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gerrit-public.fairphone.software / platform / external / python / google-api-python-client / 715bd7f9ca9a324a05ee05a6476af383e54930f9 / . / docs / dyn / language_v1beta1.documents.html
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Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]75<h1><a href="language_v1beta1.html">Cloud Natural Language API</a> . <a href="language_v1beta1.documents.html">documents</a></h1>
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]76<h2>Instance Methods</h2>
77<p class="toc_element">
78 <code><a href="#analyzeEntities">analyzeEntities(body, x__xgafv=None)</a></code></p>
Sai Cheemalapatie833b792017-03-24 15:06:46 -0700[diff] [blame]79<p class="firstline">Finds named entities (currently proper names and common nouns) in the text</p>
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]80<p class="toc_element">
81 <code><a href="#analyzeSentiment">analyzeSentiment(body, x__xgafv=None)</a></code></p>
82<p class="firstline">Analyzes the sentiment of the provided text.</p>
83<p class="toc_element">
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]84 <code><a href="#analyzeSyntax">analyzeSyntax(body, x__xgafv=None)</a></code></p>
85<p class="firstline">Analyzes the syntax of the text and provides sentence boundaries and</p>
86<p class="toc_element">
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]87 <code><a href="#annotateText">annotateText(body, x__xgafv=None)</a></code></p>
Sai Cheemalapatiea3a5e12016-10-12 14:05:53 -0700[diff] [blame]88<p class="firstline">A convenience method that provides all the features that analyzeSentiment,</p>
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]89<h3>Method Details</h3>
90<div class="method">
91 <code class="details" id="analyzeEntities">analyzeEntities(body, x__xgafv=None)</code>
Sai Cheemalapatie833b792017-03-24 15:06:46 -0700[diff] [blame]92 <pre>Finds named entities (currently proper names and common nouns) in the text
93along with entity types, salience, mentions for each entity, and
94other properties.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]95
96Args:
97 body: object, The request body. (required)
98 The object takes the form of:
99
100{ # The entity analysis request message.
Thomas Coffee2f245372017-03-27 10:39:26 -0700[diff] [blame]101 "encodingType": "A String", # The encoding type used by the API to calculate offsets.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]102 "document": { # ################################################################ # # Input document.
103 #
104 # Represents the input to API methods.
105 "content": "A String", # The content of the input in string format.
Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]106 # Cloud audit logging exempt since it is based on user data.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]107 "type": "A String", # Required. If the type is not set or is `TYPE_UNSPECIFIED`,
108 # returns an `INVALID_ARGUMENT` error.
109 "language": "A String", # The language of the document (if not specified, the language is
110 # automatically detected). Both ISO and BCP-47 language codes are
111 # accepted.<br>
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]112 # [Language Support](/natural-language/docs/languages)
113 # lists currently supported languages for each API method.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]114 # If the language (either specified by the caller or automatically detected)
115 # is not supported by the called API method, an `INVALID_ARGUMENT` error
116 # is returned.
117 "gcsContentUri": "A String", # The Google Cloud Storage URI where the file content is located.
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]118 # This URI must be of the form: gs://bucket_name/object_name. For more
119 # details, see https://cloud.google.com/storage/docs/reference-uris.
120 # NOTE: Cloud Storage object versioning is not supported.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]121 },
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]122 }
123
124 x__xgafv: string, V1 error format.
125 Allowed values
126 1 - v1 error format
127 2 - v2 error format
128
129Returns:
130 An object of the form:
131
132 { # The entity analysis response message.
133 "entities": [ # The recognized entities in the input document.
134 { # Represents a phrase in the text that is a known entity, such as
135 # a person, an organization, or location. The API associates information, such
136 # as salience and mentions, with entities.
Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]137 "salience": 3.14, # The salience score associated with the entity in the [0, 1.0] range.
138 #
139 # The salience score for an entity provides information about the
140 # importance or centrality of that entity to the entire document text.
