5.0.0 • Published 5 years ago

@datafire/google_tpu v5.0.0

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1
License
MIT
Repository
github
Last release
5 years ago

@datafire/google_tpu

Client library for Cloud TPU API

Installation and Usage

npm install --save @datafire/google_tpu
let google_tpu = require('@datafire/google_tpu').create({
  access_token: "",
  refresh_token: "",
  client_id: "",
  client_secret: "",
  redirect_uri: ""
});

.then(data => {
  console.log(data);
});

Description

TPU API provides customers with access to Google TPU technology.

Actions

oauthCallback

Exchange the code passed to your redirect URI for an access_token

google_tpu.oauthCallback({
  "code": ""
}, context)

Input

  • input object
    • code required string

Output

  • output object
    • access_token string
    • refresh_token string
    • token_type string
    • scope string
    • expiration string

oauthRefresh

Exchange a refresh_token for an access_token

google_tpu.oauthRefresh(null, context)

Input

This action has no parameters

Output

  • output object
    • access_token string
    • refresh_token string
    • token_type string
    • scope string
    • expiration string

tpu.projects.locations.operations.delete

Deletes a long-running operation. This method indicates that the client is no longer interested in the operation result. It does not cancel the operation. If the server doesn't support this method, it returns google.rpc.Code.UNIMPLEMENTED.

google_tpu.tpu.projects.locations.operations.delete({
  "name": ""
}, context)

Input

  • input object
    • name required string: The name of the operation resource to be deleted.
    • $.xgafv string (values: 1, 2): V1 error format.
    • access_token string: OAuth access token.
    • alt string (values: json, media, proto): Data format for response.
    • callback string: JSONP
    • fields string: Selector specifying which fields to include in a partial response.
    • key 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.
    • oauth_token string: OAuth 2.0 token for the current user.
    • prettyPrint boolean: Returns response with indentations and line breaks.
    • quotaUser string: 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.
    • upload_protocol string: Upload protocol for media (e.g. "raw", "multipart").
    • uploadType string: Legacy upload protocol for media (e.g. "media", "multipart").

Output

tpu.projects.locations.tensorflowVersions.get

Gets TensorFlow Version.

google_tpu.tpu.projects.locations.tensorflowVersions.get({
  "name": ""
}, context)

Input

  • input object
    • name required string: Required. The resource name.
    • $.xgafv string (values: 1, 2): V1 error format.
    • access_token string: OAuth access token.
    • alt string (values: json, media, proto): Data format for response.
    • callback string: JSONP
    • fields string: Selector specifying which fields to include in a partial response.
    • key 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.
    • oauth_token string: OAuth 2.0 token for the current user.
    • prettyPrint boolean: Returns response with indentations and line breaks.
    • quotaUser string: 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.
    • upload_protocol string: Upload protocol for media (e.g. "raw", "multipart").
    • uploadType string: Legacy upload protocol for media (e.g. "media", "multipart").

Output

tpu.projects.locations.list

Lists information about the supported locations for this service.

google_tpu.tpu.projects.locations.list({
  "name": ""
}, context)

Input

  • input object
    • name required string: The resource that owns the locations collection, if applicable.
    • filter string: The standard list filter.
    • pageSize integer: The standard list page size.
    • pageToken string: The standard list page token.
    • $.xgafv string (values: 1, 2): V1 error format.
    • access_token string: OAuth access token.
    • alt string (values: json, media, proto): Data format for response.
    • callback string: JSONP
    • fields string: Selector specifying which fields to include in a partial response.
    • key 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.
    • oauth_token string: OAuth 2.0 token for the current user.
    • prettyPrint boolean: Returns response with indentations and line breaks.
    • quotaUser string: 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.
    • upload_protocol string: Upload protocol for media (e.g. "raw", "multipart").
    • uploadType string: Legacy upload protocol for media (e.g. "media", "multipart").

Output

tpu.projects.locations.operations.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.

google_tpu.tpu.projects.locations.operations.list({
  "name": ""
}, context)

Input

  • input object
    • name required string: The name of the operation's parent resource.
    • filter string: The standard list filter.
    • pageSize integer: The standard list page size.
    • pageToken string: The standard list page token.
    • $.xgafv string (values: 1, 2): V1 error format.
    • access_token string: OAuth access token.
    • alt string (values: json, media, proto): Data format for response.
    • callback string: JSONP
    • fields string: Selector specifying which fields to include in a partial response.
    • key 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.
    • oauth_token string: OAuth 2.0 token for the current user.
    • prettyPrint boolean: Returns response with indentations and line breaks.
    • quotaUser string: 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.
    • upload_protocol string: Upload protocol for media (e.g. "raw", "multipart").
    • uploadType string: Legacy upload protocol for media (e.g. "media", "multipart").

