ActiveGo 1.8Package ml
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Constants
OAuth2 scopes used by this API.
const (
// View and manage your data across Google Cloud Platform services
CloudPlatformScope = "https://www.googleapis.com/auth/cloud-platform"
)
type GoogleApi__HttpBody ¶
GoogleApi__HttpBody: Message that represents an arbitrary HTTP body. It should only be used for payload formats that can't be represented as JSON, such as raw binary or an HTML page.
This message can be used both in streaming and non-streaming API methods in the request as well as the response.
It can be used as a top-level request field, which is convenient if one wants to extract parameters from either the URL or HTTP template into the request fields and also want access to the raw HTTP body.
Example:
message GetResourceRequest {
// A unique request id.
string request_id = 1;
// The raw HTTP body is bound to this field.
google.api.HttpBody http_body = 2;
}
service ResourceService {
rpc GetResource(GetResourceRequest) returns
(google.api.HttpBody);
rpc UpdateResource(google.api.HttpBody) returns
(google.protobuf.Empty);
}
Example with streaming methods:
service CaldavService {
rpc GetCalendar(stream google.api.HttpBody)
returns (stream google.api.HttpBody);
rpc UpdateCalendar(stream google.api.HttpBody)
returns (stream google.api.HttpBody);
}
Use of this type only changes how the request and response bodies are handled, all other features will continue to work unchanged.
type GoogleApi__HttpBody struct {
// ContentType: The HTTP Content-Type string representing the content
// type of the body.
ContentType string `json:"contentType,omitempty"`
// Data: HTTP body binary data.
Data string `json:"data,omitempty"`
// Extensions: Application specific response metadata. Must be set in
// the first response
// for streaming APIs.
Extensions []googleapi.RawMessage `json:"extensions,omitempty"`
// ServerResponse contains the HTTP response code and headers from the
// server.
googleapi.ServerResponse `json:"-"`
// ForceSendFields is a list of field names (e.g. "ContentType") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "ContentType") to include
// in API requests with the JSON null value. By default, fields with
// empty values are omitted from API requests. However, any field with
// an empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleApi__HttpBody) MarshalJSON ¶
func (s *GoogleApi__HttpBody) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1HyperparameterOutputHyperparameterMetric ¶
GoogleCloudMlV1HyperparameterOutputHyperparameterMetric: An observed value of a metric.
type GoogleCloudMlV1HyperparameterOutputHyperparameterMetric struct {
// ObjectiveValue: The objective value at this training step.
ObjectiveValue float64 `json:"objectiveValue,omitempty"`
// TrainingStep: The global training step for this metric.
TrainingStep int64 `json:"trainingStep,omitempty,string"`
// ForceSendFields is a list of field names (e.g. "ObjectiveValue") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "ObjectiveValue") to
// include in API requests with the JSON null value. By default, fields
// with empty values are omitted from API requests. However, any field
// with an empty value appearing in NullFields will be sent to the
// server as null. It is an error if a field in this list has a
// non-empty value. This may be used to include null fields in Patch
// requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1HyperparameterOutputHyperparameterMetric) MarshalJSON ¶
func (s *GoogleCloudMlV1HyperparameterOutputHyperparameterMetric) MarshalJSON() ([]byte, error)
func (*GoogleCloudMlV1HyperparameterOutputHyperparameterMetric) UnmarshalJSON ¶
func (s *GoogleCloudMlV1HyperparameterOutputHyperparameterMetric) UnmarshalJSON(data []byte) error
type GoogleCloudMlV1__AutomaticScaling ¶
GoogleCloudMlV1__AutomaticScaling: Options for automatically scaling a model.
type GoogleCloudMlV1__AutomaticScaling struct {
// MinNodes: Optional. The minimum number of nodes to allocate for this
// model. These
// nodes are always up, starting from the time the model is deployed, so
// the
// cost of operating this model will be at least
// `rate` * `min_nodes` * number of hours since last billing
// cycle,
// where `rate` is the cost per node-hour as documented
// in
// [pricing](https://cloud.google.com/ml-engine/pricing#prediction_pri
// cing),
// even if no predictions are performed. There is additional cost for
// each
// prediction performed.
//
// Unlike manual scaling, if the load gets too heavy for the nodes
// that are up, the service will automatically add nodes to handle
// the
// increased load as well as scale back as traffic drops, always
// maintaining
// at least `min_nodes`. You will be charged for the time in which
// additional
// nodes are used.
//
// If not specified, `min_nodes` defaults to 0, in which case, when
// traffic
// to a model stops (and after a cool-down period), nodes will be shut
// down
// and no charges will be incurred until traffic to the model resumes.
MinNodes int64 `json:"minNodes,omitempty"`
// ForceSendFields is a list of field names (e.g. "MinNodes") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "MinNodes") to include in
// API requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__AutomaticScaling) MarshalJSON ¶
func (s *GoogleCloudMlV1__AutomaticScaling) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__CancelJobRequest ¶
GoogleCloudMlV1__CancelJobRequest: Request message for the CancelJob method.
type GoogleCloudMlV1__CancelJobRequest struct {
}
type GoogleCloudMlV1__GetConfigResponse ¶
GoogleCloudMlV1__GetConfigResponse: Returns service account information associated with a project.
type GoogleCloudMlV1__GetConfigResponse struct {
// ServiceAccount: The service account Cloud ML uses to access resources
// in the project.
ServiceAccount string `json:"serviceAccount,omitempty"`
// ServiceAccountProject: The project number for `service_account`.
ServiceAccountProject int64 `json:"serviceAccountProject,omitempty,string"`
// ServerResponse contains the HTTP response code and headers from the
// server.
googleapi.ServerResponse `json:"-"`
// ForceSendFields is a list of field names (e.g. "ServiceAccount") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "ServiceAccount") to
// include in API requests with the JSON null value. By default, fields
// with empty values are omitted from API requests. However, any field
// with an empty value appearing in NullFields will be sent to the
// server as null. It is an error if a field in this list has a
// non-empty value. This may be used to include null fields in Patch
// requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__GetConfigResponse) MarshalJSON ¶
func (s *GoogleCloudMlV1__GetConfigResponse) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__HyperparameterOutput ¶
GoogleCloudMlV1__HyperparameterOutput: Represents the result of a single hyperparameter tuning trial from a training job. The TrainingOutput object that is returned on successful completion of a training job with hyperparameter tuning includes a list of HyperparameterOutput objects, one for each successful trial.
type GoogleCloudMlV1__HyperparameterOutput struct {
// AllMetrics: All recorded object metrics for this trial.
AllMetrics []*GoogleCloudMlV1HyperparameterOutputHyperparameterMetric `json:"allMetrics,omitempty"`
// FinalMetric: The final objective metric seen for this trial.
FinalMetric *GoogleCloudMlV1HyperparameterOutputHyperparameterMetric `json:"finalMetric,omitempty"`
// Hyperparameters: The hyperparameters given to this trial.
Hyperparameters map[string]string `json:"hyperparameters,omitempty"`
// TrialId: The trial id for these results.
TrialId string `json:"trialId,omitempty"`
// ForceSendFields is a list of field names (e.g. "AllMetrics") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "AllMetrics") to include in
// API requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__HyperparameterOutput) MarshalJSON ¶
func (s *GoogleCloudMlV1__HyperparameterOutput) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__HyperparameterSpec ¶
GoogleCloudMlV1__HyperparameterSpec: Represents a set of hyperparameters to optimize.
type GoogleCloudMlV1__HyperparameterSpec struct {
// Goal: Required. The type of goal to use for tuning. Available types
// are
// `MAXIMIZE` and `MINIMIZE`.
//
// Defaults to `MAXIMIZE`.
//
// Possible values:
// "GOAL_TYPE_UNSPECIFIED" - Goal Type will default to maximize.
// "MAXIMIZE" - Maximize the goal metric.
// "MINIMIZE" - Minimize the goal metric.
Goal string `json:"goal,omitempty"`
// HyperparameterMetricTag: Optional. The Tensorflow summary tag name to
// use for optimizing trials. For
// current versions of Tensorflow, this tag name should exactly match
// what is
// shown in Tensorboard, including all scopes. For versions of
// Tensorflow
// prior to 0.12, this should be only the tag passed to tf.Summary.
// By default, "training/hptuning/metric" will be used.
HyperparameterMetricTag string `json:"hyperparameterMetricTag,omitempty"`
// MaxParallelTrials: Optional. The number of training trials to run
// concurrently.
// You can reduce the time it takes to perform hyperparameter tuning by
// adding
// trials in parallel. However, each trail only benefits from the
// information
// gained in completed trials. That means that a trial does not get
// access to
// the results of trials running at the same time, which could reduce
// the
// quality of the overall optimization.
//
// Each trial will use the same scale tier and machine types.
//
// Defaults to one.
MaxParallelTrials int64 `json:"maxParallelTrials,omitempty"`
// MaxTrials: Optional. How many training trials should be attempted to
// optimize
// the specified hyperparameters.
//
// Defaults to one.
MaxTrials int64 `json:"maxTrials,omitempty"`
// Params: Required. The set of parameters to tune.
Params []*GoogleCloudMlV1__ParameterSpec `json:"params,omitempty"`
// ForceSendFields is a list of field names (e.g. "Goal") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "Goal") to include in API
// requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__HyperparameterSpec) MarshalJSON ¶
func (s *GoogleCloudMlV1__HyperparameterSpec) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__Job ¶
GoogleCloudMlV1__Job: Represents a training or prediction job.
type GoogleCloudMlV1__Job struct {
// CreateTime: Output only. When the job was created.
CreateTime string `json:"createTime,omitempty"`
// EndTime: Output only. When the job processing was completed.
EndTime string `json:"endTime,omitempty"`
// ErrorMessage: Output only. The details of a failure or a
// cancellation.
ErrorMessage string `json:"errorMessage,omitempty"`
// JobId: Required. The user-specified id of the job.
JobId string `json:"jobId,omitempty"`
// PredictionInput: Input parameters to create a prediction job.
PredictionInput *GoogleCloudMlV1__PredictionInput `json:"predictionInput,omitempty"`
// PredictionOutput: The current prediction job result.
PredictionOutput *GoogleCloudMlV1__PredictionOutput `json:"predictionOutput,omitempty"`
// StartTime: Output only. When the job processing was started.
StartTime string `json:"startTime,omitempty"`
// State: Output only. The detailed state of a job.
//
// Possible values:
// "STATE_UNSPECIFIED" - The job state is unspecified.
// "QUEUED" - The job has been just created and processing has not yet
// begun.
// "PREPARING" - The service is preparing to run the job.
// "RUNNING" - The job is in progress.
// "SUCCEEDED" - The job completed successfully.
// "FAILED" - The job failed.
// `error_message` should contain the details of the failure.
