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DefinitelyTyped/types/gapi.client.ml/index.d.ts
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2019-02-13 15:44:35 -08:00

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// Type definitions for non-npm package Google Google Cloud Machine Learning Engine v1 1.0
// Project: https://cloud.google.com/ml/
// Definitions by: Bolisov Alexey <https://github.com/Bolisov>
// Definitions: https://github.com/DefinitelyTyped/DefinitelyTyped
// TypeScript Version: 2.3
// IMPORTANT
// This file was generated by https://github.com/Bolisov/google-api-typings-generator. Please do not edit it manually.
// In case of any problems please post issue to https://github.com/Bolisov/google-api-typings-generator
// Generated from: https://ml.googleapis.com/$discovery/rest?version=v1
/// <reference types="gapi.client" />
declare namespace gapi.client {
/** Load Google Cloud Machine Learning Engine v1 */
function load(name: "ml", version: "v1"): PromiseLike<void>;
function load(name: "ml", version: "v1", callback: () => any): void;
const projects: ml.ProjectsResource;
namespace ml {
interface GoogleApi__HttpBody {
/** The HTTP Content-Type string representing the content type of the body. */
contentType?: string;
/** HTTP body binary data. */
data?: string;
/**
* Application specific response metadata. Must be set in the first response
* for streaming APIs.
*/
extensions?: Array<Record<string, any>>;
}
interface GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric {
/** The objective value at this training step. */
objectiveValue?: number;
/** The global training step for this metric. */
trainingStep?: string;
}
interface GoogleCloudMlV1__AutoScaling {
/**
* Optional. The minimum number of nodes to allocate for this model. These
* nodes are always up, starting from the time the model is deployed, so the
* cost of operating this model will be at least
* `rate` &#42; `min_nodes` &#42; number of hours since last billing cycle,
* where `rate` is the cost per node-hour as documented in
* [pricing](https://cloud.google.com/ml-engine/pricing#prediction_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 not specified, `min_nodes` defaults to 0, in which case, when traffic
* to a model stops (and after a cool-down period), nodes will be shut down
* and no charges will be incurred until traffic to the model resumes.
*/
minNodes?: number;
}
interface GoogleCloudMlV1__GetConfigResponse {
/** The service account Cloud ML uses to access resources in the project. */
serviceAccount?: string;
/** The project number for `service_account`. */
serviceAccountProject?: string;
}
interface GoogleCloudMlV1__HyperparameterOutput {
/**
* All recorded object metrics for this trial. This field is not currently
* populated.
*/
allMetrics?: GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric[];
/** The final objective metric seen for this trial. */
finalMetric?: GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric;
/** The hyperparameters given to this trial. */
hyperparameters?: Record<string, string>;
/** The trial id for these results. */
trialId?: string;
}
interface GoogleCloudMlV1__HyperparameterSpec {
/**
* Required. The type of goal to use for tuning. Available types are
* `MAXIMIZE` and `MINIMIZE`.
*
* Defaults to `MAXIMIZE`.
*/
goal?: string;
/**
* 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;
/**
* 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?: number;
/**
* Optional. How many training trials should be attempted to optimize
* the specified hyperparameters.
*
* Defaults to one.
*/
maxTrials?: number;
/** Required. The set of parameters to tune. */
params?: GoogleCloudMlV1__ParameterSpec[];
}
interface GoogleCloudMlV1__Job {
/** Output only. When the job was created. */
createTime?: string;
/** Output only. When the job processing was completed. */
endTime?: string;
/** Output only. The details of a failure or a cancellation. */
errorMessage?: string;
/** Required. The user-specified id of the job. */
jobId?: string;
/** Input parameters to create a prediction job. */
predictionInput?: GoogleCloudMlV1__PredictionInput;
/** The current prediction job result. */
predictionOutput?: GoogleCloudMlV1__PredictionOutput;
/** Output only. When the job processing was started. */
startTime?: string;
/** Output only. The detailed state of a job. */
state?: string;
/** Input parameters to create a training job. */
trainingInput?: GoogleCloudMlV1__TrainingInput;
/** The current training job result. */
trainingOutput?: GoogleCloudMlV1__TrainingOutput;
}
interface GoogleCloudMlV1__ListJobsResponse {
/** The list of jobs. */
jobs?: GoogleCloudMlV1__Job[];
/**
* Optional. Pass this token as the `page_token` field of the request for a
* subsequent call.
