df3ec04c..3e0000b06 100644 --- a/pkg/abstractions/pod/instance.go +++ b/pkg/abstractions/pod/instance.go @@ -33,6 +33,8 @@ func (i *podInstance) startContainers(containersToRun int) error { fmt.Sprintf("STUB_ID=%s", i.Stub.ExternalId), fmt.Sprintf("STUB_TYPE=%s", i.Stub.Type), fmt.Sprintf("KEEP_WARM_SECONDS=%d", i.StubConfig.KeepWarmSeconds), + fmt.Sprintf("CHECKPOINT_ENABLED=%t", i.StubConfig.CheckpointEnabled), + fmt.Sprintf("CHECKPOINT_CONDITION=%s", i.StubConfig.CheckpointCondition), }...) gpuRequest := types.GpuTypesToStrings(i.StubConfig.Runtime.Gpus) diff --git a/pkg/abstractions/pod/pod.go b/pkg/abstractions/pod/pod.go index 6971a74a1..c8a862c13 100644 --- a/pkg/abstractions/pod/pod.go +++ b/pkg/abstractions/pod/pod.go @@ -282,6 +282,8 @@ func (s *GenericPodService) run(ctx context.Context, authInfo *auth.AuthInfo, st fmt.Sprintf("STUB_ID=%s", stub.ExternalId), fmt.Sprintf("STUB_TYPE=%s", stub.Type), fmt.Sprintf("KEEP_WARM_SECONDS=%d", stubConfig.KeepWarmSeconds), + fmt.Sprintf("CHECKPOINT_ENABLED=%t", stubConfig.CheckpointEnabled), + fmt.Sprintf("CHECKPOINT_CONDITION=%s", stubConfig.CheckpointCondition), }...) gpuRequest := types.GpuTypesToStrings(stubConfig.Runtime.Gpus) diff --git a/pkg/gateway/gateway.proto b/pkg/gateway/gateway.proto index ba2a1661f..a5cfd8676 100644 --- a/pkg/gateway/gateway.proto +++ b/pkg/gateway/gateway.proto @@ -296,6 +296,7 @@ message GetOrCreateStubRequest { Schema inputs = 35; Schema outputs = 36; bool tcp = 37; + string checkpoint_condition = 38; } message GetOrCreateStubResponse { diff --git a/pkg/gateway/services/stub.go b/pkg/gateway/services/stub.go index 3726df468..103764905 100644 --- a/pkg/gateway/services/stub.go +++ b/pkg/gateway/services/stub.go @@ -5,6 +5,7 @@ import ( "database/sql" "encoding/json" "fmt" + "log" "math" "os" "path" @@ -124,31 +125,34 @@ func (gws *GatewayService) GetOrCreateStub(ctx context.Context, in *pb.GetOrCrea Memory: in.Memory, ImageId: in.ImageId, }, - Handler: in.Handler, - OnStart: in.OnStart, - OnDeploy: in.OnDeploy, - OnDeployStubId: in.OnDeployStubId, - CallbackUrl: in.CallbackUrl, - PythonVersion: in.PythonVersion, - TaskPolicy: gws.configureTaskPolicy(in.TaskPolicy, types.StubType(in.StubType)), - KeepWarmSeconds: uint(in.KeepWarmSeconds), - Workers: uint(in.Workers), - ConcurrentRequests: uint(in.ConcurrentRequests), - MaxPendingTasks: uint(in.MaxPendingTasks), - Volumes: in.Volumes, - Secrets: []types.Secret{}, - Authorized: in.Authorized, - Autoscaler: autoscaler, - Extra: json.RawMessage(in.Extra), - CheckpointEnabled: in.CheckpointEnabled, - EntryPoint: in.Entrypoint, - Ports: in.Ports, - Env: in.Env, - Pricing: pricing, - Inputs: inputs, - Outputs: outputs, - TCP: in.Tcp, - } + Handler: in.Handler, + OnStart: in.OnStart, + OnDeploy: in.OnDeploy, + OnDeployStubId: in.OnDeployStubId, + CallbackUrl: in.CallbackUrl, + PythonVersion: in.PythonVersion, + TaskPolicy: gws.configureTaskPolicy(in.TaskPolicy, types.StubType(in.StubType)), + KeepWarmSeconds: uint(in.KeepWarmSeconds), + Workers: uint(in.Workers), + ConcurrentRequests: uint(in.ConcurrentRequests), + MaxPendingTasks: uint(in.MaxPendingTasks), + Volumes: in.Volumes, + Secrets: []types.Secret{}, + Authorized: in.Authorized, + Autoscaler: autoscaler, + Extra: json.RawMessage(in.Extra), + CheckpointEnabled: in.CheckpointEnabled, + CheckpointCondition: in.CheckpointCondition, + EntryPoint: in.Entrypoint, + Ports: in.Ports, + Env: in.Env, + Pricing: pricing, + Inputs: inputs, + Outputs: outputs, + TCP: in.Tcp, + } + + log.Print(stubConfig) // Ensure GPU count is at least 1 if a GPU is required if stubConfig.RequiresGPU() && in.GpuCount == 0 { diff --git a/pkg/types/backend.go b/pkg/types/backend.go index 212e52aab..bb20c7784 100644 --- a/pkg/types/backend.go +++ b/pkg/types/backend.go @@ -369,32 +369,33 @@ const ( ) type StubConfigV1 struct { - Runtime Runtime `json:"runtime"` - Handler string `json:"handler"` - OnStart string `json:"on_start"` - OnDeploy string `json:"on_deploy"` - OnDeployStubId string `json:"on_deploy_stub_id"` - PythonVersion string `json:"python_version"` - KeepWarmSeconds uint `json:"keep_warm_seconds"` - MaxPendingTasks uint `json:"max_pending_tasks"` - CallbackUrl string `json:"callback_url"` - TaskPolicy TaskPolicy `json:"task_policy"` - Workers uint `json:"workers"` - ConcurrentRequests uint `json:"concurrent_requests"` - Authorized bool `json:"authorized"` - Volumes []*pb.Volume `json:"volumes"` - Secrets []Secret `json:"secrets,omitempty"` - Env []string `json:"env,omitempty"` - Autoscaler *Autoscaler `json:"autoscaler"` - Extra json.RawMessage `json:"extra"` - CheckpointEnabled bool `json:"checkpoint_enabled"` - WorkDir string `json:"work_dir"` - EntryPoint []string `json:"entry_point"` - Ports []uint32 `json:"ports"` - Pricing *PricingPolicy `json:"pricing"` - Inputs *Schema `json:"inputs"` - Outputs *Schema `json:"outputs"` - TCP bool `json:"tcp"` + Runtime Runtime `json:"runtime"` + Handler string `json:"handler"` + OnStart string `json:"on_start"` + OnDeploy string `json:"on_deploy"` + OnDeployStubId string `json:"on_deploy_stub_id"` + PythonVersion string `json:"python_version"` + KeepWarmSeconds uint `json:"keep_warm_seconds"` + MaxPendingTasks uint `json:"max_pending_tasks"` + CallbackUrl string `json:"callback_url"` + TaskPolicy TaskPolicy `json:"task_policy"` + Workers uint `json:"workers"` + ConcurrentRequests uint `json:"concurrent_requests"` + Authorized bool `json:"authorized"` + Volumes []*pb.Volume `json:"volumes"` + Secrets []Secret `json:"secrets,omitempty"` + Env []string `json:"env,omitempty"` + Autoscaler *Autoscaler `json:"autoscaler"` + Extra json.RawMessage `json:"extra"` + CheckpointEnabled bool `json:"checkpoint_enabled"` + CheckpointCondition string `json:"checkpoint_condition"` + WorkDir string `json:"work_dir"` + EntryPoint []string `json:"entry_point"` + Ports []uint32 `json:"ports"` + Pricing *PricingPolicy `json:"pricing"` + Inputs *Schema `json:"inputs"` + Outputs *Schema `json:"outputs"` + TCP bool `json:"tcp"` } type StubConfigLimitedValues struct { diff --git a/pkg/worker/criu.go b/pkg/worker/criu.go index 64b99fc5b..480030801 100644 --- a/pkg/worker/criu.go +++ b/pkg/worker/criu.go @@ -4,6 +4,7 @@ import ( "context" _ "embed" "encoding/json" + "errors" "fmt" "io" "log/slog" @@ -84,14 +85,14 @@ func InitializeCRIUManager(ctx context.Context, config types.CRIUConfig) (CRIUMa return criuManager, nil } -func (s *Worker) attemptCheckpointOrRestore(ctx context.Context, request *types.ContainerRequest, outputLogger *slog.Logger, outputWriter io.Writer, startedChan chan int, checkpointPIDChan chan int, configPath string) (int, string, error) { +func (s *Worker) attemptCheckpointOrRestore(ctx context.Context, request *types.ContainerRequest, outputLogger *slog.Logger, outputWriter io.Writer, startedChan chan int, checkpointPIDChan chan int, configPath string, exposeNetwork func() error) (int, string, error) { state, createCheckpoint := s.shouldCreateCheckpoint(request) // If checkpointing is enabled, attempt to create a checkpoint if createCheckpoint { outputLogger.Info("Attempting to create container checkpoint...") - exitCode, err := s.createCheckpoint(ctx, request, outputWriter, outputLogger, startedChan, checkpointPIDChan, configPath) + exitCode, err := s.createCheckpoint(ctx, request, outputWriter, outputLogger, startedChan, checkpointPIDChan, configPath, exposeNetwork) if err != nil { return -1, "", err } @@ -113,6 +114,11 @@ func (s *Worker) attemptCheckpointOrRestore(ctx context.Context, request *types. } defer f.Close() + err = exposeNetwork() + if err != nil { + return -1, "", fmt.Errorf("failed to expose network: %v", err) + } + exitCode, err := s.criuManager.RestoreCheckpoint(ctx, &RestoreOpts{ request: request, state: state, @@ -123,31 +129,30 @@ func (s *Worker) attemptCheckpointOrRestore(ctx context.Context, request *types. configPath: configPath, }) if err != nil { - updateStateErr := s.updateCheckpointState(request, types.CheckpointStatusRestoreFailed) - if updateStateErr != nil { - log.Error().Str("container_id", request.ContainerId).Msgf("failed to update checkpoint state: %v", updateStateErr) + var e *runc.ExitError + if errors.As(err, &e) { + code := e.Status + + if code != 137 { + log.Error().Str("container_id", request.ContainerId).Msgf("failed to restore checkpoint: %v", err) + updateStateErr := s.updateCheckpointState(request, types.CheckpointStatusRestoreFailed) + if updateStateErr != nil { + log.Error().Str("container_id", request.ContainerId).Msgf("failed to update checkpoint state: %v", updateStateErr) + } + } } return exitCode, "", err } - outputLogger.Info("Checkpoint found and restored") return exitCode, request.ContainerId, nil } - // If a checkpoint exists but is not available (previously failed), run the container normally - bundlePath := filepath.Dir(configPath) - - exitCode, err := s.runcHandle.Run(s.ctx, request.ContainerId, bundlePath, &runc.CreateOpts{ - OutputWriter: outputWriter, - Started: startedChan, - }) - - return exitCode, request.ContainerId, err + return -1, "", fmt.Errorf("checkpoint not found") } // Waits for the container to be ready to checkpoint at the desired point in execution, ie. // after all processes within a container have reached a checkpointable state -func (s *Worker) createCheckpoint(ctx context.Context, request *types.ContainerRequest, outputWriter io.Writer, outputLogger *slog.Logger, startedChan chan int, checkpointPIDChan chan int, configPath string) (int, error) { +func (s *Worker) createCheckpoint(ctx context.Context, request *types.ContainerRequest, outputWriter io.Writer, outputLogger *slog.Logger, startedChan chan int, checkpointPIDChan chan int, configPath string, exposeNetwork func() error) (int, error) { bundlePath := filepath.Dir(configPath) go func() { @@ -214,6 +219,11 @@ func (s *Worker) createCheckpoint(ctx context.Context, request *types.ContainerR if updateStateErr != nil { log.Error().Str("container_id", request.ContainerId).Msgf("failed to update checkpoint state: %v", updateStateErr) } + + err = exposeNetwork() + if err != nil { + log.Error().Str("container_id", request.ContainerId).Msgf("failed to expose network: %v", err) + } }() exitCode, err := s.criuManager.Run(ctx, request, bundlePath, &runc.CreateOpts{ diff --git a/pkg/worker/lifecycle.go b/pkg/worker/lifecycle.go index 3cb2753b7..1c66782ea 100644 --- a/pkg/worker/lifecycle.go +++ b/pkg/worker/lifecycle.go @@ -86,7 +86,7 @@ func (s *Worker) stopContainer(containerId string, kill bool) error { return nil } - log.Info().Str("container_id", containerId).Msg("container stopped") + log.Info().Str("container_id", containerId).Msgf("container stopped with signal %d", signal) return nil } @@ -542,6 +542,16 @@ func (s *Worker) getContainerEnvironment(request *types.ContainerRequest, option return env } +func (s *Worker) exposeBindPorts(containerId string, request *types.ContainerRequest, opts *ContainerOptions) error { + for idx, bindPort := range opts.BindPorts { + err := s.containerNetworkManager.ExposePort(containerId, bindPort, int(request.Ports[idx])) + if err != nil { + return err + } + } + return nil +} + // spawn a container using runc binary func (s *Worker) spawn(request *types.ContainerRequest, spec *specs.Spec, outputLogger *slog.Logger, opts *ContainerOptions) { ctx, cancel := context.WithCancel(s.ctx) @@ -668,15 +678,6 @@ func (s *Worker) spawn(request *types.ContainerRequest, spec *specs.Spec, output } } - // Expose the bind ports - for idx, bindPort := range opts.BindPorts { - err = s.containerNetworkManager.ExposePort(containerId, bindPort, int(request.Ports[idx])) - if err != nil { - log.Error().Str("container_id", containerId).Msgf("failed to expose container bind port: %v", err) - return - } - } - // Write runc config spec to disk configContents, err := json.MarshalIndent(spec, "", " ") if err != nil { @@ -726,7 +727,7 @@ func (s *Worker) spawn(request *types.ContainerRequest, spec *specs.Spec, output go s.watchOOMEvents(ctx, request, outputLogger, &isOOMKilled) // Watch for OOM events }() - exitCode, containerId, _ = s.runContainer(ctx, request, configPath, outputLogger, outputWriter, startedChan, checkpointPIDChan) + exitCode, containerId, _ = s.runContainer(ctx, request, configPath, outputLogger, outputWriter, startedChan, checkpointPIDChan, opts) stopReason := types.StopContainerReasonUnknown