OLD | NEW |
| 1 // This is a generated file (see the discoveryapis_generator project). |
| 2 |
1 library googleapis.prediction.v1_6; | 3 library googleapis.prediction.v1_6; |
2 | 4 |
3 import "dart:core" as core; | 5 import 'dart:core' as core; |
4 import "dart:collection" as collection; | 6 import 'dart:collection' as collection; |
5 import "dart:async" as async; | 7 import 'dart:async' as async; |
6 import "dart:convert" as convert; | 8 import 'dart:convert' as convert; |
7 | 9 |
8 import "package:crypto/crypto.dart" as crypto; | 10 import 'package:_discoveryapis_commons/_discoveryapis_commons.dart' as commons; |
| 11 import 'package:crypto/crypto.dart' as crypto; |
9 import 'package:http/http.dart' as http; | 12 import 'package:http/http.dart' as http; |
10 import '../src/common_internal.dart' as common_internal; | |
11 import '../common/common.dart' as common; | |
12 | 13 |
13 export '../common/common.dart' show ApiRequestError; | 14 export 'package:_discoveryapis_commons/_discoveryapis_commons.dart' show |
14 export '../common/common.dart' show DetailedApiRequestError; | 15 ApiRequestError, DetailedApiRequestError; |
| 16 |
| 17 const core.String USER_AGENT = 'dart-api-client prediction/v1.6'; |
15 | 18 |
16 /** | 19 /** |
17 * Lets you access a cloud hosted machine learning service that makes it easy to | 20 * Lets you access a cloud hosted machine learning service that makes it easy to |
18 * build smart apps | 21 * build smart apps |
19 */ | 22 */ |
20 class PredictionApi { | 23 class PredictionApi { |
21 /** Manage your data and permissions in Google Cloud Storage */ | 24 /** Manage your data and permissions in Google Cloud Storage */ |
22 static const DevstorageFullControlScope = "https://www.googleapis.com/auth/dev
storage.full_control"; | 25 static const DevstorageFullControlScope = "https://www.googleapis.com/auth/dev
storage.full_control"; |
23 | 26 |
24 /** View your data in Google Cloud Storage */ | 27 /** View your data in Google Cloud Storage */ |
25 static const DevstorageReadOnlyScope = "https://www.googleapis.com/auth/devsto
rage.read_only"; | 28 static const DevstorageReadOnlyScope = "https://www.googleapis.com/auth/devsto
rage.read_only"; |
26 | 29 |
27 /** Manage your data in Google Cloud Storage */ | 30 /** Manage your data in Google Cloud Storage */ |
28 static const DevstorageReadWriteScope = "https://www.googleapis.com/auth/devst
orage.read_write"; | 31 static const DevstorageReadWriteScope = "https://www.googleapis.com/auth/devst
orage.read_write"; |
29 | 32 |
30 /** Manage your data in the Google Prediction API */ | 33 /** Manage your data in the Google Prediction API */ |
31 static const PredictionScope = "https://www.googleapis.com/auth/prediction"; | 34 static const PredictionScope = "https://www.googleapis.com/auth/prediction"; |
32 | 35 |
33 | 36 |
34 final common_internal.ApiRequester _requester; | 37 final commons.ApiRequester _requester; |
35 | 38 |
36 HostedmodelsResourceApi get hostedmodels => new HostedmodelsResourceApi(_reque
ster); | 39 HostedmodelsResourceApi get hostedmodels => new HostedmodelsResourceApi(_reque
ster); |
37 TrainedmodelsResourceApi get trainedmodels => new TrainedmodelsResourceApi(_re
quester); | 40 TrainedmodelsResourceApi get trainedmodels => new TrainedmodelsResourceApi(_re
quester); |
38 | 41 |
39 PredictionApi(http.Client client, {core.String rootUrl: "https://www.googleapi
s.com/", core.String servicePath: "prediction/v1.6/projects/"}) : | 42 PredictionApi(http.Client client, {core.String rootUrl: "https://www.googleapi
s.com/", core.String servicePath: "prediction/v1.6/projects/"}) : |
40 _requester = new common_internal.ApiRequester(client, rootUrl, servicePath
); | 43 _requester = new commons.ApiRequester(client, rootUrl, servicePath, USER_A
GENT); |
41 } | 44 } |
42 | 45 |
43 | 46 |
44 /** Not documented yet. */ | |
45 class HostedmodelsResourceApi { | 47 class HostedmodelsResourceApi { |
46 final common_internal.ApiRequester _requester; | 48 final commons.ApiRequester _requester; |
47 | 49 |
48 HostedmodelsResourceApi(common_internal.ApiRequester client) : | 50 HostedmodelsResourceApi(commons.ApiRequester client) : |
49 _requester = client; | 51 _requester = client; |
50 | 52 |
51 /** | 53 /** |
52 * Submit input and request an output against a hosted model. | 54 * Submit input and request an output against a hosted model. |
53 * | 55 * |
54 * [request] - The metadata request object. | 56 * [request] - The metadata request object. |
55 * | 57 * |
56 * Request parameters: | 58 * Request parameters: |
57 * | 59 * |
58 * [project] - The project associated with the model. | 60 * [project] - The project associated with the model. |
59 * | 61 * |
60 * [hostedModelName] - The name of a hosted model. | 62 * [hostedModelName] - The name of a hosted model. |
61 * | 63 * |
62 * Completes with a [Output]. | 64 * Completes with a [Output]. |
63 * | 65 * |
64 * Completes with a [common.ApiRequestError] if the API endpoint returned an | 66 * Completes with a [commons.ApiRequestError] if the API endpoint returned an |
65 * error. | 67 * error. |
66 * | 68 * |
67 * If the used [http.Client] completes with an error when making a REST call, | 69 * If the used [http.Client] completes with an error when making a REST call, |