*/
nextPageToken?: string;
}
interface GoogleCloudMlV1__ListModelsResponse {
/** The list of models. */
models?: GoogleCloudMlV1__Model[];
/**
* Optional. Pass this token as the `page_token` field of the request for a
* subsequent call.
*/
nextPageToken?: string;
}
interface GoogleCloudMlV1__ListVersionsResponse {
/**
* Optional. Pass this token as the `page_token` field of the request for a
* subsequent call.
*/
nextPageToken?: string;
/** The list of versions. */
versions?: GoogleCloudMlV1__Version[];
}
interface GoogleCloudMlV1__ManualScaling {
/**
* 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` &#42; number of hours since
* last billing cycle plus the cost for each prediction performed.
*/
nodes?: number;
}
interface GoogleCloudMlV1__Model {
/**
* Output only. The default version of the model. This version will be used to
* handle prediction requests that do not specify a version.
*
* You can change the default version by calling
* [projects.methods.versions.setDefault](/ml-engine/reference/rest/v1/projects.models.versions/setDefault).
*/
defaultVersion?: GoogleCloudMlV1__Version;
/** Optional. The description specified for the model when it was created. */
description?: string;
/**
* 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;
/**
* Optional. If true, enables StackDriver Logging for online prediction.
* Default is false.
*/
onlinePredictionLogging?: boolean;
/**
* Optional. The list of regions where the model is going to be deployed.
* Currently only one region per model is supported.
* Defaults to 'us-central1' if nothing is set.
* Note:
* &#42; No matter where a model is deployed, it can always be accessed by
* users from anywhere, both for online and batch prediction.
* &#42; 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[];
}
interface GoogleCloudMlV1__OperationMetadata {
/** The time the operation was submitted. */
createTime?: string;
/** The time operation processing completed. */
endTime?: string;
/** Indicates whether a request to cancel this operation has been made. */
isCancellationRequested?: boolean;
/** Contains the name of the model associated with the operation. */
modelName?: string;
/** The operation type. */
operationType?: string;
/** The time operation processing started. */
startTime?: string;
/** Contains the version associated with the operation. */
version?: GoogleCloudMlV1__Version;
}
interface GoogleCloudMlV1__ParameterSpec {
/** Required if type is `CATEGORICAL`. The list of possible categories. */
categoricalValues?: string[];
/**
* 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?: number[];
/**
* Required if typeis `DOUBLE` or `INTEGER`. This field
* should be unset if type is `CATEGORICAL`. This value should be integers if
* type is `INTEGER`.
*/
maxValue?: number;
/**
* 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?: number;
/**
* Required. The parameter name must be unique amongst all ParameterConfigs in
* a HyperparameterSpec message. E.g., "learning_rate".
*/
parameterName?: string;
/**
* 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`).
*/
scaleType?: string;
/** Required. The type of the parameter. */
type?: string;
}
interface GoogleCloudMlV1__PredictRequest {
/** Required. The prediction request body. */
httpBody?: GoogleApi__HttpBody;
}
interface GoogleCloudMlV1__PredictionInput {
/**
* 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?: string;
/** Required. The format of the input data files. */
dataFormat?: string;
/**
* Required. The Google Cloud Storage location of the input data files.
* May contain wildcards.
*/
inputPaths?: string[];
/**
* Optional. The maximum number of workers to be used for parallel processing.
* Defaults to 10 if not specified.
*/
maxWorkerCount?: string;
/**
* Use this field if you want to use the default version for the specified
* model. The string must use the following format:
*
* `"projects/<var>[YOUR_PROJECT]</var>/models/<var>[YOUR_MODEL]</var>"`
*/
modelName?: string;
/** Required. The output Google Cloud Storage location. */
outputPath?: string;
/** Required. The Google Compute Engine region to run the prediction job in. */
region?: string;
/**
* Optional. The Google Cloud ML runtime version to use for this batch
* prediction. If not set, Google Cloud ML will pick the runtime version used
* during the CreateVersion request for this model version, or choose the
* latest stable version when model version information is not available
* such as when the model is specified by uri.
