|
- // Copyright 2018 Google Inc. All rights reserved.
- // Use of this source code is governed by a BSD-style
- // license that can be found in the LICENSE file.
-
- // AUTO-GENERATED CODE. DO NOT EDIT.
-
- // Package prediction provides access to the Prediction API.
- //
- // See https://developers.google.com/prediction/docs/developer-guide
- //
- // Usage example:
- //
- // import "google.golang.org/api/prediction/v1.2"
- // ...
- // predictionService, err := prediction.New(oauthHttpClient)
- package prediction // import "google.golang.org/api/prediction/v1.2"
-
- import (
- "bytes"
- "context"
- "encoding/json"
- "errors"
- "fmt"
- "io"
- "net/http"
- "net/url"
- "strconv"
- "strings"
-
- gensupport "google.golang.org/api/gensupport"
- googleapi "google.golang.org/api/googleapi"
- )
-
- // Always reference these packages, just in case the auto-generated code
- // below doesn't.
- var _ = bytes.NewBuffer
- var _ = strconv.Itoa
- var _ = fmt.Sprintf
- var _ = json.NewDecoder
- var _ = io.Copy
- var _ = url.Parse
- var _ = gensupport.MarshalJSON
- var _ = googleapi.Version
- var _ = errors.New
- var _ = strings.Replace
- var _ = context.Canceled
-
- const apiId = "prediction:v1.2"
- const apiName = "prediction"
- const apiVersion = "v1.2"
- const basePath = "https://www.googleapis.com/prediction/v1.2/"
-
- // OAuth2 scopes used by this API.
- const (
- // Manage your data and permissions in Google Cloud Storage
- DevstorageFullControlScope = "https://www.googleapis.com/auth/devstorage.full_control"
-
- // View your data in Google Cloud Storage
- DevstorageReadOnlyScope = "https://www.googleapis.com/auth/devstorage.read_only"
-
- // Manage your data in Google Cloud Storage
- DevstorageReadWriteScope = "https://www.googleapis.com/auth/devstorage.read_write"
-
- // Manage your data in the Google Prediction API
- PredictionScope = "https://www.googleapis.com/auth/prediction"
- )
-
- func New(client *http.Client) (*Service, error) {
- if client == nil {
- return nil, errors.New("client is nil")
- }
- s := &Service{client: client, BasePath: basePath}
- s.Hostedmodels = NewHostedmodelsService(s)
- s.Training = NewTrainingService(s)
- return s, nil
- }
-
- type Service struct {
- client *http.Client
- BasePath string // API endpoint base URL
- UserAgent string // optional additional User-Agent fragment
-
- Hostedmodels *HostedmodelsService
-
- Training *TrainingService
- }
-
- func (s *Service) userAgent() string {
- if s.UserAgent == "" {
- return googleapi.UserAgent
- }
- return googleapi.UserAgent + " " + s.UserAgent
- }
-
- func NewHostedmodelsService(s *Service) *HostedmodelsService {
- rs := &HostedmodelsService{s: s}
- return rs
- }
-
- type HostedmodelsService struct {
- s *Service
- }
-
- func NewTrainingService(s *Service) *TrainingService {
- rs := &TrainingService{s: s}
- return rs
- }
-
- type TrainingService struct {
- s *Service
- }
-
- type Input struct {
- Input *InputInput `json:"input,omitempty"`
-
- // ForceSendFields is a list of field names (e.g. "Input") to
- // unconditionally include in API requests. By default, fields with
- // empty values are omitted from API requests. However, any non-pointer,
- // non-interface field appearing in ForceSendFields will be sent to the
- // server regardless of whether the field is empty or not. This may be
- // used to include empty fields in Patch requests.
- ForceSendFields []string `json:"-"`
-
- // NullFields is a list of field names (e.g. "Input") to include in API
- // requests with the JSON null value. By default, fields with empty
- // values are omitted from API requests. However, any field with an
- // empty value appearing in NullFields will be sent to the server as
- // null. It is an error if a field in this list has a non-empty value.
- // This may be used to include null fields in Patch requests.
- NullFields []string `json:"-"`
- }
-
- func (s *Input) MarshalJSON() ([]byte, error) {
- type NoMethod Input
- raw := NoMethod(*s)
- return gensupport.MarshalJSON(raw, s.ForceSendFields, s.NullFields)
- }
-
- type InputInput struct {
- CsvInstance []interface{} `json:"csvInstance,omitempty"`
-
- // ForceSendFields is a list of field names (e.g. "CsvInstance") to
- // unconditionally include in API requests. By default, fields with
- // empty values are omitted from API requests. However, any non-pointer,
- // non-interface field appearing in ForceSendFields will be sent to the
- // server regardless of whether the field is empty or not. This may be
- // used to include empty fields in Patch requests.