141 # Scores closer to 0 are less salient, while scores closer to 1.0 are highly
142 # salient.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]143 "mentions": [ # The mentions of this entity in the input document. The API currently
144 # supports proper noun mentions.
145 { # Represents a mention for an entity in the text. Currently, proper noun
146 # mentions are supported.
147 "text": { # Represents an output piece of text. # The mention text.
148 "content": "A String", # The content of the output text.
149 "beginOffset": 42, # The API calculates the beginning offset of the content in the original
150 # document according to the EncodingType specified in the API request.
151 },
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]152 "type": "A String", # The type of the entity mention.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]153 },
154 ],
Sai Cheemalapatic30d2b52017-03-13 12:12:03 -0400[diff] [blame]155 "type": "A String", # The entity type.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]156 "name": "A String", # The representative name for the entity.
157 "metadata": { # Metadata associated with the entity.
158 #
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]159 # Currently, Wikipedia URLs and Knowledge Graph MIDs are provided, if
160 # available. The associated keys are "wikipedia_url" and "mid", respectively.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]161 "a_key": "A String",
162 },
163 },
164 ],
165 "language": "A String", # The language of the text, which will be the same as the language specified
166 # in the request or, if not specified, the automatically-detected language.
Sai Cheemalapatiea3a5e12016-10-12 14:05:53 -0700[diff] [blame]167 # See Document.language field for more details.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]168 }</pre>
169</div>
170
171<div class="method">
172 <code class="details" id="analyzeSentiment">analyzeSentiment(body, x__xgafv=None)</code>
173 <pre>Analyzes the sentiment of the provided text.
174
175Args:
176 body: object, The request body. (required)
177 The object takes the form of:
178
179{ # The sentiment analysis request message.
Thomas Coffee2f245372017-03-27 10:39:26 -0700[diff] [blame]180 "encodingType": "A String", # The encoding type used by the API to calculate sentence offsets for the
181 # sentence sentiment.
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]182 "document": { # ################################################################ # # Input document.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]183 #
184 # Represents the input to API methods.
185 "content": "A String", # The content of the input in string format.
Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]186 # Cloud audit logging exempt since it is based on user data.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]187 "type": "A String", # Required. If the type is not set or is `TYPE_UNSPECIFIED`,
188 # returns an `INVALID_ARGUMENT` error.
189 "language": "A String", # The language of the document (if not specified, the language is
190 # automatically detected). Both ISO and BCP-47 language codes are
191 # accepted.<br>
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]192 # [Language Support](/natural-language/docs/languages)
193 # lists currently supported languages for each API method.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]194 # If the language (either specified by the caller or automatically detected)
195 # is not supported by the called API method, an `INVALID_ARGUMENT` error
196 # is returned.
197 "gcsContentUri": "A String", # The Google Cloud Storage URI where the file content is located.
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]198 # This URI must be of the form: gs://bucket_name/object_name. For more
199 # details, see https://cloud.google.com/storage/docs/reference-uris.
200 # NOTE: Cloud Storage object versioning is not supported.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]201 },
202 }
203
204 x__xgafv: string, V1 error format.
205 Allowed values
206 1 - v1 error format
207 2 - v2 error format
208
209Returns:
210 An object of the form:
211
212 { # The sentiment analysis response message.
213 "documentSentiment": { # Represents the feeling associated with the entire text or entities in # The overall sentiment of the input document.
214 # the text.
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]215 "polarity": 3.14, # DEPRECATED FIELD - This field is being deprecated in
216 # favor of score. Please refer to our documentation at
217 # https://cloud.google.com/natural-language/docs for more information.
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]218 "score": 3.14, # Sentiment score between -1.0 (negative sentiment) and 1.0
219 # (positive sentiment).
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]220 "magnitude": 3.14, # A non-negative number in the [0, +inf) range, which represents
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]221 # the absolute magnitude of sentiment regardless of score (positive or
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]222 # negative).
223 },
224 "language": "A String", # The language of the text, which will be the same as the language specified
225 # in the request or, if not specified, the automatically-detected language.