68 * this method will complete with the same error. | 70 * this method will complete with the same error. |
69 */ | 71 */ |
70 async.Future<Output> predict(Input request, core.String project, core.String h
ostedModelName) { | 72 async.Future<Output> predict(Input request, core.String project, core.String h
ostedModelName) { |
71 var _url = null; | 73 var _url = null; |
72 var _queryParams = new core.Map(); | 74 var _queryParams = new core.Map(); |
73 var _uploadMedia = null; | 75 var _uploadMedia = null; |
74 var _uploadOptions = null; | 76 var _uploadOptions = null; |
75 var _downloadOptions = common.DownloadOptions.Metadata; | 77 var _downloadOptions = commons.DownloadOptions.Metadata; |
76 var _body = null; | 78 var _body = null; |
77 | 79 |
78 if (request != null) { | 80 if (request != null) { |
79 _body = convert.JSON.encode((request).toJson()); | 81 _body = convert.JSON.encode((request).toJson()); |
80 } | 82 } |
81 if (project == null) { | 83 if (project == null) { |
82 throw new core.ArgumentError("Parameter project is required."); | 84 throw new core.ArgumentError("Parameter project is required."); |
83 } | 85 } |
84 if (hostedModelName == null) { | 86 if (hostedModelName == null) { |
85 throw new core.ArgumentError("Parameter hostedModelName is required."); | 87 throw new core.ArgumentError("Parameter hostedModelName is required."); |
86 } | 88 } |
87 | 89 |
88 | 90 |
89 _url = common_internal.Escaper.ecapeVariable('$project') + '/hostedmodels/'
+ common_internal.Escaper.ecapeVariable('$hostedModelName') + '/predict'; | 91 _url = commons.Escaper.ecapeVariable('$project') + '/hostedmodels/' + common
s.Escaper.ecapeVariable('$hostedModelName') + '/predict'; |
90 | 92 |
91 var _response = _requester.request(_url, | 93 var _response = _requester.request(_url, |
92 "POST", | 94 "POST", |
93 body: _body, | 95 body: _body, |
94 queryParams: _queryParams, | 96 queryParams: _queryParams, |
95 uploadOptions: _uploadOptions, | 97 uploadOptions: _uploadOptions, |
96 uploadMedia: _uploadMedia, | 98 uploadMedia: _uploadMedia, |
97 downloadOptions: _downloadOptions); | 99 downloadOptions: _downloadOptions); |
98 return _response.then((data) => new Output.fromJson(data)); | 100 return _response.then((data) => new Output.fromJson(data)); |
99 } | 101 } |
100 | 102 |
101 } | 103 } |
102 | 104 |
103 | 105 |
104 /** Not documented yet. */ | |
105 class TrainedmodelsResourceApi { | 106 class TrainedmodelsResourceApi { |
106 final common_internal.ApiRequester _requester; | 107 final commons.ApiRequester _requester; |
107 | 108 |
108 TrainedmodelsResourceApi(common_internal.ApiRequester client) : | 109 TrainedmodelsResourceApi(commons.ApiRequester client) : |
109 _requester = client; | 110 _requester = client; |
110 | 111 |
111 /** | 112 /** |
112 * Get analysis of the model and the data the model was trained on. | 113 * Get analysis of the model and the data the model was trained on. |
113 * | 114 * |
114 * Request parameters: | 115 * Request parameters: |
115 * | 116 * |
116 * [project] - The project associated with the model. | 117 * [project] - The project associated with the model. |
117 * | 118 * |
118 * [id] - The unique name for the predictive model. | 119 * [id] - The unique name for the predictive model. |
119 * | 120 * |
120 * Completes with a [Analyze]. | 121 * Completes with a [Analyze]. |
121 * | 122 * |
122 * Completes with a [common.ApiRequestError] if the API endpoint returned an | 123 * Completes with a [commons.ApiRequestError] if the API endpoint returned an |
123 * error. | 124 * error. |
124 * | 125 * |
125 * If the used [http.Client] completes with an error when making a REST call, | 126 * If the used [http.Client] completes with an error when making a REST call, |
126 * this method will complete with the same error. | 127 * this method will complete with the same error. |
127 */ | 128 */ |
128 async.Future<Analyze> analyze(core.String project, core.String id) { | 129 async.Future<Analyze> analyze(core.String project, core.String id) { |
129 var _url = null; | 130 var _url = null; |
130 var _queryParams = new core.Map(); | 131 var _queryParams = new core.Map(); |
131 var _uploadMedia = null; | 132 var _uploadMedia = null; |
132 var _uploadOptions = null; | 133 var _uploadOptions = null; |
133 var _downloadOptions = common.DownloadOptions.Metadata; | 134 var _downloadOptions = commons.DownloadOptions.Metadata; |
134 var _body = null; | 135 var _body = null; |
135 | 136 |
136 if (project == null) { | 137 if (project == null) { |
137 throw new core.ArgumentError("Parameter project is required."); | 138 throw new core.ArgumentError("Parameter project is required."); |
138 } | 139 } |
139 if (id == null) { | 140 if (id == null) { |
140 throw new core.ArgumentError("Parameter id is required."); | 141 throw new core.ArgumentError("Parameter id is required."); |
141 } | 142 } |
142 | 143 |
143 | 144 |
144 _url = common_internal.Escaper.ecapeVariable('$project') + '/trainedmodels/'
+ common_internal.Escaper.ecapeVariable('$id') + '/analyze'; | 145 _url = commons.Escaper.ecapeVariable('$project') + '/trainedmodels/' + commo
ns.Escaper.ecapeVariable('$id') + '/analyze'; |
145 | 146 |
146 var _response = _requester.request(_url, | 147 var _response = _requester.request(_url, |
147 "GET", | 148 "GET", |
148 body: _body, | 149 body: _body, |