- ForceSendFields []string `json:"-"`
-
- // NullFields is a list of field names (e.g. "CsvInstance") to include
- // in API requests with the JSON null value. By default, fields with
- // empty values are omitted from API requests. However, any field with
- // an empty value appearing in NullFields will be sent to the server as
- // null. It is an error if a field in this list has a non-empty value.
- // This may be used to include null fields in Patch requests.
- NullFields []string `json:"-"`
- }
-
- func (s *InputInput) MarshalJSON() ([]byte, error) {
- type NoMethod InputInput
- raw := NoMethod(*s)
- return gensupport.MarshalJSON(raw, s.ForceSendFields, s.NullFields)
- }
-
- type Output struct {
- Id string `json:"id,omitempty"`
-
- Kind string `json:"kind,omitempty"`
-
- OutputLabel string `json:"outputLabel,omitempty"`
-
- OutputMulti []*OutputOutputMulti `json:"outputMulti,omitempty"`
-
- OutputValue float64 `json:"outputValue,omitempty"`
-
- SelfLink string `json:"selfLink,omitempty"`
-
- // ServerResponse contains the HTTP response code and headers from the
- // server.
- googleapi.ServerResponse `json:"-"`
-
- // ForceSendFields is a list of field names (e.g. "Id") to
- // unconditionally include in API requests. By default, fields with
- // empty values are omitted from API requests. However, any non-pointer,
- // non-interface field appearing in ForceSendFields will be sent to the
- // server regardless of whether the field is empty or not. This may be
- // used to include empty fields in Patch requests.
- ForceSendFields []string `json:"-"`
-
- // NullFields is a list of field names (e.g. "Id") to include in API
- // requests with the JSON null value. By default, fields with empty
- // values are omitted from API requests. However, any field with an
- // empty value appearing in NullFields will be sent to the server as
- // null. It is an error if a field in this list has a non-empty value.
- // This may be used to include null fields in Patch requests.
- NullFields []string `json:"-"`
- }
-
- func (s *Output) MarshalJSON() ([]byte, error) {
- type NoMethod Output
- raw := NoMethod(*s)
- return gensupport.MarshalJSON(raw, s.ForceSendFields, s.NullFields)
- }
-
- func (s *Output) UnmarshalJSON(data []byte) error {
- type NoMethod Output
- var s1 struct {
- OutputValue gensupport.JSONFloat64 `json:"outputValue"`
- *NoMethod
- }
- s1.NoMethod = (*NoMethod)(s)
- if err := json.Unmarshal(data, &s1); err != nil {
- return err
- }
- s.OutputValue = float64(s1.OutputValue)
- return nil
- }
-
- type OutputOutputMulti struct {
- Label string `json:"label,omitempty"`
-
- Score float64 `json:"score,omitempty"`
-
- // ForceSendFields is a list of field names (e.g. "Label") to
- // unconditionally include in API requests. By default, fields with
- // empty values are omitted from API requests. However, any non-pointer,
- // non-interface field appearing in ForceSendFields will be sent to the
- // server regardless of whether the field is empty or not. This may be
- // used to include empty fields in Patch requests.
- ForceSendFields []string `json:"-"`
-
- // NullFields is a list of field names (e.g. "Label") to include in API
- // requests with the JSON null value. By default, fields with empty
- // values are omitted from API requests. However, any field with an
- // empty value appearing in NullFields will be sent to the server as
- // null. It is an error if a field in this list has a non-empty value.
- // This may be used to include null fields in Patch requests.
- NullFields []string `json:"-"`
- }
-
- func (s *OutputOutputMulti) MarshalJSON() ([]byte, error) {
- type NoMethod OutputOutputMulti
- raw := NoMethod(*s)
- return gensupport.MarshalJSON(raw, s.ForceSendFields, s.NullFields)
- }
-
- func (s *OutputOutputMulti) UnmarshalJSON(data []byte) error {
- type NoMethod OutputOutputMulti
- var s1 struct {
- Score gensupport.JSONFloat64 `json:"score"`
- *NoMethod
- }
- s1.NoMethod = (*NoMethod)(s)
- if err := json.Unmarshal(data, &s1); err != nil {
- return err
- }
- s.Score = float64(s1.Score)
- return nil
- }
-
- type Training struct {
- Id string `json:"id,omitempty"`
-
- Kind string `json:"kind,omitempty"`
-
- ModelInfo *TrainingModelInfo `json:"modelInfo,omitempty"`
-
- SelfLink string `json:"selfLink,omitempty"`
-
- TrainingStatus string `json:"trainingStatus,omitempty"`
-
- // ServerResponse contains the HTTP response code and headers from the
- // server.
- googleapi.ServerResponse `json:"-"`
-
- // ForceSendFields is a list of field names (e.g. "Id") to
- // unconditionally include in API requests. By default, fields with
- // empty values are omitted from API requests. However, any non-pointer,
- // non-interface field appearing in ForceSendFields will be sent to the
- // server regardless of whether the field is empty or not. This may be
- // used to include empty fields in Patch requests.
