api: google.golang.org/api/ml/v1 Index | Files

package ml

import "google.golang.org/api/ml/v1"

Package ml provides access to the AI Platform Training & Prediction API.

For product documentation, see: https://cloud.google.com/ml/

Creating a client

Usage example:

import "google.golang.org/api/ml/v1"
...
ctx := context.Background()
mlService, err := ml.NewService(ctx)

In this example, Google Application Default Credentials are used for authentication.

For information on how to create and obtain Application Default Credentials, see https://developers.google.com/identity/protocols/application-default-credentials.

Other authentication options

By default, all available scopes (see "Constants") are used to authenticate. To restrict scopes, use option.WithScopes:

mlService, err := ml.NewService(ctx, option.WithScopes(ml.CloudPlatformReadOnlyScope))

To use an API key for authentication (note: some APIs do not support API keys), use option.WithAPIKey:

mlService, err := ml.NewService(ctx, option.WithAPIKey("AIza..."))

To use an OAuth token (e.g., a user token obtained via a three-legged OAuth flow), use option.WithTokenSource:

config := &oauth2.Config{...}
// ...
token, err := config.Exchange(ctx, ...)
mlService, err := ml.NewService(ctx, option.WithTokenSource(config.TokenSource(ctx, token)))

See https://godoc.org/google.golang.org/api/option/ for details on options.

Index

Package Files

ml-gen.go

Constants

const (
    // View and manage your data across Google Cloud Platform services
    CloudPlatformScope = "https://www.googleapis.com/auth/cloud-platform"

    // View your data across Google Cloud Platform services
    CloudPlatformReadOnlyScope = "https://www.googleapis.com/auth/cloud-platform.read-only"
)

OAuth2 scopes used by this API.

type GoogleApi__HttpBody Uses

type GoogleApi__HttpBody struct {
    // ContentType: The HTTP Content-Type header value specifying the
    // content type of the body.
    ContentType string `json:"contentType,omitempty"`

    // Data: The HTTP request/response body as raw binary.
    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:"-"`
}

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.

func (*GoogleApi__HttpBody) MarshalJSON Uses

func (s *GoogleApi__HttpBody) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1AutomatedStoppingConfigDecayCurveAutomatedStoppingConfig Uses

type GoogleCloudMlV1AutomatedStoppingConfigDecayCurveAutomatedStoppingConfig struct {
    // UseElapsedTime: If true, measurement.elapsed_time is used as the
    // x-axis of each
    // Trials Decay Curve. Otherwise, Measurement.steps will be used as
    // the
    // x-axis.
    UseElapsedTime bool `json:"useElapsedTime,omitempty"`

    // ForceSendFields is a list of field names (e.g. "UseElapsedTime") 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. "UseElapsedTime") 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 (*GoogleCloudMlV1AutomatedStoppingConfigDecayCurveAutomatedStoppingConfig) MarshalJSON Uses

func (s *GoogleCloudMlV1AutomatedStoppingConfigDecayCurveAutomatedStoppingConfig) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig Uses

type GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig struct {
    // UseElapsedTime: If true, the median automated stopping rule applies
    // to
    // measurement.use_elapsed_time, which means the elapsed_time field
    // of
    // the current trial's
    // latest measurement is used to compute the median objective
    // value for each completed trial.
    UseElapsedTime bool `json:"useElapsedTime,omitempty"`

    // ForceSendFields is a list of field names (e.g. "UseElapsedTime") 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. "UseElapsedTime") 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:"-"`
}

GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig: The median automated stopping rule stops a pending trial if the trial's best objective_value is strictly below the median 'performance' of all completed trials reported up to the trial's last measurement. Currently, 'performance' refers to the running average of the objective values reported by the trial in each measurement.

func (*GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig) MarshalJSON Uses

func (s *GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1HyperparameterOutputHyperparameterMetric Uses

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:"-"`
}

GoogleCloudMlV1HyperparameterOutputHyperparameterMetric: An observed value of a metric.

func (*GoogleCloudMlV1HyperparameterOutputHyperparameterMetric) MarshalJSON Uses

func (s *GoogleCloudMlV1HyperparameterOutputHyperparameterMetric) MarshalJSON() ([]byte, error)

func (*GoogleCloudMlV1HyperparameterOutputHyperparameterMetric) UnmarshalJSON Uses

func (s *GoogleCloudMlV1HyperparameterOutputHyperparameterMetric) UnmarshalJSON(data []byte) error

type GoogleCloudMlV1MeasurementMetric Uses

type GoogleCloudMlV1MeasurementMetric struct {
    // Metric: Required. Metric name.
    Metric string `json:"metric,omitempty"`

    // Value: Required. The value for this metric.
    Value float64 `json:"value,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Metric") 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. "Metric") 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:"-"`
}

GoogleCloudMlV1MeasurementMetric: A message representing a metric in the measurement.

func (*GoogleCloudMlV1MeasurementMetric) MarshalJSON Uses

func (s *GoogleCloudMlV1MeasurementMetric) MarshalJSON() ([]byte, error)

func (*GoogleCloudMlV1MeasurementMetric) UnmarshalJSON Uses

func (s *GoogleCloudMlV1MeasurementMetric) UnmarshalJSON(data []byte) error

type GoogleCloudMlV1StudyConfigMetricSpec Uses

type GoogleCloudMlV1StudyConfigMetricSpec struct {
    // Goal: Required. The optimization goal of the metric.
    //
    // 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"`

    // Metric: Required. The name of the metric.
    Metric string `json:"metric,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:"-"`
}

GoogleCloudMlV1StudyConfigMetricSpec: Represents a metric to optimize.

func (*GoogleCloudMlV1StudyConfigMetricSpec) MarshalJSON Uses

func (s *GoogleCloudMlV1StudyConfigMetricSpec) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1StudyConfigParameterSpec Uses

type GoogleCloudMlV1StudyConfigParameterSpec struct {
    // CategoricalValueSpec: The value spec for a 'CATEGORICAL' parameter.
    CategoricalValueSpec *GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec `json:"categoricalValueSpec,omitempty"`

    // ChildParameterSpecs: A child node is active if the parameter's value
    // matches the child node's
    // matching_parent_values.
    //
    // If two items in child_parameter_specs have the same name, they must
    // have
    // disjoint matching_parent_values.
    ChildParameterSpecs []*GoogleCloudMlV1StudyConfigParameterSpec `json:"childParameterSpecs,omitempty"`

    // DiscreteValueSpec: The value spec for a 'DISCRETE' parameter.
    DiscreteValueSpec *GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec `json:"discreteValueSpec,omitempty"`

    // DoubleValueSpec: The value spec for a 'DOUBLE' parameter.
    DoubleValueSpec *GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec `json:"doubleValueSpec,omitempty"`

    // IntegerValueSpec: The value spec for an 'INTEGER' parameter.
    IntegerValueSpec *GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec `json:"integerValueSpec,omitempty"`

    // Parameter: Required. The parameter name must be unique amongst all
    // ParameterSpecs.
    Parameter string `json:"parameter,omitempty"`

    ParentCategoricalValues *GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec `json:"parentCategoricalValues,omitempty"`

    ParentDiscreteValues *GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec `json:"parentDiscreteValues,omitempty"`

    ParentIntValues *GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec `json:"parentIntValues,omitempty"`

    // ScaleType: How the parameter should be scaled.
    // Leave unset for categorical parameters.
    //
    // Possible values:
    //   "SCALE_TYPE_UNSPECIFIED" - 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.
    // "CategoricalValueSpec") 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. "CategoricalValueSpec") 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:"-"`
}

GoogleCloudMlV1StudyConfigParameterSpec: Represents a single parameter to optimize.

func (*GoogleCloudMlV1StudyConfigParameterSpec) MarshalJSON Uses

func (s *GoogleCloudMlV1StudyConfigParameterSpec) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec Uses

type GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec struct {
    // Values: Must be specified if type is `CATEGORICAL`.
    // The list of possible categories.
    Values []string `json:"values,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Values") 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. "Values") 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 (*GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec) MarshalJSON Uses

func (s *GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec Uses

type GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec struct {
    // Values: Must be specified 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.
    Values []float64 `json:"values,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Values") 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. "Values") 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 (*GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec) MarshalJSON Uses

func (s *GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec Uses

type GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec struct {
    // MaxValue: Must be specified if type is `DOUBLE`. Maximum value of the
    // parameter.
    MaxValue float64 `json:"maxValue,omitempty"`

    // MinValue: Must be specified if type is `DOUBLE`. Minimum value of the
    // parameter.
    MinValue float64 `json:"minValue,omitempty"`

    // ForceSendFields is a list of field names (e.g. "MaxValue") 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. "MaxValue") 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 (*GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec) MarshalJSON Uses

func (s *GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec) MarshalJSON() ([]byte, error)

func (*GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec) UnmarshalJSON Uses

func (s *GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec) UnmarshalJSON(data []byte) error

type GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec Uses

type GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec struct {
    // MaxValue: Must be specified if type is `INTEGER`. Maximum value of
    // the parameter.
    MaxValue int64 `json:"maxValue,omitempty,string"`

    // MinValue: Must be specified if type is `INTEGER`. Minimum value of
    // the parameter.
    MinValue int64 `json:"minValue,omitempty,string"`

    // ForceSendFields is a list of field names (e.g. "MaxValue") 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. "MaxValue") 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 (*GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec) MarshalJSON Uses

func (s *GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec Uses

type GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec struct {
    // Values: Matches values of the parent parameter with type
    // 'CATEGORICAL'.
    // All values must exist in `categorical_value_spec` of parent
    // parameter.
    Values []string `json:"values,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Values") 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. "Values") 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:"-"`
}

GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueS pec: Represents the spec to match categorical values from parent parameter.

func (*GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec) MarshalJSON Uses

func (s *GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec Uses

type GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec struct {
    // Values: Matches values of the parent parameter with type
    // 'DISCRETE'.
    // All values must exist in `discrete_value_spec` of parent parameter.
    Values []float64 `json:"values,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Values") 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. "Values") 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:"-"`
}

GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec : Represents the spec to match discrete values from parent parameter.

func (*GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec) MarshalJSON Uses

func (s *GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec Uses

type GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec struct {
    // Values: Matches values of the parent parameter with type
    // 'INTEGER'.
    // All values must lie in `integer_value_spec` of parent parameter.
    Values googleapi.Int64s `json:"values,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Values") 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. "Values") 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:"-"`
}

GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec: Represents the spec to match integer values from parent parameter.

func (*GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec) MarshalJSON Uses

func (s *GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1TrialParameter Uses

type GoogleCloudMlV1TrialParameter struct {
    // FloatValue: Must be set if ParameterType is DOUBLE or DISCRETE.
    FloatValue float64 `json:"floatValue,omitempty"`

    // IntValue: Must be set if ParameterType is INTEGER
    IntValue int64 `json:"intValue,omitempty,string"`

    // Parameter: The name of the parameter.
    Parameter string `json:"parameter,omitempty"`

    // StringValue: Must be set if ParameterTypeis CATEGORICAL
    StringValue string `json:"stringValue,omitempty"`

    // ForceSendFields is a list of field names (e.g. "FloatValue") 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. "FloatValue") 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:"-"`
}

GoogleCloudMlV1TrialParameter: A message representing a parameter to be tuned. Contains the name of the parameter and the suggested value to use for this trial.

func (*GoogleCloudMlV1TrialParameter) MarshalJSON Uses

func (s *GoogleCloudMlV1TrialParameter) MarshalJSON() ([]byte, error)

func (*GoogleCloudMlV1TrialParameter) UnmarshalJSON Uses

func (s *GoogleCloudMlV1TrialParameter) UnmarshalJSON(data []byte) error

type GoogleCloudMlV1__AcceleratorConfig Uses

type GoogleCloudMlV1__AcceleratorConfig struct {
    // Count: The number of accelerators to attach to each machine running
    // the job.
    Count int64 `json:"count,omitempty,string"`

    // Type: The type of accelerator to use.
    //
    // Possible values:
    //   "ACCELERATOR_TYPE_UNSPECIFIED" - Unspecified accelerator type.
    // Default to no GPU.
    //   "NVIDIA_TESLA_K80" - Nvidia Tesla K80 GPU.
    //   "NVIDIA_TESLA_P100" - Nvidia Tesla P100 GPU.
    //   "NVIDIA_TESLA_V100" - Nvidia Tesla V100 GPU.
    //   "NVIDIA_TESLA_P4" - Nvidia Tesla P4 GPU.
    //   "NVIDIA_TESLA_T4" - Nvidia Tesla T4 GPU.
    //   "TPU_V2" - TPU v2.
    //   "TPU_V3" - TPU v3.
    Type string `json:"type,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Count") 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. "Count") 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:"-"`
}

GoogleCloudMlV1__AcceleratorConfig: Represents a hardware accelerator request config. Note that the AcceleratorConfig can be used in both Jobs and Versions. Learn more about [accelerators for training](/ml-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-online-prediction#gpu s).

func (*GoogleCloudMlV1__AcceleratorConfig) MarshalJSON Uses

func (s *GoogleCloudMlV1__AcceleratorConfig) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__AddTrialMeasurementRequest Uses

type GoogleCloudMlV1__AddTrialMeasurementRequest struct {
    // Measurement: Required. The measurement to be added to a trial.
    Measurement *GoogleCloudMlV1__Measurement `json:"measurement,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Measurement") 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. "Measurement") 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:"-"`
}

GoogleCloudMlV1__AddTrialMeasurementRequest: The request message for the AddTrialMeasurement service method.

func (*GoogleCloudMlV1__AddTrialMeasurementRequest) MarshalJSON Uses

func (s *GoogleCloudMlV1__AddTrialMeasurementRequest) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__AutoScaling Uses

type GoogleCloudMlV1__AutoScaling 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.
    // Therefore, 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 the
    // [pricing guide](/ml-engine/docs/pricing),
    // 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 `min_nodes` is not specified and AutoScaling is used with a
    // [legacy
    // (MLS1) machine
    // type](/ml-engine/docs/machine-types-online-prediction),
    // `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.
    //
    // If `min_nodes` is not specified and AutoScaling is used with a
    // [Compute
    // Engine (N1) machine
    // type](/ml-engine/docs/machine-types-online-prediction),
    // `min_nodes` defaults to 1. `min_nodes` must be at least 1 for use
    // with a
    // Compute Engine machine type.
    //
    // Note that you cannot use AutoScaling if your version
    // uses
    // [GPUs](#Version.FIELDS.accelerator_config). Instead, you must
    // use
    // ManualScaling.
    //
    // You can set `min_nodes` when creating the model version, and you can
    // also
    // update `min_nodes` for an existing
    // version:
    // <pre>
    // update_body.json:
    // {
    //   'autoScaling': {
    //     'minNodes': 5
    //   }
    // }
    // </pre>
    // HTTP request:
    // <pre style="max-width:
    // 626px;">
    // PATCH
    // https://ml.googleapis.com/v1/{name=projects/*/models/*/
    // versions/*}?update_mask=autoScaling.minNodes
    // -d @./update_body.json
    // </pre>
    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:"-"`
}

GoogleCloudMlV1__AutoScaling: Options for automatically scaling a model.

func (*GoogleCloudMlV1__AutoScaling) MarshalJSON Uses

func (s *GoogleCloudMlV1__AutoScaling) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__AutomatedStoppingConfig Uses

type GoogleCloudMlV1__AutomatedStoppingConfig struct {
    DecayCurveStoppingConfig *GoogleCloudMlV1AutomatedStoppingConfigDecayCurveAutomatedStoppingConfig `json:"decayCurveStoppingConfig,omitempty"`

    MedianAutomatedStoppingConfig *GoogleCloudMlV1AutomatedStoppingConfigMedianAutomatedStoppingConfig `json:"medianAutomatedStoppingConfig,omitempty"`

    // ForceSendFields is a list of field names (e.g.
    // "DecayCurveStoppingConfig") 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. "DecayCurveStoppingConfig")
    // 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:"-"`
}

GoogleCloudMlV1__AutomatedStoppingConfig: Configuration for Automated Early Stopping of Trials. If no implementation_config is set, automated early stopping will not be run.

func (*GoogleCloudMlV1__AutomatedStoppingConfig) MarshalJSON Uses

func (s *GoogleCloudMlV1__AutomatedStoppingConfig) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__BuiltInAlgorithmOutput Uses

type GoogleCloudMlV1__BuiltInAlgorithmOutput struct {
    // Framework: Framework on which the built-in algorithm was trained.
    Framework string `json:"framework,omitempty"`

    // ModelPath: The Cloud Storage path to the `model/` directory where the
    // training job
    // saves the trained model. Only set for successful jobs that don't
    // use
    // hyperparameter tuning.
    ModelPath string `json:"modelPath,omitempty"`

    // PythonVersion: Python version on which the built-in algorithm was
    // trained.
    PythonVersion string `json:"pythonVersion,omitempty"`

    // RuntimeVersion: AI Platform runtime version on which the built-in
    // algorithm was
    // trained.
    RuntimeVersion string `json:"runtimeVersion,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Framework") 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. "Framework") 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:"-"`
}

GoogleCloudMlV1__BuiltInAlgorithmOutput: Represents output related to a built-in algorithm Job.

func (*GoogleCloudMlV1__BuiltInAlgorithmOutput) MarshalJSON Uses

func (s *GoogleCloudMlV1__BuiltInAlgorithmOutput) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__CancelJobRequest Uses

type GoogleCloudMlV1__CancelJobRequest struct {
}

GoogleCloudMlV1__CancelJobRequest: Request message for the CancelJob method.

type GoogleCloudMlV1__Capability Uses

type GoogleCloudMlV1__Capability struct {
    // AvailableAccelerators: Available accelerators for the capability.
    //
    // Possible values:
    //   "ACCELERATOR_TYPE_UNSPECIFIED" - Unspecified accelerator type.
    // Default to no GPU.
    //   "NVIDIA_TESLA_K80" - Nvidia Tesla K80 GPU.
    //   "NVIDIA_TESLA_P100" - Nvidia Tesla P100 GPU.
    //   "NVIDIA_TESLA_V100" - Nvidia Tesla V100 GPU.
    //   "NVIDIA_TESLA_P4" - Nvidia Tesla P4 GPU.
    //   "NVIDIA_TESLA_T4" - Nvidia Tesla T4 GPU.
    //   "TPU_V2" - TPU v2.
    //   "TPU_V3" - TPU v3.
    AvailableAccelerators []string `json:"availableAccelerators,omitempty"`