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]226 # See Document.language field for more details.
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]227 "sentences": [ # The sentiment for all the sentences in the document.
228 { # Represents a sentence in the input document.
229 "text": { # Represents an output piece of text. # The sentence text.
230 "content": "A String", # The content of the output text.
231 "beginOffset": 42, # The API calculates the beginning offset of the content in the original
232 # document according to the EncodingType specified in the API request.
233 },
234 "sentiment": { # Represents the feeling associated with the entire text or entities in # For calls to AnalyzeSentiment or if
235 # AnnotateTextRequest.Features.extract_document_sentiment is set to
236 # true, this field will contain the sentiment for the sentence.
237 # the text.
238 "polarity": 3.14, # DEPRECATED FIELD - This field is being deprecated in
239 # favor of score. Please refer to our documentation at
240 # https://cloud.google.com/natural-language/docs for more information.
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]241 "score": 3.14, # Sentiment score between -1.0 (negative sentiment) and 1.0
242 # (positive sentiment).
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]243 "magnitude": 3.14, # A non-negative number in the [0, +inf) range, which represents
244 # the absolute magnitude of sentiment regardless of score (positive or
245 # negative).
246 },
247 },
248 ],
249 }</pre>
250</div>
251
252<div class="method">
253 <code class="details" id="analyzeSyntax">analyzeSyntax(body, x__xgafv=None)</code>
254 <pre>Analyzes the syntax of the text and provides sentence boundaries and
255tokenization along with part of speech tags, dependency trees, and other
256properties.
257
258Args:
259 body: object, The request body. (required)
260 The object takes the form of:
261
262{ # The syntax analysis request message.
Thomas Coffee2f245372017-03-27 10:39:26 -0700[diff] [blame]263 "encodingType": "A String", # The encoding type used by the API to calculate offsets.
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]264 "document": { # ################################################################ # # Input document.
265 #
266 # Represents the input to API methods.
267 "content": "A String", # The content of the input in string format.
Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]268 # Cloud audit logging exempt since it is based on user data.
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]269 "type": "A String", # Required. If the type is not set or is `TYPE_UNSPECIFIED`,
270 # returns an `INVALID_ARGUMENT` error.
271 "language": "A String", # The language of the document (if not specified, the language is
272 # automatically detected). Both ISO and BCP-47 language codes are
273 # accepted.<br>
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]274 # [Language Support](/natural-language/docs/languages)
275 # lists currently supported languages for each API method.
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]276 # If the language (either specified by the caller or automatically detected)
277 # is not supported by the called API method, an `INVALID_ARGUMENT` error
278 # is returned.
279 "gcsContentUri": "A String", # The Google Cloud Storage URI where the file content is located.
280 # This URI must be of the form: gs://bucket_name/object_name. For more
281 # details, see https://cloud.google.com/storage/docs/reference-uris.
282 # NOTE: Cloud Storage object versioning is not supported.
283 },
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]284 }
285
286 x__xgafv: string, V1 error format.
287 Allowed values
288 1 - v1 error format
289 2 - v2 error format
290
291Returns:
292 An object of the form:
293
294 { # The syntax analysis response message.
295 "tokens": [ # Tokens, along with their syntactic information, in the input document.
296 { # Represents the smallest syntactic building block of the text.
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]297 "text": { # Represents an output piece of text. # The token text.
298 "content": "A String", # The content of the output text.
299 "beginOffset": 42, # The API calculates the beginning offset of the content in the original
300 # document according to the EncodingType specified in the API request.
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]301 },
Sai Cheemalapatie833b792017-03-24 15:06:46 -0700[diff] [blame]302 "partOfSpeech": { # Represents part of speech information for a token. # Parts of speech tag for this token.
303 "case": "A String", # The grammatical case.
Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]304 "aspect": "A String", # The grammatical aspect.
Sai Cheemalapatie833b792017-03-24 15:06:46 -0700[diff] [blame]305 "form": "A String", # The grammatical form.