- ForceSendFields []string `json:"-"`
-
- // NullFields is a list of field names (e.g. "Id") to include in API
- // requests with the JSON null value. By default, fields with empty
- // values are omitted from API requests. However, any field with an
- // empty value appearing in NullFields will be sent to the server as
- // null. It is an error if a field in this list has a non-empty value.
- // This may be used to include null fields in Patch requests.
- NullFields []string `json:"-"`
- }
-
- func (s *Training) MarshalJSON() ([]byte, error) {
- type NoMethod Training
- raw := NoMethod(*s)
- return gensupport.MarshalJSON(raw, s.ForceSendFields, s.NullFields)
- }
-
- type TrainingModelInfo struct {
- ClassificationAccuracy float64 `json:"classificationAccuracy,omitempty"`
-
- MeanSquaredError float64 `json:"meanSquaredError,omitempty"`
-
- ModelType string `json:"modelType,omitempty"`
-
- // ForceSendFields is a list of field names (e.g.
- // "ClassificationAccuracy") to unconditionally include in API requests.
- // By default, fields with empty values are omitted from API requests.
- // However, any non-pointer, non-interface field appearing in
- // ForceSendFields will be sent to the server regardless of whether the
- // field is empty or not. This may be used to include empty fields in
- // Patch requests.
- ForceSendFields []string `json:"-"`
-
- // NullFields is a list of field names (e.g. "ClassificationAccuracy")
- // to include in API requests with the JSON null value. By default,
- // fields with empty values are omitted from API requests. However, any
- // field with an empty value appearing in NullFields will be sent to the
- // server as null. It is an error if a field in this list has a
- // non-empty value. This may be used to include null fields in Patch
- // requests.
- NullFields []string `json:"-"`
- }
-
- func (s *TrainingModelInfo) MarshalJSON() ([]byte, error) {
- type NoMethod TrainingModelInfo
- raw := NoMethod(*s)
- return gensupport.MarshalJSON(raw, s.ForceSendFields, s.NullFields)
- }
-
- func (s *TrainingModelInfo) UnmarshalJSON(data []byte) error {
- type NoMethod TrainingModelInfo
- var s1 struct {
- ClassificationAccuracy gensupport.JSONFloat64 `json:"classificationAccuracy"`
- MeanSquaredError gensupport.JSONFloat64 `json:"meanSquaredError"`
- *NoMethod
- }
- s1.NoMethod = (*NoMethod)(s)
- if err := json.Unmarshal(data, &s1); err != nil {
- return err
- }
- s.ClassificationAccuracy = float64(s1.ClassificationAccuracy)
- s.MeanSquaredError = float64(s1.MeanSquaredError)
- return nil
- }
-
- type Update struct {
- // ClassLabel: The true class label of this instance
- ClassLabel string `json:"classLabel,omitempty"`
-
- // CsvInstance: The input features for this instance
- CsvInstance []interface{} `json:"csvInstance,omitempty"`
-
- // ForceSendFields is a list of field names (e.g. "ClassLabel") to
- // unconditionally include in API requests. By default, fields with
- // empty values are omitted from API requests. However, any non-pointer,
- // non-interface field appearing in ForceSendFields will be sent to the
- // server regardless of whether the field is empty or not. This may be
- // used to include empty fields in Patch requests.
- ForceSendFields []string `json:"-"`
-
- // NullFields is a list of field names (e.g. "ClassLabel") to include in
- // API requests with the JSON null value. By default, fields with empty
- // values are omitted from API requests. However, any field with an
- // empty value appearing in NullFields will be sent to the server as
- // null. It is an error if a field in this list has a non-empty value.
- // This may be used to include null fields in Patch requests.
- NullFields []string `json:"-"`
- }
-
- func (s *Update) MarshalJSON() ([]byte, error) {
- type NoMethod Update
- raw := NoMethod(*s)
- return gensupport.MarshalJSON(raw, s.ForceSendFields, s.NullFields)
- }
-
- // method id "prediction.predict":
-
- type PredictCall struct {
- s *Service
- data string
- input *Input
- urlParams_ gensupport.URLParams
- ctx_ context.Context
- header_ http.Header
- }
-
- // Predict: Submit data and request a prediction
- func (s *Service) Predict(data string, input *Input) *PredictCall {
- c := &PredictCall{s: s, urlParams_: make(gensupport.URLParams)}
- c.data = data
- c.input = input
- return c
- }
-
- // Fields allows partial responses to be retrieved. See
- // https://developers.google.com/gdata/docs/2.0/basics#PartialResponse
- // for more information.