    // Possible values:
    //   "TYPE_UNSPECIFIED"
    //   "TRAINING"
    //   "BATCH_PREDICTION"
    //   "ONLINE_PREDICTION"
    Type string `json:"type,omitempty"`

    // ForceSendFields is a list of field names (e.g.
    // "AvailableAccelerators") 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. "AvailableAccelerators") 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__Capability) MarshalJSON Uses

func (s *GoogleCloudMlV1__Capability) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__CheckTrialEarlyStoppingStateMetatdata Uses

type GoogleCloudMlV1__CheckTrialEarlyStoppingStateMetatdata struct {
    // CreateTime: The time at which the operation was submitted.
    CreateTime string `json:"createTime,omitempty"`

    // Study: The name of the study that the trial belongs to.
    Study string `json:"study,omitempty"`

    // Trial: The trial name.
    Trial string `json:"trial,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:"-"`
}

GoogleCloudMlV1__CheckTrialEarlyStoppingStateMetatdata: This message will be placed in the metadata field of a google.longrunning.Operation associated with a CheckTrialEarlyStoppingState request.

func (*GoogleCloudMlV1__CheckTrialEarlyStoppingStateMetatdata) MarshalJSON Uses

func (s *GoogleCloudMlV1__CheckTrialEarlyStoppingStateMetatdata) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__CheckTrialEarlyStoppingStateRequest Uses

type GoogleCloudMlV1__CheckTrialEarlyStoppingStateRequest struct {
}

GoogleCloudMlV1__CheckTrialEarlyStoppingStateRequest: The request message for the CheckTrialEarlyStoppingState service method.

type GoogleCloudMlV1__CheckTrialEarlyStoppingStateResponse Uses

type GoogleCloudMlV1__CheckTrialEarlyStoppingStateResponse struct {
    // EndTime: The time at which operation processing completed.
    EndTime string `json:"endTime,omitempty"`

    // ShouldStop: True if the Trial should stop.
    ShouldStop bool `json:"shouldStop,omitempty"`

    // StartTime: The time at which the operation was started.
    StartTime string `json:"startTime,omitempty"`

    // ForceSendFields is a list of field names (e.g. "EndTime") 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. "EndTime") 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:"-"`
}

GoogleCloudMlV1__CheckTrialEarlyStoppingStateResponse: The message will be placed in the response field of a completed google.longrunning.Operation associated with a CheckTrialEarlyStoppingState request.

func (*GoogleCloudMlV1__CheckTrialEarlyStoppingStateResponse) MarshalJSON Uses

func (s *GoogleCloudMlV1__CheckTrialEarlyStoppingStateResponse) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__CompleteTrialRequest Uses

type GoogleCloudMlV1__CompleteTrialRequest struct {
    // FinalMeasurement: Optional. If provided, it will be used as the
    // completed trial's
    // final_measurement; Otherwise, the service will auto-select
    // a
    // previously reported measurement as the final-measurement
    FinalMeasurement *GoogleCloudMlV1__Measurement `json:"finalMeasurement,omitempty"`

    // InfeasibleReason: Optional. A human readable reason why the trial was
    // infeasible. This should
    // only be provided if `trial_infeasible` is true.
    InfeasibleReason string `json:"infeasibleReason,omitempty"`

    // TrialInfeasible: Optional. True if the trial cannot be run with the
    // given Parameter, and
    // final_measurement will be ignored.
    TrialInfeasible bool `json:"trialInfeasible,omitempty"`

    // ForceSendFields is a list of field names (e.g. "FinalMeasurement") 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. "FinalMeasurement") 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:"-"`
}

GoogleCloudMlV1__CompleteTrialRequest: The request message for the CompleteTrial service method.

func (*GoogleCloudMlV1__CompleteTrialRequest) MarshalJSON Uses

func (s *GoogleCloudMlV1__CompleteTrialRequest) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__Config Uses

type GoogleCloudMlV1__Config struct {
    // TpuServiceAccount: The service account Cloud ML uses to run on TPU
    // node.
    TpuServiceAccount string `json:"tpuServiceAccount,omitempty"`

    // ForceSendFields is a list of field names (e.g. "TpuServiceAccount")
    // 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. "TpuServiceAccount") 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__Config) MarshalJSON Uses

func (s *GoogleCloudMlV1__Config) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__EncryptionConfig Uses

type GoogleCloudMlV1__EncryptionConfig struct {
    // KmsKeyName: The Cloud KMS resource identifier of the customer-managed
    // encryption key
    // used to protect a resource, such as a training job. It has the
    // following
    // format:
    // `projects/{PROJECT_ID}/locations/{REGION}/keyRings/{
    // KEY_RING_NAME}/cryptoKeys/{KEY_NAME}`
    KmsKeyName string `json:"kmsKeyName,omitempty"`

    // ForceSendFields is a list of field names (e.g. "KmsKeyName") 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. "KmsKeyName") 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:"-"`
}

GoogleCloudMlV1__EncryptionConfig: Represents a custom encryption key configuration that can be applied to a resource.

func (*GoogleCloudMlV1__EncryptionConfig) MarshalJSON Uses

func (s *GoogleCloudMlV1__EncryptionConfig) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__ExplainRequest Uses

type GoogleCloudMlV1__ExplainRequest struct {
    // HttpBody: Required.
    // The explanation 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:"-"`
}

GoogleCloudMlV1__ExplainRequest: Request for explanations to be issued against a trained model.

func (*GoogleCloudMlV1__ExplainRequest) MarshalJSON Uses

func (s *GoogleCloudMlV1__ExplainRequest) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__ExplanationConfig Uses

type GoogleCloudMlV1__ExplanationConfig struct {
    // IntegratedGradientsAttribution: Attributes credit by computing the
    // Aumann-Shapley value taking advantage
    // of the model's fully differentiable structure. Refer to this paper
    // for
    // more details: http://proceedings.mlr.press/v70/sundararajan17a.html
    IntegratedGradientsAttribution *GoogleCloudMlV1__IntegratedGradientsAttribution `json:"integratedGradientsAttribution,omitempty"`

    // SampledShapleyAttribution: An attribution method that approximates
    // Shapley values for features that
    // contribute to the label being predicted. A sampling strategy is used
    // to
    // approximate the value rather than considering all subsets of
    // features.
    SampledShapleyAttribution *GoogleCloudMlV1__SampledShapleyAttribution `json:"sampledShapleyAttribution,omitempty"`

    // XraiAttribution: Attributes credit by computing the XRAI taking
    // advantage
    // of the model's fully differentiable structure. Refer to this paper
    // for
    // more details: https://arxiv.org/abs/1906.02825
    // Currently only implemented for models with natural image inputs.
    XraiAttribution *GoogleCloudMlV1__XraiAttribution `json:"xraiAttribution,omitempty"`

    // ForceSendFields is a list of field names (e.g.
    // "IntegratedGradientsAttribution") 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.
    // "IntegratedGradientsAttribution") 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:"-"`
}

GoogleCloudMlV1__ExplanationConfig: Message holding configuration options for explaining model predictions. There are two feature attribution methods supported for TensorFlow models: integrated gradients and sampled Shapley. [Learn more about feature attributions.](/ai-platform/prediction/docs/ai-explanations/ov erview)

func (*GoogleCloudMlV1__ExplanationConfig) MarshalJSON Uses

func (s *GoogleCloudMlV1__ExplanationConfig) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__GetConfigResponse Uses

type GoogleCloudMlV1__GetConfigResponse struct {
    Config *GoogleCloudMlV1__Config `json:"config,omitempty"`

    // 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. "Config") 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. "Config") 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:"-"`
}

GoogleCloudMlV1__GetConfigResponse: Returns service account information associated with a project.

func (*GoogleCloudMlV1__GetConfigResponse) MarshalJSON Uses

func (s *GoogleCloudMlV1__GetConfigResponse) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__HyperparameterOutput Uses

type GoogleCloudMlV1__HyperparameterOutput struct {
    // AllMetrics: All recorded object metrics for this trial. This field is
    // not currently
    // populated.
    AllMetrics []*GoogleCloudMlV1HyperparameterOutputHyperparameterMetric `json:"allMetrics,omitempty"`

    // BuiltInAlgorithmOutput: Details related to built-in algorithms
    // jobs.
    // Only set for trials of built-in algorithms jobs that have succeeded.
    BuiltInAlgorithmOutput *GoogleCloudMlV1__BuiltInAlgorithmOutput `json:"builtInAlgorithmOutput,omitempty"`

    // EndTime: Output only. End time for the trial.
    EndTime string `json:"endTime,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"`

    // IsTrialStoppedEarly: True if the trial is stopped early.
    IsTrialStoppedEarly bool `json:"isTrialStoppedEarly,omitempty"`

    // StartTime: Output only. Start time for the trial.
    StartTime string `json:"startTime,omitempty"`

    // State: Output only. The detailed state of the trial.
    //
    // 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"`

    // 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:"-"`
}

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.

func (*GoogleCloudMlV1__HyperparameterOutput) MarshalJSON Uses

func (s *GoogleCloudMlV1__HyperparameterOutput) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__HyperparameterSpec Uses

type GoogleCloudMlV1__HyperparameterSpec struct {
    // Algorithm: Optional. The search algorithm specified for the
    // hyperparameter
    // tuning job.
    // Uses the default AI Platform hyperparameter tuning
    // algorithm if unspecified.
    //
    // Possible values:
    //   "ALGORITHM_UNSPECIFIED" - The default algorithm used by the
    // hyperparameter tuning service. This is
    // a Bayesian optimization algorithm.
    //   "GRID_SEARCH" - Simple grid search within the feasible space. To
    // use grid search,
    // all parameters must be `INTEGER`, `CATEGORICAL`, or `DISCRETE`.
    //   "RANDOM_SEARCH" - Simple random search within the feasible space.
    Algorithm string `json:"algorithm,omitempty"`

    // EnableTrialEarlyStopping: Optional. Indicates if the hyperparameter
    // tuning job enables auto trial
    // early stopping.
    EnableTrialEarlyStopping bool `json:"enableTrialEarlyStopping,omitempty"`

    // 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"`

    // MaxFailedTrials: Optional. The number of failed trials that need to
    // be seen before failing
    // the hyperparameter tuning job. You can specify this field to override
    // the
    // default failing criteria for AI Platform hyperparameter tuning
    // jobs.
    //
    // Defaults to zero, which means the service decides when a
    // hyperparameter
    // job should fail.
    MaxFailedTrials int64 `json:"maxFailedTrials,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"`

    // ResumePreviousJobId: Optional. The prior hyperparameter tuning job id
    // that users hope to
    // continue with. The job id will be used to find the corresponding
    // vizier
    // study guid and resume the study.
    ResumePreviousJobId string `json:"resumePreviousJobId,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Algorithm") 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. "Algorithm") 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:"-"`
}

GoogleCloudMlV1__HyperparameterSpec: Represents a set of hyperparameters to optimize.

func (*GoogleCloudMlV1__HyperparameterSpec) MarshalJSON Uses

func (s *GoogleCloudMlV1__HyperparameterSpec) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__IntegratedGradientsAttribution Uses

type GoogleCloudMlV1__IntegratedGradientsAttribution struct {
    // NumIntegralSteps: Number of steps for approximating the path
    // integral.
    // A good value to start is 50 and gradually increase until the
    // sum to diff property is met within the desired error range.
    NumIntegralSteps int64 `json:"numIntegralSteps,omitempty"`

    // ForceSendFields is a list of field names (e.g. "NumIntegralSteps") 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. "NumIntegralSteps") 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:"-"`
}

GoogleCloudMlV1__IntegratedGradientsAttribution: Attributes credit by computing the Aumann-Shapley value taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1703.01365

func (*GoogleCloudMlV1__IntegratedGradientsAttribution) MarshalJSON Uses

func (s *GoogleCloudMlV1__IntegratedGradientsAttribution) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__Job Uses

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"`

    // Etag: `etag` is used for optimistic concurrency control as a way to
    // help
    // prevent simultaneous updates of a job from overwriting each other.
    // It is strongly suggested that systems make use of the `etag` in
    // the
    // read-modify-write cycle to perform job updates in order to avoid
    // race
    // conditions: An `etag` is returned in the response to `GetJob`,
    // and
    // systems are expected to put that etag in the request to `UpdateJob`
    // to
    // ensure that their change will be applied to the same version of the
    // job.
    Etag string `json:"etag,omitempty"`

    // JobId: Required. The user-specified id of the job.
    JobId string `json:"jobId,omitempty"`

    // Labels: Optional. One or more labels that you can add, to organize
    // your jobs.
    // Each label is a key-value pair, where both the key and the value
    // are
    // arbitrary strings that you supply.
    // For more information, see the documentation on
    // <a href="/ml-engine/docs/tensorflow/resource-labels">using
    // labels</a>.
    Labels map[string]string `json:"labels,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:"-"`
}

GoogleCloudMlV1__Job: Represents a training or prediction job.

func (*GoogleCloudMlV1__Job) MarshalJSON Uses

func (s *GoogleCloudMlV1__Job) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__ListJobsResponse Uses

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:"-"`
}

GoogleCloudMlV1__ListJobsResponse: Response message for the ListJobs method.

func (*GoogleCloudMlV1__ListJobsResponse) MarshalJSON Uses

func (s *GoogleCloudMlV1__ListJobsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__ListLocationsResponse Uses

type GoogleCloudMlV1__ListLocationsResponse struct {
    // Locations: Locations where at least one type of CMLE capability is
    // available.
    Locations []*GoogleCloudMlV1__Location `json:"locations,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. "Locations") 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. "Locations") 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__ListLocationsResponse) MarshalJSON Uses

func (s *GoogleCloudMlV1__ListLocationsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__ListModelsResponse Uses

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:"-"`
}

GoogleCloudMlV1__ListModelsResponse: Response message for the ListModels method.

func (*GoogleCloudMlV1__ListModelsResponse) MarshalJSON Uses

func (s *GoogleCloudMlV1__ListModelsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__ListStudiesResponse Uses

type GoogleCloudMlV1__ListStudiesResponse struct {
    // Studies: The studies associated with the project.
    Studies []*GoogleCloudMlV1__Study `json:"studies,omitempty"`

    // ServerResponse contains the HTTP response code and headers from the
    // server.
    googleapi.ServerResponse `json:"-"`

    // ForceSendFields is a list of field names (e.g. "Studies") 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. "Studies") 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__ListStudiesResponse) MarshalJSON Uses

func (s *GoogleCloudMlV1__ListStudiesResponse) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__ListTrialsResponse Uses

type GoogleCloudMlV1__ListTrialsResponse struct {
    // Trials: The trials associated with the study.
    Trials []*GoogleCloudMlV1__Trial `json:"trials,omitempty"`

    // ServerResponse contains the HTTP response code and headers from the
    // server.
    googleapi.ServerResponse `json:"-"`

    // ForceSendFields is a list of field names (e.g. "Trials") 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. "Trials") 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:"-"`
}

GoogleCloudMlV1__ListTrialsResponse: The response message for the ListTrials method.

func (*GoogleCloudMlV1__ListTrialsResponse) MarshalJSON Uses

func (s *GoogleCloudMlV1__ListTrialsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__ListVersionsResponse Uses

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:"-"`
}

GoogleCloudMlV1__ListVersionsResponse: Response message for the ListVersions method.

func (*GoogleCloudMlV1__ListVersionsResponse) MarshalJSON Uses

func (s *GoogleCloudMlV1__ListVersionsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__Location Uses

type GoogleCloudMlV1__Location struct {
    // Capabilities: Capabilities available in the location.
    Capabilities []*GoogleCloudMlV1__Capability `json:"capabilities,omitempty"`

    Name string `json:"name,omitempty"`

    // ServerResponse contains the HTTP response code and headers from the
    // server.
    googleapi.ServerResponse `json:"-"`

    // ForceSendFields is a list of field names (e.g. "Capabilities") 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. "Capabilities") 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__Location) MarshalJSON Uses

func (s *GoogleCloudMlV1__Location) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__ManualScaling Uses

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:"-"`
}

GoogleCloudMlV1__ManualScaling: Options for manually scaling a model.

func (*GoogleCloudMlV1__ManualScaling) MarshalJSON Uses

func (s *GoogleCloudMlV1__ManualScaling) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__Measurement Uses

type GoogleCloudMlV1__Measurement struct {
    // ElapsedTime: Output only. Time that the trial has been running at the
    // point of
    // this measurement.
    ElapsedTime string `json:"elapsedTime,omitempty"`

    // Metrics: Provides a list of metrics that act as inputs into the
    // objective
    // function.
    Metrics []*GoogleCloudMlV1MeasurementMetric `json:"metrics,omitempty"`

    // StepCount: The number of steps a machine learning model has been
    // trained for.
    // Must be non-negative.
    StepCount int64 `json:"stepCount,omitempty,string"`

    // ForceSendFields is a list of field names (e.g. "ElapsedTime") 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. "ElapsedTime") 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:"-"`
}

GoogleCloudMlV1__Measurement: A message representing a measurement.

func (*GoogleCloudMlV1__Measurement) MarshalJSON Uses

func (s *GoogleCloudMlV1__Measurement) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__Model Uses

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.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"`

    // Etag: `etag` is used for optimistic concurrency control as a way to
    // help
    // prevent simultaneous updates of a model from overwriting each
    // other.
    // It is strongly suggested that systems make use of the `etag` in
    // the
    // read-modify-write cycle to perform model updates in order to avoid
    // race
    // conditions: An `etag` is returned in the response to `GetModel`,
    // and
    // systems are expected to put that etag in the request to `UpdateModel`
    // to
    // ensure that their change will be applied to the model as intended.
    Etag string `json:"etag,omitempty"`

    // Labels: Optional. One or more labels that you can add, to organize
    // your models.
    // Each label is a key-value pair, where both the key and the value
    // are
    // arbitrary strings that you supply.
    // For more information, see the documentation on
    // <a href="/ml-engine/docs/tensorflow/resource-labels">using
    // labels</a>.
    Labels map[string]string `json:"labels,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"`

    // OnlinePredictionConsoleLogging: Optional. If true, online prediction
    // nodes send `stderr` and `stdout`
    // streams to Stackdriver Logging. These can be more verbose than the
    // standard
    // access logs (see `onlinePredictionLogging`) and can incur higher
    // cost.
    // However, they are helpful for debugging. Note that
    // [Stackdriver logs may incur a cost](/stackdriver/pricing), especially
    // if
    // your project receives prediction requests at a high QPS. Estimate
    // your
    // costs before enabling this option.
    //
    // Default is false.
    OnlinePredictionConsoleLogging bool `json:"onlinePredictionConsoleLogging,omitempty"`