// "CANCELLING" - The job is being cancelled.
// `error_message` should describe the reason for the cancellation.
// "CANCELLED" - The job has been cancelled.
// `error_message` should describe the reason for the cancellation.
State string `json:"state,omitempty"`
// TrainingInput: Input parameters to create a training job.
TrainingInput *GoogleCloudMlV1__TrainingInput `json:"trainingInput,omitempty"`
// TrainingOutput: The current training job result.
TrainingOutput *GoogleCloudMlV1__TrainingOutput `json:"trainingOutput,omitempty"`
// ServerResponse contains the HTTP response code and headers from the
// server.
googleapi.ServerResponse `json:"-"`
// ForceSendFields is a list of field names (e.g. "CreateTime") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "CreateTime") to include in
// API requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__Job) MarshalJSON ¶
func (s *GoogleCloudMlV1__Job) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__ListJobsResponse ¶
GoogleCloudMlV1__ListJobsResponse: Response message for the ListJobs method.
type GoogleCloudMlV1__ListJobsResponse struct {
// Jobs: The list of jobs.
Jobs []*GoogleCloudMlV1__Job `json:"jobs,omitempty"`
// NextPageToken: Optional. Pass this token as the `page_token` field of
// the request for a
// subsequent call.
NextPageToken string `json:"nextPageToken,omitempty"`
// ServerResponse contains the HTTP response code and headers from the
// server.
googleapi.ServerResponse `json:"-"`
// ForceSendFields is a list of field names (e.g. "Jobs") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "Jobs") to include in API
// requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__ListJobsResponse) MarshalJSON ¶
func (s *GoogleCloudMlV1__ListJobsResponse) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__ListModelsResponse ¶
GoogleCloudMlV1__ListModelsResponse: Response message for the ListModels method.
type GoogleCloudMlV1__ListModelsResponse struct {
// Models: The list of models.
Models []*GoogleCloudMlV1__Model `json:"models,omitempty"`
// NextPageToken: Optional. Pass this token as the `page_token` field of
// the request for a
// subsequent call.
NextPageToken string `json:"nextPageToken,omitempty"`
// ServerResponse contains the HTTP response code and headers from the
// server.
googleapi.ServerResponse `json:"-"`
// ForceSendFields is a list of field names (e.g. "Models") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "Models") to include in API
// requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__ListModelsResponse) MarshalJSON ¶
func (s *GoogleCloudMlV1__ListModelsResponse) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__ListVersionsResponse ¶
GoogleCloudMlV1__ListVersionsResponse: Response message for the ListVersions method.
type GoogleCloudMlV1__ListVersionsResponse struct {
// NextPageToken: Optional. Pass this token as the `page_token` field of
// the request for a
// subsequent call.
NextPageToken string `json:"nextPageToken,omitempty"`
// Versions: The list of versions.
Versions []*GoogleCloudMlV1__Version `json:"versions,omitempty"`
// ServerResponse contains the HTTP response code and headers from the
// server.
googleapi.ServerResponse `json:"-"`
// ForceSendFields is a list of field names (e.g. "NextPageToken") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "NextPageToken") to include
// in API requests with the JSON null value. By default, fields with
// empty values are omitted from API requests. However, any field with
// an empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__ListVersionsResponse) MarshalJSON ¶
func (s *GoogleCloudMlV1__ListVersionsResponse) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__ManualScaling ¶
GoogleCloudMlV1__ManualScaling: Options for manually scaling a model.
type GoogleCloudMlV1__ManualScaling struct {
// Nodes: The number of nodes to allocate for this model. These nodes
// are always up,
// starting from the time the model is deployed, so the cost of
// operating
// this model will be proportional to `nodes` * number of hours
// since
// last billing cycle plus the cost for each prediction performed.
Nodes int64 `json:"nodes,omitempty"`
// ForceSendFields is a list of field names (e.g. "Nodes") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "Nodes") to include in API
// requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__ManualScaling) MarshalJSON ¶
func (s *GoogleCloudMlV1__ManualScaling) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__Model ¶
GoogleCloudMlV1__Model: Represents a machine learning solution.
A model can have multiple versions, each of which is a deployed, trained model ready to receive prediction requests. The model itself is just a container.
type GoogleCloudMlV1__Model struct {
// DefaultVersion: Output only. The default version of the model. This
// version will be used to
// handle prediction requests that do not specify a version.
//
// You can change the default version by
// calling
// [projects.methods.versions.setDefault](/ml-engine/reference/re
// st/v1/projects.models.versions/setDefault).
DefaultVersion *GoogleCloudMlV1__Version `json:"defaultVersion,omitempty"`
// Description: Optional. The description specified for the model when
// it was created.
Description string `json:"description,omitempty"`
// Name: Required. The name specified for the model when it was
// created.
//
// The model name must be unique within the project it is created in.
Name string `json:"name,omitempty"`
// OnlinePredictionLogging: Optional. If true, enables StackDriver
// Logging for online prediction.
// Default is false.
OnlinePredictionLogging bool `json:"onlinePredictionLogging,omitempty"`
// Regions: Optional. The list of regions where the model is going to be
// deployed.
// Currently only one region per model is supported.
// Defaults to 'us-central1' if nothing is set.
// Note:
// * No matter where a model is deployed, it can always be accessed
// by
// users from anywhere, both for online and batch prediction.
// * The region for a batch prediction job is set by the region field
// when
// submitting the batch prediction job and does not take its value
// from
// this field.
Regions []string `json:"regions,omitempty"`
// ServerResponse contains the HTTP response code and headers from the
// server.
googleapi.ServerResponse `json:"-"`
// ForceSendFields is a list of field names (e.g. "DefaultVersion") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "DefaultVersion") to
// include in API requests with the JSON null value. By default, fields
// with empty values are omitted from API requests. However, any field
// with an empty value appearing in NullFields will be sent to the
// server as null. It is an error if a field in this list has a
// non-empty value. This may be used to include null fields in Patch
// requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__Model) MarshalJSON ¶
func (s *GoogleCloudMlV1__Model) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__OperationMetadata ¶
GoogleCloudMlV1__OperationMetadata: Represents the metadata of the long-running operation.
type GoogleCloudMlV1__OperationMetadata struct {
// CreateTime: The time the operation was submitted.
CreateTime string `json:"createTime,omitempty"`
// EndTime: The time operation processing completed.
EndTime string `json:"endTime,omitempty"`
// IsCancellationRequested: Indicates whether a request to cancel this
// operation has been made.
IsCancellationRequested bool `json:"isCancellationRequested,omitempty"`
// ModelName: Contains the name of the model associated with the
// operation.
ModelName string `json:"modelName,omitempty"`
// OperationType: The operation type.
//
// Possible values:
// "OPERATION_TYPE_UNSPECIFIED" - Unspecified operation type.
// "CREATE_VERSION" - An operation to create a new version.
// "DELETE_VERSION" - An operation to delete an existing version.
// "DELETE_MODEL" - An operation to delete an existing model.
OperationType string `json:"operationType,omitempty"`
// StartTime: The time operation processing started.
StartTime string `json:"startTime,omitempty"`
// Version: Contains the version associated with the operation.
Version *GoogleCloudMlV1__Version `json:"version,omitempty"`
// ForceSendFields is a list of field names (e.g. "CreateTime") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "CreateTime") to include in
// API requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__OperationMetadata) MarshalJSON ¶
func (s *GoogleCloudMlV1__OperationMetadata) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__ParameterSpec ¶
GoogleCloudMlV1__ParameterSpec: Represents a single hyperparameter to optimize.
type GoogleCloudMlV1__ParameterSpec struct {
// CategoricalValues: Required if type is `CATEGORICAL`. The list of
// possible categories.
CategoricalValues []string `json:"categoricalValues,omitempty"`
// DiscreteValues: Required if type is `DISCRETE`.
// A list of feasible points.
// The list should be in strictly increasing order. For instance,
// this
// parameter might have possible settings of 1.5, 2.5, and 4.0. This
// list
// should not contain more than 1,000 values.
DiscreteValues []float64 `json:"discreteValues,omitempty"`
// MaxValue: Required if typeis `DOUBLE` or `INTEGER`. This field
// should be unset if type is `CATEGORICAL`. This value should be
// integers if
// type is `INTEGER`.
MaxValue float64 `json:"maxValue,omitempty"`
// MinValue: Required if type is `DOUBLE` or `INTEGER`. This
// field
// should be unset if type is `CATEGORICAL`. This value should be
// integers if
// type is INTEGER.
MinValue float64 `json:"minValue,omitempty"`
// ParameterName: Required. The parameter name must be unique amongst
// all ParameterConfigs in
// a HyperparameterSpec message. E.g., "learning_rate".
ParameterName string `json:"parameterName,omitempty"`
// ScaleType: Optional. How the parameter should be scaled to the
// hypercube.
// Leave unset for categorical parameters.
// Some kind of scaling is strongly recommended for real or
// integral
// parameters (e.g., `UNIT_LINEAR_SCALE`).
//
// Possible values:
// "NONE" - By default, no scaling is applied.
// "UNIT_LINEAR_SCALE" - Scales the feasible space to (0, 1) linearly.
// "UNIT_LOG_SCALE" - Scales the feasible space logarithmically to (0,
// 1). The entire feasible
// space must be strictly positive.
// "UNIT_REVERSE_LOG_SCALE" - Scales the feasible space "reverse"
// logarithmically to (0, 1). The result
// is that values close to the top of the feasible space are spread out
// more
// than points near the bottom. The entire feasible space must be
// strictly
// positive.
ScaleType string `json:"scaleType,omitempty"`
// Type: Required. The type of the parameter.
//
// Possible values:
// "PARAMETER_TYPE_UNSPECIFIED" - You must specify a valid type. Using
// this unspecified type will result in
// an error.
// "DOUBLE" - Type for real-valued parameters.
// "INTEGER" - Type for integral parameters.
// "CATEGORICAL" - The parameter is categorical, with a value chosen
// from the categories
// field.
// "DISCRETE" - The parameter is real valued, with a fixed set of
// feasible points. If
// `type==DISCRETE`, feasible_points must be provided, and
// {`min_value`, `max_value`} will be ignored.
Type string `json:"type,omitempty"`
// ForceSendFields is a list of field names (e.g. "CategoricalValues")
// to unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "CategoricalValues") to
// include in API requests with the JSON null value. By default, fields
// with empty values are omitted from API requests. However, any field
// with an empty value appearing in NullFields will be sent to the
// server as null. It is an error if a field in this list has a
// non-empty value. This may be used to include null fields in Patch
// requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__ParameterSpec) MarshalJSON ¶
func (s *GoogleCloudMlV1__ParameterSpec) MarshalJSON() ([]byte, error)
func (*GoogleCloudMlV1__ParameterSpec) UnmarshalJSON ¶
func (s *GoogleCloudMlV1__ParameterSpec) UnmarshalJSON(data []byte) error
type GoogleCloudMlV1__PredictRequest ¶
GoogleCloudMlV1__PredictRequest: Request for predictions to be issued against a trained model.