- func (c *PredictCall) Fields(s ...googleapi.Field) *PredictCall {
- c.urlParams_.Set("fields", googleapi.CombineFields(s))
- return c
- }
-
- // Context sets the context to be used in this call's Do method. Any
- // pending HTTP request will be aborted if the provided context is
- // canceled.
- func (c *PredictCall) Context(ctx context.Context) *PredictCall {
- c.ctx_ = ctx
- return c
- }
-
- // Header returns an http.Header that can be modified by the caller to
- // add HTTP headers to the request.
- func (c *PredictCall) Header() http.Header {
- if c.header_ == nil {
- c.header_ = make(http.Header)
- }
- return c.header_
- }
-
- func (c *PredictCall) doRequest(alt string) (*http.Response, error) {
- reqHeaders := make(http.Header)
- for k, v := range c.header_ {
- reqHeaders[k] = v
- }
- reqHeaders.Set("User-Agent", c.s.userAgent())
- var body io.Reader = nil
- body, err := googleapi.WithoutDataWrapper.JSONReader(c.input)
- if err != nil {
- return nil, err
- }
- reqHeaders.Set("Content-Type", "application/json")
- c.urlParams_.Set("alt", alt)
- urls := googleapi.ResolveRelative(c.s.BasePath, "training/{data}/predict")
- urls += "?" + c.urlParams_.Encode()
- req, _ := http.NewRequest("POST", urls, body)
- req.Header = reqHeaders
- googleapi.Expand(req.URL, map[string]string{
- "data": c.data,
- })
- return gensupport.SendRequest(c.ctx_, c.s.client, req)
- }
-
- // Do executes the "prediction.predict" call.
- // Exactly one of *Output or error will be non-nil. Any non-2xx status
- // code is an error. Response headers are in either
- // *Output.ServerResponse.Header or (if a response was returned at all)
- // in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to
- // check whether the returned error was because http.StatusNotModified
- // was returned.
- func (c *PredictCall) Do(opts ...googleapi.CallOption) (*Output, error) {
- gensupport.SetOptions(c.urlParams_, opts...)
- res, err := c.doRequest("json")
- if res != nil && res.StatusCode == http.StatusNotModified {
- if res.Body != nil {
- res.Body.Close()
- }
- return nil, &googleapi.Error{
- Code: res.StatusCode,
- Header: res.Header,
- }
- }
- if err != nil {
- return nil, err
- }
- defer googleapi.CloseBody(res)
- if err := googleapi.CheckResponse(res); err != nil {
- return nil, err
- }
- ret := &Output{
- ServerResponse: googleapi.ServerResponse{
- Header: res.Header,
- HTTPStatusCode: res.StatusCode,
- },
- }
- target := &ret
- if err := gensupport.DecodeResponse(target, res); err != nil {
- return nil, err
- }
- return ret, nil
- // {
- // "description": "Submit data and request a prediction",
- // "httpMethod": "POST",
- // "id": "prediction.predict",
- // "parameterOrder": [
- // "data"
- // ],
- // "parameters": {
- // "data": {
- // "description": "mybucket%2Fmydata resource in Google Storage",
- // "location": "path",
- // "required": true,
- // "type": "string"
- // }
- // },
- // "path": "training/{data}/predict",
- // "request": {
- // "$ref": "Input"
- // },
- // "response": {
- // "$ref": "Output"
- // },
- // "scopes": [
- // "https://www.googleapis.com/auth/prediction"
- // ]
- // }
-
- }
-
- // method id "prediction.hostedmodels.predict":
-
- type HostedmodelsPredictCall struct {
- s *Service
- hostedModelName string
- input *Input
- urlParams_ gensupport.URLParams
- ctx_ context.Context
- header_ http.Header
- }
-
- // Predict: Submit input and request an output against a hosted model
- func (r *HostedmodelsService) Predict(hostedModelName string, input *Input) *HostedmodelsPredictCall {
- c := &HostedmodelsPredictCall{s: r.s, urlParams_: make(gensupport.URLParams)}
- c.hostedModelName = hostedModelName
- c.input = input
- return c
- }
-
- // Fields allows partial responses to be retrieved. See
- // https://developers.google.com/gdata/docs/2.0/basics#PartialResponse
- // for more information.
- func (c *HostedmodelsPredictCall) Fields(s ...googleapi.Field) *HostedmodelsPredictCall {
- c.urlParams_.Set("fields", googleapi.CombineFields(s))
- return c
- }
-
- // Context sets the context to be used in this call's Do method. Any
- // pending HTTP request will be aborted if the provided context is
- // canceled.
- func (c *HostedmodelsPredictCall) Context(ctx context.Context) *HostedmodelsPredictCall {
- c.ctx_ = ctx
- return c
- }
-
- // Header returns an http.Header that can be modified by the caller to
- // add HTTP headers to the request.