    // OnlinePredictionLogging: Optional. If true, online prediction access
    // logs are sent to StackDriver
    // Logging. These logs are like standard server access logs,
    // containing
    // information like timestamp and latency for each request. Note
    // that
    // [Stackdriver logs may incur a cost](/stackdriver/pricing), especially
    // if
    // your project receives prediction requests at a high queries per
    // second rate
    // (QPS). Estimate your costs before enabling this option.
    //
    // Default is false.
    OnlinePredictionLogging bool `json:"onlinePredictionLogging,omitempty"`

    // Regions: Optional. The list of regions where the model is going to be
    // deployed.
    // Only one region per model is supported.
    // Defaults to 'us-central1' if nothing is set.
    // See the <a href="/ml-engine/docs/tensorflow/regions">available
    // regions</a>
    // for AI Platform services.
    // 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:"-"`
}

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.

func (*GoogleCloudMlV1__Model) MarshalJSON Uses

func (s *GoogleCloudMlV1__Model) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__OperationMetadata Uses

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"`

    // Labels: The user labels, inherited from the model or the model
    // version being
    // operated on.
    Labels map[string]string `json:"labels,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.
    //   "UPDATE_MODEL" - An operation to update an existing model.
    //   "UPDATE_VERSION" - An operation to update an existing version.
    //   "UPDATE_CONFIG" - An operation to update project configuration.
    OperationType string `json:"operationType,omitempty"`

    // ProjectNumber: Contains the project number associated with the
    // operation.
    ProjectNumber int64 `json:"projectNumber,omitempty,string"`

    // 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:"-"`
}

GoogleCloudMlV1__OperationMetadata: Represents the metadata of the long-running operation.

func (*GoogleCloudMlV1__OperationMetadata) MarshalJSON Uses

func (s *GoogleCloudMlV1__OperationMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__ParameterSpec Uses

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 type is `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:"-"`
}

GoogleCloudMlV1__ParameterSpec: Represents a single hyperparameter to optimize.

func (*GoogleCloudMlV1__ParameterSpec) MarshalJSON Uses

func (s *GoogleCloudMlV1__ParameterSpec) MarshalJSON() ([]byte, error)

func (*GoogleCloudMlV1__ParameterSpec) UnmarshalJSON Uses

func (s *GoogleCloudMlV1__ParameterSpec) UnmarshalJSON(data []byte) error

type GoogleCloudMlV1__PredictRequest Uses

type GoogleCloudMlV1__PredictRequest struct {
    // HttpBody:
    // Required. The prediction request body. Refer to the [request body
    // details
    // section](#request-body-details) for more information on how to
    // structure
    // your request.
    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:"-"`
}

GoogleCloudMlV1__PredictRequest: Request for predictions to be issued against a trained model.

func (*GoogleCloudMlV1__PredictRequest) MarshalJSON Uses

func (s *GoogleCloudMlV1__PredictRequest) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__PredictionInput Uses

type GoogleCloudMlV1__PredictionInput struct {
    // BatchSize: Optional. Number of records per batch, defaults to 64.
    // The service will buffer batch_size number of records in memory
    // before
    // invoking one Tensorflow prediction call internally. So take the
    // record
    // size and memory available into consideration when setting this
    // parameter.
    BatchSize int64 `json:"batchSize,omitempty,string"`

    // DataFormat: Required. The format of the input data files.
    //
    // Possible values:
    //   "DATA_FORMAT_UNSPECIFIED" - Unspecified format.
    //   "JSON" - Each line of the file is a JSON dictionary representing
    // one record.
    //   "TEXT" - Deprecated. Use JSON instead.
    //   "TF_RECORD" - The source file is a TFRecord file.
    // Currently available only for input data.
    //   "TF_RECORD_GZIP" - The source file is a GZIP-compressed TFRecord
    // file.
    // Currently available only for input data.
    //   "CSV" - Values are comma-separated rows, with keys in a separate
    // file.
    // Currently available only for output data.
    DataFormat string `json:"dataFormat,omitempty"`

    // InputPaths: Required. The Cloud Storage location of the input data
    // files. May contain
    // <a href="/storage/docs/gsutil/addlhelp/WildcardNames">wildcards</a>.
    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/YOUR_PROJECT/models/YOUR_MODEL"
    ModelName string `json:"modelName,omitempty"`

    // OutputDataFormat: Optional. Format of the output data files, defaults
    // to JSON.
    //
    // Possible values:
    //   "DATA_FORMAT_UNSPECIFIED" - Unspecified format.
    //   "JSON" - Each line of the file is a JSON dictionary representing
    // one record.
    //   "TEXT" - Deprecated. Use JSON instead.
    //   "TF_RECORD" - The source file is a TFRecord file.
    // Currently available only for input data.
    //   "TF_RECORD_GZIP" - The source file is a GZIP-compressed TFRecord
    // file.
    // Currently available only for input data.
    //   "CSV" - Values are comma-separated rows, with keys in a separate
    // file.
    // Currently available only for output data.
    OutputDataFormat string `json:"outputDataFormat,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.
    // See the <a href="/ml-engine/docs/tensorflow/regions">available
    // regions</a>
    // for AI Platform services.
    Region string `json:"region,omitempty"`

    // RuntimeVersion: Optional. The AI Platform runtime version to use for
    // this batch
    // prediction. If not set, AI Platform 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"`

    // SignatureName: Optional. The name of the signature defined in the
    // SavedModel to use for
    // this job. Please refer
    // to
    // [SavedModel](https://tensorflow.github.io/serving/serving_basic.htm
    // l)
    // for information about how to use signatures.
    //
    // Defaults
    // to
    // [DEFAULT_SERVING_SIGNATURE_DEF_KEY](https://www.tensorflow.org/api_
    // docs/python/tf/saved_model/signature_constants)
    // , which is "serving_default".
    SignatureName string `json:"signatureName,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/YOUR_PROJECT/models/YOUR_MODEL/versions/YOUR_
    // VERSION"
    VersionName string `json:"versionName,omitempty"`

    // ForceSendFields is a list of field names (e.g. "BatchSize") 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. "BatchSize") 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:"-"`
}

GoogleCloudMlV1__PredictionInput: Represents input parameters for a prediction job.

func (*GoogleCloudMlV1__PredictionInput) MarshalJSON Uses

func (s *GoogleCloudMlV1__PredictionInput) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__PredictionOutput Uses

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:"-"`
}

GoogleCloudMlV1__PredictionOutput: Represents results of a prediction job.

func (*GoogleCloudMlV1__PredictionOutput) MarshalJSON Uses

func (s *GoogleCloudMlV1__PredictionOutput) MarshalJSON() ([]byte, error)

func (*GoogleCloudMlV1__PredictionOutput) UnmarshalJSON Uses

func (s *GoogleCloudMlV1__PredictionOutput) UnmarshalJSON(data []byte) error

type GoogleCloudMlV1__ReplicaConfig Uses

type GoogleCloudMlV1__ReplicaConfig struct {
    // AcceleratorConfig: Represents the type and number of accelerators
    // used by the replica.
    // [Learn about restrictions on accelerator configurations
    // for
    // training.](/ai-platform/training/docs/using-gpus#compute-engine-ma
    // chine-types-with-gpu)
    AcceleratorConfig *GoogleCloudMlV1__AcceleratorConfig `json:"acceleratorConfig,omitempty"`

    // ContainerArgs: Arguments to the entrypoint command.
    // The following rules apply for container_command and container_args:
    // - If you do not supply command or args:
    //   The defaults defined in the Docker image are used.
    // - If you supply a command but no args:
    //   The default EntryPoint and the default Cmd defined in the Docker
    // image
    //   are ignored. Your command is run without any arguments.
    // - If you supply only args:
    //   The default Entrypoint defined in the Docker image is run with the
    // args
    //   that you supplied.
    // - If you supply a command and args:
    //   The default Entrypoint and the default Cmd defined in the Docker
    // image
    //   are ignored. Your command is run with your args.
    // It cannot be set if custom container image is
    // not provided.
    // Note that this field and [TrainingInput.args] are mutually exclusive,
    // i.e.,
    // both cannot be set at the same time.
    ContainerArgs []string `json:"containerArgs,omitempty"`

    // ContainerCommand: The command with which the replica's custom
    // container is run.
    // If provided, it will override default ENTRYPOINT of the docker
    // image.
    // If not provided, the docker image's ENTRYPOINT is used.
    // It cannot be set if custom container image is
    // not provided.
    // Note that this field and [TrainingInput.args] are mutually exclusive,
    // i.e.,
    // both cannot be set at the same time.
    ContainerCommand []string `json:"containerCommand,omitempty"`

    // ImageUri: The Docker image to run on the replica. This image must be
    // in Container
    // Registry. Learn more about [configuring
    // custom
    // containers](/ai-platform/training/docs/distributed-training-con
    // tainers).
    ImageUri string `json:"imageUri,omitempty"`

    // TpuTfVersion: The AI Platform runtime version that includes a
    // TensorFlow version matching
    // the one used in the custom container. This field is required if the
    // replica
    // is a TPU worker that uses a custom container. Otherwise, do not
    // specify
    // this field. This must be a [runtime version that currently
    // supports
    // training
    // with
    // TPUs](/ml-engine/docs/tensorflow/runtime-version-list#tpu-support
    // ).
    //
    // Note that the version of TensorFlow included in a runtime version
    // may
    // differ from the numbering of the runtime version itself, because it
    // may
    // have a different
    // [patch
    // version](https://www.tensorflow.org/guide/version_compat#semant
    // ic_versioning_20).
    // In this field, you must specify the runtime version (TensorFlow
    // minor
    // version). For example, if your custom container runs TensorFlow
    // `1.x.y`,
    // specify `1.x`.
    TpuTfVersion string `json:"tpuTfVersion,omitempty"`

    // ForceSendFields is a list of field names (e.g. "AcceleratorConfig")
    // 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. "AcceleratorConfig") 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:"-"`
}

GoogleCloudMlV1__ReplicaConfig: Represents the configuration for a replica in a cluster.

func (*GoogleCloudMlV1__ReplicaConfig) MarshalJSON Uses

func (s *GoogleCloudMlV1__ReplicaConfig) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__RequestLoggingConfig Uses

type GoogleCloudMlV1__RequestLoggingConfig struct {
    // BigqueryTableName: Required. Fully qualified BigQuery table name in
    // the following
    // format:
    // "<var>project_id</var>.<var>dataset_name</var>.<var>table_name
    // </var>"
    //
    // The specified table must already exist, and the "Cloud ML Service
    // Agent"
    // for your project must have permission to write to it. The table must
    // have
    // the following [schema](/bigquery/docs/schemas):
    //
    // <table>
    //   <tr><th>Field name</th><th style="display: table-cell">Type</th>
    //     <th style="display: table-cell">Mode</th></tr>
    //   <tr><td>model</td><td>STRING</td><td>REQUIRED</td></tr>
    //   <tr><td>model_version</td><td>STRING</td><td>REQUIRED</td></tr>
    //   <tr><td>time</td><td>TIMESTAMP</td><td>REQUIRED</td></tr>
    //   <tr><td>raw_data</td><td>STRING</td><td>REQUIRED</td></tr>
    //   <tr><td>raw_prediction</td><td>STRING</td><td>NULLABLE</td></tr>
    //
    // <tr><td>groundtruth</td><td>STRING</td><td>NULLABLE</td></tr>
    // </table>
    BigqueryTableName string `json:"bigqueryTableName,omitempty"`

    // SamplingPercentage: Percentage of requests to be logged, expressed as
    // a fraction from 0 to 1.
    // For example, if you want to log 10% of requests, enter `0.1`. The
    // sampling
    // window is the lifetime of the model version. Defaults to 0.
    SamplingPercentage float64 `json:"samplingPercentage,omitempty"`

    // ForceSendFields is a list of field names (e.g. "BigqueryTableName")
    // 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. "BigqueryTableName") 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:"-"`
}

GoogleCloudMlV1__RequestLoggingConfig: Configuration for logging request-response pairs to a BigQuery table. Online prediction requests to a model version and the responses to these requests are converted to raw strings and saved to the specified BigQuery table. Logging is constrained by [BigQuery quotas and limits](/bigquery/quotas). If your project exceeds BigQuery quotas or limits, AI Platform Prediction does not log request-response pairs, but it continues to serve predictions.

If you are using [continuous evaluation](/ml-engine/docs/continuous-evaluation/), you do not need to specify this configuration manually. Setting up continuous evaluation automatically enables logging of request-response pairs.

func (*GoogleCloudMlV1__RequestLoggingConfig) MarshalJSON Uses

func (s *GoogleCloudMlV1__RequestLoggingConfig) MarshalJSON() ([]byte, error)

func (*GoogleCloudMlV1__RequestLoggingConfig) UnmarshalJSON Uses

func (s *GoogleCloudMlV1__RequestLoggingConfig) UnmarshalJSON(data []byte) error

type GoogleCloudMlV1__SampledShapleyAttribution Uses

type GoogleCloudMlV1__SampledShapleyAttribution struct {
    // NumPaths: The number of feature permutations to consider when
    // approximating the
    // Shapley values.
    NumPaths int64 `json:"numPaths,omitempty"`

    // ForceSendFields is a list of field names (e.g. "NumPaths") 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. "NumPaths") 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:"-"`
}

GoogleCloudMlV1__SampledShapleyAttribution: An attribution method that approximates Shapley values for features that contribute to the label being predicted. A sampling strategy is used to approximate the value rather than considering all subsets of features.

func (*GoogleCloudMlV1__SampledShapleyAttribution) MarshalJSON Uses

func (s *GoogleCloudMlV1__SampledShapleyAttribution) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__Scheduling Uses

type GoogleCloudMlV1__Scheduling struct {
    // MaxRunningTime: Optional. The maximum job running time, expressed in
    // seconds. The field can
    // contain up to nine fractional digits, terminated by `s`. If not
    // specified,
    // this field defaults to `604800s` (seven days).
    //
    // If the training job is still running after this duration, AI
    // Platform
    // Training cancels it.
    //
    // For example, if you want to ensure your job runs for no more than 2
    // hours,
    // set this field to `7200s` (2 hours * 60 minutes / hour * 60 seconds
    // /
    // minute).
    //
    // If you submit your training job using the `gcloud` tool, you can
    // [provide
    // this field in a
    // `config.yaml`
    // file](/ai-platform/training/docs/training-jobs#formattin
    // g_your_configuration_parameters).
    // For example:
    //
    // ```yaml
    // trainingInput:
    //   ...
    //   scheduling:
    //     maxRunningTime: 7200s
    //   ...
    // ```
    MaxRunningTime string `json:"maxRunningTime,omitempty"`

    MaxWaitTime string `json:"maxWaitTime,omitempty"`

    // ForceSendFields is a list of field names (e.g. "MaxRunningTime") 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. "MaxRunningTime") 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:"-"`
}

GoogleCloudMlV1__Scheduling: All parameters related to scheduling of training jobs.

func (*GoogleCloudMlV1__Scheduling) MarshalJSON Uses

func (s *GoogleCloudMlV1__Scheduling) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__SetDefaultVersionRequest Uses

type GoogleCloudMlV1__SetDefaultVersionRequest struct {
}

GoogleCloudMlV1__SetDefaultVersionRequest: Request message for the SetDefaultVersion request.

type GoogleCloudMlV1__StopTrialRequest Uses

type GoogleCloudMlV1__StopTrialRequest struct {
}

type GoogleCloudMlV1__Study Uses

type GoogleCloudMlV1__Study struct {
    // CreateTime: Output only. Time at which the study was created.
    CreateTime string `json:"createTime,omitempty"`

    // InactiveReason: Output only. A human readable reason why the Study is
    // inactive.
    // This should be empty if a study is ACTIVE or COMPLETED.
    InactiveReason string `json:"inactiveReason,omitempty"`

    // Name: Output only. The name of a study.
    Name string `json:"name,omitempty"`

    // State: Output only. The detailed state of a study.
    //
    // Possible values:
    //   "STATE_UNSPECIFIED" - The study state is unspecified.
    //   "ACTIVE" - The study is active.
    //   "INACTIVE" - The study is stopped due to an internal error.
    //   "COMPLETED" - The study is done when the service exhausts the
    // parameter search space
    // or max_trial_count is reached.
    State string `json:"state,omitempty"`

    // StudyConfig: Required. Configuration of the study.
    StudyConfig *GoogleCloudMlV1__StudyConfig `json:"studyConfig,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:"-"`
}

GoogleCloudMlV1__Study: A message representing a Study.

func (*GoogleCloudMlV1__Study) MarshalJSON Uses

func (s *GoogleCloudMlV1__Study) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__StudyConfig Uses

type GoogleCloudMlV1__StudyConfig struct {
    // Algorithm: The search algorithm specified for the study.
    //
    // Possible values:
    //   "ALGORITHM_UNSPECIFIED" - The default algorithm used by the Cloud
    // AI Platform Optimization service.
    //   "GAUSSIAN_PROCESS_BANDIT" - Gaussian Process Bandit.
    //   "GRID_SEARCH" - Simple grid search within the feasible space. To
    // use grid search,
    // all parameters must be `INTEGER`, `CATEGORICAL`, or `DISCRETE`.
    //   "RANDOM_SEARCH" - Simple random search within the feasible space.
    Algorithm string `json:"algorithm,omitempty"`

    // AutomatedStoppingConfig: Configuration for automated stopping of
    // unpromising Trials.
    AutomatedStoppingConfig *GoogleCloudMlV1__AutomatedStoppingConfig `json:"automatedStoppingConfig,omitempty"`

    // Metrics: Metric specs for the study.
    Metrics []*GoogleCloudMlV1StudyConfigMetricSpec `json:"metrics,omitempty"`

    // Parameters: Required. The set of parameters to tune.
    Parameters []*GoogleCloudMlV1StudyConfigParameterSpec `json:"parameters,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Algorithm") 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. "Algorithm") 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:"-"`
}

GoogleCloudMlV1__StudyConfig: Represents configuration of a study.

func (*GoogleCloudMlV1__StudyConfig) MarshalJSON Uses

func (s *GoogleCloudMlV1__StudyConfig) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__SuggestTrialsMetadata Uses

type GoogleCloudMlV1__SuggestTrialsMetadata struct {
    // ClientId: The identifier of the client that is requesting the
    // suggestion.
    ClientId string `json:"clientId,omitempty"`

    // CreateTime: The time operation was submitted.
    CreateTime string `json:"createTime,omitempty"`

    // Study: The name of the study that the trial belongs to.
    Study string `json:"study,omitempty"`

    // SuggestionCount: The number of suggestions requested.
    SuggestionCount int64 `json:"suggestionCount,omitempty"`