*/
runtimeVersion?: string;
/**
* Use this field if you want to specify a Google Cloud Storage path for
* the model to use.
*/
uri?: string;
/**
* Use this field if you want to specify a version of the model to use. The
* string is formatted the same way as `model_version`, with the addition
* of the version information:
*
* `"projects/<var>[YOUR_PROJECT]</var>/models/<var>YOUR_MODEL/versions/<var>[YOUR_VERSION]</var>"`
*/
versionName?: string;
}
interface GoogleCloudMlV1__PredictionOutput {
/** The number of data instances which resulted in errors. */
errorCount?: string;
/** Node hours used by the batch prediction job. */
nodeHours?: number;
/** The output Google Cloud Storage location provided at the job creation time. */
outputPath?: string;
/** The number of generated predictions. */
predictionCount?: string;
}
interface GoogleCloudMlV1__TrainingInput {
/** Optional. Command line arguments to pass to the program. */
args?: string[];
/** Optional. The set of Hyperparameters to tune. */
hyperparameters?: GoogleCloudMlV1__HyperparameterSpec;
/**
* 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;
/**
* Optional. Specifies the type of virtual machine to use for your training
* job's master worker.
*
* The following types are supported:
*
* <dl>
* <dt>standard</dt>
* <dd>
* A basic machine configuration suitable for training simple models with
* small to moderate datasets.
* </dd>
* <dt>large_model</dt>
* <dd>
* A machine with a lot of memory, specially suited for parameter servers
* when your model is large (having many hidden layers or layers with very
* large numbers of nodes).
* </dd>
* <dt>complex_model_s</dt>
* <dd>
* A machine suitable for the master and workers of the cluster when your
* model requires more computation than the standard machine can handle
* satisfactorily.
* </dd>
* <dt>complex_model_m</dt>
* <dd>
* A machine with roughly twice the number of cores and roughly double the
* memory of <code suppresswarning="true">complex_model_s</code>.
* </dd>
* <dt>complex_model_l</dt>
* <dd>
* A machine with roughly twice the number of cores and roughly double the
* memory of <code suppresswarning="true">complex_model_m</code>.
* </dd>
* <dt>standard_gpu</dt>
* <dd>
* A machine equivalent to <code suppresswarning="true">standard</code> that
* also includes a
* <a href="/ml-engine/docs/how-tos/using-gpus">
* GPU that you can use in your trainer</a>.
* </dd>
* <dt>complex_model_m_gpu</dt>
* <dd>
* A machine equivalent to
* <code suppresswarning="true">complex_model_m</code> that also includes
* four GPUs.
* </dd>
* </dl>
*
* You must set this value when `scaleTier` is set to `CUSTOM`.
*/
masterType?: string;
/**
* 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[];
/**
* Optional. The number of parameter server replicas to use for the training
* job. Each replica in the cluster will be of the type specified in
* `parameter_server_type`.
*
* This value can only be used when `scale_tier` is set to `CUSTOM`.If you
* set this value, you must also set `parameter_server_type`.
*/
parameterServerCount?: string;
/**
* Optional. Specifies the type of virtual machine to use for your training
* job's parameter server.
*
* The supported values are the same as those described in the entry for
* `master_type`.
*
* This value must be present when `scaleTier` is set to `CUSTOM` and
* `parameter_server_count` is greater than zero.
*/
parameterServerType?: string;
/** Required. The Python module name to run after installing the packages. */
pythonModule?: string;
/** Required. The Google Compute Engine region to run the training job in. */
region?: string;
/**
* Optional. The Google Cloud ML runtime version to use for training. If not
* set, Google Cloud ML will choose the latest stable version.
*/
runtimeVersion?: string;
/**
* Required. Specifies the machine types, the number of replicas for workers
* and parameter servers.
*/
scaleTier?: string;
/**
* Optional. The number of worker replicas to use for the training job. Each
* replica in the cluster will be of the type specified in `worker_type`.
*
* This value can only be used when `scale_tier` is set to `CUSTOM`. If you
* set this value, you must also set `worker_type`.
*/
workerCount?: string;
/**
* Optional. Specifies the type of virtual machine to use for your training
* job's worker nodes.