- func (c *HostedmodelsPredictCall) Header() http.Header {
- if c.header_ == nil {
- c.header_ = make(http.Header)
- }
- return c.header_
- }
-
- func (c *HostedmodelsPredictCall) doRequest(alt string) (*http.Response, error) {
- reqHeaders := make(http.Header)
- for k, v := range c.header_ {
- reqHeaders[k] = v
- }
- reqHeaders.Set("User-Agent", c.s.userAgent())
- var body io.Reader = nil
- body, err := googleapi.WithoutDataWrapper.JSONReader(c.input)
- if err != nil {
- return nil, err
- }
- reqHeaders.Set("Content-Type", "application/json")
- c.urlParams_.Set("alt", alt)
- urls := googleapi.ResolveRelative(c.s.BasePath, "hostedmodels/{hostedModelName}/predict")
- urls += "?" + c.urlParams_.Encode()
- req, _ := http.NewRequest("POST", urls, body)
- req.Header = reqHeaders
- googleapi.Expand(req.URL, map[string]string{
- "hostedModelName": c.hostedModelName,
- })
- return gensupport.SendRequest(c.ctx_, c.s.client, req)
- }
-
- // Do executes the "prediction.hostedmodels.predict" call.
- // Exactly one of *Output or error will be non-nil. Any non-2xx status
- // code is an error. Response headers are in either
- // *Output.ServerResponse.Header or (if a response was returned at all)
- // in error.(*googleapi.Error).Header. Use googleapi.IsNotModified to
- // check whether the returned error was because http.StatusNotModified
- // was returned.
- func (c *HostedmodelsPredictCall) Do(opts ...googleapi.CallOption) (*Output, error) {
- gensupport.SetOptions(c.urlParams_, opts...)
- res, err := c.doRequest("json")
- if res != nil && res.StatusCode == http.StatusNotModified {
- if res.Body != nil {
- res.Body.Close()
- }
- return nil, &googleapi.Error{
- Code: res.StatusCode,
- Header: res.Header,
- }
- }
- if err != nil {
- return nil, err
- }
- defer googleapi.CloseBody(res)
- if err := googleapi.CheckResponse(res); err != nil {
- return nil, err
- }
- ret := &Output{
- ServerResponse: googleapi.ServerResponse{
- Header: res.Header,
- HTTPStatusCode: res.StatusCode,
- },
- }
- target := &ret
- if err := gensupport.DecodeResponse(target, res); err != nil {
- return nil, err
- }
- return ret, nil
- // {
- // "description": "Submit input and request an output against a hosted model",
- // "httpMethod": "POST",
- // "id": "prediction.hostedmodels.predict",
- // "parameterOrder": [
- // "hostedModelName"
- // ],
- // "parameters": {
- // "hostedModelName": {
- // "description": "The name of a hosted model",
- // "location": "path",
- // "required": true,
- // "type": "string"
- // }
- // },
- // "path": "hostedmodels/{hostedModelName}/predict",
- // "request": {
- // "$ref": "Input"
- // },
- // "response": {
- // "$ref": "Output"
- // },
- // "scopes": [
- // "https://www.googleapis.com/auth/prediction"
- // ]
- // }
-
- }
-
- // method id "prediction.training.delete":
-
- type TrainingDeleteCall struct {
- s *Service
- data string
- urlParams_ gensupport.URLParams
- ctx_ context.Context
- header_ http.Header
- }
-
- // Delete: Delete a trained model
- func (r *TrainingService) Delete(data string) *TrainingDeleteCall {
- c := &TrainingDeleteCall{s: r.s, urlParams_: make(gensupport.URLParams)}
- c.data = data
- return c
- }
-
- // Fields allows partial responses to be retrieved. See
- // https://developers.google.com/gdata/docs/2.0/basics#PartialResponse
- // for more information.
- func (c *TrainingDeleteCall) Fields(s ...googleapi.Field) *TrainingDeleteCall {
- c.urlParams_.Set("fields", googleapi.CombineFields(s))
- return c
- }
-
- // Context sets the context to be used in this call's Do method. Any
- // pending HTTP request will be aborted if the provided context is
- // canceled.
- func (c *TrainingDeleteCall) Context(ctx context.Context) *TrainingDeleteCall {
- c.ctx_ = ctx
- return c
- }
-
- // Header returns an http.Header that can be modified by the caller to
- // add HTTP headers to the request.
- func (c *TrainingDeleteCall) Header() http.Header {
- if c.header_ == nil {
- c.header_ = make(http.Header)
- }
- return c.header_
- }
-
- func (c *TrainingDeleteCall) doRequest(alt string) (*http.Response, error) {
- reqHeaders := make(http.Header)
- for k, v := range c.header_ {
- reqHeaders[k] = v
- }
- reqHeaders.Set("User-Agent", c.s.userAgent())
- var body io.Reader = nil
- c.urlParams_.Set("alt", alt)
- urls := googleapi.ResolveRelative(c.s.BasePath, "training/{data}")
- urls += "?" + c.urlParams_.Encode()
- req, _ := http.NewRequest("DELETE", urls, body)
- req.Header = reqHeaders
- googleapi.Expand(req.URL, map[string]string{
- "data": c.data,
- })
- return gensupport.SendRequest(c.ctx_, c.s.client, req)
- }
-
- // Do executes the "prediction.training.delete" call.