306 "gender": "A String", # The grammatical gender.
307 "number": "A String", # The grammatical number.
308 "person": "A String", # The grammatical person.
309 "tag": "A String", # The part of speech tag.
310 "tense": "A String", # The grammatical tense.
Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]311 "reciprocity": "A String", # The grammatical reciprocity.
Sai Cheemalapatie833b792017-03-24 15:06:46 -0700[diff] [blame]312 "proper": "A String", # The grammatical properness.
313 "voice": "A String", # The grammatical voice.
Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]314 "mood": "A String", # The grammatical mood.
Sai Cheemalapatie833b792017-03-24 15:06:46 -0700[diff] [blame]315 },
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]316 "dependencyEdge": { # Represents dependency parse tree information for a token. # Dependency tree parse for this token.
317 "headTokenIndex": 42, # Represents the head of this token in the dependency tree.
318 # This is the index of the token which has an arc going to this token.
319 # The index is the position of the token in the array of tokens returned
320 # by the API method. If this token is a root token, then the
321 # `head_token_index` is its own index.
322 "label": "A String", # The parse label for the token.
Thomas Coffee2f245372017-03-27 10:39:26 -0700[diff] [blame]323 },
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]324 "lemma": "A String", # [Lemma](https://en.wikipedia.org/wiki/Lemma_%28morphology%29) of the token.
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]325 },
326 ],
327 "language": "A String", # The language of the text, which will be the same as the language specified
328 # in the request or, if not specified, the automatically-detected language.
329 # See Document.language field for more details.
330 "sentences": [ # Sentences in the input document.
331 { # Represents a sentence in the input document.
332 "text": { # Represents an output piece of text. # The sentence text.
333 "content": "A String", # The content of the output text.
334 "beginOffset": 42, # The API calculates the beginning offset of the content in the original
335 # document according to the EncodingType specified in the API request.
336 },
337 "sentiment": { # Represents the feeling associated with the entire text or entities in # For calls to AnalyzeSentiment or if
338 # AnnotateTextRequest.Features.extract_document_sentiment is set to
339 # true, this field will contain the sentiment for the sentence.
340 # the text.
341 "polarity": 3.14, # DEPRECATED FIELD - This field is being deprecated in
342 # favor of score. Please refer to our documentation at
343 # https://cloud.google.com/natural-language/docs for more information.
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]344 "score": 3.14, # Sentiment score between -1.0 (negative sentiment) and 1.0
345 # (positive sentiment).
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]346 "magnitude": 3.14, # A non-negative number in the [0, +inf) range, which represents
347 # the absolute magnitude of sentiment regardless of score (positive or
348 # negative).
349 },
350 },
351 ],
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]352 }</pre>
353</div>
354
355<div class="method">
356 <code class="details" id="annotateText">annotateText(body, x__xgafv=None)</code>
Sai Cheemalapatiea3a5e12016-10-12 14:05:53 -0700[diff] [blame]357 <pre>A convenience method that provides all the features that analyzeSentiment,
358analyzeEntities, and analyzeSyntax provide in one call.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]359
360Args:
361 body: object, The request body. (required)
362 The object takes the form of:
363
Sai Cheemalapatiea3a5e12016-10-12 14:05:53 -0700[diff] [blame]364{ # The request message for the text annotation API, which can perform multiple
365 # analysis types (sentiment, entities, and syntax) in one call.
Sai Cheemalapatic30d2b52017-03-13 12:12:03 -0400[diff] [blame]366 "encodingType": "A String", # The encoding type used by the API to calculate offsets.
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]367 "features": { # All available features for sentiment, syntax, and semantic analysis. # The enabled features.
368 # Setting each one to true will enable that specific analysis for the input.
369 "extractDocumentSentiment": True or False, # Extract document-level sentiment.
370 "extractEntities": True or False, # Extract entities.
371 "extractSyntax": True or False, # Extract syntax information.