*
* The supported values are the same as those described in the entry for
* `masterType`.
*
* This value must be present when `scaleTier` is set to `CUSTOM` and
* `workerCount` is greater than zero.
*/
workerType?: string;
}
interface GoogleCloudMlV1__TrainingOutput {
/**
* The number of hyperparameter tuning trials that completed successfully.
* Only set for hyperparameter tuning jobs.
*/
completedTrialCount?: string;
/** The amount of ML units consumed by the job. */
consumedMLUnits?: number;
/** Whether this job is a hyperparameter tuning job. */
isHyperparameterTuningJob?: boolean;
/**
* Results for individual Hyperparameter trials.
* Only set for hyperparameter tuning jobs.
*/
trials?: GoogleCloudMlV1__HyperparameterOutput[];
}
interface GoogleCloudMlV1__Version {
/**
* 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.
*/
autoScaling?: GoogleCloudMlV1__AutoScaling;
/** Output only. The time the version was created. */
createTime?: string;
/**
* Required. The Google Cloud Storage location of the trained model used to
* create the version. See the
* [overview of model
* deployment](/ml-engine/docs/concepts/deployment-overview) for more
* information.
*
* When passing Version to
* [projects.models.versions.create](/ml-engine/reference/rest/v1/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;
/** Optional. The description specified for the version when it was created. */
description?: string;
/** Output only. The details of a failure or a cancellation. */
errorMessage?: string;
/**
* Output only. If true, this version will be used to handle prediction
* requests that do not specify a version.
*
* You can change the default version by calling
* [projects.methods.versions.setDefault](/ml-engine/reference/rest/v1/projects.models.versions/setDefault).
*/
isDefault?: boolean;
/** Output only. The time the version was last used for prediction. */
lastUseTime?: string;
/**
* 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;
/**
* 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;
/**
* Optional. The Google Cloud ML runtime version to use for this deployment.
* If not set, Google Cloud ML will choose a version.
*/
runtimeVersion?: string;
/** Output only. The state of a version. */
state?: string;
}
interface GoogleIamV1__AuditConfig {
/**
* The configuration for logging of each type of permission.
* Next ID: 4
*/
auditLogConfigs?: GoogleIamV1__AuditLogConfig[];
exemptedMembers?: string[];
/**
* 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;
}
interface GoogleIamV1__AuditLogConfig {
/**
* Specifies the identities that do not cause logging for this type of
* permission.
* Follows the same format of Binding.members.
*/
exemptedMembers?: string[];
/** The log type that this config enables. */
logType?: string;
}
interface GoogleIamV1__Binding {
/**
* The condition that is associated with this binding.
* NOTE: an unsatisfied condition will not allow user access via current
* binding. Different bindings, including their conditions, are examined
* independently.
* This field is GOOGLE_INTERNAL.
*/
condition?: GoogleType__Expr;
/**
* Specifies the identities requesting access for a Cloud Platform resource.
* `members` can have the following values:
*
* &#42; `allUsers`: A special identifier that represents anyone who is
* on the internet; with or without a Google account.
*
* &#42; `allAuthenticatedUsers`: A special identifier that represents anyone
* who is authenticated with a Google account or a service account.
*
* &#42; `user:{emailid}`: An email address that represents a specific Google
* account. For example, `alice@gmail.com` or `joe@example.com`.
*
*
* &#42; `serviceAccount:{emailid}`: An email address that represents a service
* account. For example, `my-other-app@appspot.gserviceaccount.com`.
*
* &#42; `group:{emailid}`: An email address that represents a Google group.
* For example, `admins@example.com`.
*
*
* &#42; `domain:{domain}`: A Google Apps domain name that represents all the
* users of that domain. For example, `google.com` or `example.com`.
*/
members?: string[];
/**
* Role that is assigned to `members`.
* For example, `roles/viewer`, `roles/editor`, or `roles/owner`.
* Required
*/
role?: string;
}
interface GoogleIamV1__Policy {
/** Specifies cloud audit logging configuration for this policy. */
auditConfigs?: GoogleIamV1__AuditConfig[];
/**
* Associates a list of `members` to a `role`.
* `bindings` with no members will result in an error.
*/
bindings?: GoogleIamV1__Binding[];
/**
* `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.