149 queryParams: _queryParams, | 150 queryParams: _queryParams, |
150 uploadOptions: _uploadOptions, | 151 uploadOptions: _uploadOptions, |
151 uploadMedia: _uploadMedia, | 152 uploadMedia: _uploadMedia, |
152 downloadOptions: _downloadOptions); | 153 downloadOptions: _downloadOptions); |
153 return _response.then((data) => new Analyze.fromJson(data)); | 154 return _response.then((data) => new Analyze.fromJson(data)); |
154 } | 155 } |
155 | 156 |
156 /** | 157 /** |
157 * Delete a trained model. | 158 * Delete a trained model. |
158 * | 159 * |
159 * Request parameters: | 160 * Request parameters: |
160 * | 161 * |
161 * [project] - The project associated with the model. | 162 * [project] - The project associated with the model. |
162 * | 163 * |
163 * [id] - The unique name for the predictive model. | 164 * [id] - The unique name for the predictive model. |
164 * | 165 * |
165 * Completes with a [common.ApiRequestError] if the API endpoint returned an | 166 * Completes with a [commons.ApiRequestError] if the API endpoint returned an |
166 * error. | 167 * error. |
167 * | 168 * |
168 * If the used [http.Client] completes with an error when making a REST call, | 169 * If the used [http.Client] completes with an error when making a REST call, |
169 * this method will complete with the same error. | 170 * this method will complete with the same error. |
170 */ | 171 */ |
171 async.Future delete(core.String project, core.String id) { | 172 async.Future delete(core.String project, core.String id) { |
172 var _url = null; | 173 var _url = null; |
173 var _queryParams = new core.Map(); | 174 var _queryParams = new core.Map(); |
174 var _uploadMedia = null; | 175 var _uploadMedia = null; |
175 var _uploadOptions = null; | 176 var _uploadOptions = null; |
176 var _downloadOptions = common.DownloadOptions.Metadata; | 177 var _downloadOptions = commons.DownloadOptions.Metadata; |
177 var _body = null; | 178 var _body = null; |
178 | 179 |
179 if (project == null) { | 180 if (project == null) { |
180 throw new core.ArgumentError("Parameter project is required."); | 181 throw new core.ArgumentError("Parameter project is required."); |
181 } | 182 } |
182 if (id == null) { | 183 if (id == null) { |
183 throw new core.ArgumentError("Parameter id is required."); | 184 throw new core.ArgumentError("Parameter id is required."); |
184 } | 185 } |
185 | 186 |
186 _downloadOptions = null; | 187 _downloadOptions = null; |
187 | 188 |
188 _url = common_internal.Escaper.ecapeVariable('$project') + '/trainedmodels/'
+ common_internal.Escaper.ecapeVariable('$id'); | 189 _url = commons.Escaper.ecapeVariable('$project') + '/trainedmodels/' + commo
ns.Escaper.ecapeVariable('$id'); |
189 | 190 |
190 var _response = _requester.request(_url, | 191 var _response = _requester.request(_url, |
191 "DELETE", | 192 "DELETE", |
192 body: _body, | 193 body: _body, |
193 queryParams: _queryParams, | 194 queryParams: _queryParams, |
194 uploadOptions: _uploadOptions, | 195 uploadOptions: _uploadOptions, |
195 uploadMedia: _uploadMedia, | 196 uploadMedia: _uploadMedia, |
196 downloadOptions: _downloadOptions); | 197 downloadOptions: _downloadOptions); |
197 return _response.then((data) => null); | 198 return _response.then((data) => null); |
198 } | 199 } |
199 | 200 |
200 /** | 201 /** |
201 * Check training status of your model. | 202 * Check training status of your model. |
202 * | 203 * |
203 * Request parameters: | 204 * Request parameters: |
204 * | 205 * |
205 * [project] - The project associated with the model. | 206 * [project] - The project associated with the model. |
206 * | 207 * |
207 * [id] - The unique name for the predictive model. | 208 * [id] - The unique name for the predictive model. |
208 * | 209 * |
209 * Completes with a [Insert2]. | 210 * Completes with a [Insert2]. |
210 * | 211 * |
211 * Completes with a [common.ApiRequestError] if the API endpoint returned an | 212 * Completes with a [commons.ApiRequestError] if the API endpoint returned an |
212 * error. | 213 * error. |
213 * | 214 * |
214 * If the used [http.Client] completes with an error when making a REST call, | 215 * If the used [http.Client] completes with an error when making a REST call, |
215 * this method will complete with the same error. | 216 * this method will complete with the same error. |
216 */ | 217 */ |
217 async.Future<Insert2> get(core.String project, core.String id) { | 218 async.Future<Insert2> get(core.String project, core.String id) { |
218 var _url = null; | 219 var _url = null; |
219 var _queryParams = new core.Map(); | 220 var _queryParams = new core.Map(); |
220 var _uploadMedia = null; | 221 var _uploadMedia = null; |
221 var _uploadOptions = null; | 222 var _uploadOptions = null; |
222 var _downloadOptions = common.DownloadOptions.Metadata; | 223 var _downloadOptions = commons.DownloadOptions.Metadata; |
223 var _body = null; | 224 var _body = null; |
224 | 225 |
225 if (project == null) { | 226 if (project == null) { |
226 throw new core.ArgumentError("Parameter project is required."); | 227 throw new core.ArgumentError("Parameter project is required."); |
227 } | 228 } |
228 if (id == null) { | 229 if (id == null) { |
229 throw new core.ArgumentError("Parameter id is required."); | 230 throw new core.ArgumentError("Parameter id is required."); |