containerInstance, exists = s.containerInstances.Get(containerId) @@ -762,16 +763,24 @@ func (s *Worker) spawn(request *types.ContainerRequest, spec *specs.Spec, output } } -func (s *Worker) runContainer(ctx context.Context, request *types.ContainerRequest, configPath string, outputLogger *slog.Logger, outputWriter *common.OutputWriter, startedChan chan int, checkpointPIDChan chan int) (int, string, error) { +func (s *Worker) runContainer(ctx context.Context, request *types.ContainerRequest, configPath string, outputLogger *slog.Logger, outputWriter *common.OutputWriter, startedChan chan int, checkpointPIDChan chan int, opts *ContainerOptions) (int, string, error) { // Handle checkpoint creation & restore if applicable if s.IsCRIUAvailable(request.GpuCount) && request.CheckpointEnabled { - exitCode, containerId, err := s.attemptCheckpointOrRestore(ctx, request, outputLogger, outputWriter, startedChan, checkpointPIDChan, configPath) + exitCode, containerId, err := s.attemptCheckpointOrRestore(ctx, request, outputLogger, outputWriter, startedChan, checkpointPIDChan, configPath, func() error { + return s.exposeBindPorts(request.ContainerId, request, opts) + }) if err == nil { return exitCode, containerId, err } log.Warn().Str("container_id", request.ContainerId).Err(err).Msgf("error running container from checkpoint/restore, exit code %d", exitCode) } + err := s.exposeBindPorts(request.ContainerId, request, opts) + if err != nil { + log.Error().Str("container_id", request.ContainerId).Msgf("failed to expose container bind ports: %v", err) + return -1, "", err + } + bundlePath := filepath.Dir(configPath) exitCode, err := s.runcHandle.Run(ctx, request.ContainerId, bundlePath, &runc.CreateOpts{ OutputWriter: outputWriter, diff --git a/proto/gateway.pb.go b/proto/gateway.pb.go index 9d1ad8519..203210e25 100644 --- a/proto/gateway.pb.go +++ b/proto/gateway.pb.go @@ -2288,42 +2288,43 @@ type GetOrCreateStubRequest struct { sizeCache protoimpl.SizeCache unknownFields protoimpl.UnknownFields - ObjectId string `protobuf:"bytes,1,opt,name=object_id,json=objectId,proto3" json:"object_id,omitempty"` - ImageId string `protobuf:"bytes,2,opt,name=image_id,json=imageId,proto3" json:"image_id,omitempty"` - StubType string `protobuf:"bytes,3,opt,name=stub_type,json=stubType,proto3" json:"stub_type,omitempty"` - Name string `protobuf:"bytes,4,opt,name=name,proto3" json:"name,omitempty"` - PythonVersion string `protobuf:"bytes,5,opt,name=python_version,json=pythonVersion,proto3" json:"python_version,omitempty"` - Cpu int64 `protobuf:"varint,6,opt,name=cpu,proto3" json:"cpu,omitempty"` - Memory int64 `protobuf:"varint,7,opt,name=memory,proto3" json:"memory,omitempty"` - Gpu string `protobuf:"bytes,8,opt,name=gpu,proto3" json:"gpu,omitempty"` - Handler string `protobuf:"bytes,9,opt,name=handler,proto3" json:"handler,omitempty"` - Retries uint32 `protobuf:"varint,10,opt,name=retries,proto3" json:"retries,omitempty"` - Timeout int64 `protobuf:"varint,11,opt,name=timeout,proto3" json:"timeout,omitempty"` - KeepWarmSeconds float32 `protobuf:"fixed32,12,opt,name=keep_warm_seconds,json=keepWarmSeconds,proto3" json:"keep_warm_seconds,omitempty"` - Workers uint32 `protobuf:"varint,13,opt,name=workers,proto3" json:"workers,omitempty"` - MaxPendingTasks uint32 `protobuf:"varint,15,opt,name=max_pending_tasks,json=maxPendingTasks,proto3" json:"max_pending_tasks,omitempty"` - Volumes []*Volume `protobuf:"bytes,16,rep,name=volumes,proto3" json:"volumes,omitempty"` - ForceCreate bool `protobuf:"varint,17,opt,name=force_create,json=forceCreate,proto3" json:"force_create,omitempty"` - OnStart string `protobuf:"bytes,18,opt,name=on_start,json=onStart,proto3" json:"on_start,omitempty"` - CallbackUrl string `protobuf:"bytes,19,opt,name=callback_url,json=callbackUrl,proto3" json:"callback_url,omitempty"` - 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"` - TaskPolicy *TaskPolicy `protobuf:"bytes,23,opt,name=task_policy,json=taskPolicy,proto3" json:"task_policy,omitempty"` - ConcurrentRequests uint32 `protobuf:"varint,24,opt,name=concurrent_requests,json=concurrentRequests,proto3" json:"concurrent_requests,omitempty"` - Extra