Output

tpu.projects.locations.operations.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.

google_tpu.tpu.projects.locations.operations.cancel({
  "name": ""
}, context)

Input

  • input object
    • name required string: The name of the operation resource to be cancelled.
    • $.xgafv string (values: 1, 2): V1 error format.
    • access_token string: OAuth access token.
    • alt string (values: json, media, proto): Data format for response.
    • callback string: JSONP
    • fields string: Selector specifying which fields to include in a partial response.
    • key 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.
    • oauth_token string: OAuth 2.0 token for the current user.
    • prettyPrint boolean: Returns response with indentations and line breaks.
    • quotaUser string: 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.
    • upload_protocol string: Upload protocol for media (e.g. "raw", "multipart").
    • uploadType string: Legacy upload protocol for media (e.g. "media", "multipart").

Output

tpu.projects.locations.nodes.reimage

Reimages a node's OS.

google_tpu.tpu.projects.locations.nodes.reimage({
  "name": ""
}, context)

Input

  • input object
    • name required string: The resource name.
    • body ReimageNodeRequest
    • $.xgafv string (values: 1, 2): V1 error format.
    • access_token string: OAuth access token.
    • alt string (values: json, media, proto): Data format for response.
    • callback string: JSONP
    • fields string: Selector specifying which fields to include in a partial response.
    • key 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.
    • oauth_token string: OAuth 2.0 token for the current user.
    • prettyPrint boolean: Returns response with indentations and line breaks.
    • quotaUser string: 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.
    • upload_protocol string: Upload protocol for media (e.g. "raw", "multipart").
    • uploadType string: Legacy upload protocol for media (e.g. "media", "multipart").

Output

tpu.projects.locations.nodes.start

Starts a node.

google_tpu.tpu.projects.locations.nodes.start({
  "name": ""
}, context)

Input

  • input object
    • name required string: The resource name.
    • body StartNodeRequest
    • $.xgafv string (values: 1, 2): V1 error format.
    • access_token string: OAuth access token.
    • alt string (values: json, media, proto): Data format for response.
    • callback string: JSONP
    • fields string: Selector specifying which fields to include in a partial response.
    • key 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.
    • oauth_token string: OAuth 2.0 token for the current user.
    • prettyPrint boolean: Returns response with indentations and line breaks.
    • quotaUser string: 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.
    • upload_protocol string: Upload protocol for media (e.g. "raw", "multipart").
    • uploadType string: Legacy upload protocol for media (e.g. "media", "multipart").

Output

tpu.projects.locations.nodes.stop

Stops a node.

google_tpu.tpu.projects.locations.nodes.stop({
  "name": ""
}, context)

Input

  • input object
    • name required string: The resource name.
    • body StopNodeRequest
    • $.xgafv string (values: 1, 2): V1 error format.
    • access_token string: OAuth access token.
    • alt string (values: json, media, proto): Data format for response.
    • callback string: JSONP
    • fields string: Selector specifying which fields to include in a partial response.
    • key 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.
    • oauth_token string: OAuth 2.0 token for the current user.
    • prettyPrint boolean: Returns response with indentations and line breaks.
    • quotaUser string: 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.
    • upload_protocol string: Upload protocol for media (e.g. "raw", "multipart").
    • uploadType string: Legacy upload protocol for media (e.g. "media", "multipart").

Output

tpu.projects.locations.acceleratorTypes.list

Lists accelerator types supported by this API.

google_tpu.tpu.projects.locations.acceleratorTypes.list({
  "parent": ""
}, context)

Input

  • input object
    • parent required string: Required. The parent resource name.
    • filter string: List filter.
    • orderBy string: Sort results.
    • pageSize integer: The maximum number of items to return.
    • pageToken string: The next_page_token value returned from a previous List request, if any.
    • $.xgafv string (values: 1, 2): V1 error format.
    • access_token string: OAuth access token.
    • alt string (values: json, media, proto): Data format for response.
    • callback string: JSONP
    • fields string: Selector specifying which fields to include in a partial response.
    • key 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.
    • oauth_token string: OAuth 2.0 token for the current user.
    • prettyPrint boolean: Returns response with indentations and line breaks.
    • quotaUser string: 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.
    • upload_protocol string: Upload protocol for media (e.g. "raw", "multipart").
    • uploadType string: Legacy upload protocol for media (e.g. "media", "multipart").