230 } | 231 } |
231 | 232 |
232 | 233 |
233 _url = common_internal.Escaper.ecapeVariable('$project') + '/trainedmodels/'
+ common_internal.Escaper.ecapeVariable('$id'); | 234 _url = commons.Escaper.ecapeVariable('$project') + '/trainedmodels/' + commo
ns.Escaper.ecapeVariable('$id'); |
234 | 235 |
235 var _response = _requester.request(_url, | 236 var _response = _requester.request(_url, |
236 "GET", | 237 "GET", |
237 body: _body, | 238 body: _body, |
238 queryParams: _queryParams, | 239 queryParams: _queryParams, |
239 uploadOptions: _uploadOptions, | 240 uploadOptions: _uploadOptions, |
240 uploadMedia: _uploadMedia, | 241 uploadMedia: _uploadMedia, |
241 downloadOptions: _downloadOptions); | 242 downloadOptions: _downloadOptions); |
242 return _response.then((data) => new Insert2.fromJson(data)); | 243 return _response.then((data) => new Insert2.fromJson(data)); |
243 } | 244 } |
244 | 245 |
245 /** | 246 /** |
246 * Train a Prediction API model. | 247 * Train a Prediction API model. |
247 * | 248 * |
248 * [request] - The metadata request object. | 249 * [request] - The metadata request object. |
249 * | 250 * |
250 * Request parameters: | 251 * Request parameters: |
251 * | 252 * |
252 * [project] - The project associated with the model. | 253 * [project] - The project associated with the model. |
253 * | 254 * |
254 * Completes with a [Insert2]. | 255 * Completes with a [Insert2]. |
255 * | 256 * |
256 * Completes with a [common.ApiRequestError] if the API endpoint returned an | 257 * Completes with a [commons.ApiRequestError] if the API endpoint returned an |
257 * error. | 258 * error. |
258 * | 259 * |
259 * If the used [http.Client] completes with an error when making a REST call, | 260 * If the used [http.Client] completes with an error when making a REST call, |
260 * this method will complete with the same error. | 261 * this method will complete with the same error. |
261 */ | 262 */ |
262 async.Future<Insert2> insert(Insert request, core.String project) { | 263 async.Future<Insert2> insert(Insert request, core.String project) { |
263 var _url = null; | 264 var _url = null; |
264 var _queryParams = new core.Map(); | 265 var _queryParams = new core.Map(); |
265 var _uploadMedia = null; | 266 var _uploadMedia = null; |
266 var _uploadOptions = null; | 267 var _uploadOptions = null; |
267 var _downloadOptions = common.DownloadOptions.Metadata; | 268 var _downloadOptions = commons.DownloadOptions.Metadata; |
268 var _body = null; | 269 var _body = null; |
269 | 270 |
270 if (request != null) { | 271 if (request != null) { |
271 _body = convert.JSON.encode((request).toJson()); | 272 _body = convert.JSON.encode((request).toJson()); |
272 } | 273 } |
273 if (project == null) { | 274 if (project == null) { |
274 throw new core.ArgumentError("Parameter project is required."); | 275 throw new core.ArgumentError("Parameter project is required."); |
275 } | 276 } |
276 | 277 |
277 | 278 |
278 _url = common_internal.Escaper.ecapeVariable('$project') + '/trainedmodels'; | 279 _url = commons.Escaper.ecapeVariable('$project') + '/trainedmodels'; |
279 | 280 |
280 var _response = _requester.request(_url, | 281 var _response = _requester.request(_url, |
281 "POST", | 282 "POST", |
282 body: _body, | 283 body: _body, |
283 queryParams: _queryParams, | 284 queryParams: _queryParams, |
284 uploadOptions: _uploadOptions, | 285 uploadOptions: _uploadOptions, |
285 uploadMedia: _uploadMedia, | 286 uploadMedia: _uploadMedia, |
286 downloadOptions: _downloadOptions); | 287 downloadOptions: _downloadOptions); |
287 return _response.then((data) => new Insert2.fromJson(data)); | 288 return _response.then((data) => new Insert2.fromJson(data)); |
288 } | 289 } |
289 | 290 |
290 /** | 291 /** |
291 * List available models. | 292 * List available models. |
292 * | 293 * |
293 * Request parameters: | 294 * Request parameters: |
294 * | 295 * |
295 * [project] - The project associated with the model. | 296 * [project] - The project associated with the model. |
296 * | 297 * |
297 * [maxResults] - Maximum number of results to return. | 298 * [maxResults] - Maximum number of results to return. |
298 * | 299 * |
299 * [pageToken] - Pagination token. | 300 * [pageToken] - Pagination token. |
300 * | 301 * |
301 * Completes with a [List]. | 302 * Completes with a [List]. |
302 * | 303 * |
303 * Completes with a [common.ApiRequestError] if the API endpoint returned an | 304 * Completes with a [commons.ApiRequestError] if the API endpoint returned an |
304 * error. | 305 * error. |
305 * | 306 * |
306 * If the used [http.Client] completes with an error when making a REST call, | 307 * If the used [http.Client] completes with an error when making a REST call, |
307 * this method will complete with the same error. | 308 * this method will complete with the same error. |
308 */ | 309 */ |
309 async.Future<List> list(core.String project, {core.int maxResults, core.String
pageToken}) { | 310 async.Future<List> list(core.String project, {core.int maxResults, core.String
pageToken}) { |
310 var _url = null; | 311 var _url = null; |
311 var _queryParams = new core.Map(); | 312 var _queryParams = new core.Map(); |
312 var _uploadMedia = null; | 313 var _uploadMedia = null; |
313 var _uploadOptions = null; | 314 var _uploadOptions = null; |