*
* If no `etag` is provided in the call to `setIamPolicy`, then the existing
* policy is overwritten blindly.
*/
etag?: string;
iamOwned?: boolean;
/** Version of the `Policy`. The default version is 0. */
version?: number;
}
interface GoogleIamV1__SetIamPolicyRequest {
/**
* 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;
/**
* 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"
* This field is only used by Cloud IAM.
*/
updateMask?: string;
}
interface GoogleIamV1__TestIamPermissionsRequest {
/**
* The set of permissions to check for the `resource`. Permissions with
* wildcards (such as '&#42;' or 'storage.&#42;') are not allowed. For more
* information see
* [IAM Overview](https://cloud.google.com/iam/docs/overview#permissions).
*/
permissions?: string[];
}
interface GoogleIamV1__TestIamPermissionsResponse {
/**
* A subset of `TestPermissionsRequest.permissions` that the caller is
* allowed.
*/
permissions?: string[];
}
interface GoogleLongrunning__ListOperationsResponse {
/** The standard List next-page token. */
nextPageToken?: string;
/** A list of operations that matches the specified filter in the request. */
operations?: GoogleLongrunning__Operation[];
}
interface GoogleLongrunning__Operation {
/**
* 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?: boolean;
/** The error result of the operation in case of failure or cancellation. */
error?: GoogleRpc__Status;
/**
* 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?: Record<string, any>;
/**
* The server-assigned name, which is only unique within the same service that
* originally returns it. If you use the default HTTP mapping, the
* `name` should have the format of `operations/some/unique/name`.
*/
name?: string;
/**
* 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?: Record<string, any>;
}
interface GoogleRpc__Status {
/** The status code, which should be an enum value of google.rpc.Code. */
code?: number;
/**
* A list of messages that carry the error details. There is a common set of
* message types for APIs to use.
*/
details?: Array<Record<string, any>>;
/**
* 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;
}
interface GoogleType__Expr {
/**
* An 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;
/**
* Textual representation of an expression in
* Common Expression Language syntax.
*
* The application context of the containing message determines which
* well-known feature set of CEL is supported.
*/
expression?: string;
/**
* An optional string indicating the location of the expression for error
* reporting, e.g. a file name and a position in the file.
*/
location?: string;
/**
* An 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;
}
interface JobsResource {
/** Cancels a running job. */
cancel(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** Required. The name of the job to cancel. */
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<{}>;
/** Creates a training or a batch prediction job. */
create(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Required. The project name. */
parent: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleCloudMlV1__Job>;
/** Describes a job. */
get(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** Required. The name of the job to get the description of. */
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleCloudMlV1__Job>;
/**
* Gets the access control policy for a resource.
* Returns an empty policy if the resource exists and does not have a policy
* set.
*/
getIamPolicy(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/**
* REQUIRED: The resource for which the policy is being requested.
* See the operation documentation for the appropriate value for this field.
*/
resource: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleIamV1__Policy>;
/** Lists the jobs in the project. */
list(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** Optional. Specifies the subset of jobs to retrieve. */
filter?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/**
* Optional. 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.
*/
pageSize?: number;
/**
* Optional. 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.
*/
pageToken?: string;
/** Required. The name of the project for which to list jobs. */
parent: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleCloudMlV1__ListJobsResponse>;
/**
* Sets the access control policy on the specified resource. Replaces any
* existing policy.
*/
setIamPolicy(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/**
* REQUIRED: The resource for which the policy is being specified.
* See the operation documentation for the appropriate value for this field.
*/
resource: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleIamV1__Policy>;
/**
* Returns permissions that a caller has on the specified resource.
* If the resource does not exist, this will return an empty set of
* permissions, not a NOT_FOUND error.
*
* Note: This operation is designed to be used for building permission-aware
* UIs and command-line tools, not for authorization checking. This operation
* may "fail open" without warning.
*/
testIamPermissions(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/**
* REQUIRED: The resource for which the policy detail is being requested.
* See the operation documentation for the appropriate value for this field.
*/
resource: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleIamV1__TestIamPermissionsResponse>;
}
interface VersionsResource {
/**
* Creates a new version of a model from a trained TensorFlow model.