    // ForceSendFields is a list of field names (e.g. "ClientId") 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. "ClientId") 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:"-"`
}

GoogleCloudMlV1__SuggestTrialsMetadata: Metadata field of a google.longrunning.Operation associated with a SuggestTrialsRequest.

func (*GoogleCloudMlV1__SuggestTrialsMetadata) MarshalJSON Uses

func (s *GoogleCloudMlV1__SuggestTrialsMetadata) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__SuggestTrialsRequest Uses

type GoogleCloudMlV1__SuggestTrialsRequest struct {
    // ClientId: Required. The identifier of the client that is requesting
    // the suggestion.
    //
    // If multiple SuggestTrialsRequests have the same `client_id`,
    // the service will return the identical suggested trial if the trial
    // is
    // pending, and provide a new trial if the last suggested trial was
    // completed.
    ClientId string `json:"clientId,omitempty"`

    // SuggestionCount: Required. The number of suggestions requested.
    SuggestionCount int64 `json:"suggestionCount,omitempty"`

    // ForceSendFields is a list of field names (e.g. "ClientId") 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. "ClientId") 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:"-"`
}

GoogleCloudMlV1__SuggestTrialsRequest: The request message for the SuggestTrial service method.

func (*GoogleCloudMlV1__SuggestTrialsRequest) MarshalJSON Uses

func (s *GoogleCloudMlV1__SuggestTrialsRequest) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__SuggestTrialsResponse Uses

type GoogleCloudMlV1__SuggestTrialsResponse struct {
    // EndTime: The time at which operation processing completed.
    EndTime string `json:"endTime,omitempty"`

    // StartTime: The time at which the operation was started.
    StartTime string `json:"startTime,omitempty"`

    // StudyState: The state of the study.
    //
    // Possible values:
    //   "STATE_UNSPECIFIED" - The study state is unspecified.
    //   "ACTIVE" - The study is active.
    //   "INACTIVE" - The study is stopped due to an internal error.
    //   "COMPLETED" - The study is done when the service exhausts the
    // parameter search space
    // or max_trial_count is reached.
    StudyState string `json:"studyState,omitempty"`

    // Trials: A list of trials.
    Trials []*GoogleCloudMlV1__Trial `json:"trials,omitempty"`

    // ForceSendFields is a list of field names (e.g. "EndTime") 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. "EndTime") 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:"-"`
}

GoogleCloudMlV1__SuggestTrialsResponse: This message will be placed in the response field of a completed google.longrunning.Operation associated with a SuggestTrials request.

func (*GoogleCloudMlV1__SuggestTrialsResponse) MarshalJSON Uses

func (s *GoogleCloudMlV1__SuggestTrialsResponse) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__TrainingInput Uses

type GoogleCloudMlV1__TrainingInput struct {
    // Args: Optional. Command-line arguments passed to the training
    // application when it
    // starts. If your job uses a custom container, then the arguments are
    // passed
    // to the container's <a class="external"
    // target="_blank"
    // href="https://docs.docker.com/engine/reference/builder
    // /#entrypoint">
    // `ENTRYPOINT`</a> command.
    Args []string `json:"args,omitempty"`

    // EncryptionConfig: Optional. Options for using customer-managed
    // encryption keys (CMEK) to
    // protect resources created by a training job, instead of using
    // Google's
    // default encryption. If this is set, then all resources created by
    // the
    // training job will be encrypted with the customer-managed encryption
    // key
    // that you specify.
    //
    // [Learn how and when to use CMEK with AI
    // Platform
    // Training](/ai-platform/training/docs/cmek).
    EncryptionConfig *GoogleCloudMlV1__EncryptionConfig `json:"encryptionConfig,omitempty"`

    // EvaluatorConfig: Optional. The configuration for evaluators.
    //
    // You should only set `evaluatorConfig.acceleratorConfig`
    // if
    // `evaluatorType` is set to a Compute Engine machine type. [Learn
    // about restrictions on accelerator configurations
    // for
    // training.](/ai-platform/training/docs/using-gpus#compute-engine-ma
    // chine-types-with-gpu)
    //
    // Set `evaluatorConfig.imageUri` only if you build a custom image
    // for
    // your evaluator. If `evaluatorConfig.imageUri` has not been
    // set, AI Platform uses the value of `masterConfig.imageUri`. Learn
    // more about [configuring
    // custom
    // containers](/ai-platform/training/docs/distributed-training-con
    // tainers).
    EvaluatorConfig *GoogleCloudMlV1__ReplicaConfig `json:"evaluatorConfig,omitempty"`

    // EvaluatorCount: Optional. The number of evaluator replicas to use for
    // the training job.
    // Each replica in the cluster will be of the type specified
    // in
    // `evaluator_type`.
    //
    // This value can only be used when `scale_tier` is set to `CUSTOM`. If
    // you
    // set this value, you must also set `evaluator_type`.
    //
    // The default value is zero.
    EvaluatorCount int64 `json:"evaluatorCount,omitempty,string"`

    // EvaluatorType: Optional. Specifies the type of virtual machine to use
    // for your training
    // job's evaluator nodes.
    //
    // The supported values are the same as those described in the entry
    // for
    // `masterType`.
    //
    // This value must be consistent with the category of machine type
    // that
    // `masterType` uses. In other words, both must be Compute Engine
    // machine
    // types or both must be legacy machine types.
    //
    // This value must be present when `scaleTier` is set to `CUSTOM`
    // and
    // `evaluatorCount` is greater than zero.
    EvaluatorType string `json:"evaluatorType,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"`

    // MasterConfig: Optional. The configuration for your master
    // worker.
    //
    // You should only set `masterConfig.acceleratorConfig` if `masterType`
    // is set
    // to a Compute Engine machine type. Learn about [restrictions on
    // accelerator
    // configurations
    // for
    // training.](/ai-platform/training/docs/using-gpus#compute-engine-ma
    // chine-types-with-gpu)
    //
    // Set `masterConfig.imageUri` only if you build a custom image. Only
    // one of
    // `masterConfig.imageUri` and `runtimeVersion` should be set. Learn
    // more
    // about [configuring
    // custom
    // containers](/ai-platform/training/docs/distributed-training-con
    // tainers).
    MasterConfig *GoogleCloudMlV1__ReplicaConfig `json:"masterConfig,omitempty"`

    // MasterType: Optional. Specifies the type of virtual machine to use
    // for your training
    // job's master worker. You must specify this field when `scaleTier` is
    // set to
    // `CUSTOM`.
    //
    // You can use certain Compute Engine machine types directly in this
    // field.
    // The following types are supported:
    //
    // - `n1-standard-4`
    // - `n1-standard-8`
    // - `n1-standard-16`
    // - `n1-standard-32`
    // - `n1-standard-64`
    // - `n1-standard-96`
    // - `n1-highmem-2`
    // - `n1-highmem-4`
    // - `n1-highmem-8`
    // - `n1-highmem-16`
    // - `n1-highmem-32`
    // - `n1-highmem-64`
    // - `n1-highmem-96`
    // - `n1-highcpu-16`
    // - `n1-highcpu-32`
    // - `n1-highcpu-64`
    // - `n1-highcpu-96`
    //
    // Learn more about [using Compute Engine
    // machine
    // types](/ml-engine/docs/machine-types#compute-engine-machine-ty
    // pes).
    //
    // Alternatively, you can use the following legacy machine types:
    //
    // - `standard`
    // - `large_model`
    // - `complex_model_s`
    // - `complex_model_m`
    // - `complex_model_l`
    // - `standard_gpu`
    // - `complex_model_m_gpu`
    // - `complex_model_l_gpu`
    // - `standard_p100`
    // - `complex_model_m_p100`
    // - `standard_v100`
    // - `large_model_v100`
    // - `complex_model_m_v100`
    // - `complex_model_l_v100`
    //
    // Learn more about [using legacy
    // machine
    // types](/ml-engine/docs/machine-types#legacy-machine-types).
    //
    // F
    // inally, if you want to use a TPU for training, specify `cloud_tpu` in
    // this
    // field. Learn more about the [special configuration options for
    // training
    // with
    // TPUs](/ml-engine/docs/tensorflow/using-tpus#configuring_
    // a_custom_tpu_machine).
    MasterType string `json:"masterType,omitempty"`

    // Network: Optional. The full name of the Google Compute
    // Engine
    // [network](/compute/docs/networks-and-firewalls#networks) to which the
    // Job
    // is peered. For example, projects/12345/global/networks/myVPC. Format
    // is of
    // the form projects/{project}/global/networks/{network}. Where
    // {project} is a
    // project number, as in '12345', and {network} is network
    // name.".
    //
    // Private services access must already be configured for the network.
    // If left
    // unspecified, the Job is not peered with any network. Learn more
    // -
    // Connecting Job to user network over private
    // IP.
    Network string `json:"network,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"`

    // ParameterServerConfig: Optional. The configuration for parameter
    // servers.
    //
    // You should only set `parameterServerConfig.acceleratorConfig`
    // if
    // `parameterServerType` is set to a Compute Engine machine type.
    // [Learn
    // about restrictions on accelerator configurations
    // for
    // training.](/ai-platform/training/docs/using-gpus#compute-engine-ma
    // chine-types-with-gpu)
    //
    // Set `parameterServerConfig.imageUri` only if you build a custom image
    // for
    // your parameter server. If `parameterServerConfig.imageUri` has not
    // been
    // set, AI Platform uses the value of `masterConfig.imageUri`. Learn
    // more about [configuring
    // custom
    // containers](/ai-platform/training/docs/distributed-training-con
    // tainers).
    ParameterServerConfig *GoogleCloudMlV1__ReplicaConfig `json:"parameterServerConfig,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`.
    //
    // The default value is zero.
    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 consistent with the category of machine type
    // that
    // `masterType` uses. In other words, both must be Compute Engine
    // machine
    // types or both must be legacy machine types.
    //
    // 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"`

    // PythonVersion: Optional. The version of Python used in training. You
    // must either specify
    // this field or specify `masterConfig.imageUri`.
    //
    // The following Python versions are available:
    //
    // * Python '3.7' is available when `runtime_version` is set to '1.15'
    // or
    //   later.
    // * Python '3.5' is available when `runtime_version` is set to a
    // version
    //   from '1.4' to '1.14'.
    // * Python '2.7' is available when `runtime_version` is set to '1.15'
    // or
    //   earlier.
    //
    // Read more about the Python versions available for [each
    // runtime
    // version](/ml-engine/docs/runtime-version-list).
    PythonVersion string `json:"pythonVersion,omitempty"`

    // Region: Required. The region to run the training job in. See the
    // [available
    // regions](/ai-platform/training/docs/regions) for AI Platform
    // Training.
    Region string `json:"region,omitempty"`

    // RuntimeVersion: Optional. The AI Platform runtime version to use for
    // training. You must
    // either specify this field or specify `masterConfig.imageUri`.
    //
    // For more information, see the [runtime
    // version
    // list](/ai-platform/training/docs/runtime-version-list) and learn [how
    // to
    // manage runtime versions](/ai-platform/training/docs/versioning).
    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](/ai-platform/training/docs/using-gpus).
    //   "BASIC_TPU" - A single worker instance with a
    // [Cloud TPU](/ml-engine/docs/tensorflow/using-tpus).
    //   "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"`

    // Scheduling: Optional. Scheduling options for a training job.
    Scheduling *GoogleCloudMlV1__Scheduling `json:"scheduling,omitempty"`

    // ServiceAccount: Optional. Specifies the service account for workload
    // run-as account.
    // Users submitting jobs must have act-as permission on this run-as
    // account.
    // If not specified, then CMLE P4SA will be used by default.
    ServiceAccount string `json:"serviceAccount,omitempty"`

    // UseChiefInTfConfig: Optional. Use `chief` instead of `master` in the
    // `TF_CONFIG` environment
    // variable when training with a custom container. Defaults to `false`.
    // [Learn
    // more about
    // this
    // field.](/ai-platform/training/docs/distributed-training-details#c
    // hief-versus-master)
    //
    // This field has no effect for training jobs that don't use a
    // custom
    // container.
    UseChiefInTfConfig bool `json:"useChiefInTfConfig,omitempty"`

    // WorkerConfig: Optional. The configuration for workers.
    //
    // You should only set `workerConfig.acceleratorConfig` if `workerType`
    // is set
    // to a Compute Engine machine type. [Learn about restrictions on
    // accelerator
    // configurations
    // for
    // training.](/ai-platform/training/docs/using-gpus#compute-engine-ma
    // chine-types-with-gpu)
    //
    // Set `workerConfig.imageUri` only if you build a custom image for
    // your
    // worker. If `workerConfig.imageUri` has not been set, AI Platform
    // uses
    // the value of `masterConfig.imageUri`. Learn more about [configuring
    // custom
    // containers](/ai-platform/training/docs/distributed-training-con
    // tainers).
    WorkerConfig *GoogleCloudMlV1__ReplicaConfig `json:"workerConfig,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`.
    //
    // The default value is zero.
    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 consistent with the category of machine type
    // that
    // `masterType` uses. In other words, both must be Compute Engine
    // machine
    // types or both must be legacy machine types.
    //
    // If you use `cloud_tpu` for this value, see special instructions
    // for
    // [configuring a custom
    // TPU
    // machine](/ml-engine/docs/tensorflow/using-tpus#configuring_a_custo
    // m_tpu_machine).
    //
    // 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:"-"`
}

GoogleCloudMlV1__TrainingInput: Represents input parameters for a training job. When using the gcloud command to submit your training job, you can specify the input parameters as command-line arguments and/or in a YAML configuration file referenced from the --config command-line argument. For details, see the guide to [submitting a training job](/ai-platform/training/docs/training-jobs).

func (*GoogleCloudMlV1__TrainingInput) MarshalJSON Uses

func (s *GoogleCloudMlV1__TrainingInput) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__TrainingOutput Uses

type GoogleCloudMlV1__TrainingOutput struct {
    // BuiltInAlgorithmOutput: Details related to built-in algorithms
    // jobs.
    // Only set for built-in algorithms jobs.
    BuiltInAlgorithmOutput *GoogleCloudMlV1__BuiltInAlgorithmOutput `json:"builtInAlgorithmOutput,omitempty"`

    // 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"`

    // HyperparameterMetricTag: The TensorFlow summary tag name used for
    // optimizing hyperparameter tuning
    // trials.
    // See
    // [`HyperparameterSpec.hyperparameterMetricTag`](#HyperparameterSpec
    // .FIELDS.hyperparameter_metric_tag)
    // for more information. Only set for hyperparameter tuning jobs.
    HyperparameterMetricTag string `json:"hyperparameterMetricTag,omitempty"`

    // IsBuiltInAlgorithmJob: Whether this job is a built-in Algorithm job.
    IsBuiltInAlgorithmJob bool `json:"isBuiltInAlgorithmJob,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.
    // "BuiltInAlgorithmOutput") 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. "BuiltInAlgorithmOutput")
    // 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:"-"`
}

GoogleCloudMlV1__TrainingOutput: Represents results of a training job. Output only.

func (*GoogleCloudMlV1__TrainingOutput) MarshalJSON Uses

func (s *GoogleCloudMlV1__TrainingOutput) MarshalJSON() ([]byte, error)

func (*GoogleCloudMlV1__TrainingOutput) UnmarshalJSON Uses

func (s *GoogleCloudMlV1__TrainingOutput) UnmarshalJSON(data []byte) error

type GoogleCloudMlV1__Trial Uses

type GoogleCloudMlV1__Trial struct {
    // ClientId: Output only. The identifier of the client that originally
    // requested this trial.
    ClientId string `json:"clientId,omitempty"`

    // EndTime: Output only. Time at which the trial's status changed to
    // COMPLETED.
    EndTime string `json:"endTime,omitempty"`

    // FinalMeasurement: The final measurement containing the objective
    // value.
    FinalMeasurement *GoogleCloudMlV1__Measurement `json:"finalMeasurement,omitempty"`

    // InfeasibleReason: Output only. A human readable string describing why
    // the trial is
    // infeasible. This should only be set if trial_infeasible is true.
    InfeasibleReason string `json:"infeasibleReason,omitempty"`

    // Measurements: A list of measurements that are strictly
    // lexicographically
    // ordered by their induced tuples (steps, elapsed_time).
    // These are used for early stopping computations.
    Measurements []*GoogleCloudMlV1__Measurement `json:"measurements,omitempty"`

    // Name: Output only. Name of the trial assigned by the service.
    Name string `json:"name,omitempty"`

    // Parameters: The parameters of the trial.
    Parameters []*GoogleCloudMlV1TrialParameter `json:"parameters,omitempty"`

    // StartTime: Output only. Time at which the trial was started.
    StartTime string `json:"startTime,omitempty"`

    // State: The detailed state of a trial.
    //
    // Possible values:
    //   "STATE_UNSPECIFIED" - The trial state is unspecified.
    //   "REQUESTED" - Indicates that a specific trial has been requested,
    // but it has not yet
    // been suggested by the service.
    //   "ACTIVE" - Indicates that the trial has been suggested.
    //   "COMPLETED" - Indicates that the trial is done, and either has a
    // final_measurement
    // set, or is marked as trial_infeasible.
    //   "STOPPING" - Indicates that the trial should stop according to the
    // service.
    State string `json:"state,omitempty"`

    // TrialInfeasible: Output only. If true, the parameters in this trial
    // are not attempted again.
    TrialInfeasible bool `json:"trialInfeasible,omitempty"`

    // ServerResponse contains the HTTP response code and headers from the
    // server.
    googleapi.ServerResponse `json:"-"`

    // ForceSendFields is a list of field names (e.g. "ClientId") 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. "ClientId") 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:"-"`
}

GoogleCloudMlV1__Trial: A message representing a trial.

func (*GoogleCloudMlV1__Trial) MarshalJSON Uses

func (s *GoogleCloudMlV1__Trial) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__Version Uses

type GoogleCloudMlV1__Version struct {
    // AcceleratorConfig: Optional. Accelerator config for using GPUs for
    // online prediction (beta).
    // Only specify this field if you have specified a Compute Engine (N1)
    // machine
    // type in the `machineType` field. Learn more about [using GPUs for
    // online
    // prediction](/ml-engine/docs/machine-types-online-prediction#gpu
    // s).
    AcceleratorConfig *GoogleCloudMlV1__AcceleratorConfig `json:"acceleratorConfig,omitempty"`

    // AutoScaling: 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.
    //
    // Note that you cannot use AutoScaling if your version
    // uses
    // [GPUs](#Version.FIELDS.accelerator_config). Instead, you must use
    // specify
    // `manual_scaling`.
    AutoScaling *GoogleCloudMlV1__AutoScaling `json:"autoScaling,omitempty"`