The body of the request is a single JSON object with a single top-level field:
<dl>
<dt>instances</dt> <dd>A JSON array containing values representing the instances to
use for
prediction.</dd>
</dl>
The structure of each element of the instances list is determined by your model's input definition. Instances can include named inputs or can contain only unlabeled values.
Not all data includes named inputs. Some instances will be simple JSON values (boolean, number, or string). However, instances are often lists of simple values, or complex nested lists. Here are some examples of request bodies:
CSV data with each row encoded as a string value: <pre> {"instances": ["1.0,true,\\"x\\"", "-2.0,false,\\"y\\""]} </pre> Plain text: <pre> {"instances": ["the quick brown fox", "la bruja le dio"]} </pre> Sentences encoded as lists of words (vectors of strings): <pre> {
"instances": [ ["the","quick","brown"], ["la","bruja","le"], ... ]
} </pre> Floating point scalar values: <pre> {"instances": [0.0, 1.1, 2.2]} </pre> Vectors of integers: <pre> {
"instances": [ [0, 1, 2], [3, 4, 5], ... ]
} </pre> Tensors (in this case, two-dimensional tensors): <pre> {
"instances": [
[
[0, 1, 2],
[3, 4, 5]
],
...
]
} </pre> Images can be represented different ways. In this encoding scheme the first two dimensions represent the rows and columns of the image, and the third contains lists (vectors) of the R, G, and B values for each pixel. <pre> {
"instances": [
[
[
[138, 30, 66],
[130, 20, 56],
...
],
[
[126, 38, 61],
[122, 24, 57],
...
],
...
],
...
]
} </pre> JSON strings must be encoded as UTF-8. To send binary data, you must base64-encode the data and mark it as binary. To mark a JSON string as binary, replace it with a JSON object with a single attribute named `b64`: <pre>{"b64": "..."} </pre> For example:
Two Serialized tf.Examples (fake data, for illustrative purposes only): <pre> {"instances": [{"b64": "X5ad6u"}, {"b64": "IA9j4nx"}]} </pre> Two JPEG image byte strings (fake data, for illustrative purposes only): <pre> {"instances": [{"b64": "ASa8asdf"}, {"b64": "JLK7ljk3"}]} </pre> If your data includes named references, format each instance as a JSON object with the named references as the keys:
JSON input data to be preprocessed: <pre> {
"instances": [
{
"a": 1.0,
"b": true,
"c": "x"
},
{
"a": -2.0,
"b": false,
"c": "y"
}
]
} </pre> Some models have an underlying TensorFlow graph that accepts multiple input tensors. In this case, you should use the names of JSON name/value pairs to identify the input tensors, as shown in the following exmaples:
For a graph with input tensor aliases "tag" (string) and "image" (base64-encoded string): <pre> {
"instances": [
{
"tag": "beach",
"image": {"b64": "ASa8asdf"}
},
{
"tag": "car",
"image": {"b64": "JLK7ljk3"}
}
]
} </pre> For a graph with input tensor aliases "tag" (string) and "image" (3-dimensional array of 8-bit ints): <pre> {
"instances": [
{
"tag": "beach",
"image": [
[
[138, 30, 66],
[130, 20, 56],
...
],
[
[126, 38, 61],
[122, 24, 57],
...
],
...
]
},
{
"tag": "car",
"image": [
[
[255, 0, 102],
[255, 0, 97],
...
],
[
[254, 1, 101],
[254, 2, 93],
...
],
...
]
},
...
]
} </pre> If the call is successful, the response body will contain one prediction entry per instance in the request body. If prediction fails for any instance, the response body will contain no predictions and will contian a single error entry instead.
type GoogleCloudMlV1__PredictRequest struct {
// HttpBody:
// Required. The prediction request body.
HttpBody *GoogleApi__HttpBody `json:"httpBody,omitempty"`
// ForceSendFields is a list of field names (e.g. "HttpBody") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "HttpBody") to include in
// API requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__PredictRequest) MarshalJSON ¶
func (s *GoogleCloudMlV1__PredictRequest) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__PredictionInput ¶
GoogleCloudMlV1__PredictionInput: Represents input parameters for a prediction job.
type GoogleCloudMlV1__PredictionInput struct {
// DataFormat: Required. The format of the input data files.
//
// Possible values:
// "DATA_FORMAT_UNSPECIFIED" - Unspecified format.
// "TEXT" - The source file is a text file with instances separated by
// the
// new-line character.
// "TF_RECORD" - The source file is a TFRecord file.
// "TF_RECORD_GZIP" - The source file is a GZIP-compressed TFRecord
// file.
DataFormat string `json:"dataFormat,omitempty"`
// InputPaths: Required. The Google Cloud Storage location of the input
// data files.
// May contain wildcards.
InputPaths []string `json:"inputPaths,omitempty"`
// MaxWorkerCount: Optional. The maximum number of workers to be used
// for parallel processing.
// Defaults to 10 if not specified.
MaxWorkerCount int64 `json:"maxWorkerCount,omitempty,string"`
// ModelName: Use this field if you want to use the default version for
// the specified
// model. The string must use the following
// format:
//
// "projects/<var>[YOUR_PROJECT]</var>/models/<var>[YOUR_MODEL]
// </var>"
ModelName string `json:"modelName,omitempty"`
// OutputPath: Required. The output Google Cloud Storage location.
OutputPath string `json:"outputPath,omitempty"`
// Region: Required. The Google Compute Engine region to run the
// prediction job in.
Region string `json:"region,omitempty"`
// RuntimeVersion: Optional. The Google Cloud ML runtime version to use
// for this batch
// prediction. If not set, Google Cloud ML will pick the runtime version
// used
// during the CreateVersion request for this model version, or choose
// the
// latest stable version when model version information is not
// available
// such as when the model is specified by uri.
RuntimeVersion string `json:"runtimeVersion,omitempty"`
// Uri: Use this field if you want to specify a Google Cloud Storage
// path for
// the model to use.
Uri string `json:"uri,omitempty"`
// VersionName: Use this field if you want to specify a version of the
// model to use. The
// string is formatted the same way as `model_version`, with the
// addition
// of the version
// information:
//
// "projects/<var>[YOUR_PROJECT]</var>/models/<var>YOUR_MO
// DEL/versions/<var>[YOUR_VERSION]</var>"
VersionName string `json:"versionName,omitempty"`
// ForceSendFields is a list of field names (e.g. "DataFormat") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "DataFormat") to include in
// API requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__PredictionInput) MarshalJSON ¶
func (s *GoogleCloudMlV1__PredictionInput) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__PredictionOutput ¶
GoogleCloudMlV1__PredictionOutput: Represents results of a prediction job.
type GoogleCloudMlV1__PredictionOutput struct {
// ErrorCount: The number of data instances which resulted in errors.
ErrorCount int64 `json:"errorCount,omitempty,string"`
// NodeHours: Node hours used by the batch prediction job.
NodeHours float64 `json:"nodeHours,omitempty"`
// OutputPath: The output Google Cloud Storage location provided at the
// job creation time.
OutputPath string `json:"outputPath,omitempty"`
// PredictionCount: The number of generated predictions.
PredictionCount int64 `json:"predictionCount,omitempty,string"`
// ForceSendFields is a list of field names (e.g. "ErrorCount") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "ErrorCount") to include in
// API requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__PredictionOutput) MarshalJSON ¶
func (s *GoogleCloudMlV1__PredictionOutput) MarshalJSON() ([]byte, error)
func (*GoogleCloudMlV1__PredictionOutput) UnmarshalJSON ¶
func (s *GoogleCloudMlV1__PredictionOutput) UnmarshalJSON(data []byte) error
type GoogleCloudMlV1__SetDefaultVersionRequest ¶
GoogleCloudMlV1__SetDefaultVersionRequest: Request message for the SetDefaultVersion request.
type GoogleCloudMlV1__SetDefaultVersionRequest struct {
}
type GoogleCloudMlV1__TrainingInput ¶
GoogleCloudMlV1__TrainingInput: Represents input parameters for a training job.
type GoogleCloudMlV1__TrainingInput struct {
// Args: Optional. Command line arguments to pass to the program.
Args []string `json:"args,omitempty"`
// Hyperparameters: Optional. The set of Hyperparameters to tune.
Hyperparameters *GoogleCloudMlV1__HyperparameterSpec `json:"hyperparameters,omitempty"`
// JobDir: Optional. A Google Cloud Storage path in which to store
// training outputs
// and other data needed for training. This path is passed to your
// TensorFlow
// program as the 'job_dir' command-line argument. The benefit of
// specifying
// this field is that Cloud ML validates the path for use in training.
JobDir string `json:"jobDir,omitempty"`
// MasterType: Optional. Specifies the type of virtual machine to use
// for your training
// job's master worker.
//
// The following types are supported:
//
// <dl>
// <dt>standard</dt>
// <dd>
// A basic machine configuration suitable for training simple models
// with
// small to moderate datasets.
// </dd>
// <dt>large_model</dt>
// <dd>
// A machine with a lot of memory, specially suited for parameter
// servers
// when your model is large (having many hidden layers or layers with
// very
// large numbers of nodes).
// </dd>
// <dt>complex_model_s</dt>
// <dd>
// A machine suitable for the master and workers of the cluster when
// your
// model requires more computation than the standard machine can
// handle
// satisfactorily.
// </dd>
// <dt>complex_model_m</dt>
// <dd>
// A machine with roughly twice the number of cores and roughly double
// the
// memory of <code suppresswarning="true">complex_model_s</code>.
// </dd>
// <dt>complex_model_l</dt>
// <dd>
// A machine with roughly twice the number of cores and roughly double
// the
// memory of <code suppresswarning="true">complex_model_m</code>.
// </dd>
// <dt>standard_gpu</dt>
// <dd>
// A machine equivalent to <code
// suppresswarning="true">standard</code> that
// also includes a
// <a href="/ml-engine/docs/how-tos/using-gpus">
// GPU that you can use in your trainer</a>.
// </dd>
// <dt>complex_model_m_gpu</dt>
// <dd>
// A machine equivalent to
// <code suppresswarning="true">complex_model_m</code> that also
// includes
// four GPUs.
// </dd>
// </dl>
//
// You must set this value when `scaleTier` is set to `CUSTOM`.
MasterType string `json:"masterType,omitempty"`
// PackageUris: Required. The Google Cloud Storage location of the
// packages with
// the training program and any additional dependencies.
// The maximum number of package URIs is 100.