- func (c *TrainingDeleteCall) Do(opts ...googleapi.CallOption) error {
- gensupport.SetOptions(c.urlParams_, opts...)
- res, err := c.doRequest("json")
- if err != nil {
- return err
- }
- defer googleapi.CloseBody(res)
- if err := googleapi.CheckResponse(res); err != nil {
- return err
- }
- return nil
- // {
- // "description": "Delete a trained model",
- // "httpMethod": "DELETE",
- // "id": "prediction.training.delete",
- // "parameterOrder": [
- // "data"
- // ],
- // "parameters": {
- // "data": {
- // "description": "mybucket/mydata resource in Google Storage",
- // "location": "path",
- // "required": true,
- // "type": "string"
- // }
- // },
- // "path": "training/{data}",
- // "scopes": [
- // "https://www.googleapis.com/auth/prediction"
- // ]
- // }
-
- }
-
- // method id "prediction.training.get":
-
- type TrainingGetCall struct {
- s *Service
- data string
- urlParams_ gensupport.URLParams
- ifNoneMatch_ string
- ctx_ context.Context
- header_ http.Header
- }
-
- // Get: Check training status of your model
- func (r *TrainingService) Get(data string) *TrainingGetCall {
- c := &TrainingGetCall{s: r.s, urlParams_: make(gensupport.URLParams)}
- c.data = data
- return c
- }
-
- // Fields allows partial responses to be retrieved. See
- // https://developers.google.com/gdata/docs/2.0/basics#PartialResponse
- // for more information.
- func (c *TrainingGetCall) Fields(s ...googleapi.Field) *TrainingGetCall {
- c.urlParams_.Set("fields", googleapi.CombineFields(s))
- return c
- }
-
- // IfNoneMatch sets the optional parameter which makes the operation
- // fail if the object's ETag matches the given value. This is useful for
- // getting updates only after the object has changed since the last
- // request. Use googleapi.IsNotModified to check whether the response
- // error from Do is the result of In-None-Match.
- func (c *TrainingGetCall) IfNoneMatch(entityTag string) *TrainingGetCall {
- c.ifNoneMatch_ = entityTag
- return c
- }
-
- // Context sets the context to be used in this call's Do method. Any
- // pending HTTP request will be aborted if the provided context is
- // canceled.
- func (c *TrainingGetCall) Context(ctx context.Context) *TrainingGetCall {
- c.ctx_ = ctx
- return c
- }
-
- // Header returns an http.Header that can be modified by the caller to
- // add HTTP headers to the request.
- func (c *TrainingGetCall) Header() http.Header {
- if c.header_ == nil {
- c.header_ = make(http.Header)
- }
- return c.header_
- }
-
- func (c *TrainingGetCall) doRequest(alt string) (*http.Response, error) {
- reqHeaders := make(http.Header)
- for k, v := range c.header_ {
- reqHeaders[k] = v
- }
- reqHeaders.Set("User-Agent", c.s.userAgent())
- if c.ifNoneMatch_ != "" {
- reqHeaders.Set("If-None-Match", c.ifNoneMatch_)
- }
- var body io.Reader = nil
- c.urlParams_.Set("alt", alt)
- urls := googleapi.ResolveRelative(c.s.BasePath, "training/{data}")
- urls += "?" + c.urlParams_.Encode()
- req, _ := http.NewRequest("GET", urls, body)
- req.Header = reqHeaders
- googleapi.Expand(req.URL, map[string]string{
- "data": c.data,
- })
- return gensupport.SendRequest(c.ctx_, c.s.client, req)
- }
-
- // Do executes the "prediction.training.get" call.
- // Exactly one of *Training or error will be non-nil. Any non-2xx status
- // code is an error. Response headers are in either
- // *Training.ServerResponse.Header or (if a response was returned at
- // all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified
- // to check whether the returned error was because
- // http.StatusNotModified was returned.
- func (c *TrainingGetCall) Do(opts ...googleapi.CallOption) (*Training, error) {
- gensupport.SetOptions(c.urlParams_, opts...)