Output

tpu.projects.locations.nodes.list

Lists nodes.

google_tpu.tpu.projects.locations.nodes.list({
  "parent": ""
}, context)

Input

  • input object
    • parent required string: Required. The parent resource name.
    • pageSize integer: The maximum number of items to return.
    • pageToken string: The next_page_token value returned from a previous List request, if any.
    • $.xgafv string (values: 1, 2): V1 error format.
    • access_token string: OAuth access token.
    • alt string (values: json, media, proto): Data format for response.
    • callback string: JSONP
    • fields string: Selector specifying which fields to include in a partial response.
    • key 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.
    • oauth_token string: OAuth 2.0 token for the current user.
    • prettyPrint boolean: Returns response with indentations and line breaks.
    • quotaUser string: 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.
    • upload_protocol string: Upload protocol for media (e.g. "raw", "multipart").
    • uploadType string: Legacy upload protocol for media (e.g. "media", "multipart").

Output

tpu.projects.locations.nodes.create

Creates a node.

google_tpu.tpu.projects.locations.nodes.create({
  "parent": ""
}, context)

Input

  • input object
    • parent required string: Required. The parent resource name.
    • nodeId string: The unqualified resource name.
    • body Node
    • $.xgafv string (values: 1, 2): V1 error format.
    • access_token string: OAuth access token.
    • alt string (values: json, media, proto): Data format for response.
    • callback string: JSONP
    • fields string: Selector specifying which fields to include in a partial response.
    • key 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.
    • oauth_token string: OAuth 2.0 token for the current user.
    • prettyPrint boolean: Returns response with indentations and line breaks.
    • quotaUser string: 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.
    • upload_protocol string: Upload protocol for media (e.g. "raw", "multipart").
    • uploadType string: Legacy upload protocol for media (e.g. "media", "multipart").

Output

tpu.projects.locations.tensorflowVersions.list

Lists TensorFlow versions supported by this API.

google_tpu.tpu.projects.locations.tensorflowVersions.list({
  "parent": ""
}, context)

Input

  • input object
    • parent required string: Required. The parent resource name.
    • filter string: List filter.
    • orderBy string: Sort results.
    • pageSize integer: The maximum number of items to return.
    • pageToken string: The next_page_token value returned from a previous List request, if any.
    • $.xgafv string (values: 1, 2): V1 error format.
    • access_token string: OAuth access token.
    • alt string (values: json, media, proto): Data format for response.
    • callback string: JSONP
    • fields string: Selector specifying which fields to include in a partial response.
    • key 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.
    • oauth_token string: OAuth 2.0 token for the current user.
    • prettyPrint boolean: Returns response with indentations and line breaks.
    • quotaUser string: 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.
    • upload_protocol string: Upload protocol for media (e.g. "raw", "multipart").
    • uploadType string: Legacy upload protocol for media (e.g. "media", "multipart").

Output

Definitions

AcceleratorType

  • AcceleratorType object: A accelerator type that a Node can be configured with.
    • name string: The resource name.
    • type string: the accelerator type.

Empty

  • Empty object: 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 {}.

ListAcceleratorTypesResponse

  • ListAcceleratorTypesResponse object: Response for ListAcceleratorTypes.
    • acceleratorTypes array: The listed nodes.
    • nextPageToken string: The next page token or empty if none.
    • unreachable array: Locations that could not be reached.
      • items string

ListLocationsResponse

  • ListLocationsResponse object: The response message for Locations.ListLocations.
    • locations array: A list of locations that matches the specified filter in the request.
    • nextPageToken string: The standard List next-page token.

ListNodesResponse

  • ListNodesResponse object: Response for ListNodes.
    • nextPageToken string: The next page token or empty if none.
    • nodes array: The listed nodes.
    • unreachable array: Locations that could not be reached.
      • items string

ListOperationsResponse

  • ListOperationsResponse object: The response message for Operations.ListOperations.
    • nextPageToken string: The standard List next-page token.
    • operations array: A list of operations that matches the specified filter in the request.

ListTensorFlowVersionsResponse

  • ListTensorFlowVersionsResponse object: Response for ListTensorFlowVersions.
    • nextPageToken string: The next page token or empty if none.
    • tensorflowVersions array: The listed nodes.
    • unreachable array: Locations that could not be reached.
      • items string

Location

  • Location object: A resource that represents Google Cloud Platform location.
    • displayName string: The friendly name for this location, typically a nearby city name. For example, "Tokyo".
    • labels object: Cross-service attributes for the location. For example {"cloud.googleapis.com/region": "us-east1"}
    • locationId string: The canonical id for this location. For example: "us-east1".
    • metadata object: Service-specific metadata. For example the available capacity at the given location.
    • name string: Resource name for the location, which may vary between implementations. For example: "projects/example-project/locations/us-east1"

NetworkEndpoint

  • NetworkEndpoint object: A network endpoint over which a TPU worker can be reached.
    • ipAddress string: The IP address of this network endpoint.
    • port integer: The port of this network endpoint.