*
* If the version created in the cloud by this call is the first deployed
* version of the specified model, it will be made the default version of the
* model. When you add a version to a model that already has one or more
* versions, the default version does not automatically change. If you want a
* new version to be the default, you must call
* [projects.models.versions.setDefault](/ml-engine/reference/rest/v1/projects.models.versions/setDefault).
*/
create(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Required. The name of the model. */
parent: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleLongrunning__Operation>;
/**
* Deletes a model version.
*
* Each model can have multiple versions deployed and in use at any given
* time. Use this method to remove a single version.
*
* Note: You cannot delete the version that is set as the default version
* of the model unless it is the only remaining version.
*/
delete(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/**
* Required. The name of the version. You can get the names of all the
* versions of a model by calling
* [projects.models.versions.list](/ml-engine/reference/rest/v1/projects.models.versions/list).
*/
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleLongrunning__Operation>;
/**
* Gets information about a model version.
*
* Models can have multiple versions. You can call
* [projects.models.versions.list](/ml-engine/reference/rest/v1/projects.models.versions/list)
* to get the same information that this method returns for all of the
* versions of a model.
*/
get(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** Required. The name of the version. */
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleCloudMlV1__Version>;
/**
* Gets basic information about all the versions of a model.
*
* If you expect that a model has a lot of versions, or if you need to handle
* only a limited number of results at a time, you can request that the list
* be retrieved in batches (called pages):
*/
list(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/**
* Optional. 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.
*/
pageSize?: number;
/**
* Optional. 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.
*/
pageToken?: string;
/** Required. The name of the model for which to list the version. */
parent: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleCloudMlV1__ListVersionsResponse>;
/**
* Updates the specified Version resource.
*
* Currently the only supported field to update is `description`.
*/
patch(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** Required. The name of the model. */
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/**
* 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"
* }
* In this example, the version is blindly overwritten since no etag is given.
*
* To adopt etag mechanism, include `etag` field in the mask, and include the
* `etag` value in your version resource.
*
* Currently the only supported update masks are `description`, `labels`, and
* `etag`.
*/
updateMask?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleLongrunning__Operation>;
/**
* 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.
*/
setDefault(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/**
* Required. The name of the version to make the default for the model. You
* can get the names of all the versions of a model by calling
* [projects.models.versions.list](/ml-engine/reference/rest/v1/projects.models.versions/list).
*/
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleCloudMlV1__Version>;
}
interface ModelsResource {
/**
* Creates a model which will later contain one or more versions.
*
* You must add at least one version before you can request predictions from
* the model. Add versions by calling
* [projects.models.versions.create](/ml-engine/reference/rest/v1/projects.models.versions/create).
*/
create(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Required. The project name. */
parent: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleCloudMlV1__Model>;
/**
* Deletes a model.
*
* You can only delete a model if there are no versions in it. You can delete
* versions by calling
* [projects.models.versions.delete](/ml-engine/reference/rest/v1/projects.models.versions/delete).
*/
delete(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** Required. The name of the model. */
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleLongrunning__Operation>;
/**
* 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).
*/
get(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** Required. The name of the model. */
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleCloudMlV1__Model>;
/**
* Gets the access control policy for a resource.
* Returns an empty policy if the resource exists and does not have a policy
* set.
*/
getIamPolicy(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/**
* REQUIRED: The resource for which the policy is being requested.
* See the operation documentation for the appropriate value for this field.
*/
resource: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleIamV1__Policy>;
/**
* Lists the models in a project.
*
* Each project can contain multiple models, and each model can have multiple
* versions.
*/
list(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/**
* Optional. The number of models to retrieve per "page" of results. If there
* are more remaining results than this number, the response message will
* contain a valid value in the `next_page_token` field.
*
* The default value is 20, and the maximum page size is 100.
*/
pageSize?: number;
/**
* Optional. A page token to request the next page of results.
*
* You get the token from the `next_page_token` field of the response from
* the previous call.
*/
pageToken?: string;
/** Required. The name of the project whose models are to be listed. */
parent: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleCloudMlV1__ListModelsResponse>;
/**
* Updates a specific model resource.
*
* Currently the only supported fields to update are `description` and
* `default_version.name`.