PackageUris []string `json:"packageUris,omitempty"`
// ParameterServerCount: Optional. The number of parameter server
// replicas to use for the training
// job. Each replica in the cluster will be of the type specified
// in
// `parameter_server_type`.
//
// This value can only be used when `scale_tier` is set to `CUSTOM`.If
// you
// set this value, you must also set `parameter_server_type`.
ParameterServerCount int64 `json:"parameterServerCount,omitempty,string"`
// ParameterServerType: Optional. Specifies the type of virtual machine
// to use for your training
// job's parameter server.
//
// The supported values are the same as those described in the entry
// for
// `master_type`.
//
// This value must be present when `scaleTier` is set to `CUSTOM`
// and
// `parameter_server_count` is greater than zero.
ParameterServerType string `json:"parameterServerType,omitempty"`
// PythonModule: Required. The Python module name to run after
// installing the packages.
PythonModule string `json:"pythonModule,omitempty"`
// Region: Required. The Google Compute Engine region to run the
// training job in.
Region string `json:"region,omitempty"`
// RuntimeVersion: Optional. The Google Cloud ML runtime version to use
// for training. If not
// set, Google Cloud ML will choose the latest stable version.
RuntimeVersion string `json:"runtimeVersion,omitempty"`
// ScaleTier: Required. Specifies the machine types, the number of
// replicas for workers
// and parameter servers.
//
// Possible values:
// "BASIC" - A single worker instance. This tier is suitable for
// learning how to use
// Cloud ML, and for experimenting with new models using small datasets.
// "STANDARD_1" - Many workers and a few parameter servers.
// "PREMIUM_1" - A large number of workers with many parameter
// servers.
// "BASIC_GPU" - A single worker instance [with a
// GPU](/ml-engine/docs/how-tos/using-gpus).
// "CUSTOM" - The CUSTOM tier is not a set tier, but rather enables
// you to use your
// own cluster specification. When you use this tier, set values
// to
// configure your processing cluster according to these guidelines:
//
// * You _must_ set `TrainingInput.masterType` to specify the type
// of machine to use for your master node. This is the only
// required
// setting.
//
// * You _may_ set `TrainingInput.workerCount` to specify the number
// of
// workers to use. If you specify one or more workers, you _must_
// also
// set `TrainingInput.workerType` to specify the type of machine to
// use
// for your worker nodes.
//
// * You _may_ set `TrainingInput.parameterServerCount` to specify
// the
// number of parameter servers to use. If you specify one or more
// parameter servers, you _must_ also set
// `TrainingInput.parameterServerType` to specify the type of
// machine to
// use for your parameter servers.
//
// Note that all of your workers must use the same machine type, which
// can
// be different from your parameter server type and master type.
// Your
// parameter servers must likewise use the same machine type, which can
// be
// different from your worker type and master type.
ScaleTier string `json:"scaleTier,omitempty"`
// WorkerCount: Optional. The number of worker replicas to use for the
// training job. Each
// replica in the cluster will be of the type specified in
// `worker_type`.
//
// This value can only be used when `scale_tier` is set to `CUSTOM`. If
// you
// set this value, you must also set `worker_type`.
WorkerCount int64 `json:"workerCount,omitempty,string"`
// WorkerType: Optional. Specifies the type of virtual machine to use
// for your training
// job's worker nodes.
//
// The supported values are the same as those described in the entry
// for
// `masterType`.
//
// This value must be present when `scaleTier` is set to `CUSTOM`
// and
// `workerCount` is greater than zero.
WorkerType string `json:"workerType,omitempty"`
// ForceSendFields is a list of field names (e.g. "Args") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "Args") to include in API
// requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__TrainingInput) MarshalJSON ¶
func (s *GoogleCloudMlV1__TrainingInput) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1__TrainingOutput ¶
GoogleCloudMlV1__TrainingOutput: Represents results of a training job. Output only.
type GoogleCloudMlV1__TrainingOutput struct {
// CompletedTrialCount: The number of hyperparameter tuning trials that
// completed successfully.
// Only set for hyperparameter tuning jobs.
CompletedTrialCount int64 `json:"completedTrialCount,omitempty,string"`
// ConsumedMLUnits: The amount of ML units consumed by the job.
ConsumedMLUnits float64 `json:"consumedMLUnits,omitempty"`
// IsHyperparameterTuningJob: Whether this job is a hyperparameter
// tuning job.
IsHyperparameterTuningJob bool `json:"isHyperparameterTuningJob,omitempty"`
// Trials: Results for individual Hyperparameter trials.
// Only set for hyperparameter tuning jobs.
Trials []*GoogleCloudMlV1__HyperparameterOutput `json:"trials,omitempty"`
// ForceSendFields is a list of field names (e.g. "CompletedTrialCount")
// to unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "CompletedTrialCount") to
// include in API requests with the JSON null value. By default, fields
// with empty values are omitted from API requests. However, any field
// with an empty value appearing in NullFields will be sent to the
// server as null. It is an error if a field in this list has a
// non-empty value. This may be used to include null fields in Patch
// requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__TrainingOutput) MarshalJSON ¶
func (s *GoogleCloudMlV1__TrainingOutput) MarshalJSON() ([]byte, error)
func (*GoogleCloudMlV1__TrainingOutput) UnmarshalJSON ¶
func (s *GoogleCloudMlV1__TrainingOutput) UnmarshalJSON(data []byte) error
type GoogleCloudMlV1__Version ¶
GoogleCloudMlV1__Version: Represents a version of the model.
Each version is a trained model deployed in the cloud, ready to handle prediction requests. A model can have multiple versions. You can get information about all of the versions of a given model by calling [projects.models.versions.list](/ml-engine/reference/rest/v1/p rojects.models.versions/list).
type GoogleCloudMlV1__Version struct {
// AutomaticScaling: Automatically scale the number of nodes used to
// serve the model in
// response to increases and decreases in traffic. Care should be
// taken to ramp up traffic according to the model's ability to scale
// or you will start seeing increases in latency and 429 response codes.
AutomaticScaling *GoogleCloudMlV1__AutomaticScaling `json:"automaticScaling,omitempty"`
// CreateTime: Output only. The time the version was created.
CreateTime string `json:"createTime,omitempty"`
// DeploymentUri: Required. The Google Cloud Storage location of the
// trained model used to
// create the version. See the
// [overview of
// model
// deployment](/ml-engine/docs/concepts/deployment-overview) for
// more
// informaiton.
//
// When passing Version
// to
// [projects.models.versions.create](/ml-engine/reference/rest/v1/proj
// ects.models.versions/create)
// the model service uses the specified location as the source of the
// model.
// Once deployed, the model version is hosted by the prediction service,
// so
// this location is useful only as a historical record.
// The total number of model files can't exceed 1000.
DeploymentUri string `json:"deploymentUri,omitempty"`
// Description: Optional. The description specified for the version when
// it was created.
Description string `json:"description,omitempty"`
// IsDefault: Output only. If true, this version will be used to handle
// prediction
// requests that do not specify a version.
//
// You can change the default version by
// calling
// [projects.methods.versions.setDefault](/ml-engine/reference/re
// st/v1/projects.models.versions/setDefault).
IsDefault bool `json:"isDefault,omitempty"`
// LastUseTime: Output only. The time the version was last used for
// prediction.
LastUseTime string `json:"lastUseTime,omitempty"`
// ManualScaling: Manually select the number of nodes to use for serving
// the
// model. You should generally use `automatic_scaling` with an
// appropriate
// `min_nodes` instead, but this option is available if you want
// more
// predictable billing. Beware that latency and error rates will
// increase
// if the traffic exceeds that capability of the system to serve it
// based
// on the selected number of nodes.
ManualScaling *GoogleCloudMlV1__ManualScaling `json:"manualScaling,omitempty"`
// Name: Required.The name specified for the version when it was
// created.
//
// The version name must be unique within the model it is created in.
Name string `json:"name,omitempty"`
// RuntimeVersion: Optional. The Google Cloud ML runtime version to use
// for this deployment.
// If not set, Google Cloud ML will choose a version.
RuntimeVersion string `json:"runtimeVersion,omitempty"`
// ServerResponse contains the HTTP response code and headers from the
// server.
googleapi.ServerResponse `json:"-"`
// ForceSendFields is a list of field names (e.g. "AutomaticScaling") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "AutomaticScaling") to
// include in API requests with the JSON null value. By default, fields
// with empty values are omitted from API requests. However, any field
// with an empty value appearing in NullFields will be sent to the
// server as null. It is an error if a field in this list has a
// non-empty value. This may be used to include null fields in Patch
// requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1__Version) MarshalJSON ¶
func (s *GoogleCloudMlV1__Version) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1beta1__AutomaticScaling ¶
GoogleCloudMlV1beta1__AutomaticScaling: Options for automatically scaling a model.
type GoogleCloudMlV1beta1__AutomaticScaling struct {
// MinNodes: Optional. The minimum number of nodes to allocate for this
// model. These
// nodes are always up, starting from the time the model is deployed, so
// the
// cost of operating this model will be at least
// `rate` * `min_nodes` * number of hours since last billing
// cycle,
// where `rate` is the cost per node-hour as documented
// in
// [pricing](https://cloud.google.com/ml-engine/pricing#prediction_pri
// cing),
// even if no predictions are performed. There is additional cost for
// each
// prediction performed.
//
// Unlike manual scaling, if the load gets too heavy for the nodes
// that are up, the service will automatically add nodes to handle
// the
// increased load as well as scale back as traffic drops, always
// maintaining
// at least `min_nodes`. You will be charged for the time in which
// additional
// nodes are used.
//
// If not specified, `min_nodes` defaults to 0, in which case, when
// traffic
// to a model stops (and after a cool-down period), nodes will be shut
// down
// and no charges will be incurred until traffic to the model resumes.
MinNodes int64 `json:"minNodes,omitempty"`
// ForceSendFields is a list of field names (e.g. "MinNodes") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "MinNodes") to include in
// API requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1beta1__AutomaticScaling) MarshalJSON ¶
func (s *GoogleCloudMlV1beta1__AutomaticScaling) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1beta1__ManualScaling ¶
GoogleCloudMlV1beta1__ManualScaling: Options for manually scaling a model.
type GoogleCloudMlV1beta1__ManualScaling struct {
// Nodes: The number of nodes to allocate for this model. These nodes
// are always up,
// starting from the time the model is deployed, so the cost of
// operating
// this model will be proportional to `nodes` * number of hours
// since
// last billing cycle.
Nodes int64 `json:"nodes,omitempty"`
// ForceSendFields is a list of field names (e.g. "Nodes") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "Nodes") to include in API
// requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1beta1__ManualScaling) MarshalJSON ¶
func (s *GoogleCloudMlV1beta1__ManualScaling) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1beta1__OperationMetadata ¶
GoogleCloudMlV1beta1__OperationMetadata: Represents the metadata of the long-running operation.
type GoogleCloudMlV1beta1__OperationMetadata struct {
// CreateTime: The time the operation was submitted.