- res, err := c.doRequest("json")
- if res != nil && res.StatusCode == http.StatusNotModified {
- if res.Body != nil {
- res.Body.Close()
- }
- return nil, &googleapi.Error{
- Code: res.StatusCode,
- Header: res.Header,
- }
- }
- if err != nil {
- return nil, err
- }
- defer googleapi.CloseBody(res)
- if err := googleapi.CheckResponse(res); err != nil {
- return nil, err
- }
- ret := &Training{
- ServerResponse: googleapi.ServerResponse{
- Header: res.Header,
- HTTPStatusCode: res.StatusCode,
- },
- }
- target := &ret
- if err := gensupport.DecodeResponse(target, res); err != nil {
- return nil, err
- }
- return ret, nil
- // {
- // "description": "Check training status of your model",
- // "httpMethod": "GET",
- // "id": "prediction.training.get",
- // "parameterOrder": [
- // "data"
- // ],
- // "parameters": {
- // "data": {
- // "description": "mybucket/mydata resource in Google Storage",
- // "location": "path",
- // "required": true,
- // "type": "string"
- // }
- // },
- // "path": "training/{data}",
- // "response": {
- // "$ref": "Training"
- // },
- // "scopes": [
- // "https://www.googleapis.com/auth/prediction"
- // ]
- // }
-
- }
-
- // method id "prediction.training.insert":
-
- type TrainingInsertCall struct {
- s *Service
- training *Training
- urlParams_ gensupport.URLParams
- ctx_ context.Context
- header_ http.Header
- }
-
- // Insert: Begin training your model
- func (r *TrainingService) Insert(training *Training) *TrainingInsertCall {
- c := &TrainingInsertCall{s: r.s, urlParams_: make(gensupport.URLParams)}
- c.training = training
- return c
- }
-
- // Data sets the optional parameter "data": mybucket/mydata resource in
- // Google Storage
- func (c *TrainingInsertCall) Data(data string) *TrainingInsertCall {
- c.urlParams_.Set("data", data)
- return c
- }
-
- // Fields allows partial responses to be retrieved. See
- // https://developers.google.com/gdata/docs/2.0/basics#PartialResponse
- // for more information.
- func (c *TrainingInsertCall) Fields(s ...googleapi.Field) *TrainingInsertCall {
- c.urlParams_.Set("fields", googleapi.CombineFields(s))
- return c
- }
-
- // Context sets the context to be used in this call's Do method. Any
- // pending HTTP request will be aborted if the provided context is
- // canceled.
- func (c *TrainingInsertCall) Context(ctx context.Context) *TrainingInsertCall {
- c.ctx_ = ctx
- return c
- }
-
- // Header returns an http.Header that can be modified by the caller to
- // add HTTP headers to the request.
- func (c *TrainingInsertCall) Header() http.Header {
- if c.header_ == nil {
- c.header_ = make(http.Header)
- }
- return c.header_
- }
-
- func (c *TrainingInsertCall) doRequest(alt string) (*http.Response, error) {
- reqHeaders := make(http.Header)
- for k, v := range c.header_ {
- reqHeaders[k] = v
- }
- reqHeaders.Set("User-Agent", c.s.userAgent())
- var body io.Reader = nil
- body, err := googleapi.WithoutDataWrapper.JSONReader(c.training)
- if err != nil {
- return nil, err
- }
- reqHeaders.Set("Content-Type", "application/json")
- c.urlParams_.Set("alt", alt)
- urls := googleapi.ResolveRelative(c.s.BasePath, "training")
- urls += "?" + c.urlParams_.Encode()
- req, _ := http.NewRequest("POST", urls, body)
- req.Header = reqHeaders
- return gensupport.SendRequest(c.ctx_, c.s.client, req)
- }
-
- // Do executes the "prediction.training.insert" call.
- // Exactly one of *Training or error will be non-nil. Any non-2xx status
- // code is an error. Response headers are in either
- // *Training.ServerResponse.Header or (if a response was returned at
- // all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified
- // to check whether the returned error was because
- // http.StatusNotModified was returned.
- func (c *TrainingInsertCall) Do(opts ...googleapi.CallOption) (*Training, error) {
- gensupport.SetOptions(c.urlParams_, opts...)