*/
patch(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** Required. The project name. */
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/**
* 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"
* }
* }
* In this example, the model is blindly overwritten since no etag is given.
*
* To adopt etag mechanism, include `etag` field in the mask, and include the
* `etag` value in your model resource.
*
* Currently the supported update masks are `description`,
* `default_version.name`, `labels`, and `etag`.
*/
updateMask?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleLongrunning__Operation>;
/**
* Sets the access control policy on the specified resource. Replaces any
* existing policy.
*/
setIamPolicy(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/**
* REQUIRED: The resource for which the policy is being specified.
* See the operation documentation for the appropriate value for this field.
*/
resource: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleIamV1__Policy>;
/**
* Returns permissions that a caller has on the specified resource.
* If the resource does not exist, this will return an empty set of
* permissions, not a NOT_FOUND error.
*
* Note: This operation is designed to be used for building permission-aware
* UIs and command-line tools, not for authorization checking. This operation
* may "fail open" without warning.
*/
testIamPermissions(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/**
* REQUIRED: The resource for which the policy detail is being requested.
* See the operation documentation for the appropriate value for this field.
*/
resource: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleIamV1__TestIamPermissionsResponse>;
versions: VersionsResource;
}
interface OperationsResource {
/**
* 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`.
*/
cancel(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** The name of the operation resource to be cancelled. */
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<{}>;
/**
* Deletes a long-running operation. This method indicates that the client is
* no longer interested in the operation result. It does not cancel the
* operation. If the server doesn't support this method, it returns
* `google.rpc.Code.UNIMPLEMENTED`.
*/
delete(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** The name of the operation resource to be deleted. */
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<{}>;
/**
* 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.
*/
get(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** The name of the operation resource. */
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleLongrunning__Operation>;
/**
* Lists operations that match the specified filter in the request. If the
* server doesn't support this method, it returns `UNIMPLEMENTED`.
*
* NOTE: the `name` binding allows API services to override the binding
* to use different resource name schemes, such as `users/&#42;/operations`. To
* override the binding, API services can add a binding such as
* `"/v1/{name=users/&#42;}/operations"` to their service configuration.
* For backwards compatibility, the default name includes the operations
* collection id, however overriding users must ensure the name binding
* is the parent resource, without the operations collection id.
*/
list(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** The standard list filter. */
filter?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** The name of the operation's parent resource. */
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** The standard list page size. */
pageSize?: number;
/** The standard list page token. */
pageToken?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleLongrunning__ListOperationsResponse>;
}
interface ProjectsResource {
/**
* Get the service account information associated with your project. You need
* this information in order to grant the service account persmissions for
* the Google Cloud Storage location where you put your model training code
* for training the model with Google Cloud Machine Learning.
*/
getConfig(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/** Required. The project name. */
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleCloudMlV1__GetConfigResponse>;
/**
* Performs prediction on the data in the request.
*
* &#42;&#42;&#42;&#42; REMOVE FROM GENERATED DOCUMENTATION
*/
predict(request: {
/** V1 error format. */
"$.xgafv"?: string;
/** OAuth access token. */
access_token?: string;
/** Data format for response. */
alt?: string;
/** OAuth bearer token. */
bearer_token?: string;
/** JSONP */
callback?: string;
/** Selector specifying which fields to include in a partial response. */
fields?: string;
/** API key. Your API key identifies your project and provides you with API access, quota, and reports. Required unless you provide an OAuth 2.0 token. */
key?: string;
/**
* Required. The resource name of a model or a version.
*
* Authorization: requires the `predict` permission on the specified resource.
*/
name: string;
/** OAuth 2.0 token for the current user. */
oauth_token?: string;
/** Pretty-print response. */
pp?: boolean;
/** Returns response with indentations and line breaks. */
prettyPrint?: boolean;
/** Available to use for quota purposes for server-side applications. Can be any arbitrary string assigned to a user, but should not exceed 40 characters. */
quotaUser?: string;
/** Legacy upload protocol for media (e.g. "media", "multipart"). */
uploadType?: string;
/** Upload protocol for media (e.g. "raw", "multipart"). */
upload_protocol?: string;
}): Request<GoogleApi__HttpBody>;
jobs: JobsResource;
models: ModelsResource;
operations: OperationsResource;
}
}
}
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