314 var _downloadOptions = common.DownloadOptions.Metadata; | 315 var _downloadOptions = commons.DownloadOptions.Metadata; |
315 var _body = null; | 316 var _body = null; |
316 | 317 |
317 if (project == null) { | 318 if (project == null) { |
318 throw new core.ArgumentError("Parameter project is required."); | 319 throw new core.ArgumentError("Parameter project is required."); |
319 } | 320 } |
320 if (maxResults != null) { | 321 if (maxResults != null) { |
321 _queryParams["maxResults"] = ["${maxResults}"]; | 322 _queryParams["maxResults"] = ["${maxResults}"]; |
322 } | 323 } |
323 if (pageToken != null) { | 324 if (pageToken != null) { |
324 _queryParams["pageToken"] = [pageToken]; | 325 _queryParams["pageToken"] = [pageToken]; |
325 } | 326 } |
326 | 327 |
327 | 328 |
328 _url = common_internal.Escaper.ecapeVariable('$project') + '/trainedmodels/l
ist'; | 329 _url = commons.Escaper.ecapeVariable('$project') + '/trainedmodels/list'; |
329 | 330 |
330 var _response = _requester.request(_url, | 331 var _response = _requester.request(_url, |
331 "GET", | 332 "GET", |
332 body: _body, | 333 body: _body, |
333 queryParams: _queryParams, | 334 queryParams: _queryParams, |
334 uploadOptions: _uploadOptions, | 335 uploadOptions: _uploadOptions, |
335 uploadMedia: _uploadMedia, | 336 uploadMedia: _uploadMedia, |
336 downloadOptions: _downloadOptions); | 337 downloadOptions: _downloadOptions); |
337 return _response.then((data) => new List.fromJson(data)); | 338 return _response.then((data) => new List.fromJson(data)); |
338 } | 339 } |
339 | 340 |
340 /** | 341 /** |
341 * Submit model id and request a prediction. | 342 * Submit model id and request a prediction. |
342 * | 343 * |
343 * [request] - The metadata request object. | 344 * [request] - The metadata request object. |
344 * | 345 * |
345 * Request parameters: | 346 * Request parameters: |
346 * | 347 * |
347 * [project] - The project associated with the model. | 348 * [project] - The project associated with the model. |
348 * | 349 * |
349 * [id] - The unique name for the predictive model. | 350 * [id] - The unique name for the predictive model. |
350 * | 351 * |
351 * Completes with a [Output]. | 352 * Completes with a [Output]. |
352 * | 353 * |
353 * Completes with a [common.ApiRequestError] if the API endpoint returned an | 354 * Completes with a [commons.ApiRequestError] if the API endpoint returned an |
354 * error. | 355 * error. |
355 * | 356 * |
356 * If the used [http.Client] completes with an error when making a REST call, | 357 * If the used [http.Client] completes with an error when making a REST call, |
357 * this method will complete with the same error. | 358 * this method will complete with the same error. |
358 */ | 359 */ |
359 async.Future<Output> predict(Input request, core.String project, core.String i
d) { | 360 async.Future<Output> predict(Input request, core.String project, core.String i
d) { |
360 var _url = null; | 361 var _url = null; |
361 var _queryParams = new core.Map(); | 362 var _queryParams = new core.Map(); |
362 var _uploadMedia = null; | 363 var _uploadMedia = null; |
363 var _uploadOptions = null; | 364 var _uploadOptions = null; |
364 var _downloadOptions = common.DownloadOptions.Metadata; | 365 var _downloadOptions = commons.DownloadOptions.Metadata; |
365 var _body = null; | 366 var _body = null; |
366 | 367 |
367 if (request != null) { | 368 if (request != null) { |
368 _body = convert.JSON.encode((request).toJson()); | 369 _body = convert.JSON.encode((request).toJson()); |
369 } | 370 } |
370 if (project == null) { | 371 if (project == null) { |
371 throw new core.ArgumentError("Parameter project is required."); | 372 throw new core.ArgumentError("Parameter project is required."); |
372 } | 373 } |
373 if (id == null) { | 374 if (id == null) { |
374 throw new core.ArgumentError("Parameter id is required."); | 375 throw new core.ArgumentError("Parameter id is required."); |
375 } | 376 } |
376 | 377 |
377 | 378 |
378 _url = common_internal.Escaper.ecapeVariable('$project') + '/trainedmodels/'
+ common_internal.Escaper.ecapeVariable('$id') + '/predict'; | 379 _url = commons.Escaper.ecapeVariable('$project') + '/trainedmodels/' + commo
ns.Escaper.ecapeVariable('$id') + '/predict'; |
379 | 380 |
380 var _response = _requester.request(_url, | 381 var _response = _requester.request(_url, |
381 "POST", | 382 "POST", |
382 body: _body, | 383 body: _body, |
383 queryParams: _queryParams, | 384 queryParams: _queryParams, |
384 uploadOptions: _uploadOptions, | 385 uploadOptions: _uploadOptions, |
385 uploadMedia: _uploadMedia, | 386 uploadMedia: _uploadMedia, |
386 downloadOptions: _downloadOptions); | 387 downloadOptions: _downloadOptions); |
387 return _response.then((data) => new Output.fromJson(data)); | 388 return _response.then((data) => new Output.fromJson(data)); |
388 } | 389 } |
389 | 390 |
390 /** | 391 /** |
391 * Add new data to a trained model. | 392 * Add new data to a trained model. |
392 * | 393 * |
393 * [request] - The metadata request object. | 394 * [request] - The metadata request object. |
394 * | 395 * |
395 * Request parameters: | 396 * Request parameters: |
396 * | 397 * |
397 * [project] - The project associated with the model. | 398 * [project] - The project associated with the model. |