    // CreateTime: Output only. The time the version was created.
    CreateTime string `json:"createTime,omitempty"`

    // DeploymentUri: Required. The Cloud Storage location of the trained
    // model used to
    // create the version. See the
    // [guide to
    // model
    // deployment](/ml-engine/docs/tensorflow/deploying-models) for
    // more
    // information.
    //
    // When passing Version to
    // 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"`

    // ErrorMessage: Output only. The details of a failure or a
    // cancellation.
    ErrorMessage string `json:"errorMessage,omitempty"`

    // Etag: `etag` is used for optimistic concurrency control as a way to
    // help
    // prevent simultaneous updates of a model from overwriting each
    // other.
    // It is strongly suggested that systems make use of the `etag` in
    // the
    // read-modify-write cycle to perform model updates in order to avoid
    // race
    // conditions: An `etag` is returned in the response to `GetVersion`,
    // and
    // systems are expected to put that etag in the request to
    // `UpdateVersion` to
    // ensure that their change will be applied to the model as intended.
    Etag string `json:"etag,omitempty"`

    // ExplanationConfig: Optional. Configures explainability features on
    // the model's version.
    // Some explanation features require additional metadata to be loaded
    // as part of the model payload.
    ExplanationConfig *GoogleCloudMlV1__ExplanationConfig `json:"explanationConfig,omitempty"`

    // Framework: Optional. The machine learning framework AI Platform uses
    // to train
    // this version of the model. Valid values are `TENSORFLOW`,
    // `SCIKIT_LEARN`,
    // `XGBOOST`. If you do not specify a framework, AI Platform
    // will analyze files in the deployment_uri to determine a framework. If
    // you
    // choose `SCIKIT_LEARN` or `XGBOOST`, you must also set the runtime
    // version
    // of the model to 1.4 or greater.
    //
    // Do **not** specify a framework if you're deploying a
    // [custom
    // prediction
    // routine](/ml-engine/docs/tensorflow/custom-prediction-routines).
    //
    // If you specify a [Compute Engine (N1)
    // machine
    // type](/ml-engine/docs/machine-types-online-prediction) in
    // the
    // `machineType` field, you must specify `TENSORFLOW`
    // for the framework.
    //
    // Possible values:
    //   "FRAMEWORK_UNSPECIFIED" - Unspecified framework. Assigns a value
    // based on the file suffix.
    //   "TENSORFLOW" - Tensorflow framework.
    //   "SCIKIT_LEARN" - Scikit-learn framework.
    //   "XGBOOST" - XGBoost framework.
    Framework string `json:"framework,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.
    IsDefault bool `json:"isDefault,omitempty"`

    // Labels: Optional. One or more labels that you can add, to organize
    // your model
    // versions. Each label is a key-value pair, where both the key and the
    // value
    // are arbitrary strings that you supply.
    // For more information, see the documentation on
    // <a href="/ml-engine/docs/tensorflow/resource-labels">using
    // labels</a>.
    Labels map[string]string `json:"labels,omitempty"`

    // LastUseTime: Output only. The time the version was last used for
    // prediction.
    LastUseTime string `json:"lastUseTime,omitempty"`

    // MachineType: Optional. The type of machine on which to serve the
    // model. Currently only
    // applies to online prediction service. If this field is not specified,
    // it
    // defaults to `mls1-c1-m2`.
    //
    // Online prediction supports the following machine types:
    //
    // * `mls1-c1-m2`
    // * `mls1-c4-m2`
    // * `n1-standard-2`
    // * `n1-standard-4`
    // * `n1-standard-8`
    // * `n1-standard-16`
    // * `n1-standard-32`
    // * `n1-highmem-2`
    // * `n1-highmem-4`
    // * `n1-highmem-8`
    // * `n1-highmem-16`
    // * `n1-highmem-32`
    // * `n1-highcpu-2`
    // * `n1-highcpu-4`
    // * `n1-highcpu-8`
    // * `n1-highcpu-16`
    // * `n1-highcpu-32`
    //
    // `mls1-c1-m2` is generally available. All other machine types are
    // available
    // in beta. Learn more about the [differences between
    // machine
    // types](/ml-engine/docs/machine-types-online-prediction).
    MachineType string `json:"machineType,omitempty"`

    // ManualScaling: Manually select the number of nodes to use for serving
    // the
    // model. You should generally use `auto_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"`

    // PackageUris: Optional. Cloud Storage paths (`gs://…`) of packages
    // for [custom
    // prediction
    // routines](/ml-engine/docs/tensorflow/custom-prediction-routines)
    // or [scikit-learn pipelines with
    // custom
    // code](/ml-engine/docs/scikit/exporting-for-prediction#custom-pi
    // peline-code).
    //
    // For a custom prediction routine, one of these packages must contain
    // your
    // Predictor class
    // (see
    // [`predictionClass`](#Version.FIELDS.prediction_class)).
    // Additionally,
    // include any dependencies used by your Predictor or scikit-learn
    // pipeline
    // uses that are not already included in your selected
    // [runtime
    // version](/ml-engine/docs/tensorflow/runtime-version-list).
    //
    // I
    // f you specify this field, you must also
    // set
    // [`runtimeVersion`](#Version.FIELDS.runtime_version) to 1.4 or
    // greater.
    PackageUris []string `json:"packageUris,omitempty"`

    // PredictionClass: Optional. The fully qualified
    // name
    // (<var>module_name</var>.<var>class_name</var>) of a class that
    // implements
    // the Predictor interface described in this reference field. The
    // module
    // containing this class should be included in a package provided to
    // the
    // [`packageUris` field](#Version.FIELDS.package_uris).
    //
    // Specify this field if and only if you are deploying a [custom
    // prediction
    // routine
    // (beta)](/ml-engine/docs/tensorflow/custom-prediction-routines).
    // If you specify this field, you must
    // set
    // [`runtimeVersion`](#Version.FIELDS.runtime_version) to 1.4 or greater
    // and
    // you must set `machineType` to a [legacy (MLS1)
    // machine type](/ml-engine/docs/machine-types-online-prediction).
    //
    // The following code sample provides the Predictor interface:
    //
    // <pre style="max-width: 626px;">
    // class Predictor(object):
    // """Interface for constructing custom predictors."""
    //
    // def predict(self, instances, **kwargs):
    //     """Performs custom prediction.
    //
    //     Instances are the decoded values from the request. They have
    // already
    //     been deserialized from JSON.
    //
    //     Args:
    //         instances: A list of prediction input instances.
    //         **kwargs: A dictionary of keyword args provided as
    // additional
    //             fields on the predict request body.
    //
    //     Returns:
    //         A list of outputs containing the prediction results. This
    // list must
    //         be JSON serializable.
    //     """
    //     raise NotImplementedError()
    //
    // @classmethod
    // def from_path(cls, model_dir):
    //     """Creates an instance of Predictor using the given path.
    //
    //     Loading of the predictor should be done in this method.
    //
    //     Args:
    //         model_dir: The local directory that contains the exported
    // model
    //             file along with any additional files uploaded when
    // creating the
    //             version resource.
    //
    //     Returns:
    //         An instance implementing this Predictor class.
    //     """
    //     raise NotImplementedError()
    // </pre>
    //
    // Learn more about [the Predictor interface and custom
    // prediction
    // routines](/ml-engine/docs/tensorflow/custom-prediction-rout
    // ines).
    PredictionClass string `json:"predictionClass,omitempty"`

    // PythonVersion: Required. The version of Python used in
    // prediction.
    //
    // The following Python versions are available:
    //
    // * Python '3.7' is available when `runtime_version` is set to '1.15'
    // or
    //   later.
    // * Python '3.5' is available when `runtime_version` is set to a
    // version
    //   from '1.4' to '1.14'.
    // * Python '2.7' is available when `runtime_version` is set to '1.15'
    // or
    //   earlier.
    //
    // Read more about the Python versions available for [each
    // runtime
    // version](/ml-engine/docs/runtime-version-list).
    PythonVersion string `json:"pythonVersion,omitempty"`

    // RequestLoggingConfig: Optional. *Only* specify this field in
    // a
    // projects.models.versions.patch
    // request. Specifying it in a
    // projects.models.versions.create
    // request has no effect.
    //
    // Configures the request-response pair logging on predictions from
    // this
    // Version.
    RequestLoggingConfig *GoogleCloudMlV1__RequestLoggingConfig `json:"requestLoggingConfig,omitempty"`

    // RuntimeVersion: Required. The AI Platform runtime version to use for
    // this deployment.
    //
    // For more information, see the
    // [runtime version list](/ml-engine/docs/runtime-version-list) and
    // [how to manage runtime versions](/ml-engine/docs/versioning).
    RuntimeVersion string `json:"runtimeVersion,omitempty"`

    // ServiceAccount: Optional. Specifies the service account for resource
    // access control.
    ServiceAccount string `json:"serviceAccount,omitempty"`

    // State: Output only. The state of a version.
    //
    // Possible values:
    //   "UNKNOWN" - The version state is unspecified.
    //   "READY" - The version is ready for prediction.
    //   "CREATING" - The version is being created. New UpdateVersion and
    // DeleteVersion
    // requests will fail if a version is in the CREATING state.
    //   "FAILED" - The version failed to be created, possibly
    // cancelled.
    // `error_message` should contain the details of the failure.
    //   "DELETING" - The version is being deleted. New UpdateVersion and
    // DeleteVersion
    // requests will fail if a version is in the DELETING state.
    //   "UPDATING" - The version is being updated. New UpdateVersion and
    // DeleteVersion
    // requests will fail if a version is in the UPDATING state.
    State string `json:"state,omitempty"`

    // ServerResponse contains the HTTP response code and headers from the
    // server.
    googleapi.ServerResponse `json:"-"`

    // ForceSendFields is a list of field names (e.g. "AcceleratorConfig")
    // 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. "AcceleratorConfig") 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:"-"`
}

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.

func (*GoogleCloudMlV1__Version) MarshalJSON Uses

func (s *GoogleCloudMlV1__Version) MarshalJSON() ([]byte, error)

type GoogleCloudMlV1__XraiAttribution Uses

type GoogleCloudMlV1__XraiAttribution struct {
    // NumIntegralSteps: Number of steps for approximating the path
    // integral.
    // A good value to start is 50 and gradually increase until the
    // sum to diff property is met within the desired error range.
    NumIntegralSteps int64 `json:"numIntegralSteps,omitempty"`

    // ForceSendFields is a list of field names (e.g. "NumIntegralSteps") 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. "NumIntegralSteps") 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:"-"`
}

GoogleCloudMlV1__XraiAttribution: Attributes credit by computing the XRAI taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1906.02825 Currently only implemented for models with natural image inputs.

func (*GoogleCloudMlV1__XraiAttribution) MarshalJSON Uses

func (s *GoogleCloudMlV1__XraiAttribution) MarshalJSON() ([]byte, error)

type GoogleIamV1__AuditConfig Uses

type GoogleIamV1__AuditConfig struct {
    // AuditLogConfigs: The configuration for logging of each type of
    // permission.
    AuditLogConfigs []*GoogleIamV1__AuditLogConfig `json:"auditLogConfigs,omitempty"`

    // Service: Specifies a service that will be enabled for audit
    // logging.
    // For example, `storage.googleapis.com`,
    // `cloudsql.googleapis.com`.
    // `allServices` is a special value that covers all services.
    Service string `json:"service,omitempty"`

    // ForceSendFields is a list of field names (e.g. "AuditLogConfigs") 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. "AuditLogConfigs") 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:"-"`
}

GoogleIamV1__AuditConfig: Specifies the audit configuration for a service. The configuration determines which permission types are logged, and what identities, if any, are exempted from logging. An AuditConfig must have one or more AuditLogConfigs.

If there are AuditConfigs for both `allServices` and a specific service, the union of the two AuditConfigs is used for that service: the log_types specified in each AuditConfig are enabled, and the exempted_members in each AuditLogConfig are exempted.

Example Policy with multiple AuditConfigs:

{
  "audit_configs": [
    {
      "service": "allServices",
      "audit_log_configs": [
        {
          "log_type": "DATA_READ",
          "exempted_members": [
            "user:jose@example.com"
          ]
        },
        {
          "log_type": "DATA_WRITE"
        },
        {
          "log_type": "ADMIN_READ"
        }
      ]
    },
    {
      "service": "sampleservice.googleapis.com",
      "audit_log_configs": [
        {
          "log_type": "DATA_READ"
        },
        {
          "log_type": "DATA_WRITE",
          "exempted_members": [
            "user:aliya@example.com"
          ]
        }
      ]
    }
  ]
}

For sampleservice, this policy enables DATA_READ, DATA_WRITE and ADMIN_READ logging. It also exempts jose@example.com from DATA_READ logging, and aliya@example.com from DATA_WRITE logging.

func (*GoogleIamV1__AuditConfig) MarshalJSON Uses

func (s *GoogleIamV1__AuditConfig) MarshalJSON() ([]byte, error)

type GoogleIamV1__AuditLogConfig Uses

type GoogleIamV1__AuditLogConfig struct {
    // ExemptedMembers: Specifies the identities that do not cause logging
    // for this type of
    // permission.
    // Follows the same format of Binding.members.
    ExemptedMembers []string `json:"exemptedMembers,omitempty"`

    // LogType: The log type that this config enables.
    //
    // Possible values:
    //   "LOG_TYPE_UNSPECIFIED" - Default case. Should never be this.
    //   "ADMIN_READ" - Admin reads. Example: CloudIAM getIamPolicy
    //   "DATA_WRITE" - Data writes. Example: CloudSQL Users create
    //   "DATA_READ" - Data reads. Example: CloudSQL Users list
    LogType string `json:"logType,omitempty"`

    // ForceSendFields is a list of field names (e.g. "ExemptedMembers") 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. "ExemptedMembers") 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:"-"`
}

GoogleIamV1__AuditLogConfig: Provides the configuration for logging a type of permissions. Example:

{
  "audit_log_configs": [
    {
      "log_type": "DATA_READ",
      "exempted_members": [
        "user:jose@example.com"
      ]
    },
    {
      "log_type": "DATA_WRITE"
    }
  ]
}

This enables 'DATA_READ' and 'DATA_WRITE' logging, while exempting jose@example.com from DATA_READ logging.

func (*GoogleIamV1__AuditLogConfig) MarshalJSON Uses

func (s *GoogleIamV1__AuditLogConfig) MarshalJSON() ([]byte, error)

type GoogleIamV1__Binding Uses

type GoogleIamV1__Binding struct {
    // Condition: The condition that is associated with this binding.
    //
    // If the condition evaluates to `true`, then this binding applies to
    // the
    // current request.
    //
    // If the condition evaluates to `false`, then this binding does not
    // apply to
    // the current request. However, a different role binding might grant
    // the same
    // role to one or more of the members in this binding.
    //
    // To learn which resources support conditions in their IAM policies,
    // see
    // the
    // [IAM
    // documentation](https://cloud.google.com/iam/help/conditions/r
    // esource-policies).
    Condition *GoogleType__Expr `json:"condition,omitempty"`

    // Members: Specifies the identities requesting access for a Cloud
    // Platform resource.
    // `members` can have the following values:
    //
    // * `allUsers`: A special identifier that represents anyone who is
    //    on the internet; with or without a Google account.
    //
    // * `allAuthenticatedUsers`: A special identifier that represents
    // anyone
    //    who is authenticated with a Google account or a service
    // account.
    //
    // * `user:{emailid}`: An email address that represents a specific
    // Google
    //    account. For example, `alice@example.com` .
    //
    //
    // * `serviceAccount:{emailid}`: An email address that represents a
    // service
    //    account. For example,
    // `my-other-app@appspot.gserviceaccount.com`.
    //
    // * `group:{emailid}`: An email address that represents a Google
    // group.
    //    For example, `admins@example.com`.
    //
    // * `deleted:user:{emailid}?uid={uniqueid}`: An email address (plus
    // unique
    //    identifier) representing a user that has been recently deleted.
    // For
    //    example, `alice@example.com?uid=123456789012345678901`. If the
    // user is
    //    recovered, this value reverts to `user:{emailid}` and the
    // recovered user
    //    retains the role in the binding.
    //
    // * `deleted:serviceAccount:{emailid}?uid={uniqueid}`: An email address
    // (plus
    //    unique identifier) representing a service account that has been
    // recently
    //    deleted. For example,
    //
    // `my-other-app@appspot.gserviceaccount.com?uid=123456789012345678901`.
    //
    //    If the service account is undeleted, this value reverts to
    //    `serviceAccount:{emailid}` and the undeleted service account
    // retains the
    //    role in the binding.
    //
    // * `deleted:group:{emailid}?uid={uniqueid}`: An email address (plus
    // unique
    //    identifier) representing a Google group that has been recently
    //    deleted. For example,
    // `admins@example.com?uid=123456789012345678901`. If
    //    the group is recovered, this value reverts to `group:{emailid}`
    // and the
    //    recovered group retains the role in the binding.
    //
    //
    // * `domain:{domain}`: The G Suite domain (primary) that represents all
    // the
    //    users of that domain. For example, `google.com` or
    // `example.com`.
    //
    //
    Members []string `json:"members,omitempty"`

    // Role: Role that is assigned to `members`.
    // For example, `roles/viewer`, `roles/editor`, or `roles/owner`.
    Role string `json:"role,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Condition") 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. "Condition") 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:"-"`
}

GoogleIamV1__Binding: Associates `members` with a `role`.

func (*GoogleIamV1__Binding) MarshalJSON Uses

func (s *GoogleIamV1__Binding) MarshalJSON() ([]byte, error)

type GoogleIamV1__Policy Uses

type GoogleIamV1__Policy struct {
    // AuditConfigs: Specifies cloud audit logging configuration for this
    // policy.
    AuditConfigs []*GoogleIamV1__AuditConfig `json:"auditConfigs,omitempty"`

    // Bindings: Associates a list of `members` to a `role`. Optionally, may
    // specify a
    // `condition` that determines how and when the `bindings` are applied.
    // Each
    // of the `bindings` must contain at least one member.
    Bindings []*GoogleIamV1__Binding `json:"bindings,omitempty"`

    // Etag: `etag` is used for optimistic concurrency control as a way to
    // help
    // prevent simultaneous updates of a policy from overwriting each
    // other.
    // It is strongly suggested that systems make use of the `etag` in
    // the
    // read-modify-write cycle to perform policy updates in order to avoid
    // race
    // conditions: An `etag` is returned in the response to `getIamPolicy`,
    // and
    // systems are expected to put that etag in the request to
    // `setIamPolicy` to
    // ensure that their change will be applied to the same version of the
    // policy.
    //
    // **Important:** If you use IAM Conditions, you must include the `etag`
    // field
    // whenever you call `setIamPolicy`. If you omit this field, then IAM
    // allows
    // you to overwrite a version `3` policy with a version `1` policy, and
    // all of
    // the conditions in the version `3` policy are lost.
    Etag string `json:"etag,omitempty"`

    // Version: Specifies the format of the policy.
    //
    // Valid values are `0`, `1`, and `3`. Requests that specify an invalid
    // value
    // are rejected.
    //
    // Any operation that affects conditional role bindings must specify
    // version
    // `3`. This requirement applies to the following operations:
    //
    // * Getting a policy that includes a conditional role binding
    // * Adding a conditional role binding to a policy
    // * Changing a conditional role binding in a policy
    // * Removing any role binding, with or without a condition, from a
    // policy
    //   that includes conditions
    //
    // **Important:** If you use IAM Conditions, you must include the `etag`
    // field
    // whenever you call `setIamPolicy`. If you omit this field, then IAM
    // allows
    // you to overwrite a version `3` policy with a version `1` policy, and
    // all of
    // the conditions in the version `3` policy are lost.
    //
    // If a policy does not include any conditions, operations on that
    // policy may
    // specify any valid version or leave the field unset.
    //
    // To learn which resources support conditions in their IAM policies,
    // see the
    // [IAM
    // documentation](https://cloud.google.com/iam/help/conditions/resource-p
    // olicies).
    Version int64 `json:"version,omitempty"`

    // ServerResponse contains the HTTP response code and headers from the
    // server.
    googleapi.ServerResponse `json:"-"`

    // ForceSendFields is a list of field names (e.g. "AuditConfigs") 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. "AuditConfigs") 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:"-"`
}

GoogleIamV1__Policy: An Identity and Access Management (IAM) policy, which specifies access controls for Google Cloud resources.