372 },
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]373 "document": { # ################################################################ # # Input document.
374 #
375 # Represents the input to API methods.
376 "content": "A String", # The content of the input in string format.
Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]377 # Cloud audit logging exempt since it is based on user data.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]378 "type": "A String", # Required. If the type is not set or is `TYPE_UNSPECIFIED`,
379 # returns an `INVALID_ARGUMENT` error.
380 "language": "A String", # The language of the document (if not specified, the language is
381 # automatically detected). Both ISO and BCP-47 language codes are
382 # accepted.<br>
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]383 # [Language Support](/natural-language/docs/languages)
384 # lists currently supported languages for each API method.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]385 # If the language (either specified by the caller or automatically detected)
386 # is not supported by the called API method, an `INVALID_ARGUMENT` error
387 # is returned.
388 "gcsContentUri": "A String", # The Google Cloud Storage URI where the file content is located.
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]389 # This URI must be of the form: gs://bucket_name/object_name. For more
390 # details, see https://cloud.google.com/storage/docs/reference-uris.
391 # NOTE: Cloud Storage object versioning is not supported.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]392 },
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]393 }
394
395 x__xgafv: string, V1 error format.
396 Allowed values
397 1 - v1 error format
398 2 - v2 error format
399
400Returns:
401 An object of the form:
402
403 { # The text annotations response message.
404 "tokens": [ # Tokens, along with their syntactic information, in the input document.
405 # Populated if the user enables
406 # AnnotateTextRequest.Features.extract_syntax.
407 { # Represents the smallest syntactic building block of the text.
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]408 "text": { # Represents an output piece of text. # The token text.
409 "content": "A String", # The content of the output text.
410 "beginOffset": 42, # The API calculates the beginning offset of the content in the original
411 # document according to the EncodingType specified in the API request.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]412 },
Sai Cheemalapatie833b792017-03-24 15:06:46 -0700[diff] [blame]413 "partOfSpeech": { # Represents part of speech information for a token. # Parts of speech tag for this token.
414 "case": "A String", # The grammatical case.
Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]415 "aspect": "A String", # The grammatical aspect.
Sai Cheemalapatie833b792017-03-24 15:06:46 -0700[diff] [blame]416 "form": "A String", # The grammatical form.
417 "gender": "A String", # The grammatical gender.
418 "number": "A String", # The grammatical number.
419 "person": "A String", # The grammatical person.
420 "tag": "A String", # The part of speech tag.
421 "tense": "A String", # The grammatical tense.
Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]422 "reciprocity": "A String", # The grammatical reciprocity.
Sai Cheemalapatie833b792017-03-24 15:06:46 -0700[diff] [blame]423 "proper": "A String", # The grammatical properness.
424 "voice": "A String", # The grammatical voice.
Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]425 "mood": "A String", # The grammatical mood.
Sai Cheemalapatie833b792017-03-24 15:06:46 -0700[diff] [blame]426 },
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]427 "dependencyEdge": { # Represents dependency parse tree information for a token. # Dependency tree parse for this token.
428 "headTokenIndex": 42, # Represents the head of this token in the dependency tree.
429 # This is the index of the token which has an arc going to this token.
430 # The index is the position of the token in the array of tokens returned
431 # by the API method. If this token is a root token, then the
432 # `head_token_index` is its own index.
433 "label": "A String", # The parse label for the token.
Thomas Coffee2f245372017-03-27 10:39:26 -0700[diff] [blame]434 },
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]435 "lemma": "A String", # [Lemma](https://en.wikipedia.org/wiki/Lemma_%28morphology%29) of the token.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]436 },
437 ],
438 "entities": [ # Entities, along with their semantic information, in the input document.
439 # Populated if the user enables
440 # AnnotateTextRequest.Features.extract_entities.
441 { # Represents a phrase in the text that is a known entity, such as
442 # a person, an organization, or location. The API associates information, such
443 # as salience and mentions, with entities.