398 * | 399 * |
399 * [id] - The unique name for the predictive model. | 400 * [id] - The unique name for the predictive model. |
400 * | 401 * |
401 * Completes with a [Insert2]. | 402 * Completes with a [Insert2]. |
402 * | 403 * |
403 * Completes with a [common.ApiRequestError] if the API endpoint returned an | 404 * Completes with a [commons.ApiRequestError] if the API endpoint returned an |
404 * error. | 405 * error. |
405 * | 406 * |
406 * If the used [http.Client] completes with an error when making a REST call, | 407 * If the used [http.Client] completes with an error when making a REST call, |
407 * this method will complete with the same error. | 408 * this method will complete with the same error. |
408 */ | 409 */ |
409 async.Future<Insert2> update(Update request, core.String project, core.String
id) { | 410 async.Future<Insert2> update(Update request, core.String project, core.String
id) { |
410 var _url = null; | 411 var _url = null; |
411 var _queryParams = new core.Map(); | 412 var _queryParams = new core.Map(); |
412 var _uploadMedia = null; | 413 var _uploadMedia = null; |
413 var _uploadOptions = null; | 414 var _uploadOptions = null; |
414 var _downloadOptions = common.DownloadOptions.Metadata; | 415 var _downloadOptions = commons.DownloadOptions.Metadata; |
415 var _body = null; | 416 var _body = null; |
416 | 417 |
417 if (request != null) { | 418 if (request != null) { |
418 _body = convert.JSON.encode((request).toJson()); | 419 _body = convert.JSON.encode((request).toJson()); |
419 } | 420 } |
420 if (project == null) { | 421 if (project == null) { |
421 throw new core.ArgumentError("Parameter project is required."); | 422 throw new core.ArgumentError("Parameter project is required."); |
422 } | 423 } |
423 if (id == null) { | 424 if (id == null) { |
424 throw new core.ArgumentError("Parameter id is required."); | 425 throw new core.ArgumentError("Parameter id is required."); |
425 } | 426 } |
426 | 427 |
427 | 428 |
428 _url = common_internal.Escaper.ecapeVariable('$project') + '/trainedmodels/'
+ common_internal.Escaper.ecapeVariable('$id'); | 429 _url = commons.Escaper.ecapeVariable('$project') + '/trainedmodels/' + commo
ns.Escaper.ecapeVariable('$id'); |
429 | 430 |
430 var _response = _requester.request(_url, | 431 var _response = _requester.request(_url, |
431 "PUT", | 432 "PUT", |
432 body: _body, | 433 body: _body, |
433 queryParams: _queryParams, | 434 queryParams: _queryParams, |
434 uploadOptions: _uploadOptions, | 435 uploadOptions: _uploadOptions, |
435 uploadMedia: _uploadMedia, | 436 uploadMedia: _uploadMedia, |
436 downloadOptions: _downloadOptions); | 437 downloadOptions: _downloadOptions); |
437 return _response.then((data) => new Insert2.fromJson(data)); | 438 return _response.then((data) => new Insert2.fromJson(data)); |
438 } | 439 } |
439 | 440 |
440 } | 441 } |
441 | 442 |
442 | 443 |
443 | 444 |
444 /** Not documented yet. */ | |
445 class AnalyzeDataDescriptionFeaturesCategoricalValues { | 445 class AnalyzeDataDescriptionFeaturesCategoricalValues { |
446 /** Number of times this feature had this value. */ | 446 /** Number of times this feature had this value. */ |
447 core.String count; | 447 core.String count; |
448 | 448 |
449 /** The category name. */ | 449 /** The category name. */ |
450 core.String value; | 450 core.String value; |
451 | 451 |
452 | 452 |
453 AnalyzeDataDescriptionFeaturesCategoricalValues(); | 453 AnalyzeDataDescriptionFeaturesCategoricalValues(); |
454 | 454 |
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566 core.Map toJson() { | 566 core.Map toJson() { |
567 var _json = new core.Map(); | 567 var _json = new core.Map(); |
568 if (count != null) { | 568 if (count != null) { |
569 _json["count"] = count; | 569 _json["count"] = count; |
570 } | 570 } |
571 return _json; | 571 return _json; |
572 } | 572 } |
573 } | 573 } |
574 | 574 |
575 | 575 |
576 /** Not documented yet. */ | |
577 class AnalyzeDataDescriptionFeatures { | 576 class AnalyzeDataDescriptionFeatures { |
578 /** Description of the categorical values of this feature. */ | 577 /** Description of the categorical values of this feature. */ |
579 AnalyzeDataDescriptionFeaturesCategorical categorical; | 578 AnalyzeDataDescriptionFeaturesCategorical categorical; |
580 | 579 |
581 /** The feature index. */ | 580 /** The feature index. */ |
582 core.String index; | 581 core.String index; |
583 | 582 |
584 /** Description of the numeric values of this feature. */ | 583 /** Description of the numeric values of this feature. */ |
585 AnalyzeDataDescriptionFeaturesNumeric numeric; | 584 AnalyzeDataDescriptionFeaturesNumeric numeric; |
586 | 585 |
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659 _json["mean"] = mean; | 658 _json["mean"] = mean; |
660 } | 659 } |
661 if (variance != null) { | 660 if (variance != null) { |
662 _json["variance"] = variance; | 661 _json["variance"] = variance; |
663 } | 662 } |
664 return _json; | 663 return _json; |
665 } | 664 } |
666 } | 665 } |
667 | 666 |
668 | 667 |
669 /** Not documented yet. */ | |
670 class AnalyzeDataDescriptionOutputFeatureText { | 668 class AnalyzeDataDescriptionOutputFeatureText { |
671 /** Number of times the output label occurred in the data set. */ | 669 /** Number of times the output label occurred in the data set. */ |