A `Policy` is a collection of `bindings`. A `binding` binds one or more `members` to a single `role`. Members can be user accounts, service accounts, Google groups, and domains (such as G Suite). A `role` is a named list of permissions; each `role` can be an IAM predefined role or a user-created custom role.

For some types of Google Cloud resources, a `binding` can also specify a `condition`, which is a logical expression that allows access to a resource only if the expression evaluates to `true`. A condition can add constraints based on attributes of the request, the resource, or both. To learn which resources support conditions in their IAM policies, see the [IAM documentation](https://cloud.google.com/iam/help/conditions/resource-p olicies).

**JSON example:**

{
  "bindings": [
    {
      "role": "roles/resourcemanager.organizationAdmin",
      "members": [
        "user:mike@example.com",
        "group:admins@example.com",
        "domain:google.com",

"serviceAccount:my-project-id@appspot.gserviceaccount.com"

  ]
},
{
  "role": "roles/resourcemanager.organizationViewer",
  "members": [
    "user:eve@example.com"
  ],
  "condition": {
    "title": "expirable access",
    "description": "Does not grant access after Sep 2020",
    "expression": "request.time <

timestamp('2020-10-01T00:00:00.000Z')",

      }
    }
  ],
  "etag": "BwWWja0YfJA=",
  "version": 3
}

**YAML example:**

bindings:
- members:
  - user:mike@example.com
  - group:admins@example.com
  - domain:google.com
  - serviceAccount:my-project-id@appspot.gserviceaccount.com
  role: roles/resourcemanager.organizationAdmin
- members:
  - user:eve@example.com
  role: roles/resourcemanager.organizationViewer
  condition:
    title: expirable access
    description: Does not grant access after Sep 2020
    expression: request.time <

timestamp('2020-10-01T00:00:00.000Z')

- etag: BwWWja0YfJA=
- version: 3

For a description of IAM and its features, see the [IAM documentation](https://cloud.google.com/iam/docs/).

func (*GoogleIamV1__Policy) MarshalJSON Uses

func (s *GoogleIamV1__Policy) MarshalJSON() ([]byte, error)

type GoogleIamV1__SetIamPolicyRequest Uses

type GoogleIamV1__SetIamPolicyRequest struct {
    // Policy: REQUIRED: The complete policy to be applied to the
    // `resource`. The size of
    // the policy is limited to a few 10s of KB. An empty policy is a
    // valid policy but certain Cloud Platform services (such as
    // Projects)
    // might reject them.
    Policy *GoogleIamV1__Policy `json:"policy,omitempty"`

    // UpdateMask: OPTIONAL: A FieldMask specifying which fields of the
    // policy to modify. Only
    // the fields in the mask will be modified. If no mask is provided,
    // the
    // following default mask is used:
    //
    // `paths: "bindings, etag"
    UpdateMask string `json:"updateMask,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Policy") 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. "Policy") 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:"-"`
}

GoogleIamV1__SetIamPolicyRequest: Request message for `SetIamPolicy` method.

func (*GoogleIamV1__SetIamPolicyRequest) MarshalJSON Uses

func (s *GoogleIamV1__SetIamPolicyRequest) MarshalJSON() ([]byte, error)

type GoogleIamV1__TestIamPermissionsRequest Uses

type GoogleIamV1__TestIamPermissionsRequest struct {
    // Permissions: The set of permissions to check for the `resource`.
    // Permissions with
    // wildcards (such as '*' or 'storage.*') are not allowed. For
    // more
    // information see
    // [IAM
    // Overview](https://cloud.google.com/iam/docs/overview#permissions).
    Permissions []string `json:"permissions,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Permissions") 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. "Permissions") 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:"-"`
}

GoogleIamV1__TestIamPermissionsRequest: Request message for `TestIamPermissions` method.

func (*GoogleIamV1__TestIamPermissionsRequest) MarshalJSON Uses

func (s *GoogleIamV1__TestIamPermissionsRequest) MarshalJSON() ([]byte, error)

type GoogleIamV1__TestIamPermissionsResponse Uses

type GoogleIamV1__TestIamPermissionsResponse struct {
    // Permissions: A subset of `TestPermissionsRequest.permissions` that
    // the caller is
    // allowed.
    Permissions []string `json:"permissions,omitempty"`

    // ServerResponse contains the HTTP response code and headers from the
    // server.
    googleapi.ServerResponse `json:"-"`

    // ForceSendFields is a list of field names (e.g. "Permissions") 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. "Permissions") 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:"-"`
}

GoogleIamV1__TestIamPermissionsResponse: Response message for `TestIamPermissions` method.

func (*GoogleIamV1__TestIamPermissionsResponse) MarshalJSON Uses

func (s *GoogleIamV1__TestIamPermissionsResponse) MarshalJSON() ([]byte, error)

type GoogleLongrunning__ListOperationsResponse Uses

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:"-"`
}

GoogleLongrunning__ListOperationsResponse: The response message for Operations.ListOperations.

func (*GoogleLongrunning__ListOperationsResponse) MarshalJSON Uses

func (s *GoogleLongrunning__ListOperationsResponse) MarshalJSON() ([]byte, error)

type GoogleLongrunning__Operation Uses

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 be a resource name ending with
    // `operations/{unique_id}`.
    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:"-"`
}

GoogleLongrunning__Operation: This resource represents a long-running operation that is the result of a network API call.

func (*GoogleLongrunning__Operation) MarshalJSON Uses

func (s *GoogleLongrunning__Operation) MarshalJSON() ([]byte, error)

type GoogleProtobuf__Empty Uses

type GoogleProtobuf__Empty struct {
    // ServerResponse contains the HTTP response code and headers from the
    // server.
    googleapi.ServerResponse `json:"-"`
}

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 GoogleRpc__Status Uses

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 is 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:"-"`
}

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). Each `Status` message contains three pieces of data: error code, error message, and error details.

You can find out more about this error model and how to work with it in the [API Design Guide](https://cloud.google.com/apis/design/errors).

func (*GoogleRpc__Status) MarshalJSON Uses

func (s *GoogleRpc__Status) MarshalJSON() ([]byte, error)

type GoogleType__Expr Uses

type GoogleType__Expr struct {
    // Description: Optional. Description of the expression. This is a
    // longer text which
    // describes the expression, e.g. when hovered over it in a UI.
    Description string `json:"description,omitempty"`

    // Expression: Textual representation of an expression in Common
    // Expression Language
    // syntax.
    Expression string `json:"expression,omitempty"`

    // Location: Optional. String indicating the location of the expression
    // for error
    // reporting, e.g. a file name and a position in the file.
    Location string `json:"location,omitempty"`

    // Title: Optional. Title for the expression, i.e. a short string
    // describing
    // its purpose. This can be used e.g. in UIs which allow to enter
    // the
    // expression.
    Title string `json:"title,omitempty"`

    // ForceSendFields is a list of field names (e.g. "Description") 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. "Description") 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:"-"`
}

GoogleType__Expr: Represents a textual expression in the Common Expression Language (CEL) syntax. CEL is a C-like expression language. The syntax and semantics of CEL are documented at https://github.com/google/cel-spec.

Example (Comparison):

title: "Summary size limit"
description: "Determines if a summary is less than 100 chars"
expression: "document.summary.size() < 100"

Example (Equality):

title: "Requestor is owner"
description: "Determines if requestor is the document owner"
expression: "document.owner ==

request.auth.claims.email"

Example (Logic):

title: "Public documents"
description: "Determine whether the document should be publicly

visible"

expression: "document.type != 'private' && document.type !=

'internal'"

Example (Data Manipulation):

title: "Notification string"
description: "Create a notification string with a timestamp."
expression: "'New message received at ' +

string(document.create_time)"

The exact variables and functions that may be referenced within an expression are determined by the service that evaluates it. See the service documentation for additional information.

func (*GoogleType__Expr) MarshalJSON Uses

func (s *GoogleType__Expr) MarshalJSON() ([]byte, error)

type ProjectsExplainCall Uses

type ProjectsExplainCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsExplainCall) Context Uses

func (c *ProjectsExplainCall) Context(ctx context.Context) *ProjectsExplainCall

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 (*ProjectsExplainCall) Do Uses

func (c *ProjectsExplainCall) Do(opts ...googleapi.CallOption) (*GoogleApi__HttpBody, error)

Do executes the "ml.projects.explain" 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 (*ProjectsExplainCall) Fields Uses

func (c *ProjectsExplainCall) Fields(s ...googleapi.Field) *ProjectsExplainCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsExplainCall) Header Uses

func (c *ProjectsExplainCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsGetConfigCall Uses

type ProjectsGetConfigCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsGetConfigCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

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 Uses

type ProjectsJobsCancelCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsJobsCancelCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

type ProjectsJobsCreateCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsJobsCreateCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

type ProjectsJobsGetCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsJobsGetCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

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 ProjectsJobsGetIamPolicyCall Uses

type ProjectsJobsGetIamPolicyCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsJobsGetIamPolicyCall) Context Uses

func (c *ProjectsJobsGetIamPolicyCall) Context(ctx context.Context) *ProjectsJobsGetIamPolicyCall

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 (*ProjectsJobsGetIamPolicyCall) Do Uses

func (c *ProjectsJobsGetIamPolicyCall) Do(opts ...googleapi.CallOption) (*GoogleIamV1__Policy, error)

Do executes the "ml.projects.jobs.getIamPolicy" call. Exactly one of *GoogleIamV1__Policy or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleIamV1__Policy.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 (*ProjectsJobsGetIamPolicyCall) Fields Uses

func (c *ProjectsJobsGetIamPolicyCall) Fields(s ...googleapi.Field) *ProjectsJobsGetIamPolicyCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsJobsGetIamPolicyCall) Header Uses

func (c *ProjectsJobsGetIamPolicyCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsJobsGetIamPolicyCall) IfNoneMatch Uses

func (c *ProjectsJobsGetIamPolicyCall) IfNoneMatch(entityTag string) *ProjectsJobsGetIamPolicyCall

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 (*ProjectsJobsGetIamPolicyCall) OptionsRequestedPolicyVersion Uses

func (c *ProjectsJobsGetIamPolicyCall) OptionsRequestedPolicyVersion(optionsRequestedPolicyVersion int64) *ProjectsJobsGetIamPolicyCall

OptionsRequestedPolicyVersion sets the optional parameter "options.requestedPolicyVersion": The policy format version to be returned.

Valid values are 0, 1, and 3. Requests specifying an invalid value will be rejected.

Requests for policies with any conditional bindings must specify version 3. Policies without any conditional bindings may specify any valid value or leave the field unset.

To learn which resources support conditions in their IAM policies, see the [IAM documentation](https://cloud.google.com/iam/help/conditions/r esource-policies).

type ProjectsJobsListCall Uses

type ProjectsJobsListCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsJobsListCall) Context Uses

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 Uses

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 Uses

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 Uses

func (c *ProjectsJobsListCall) Filter(filter string) *ProjectsJobsListCall

Filter sets the optional parameter "filter": Specifies the subset of jobs to retrieve. You can filter on the value of one or more attributes of the job object. For example, retrieve jobs with a job identifier that starts with 'census': <p><code>gcloud ai-platform jobs list --filter='jobId:census*'</code> <p>List all failed jobs with names that start with 'rnn': <p><code>gcloud ai-platform jobs list --filter='jobId:rnn* AND state:FAILED'</code> <p>For more examples, see the guide to <a href="/ml-engine/docs/tensorflow/monitor-training">monitoring jobs</a>.

func (*ProjectsJobsListCall) Header Uses

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 Uses

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 Uses

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 Uses

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 Uses

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 ProjectsJobsPatchCall Uses

type ProjectsJobsPatchCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsJobsPatchCall) Context Uses

func (c *ProjectsJobsPatchCall) Context(ctx context.Context) *ProjectsJobsPatchCall

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 (*ProjectsJobsPatchCall) Do Uses

func (c *ProjectsJobsPatchCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Job, error)

Do executes the "ml.projects.jobs.patch" 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 (*ProjectsJobsPatchCall) Fields Uses

func (c *ProjectsJobsPatchCall) Fields(s ...googleapi.Field) *ProjectsJobsPatchCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsJobsPatchCall) Header Uses

func (c *ProjectsJobsPatchCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsJobsPatchCall) UpdateMask Uses

func (c *ProjectsJobsPatchCall) UpdateMask(updateMask string) *ProjectsJobsPatchCall

UpdateMask sets the optional parameter "updateMask": Required. Specifies the path, relative to `Job`, of the field to update. To adopt etag mechanism, include `etag` field in the mask, and include the `etag` value in your job resource.

For example, to change the labels of a job, the `update_mask` parameter would be specified as `labels`, `etag`, and the `PATCH` request body would specify the new value, as follows:

{
  "labels": {
     "owner": "Google",
     "color": "Blue"
  }
  "etag": "33a64df551425fcc55e4d42a148795d9f25f89d4"
}

If `etag` matches the one on the server, the labels of the job will be replaced with the given ones, and the server end `etag` will be recalculated.

Currently the only supported update masks are `labels` and `etag`.

type ProjectsJobsService Uses

type ProjectsJobsService struct {
    // contains filtered or unexported fields
}

func NewProjectsJobsService Uses

func NewProjectsJobsService(s *Service) *ProjectsJobsService

func (*ProjectsJobsService) Cancel Uses

func (r *ProjectsJobsService) Cancel(name string, googlecloudmlv1__canceljobrequest *GoogleCloudMlV1__CancelJobRequest) *ProjectsJobsCancelCall

Cancel: Cancels a running job.

func (*ProjectsJobsService) Create Uses

func (r *ProjectsJobsService) Create(parent string, googlecloudmlv1__job *GoogleCloudMlV1__Job) *ProjectsJobsCreateCall

Create: Creates a training or a batch prediction job.

func (*ProjectsJobsService) Get Uses

func (r *ProjectsJobsService) Get(name string) *ProjectsJobsGetCall

Get: Describes a job.

func (*ProjectsJobsService) GetIamPolicy Uses

func (r *ProjectsJobsService) GetIamPolicy(resource string) *ProjectsJobsGetIamPolicyCall

GetIamPolicy: Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

func (*ProjectsJobsService) List Uses

func (r *ProjectsJobsService) List(parent string) *ProjectsJobsListCall

List: Lists the jobs in the project.

If there are no jobs that match the request parameters, the list request returns an empty response body: {}.

func (*ProjectsJobsService) Patch Uses

func (r *ProjectsJobsService) Patch(name string, googlecloudmlv1__job *GoogleCloudMlV1__Job) *ProjectsJobsPatchCall

Patch: Updates a specific job resource.

Currently the only supported fields to update are `labels`.

func (*ProjectsJobsService) SetIamPolicy Uses

func (r *ProjectsJobsService) SetIamPolicy(resource string, googleiamv1__setiampolicyrequest *GoogleIamV1__SetIamPolicyRequest) *ProjectsJobsSetIamPolicyCall

SetIamPolicy: Sets the access control policy on the specified resource. Replaces any existing policy.

Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED` errors.

func (*ProjectsJobsService) TestIamPermissions Uses

func (r *ProjectsJobsService) TestIamPermissions(resource string, googleiamv1__testiampermissionsrequest *GoogleIamV1__TestIamPermissionsRequest) *ProjectsJobsTestIamPermissionsCall

TestIamPermissions: Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a `NOT_FOUND` error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.

type ProjectsJobsSetIamPolicyCall Uses

type ProjectsJobsSetIamPolicyCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsJobsSetIamPolicyCall) Context Uses

func (c *ProjectsJobsSetIamPolicyCall) Context(ctx context.Context) *ProjectsJobsSetIamPolicyCall

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 (*ProjectsJobsSetIamPolicyCall) Do Uses

func (c *ProjectsJobsSetIamPolicyCall) Do(opts ...googleapi.CallOption) (*GoogleIamV1__Policy, error)

Do executes the "ml.projects.jobs.setIamPolicy" call. Exactly one of *GoogleIamV1__Policy or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleIamV1__Policy.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 (*ProjectsJobsSetIamPolicyCall) Fields Uses

func (c *ProjectsJobsSetIamPolicyCall) Fields(s ...googleapi.Field) *ProjectsJobsSetIamPolicyCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsJobsSetIamPolicyCall) Header Uses

func (c *ProjectsJobsSetIamPolicyCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsJobsTestIamPermissionsCall Uses

type ProjectsJobsTestIamPermissionsCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsJobsTestIamPermissionsCall) Context Uses

func (c *ProjectsJobsTestIamPermissionsCall) Context(ctx context.Context) *ProjectsJobsTestIamPermissionsCall

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 (*ProjectsJobsTestIamPermissionsCall) Do Uses

func (c *ProjectsJobsTestIamPermissionsCall) Do(opts ...googleapi.CallOption) (*GoogleIamV1__TestIamPermissionsResponse, error)

Do executes the "ml.projects.jobs.testIamPermissions" call. Exactly one of *GoogleIamV1__TestIamPermissionsResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleIamV1__TestIamPermissionsResponse.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 (*ProjectsJobsTestIamPermissionsCall) Fields Uses

func (c *ProjectsJobsTestIamPermissionsCall) Fields(s ...googleapi.Field) *ProjectsJobsTestIamPermissionsCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsJobsTestIamPermissionsCall) Header Uses

func (c *ProjectsJobsTestIamPermissionsCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsLocationsGetCall Uses

type ProjectsLocationsGetCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsGetCall) Context Uses

func (c *ProjectsLocationsGetCall) Context(ctx context.Context) *ProjectsLocationsGetCall

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 (*ProjectsLocationsGetCall) Do Uses

func (c *ProjectsLocationsGetCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Location, error)

Do executes the "ml.projects.locations.get" call. Exactly one of *GoogleCloudMlV1__Location or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Location.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 (*ProjectsLocationsGetCall) Fields Uses

func (c *ProjectsLocationsGetCall) Fields(s ...googleapi.Field) *ProjectsLocationsGetCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsGetCall) Header Uses

func (c *ProjectsLocationsGetCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsLocationsGetCall) IfNoneMatch Uses

func (c *ProjectsLocationsGetCall) IfNoneMatch(entityTag string) *ProjectsLocationsGetCall

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 ProjectsLocationsListCall Uses

type ProjectsLocationsListCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsListCall) Context Uses

func (c *ProjectsLocationsListCall) Context(ctx context.Context) *ProjectsLocationsListCall

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 (*ProjectsLocationsListCall) Do Uses

func (c *ProjectsLocationsListCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__ListLocationsResponse, error)

Do executes the "ml.projects.locations.list" call. Exactly one of *GoogleCloudMlV1__ListLocationsResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__ListLocationsResponse.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 (*ProjectsLocationsListCall) Fields Uses

func (c *ProjectsLocationsListCall) Fields(s ...googleapi.Field) *ProjectsLocationsListCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsListCall) Header Uses

func (c *ProjectsLocationsListCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsLocationsListCall) IfNoneMatch Uses

func (c *ProjectsLocationsListCall) IfNoneMatch(entityTag string) *ProjectsLocationsListCall

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 (*ProjectsLocationsListCall) PageSize Uses

func (c *ProjectsLocationsListCall) PageSize(pageSize int64) *ProjectsLocationsListCall

PageSize sets the optional parameter "pageSize": The number of locations 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 (*ProjectsLocationsListCall) PageToken Uses

func (c *ProjectsLocationsListCall) PageToken(pageToken string) *ProjectsLocationsListCall

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 (*ProjectsLocationsListCall) Pages Uses

func (c *ProjectsLocationsListCall) Pages(ctx context.Context, f func(*GoogleCloudMlV1__ListLocationsResponse) 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 ProjectsLocationsOperationsCancelCall Uses

type ProjectsLocationsOperationsCancelCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsOperationsCancelCall) Context Uses

func (c *ProjectsLocationsOperationsCancelCall) Context(ctx context.Context) *ProjectsLocationsOperationsCancelCall

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 (*ProjectsLocationsOperationsCancelCall) Do Uses

func (c *ProjectsLocationsOperationsCancelCall) Do(opts ...googleapi.CallOption) (*GoogleProtobuf__Empty, error)

Do executes the "ml.projects.locations.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 (*ProjectsLocationsOperationsCancelCall) Fields Uses

func (c *ProjectsLocationsOperationsCancelCall) Fields(s ...googleapi.Field) *ProjectsLocationsOperationsCancelCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsOperationsCancelCall) Header Uses

func (c *ProjectsLocationsOperationsCancelCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsLocationsOperationsGetCall Uses

type ProjectsLocationsOperationsGetCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsOperationsGetCall) Context Uses

func (c *ProjectsLocationsOperationsGetCall) Context(ctx context.Context) *ProjectsLocationsOperationsGetCall

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 (*ProjectsLocationsOperationsGetCall) Do Uses

func (c *ProjectsLocationsOperationsGetCall) Do(opts ...googleapi.CallOption) (*GoogleLongrunning__Operation, error)

Do executes the "ml.projects.locations.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 (*ProjectsLocationsOperationsGetCall) Fields Uses

func (c *ProjectsLocationsOperationsGetCall) Fields(s ...googleapi.Field) *ProjectsLocationsOperationsGetCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsOperationsGetCall) Header Uses

func (c *ProjectsLocationsOperationsGetCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsLocationsOperationsGetCall) IfNoneMatch Uses

func (c *ProjectsLocationsOperationsGetCall) IfNoneMatch(entityTag string) *ProjectsLocationsOperationsGetCall

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 ProjectsLocationsOperationsService Uses

type ProjectsLocationsOperationsService struct {
    // contains filtered or unexported fields
}

func NewProjectsLocationsOperationsService Uses

func NewProjectsLocationsOperationsService(s *Service) *ProjectsLocationsOperationsService

func (*ProjectsLocationsOperationsService) Cancel Uses

func (r *ProjectsLocationsOperationsService) Cancel(name string) *ProjectsLocationsOperationsCancelCall

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 (*ProjectsLocationsOperationsService) Get Uses

func (r *ProjectsLocationsOperationsService) Get(name string) *ProjectsLocationsOperationsGetCall

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.

type ProjectsLocationsService Uses

type ProjectsLocationsService struct {
    Operations *ProjectsLocationsOperationsService

    Studies *ProjectsLocationsStudiesService
    // contains filtered or unexported fields
}

func NewProjectsLocationsService Uses

func NewProjectsLocationsService(s *Service) *ProjectsLocationsService

func (*ProjectsLocationsService) Get Uses

func (r *ProjectsLocationsService) Get(name string) *ProjectsLocationsGetCall

Get: Get the complete list of CMLE capabilities in a location, along with their location-specific properties.

func (*ProjectsLocationsService) List Uses

func (r *ProjectsLocationsService) List(parent string) *ProjectsLocationsListCall

List: List all locations that provides at least one type of CMLE capability.

type ProjectsLocationsStudiesCreateCall Uses

type ProjectsLocationsStudiesCreateCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesCreateCall) Context Uses

func (c *ProjectsLocationsStudiesCreateCall) Context(ctx context.Context) *ProjectsLocationsStudiesCreateCall

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 (*ProjectsLocationsStudiesCreateCall) Do Uses

func (c *ProjectsLocationsStudiesCreateCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Study, error)

Do executes the "ml.projects.locations.studies.create" call. Exactly one of *GoogleCloudMlV1__Study or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Study.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 (*ProjectsLocationsStudiesCreateCall) Fields Uses

func (c *ProjectsLocationsStudiesCreateCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesCreateCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesCreateCall) Header Uses

func (c *ProjectsLocationsStudiesCreateCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsLocationsStudiesCreateCall) StudyId Uses

func (c *ProjectsLocationsStudiesCreateCall) StudyId(studyId string) *ProjectsLocationsStudiesCreateCall

StudyId sets the optional parameter "studyId": Required. The ID to use for the study, which will become the final component of the study's resource name.

type ProjectsLocationsStudiesDeleteCall Uses

type ProjectsLocationsStudiesDeleteCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesDeleteCall) Context Uses

func (c *ProjectsLocationsStudiesDeleteCall) Context(ctx context.Context) *ProjectsLocationsStudiesDeleteCall

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 (*ProjectsLocationsStudiesDeleteCall) Do Uses

func (c *ProjectsLocationsStudiesDeleteCall) Do(opts ...googleapi.CallOption) (*GoogleProtobuf__Empty, error)

Do executes the "ml.projects.locations.studies.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 (*ProjectsLocationsStudiesDeleteCall) Fields Uses

func (c *ProjectsLocationsStudiesDeleteCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesDeleteCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesDeleteCall) Header Uses

func (c *ProjectsLocationsStudiesDeleteCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsLocationsStudiesGetCall Uses

type ProjectsLocationsStudiesGetCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesGetCall) Context Uses

func (c *ProjectsLocationsStudiesGetCall) Context(ctx context.Context) *ProjectsLocationsStudiesGetCall

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 (*ProjectsLocationsStudiesGetCall) Do Uses

func (c *ProjectsLocationsStudiesGetCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Study, error)

Do executes the "ml.projects.locations.studies.get" call. Exactly one of *GoogleCloudMlV1__Study or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Study.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 (*ProjectsLocationsStudiesGetCall) Fields Uses

func (c *ProjectsLocationsStudiesGetCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesGetCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesGetCall) Header Uses

func (c *ProjectsLocationsStudiesGetCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsLocationsStudiesGetCall) IfNoneMatch Uses

func (c *ProjectsLocationsStudiesGetCall) IfNoneMatch(entityTag string) *ProjectsLocationsStudiesGetCall

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 ProjectsLocationsStudiesListCall Uses

type ProjectsLocationsStudiesListCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesListCall) Context Uses

func (c *ProjectsLocationsStudiesListCall) Context(ctx context.Context) *ProjectsLocationsStudiesListCall

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 (*ProjectsLocationsStudiesListCall) Do Uses

func (c *ProjectsLocationsStudiesListCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__ListStudiesResponse, error)

Do executes the "ml.projects.locations.studies.list" call. Exactly one of *GoogleCloudMlV1__ListStudiesResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__ListStudiesResponse.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 (*ProjectsLocationsStudiesListCall) Fields Uses

func (c *ProjectsLocationsStudiesListCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesListCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesListCall) Header Uses

func (c *ProjectsLocationsStudiesListCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsLocationsStudiesListCall) IfNoneMatch Uses

func (c *ProjectsLocationsStudiesListCall) IfNoneMatch(entityTag string) *ProjectsLocationsStudiesListCall

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 ProjectsLocationsStudiesService Uses

type ProjectsLocationsStudiesService struct {
    Trials *ProjectsLocationsStudiesTrialsService
    // contains filtered or unexported fields
}

func NewProjectsLocationsStudiesService Uses

func NewProjectsLocationsStudiesService(s *Service) *ProjectsLocationsStudiesService

func (*ProjectsLocationsStudiesService) Create Uses

func (r *ProjectsLocationsStudiesService) Create(parent string, googlecloudmlv1__study *GoogleCloudMlV1__Study) *ProjectsLocationsStudiesCreateCall

Create: Creates a study.

func (*ProjectsLocationsStudiesService) Delete Uses

func (r *ProjectsLocationsStudiesService) Delete(name string) *ProjectsLocationsStudiesDeleteCall

Delete: Deletes a study.

func (*ProjectsLocationsStudiesService) Get Uses

func (r *ProjectsLocationsStudiesService) Get(name string) *ProjectsLocationsStudiesGetCall

Get: Gets a study.

func (*ProjectsLocationsStudiesService) List Uses

func (r *ProjectsLocationsStudiesService) List(parent string) *ProjectsLocationsStudiesListCall

List: Lists all the studies in a region for an associated project.

type ProjectsLocationsStudiesTrialsAddMeasurementCall Uses

type ProjectsLocationsStudiesTrialsAddMeasurementCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesTrialsAddMeasurementCall) Context Uses

func (c *ProjectsLocationsStudiesTrialsAddMeasurementCall) Context(ctx context.Context) *ProjectsLocationsStudiesTrialsAddMeasurementCall

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 (*ProjectsLocationsStudiesTrialsAddMeasurementCall) Do Uses

func (c *ProjectsLocationsStudiesTrialsAddMeasurementCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Trial, error)

Do executes the "ml.projects.locations.studies.trials.addMeasurement" call. Exactly one of *GoogleCloudMlV1__Trial or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Trial.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 (*ProjectsLocationsStudiesTrialsAddMeasurementCall) Fields Uses

func (c *ProjectsLocationsStudiesTrialsAddMeasurementCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesTrialsAddMeasurementCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesTrialsAddMeasurementCall) Header Uses

func (c *ProjectsLocationsStudiesTrialsAddMeasurementCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall Uses

type ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall) Context Uses

func (c *ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall) Context(ctx context.Context) *ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall

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 (*ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall) Do Uses

func (c *ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall) Do(opts ...googleapi.CallOption) (*GoogleLongrunning__Operation, error)

Do executes the "ml.projects.locations.studies.trials.checkEarlyStoppingState" 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 (*ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall) Fields Uses

func (c *ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall) Header Uses

func (c *ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsLocationsStudiesTrialsCompleteCall Uses

type ProjectsLocationsStudiesTrialsCompleteCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesTrialsCompleteCall) Context Uses

func (c *ProjectsLocationsStudiesTrialsCompleteCall) Context(ctx context.Context) *ProjectsLocationsStudiesTrialsCompleteCall

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 (*ProjectsLocationsStudiesTrialsCompleteCall) Do Uses

func (c *ProjectsLocationsStudiesTrialsCompleteCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Trial, error)

Do executes the "ml.projects.locations.studies.trials.complete" call. Exactly one of *GoogleCloudMlV1__Trial or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Trial.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 (*ProjectsLocationsStudiesTrialsCompleteCall) Fields Uses

func (c *ProjectsLocationsStudiesTrialsCompleteCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesTrialsCompleteCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesTrialsCompleteCall) Header Uses

func (c *ProjectsLocationsStudiesTrialsCompleteCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsLocationsStudiesTrialsCreateCall Uses

type ProjectsLocationsStudiesTrialsCreateCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesTrialsCreateCall) Context Uses

func (c *ProjectsLocationsStudiesTrialsCreateCall) Context(ctx context.Context) *ProjectsLocationsStudiesTrialsCreateCall

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 (*ProjectsLocationsStudiesTrialsCreateCall) Do Uses

func (c *ProjectsLocationsStudiesTrialsCreateCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Trial, error)

Do executes the "ml.projects.locations.studies.trials.create" call. Exactly one of *GoogleCloudMlV1__Trial or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Trial.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 (*ProjectsLocationsStudiesTrialsCreateCall) Fields Uses

func (c *ProjectsLocationsStudiesTrialsCreateCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesTrialsCreateCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesTrialsCreateCall) Header Uses

func (c *ProjectsLocationsStudiesTrialsCreateCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsLocationsStudiesTrialsDeleteCall Uses

type ProjectsLocationsStudiesTrialsDeleteCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesTrialsDeleteCall) Context Uses

func (c *ProjectsLocationsStudiesTrialsDeleteCall) Context(ctx context.Context) *ProjectsLocationsStudiesTrialsDeleteCall

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 (*ProjectsLocationsStudiesTrialsDeleteCall) Do Uses

func (c *ProjectsLocationsStudiesTrialsDeleteCall) Do(opts ...googleapi.CallOption) (*GoogleProtobuf__Empty, error)

Do executes the "ml.projects.locations.studies.trials.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 (*ProjectsLocationsStudiesTrialsDeleteCall) Fields Uses

func (c *ProjectsLocationsStudiesTrialsDeleteCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesTrialsDeleteCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesTrialsDeleteCall) Header Uses

func (c *ProjectsLocationsStudiesTrialsDeleteCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsLocationsStudiesTrialsGetCall Uses

type ProjectsLocationsStudiesTrialsGetCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesTrialsGetCall) Context Uses

func (c *ProjectsLocationsStudiesTrialsGetCall) Context(ctx context.Context) *ProjectsLocationsStudiesTrialsGetCall

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 (*ProjectsLocationsStudiesTrialsGetCall) Do Uses

func (c *ProjectsLocationsStudiesTrialsGetCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Trial, error)

Do executes the "ml.projects.locations.studies.trials.get" call. Exactly one of *GoogleCloudMlV1__Trial or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Trial.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 (*ProjectsLocationsStudiesTrialsGetCall) Fields Uses

func (c *ProjectsLocationsStudiesTrialsGetCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesTrialsGetCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesTrialsGetCall) Header Uses

func (c *ProjectsLocationsStudiesTrialsGetCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsLocationsStudiesTrialsGetCall) IfNoneMatch Uses

func (c *ProjectsLocationsStudiesTrialsGetCall) IfNoneMatch(entityTag string) *ProjectsLocationsStudiesTrialsGetCall

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 ProjectsLocationsStudiesTrialsListCall Uses

type ProjectsLocationsStudiesTrialsListCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesTrialsListCall) Context Uses

func (c *ProjectsLocationsStudiesTrialsListCall) Context(ctx context.Context) *ProjectsLocationsStudiesTrialsListCall

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 (*ProjectsLocationsStudiesTrialsListCall) Do Uses

func (c *ProjectsLocationsStudiesTrialsListCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__ListTrialsResponse, error)

Do executes the "ml.projects.locations.studies.trials.list" call. Exactly one of *GoogleCloudMlV1__ListTrialsResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__ListTrialsResponse.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 (*ProjectsLocationsStudiesTrialsListCall) Fields Uses

func (c *ProjectsLocationsStudiesTrialsListCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesTrialsListCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesTrialsListCall) Header Uses

func (c *ProjectsLocationsStudiesTrialsListCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsLocationsStudiesTrialsListCall) IfNoneMatch Uses

func (c *ProjectsLocationsStudiesTrialsListCall) IfNoneMatch(entityTag string) *ProjectsLocationsStudiesTrialsListCall

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 ProjectsLocationsStudiesTrialsService Uses

type ProjectsLocationsStudiesTrialsService struct {
    // contains filtered or unexported fields
}

func NewProjectsLocationsStudiesTrialsService Uses

func NewProjectsLocationsStudiesTrialsService(s *Service) *ProjectsLocationsStudiesTrialsService

func (*ProjectsLocationsStudiesTrialsService) AddMeasurement Uses

func (r *ProjectsLocationsStudiesTrialsService) AddMeasurement(name string, googlecloudmlv1__addtrialmeasurementrequest *GoogleCloudMlV1__AddTrialMeasurementRequest) *ProjectsLocationsStudiesTrialsAddMeasurementCall

AddMeasurement: Adds a measurement of the objective metrics to a trial. This measurement is assumed to have been taken before the trial is complete.

func (*ProjectsLocationsStudiesTrialsService) CheckEarlyStoppingState Uses

func (r *ProjectsLocationsStudiesTrialsService) CheckEarlyStoppingState(name string, googlecloudmlv1__checktrialearlystoppingstaterequest *GoogleCloudMlV1__CheckTrialEarlyStoppingStateRequest) *ProjectsLocationsStudiesTrialsCheckEarlyStoppingStateCall

CheckEarlyStoppingState: Checks whether a trial should stop or not. Returns a long-running operation. When the operation is successful, it will contain a CheckTrialEarlyStoppingStateResponse.