Node

  • Node object: A TPU instance.
    • acceleratorType string: Required. The type of hardware accelerators associated with this node.
    • cidrBlock string: The CIDR block that the TPU node will use when selecting an IP address. This CIDR block must be a /29 block; the Compute Engine networks API forbids a smaller block, and using a larger block would be wasteful (a node can only consume one IP address). Errors will occur if the CIDR block has already been used for a currently existing TPU node, the CIDR block conflicts with any subnetworks in the user's provided network, or the provided network is peered with another network that is using that CIDR block.
    • createTime string: Output only. The time when the node was created.
    • description string: The user-supplied description of the TPU. Maximum of 512 characters.
    • health string (values: HEALTH_UNSPECIFIED, HEALTHY, DEPRECATED_UNHEALTHY, TIMEOUT, UNHEALTHY_TENSORFLOW, UNHEALTHY_MAINTENANCE): The health status of the TPU node.
    • healthDescription string: Output only. If this field is populated, it contains a description of why the TPU Node is unhealthy.
    • ipAddress string: Output only. DEPRECATED! Use network_endpoints instead. The network address for the TPU Node as visible to Compute Engine instances.
    • labels object: Resource labels to represent user-provided metadata.
    • name string: Output only. Immutable. The name of the TPU
    • network string: The name of a network they wish to peer the TPU node to. It must be a preexisting Compute Engine network inside of the project on which this API has been activated. If none is provided, "default" will be used.
    • networkEndpoints array: Output only. The network endpoints where TPU workers can be accessed and sent work. It is recommended that Tensorflow clients of the node reach out to the 0th entry in this map first.
    • port string: Output only. DEPRECATED! Use network_endpoints instead. The network port for the TPU Node as visible to Compute Engine instances.
    • schedulingConfig SchedulingConfig
    • serviceAccount string: Output only. The service account used to run the tensor flow services within the node. To share resources, including Google Cloud Storage data, with the Tensorflow job running in the Node, this account must have permissions to that data.
    • state string (values: STATE_UNSPECIFIED, CREATING, READY, RESTARTING, REIMAGING, DELETING, REPAIRING, STOPPED, STOPPING, STARTING, PREEMPTED, TERMINATED, HIDING, HIDDEN, UNHIDING): Output only. The current state for the TPU Node.
    • symptoms array: Output only. The Symptoms that have occurred to the TPU Node.
    • tensorflowVersion string: Required. The version of Tensorflow running in the Node.
    • useServiceNetworking boolean: Whether the VPC peering for the node is set up through Service Networking API. The VPC Peering should be set up before provisioning the node. If this field is set, cidr_block field should not be specified. If the network, that you want to peer the TPU Node to, is Shared VPC networks, the node must be created with this this field enabled.

Operation

  • Operation object: This resource represents a long-running operation that is the result of a network API call.
    • done boolean: 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.
    • error Status
    • metadata object: 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.
    • name string: 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}.
    • response object: 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.

OperationMetadata

  • OperationMetadata object: Represents the metadata of the long-running operation.
    • apiVersion string: Output only API version used to start the operation.
    • cancelRequested boolean: Output only Identifies whether the user has requested cancellation of the operation. Operations that have successfully been cancelled have Operation.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED.
    • createTime string: Output only The time the operation was created.
    • endTime string: Output only The time the operation finished running.
    • statusDetail string: Output only Human-readable status of the operation, if any.
    • target string: Output only Server-defined resource path for the target of the operation.
    • verb string: Output only Name of the verb executed by the operation.

ReimageNodeRequest

  • ReimageNodeRequest object: Request for ReimageNode.
    • tensorflowVersion string: The version for reimage to create.

SchedulingConfig

  • SchedulingConfig object: Sets the scheduling options for this node.
    • preemptible boolean: Defines whether the node is preemptible.
    • reserved boolean: Whether the node is created under a reservation.

StartNodeRequest

  • StartNodeRequest object: Request for StartNode.

Status

  • Status object: 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. 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.
    • code integer: The status code, which should be an enum value of google.rpc.Code.
    • details array: A list of messages that carry the error details. There is a common set of message types for APIs to use.
      • items object
    • message string: 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.

StopNodeRequest

  • StopNodeRequest object: Request for StopNode.

Symptom

  • Symptom object: A Symptom instance.
    • createTime string: Timestamp when the Symptom is created.
    • details string: Detailed information of the current Symptom.
    • symptomType string (values: SYMPTOM_TYPE_UNSPECIFIED, LOW_MEMORY, OUT_OF_MEMORY, EXECUTE_TIMED_OUT, MESH_BUILD_FAIL, HBM_OUT_OF_MEMORY): Type of the Symptom.
    • workerId string: A string used to uniquely distinguish a worker within a TPU node.

TensorFlowVersion

  • TensorFlowVersion object: A tensorflow version that a Node can be configured with.
    • name string: The resource name.
    • version string: the tensorflow version.
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