string `protobuf:"bytes,25,opt,name=extra,proto3" json:"extra,omitempty"` - CheckpointEnabled bool `protobuf:"varint,26,opt,name=checkpoint_enabled,json=checkpointEnabled,proto3" json:"checkpoint_enabled,omitempty"` - GpuCount uint32 `protobuf:"varint,27,opt,name=gpu_count,json=gpuCount,proto3" json:"gpu_count,omitempty"` - OnDeploy string `protobuf:"bytes,28,opt,name=on_deploy,json=onDeploy,proto3" json:"on_deploy,omitempty"` - OnDeployStubId string `protobuf:"bytes,29,opt,name=on_deploy_stub_id,json=onDeployStubId,proto3" json:"on_deploy_stub_id,omitempty"` - Entrypoint []string `protobuf:"bytes,30,rep,name=entrypoint,proto3" json:"entrypoint,omitempty"` - Ports []uint32 `protobuf:"varint,31,rep,packed,name=ports,proto3" json:"ports,omitempty"` - Env []string `protobuf:"bytes,32,rep,name=env,proto3" json:"env,omitempty"` - AppName string `protobuf:"bytes,33,opt,name=app_name,json=appName,proto3" json:"app_name,omitempty"` - Pricing *PricingPolicy `protobuf:"bytes,34,opt,name=pricing,proto3" json:"pricing,omitempty"` - Inputs *Schema `protobuf:"bytes,35,opt,name=inputs,proto3" json:"inputs,omitempty"` - Outputs *Schema `protobuf:"bytes,36,opt,name=outputs,proto3" json:"outputs,omitempty"` - Tcp bool `protobuf:"varint,37,opt,name=tcp,proto3" json:"tcp,omitempty"` + ObjectId string `protobuf:"bytes,1,opt,name=object_id,json=objectId,proto3" json:"object_id,omitempty"` + ImageId string `protobuf:"bytes,2,opt,name=image_id,json=imageId,proto3" json:"image_id,omitempty"` + StubType string `protobuf:"bytes,3,opt,name=stub_type,json=stubType,proto3" json:"stub_type,omitempty"` + Name string `protobuf:"bytes,4,opt,name=name,proto3" json:"name,omitempty"` + PythonVersion string `protobuf:"bytes,5,opt,name=python_version,json=pythonVersion,proto3" json:"python_version,omitempty"` + Cpu int64 `protobuf:"varint,6,opt,name=cpu,proto3" json:"cpu,omitempty"` + Memory int64 `protobuf:"varint,7,opt,name=memory,proto3" json:"memory,omitempty"` + Gpu string `protobuf:"bytes,8,opt,name=gpu,proto3" json:"gpu,omitempty"` + Handler string `protobuf:"bytes,9,opt,name=handler,proto3" json:"handler,omitempty"` + Retries uint32 `protobuf:"varint,10,opt,name=retries,proto3" json:"retries,omitempty"` + Timeout int64 `protobuf:"varint,11,opt,name=timeout,proto3" json:"timeout,omitempty"` + KeepWarmSeconds float32 `protobuf:"fixed32,12,opt,name=keep_warm_seconds,json=keepWarmSeconds,proto3" json:"keep_warm_seconds,omitempty"` + Workers uint32 `protobuf:"varint,13,opt,name=workers,proto3" json:"workers,omitempty"` + MaxPendingTasks uint32 `protobuf:"varint,15,opt,name=max_pending_tasks,json=maxPendingTasks,proto3" json:"max_pending_tasks,omitempty"` + Volumes []*Volume `protobuf:"bytes,16,rep,name=volumes,proto3" json:"volumes,omitempty"` + ForceCreate bool `protobuf:"varint,17,opt,name=force_create,json=forceCreate,proto3" json:"force_create,omitempty"` + OnStart string `protobuf:"bytes,18,opt,name=on_start,json=onStart,proto3" json:"on_start,omitempty"` + CallbackUrl string `protobuf:"bytes,19,opt,name=callback_url,json=callbackUrl,proto3" json:"callback_url,omitempty"` + 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"` + TaskPolicy *TaskPolicy `protobuf:"bytes,23,opt,name=task_policy,json=taskPolicy,proto3" json:"task_policy,omitempty"` + ConcurrentRequests uint32 `protobuf:"varint,24,opt,name=concurrent_requests,json=concurrentRequests,proto3" json:"concurrent_requests,omitempty"` + Extra string `protobuf:"bytes,25,opt,name=extra,proto3" json:"extra,omitempty"` + CheckpointEnabled bool `protobuf:"varint,26,opt,name=checkpoint_enabled,json=checkpointEnabled,proto3" json:"checkpoint_enabled,omitempty"` + GpuCount uint32 `protobuf:"varint,27,opt,name=gpu_count,json=gpuCount,proto3" json:"gpu_count,omitempty"` + OnDeploy string `protobuf:"bytes,28,opt,name=on_deploy,json=onDeploy,proto3" json:"on_deploy,omitempty"` + OnDeployStubId string `protobuf:"bytes,29,opt,name=on_deploy_stub_id,json=onDeployStubId,proto3" json:"on_deploy_stub_id,omitempty"` + Entrypoint []string `protobuf:"bytes,30,rep,name=entrypoint,proto3" json:"entrypoint,omitempty"` + Ports []uint32 `protobuf:"varint,31,rep,packed,name=ports,proto3" json:"ports,omitempty"` + Env []string `protobuf:"bytes,32,rep,name=env,proto3" json:"env,omitempty"` + AppName string `protobuf:"bytes,33,opt,name=app_name,json=appName,proto3" json:"app_name,omitempty"` + Pricing *PricingPolicy `protobuf:"bytes,34,opt,name=pricing,proto3" json:"pricing,omitempty"` + Inputs *Schema `protobuf:"bytes,35,opt,name=inputs,proto3" json:"inputs,omitempty"` + Outputs *Schema `protobuf:"bytes,36,opt,name=outputs,proto3" json:"outputs,omitempty"` + Tcp bool `protobuf:"varint,37,opt,name=tcp,proto3" json:"tcp,omitempty"` + CheckpointCondition string `protobuf:"bytes,38,opt,name=checkpoint_condition,json=checkpointCondition,proto3" json:"checkpoint_condition,omitempty"` } func (x *GetOrCreateStubRequest) Reset() { @@ -2610,6 +2611,13 @@ func (x *GetOrCreateStubRequest) GetTcp() bool { return false } +func (x *GetOrCreateStubRequest) GetCheckpointCondition() string { + if x != nil { + return x.CheckpointCondition + } + return "" +} + type GetOrCreateStubResponse struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -5831,7 +5839,7 @@ var file_gateway_proto_rawDesc = []byte{ 0x74, 0x79, 0x70, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x04, 0x74, 0x79, 0x70, 0x65, 0x12, 0x27, 0x0a, 0x06, 0x66, 0x69, 0x65, 0x6c, 0x64, 0x73, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x0f, 0x2e, 0x67, 0x61, 0x74, 0x65, 0x77, 0x61, 0x79, 0x2e, 0x53, 0x63, 0x68, 0x65, 0x6d, - 0x61, 0x52, 0x06, 0x66, 0x69, 0x65, 0x6c, 0x64, 0x73, 0x22, 0xbd, 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0x2d, 0x63, 0x6c, 0x6f, 0x75, + 0x64, 0x2f, 0x62, 0x65, 0x74, 0x61, 0x39, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x06, 0x70, + 0x72, 0x6f, 0x74, 0x6f, 0x33, } var ( diff --git a/sdk/src/beta9/abstractions/base/runner.py b/sdk/src/beta9/abstractions/base/runner.py index f86c04efe..955c4b89e 100644 --- a/sdk/src/beta9/abstractions/base/runner.py +++ b/sdk/src/beta9/abstractions/base/runner.py @@ -111,6 +111,7 @@ def __init__( autoscaler: Autoscaler = QueueDepthAutoscaler(), task_policy: TaskPolicy = TaskPolicy(), checkpoint_enabled: bool = False, + checkpoint_condition: Optional[Callable] = None, entrypoint: Optional[List[str]] = None, ports: Optional[List[int]] = [], pricing: Optional[PricingPolicy] = None, @@ -160,6 +161,7 @@ def __init__( ttl=task_policy.ttl, ) self.checkpoint_enabled = checkpoint_enabled + self.checkpoint_condition = "" self.extra: dict = {} self.entrypoint: Optional[List[str]] = entrypoint self.tcp = tcp @@ -170,6 +172,9 @@ def __init__( if on_start is not None: self._map_callable_to_attr(attr="on_start", func=on_start) + if checkpoint_condition is not None: + self._map_callable_to_attr(attr="checkpoint_condition", func=checkpoint_condition) + self._gateway_stub: Optional[GatewayServiceStub] = None self._shell_stub: Optional[ShellServiceStub] = None self.syncer: FileSyncer = FileSyncer(self.gateway_stub) @@ -518,6 +523,7 @@ def prepare_runtime( inputs=inputs, outputs=outputs, tcp=self.tcp, + checkpoint_condition=self.checkpoint_condition, ) if _is_stub_created_for_workspace(): diff --git a/sdk/src/beta9/abstractions/pod.py b/sdk/src/beta9/abstractions/pod.py index 475a79560..ea480cd2d 100644 --- a/sdk/src/beta9/abstractions/pod.py +++ b/sdk/src/beta9/abstractions/pod.py @@ -105,6 +105,22 @@ class Pod(RunnerAbstraction, DeployableMixin): authorized (bool): If false, allows the pod to be accessed without an auth token. Default is False. + checkpoint_enabled (bool): + If true, enables checkpointing for the pod. + Default is False. + checkpoint_condition (Optional[Callable]): + A function that is called periodically to determine if the pod service is ready to be checkpointed. + Example: + If you are waiting for a server to be ready before checkpointing, you can get the health status of the server and checkpoint if it is ready. + ```python + def check_server_ready(): + import requests + response = requests.get("http://localhost:8080/health") + return response.status_code == 200 + + pod = Pod(checkpoint_enabled=True, checkpoint_condition=check_server_ready) + ``` + Default is None. Example usage: ``` @@ -136,6 +152,8 @@ def __init__( keep_warm_seconds: int = 600, authorized: bool = False, tcp: bool = False, + checkpoint_enabled: bool = False, + checkpoint_condition: Optional[Callable] = None, ) -> None: super().