func (*ProjectsLocationsStudiesTrialsService) Complete Uses

func (r *ProjectsLocationsStudiesTrialsService) Complete(name string, googlecloudmlv1__completetrialrequest *GoogleCloudMlV1__CompleteTrialRequest) *ProjectsLocationsStudiesTrialsCompleteCall

Complete: Marks a trial as complete.

func (*ProjectsLocationsStudiesTrialsService) Create Uses

func (r *ProjectsLocationsStudiesTrialsService) Create(parent string, googlecloudmlv1__trial *GoogleCloudMlV1__Trial) *ProjectsLocationsStudiesTrialsCreateCall

Create: Adds a user provided trial to a study.

func (*ProjectsLocationsStudiesTrialsService) Delete Uses

func (r *ProjectsLocationsStudiesTrialsService) Delete(name string) *ProjectsLocationsStudiesTrialsDeleteCall

Delete: Deletes a trial.

func (*ProjectsLocationsStudiesTrialsService) Get Uses

func (r *ProjectsLocationsStudiesTrialsService) Get(name string) *ProjectsLocationsStudiesTrialsGetCall

Get: Gets a trial.

func (*ProjectsLocationsStudiesTrialsService) List Uses

func (r *ProjectsLocationsStudiesTrialsService) List(parent string) *ProjectsLocationsStudiesTrialsListCall

List: Lists the trials associated with a study.

func (*ProjectsLocationsStudiesTrialsService) Stop Uses

func (r *ProjectsLocationsStudiesTrialsService) Stop(name string, googlecloudmlv1__stoptrialrequest *GoogleCloudMlV1__StopTrialRequest) *ProjectsLocationsStudiesTrialsStopCall

Stop: Stops a trial.

func (*ProjectsLocationsStudiesTrialsService) Suggest Uses

func (r *ProjectsLocationsStudiesTrialsService) Suggest(parent string, googlecloudmlv1__suggesttrialsrequest *GoogleCloudMlV1__SuggestTrialsRequest) *ProjectsLocationsStudiesTrialsSuggestCall

Suggest: Adds one or more trials to a study, with parameter values suggested by AI Platform Optimizer. Returns a long-running operation associated with the generation of trial suggestions. When this long-running operation succeeds, it will contain a SuggestTrialsResponse.

type ProjectsLocationsStudiesTrialsStopCall Uses

type ProjectsLocationsStudiesTrialsStopCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesTrialsStopCall) Context Uses

func (c *ProjectsLocationsStudiesTrialsStopCall) Context(ctx context.Context) *ProjectsLocationsStudiesTrialsStopCall

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 (*ProjectsLocationsStudiesTrialsStopCall) Do Uses

func (c *ProjectsLocationsStudiesTrialsStopCall) Do(opts ...googleapi.CallOption) (*GoogleCloudMlV1__Trial, error)

Do executes the "ml.projects.locations.studies.trials.stop" call. Exactly one of *GoogleCloudMlV1__Trial or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleCloudMlV1__Trial.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 (*ProjectsLocationsStudiesTrialsStopCall) Fields Uses

func (c *ProjectsLocationsStudiesTrialsStopCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesTrialsStopCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesTrialsStopCall) Header Uses

func (c *ProjectsLocationsStudiesTrialsStopCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsLocationsStudiesTrialsSuggestCall Uses

type ProjectsLocationsStudiesTrialsSuggestCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsLocationsStudiesTrialsSuggestCall) Context Uses

func (c *ProjectsLocationsStudiesTrialsSuggestCall) Context(ctx context.Context) *ProjectsLocationsStudiesTrialsSuggestCall

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 (*ProjectsLocationsStudiesTrialsSuggestCall) Do Uses

func (c *ProjectsLocationsStudiesTrialsSuggestCall) Do(opts ...googleapi.CallOption) (*GoogleLongrunning__Operation, error)

Do executes the "ml.projects.locations.studies.trials.suggest" 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 (*ProjectsLocationsStudiesTrialsSuggestCall) Fields Uses

func (c *ProjectsLocationsStudiesTrialsSuggestCall) Fields(s ...googleapi.Field) *ProjectsLocationsStudiesTrialsSuggestCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsLocationsStudiesTrialsSuggestCall) Header Uses

func (c *ProjectsLocationsStudiesTrialsSuggestCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsModelsCreateCall Uses

type ProjectsModelsCreateCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsCreateCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

type ProjectsModelsDeleteCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsDeleteCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

type ProjectsModelsGetCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsGetCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

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 ProjectsModelsGetIamPolicyCall Uses

type ProjectsModelsGetIamPolicyCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsGetIamPolicyCall) Context Uses

func (c *ProjectsModelsGetIamPolicyCall) Context(ctx context.Context) *ProjectsModelsGetIamPolicyCall

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 (*ProjectsModelsGetIamPolicyCall) Do Uses

func (c *ProjectsModelsGetIamPolicyCall) Do(opts ...googleapi.CallOption) (*GoogleIamV1__Policy, error)

Do executes the "ml.projects.models.getIamPolicy" call. Exactly one of *GoogleIamV1__Policy or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleIamV1__Policy.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 (*ProjectsModelsGetIamPolicyCall) Fields Uses

func (c *ProjectsModelsGetIamPolicyCall) Fields(s ...googleapi.Field) *ProjectsModelsGetIamPolicyCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsModelsGetIamPolicyCall) Header Uses

func (c *ProjectsModelsGetIamPolicyCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsModelsGetIamPolicyCall) IfNoneMatch Uses

func (c *ProjectsModelsGetIamPolicyCall) IfNoneMatch(entityTag string) *ProjectsModelsGetIamPolicyCall

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 (*ProjectsModelsGetIamPolicyCall) OptionsRequestedPolicyVersion Uses

func (c *ProjectsModelsGetIamPolicyCall) OptionsRequestedPolicyVersion(optionsRequestedPolicyVersion int64) *ProjectsModelsGetIamPolicyCall

OptionsRequestedPolicyVersion sets the optional parameter "options.requestedPolicyVersion": The policy format version to be returned.

Valid values are 0, 1, and 3. Requests specifying an invalid value will be rejected.

Requests for policies with any conditional bindings must specify version 3. Policies without any conditional bindings may specify any valid value or leave the field unset.

To learn which resources support conditions in their IAM policies, see the [IAM documentation](https://cloud.google.com/iam/help/conditions/r esource-policies).

type ProjectsModelsListCall Uses

type ProjectsModelsListCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsListCall) Context Uses

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 Uses

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 Uses

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) Filter Uses

func (c *ProjectsModelsListCall) Filter(filter string) *ProjectsModelsListCall

Filter sets the optional parameter "filter": Specifies the subset of models to retrieve.

func (*ProjectsModelsListCall) Header Uses

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 Uses

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 Uses

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 Uses

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 Uses

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 ProjectsModelsPatchCall Uses

type ProjectsModelsPatchCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsPatchCall) Context Uses

func (c *ProjectsModelsPatchCall) Context(ctx context.Context) *ProjectsModelsPatchCall

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 (*ProjectsModelsPatchCall) Do Uses

func (c *ProjectsModelsPatchCall) Do(opts ...googleapi.CallOption) (*GoogleLongrunning__Operation, error)

Do executes the "ml.projects.models.patch" 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 (*ProjectsModelsPatchCall) Fields Uses

func (c *ProjectsModelsPatchCall) Fields(s ...googleapi.Field) *ProjectsModelsPatchCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsModelsPatchCall) Header Uses

func (c *ProjectsModelsPatchCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsModelsPatchCall) UpdateMask Uses

func (c *ProjectsModelsPatchCall) UpdateMask(updateMask string) *ProjectsModelsPatchCall

UpdateMask sets the optional parameter "updateMask": Required. Specifies the path, relative to `Model`, of the field to update.

For example, to change the description of a model to "foo" and set its default version to "version_1", the `update_mask` parameter would be specified as `description`, `default_version.name`, and the `PATCH` request body would specify the new value, as follows:

{
  "description": "foo",
  "defaultVersion": {
    "name":"version_1"
  }
}

Currently the supported update masks are `description` and `default_version.name`.

type ProjectsModelsService Uses

type ProjectsModelsService struct {
    Versions *ProjectsModelsVersionsService
    // contains filtered or unexported fields
}

func NewProjectsModelsService Uses

func NewProjectsModelsService(s *Service) *ProjectsModelsService

func (*ProjectsModelsService) Create Uses

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.

func (*ProjectsModelsService) Delete Uses

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.

func (*ProjectsModelsService) Get Uses

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) GetIamPolicy Uses

func (r *ProjectsModelsService) GetIamPolicy(resource string) *ProjectsModelsGetIamPolicyCall

GetIamPolicy: Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

func (*ProjectsModelsService) List Uses

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.

If there are no models that match the request parameters, the list request returns an empty response body: {}.

func (*ProjectsModelsService) Patch Uses

func (r *ProjectsModelsService) Patch(name string, googlecloudmlv1__model *GoogleCloudMlV1__Model) *ProjectsModelsPatchCall

Patch: Updates a specific model resource.

Currently the only supported fields to update are `description` and `default_version.name`.

func (*ProjectsModelsService) SetIamPolicy Uses

func (r *ProjectsModelsService) SetIamPolicy(resource string, googleiamv1__setiampolicyrequest *GoogleIamV1__SetIamPolicyRequest) *ProjectsModelsSetIamPolicyCall

SetIamPolicy: Sets the access control policy on the specified resource. Replaces any existing policy.

Can return `NOT_FOUND`, `INVALID_ARGUMENT`, and `PERMISSION_DENIED` errors.

func (*ProjectsModelsService) TestIamPermissions Uses

func (r *ProjectsModelsService) TestIamPermissions(resource string, googleiamv1__testiampermissionsrequest *GoogleIamV1__TestIamPermissionsRequest) *ProjectsModelsTestIamPermissionsCall

TestIamPermissions: Returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a `NOT_FOUND` error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may "fail open" without warning.

type ProjectsModelsSetIamPolicyCall Uses

type ProjectsModelsSetIamPolicyCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsSetIamPolicyCall) Context Uses

func (c *ProjectsModelsSetIamPolicyCall) Context(ctx context.Context) *ProjectsModelsSetIamPolicyCall

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 (*ProjectsModelsSetIamPolicyCall) Do Uses

func (c *ProjectsModelsSetIamPolicyCall) Do(opts ...googleapi.CallOption) (*GoogleIamV1__Policy, error)

Do executes the "ml.projects.models.setIamPolicy" call. Exactly one of *GoogleIamV1__Policy or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleIamV1__Policy.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 (*ProjectsModelsSetIamPolicyCall) Fields Uses

func (c *ProjectsModelsSetIamPolicyCall) Fields(s ...googleapi.Field) *ProjectsModelsSetIamPolicyCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsModelsSetIamPolicyCall) Header Uses

func (c *ProjectsModelsSetIamPolicyCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsModelsTestIamPermissionsCall Uses

type ProjectsModelsTestIamPermissionsCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsTestIamPermissionsCall) Context Uses

func (c *ProjectsModelsTestIamPermissionsCall) Context(ctx context.Context) *ProjectsModelsTestIamPermissionsCall

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 (*ProjectsModelsTestIamPermissionsCall) Do Uses

func (c *ProjectsModelsTestIamPermissionsCall) Do(opts ...googleapi.CallOption) (*GoogleIamV1__TestIamPermissionsResponse, error)

Do executes the "ml.projects.models.testIamPermissions" call. Exactly one of *GoogleIamV1__TestIamPermissionsResponse or error will be non-nil. Any non-2xx status code is an error. Response headers are in either *GoogleIamV1__TestIamPermissionsResponse.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 (*ProjectsModelsTestIamPermissionsCall) Fields Uses

func (c *ProjectsModelsTestIamPermissionsCall) Fields(s ...googleapi.Field) *ProjectsModelsTestIamPermissionsCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsModelsTestIamPermissionsCall) Header Uses

func (c *ProjectsModelsTestIamPermissionsCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

type ProjectsModelsVersionsCreateCall Uses

type ProjectsModelsVersionsCreateCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsVersionsCreateCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

type ProjectsModelsVersionsDeleteCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsVersionsDeleteCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

type ProjectsModelsVersionsGetCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsVersionsGetCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

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 Uses

type ProjectsModelsVersionsListCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsVersionsListCall) Context Uses

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 Uses

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 Uses

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) Filter Uses

func (c *ProjectsModelsVersionsListCall) Filter(filter string) *ProjectsModelsVersionsListCall

Filter sets the optional parameter "filter": Specifies the subset of versions to retrieve.

func (*ProjectsModelsVersionsListCall) Header Uses

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 Uses

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 Uses

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 Uses

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 Uses

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 ProjectsModelsVersionsPatchCall Uses

type ProjectsModelsVersionsPatchCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsVersionsPatchCall) Context Uses

func (c *ProjectsModelsVersionsPatchCall) Context(ctx context.Context) *ProjectsModelsVersionsPatchCall

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 (*ProjectsModelsVersionsPatchCall) Do Uses

func (c *ProjectsModelsVersionsPatchCall) Do(opts ...googleapi.CallOption) (*GoogleLongrunning__Operation, error)

Do executes the "ml.projects.models.versions.patch" 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 (*ProjectsModelsVersionsPatchCall) Fields Uses

func (c *ProjectsModelsVersionsPatchCall) Fields(s ...googleapi.Field) *ProjectsModelsVersionsPatchCall

Fields allows partial responses to be retrieved. See https://developers.google.com/gdata/docs/2.0/basics#PartialResponse for more information.

func (*ProjectsModelsVersionsPatchCall) Header Uses

func (c *ProjectsModelsVersionsPatchCall) Header() http.Header

Header returns an http.Header that can be modified by the caller to add HTTP headers to the request.

func (*ProjectsModelsVersionsPatchCall) UpdateMask Uses

func (c *ProjectsModelsVersionsPatchCall) UpdateMask(updateMask string) *ProjectsModelsVersionsPatchCall

UpdateMask sets the optional parameter "updateMask": Required. Specifies the path, relative to `Version`, of the field to update. Must be present and non-empty.

For example, to change the description of a version to "foo", the `update_mask` parameter would be specified as `description`, and the `PATCH` request body would specify the new value, as follows:

“` {

"description": "foo"

} “`

Currently the only supported update mask fields are `description`, `requestLoggingConfig`, `autoScaling.minNodes`, and `manualScaling.nodes`. However, you can only update `manualScaling.nodes` if the version uses a [Compute Engine (N1) machine type](/ml-engine/docs/machine-types-online-prediction).

type ProjectsModelsVersionsService Uses

type ProjectsModelsVersionsService struct {
    // contains filtered or unexported fields
}

func NewProjectsModelsVersionsService Uses

func NewProjectsModelsVersionsService(s *Service) *ProjectsModelsVersionsService

func (*ProjectsModelsVersionsService) Create Uses

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.

func (*ProjectsModelsVersionsService) Delete Uses

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 Uses

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 to get the same information that this method returns for all of the versions of a model.

func (*ProjectsModelsVersionsService) List Uses

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 many 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).

If there are no versions that match the request parameters, the list request returns an empty response body: {}.

func (*ProjectsModelsVersionsService) Patch Uses

func (r *ProjectsModelsVersionsService) Patch(name string, googlecloudmlv1__version *GoogleCloudMlV1__Version) *ProjectsModelsVersionsPatchCall

Patch: Updates the specified Version resource.

Currently the only update-able fields are `description`, `requestLoggingConfig`, `autoScaling.minNodes`, and `manualScaling.nodes`.

func (*ProjectsModelsVersionsService) SetDefault Uses

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 Uses

type ProjectsModelsVersionsSetDefaultCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsModelsVersionsSetDefaultCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

type ProjectsOperationsCancelCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsOperationsCancelCall) Context Uses

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 Uses

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 Uses

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 Uses

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 ProjectsOperationsGetCall Uses

type ProjectsOperationsGetCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsOperationsGetCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

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 Uses

type ProjectsOperationsListCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsOperationsListCall) Context Uses

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 Uses

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 Uses

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 Uses

func (c *ProjectsOperationsListCall) Filter(filter string) *ProjectsOperationsListCall

Filter sets the optional parameter "filter": The standard list filter.

func (*ProjectsOperationsListCall) Header Uses

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 Uses

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 Uses

func (c *ProjectsOperationsListCall) PageSize(pageSize int64) *ProjectsOperationsListCall

PageSize sets the optional parameter "pageSize": The standard list page size.

func (*ProjectsOperationsListCall) PageToken Uses

func (c *ProjectsOperationsListCall) PageToken(pageToken string) *ProjectsOperationsListCall

PageToken sets the optional parameter "pageToken": The standard list page token.

func (*ProjectsOperationsListCall) Pages Uses

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 Uses

type ProjectsOperationsService struct {
    // contains filtered or unexported fields
}

func NewProjectsOperationsService Uses

func NewProjectsOperationsService(s *Service) *ProjectsOperationsService

func (*ProjectsOperationsService) Cancel Uses

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) Get Uses

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 Uses

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 Uses

type ProjectsPredictCall struct {
    // contains filtered or unexported fields
}

func (*ProjectsPredictCall) Context Uses

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 Uses

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 Uses

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 Uses

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 Uses

type ProjectsService struct {
    Jobs *ProjectsJobsService

    Locations *ProjectsLocationsService

    Models *ProjectsModelsService

    Operations *ProjectsOperationsService
    // contains filtered or unexported fields
}

func NewProjectsService Uses

func NewProjectsService(s *Service) *ProjectsService

func (*ProjectsService) Explain Uses

func (r *ProjectsService) Explain(name string, googlecloudmlv1__explainrequest *GoogleCloudMlV1__ExplainRequest) *ProjectsExplainCall

Explain: Performs explanation on the data in the request.

<div>{% dynamic include "/ai-platform/includes/___explain-request" %}</div>

func (*ProjectsService) GetConfig Uses

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 permissions 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 Uses

func (r *ProjectsService) Predict(name string, googlecloudmlv1__predictrequest *GoogleCloudMlV1__PredictRequest) *ProjectsPredictCall

Predict: Performs online prediction on the data in the request.

<div>{% dynamic include "/ai-platform/includes/___predict-request" %}</div>

type Service Uses

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 Uses

func New(client *http.Client) (*Service, error)

New creates a new Service. It uses the provided http.Client for requests.

Deprecated: please use NewService instead. To provide a custom HTTP client, use option.WithHTTPClient. If you are using google.golang.org/api/googleapis/transport.APIKey, use option.WithAPIKey with NewService instead.

func NewService Uses

func NewService(ctx context.Context, opts ...option.ClientOption) (*Service, error)

NewService creates a new Service.

Package ml imports 15 packages (graph). Updated 2020-07-09. Refresh now. Tools for package owners.