672 core.String count; | 670 core.String count; |
673 | 671 |
674 /** The output label. */ | 672 /** The output label. */ |
675 core.String value; | 673 core.String value; |
676 | 674 |
677 | 675 |
678 AnalyzeDataDescriptionOutputFeatureText(); | 676 AnalyzeDataDescriptionOutputFeatureText(); |
679 | 677 |
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807 _json["confusionMatrixRowTotals"] = confusionMatrixRowTotals; | 805 _json["confusionMatrixRowTotals"] = confusionMatrixRowTotals; |
808 } | 806 } |
809 if (modelinfo != null) { | 807 if (modelinfo != null) { |
810 _json["modelinfo"] = (modelinfo).toJson(); | 808 _json["modelinfo"] = (modelinfo).toJson(); |
811 } | 809 } |
812 return _json; | 810 return _json; |
813 } | 811 } |
814 } | 812 } |
815 | 813 |
816 | 814 |
817 /** Not documented yet. */ | |
818 class Analyze { | 815 class Analyze { |
819 /** Description of the data the model was trained on. */ | 816 /** Description of the data the model was trained on. */ |
820 AnalyzeDataDescription dataDescription; | 817 AnalyzeDataDescription dataDescription; |
821 | 818 |
822 /** List of errors with the data. */ | 819 /** List of errors with the data. */ |
823 core.List<core.Map<core.String, core.String>> errors; | 820 core.List<core.Map<core.String, core.String>> errors; |
824 | 821 |
825 /** The unique name for the predictive model. */ | 822 /** The unique name for the predictive model. */ |
826 core.String id; | 823 core.String id; |
827 | 824 |
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905 core.Map toJson() { | 902 core.Map toJson() { |
906 var _json = new core.Map(); | 903 var _json = new core.Map(); |
907 if (csvInstance != null) { | 904 if (csvInstance != null) { |
908 _json["csvInstance"] = csvInstance; | 905 _json["csvInstance"] = csvInstance; |
909 } | 906 } |
910 return _json; | 907 return _json; |
911 } | 908 } |
912 } | 909 } |
913 | 910 |
914 | 911 |
915 /** Not documented yet. */ | |
916 class Input { | 912 class Input { |
917 /** Input to the model for a prediction. */ | 913 /** Input to the model for a prediction. */ |
918 InputInput input; | 914 InputInput input; |
919 | 915 |
920 | 916 |
921 Input(); | 917 Input(); |
922 | 918 |
923 Input.fromJson(core.Map _json) { | 919 Input.fromJson(core.Map _json) { |
924 if (_json.containsKey("input")) { | 920 if (_json.containsKey("input")) { |
925 input = new InputInput.fromJson(_json["input"]); | 921 input = new InputInput.fromJson(_json["input"]); |
926 } | 922 } |
927 } | 923 } |
928 | 924 |
929 core.Map toJson() { | 925 core.Map toJson() { |
930 var _json = new core.Map(); | 926 var _json = new core.Map(); |
931 if (input != null) { | 927 if (input != null) { |
932 _json["input"] = (input).toJson(); | 928 _json["input"] = (input).toJson(); |
933 } | 929 } |
934 return _json; | 930 return _json; |
935 } | 931 } |
936 } | 932 } |
937 | 933 |
938 | 934 |
939 /** Not documented yet. */ | |
940 class InsertTrainingInstances { | 935 class InsertTrainingInstances { |
941 /** | 936 /** |
942 * The input features for this instance. | 937 * The input features for this instance. |
943 * | 938 * |
944 * The values for Object must be JSON objects. It can consist of `num`, | 939 * The values for Object must be JSON objects. It can consist of `num`, |
945 * `String`, `bool` and `null` as well as `Map` and `List` values. | 940 * `String`, `bool` and `null` as well as `Map` and `List` values. |
946 */ | 941 */ |
947 core.List<core.Object> csvInstance; | 942 core.List<core.Object> csvInstance; |
948 | 943 |
949 /** The generic output value - could be regression or class label. */ | 944 /** The generic output value - could be regression or class label. */ |
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967 _json["csvInstance"] = csvInstance; | 962 _json["csvInstance"] = csvInstance; |
968 } | 963 } |
969 if (output != null) { | 964 if (output != null) { |
970 _json["output"] = output; | 965 _json["output"] = output; |
971 } | 966 } |
972 return _json; | 967 return _json; |
973 } | 968 } |
974 } | 969 } |
975 | 970 |
976 | 971 |
977 /** Not documented yet. */ | |
978 class Insert { | 972 class Insert { |
979 /** The unique name for the predictive model. */ | 973 /** The unique name for the predictive model. */ |
980 core.String id; | 974 core.String id; |
981 | 975 |
982 /** Type of predictive model (classification or regression). */ | 976 /** Type of predictive model (classification or regression). */ |
983 core.String modelType; | 977 core.String modelType; |
984 | 978 |
985 /** The Id of the model to be copied over. */ | 979 /** The Id of the model to be copied over. */ |
986 core.String sourceModel; | 980 core.String sourceModel; |
987 | 981 |
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1139 _json["numberInstances"] = numberInstances; | 1133 _json["numberInstances"] = numberInstances; |
1140 } | 1134 } |
1141 if (numberLabels != null) { | 1135 if (numberLabels != null) { |
1142 _json["numberLabels"] = numberLabels; | 1136 _json["numberLabels"] = numberLabels; |
1143 } | 1137 } |
1144 return _json; | 1138 return _json; |
1145 } | 1139 } |
1146 } | 1140 } |
1147 | 1141 |
1148 | 1142 |
1149 /** Not documented yet. */ | |
1150 class Insert2 { | 1143 class Insert2 { |