- res, err := c.doRequest("json")
- if res != nil && res.StatusCode == http.StatusNotModified {
- if res.Body != nil {
- res.Body.Close()
- }
- return nil, &googleapi.Error{
- Code: res.StatusCode,
- Header: res.Header,
- }
- }
- if err != nil {
- return nil, err
- }
- defer googleapi.CloseBody(res)
- if err := googleapi.CheckResponse(res); err != nil {
- return nil, err
- }
- ret := &Training{
- ServerResponse: googleapi.ServerResponse{
- Header: res.Header,
- HTTPStatusCode: res.StatusCode,
- },
- }
- target := &ret
- if err := gensupport.DecodeResponse(target, res); err != nil {
- return nil, err
- }
- return ret, nil
- // {
- // "description": "Begin training your model",
- // "httpMethod": "POST",
- // "id": "prediction.training.insert",
- // "parameters": {
- // "data": {
- // "description": "mybucket/mydata resource in Google Storage",
- // "location": "query",
- // "type": "string"
- // }
- // },
- // "path": "training",
- // "request": {
- // "$ref": "Training"
- // },
- // "response": {
- // "$ref": "Training"
- // },
- // "scopes": [
- // "https://www.googleapis.com/auth/devstorage.full_control",
- // "https://www.googleapis.com/auth/devstorage.read_only",
- // "https://www.googleapis.com/auth/devstorage.read_write",
- // "https://www.googleapis.com/auth/prediction"
- // ]
- // }
-
- }
-
- // method id "prediction.training.update":
-
- type TrainingUpdateCall struct {
- s *Service
- data string
- update *Update
- urlParams_ gensupport.URLParams
- ctx_ context.Context
- header_ http.Header
- }
-
- // Update: Add new data to a trained model
- func (r *TrainingService) Update(data string, update *Update) *TrainingUpdateCall {
- c := &TrainingUpdateCall{s: r.s, urlParams_: make(gensupport.URLParams)}
- c.data = data
- c.update = update
- return c
- }
-
- // Fields allows partial responses to be retrieved. See
- // https://developers.google.com/gdata/docs/2.0/basics#PartialResponse
- // for more information.
- func (c *TrainingUpdateCall) Fields(s ...googleapi.Field) *TrainingUpdateCall {
- c.urlParams_.Set("fields", googleapi.CombineFields(s))
- return c
- }
-
- // Context sets the context to be used in this call's Do method. Any
- // pending HTTP request will be aborted if the provided context is
- // canceled.
- func (c *TrainingUpdateCall) Context(ctx context.Context) *TrainingUpdateCall {
- c.ctx_ = ctx
- return c
- }
-
- // Header returns an http.Header that can be modified by the caller to
- // add HTTP headers to the request.
- func (c *TrainingUpdateCall) Header() http.Header {
- if c.header_ == nil {
- c.header_ = make(http.Header)
- }
- return c.header_
- }
-
- func (c *TrainingUpdateCall) doRequest(alt string) (*http.Response, error) {
- reqHeaders := make(http.Header)
- for k, v := range c.header_ {
- reqHeaders[k] = v
- }
- reqHeaders.Set("User-Agent", c.s.userAgent())
- var body io.Reader = nil
- body, err := googleapi.WithoutDataWrapper.JSONReader(c.update)
- if err != nil {
- return nil, err
- }
- reqHeaders.Set("Content-Type", "application/json")
- c.urlParams_.Set("alt", alt)
- urls := googleapi.ResolveRelative(c.s.BasePath, "training/{data}")
- urls += "?" + c.urlParams_.Encode()
- req, _ := http.NewRequest("PUT", urls, body)
- req.Header = reqHeaders
- googleapi.Expand(req.URL, map[string]string{
- "data": c.data,
- })
- return gensupport.SendRequest(c.ctx_, c.s.client, req)
- }
-
- // Do executes the "prediction.training.update" call.
- // Exactly one of *Training or error will be non-nil. Any non-2xx status
- // code is an error. Response headers are in either
- // *Training.ServerResponse.Header or (if a response was returned at
- // all) in error.(*googleapi.Error).Header. Use googleapi.IsNotModified
- // to check whether the returned error was because
- // http.StatusNotModified was returned.
- func (c *TrainingUpdateCall) Do(opts ...googleapi.CallOption) (*Training, error) {
- gensupport.SetOptions(c.urlParams_, opts...)
- res, err := c.doRequest("json")
- if res != nil && res.StatusCode == http.StatusNotModified {
- if res.Body != nil {
- res.Body.Close()
- }
- return nil, &googleapi.Error{
- Code: res.StatusCode,
- Header: res.Header,
- }
- }
- if err != nil {
- return nil, err
- }
- defer googleapi.CloseBody(res)
- if err := googleapi.CheckResponse(res); err != nil {
- return nil, err
- }
- ret := &Training{
- ServerResponse: googleapi.ServerResponse{
- Header: res.Header,
- HTTPStatusCode: res.StatusCode,
- },
- }
- target := &ret
- if err := gensupport.DecodeResponse(target, res); err != nil {
- return nil, err
- }
- return ret, nil
- // {
- // "description": "Add new data to a trained model",
- // "httpMethod": "PUT",
- // "id": "prediction.training.update",
- // "parameterOrder": [
- // "data"
- // ],
- // "parameters": {
- // "data": {
- // "description": "mybucket/mydata resource in Google Storage",
- // "location": "path",
- // "required": true,
- // "type": "string"
- // }
- // },
- // "path": "training/{data}",
- // "request": {
- // "$ref": "Update"
- // },
- // "response": {
- // "$ref": "Training"
- // },
- // "scopes": [
- // "https://www.googleapis.com/auth/prediction"
- // ]
- // }
-
- }
|