CreateTime string `json:"createTime,omitempty"`
// EndTime: The time operation processing completed.
EndTime string `json:"endTime,omitempty"`
// IsCancellationRequested: Indicates whether a request to cancel this
// operation has been made.
IsCancellationRequested bool `json:"isCancellationRequested,omitempty"`
// ModelName: Contains the name of the model associated with the
// operation.
ModelName string `json:"modelName,omitempty"`
// OperationType: The operation type.
//
// Possible values:
// "OPERATION_TYPE_UNSPECIFIED" - Unspecified operation type.
// "CREATE_VERSION" - An operation to create a new version.
// "DELETE_VERSION" - An operation to delete an existing version.
// "DELETE_MODEL" - An operation to delete an existing model.
OperationType string `json:"operationType,omitempty"`
// StartTime: The time operation processing started.
StartTime string `json:"startTime,omitempty"`
// Version: Contains the version associated with the operation.
Version *GoogleCloudMlV1beta1__Version `json:"version,omitempty"`
// ForceSendFields is a list of field names (e.g. "CreateTime") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "CreateTime") to include in
// API requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1beta1__OperationMetadata) MarshalJSON ¶
func (s *GoogleCloudMlV1beta1__OperationMetadata) MarshalJSON() ([]byte, error)
type GoogleCloudMlV1beta1__Version ¶
GoogleCloudMlV1beta1__Version: Represents a version of the model.
Each version is a trained model deployed in the cloud, ready to handle prediction requests. A model can have multiple versions. You can get information about all of the versions of a given model by calling [projects.models.versions.list](/ml-engine/reference/rest/v1be ta1/projects.models.versions/list).
type GoogleCloudMlV1beta1__Version struct {
// AutomaticScaling: Automatically scale the number of nodes used to
// serve the model in
// response to increases and decreases in traffic. Care should be
// taken to ramp up traffic according to the model's ability to scale
// or you will start seeing increases in latency and 429 response codes.
AutomaticScaling *GoogleCloudMlV1beta1__AutomaticScaling `json:"automaticScaling,omitempty"`
// CreateTime: Output only. The time the version was created.
CreateTime string `json:"createTime,omitempty"`
// DeploymentUri: Required. The Google Cloud Storage location of the
// trained model used to
// create the version. See the
// [overview of
// model
// deployment](/ml-engine/docs/concepts/deployment-overview) for
// more
// informaiton.
//
// When passing Version
// to
// [projects.models.versions.create](/ml-engine/reference/rest/v1beta1
// /projects.models.versions/create)
// the model service uses the specified location as the source of the
// model.
// Once deployed, the model version is hosted by the prediction service,
// so
// this location is useful only as a historical record.
// The total number of model files can't exceed 1000.
DeploymentUri string `json:"deploymentUri,omitempty"`
// Description: Optional. The description specified for the version when
// it was created.
Description string `json:"description,omitempty"`
// IsDefault: Output only. If true, this version will be used to handle
// prediction
// requests that do not specify a version.
//
// You can change the default version by
// calling
// [projects.methods.versions.setDefault](/ml-engine/reference/re
// st/v1beta1/projects.models.versions/setDefault).
IsDefault bool `json:"isDefault,omitempty"`
// LastUseTime: Output only. The time the version was last used for
// prediction.
LastUseTime string `json:"lastUseTime,omitempty"`
// ManualScaling: Manually select the number of nodes to use for serving
// the
// model. You should generally use `automatic_scaling` with an
// appropriate
// `min_nodes` instead, but this option is available if you want
// predictable
// billing. Beware that latency and error rates will increase if
// the
// traffic exceeds that capability of the system to serve it based
// on
// the selected number of nodes.
ManualScaling *GoogleCloudMlV1beta1__ManualScaling `json:"manualScaling,omitempty"`
// Name: Required.The name specified for the version when it was
// created.
//
// The version name must be unique within the model it is created in.
Name string `json:"name,omitempty"`
// RuntimeVersion: Optional. The Google Cloud ML runtime version to use
// for this deployment.
// If not set, Google Cloud ML will choose a version.
RuntimeVersion string `json:"runtimeVersion,omitempty"`
// ForceSendFields is a list of field names (e.g. "AutomaticScaling") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "AutomaticScaling") to
// include in API requests with the JSON null value. By default, fields
// with empty values are omitted from API requests. However, any field
// with an empty value appearing in NullFields will be sent to the
// server as null. It is an error if a field in this list has a
// non-empty value. This may be used to include null fields in Patch
// requests.
NullFields []string `json:"-"`
}
func (*GoogleCloudMlV1beta1__Version) MarshalJSON ¶
func (s *GoogleCloudMlV1beta1__Version) MarshalJSON() ([]byte, error)
type GoogleLongrunning__ListOperationsResponse ¶
GoogleLongrunning__ListOperationsResponse: The response message for Operations.ListOperations.
type GoogleLongrunning__ListOperationsResponse struct {
// NextPageToken: The standard List next-page token.
NextPageToken string `json:"nextPageToken,omitempty"`
// Operations: A list of operations that matches the specified filter in
// the request.
Operations []*GoogleLongrunning__Operation `json:"operations,omitempty"`
// ServerResponse contains the HTTP response code and headers from the
// server.
googleapi.ServerResponse `json:"-"`
// ForceSendFields is a list of field names (e.g. "NextPageToken") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "NextPageToken") to include
// in API requests with the JSON null value. By default, fields with
// empty values are omitted from API requests. However, any field with
// an empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleLongrunning__ListOperationsResponse) MarshalJSON ¶
func (s *GoogleLongrunning__ListOperationsResponse) MarshalJSON() ([]byte, error)
type GoogleLongrunning__Operation ¶
GoogleLongrunning__Operation: This resource represents a long-running operation that is the result of a network API call.
type GoogleLongrunning__Operation struct {
// Done: If the value is `false`, it means the operation is still in
// progress.
// If true, the operation is completed, and either `error` or `response`
// is
// available.
Done bool `json:"done,omitempty"`
// Error: The error result of the operation in case of failure or
// cancellation.
Error *GoogleRpc__Status `json:"error,omitempty"`
// Metadata: Service-specific metadata associated with the operation.
// It typically
// contains progress information and common metadata such as create
// time.
// Some services might not provide such metadata. Any method that
// returns a
// long-running operation should document the metadata type, if any.
Metadata googleapi.RawMessage `json:"metadata,omitempty"`
// Name: The server-assigned name, which is only unique within the same
// service that
// originally returns it. If you use the default HTTP mapping,
// the
// `name` should have the format of `operations/some/unique/name`.
Name string `json:"name,omitempty"`
// Response: The normal response of the operation in case of success.
// If the original
// method returns no data on success, such as `Delete`, the response
// is
// `google.protobuf.Empty`. If the original method is
// standard
// `Get`/`Create`/`Update`, the response should be the resource. For
// other
// methods, the response should have the type `XxxResponse`, where
// `Xxx`
// is the original method name. For example, if the original method
// name
// is `TakeSnapshot()`, the inferred response type
// is
// `TakeSnapshotResponse`.
Response googleapi.RawMessage `json:"response,omitempty"`
// ServerResponse contains the HTTP response code and headers from the
// server.
googleapi.ServerResponse `json:"-"`
// ForceSendFields is a list of field names (e.g. "Done") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "Done") to include in API
// requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleLongrunning__Operation) MarshalJSON ¶
func (s *GoogleLongrunning__Operation) MarshalJSON() ([]byte, error)
type GoogleProtobuf__Empty ¶
GoogleProtobuf__Empty: A generic empty message that you can re-use to avoid defining duplicated empty messages in your APIs. A typical example is to use it as the request or the response type of an API method. For instance:
service Foo {
rpc Bar(google.protobuf.Empty) returns
(google.protobuf.Empty);
}
The JSON representation for `Empty` is empty JSON object `{}`.
type GoogleProtobuf__Empty struct {
// ServerResponse contains the HTTP response code and headers from the
// server.
googleapi.ServerResponse `json:"-"`
}
type GoogleRpc__Status ¶
GoogleRpc__Status: The `Status` type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. It is used by [gRPC](https://github.com/grpc). The error model is designed to be:
- Simple to use and understand for most users - Flexible enough to meet unexpected needs
# Overview
The `Status` message contains three pieces of data: error code, error message, and error details. The error code should be an enum value of google.rpc.Code, but it may accept additional error codes if needed. The error message should be a developer-facing English message that helps developers *understand* and *resolve* the error. If a localized user-facing error message is needed, put the localized message in the error details or localize it in the client. The optional error details may contain arbitrary information about the error. There is a predefined set of error detail types in the package `google.rpc` that can be used for common error conditions.
# Language mapping
The `Status` message is the logical representation of the error model, but it is not necessarily the actual wire format. When the `Status` message is exposed in different client libraries and different wire protocols, it can be mapped differently. For example, it will likely be mapped to some exceptions in Java, but more likely mapped to some error codes in C.
# Other uses
The error model and the `Status` message can be used in a variety of environments, either with or without APIs, to provide a consistent developer experience across different environments.
Example uses of this error model include:
- Partial errors. If a service needs to return partial errors to the client,
it may embed the `Status` in the normal response to indicate the
partial
errors.
- Workflow errors. A typical workflow has multiple steps. Each step may
have a `Status` message for error reporting.
- Batch operations. If a client uses batch request and batch response, the
`Status` message should be used directly inside batch response,
one for
each error sub-response.
- Asynchronous operations. If an API call embeds asynchronous operation
results in its response, the status of those operations should
be
represented directly using the `Status` message.
- Logging. If some API errors are stored in logs, the message `Status` could
be used directly after any stripping needed for security/privacy
reasons.
type GoogleRpc__Status struct {
// Code: The status code, which should be an enum value of
// google.rpc.Code.
Code int64 `json:"code,omitempty"`
// Details: A list of messages that carry the error details. There will
// be a
// common set of message types for APIs to use.
Details []googleapi.RawMessage `json:"details,omitempty"`
// Message: A developer-facing error message, which should be in
// English. Any
// user-facing error message should be localized and sent in
// the
// google.rpc.Status.details field, or localized by the client.
Message string `json:"message,omitempty"`
// ForceSendFields is a list of field names (e.g. "Code") to
// unconditionally include in API requests. By default, fields with
// empty values are omitted from API requests. However, any non-pointer,
// non-interface field appearing in ForceSendFields will be sent to the
// server regardless of whether the field is empty or not. This may be
// used to include empty fields in Patch requests.
ForceSendFields []string `json:"-"`
// NullFields is a list of field names (e.g. "Code") to include in API
// requests with the JSON null value. By default, fields with empty
// values are omitted from API requests. However, any field with an
// empty value appearing in NullFields will be sent to the server as
// null. It is an error if a field in this list has a non-empty value.