Bu Sun Kim715bd7f2019-06-14 16:50:42 -0700[diff] [blame^]444 "salience": 3.14, # The salience score associated with the entity in the [0, 1.0] range.
445 #
446 # The salience score for an entity provides information about the
447 # importance or centrality of that entity to the entire document text.
448 # Scores closer to 0 are less salient, while scores closer to 1.0 are highly
449 # salient.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]450 "mentions": [ # The mentions of this entity in the input document. The API currently
451 # supports proper noun mentions.
452 { # Represents a mention for an entity in the text. Currently, proper noun
453 # mentions are supported.
454 "text": { # Represents an output piece of text. # The mention text.
455 "content": "A String", # The content of the output text.
456 "beginOffset": 42, # The API calculates the beginning offset of the content in the original
457 # document according to the EncodingType specified in the API request.
458 },
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]459 "type": "A String", # The type of the entity mention.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]460 },
461 ],
Sai Cheemalapatic30d2b52017-03-13 12:12:03 -0400[diff] [blame]462 "type": "A String", # The entity type.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]463 "name": "A String", # The representative name for the entity.
464 "metadata": { # Metadata associated with the entity.
465 #
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]466 # Currently, Wikipedia URLs and Knowledge Graph MIDs are provided, if
467 # available. The associated keys are "wikipedia_url" and "mid", respectively.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]468 "a_key": "A String",
469 },
470 },
471 ],
472 "documentSentiment": { # Represents the feeling associated with the entire text or entities in # The overall sentiment for the document. Populated if the user enables
473 # AnnotateTextRequest.Features.extract_document_sentiment.
474 # the text.
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]475 "polarity": 3.14, # DEPRECATED FIELD - This field is being deprecated in
476 # favor of score. Please refer to our documentation at
477 # https://cloud.google.com/natural-language/docs for more information.
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]478 "score": 3.14, # Sentiment score between -1.0 (negative sentiment) and 1.0
479 # (positive sentiment).
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]480 "magnitude": 3.14, # A non-negative number in the [0, +inf) range, which represents
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]481 # the absolute magnitude of sentiment regardless of score (positive or
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]482 # negative).
483 },
484 "language": "A String", # The language of the text, which will be the same as the language specified
485 # in the request or, if not specified, the automatically-detected language.
Sai Cheemalapatiea3a5e12016-10-12 14:05:53 -0700[diff] [blame]486 # See Document.language field for more details.
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]487 "sentences": [ # Sentences in the input document. Populated if the user enables
488 # AnnotateTextRequest.Features.extract_syntax.
489 { # Represents a sentence in the input document.
490 "text": { # Represents an output piece of text. # The sentence text.
491 "content": "A String", # The content of the output text.
492 "beginOffset": 42, # The API calculates the beginning offset of the content in the original
493 # document according to the EncodingType specified in the API request.
494 },
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]495 "sentiment": { # Represents the feeling associated with the entire text or entities in # For calls to AnalyzeSentiment or if
496 # AnnotateTextRequest.Features.extract_document_sentiment is set to
497 # true, this field will contain the sentiment for the sentence.
498 # the text.
499 "polarity": 3.14, # DEPRECATED FIELD - This field is being deprecated in
500 # favor of score. Please refer to our documentation at
501 # https://cloud.google.com/natural-language/docs for more information.
Sai Cheemalapati4ba8c232017-06-06 18:46:08 -0400[diff] [blame]502 "score": 3.14, # Sentiment score between -1.0 (negative sentiment) and 1.0
503 # (positive sentiment).
Jon Wayne Parrott692617a2017-01-06 09:58:29 -0800[diff] [blame]504 "magnitude": 3.14, # A non-negative number in the [0, +inf) range, which represents
505 # the absolute magnitude of sentiment regardless of score (positive or
506 # negative).
507 },
Jon Wayne Parrott7d5badb2016-08-16 12:44:29 -0700[diff] [blame]508 },
509 ],
510 }</pre>
511</div>
512
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