__init__( cpu=cpu, @@ -153,7 +171,13 @@ def __init__( keep_warm_seconds=keep_warm_seconds, app=app, tcp=tcp, + checkpoint_enabled=checkpoint_enabled, + checkpoint_condition=checkpoint_condition, ) + + if checkpoint_enabled and checkpoint_condition is None: + terminal.error("You must specify a checkpoint condition if checkpointing is enabled.") + self.parent = self self.func = None self.task_id = "" @@ -281,6 +305,12 @@ def deploy( if is_custom_image: ignore_patterns = ["**"] + if self.checkpoint_enabled and self.checkpoint_condition is not None: + self.entrypoint = [ + "(python -m beta9.runner.checkpoint &) &&", + *self.entrypoint, + ] + if not is_custom_image and self.entrypoint: self.entrypoint = ["sh", "-c", f"cd {USER_CODE_DIR} && {' '.join(self.entrypoint)}"] diff --git a/sdk/src/beta9/cli/deployment.py b/sdk/src/beta9/cli/deployment.py index 7a0e6880e..0c599aee6 100644 --- a/sdk/src/beta9/cli/deployment.py +++ b/sdk/src/beta9/cli/deployment.py @@ -180,17 +180,21 @@ def create_deployment( if not module and hasattr(user_obj, "generate_deployment_artifacts"): user_obj.generate_deployment_artifacts(**kwargs) - response, ok = user_obj.deploy( - name=name, - context=service._config, - url_type=url_type, - ) - if not ok: - terminal.error("Deployment failed ☠️") + try: + response, ok = user_obj.deploy( + name=name, + context=service._config, + url_type=url_type, + ) + if not ok: + terminal.error("Deployment failed ☠️") + return + except Exception as e: + terminal.error(f"Deployment failed ☠️: {e}") return - - if not module and hasattr(user_obj, "cleanup_deployment_artifacts"): - user_obj.cleanup_deployment_artifacts() + finally: + if not module and hasattr(user_obj, "cleanup_deployment_artifacts"): + user_obj.cleanup_deployment_artifacts() if capture_logs.capture_logs: logs.extend(capture_logs.logs) diff --git a/sdk/src/beta9/clients/gateway/__init__.py b/sdk/src/beta9/clients/gateway/__init__.py index b3f66518a..692eddca7 100644 --- a/sdk/src/beta9/clients/gateway/__init__.py +++ b/sdk/src/beta9/clients/gateway/__init__.py @@ -331,6 +331,7 @@ class GetOrCreateStubRequest(betterproto.Message): inputs: "Schema" = betterproto.message_field(35) outputs: "Schema" = betterproto.message_field(36) tcp: bool = betterproto.bool_field(37) + checkpoint_condition: str = betterproto.string_field(38) @dataclass(eq=False, repr=False) diff --git a/sdk/src/beta9/runner/checkpoint.py b/sdk/src/beta9/runner/checkpoint.py new file mode 100644 index 000000000..d3fed43a1 --- /dev/null +++ b/sdk/src/beta9/runner/checkpoint.py @@ -0,0 +1,71 @@ +import importlib +import time +from pathlib import Path + +from beta9.runner.common import config, workers_ready + +CHECKPOINT_SIGNAL_FILE = "/criu/READY_FOR_CHECKPOINT" +CHECKPOINT_COMPLETE_FILE = "/criu/CHECKPOINT_COMPLETE" +CHECKPOINT_CONTAINER_ID_FILE = "/criu/CONTAINER_ID" +CHECKPOINT_CONTAINER_HOSTNAME_FILE = "/criu/CONTAINER_HOSTNAME" + + +def _reload_config(): + # Once we have set the checkpoint signal file, wait for checkpoint to be complete before reloading the config + while not Path(CHECKPOINT_COMPLETE_FILE).exists(): + time.sleep(1) + + # Reload config that may have changed during restore + config.container_id = Path(CHECKPOINT_CONTAINER_ID_FILE).read_text() + config.container_hostname = Path(CHECKPOINT_CONTAINER_HOSTNAME_FILE).read_text() + print(f"container_id: {config.container_id}") + print(f"container_hostname: {config.container_hostname}") + + +def wait_for_checkpoint(): + with workers_ready.get_lock(): + workers_ready.value += 1 + + if workers_ready.value == config.workers: + Path(CHECKPOINT_SIGNAL_FILE).touch(exist_ok=True) + return _reload_config() + + while True: + with workers_ready.get_lock(): + if workers_ready.value == config.workers: + break + time.sleep(1) + + return _reload_config() + + +def run_generic_checkpoint_condition(): + print(f"Running checkpoint condition: {config.checkpoint_condition}") + if config.checkpoint_condition is None: + return + + module, func = config.checkpoint_condition.split(":") + target_module = importlib.import_module(module) + method = getattr(target_module, func) + + while True: + try: + if method(): + break + except Exception as e: + print(f"Error in checkpoint condition: {e}") + + print("Waiting for checkpoint condition to be met...") + time.sleep(1) + + """ + TODO: Asssuming the process is does not require any network access, for example a training job, + we can actually add a helper that the USER can use to check and block their process until its checkpointed. + """ + + Path(CHECKPOINT_SIGNAL_FILE).touch(exist_ok=True) + return _reload_config() + + +if __name__ == "__main__": + run_generic_checkpoint_condition() diff --git a/sdk/src/beta9/runner/common.py b/sdk/src/beta9/runner/common.py index 482c0023c..4f0d5c60b 100644 --- a/sdk/src/beta9/runner/common.py +++ b/sdk/src/beta9/runner/common.py @@ -53,6 +53,7 @@ class Config: task_id: str bind_port: int checkpoint_enabled: bool + checkpoint_condition: Optional[str] volume_cache_map: Dict inputs: Dict outputs: Dict @@ -73,6 +74,7 @@ def load_from_env(cls) -> "Config": bind_port = int(os.getenv("BIND_PORT")) timeout = int(os.getenv("TIMEOUT", 180)) checkpoint_enabled = os.getenv("CHECKPOINT_ENABLED", "false").lower() == "true" + checkpoint_condition = os.getenv("CHECKPOINT_CONDITION") volume_cache_map = json.loads(os.getenv("VOLUME_CACHE_MAP", "{}")) inputs = json.loads(os.getenv("BETA9_INPUTS", "{}")) outputs = json.loads(os.getenv("BETA9_OUTPUTS", "{}")) @@ -98,6 +100,7 @@ def load_from_env(cls) -> "Config": bind_port=bind_port, timeout=timeout, checkpoint_enabled=checkpoint_enabled, + checkpoint_condition=checkpoint_condition, volume_cache_map=volume_cache_map, inputs=inputs, outputs=outputs, @@ -519,35 +522,3 @@ def __exit__(self, *_, **__): self.shutdown(cancel_futures=True) except Exception: pass - - -CHECKPOINT_SIGNAL_FILE = "/criu/READY_FOR_CHECKPOINT" -CHECKPOINT_COMPLETE_FILE = "/criu/CHECKPOINT_COMPLETE" -CHECKPOINT_CONTAINER_ID_FILE = "/criu/CONTAINER_ID" -CHECKPOINT_CONTAINER_HOSTNAME_FILE = "/criu/CONTAINER_HOSTNAME" - - -def wait_for_checkpoint(): - def _reload_config(): - # Once we have set the checkpoint signal file, wait for checkpoint to be complete before reloading the config - while not Path(CHECKPOINT_COMPLETE_FILE).exists(): - time.sleep(1) - - # Reload config that may have changed during restore - config.container_id = Path(CHECKPOINT_CONTAINER_ID_FILE).read_text() - config.container_hostname = Path(CHECKPOINT_CONTAINER_HOSTNAME_FILE).read_text() - - with workers_ready.get_lock(): - workers_ready.value += 1 - - if workers_ready.value == config.workers: - Path(CHECKPOINT_SIGNAL_FILE).touch(exist_ok=True) - return _reload_config() - - while True: - with workers_ready.get_lock(): - if workers_ready.value == config.workers: - break - time.sleep(1) - - return _reload_config() diff --git a/sdk/src/beta9/runner/endpoint.py b/sdk/src/beta9/runner/endpoint.py index 80e4a4882..762194d3f 100644 --- a/sdk/src/beta9/runner/endpoint.py +++ b/sdk/src/beta9/runner/endpoint.py @@ -30,11 +30,11 @@ TaskLifecycleMiddleware, WebsocketTaskLifecycleMiddleware, ) +from ..runner.checkpoint import wait_for_checkpoint from ..runner.common import ( FunctionContext, FunctionHandler, execute_lifecycle_method_async, - wait_for_checkpoint, ) from ..runner.common import config as cfg from ..type import LifeCycleMethod, TaskStatus diff --git a/sdk/src/beta9/runner/taskqueue.py b/sdk/src/beta9/runner/taskqueue.py index 6571b948d..eff5c94d9 100644 --- a/sdk/src/beta9/runner/taskqueue.py +++ b/sdk/src/beta9/runner/taskqueue.py @@ -25,6 +25,7 @@ ) from ..exceptions import RunnerException from ..logging import StdoutJsonInterceptor +from ..runner.checkpoint import wait_for_checkpoint from ..runner.common import ( FunctionContext, FunctionHandler, @@ -33,7 +34,6 @@ execute_lifecycle_method, send_callback, serialize_result, - wait_for_checkpoint, ) from ..runner.common import config as cfg from ..type import LifeCycleMethod, TaskExitCode, TaskStatus