// This may be used to include null fields in Patch requests.
NullFields []string `json:"-"`
}
func (*GoogleRpc__Status) MarshalJSON ¶
func (s *GoogleRpc__Status) MarshalJSON() ([]byte, error)
type ProjectsGetConfigCall ¶
type ProjectsGetConfigCall struct {
// contains filtered or unexported fields
}
func (*ProjectsGetConfigCall) Context ¶
func (c *ProjectsGetConfigCall) Context(ctx context.Context) *ProjectsGetConfigCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsGetConfigCall) Do ¶
func (c *ProjectsGetConfigCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__GetConfigResponse, error)
Do executes the "ml.projects.getConfig" call. Exactly one of *GoogleCloudMlV1__GetConfigResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__GetConfigResponse.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsGetConfigCall) Fields ¶
func (c *ProjectsGetConfigCall) Fields(s ...googleapi.Field) *ProjectsGetConfigCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsGetConfigCall) Header ¶
func (c *ProjectsGetConfigCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
func (*ProjectsGetConfigCall) IfNoneMatch ¶
func (c *ProjectsGetConfigCall) IfNoneMatch(entityTag string) *ProjectsGetConfigCall
IfNoneMatch sets the optional parameter which makes the operation fail if the object's ETag matches the given value. This is useful for getting updates only after the object has changed since the last request. Use googleapi.IsNotModified to check whether the response error from Do is the result of In-None-Match.
type ProjectsJobsCancelCall ¶
type ProjectsJobsCancelCall struct {
// contains filtered or unexported fields
}
func (*ProjectsJobsCancelCall) Context ¶
func (c *ProjectsJobsCancelCall) Context(ctx context.Context) *ProjectsJobsCancelCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsJobsCancelCall) Do ¶
func (c *ProjectsJobsCancelCall) Do(opts ...googleapi.CallOption) (*GoogleProtobuf__Empty, error)
Do executes the "ml.projects.jobs.cancel" call. Exactly one of *GoogleProtobuf__Empty or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleProtobuf__Empty.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsJobsCancelCall) Fields ¶
func (c *ProjectsJobsCancelCall) Fields(s ...googleapi.Field) *ProjectsJobsCancelCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsJobsCancelCall) Header ¶
func (c *ProjectsJobsCancelCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
type ProjectsJobsCreateCall ¶
type ProjectsJobsCreateCall struct {
// contains filtered or unexported fields
}
func (*ProjectsJobsCreateCall) Context ¶
func (c *ProjectsJobsCreateCall) Context(ctx context.Context) *ProjectsJobsCreateCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsJobsCreateCall) Do ¶
func (c *ProjectsJobsCreateCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Job, error)
Do executes the "ml.projects.jobs.create" call. Exactly one of *GoogleCloudMlV1__Job or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Job.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsJobsCreateCall) Fields ¶
func (c *ProjectsJobsCreateCall) Fields(s ...googleapi.Field) *ProjectsJobsCreateCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsJobsCreateCall) Header ¶
func (c *ProjectsJobsCreateCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
type ProjectsJobsGetCall ¶
type ProjectsJobsGetCall struct {
// contains filtered or unexported fields
}
func (*ProjectsJobsGetCall) Context ¶
func (c *ProjectsJobsGetCall) Context(ctx context.Context) *ProjectsJobsGetCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsJobsGetCall) Do ¶
func (c *ProjectsJobsGetCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Job, error)
Do executes the "ml.projects.jobs.get" call. Exactly one of *GoogleCloudMlV1__Job or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Job.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsJobsGetCall) Fields ¶
func (c *ProjectsJobsGetCall) Fields(s ...googleapi.Field) *ProjectsJobsGetCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsJobsGetCall) Header ¶
func (c *ProjectsJobsGetCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
func (*ProjectsJobsGetCall) IfNoneMatch ¶
func (c *ProjectsJobsGetCall) IfNoneMatch(entityTag string) *ProjectsJobsGetCall
IfNoneMatch sets the optional parameter which makes the operation fail if the object's ETag matches the given value. This is useful for getting updates only after the object has changed since the last request. Use googleapi.IsNotModified to check whether the response error from Do is the result of In-None-Match.
type ProjectsJobsListCall ¶
type ProjectsJobsListCall struct {
// contains filtered or unexported fields
}
func (*ProjectsJobsListCall) Context ¶
func (c *ProjectsJobsListCall) Context(ctx context.Context) *ProjectsJobsListCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsJobsListCall) Do ¶
func (c *ProjectsJobsListCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__ListJobsResponse, error)
Do executes the "ml.projects.jobs.list" call. Exactly one of *GoogleCloudMlV1__ListJobsResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__ListJobsResponse.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsJobsListCall) Fields ¶
func (c *ProjectsJobsListCall) Fields(s ...googleapi.Field) *ProjectsJobsListCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsJobsListCall) Filter ¶
func (c *ProjectsJobsListCall) Filter(filter string) *ProjectsJobsListCall
Filter sets the optional parameter "filter": Specifies the subset of jobs to retrieve.
func (*ProjectsJobsListCall) Header ¶
func (c *ProjectsJobsListCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
func (*ProjectsJobsListCall) IfNoneMatch ¶
func (c *ProjectsJobsListCall) IfNoneMatch(entityTag string) *ProjectsJobsListCall
IfNoneMatch sets the optional parameter which makes the operation fail if the object's ETag matches the given value. This is useful for getting updates only after the object has changed since the last request. Use googleapi.IsNotModified to check whether the response error from Do is the result of In-None-Match.
func (*ProjectsJobsListCall) PageSize ¶
func (c *ProjectsJobsListCall) PageSize(pageSize int64) *ProjectsJobsListCall
PageSize sets the optional parameter "pageSize": The number of jobs to retrieve per "page" of results. If there are more remaining results than this number, the response message will contain a valid value in the `next_page_token` field.
The default value is 20, and the maximum page size is 100.
func (*ProjectsJobsListCall) PageToken ¶
func (c *ProjectsJobsListCall) PageToken(pageToken string) *ProjectsJobsListCall
PageToken sets the optional parameter "pageToken": A page token to request the next page of results.
You get the token from the `next_page_token` field of the response from the previous call.
func (*ProjectsJobsListCall) Pages ¶
func (c *ProjectsJobsListCall) Pages(ctx context.Context, f func(*GoogleCloudMlV1__ListJobsResponse) error) error
Pages invokes f for each page of results. A non-nil error returned from f will halt the iteration. The provided context supersedes any context provided to the Context method.
type ProjectsJobsService ¶
type ProjectsJobsService struct {
// contains filtered or unexported fields
}
func NewProjectsJobsService ¶
func NewProjectsJobsService(s *Service) *ProjectsJobsService
func (*ProjectsJobsService) Cancel ¶
func (r *ProjectsJobsService) Cancel(name string, googlecloudmlv1__canceljobrequest *GoogleCloudMlV1__CancelJobRequest) *ProjectsJobsCancelCall
Cancel: Cancels a running job.
func (*ProjectsJobsService) Create ¶
func (r *ProjectsJobsService) Create(parent string, googlecloudmlv1__job *GoogleCloudMlV1__Job) *ProjectsJobsCreateCall
Create: Creates a training or a batch prediction job.
func (*ProjectsJobsService) Get ¶
func (r *ProjectsJobsService) Get(name string) *ProjectsJobsGetCall
Get: Describes a job.
func (*ProjectsJobsService) List ¶
func (r *ProjectsJobsService) List(parent string) *ProjectsJobsListCall
List: Lists the jobs in the project.
type ProjectsModelsCreateCall ¶
type ProjectsModelsCreateCall struct {
// contains filtered or unexported fields
}
func (*ProjectsModelsCreateCall) Context ¶
func (c *ProjectsModelsCreateCall) Context(ctx context.Context) *ProjectsModelsCreateCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsModelsCreateCall) Do ¶
func (c *ProjectsModelsCreateCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Model, error)
Do executes the "ml.projects.models.create" call. Exactly one of *GoogleCloudMlV1__Model or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Model.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsModelsCreateCall) Fields ¶
func (c *ProjectsModelsCreateCall) Fields(s ...googleapi.Field) *ProjectsModelsCreateCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsModelsCreateCall) Header ¶
func (c *ProjectsModelsCreateCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
type ProjectsModelsDeleteCall ¶
type ProjectsModelsDeleteCall struct {
// contains filtered or unexported fields
}
func (*ProjectsModelsDeleteCall) Context ¶
func (c *ProjectsModelsDeleteCall) Context(ctx context.Context) *ProjectsModelsDeleteCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsModelsDeleteCall) Do ¶
func (c *ProjectsModelsDeleteCall) Do(opts ...googleapi.CallOption) (*GoogleLongrunning__Operation, error)
Do executes the "ml.projects.models.delete" call. Exactly one of *GoogleLongrunning__Operation or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleLongrunning__Operation.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsModelsDeleteCall) Fields ¶
func (c *ProjectsModelsDeleteCall) Fields(s ...googleapi.Field) *ProjectsModelsDeleteCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsModelsDeleteCall) Header ¶
func (c *ProjectsModelsDeleteCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
type ProjectsModelsGetCall ¶
type ProjectsModelsGetCall struct {
// contains filtered or unexported fields
}
func (*ProjectsModelsGetCall) Context ¶
func (c *ProjectsModelsGetCall) Context(ctx context.Context) *ProjectsModelsGetCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsModelsGetCall) Do ¶
func (c *ProjectsModelsGetCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Model, error)
Do executes the "ml.projects.models.get" call. Exactly one of *GoogleCloudMlV1__Model or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Model.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsModelsGetCall) Fields ¶
func (c *ProjectsModelsGetCall) Fields(s ...googleapi.Field) *ProjectsModelsGetCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsModelsGetCall) Header ¶
func (c *ProjectsModelsGetCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
func (*ProjectsModelsGetCall) IfNoneMatch ¶
func (c *ProjectsModelsGetCall) IfNoneMatch(entityTag string) *ProjectsModelsGetCall
IfNoneMatch sets the optional parameter which makes the operation fail if the object's ETag matches the given value. This is useful for getting updates only after the object has changed since the last request. Use googleapi.IsNotModified to check whether the response error from Do is the result of In-None-Match.
type ProjectsModelsListCall ¶
type ProjectsModelsListCall struct {
// contains filtered or unexported fields
}
func (*ProjectsModelsListCall) Context ¶
func (c *ProjectsModelsListCall) Context(ctx context.Context) *ProjectsModelsListCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsModelsListCall) Do ¶
func (c *ProjectsModelsListCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__ListModelsResponse, error)
Do executes the "ml.projects.models.list" call. Exactly one of *GoogleCloudMlV1__ListModelsResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__ListModelsResponse.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsModelsListCall) Fields ¶
func (c *ProjectsModelsListCall) Fields(s ...googleapi.Field) *ProjectsModelsListCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsModelsListCall) Header ¶
func (c *ProjectsModelsListCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
func (*ProjectsModelsListCall) IfNoneMatch ¶
func (c *ProjectsModelsListCall) IfNoneMatch(entityTag string) *ProjectsModelsListCall
IfNoneMatch sets the optional parameter which makes the operation fail if the object's ETag matches the given value. This is useful for getting updates only after the object has changed since the last request. Use googleapi.IsNotModified to check whether the response error from Do is the result of In-None-Match.
func (*ProjectsModelsListCall) PageSize ¶
func (c *ProjectsModelsListCall) PageSize(pageSize int64) *ProjectsModelsListCall
PageSize sets the optional parameter "pageSize": The number of models to retrieve per "page" of results. If there are more remaining results than this number, the response message will contain a valid value in the `next_page_token` field.