1151 /** Insert time of the model (as a RFC 3339 timestamp). */ | 1144 /** Insert time of the model (as a RFC 3339 timestamp). */ |
1152 core.DateTime created; | 1145 core.DateTime created; |
1153 | 1146 |
1154 /** The unique name for the predictive model. */ | 1147 /** The unique name for the predictive model. */ |
1155 core.String id; | 1148 core.String id; |
1156 | 1149 |
1157 /** What kind of resource this is. */ | 1150 /** What kind of resource this is. */ |
1158 core.String kind; | 1151 core.String kind; |
1159 | 1152 |
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1256 _json["trainingComplete"] = (trainingComplete).toIso8601String(); | 1249 _json["trainingComplete"] = (trainingComplete).toIso8601String(); |
1257 } | 1250 } |
1258 if (trainingStatus != null) { | 1251 if (trainingStatus != null) { |
1259 _json["trainingStatus"] = trainingStatus; | 1252 _json["trainingStatus"] = trainingStatus; |
1260 } | 1253 } |
1261 return _json; | 1254 return _json; |
1262 } | 1255 } |
1263 } | 1256 } |
1264 | 1257 |
1265 | 1258 |
1266 /** Not documented yet. */ | |
1267 class List { | 1259 class List { |
1268 /** List of models. */ | 1260 /** List of models. */ |
1269 core.List<Insert2> items; | 1261 core.List<Insert2> items; |
1270 | 1262 |
1271 /** What kind of resource this is. */ | 1263 /** What kind of resource this is. */ |
1272 core.String kind; | 1264 core.String kind; |
1273 | 1265 |
1274 /** Pagination token to fetch the next page, if one exists. */ | 1266 /** Pagination token to fetch the next page, if one exists. */ |
1275 core.String nextPageToken; | 1267 core.String nextPageToken; |
1276 | 1268 |
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1307 _json["nextPageToken"] = nextPageToken; | 1299 _json["nextPageToken"] = nextPageToken; |
1308 } | 1300 } |
1309 if (selfLink != null) { | 1301 if (selfLink != null) { |
1310 _json["selfLink"] = selfLink; | 1302 _json["selfLink"] = selfLink; |
1311 } | 1303 } |
1312 return _json; | 1304 return _json; |
1313 } | 1305 } |
1314 } | 1306 } |
1315 | 1307 |
1316 | 1308 |
1317 /** Not documented yet. */ | |
1318 class OutputOutputMulti { | 1309 class OutputOutputMulti { |
1319 /** The class label. */ | 1310 /** The class label. */ |
1320 core.String label; | 1311 core.String label; |
1321 | 1312 |
1322 /** The probability of the class label. */ | 1313 /** The probability of the class label. */ |
1323 core.String score; | 1314 core.String score; |
1324 | 1315 |
1325 | 1316 |
1326 OutputOutputMulti(); | 1317 OutputOutputMulti(); |
1327 | 1318 |
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1340 _json["label"] = label; | 1331 _json["label"] = label; |
1341 } | 1332 } |
1342 if (score != null) { | 1333 if (score != null) { |
1343 _json["score"] = score; | 1334 _json["score"] = score; |
1344 } | 1335 } |
1345 return _json; | 1336 return _json; |
1346 } | 1337 } |
1347 } | 1338 } |
1348 | 1339 |
1349 | 1340 |
1350 /** Not documented yet. */ | |
1351 class Output { | 1341 class Output { |
1352 /** The unique name for the predictive model. */ | 1342 /** The unique name for the predictive model. */ |
1353 core.String id; | 1343 core.String id; |
1354 | 1344 |
1355 /** What kind of resource this is. */ | 1345 /** What kind of resource this is. */ |
1356 core.String kind; | 1346 core.String kind; |
1357 | 1347 |
1358 /** The most likely class label (Categorical models only). */ | 1348 /** The most likely class label (Categorical models only). */ |
1359 core.String outputLabel; | 1349 core.String outputLabel; |
1360 | 1350 |
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1412 _json["outputValue"] = outputValue; | 1402 _json["outputValue"] = outputValue; |
1413 } | 1403 } |
1414 if (selfLink != null) { | 1404 if (selfLink != null) { |
1415 _json["selfLink"] = selfLink; | 1405 _json["selfLink"] = selfLink; |
1416 } | 1406 } |
1417 return _json; | 1407 return _json; |
1418 } | 1408 } |
1419 } | 1409 } |
1420 | 1410 |
1421 | 1411 |
1422 /** Not documented yet. */ | |
1423 class Update { | 1412 class Update { |
1424 /** | 1413 /** |
1425 * The input features for this instance. | 1414 * The input features for this instance. |
1426 * | 1415 * |
1427 * The values for Object must be JSON objects. It can consist of `num`, | 1416 * The values for Object must be JSON objects. It can consist of `num`, |
1428 * `String`, `bool` and `null` as well as `Map` and `List` values. | 1417 * `String`, `bool` and `null` as well as `Map` and `List` values. |
1429 */ | 1418 */ |
1430 core.List<core.Object> csvInstance; | 1419 core.List<core.Object> csvInstance; |
1431 | 1420 |
1432 /** The generic output value - could be regression or class label. */ | 1421 /** The generic output value - could be regression or class label. */ |
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1448 var _json = new core.Map(); | 1437 var _json = new core.Map(); |
1449 if (csvInstance != null) { | 1438 if (csvInstance != null) { |
1450 _json["csvInstance"] = csvInstance; | 1439 _json["csvInstance"] = csvInstance; |
1451 } | 1440 } |
1452 if (output != null) { | 1441 if (output != null) { |
1453 _json["output"] = output; | 1442 _json["output"] = output; |
1454 } | 1443 } |
1455 return _json; | 1444 return _json; |
1456 } | 1445 } |
1457 } | 1446 } |
1458 | |
1459 | |
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