The default value is 20, and the maximum page size is 100.
func (*ProjectsModelsListCall) PageToken ¶
func (c *ProjectsModelsListCall) PageToken(pageToken string) *ProjectsModelsListCall
PageToken sets the optional parameter "pageToken": A page token to request the next page of results.
You get the token from the `next_page_token` field of the response from the previous call.
func (*ProjectsModelsListCall) Pages ¶
func (c *ProjectsModelsListCall) Pages(ctx context.Context, f func(*GoogleCloudMlV1__ListModelsResponse) error) error
Pages invokes f for each page of results. A non-nil error returned from f will halt the iteration. The provided context supersedes any context provided to the Context method.
type ProjectsModelsService ¶
type ProjectsModelsService struct {
Versions *ProjectsModelsVersionsService
// contains filtered or unexported fields
}
func NewProjectsModelsService ¶
func NewProjectsModelsService(s *Service) *ProjectsModelsService
func (*ProjectsModelsService) Create ¶
func (r *ProjectsModelsService) Create(parent string, googlecloudmlv1__model *GoogleCloudMlV1__Model) *ProjectsModelsCreateCall
Create: Creates a model which will later contain one or more versions.
You must add at least one version before you can request predictions from the model. Add versions by calling [projects.models.versions.create](/ml-engine/reference/rest/v1 /projects.models.versions/create).
func (*ProjectsModelsService) Delete ¶
func (r *ProjectsModelsService) Delete(name string) *ProjectsModelsDeleteCall
Delete: Deletes a model.
You can only delete a model if there are no versions in it. You can delete versions by calling [projects.models.versions.delete](/ml-engine/reference/rest/v1 /projects.models.versions/delete).
func (*ProjectsModelsService) Get ¶
func (r *ProjectsModelsService) Get(name string) *ProjectsModelsGetCall
Get: Gets information about a model, including its name, the description (if set), and the default version (if at least one version of the model has been deployed).
func (*ProjectsModelsService) List ¶
func (r *ProjectsModelsService) List(parent string) *ProjectsModelsListCall
List: Lists the models in a project.
Each project can contain multiple models, and each model can have multiple versions.
type ProjectsModelsVersionsCreateCall ¶
type ProjectsModelsVersionsCreateCall struct {
// contains filtered or unexported fields
}
func (*ProjectsModelsVersionsCreateCall) Context ¶
func (c *ProjectsModelsVersionsCreateCall) Context(ctx context.Context) *ProjectsModelsVersionsCreateCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsModelsVersionsCreateCall) Do ¶
func (c *ProjectsModelsVersionsCreateCall) Do(opts ...googleapi.CallOption) (*GoogleLongrunning__Operation, error)
Do executes the "ml.projects.models.versions.create" call. Exactly one of *GoogleLongrunning__Operation or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleLongrunning__Operation.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsModelsVersionsCreateCall) Fields ¶
func (c *ProjectsModelsVersionsCreateCall) Fields(s ...googleapi.Field) *ProjectsModelsVersionsCreateCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsModelsVersionsCreateCall) Header ¶
func (c *ProjectsModelsVersionsCreateCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
type ProjectsModelsVersionsDeleteCall ¶
type ProjectsModelsVersionsDeleteCall struct {
// contains filtered or unexported fields
}
func (*ProjectsModelsVersionsDeleteCall) Context ¶
func (c *ProjectsModelsVersionsDeleteCall) Context(ctx context.Context) *ProjectsModelsVersionsDeleteCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsModelsVersionsDeleteCall) Do ¶
func (c *ProjectsModelsVersionsDeleteCall) Do(opts ...googleapi.CallOption) (*GoogleLongrunning__Operation, error)
Do executes the "ml.projects.models.versions.delete" call. Exactly one of *GoogleLongrunning__Operation or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleLongrunning__Operation.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsModelsVersionsDeleteCall) Fields ¶
func (c *ProjectsModelsVersionsDeleteCall) Fields(s ...googleapi.Field) *ProjectsModelsVersionsDeleteCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsModelsVersionsDeleteCall) Header ¶
func (c *ProjectsModelsVersionsDeleteCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
type ProjectsModelsVersionsGetCall ¶
type ProjectsModelsVersionsGetCall struct {
// contains filtered or unexported fields
}
func (*ProjectsModelsVersionsGetCall) Context ¶
func (c *ProjectsModelsVersionsGetCall) Context(ctx context.Context) *ProjectsModelsVersionsGetCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsModelsVersionsGetCall) Do ¶
func (c *ProjectsModelsVersionsGetCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Version, error)
Do executes the "ml.projects.models.versions.get" call. Exactly one of *GoogleCloudMlV1__Version or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Version.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsModelsVersionsGetCall) Fields ¶
func (c *ProjectsModelsVersionsGetCall) Fields(s ...googleapi.Field) *ProjectsModelsVersionsGetCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsModelsVersionsGetCall) Header ¶
func (c *ProjectsModelsVersionsGetCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
func (*ProjectsModelsVersionsGetCall) IfNoneMatch ¶
func (c *ProjectsModelsVersionsGetCall) IfNoneMatch(entityTag string) *ProjectsModelsVersionsGetCall
IfNoneMatch sets the optional parameter which makes the operation fail if the object's ETag matches the given value. This is useful for getting updates only after the object has changed since the last request. Use googleapi.IsNotModified to check whether the response error from Do is the result of In-None-Match.
type ProjectsModelsVersionsListCall ¶
type ProjectsModelsVersionsListCall struct {
// contains filtered or unexported fields
}
func (*ProjectsModelsVersionsListCall) Context ¶
func (c *ProjectsModelsVersionsListCall) Context(ctx context.Context) *ProjectsModelsVersionsListCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsModelsVersionsListCall) Do ¶
func (c *ProjectsModelsVersionsListCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__ListVersionsResponse, error)
Do executes the "ml.projects.models.versions.list" call. Exactly one of *GoogleCloudMlV1__ListVersionsResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__ListVersionsResponse.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsModelsVersionsListCall) Fields ¶
func (c *ProjectsModelsVersionsListCall) Fields(s ...googleapi.Field) *ProjectsModelsVersionsListCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsModelsVersionsListCall) Header ¶
func (c *ProjectsModelsVersionsListCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
func (*ProjectsModelsVersionsListCall) IfNoneMatch ¶
func (c *ProjectsModelsVersionsListCall) IfNoneMatch(entityTag string) *ProjectsModelsVersionsListCall
IfNoneMatch sets the optional parameter which makes the operation fail if the object's ETag matches the given value. This is useful for getting updates only after the object has changed since the last request. Use googleapi.IsNotModified to check whether the response error from Do is the result of In-None-Match.
func (*ProjectsModelsVersionsListCall) PageSize ¶
func (c *ProjectsModelsVersionsListCall) PageSize(pageSize int64) *ProjectsModelsVersionsListCall
PageSize sets the optional parameter "pageSize": The number of versions to retrieve per "page" of results. If there are more remaining results than this number, the response message will contain a valid value in the `next_page_token` field.
The default value is 20, and the maximum page size is 100.
func (*ProjectsModelsVersionsListCall) PageToken ¶
func (c *ProjectsModelsVersionsListCall) PageToken(pageToken string) *ProjectsModelsVersionsListCall
PageToken sets the optional parameter "pageToken": A page token to request the next page of results.
You get the token from the `next_page_token` field of the response from the previous call.
func (*ProjectsModelsVersionsListCall) Pages ¶
func (c *ProjectsModelsVersionsListCall) Pages(ctx context.Context, f func(*GoogleCloudMlV1__ListVersionsResponse) error) error
Pages invokes f for each page of results. A non-nil error returned from f will halt the iteration. The provided context supersedes any context provided to the Context method.
type ProjectsModelsVersionsService ¶
type ProjectsModelsVersionsService struct {
// contains filtered or unexported fields
}
func NewProjectsModelsVersionsService ¶
func NewProjectsModelsVersionsService(s *Service) *ProjectsModelsVersionsService
func (*ProjectsModelsVersionsService) Create ¶
func (r *ProjectsModelsVersionsService) Create(parent string, googlecloudmlv1__version *GoogleCloudMlV1__Version) *ProjectsModelsVersionsCreateCall
Create: Creates a new version of a model from a trained TensorFlow model.
If the version created in the cloud by this call is the first deployed version of the specified model, it will be made the default version of the model. When you add a version to a model that already has one or more versions, the default version does not automatically change. If you want a new version to be the default, you must call [projects.models.versions.setDefault](/ml-engine/reference/rest/v 1/projects.models.versions/setDefault).
func (*ProjectsModelsVersionsService) Delete ¶
func (r *ProjectsModelsVersionsService) Delete(name string) *ProjectsModelsVersionsDeleteCall
Delete: Deletes a model version.
Each model can have multiple versions deployed and in use at any given time. Use this method to remove a single version.
Note: You cannot delete the version that is set as the default version of the model unless it is the only remaining version.
func (*ProjectsModelsVersionsService) Get ¶
func (r *ProjectsModelsVersionsService) Get(name string) *ProjectsModelsVersionsGetCall
Get: Gets information about a model version.
Models can have multiple versions. You can call [projects.models.versions.list](/ml-engine/reference/rest/v1/proj ects.models.versions/list) to get the same information that this method returns for all of the versions of a model.
func (*ProjectsModelsVersionsService) List ¶
func (r *ProjectsModelsVersionsService) List(parent string) *ProjectsModelsVersionsListCall
List: Gets basic information about all the versions of a model.
If you expect that a model has a lot of versions, or if you need to handle only a limited number of results at a time, you can request that the list be retrieved in batches (called pages):
func (*ProjectsModelsVersionsService) SetDefault ¶
func (r *ProjectsModelsVersionsService) SetDefault(name string, googlecloudmlv1__setdefaultversionrequest *GoogleCloudMlV1__SetDefaultVersionRequest) *ProjectsModelsVersionsSetDefaultCall
SetDefault: Designates a version to be the default for the model.
The default version is used for prediction requests made against the model that don't specify a version.
The first version to be created for a model is automatically set as the default. You must make any subsequent changes to the default version setting manually using this method.
type ProjectsModelsVersionsSetDefaultCall ¶
type ProjectsModelsVersionsSetDefaultCall struct {
// contains filtered or unexported fields
}
func (*ProjectsModelsVersionsSetDefaultCall) Context ¶
func (c *ProjectsModelsVersionsSetDefaultCall) Context(ctx context.Context) *ProjectsModelsVersionsSetDefaultCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsModelsVersionsSetDefaultCall) Do ¶
func (c *ProjectsModelsVersionsSetDefaultCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Version, error)
Do executes the "ml.projects.models.versions.setDefault" call. Exactly one of *GoogleCloudMlV1__Version or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Version.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsModelsVersionsSetDefaultCall) Fields ¶
func (c *ProjectsModelsVersionsSetDefaultCall) Fields(s ...googleapi.Field) *ProjectsModelsVersionsSetDefaultCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsModelsVersionsSetDefaultCall) Header ¶
func (c *ProjectsModelsVersionsSetDefaultCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
type ProjectsOperationsCancelCall ¶
type ProjectsOperationsCancelCall struct {
// contains filtered or unexported fields
}
func (*ProjectsOperationsCancelCall) Context ¶
func (c *ProjectsOperationsCancelCall) Context(ctx context.Context) *ProjectsOperationsCancelCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsOperationsCancelCall) Do ¶
func (c *ProjectsOperationsCancelCall) Do(opts ...googleapi.CallOption) (*GoogleProtobuf__Empty, error)
Do executes the "ml.projects.operations.cancel" call. Exactly one of *GoogleProtobuf__Empty or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleProtobuf__Empty.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsOperationsCancelCall) Fields ¶
func (c *ProjectsOperationsCancelCall) Fields(s ...googleapi.Field) *ProjectsOperationsCancelCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsOperationsCancelCall) Header ¶
func (c *ProjectsOperationsCancelCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
type ProjectsOperationsDeleteCall ¶
type ProjectsOperationsDeleteCall struct {
// contains filtered or unexported fields
}
func (*ProjectsOperationsDeleteCall) Context ¶
func (c *ProjectsOperationsDeleteCall) Context(ctx context.Context) *ProjectsOperationsDeleteCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsOperationsDeleteCall) Do ¶
func (c *ProjectsOperationsDeleteCall) Do(opts ...googleapi.CallOption) (*GoogleProtobuf__Empty, error)
Do executes the "ml.projects.operations.delete" call. Exactly one of *GoogleProtobuf__Empty or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleProtobuf__Empty.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsOperationsDeleteCall) Fields ¶
func (c *ProjectsOperationsDeleteCall) Fields(s ...googleapi.Field) *ProjectsOperationsDeleteCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsOperationsDeleteCall) Header ¶
func (c *ProjectsOperationsDeleteCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
type ProjectsOperationsGetCall ¶
type ProjectsOperationsGetCall struct {
// contains filtered or unexported fields
}
func (*ProjectsOperationsGetCall) Context ¶
func (c *ProjectsOperationsGetCall) Context(ctx context.Context) *ProjectsOperationsGetCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsOperationsGetCall) Do ¶
func (c *ProjectsOperationsGetCall) Do(opts ...googleapi.CallOption) (*GoogleLongrunning__Operation, error)
Do executes the "ml.projects.operations.get" call. Exactly one of *GoogleLongrunning__Operation or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleLongrunning__Operation.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsOperationsGetCall) Fields ¶
func (c *ProjectsOperationsGetCall) Fields(s ...googleapi.Field) *ProjectsOperationsGetCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsOperationsGetCall) Header ¶
func (c *ProjectsOperationsGetCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
func (*ProjectsOperationsGetCall) IfNoneMatch ¶
func (c *ProjectsOperationsGetCall) IfNoneMatch(entityTag string) *ProjectsOperationsGetCall
IfNoneMatch sets the optional parameter which makes the operation fail if the object's ETag matches the given value. This is useful for getting updates only after the object has changed since the last request. Use googleapi.IsNotModified to check whether the response error from Do is the result of In-None-Match.
type ProjectsOperationsListCall ¶
type ProjectsOperationsListCall struct {
// contains filtered or unexported fields
}
func (*ProjectsOperationsListCall) Context ¶
func (c *ProjectsOperationsListCall) Context(ctx context.Context) *ProjectsOperationsListCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsOperationsListCall) Do ¶
func (c *ProjectsOperationsListCall) Do(opts ...googleapi.CallOption) (*GoogleLongrunning__ListOperationsResponse, error)
Do executes the "ml.projects.operations.list" call. Exactly one of *GoogleLongrunning__ListOperationsResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleLongrunning__ListOperationsResponse.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsOperationsListCall) Fields ¶
func (c *ProjectsOperationsListCall) Fields(s ...googleapi.Field) *ProjectsOperationsListCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsOperationsListCall) Filter ¶
func (c *ProjectsOperationsListCall) Filter(filter string) *ProjectsOperationsListCall
Filter sets the optional parameter "filter": The standard list filter.
func (*ProjectsOperationsListCall) Header ¶
func (c *ProjectsOperationsListCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
func (*ProjectsOperationsListCall) IfNoneMatch ¶
func (c *ProjectsOperationsListCall) IfNoneMatch(entityTag string) *ProjectsOperationsListCall
IfNoneMatch sets the optional parameter which makes the operation fail if the object's ETag matches the given value. This is useful for getting updates only after the object has changed since the last request. Use googleapi.IsNotModified to check whether the response error from Do is the result of In-None-Match.
func (*ProjectsOperationsListCall) PageSize ¶
func (c *ProjectsOperationsListCall) PageSize(pageSize int64) *ProjectsOperationsListCall
PageSize sets the optional parameter "pageSize": The standard list page size.
func (*ProjectsOperationsListCall) PageToken ¶
func (c *ProjectsOperationsListCall) PageToken(pageToken string) *ProjectsOperationsListCall
PageToken sets the optional parameter "pageToken": The standard list page token.
func (*ProjectsOperationsListCall) Pages ¶
func (c *ProjectsOperationsListCall) Pages(ctx context.Context, f func(*GoogleLongrunning__ListOperationsResponse) error) error
Pages invokes f for each page of results. A non-nil error returned from f will halt the iteration. The provided context supersedes any context provided to the Context method.
type ProjectsOperationsService ¶
type ProjectsOperationsService struct {
// contains filtered or unexported fields
}
func NewProjectsOperationsService ¶
func NewProjectsOperationsService(s *Service) *ProjectsOperationsService
func (*ProjectsOperationsService) Cancel ¶
func (r *ProjectsOperationsService) Cancel(name string) *ProjectsOperationsCancelCall
Cancel: Starts asynchronous cancellation on a long-running operation.
The server
makes a best effort to cancel the operation, but success is not guaranteed. If the server doesn't support this method, it returns `google.rpc.Code.UNIMPLEMENTED`. Clients can use Operations.GetOperation or other methods to check whether the cancellation succeeded or whether the operation completed despite cancellation. On successful cancellation, the operation is not deleted; instead, it becomes an operation with an Operation.error value with a google.rpc.Status.code of 1, corresponding to `Code.CANCELLED`.
func (*ProjectsOperationsService) Delete ¶
func (r *ProjectsOperationsService) Delete(name string) *ProjectsOperationsDeleteCall
Delete: Deletes a long-running operation. This method indicates that the client is no longer interested in the operation result. It does not cancel the operation. If the server doesn't support this method, it returns `google.rpc.Code.UNIMPLEMENTED`.
func (*ProjectsOperationsService) Get ¶
func (r *ProjectsOperationsService) Get(name string) *ProjectsOperationsGetCall
Get: Gets the latest state of a long-running operation. Clients can use this method to poll the operation result at intervals as recommended by the API service.
func (*ProjectsOperationsService) List ¶
func (r *ProjectsOperationsService) List(name string) *ProjectsOperationsListCall
List: Lists operations that match the specified filter in the request. If the server doesn't support this method, it returns `UNIMPLEMENTED`.
NOTE: the `name` binding allows API services to override the binding to use different resource name schemes, such as `users/*/operations`. To override the binding, API services can add a binding such as "/v1/{name=users/*}/operations" to their service configuration. For backwards compatibility, the default name includes the operations collection id, however overriding users must ensure the name binding is the parent resource, without the operations collection id.
type ProjectsPredictCall ¶
type ProjectsPredictCall struct {
// contains filtered or unexported fields
}
func (*ProjectsPredictCall) Context ¶
func (c *ProjectsPredictCall) Context(ctx context.Context) *ProjectsPredictCall
Context sets the context to be used in this call's Do method. Any pending HTTP request will be aborted if the provided context is canceled.
func (*ProjectsPredictCall) Do ¶
func (c *ProjectsPredictCall) Do(opts ...googleapi.CallOption) (*GoogleApi__HttpBody, error)
Do executes the "ml.projects.predict" call. Exactly one of *GoogleApi__HttpBody or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleApi__HttpBody.ServerResponse.Header or (if a response was returned at all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to check whether the returned error was because http.StatusNotModified was returned.
func (*ProjectsPredictCall) Fields ¶
func (c *ProjectsPredictCall) Fields(s ...googleapi.Field) *ProjectsPredictCall
Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.
func (*ProjectsPredictCall) Header ¶
func (c *ProjectsPredictCall) Header() http.Header
Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.
type ProjectsService ¶
type ProjectsService struct {
Jobs *ProjectsJobsService
Models *ProjectsModelsService
Operations *ProjectsOperationsService
// contains filtered or unexported fields
}
func NewProjectsService ¶
func NewProjectsService(s *Service) *ProjectsService
func (*ProjectsService) GetConfig ¶
func (r *ProjectsService) GetConfig(name string) *ProjectsGetConfigCall
GetConfig: Get the service account information associated with your project. You need this information in order to grant the service account persmissions for the Google Cloud Storage location where you put your model training code for training the model with Google Cloud Machine Learning.
func (*ProjectsService) Predict ¶
func (r *ProjectsService) Predict(name string, googlecloudmlv1__predictrequest *GoogleCloudMlV1__PredictRequest) *ProjectsPredictCall
Predict: Performs prediction on the data in the request.
**** REMOVE FROM GENERATED DOCUMENTATION
type Service ¶
type Service struct {
BasePath string // API endpoint base URL
UserAgent string // optional additional User-Agent fragment
Projects *ProjectsService
// contains filtered or unexported fields
}
func New ¶
func New(client *http.Client) (*Service, error)